warning: commands will be executed using /bin/sh
job 3001 at Sat Mar 22 10:04:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140316/YutaMouse20-140316/YutaMouse20-140316
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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 698461 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 232820 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 12151 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 12130 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 12415 members 
Mstep: Class 7 contains 12332 members 
Mstep: Class 8 contains 12419 members 
Mstep: Class 9 contains 12242 members 
Mstep: Class 10 contains 12197 members 
Mstep: Class 11 contains 12192 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 12038 members 
Mstep: Class 14 contains 12151 members 
Mstep: Class 15 contains 12086 members 
Mstep: Class 16 contains 12261 members 
Mstep: Class 17 contains 12348 members 
Mstep: Class 18 contains 12335 members 
Mstep: Class 19 contains 12293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 27.810997 but Gain 562.290039
Score: -9155275.000000 Penalty: 10121.218750
Iteration 0F: 19 clusters Score -9155275 nChanged 220676
Entering Unmasked Mstep 
Mstep: Class 0 contains 6444 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1662 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 5 contains 510 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 190036 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 177 members 
Mstep: Class 10 contains 148 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 587 members 
Mstep: Class 14 contains 4086 members 
Mstep: Class 15 contains 1749 members 
Mstep: Class 16 contains 967 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 8743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 247.334381 but Gain 562.290039
Score: -12911388.000000 Penalty: 9558.928711
Iteration 1F: 18 clusters Score -1.291139e+07 nChanged 31544
Entering Unmasked Mstep 
Mstep: Class 0 contains 3061 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 5 contains 2259 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 193932 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 272 members 
Mstep: Class 11 contains 1678 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 647 members 
Mstep: Class 14 contains 2183 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 19 contains 5773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13393994.000000 Penalty: 9558.928711
Iteration 2F: 18 clusters Score -1.339399e+07 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 187903 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 11 contains 2856 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 811 members 
Mstep: Class 14 contains 2825 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 10651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13549374.000000 Penalty: 9558.928711
Iteration 3F: 18 clusters Score -1.354937e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 184934 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 622 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2994 members 
Mstep: Class 15 contains 1871 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 1557 members 
Mstep: Class 19 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13582660.000000 Penalty: 9558.928711
Iteration 4Q: 18 clusters Score -1.358266e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 183247 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 998 members 
Mstep: Class 14 contains 3043 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 13963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13600046.000000 Penalty: 9558.928711
Iteration 5Q: 18 clusters Score -1.360005e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 5 contains 2699 members 
Mstep: Class 6 contains 3823 members 
Mstep: Class 7 contains 181554 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 3078 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 17 contains 1365 members 
Mstep: Class 18 contains 1588 members 
Mstep: Class 19 contains 14033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13611903.000000 Penalty: 9558.928711
Iteration 6Q: 18 clusters Score -1.36119e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 5796 members 
Mstep: Class 7 contains 179409 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 888 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 981 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 13945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13617030.000000 Penalty: 9558.928711
Iteration 7Q: 18 clusters Score -1.361703e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1769 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 7748 members 
Mstep: Class 7 contains 177324 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 978 members 
Mstep: Class 14 contains 3030 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 2012 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 13732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13621207.000000 Penalty: 9558.928711
Iteration 8Q: 18 clusters Score -1.362121e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 175517 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 1171 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 3027 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 16 contains 2012 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 13495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13624395.000000 Penalty: 9558.928711
Iteration 9Q: 18 clusters Score -1.36244e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 11519 members 
Mstep: Class 7 contains 173976 members 
Mstep: Class 8 contains 3825 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 3020 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 13286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13625228.000000 Penalty: 9558.928711
Iteration 10Q: 18 clusters Score -1.362523e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2147 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 13109 members 
Mstep: Class 7 contains 172820 members 
Mstep: Class 8 contains 3353 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 3005 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 2016 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13625210.000000 Penalty: 9558.928711
Iteration 11Q: 18 clusters Score -1.362521e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 5 contains 3113 members 
Mstep: Class 6 contains 14496 members 
Mstep: Class 7 contains 171807 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13625081.000000 Penalty: 9558.928711
Iteration 12Q: 18 clusters Score -1.362508e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 15497 members 
Mstep: Class 7 contains 171017 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 1586 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13624330.000000 Penalty: 9558.928711
Iteration 13Q: 18 clusters Score -1.362433e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 1645 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 16086 members 
Mstep: Class 7 contains 170460 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13623578.000000 Penalty: 9558.928711
Iteration 14Q: 18 clusters Score -1.362358e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 1638 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 16525 members 
Mstep: Class 7 contains 170061 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 1676 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13622933.000000 Penalty: 9558.928711
Iteration 15Q: 18 clusters Score -1.362293e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2287 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 5 contains 3209 members 
Mstep: Class 6 contains 16797 members 
Mstep: Class 7 contains 169816 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2948 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13622595.000000 Penalty: 9558.928711
Iteration 16Q: 18 clusters Score -1.36226e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 6 contains 17040 members 
Mstep: Class 7 contains 169602 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13622296.000000 Penalty: 9558.928711
Iteration 17Q: 18 clusters Score -1.36223e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 17184 members 
Mstep: Class 7 contains 169479 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13622780.000000 Penalty: 9558.928711
Iteration 18Q: 18 clusters Score -1.362278e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 5 contains 3222 members 
Mstep: Class 6 contains 17301 members 
Mstep: Class 7 contains 169374 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2929 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13622934.000000 Penalty: 9558.928711
Iteration 19Q: 18 clusters Score -1.362293e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 17393 members 
Mstep: Class 7 contains 169299 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2923 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 2015 members 
Mstep: Class 17 contains 1375 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 12547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13629800.000000 Penalty: 9558.928711
Iteration 20F: 18 clusters Score -1.36298e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 21414 members 
Mstep: Class 7 contains 165773 members 
Mstep: Class 8 contains 2137 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 12099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13628562.000000 Penalty: 9558.928711
Iteration 21Q: 18 clusters Score -1.362856e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 1578 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 25011 members 
Mstep: Class 7 contains 162228 members 
Mstep: Class 8 contains 2079 members 
Mstep: Class 9 contains 2591 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 2257 members 
Mstep: Class 16 contains 2040 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 11727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13630251.000000 Penalty: 9558.928711
Iteration 22Q: 18 clusters Score -1.363025e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 28373 members 
Mstep: Class 7 contains 158881 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 11 contains 2694 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2820 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1371 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 11453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13631737.000000 Penalty: 9558.928711
Iteration 23Q: 18 clusters Score -1.363174e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 31595 members 
Mstep: Class 7 contains 155664 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 11 contains 2717 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2759 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 11258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13631531.000000 Penalty: 9558.928711
Iteration 24Q: 18 clusters Score -1.363153e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 5 contains 3297 members 
Mstep: Class 6 contains 34740 members 
Mstep: Class 7 contains 152525 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1370 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 11110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13630995.000000 Penalty: 9558.928711
Iteration 25Q: 18 clusters Score -1.3631e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2324 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 37808 members 
Mstep: Class 7 contains 149479 members 
Mstep: Class 8 contains 2225 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13630651.000000 Penalty: 9558.928711
Iteration 26Q: 18 clusters Score -1.363065e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 5 contains 3348 members 
Mstep: Class 6 contains 40954 members 
Mstep: Class 7 contains 146359 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 3210 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13630893.000000 Penalty: 9558.928711
Iteration 27Q: 18 clusters Score -1.363089e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 1507 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 44146 members 
Mstep: Class 7 contains 143176 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 3235 members 
Mstep: Class 11 contains 2759 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 2651 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13631807.000000 Penalty: 9558.928711
Iteration 28Q: 18 clusters Score -1.363181e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 47539 members 
Mstep: Class 7 contains 139819 members 
Mstep: Class 8 contains 2269 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13633732.000000 Penalty: 9558.928711
Iteration 29Q: 18 clusters Score -1.363373e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 50966 members 
Mstep: Class 7 contains 136408 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 3270 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13636385.000000 Penalty: 9558.928711
Iteration 30Q: 18 clusters Score -1.363638e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 54514 members 
Mstep: Class 7 contains 132886 members 
Mstep: Class 8 contains 2271 members 
Mstep: Class 9 contains 3277 members 
Mstep: Class 11 contains 2762 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13640087.000000 Penalty: 9558.928711
Iteration 31Q: 18 clusters Score -1.364009e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 58101 members 
Mstep: Class 7 contains 129318 members 
Mstep: Class 8 contains 2272 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13644038.000000 Penalty: 9558.928711
Iteration 32Q: 18 clusters Score -1.364404e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 61795 members 
Mstep: Class 7 contains 125638 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 11 contains 2761 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13648809.000000 Penalty: 9558.928711
Iteration 33Q: 18 clusters Score -1.364881e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 65492 members 
Mstep: Class 7 contains 121953 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13653254.000000 Penalty: 9558.928711
Iteration 34Q: 18 clusters Score -1.365325e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 5 contains 3379 members 
Mstep: Class 6 contains 69284 members 
Mstep: Class 7 contains 118169 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13656461.000000 Penalty: 9558.928711
Iteration 35Q: 18 clusters Score -1.365646e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 73357 members 
Mstep: Class 7 contains 114100 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 966 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13662956.000000 Penalty: 9558.928711
Iteration 36Q: 18 clusters Score -1.366296e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 77372 members 
Mstep: Class 7 contains 110064 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13670490.000000 Penalty: 9558.928711
Iteration 37Q: 18 clusters Score -1.367049e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 81124 members 
Mstep: Class 7 contains 106287 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13677271.000000 Penalty: 9558.928711
Iteration 38Q: 18 clusters Score -1.367727e+07 nChanged 3653
Entering ConstructFrom: 
Score: -13677271.000000 Penalty: 9558.928711
Entering ConstructFrom: 
Trying to split cluster 1 (6326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Entering Unmasked Estep 
Score: -363448.125000 Penalty: 398.235260
	Iteration 0F: 2 clusters Score -363448.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -359370.562500 Penalty: 796.470520
	Iteration 0F: 3 clusters Score -359370.6 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -364767.500000 Penalty: 796.470520
	Iteration 1F: 3 clusters Score -364767.5 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -369813.687500 Penalty: 796.470520
	Iteration 2F: 3 clusters Score -369813.7 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -373434.031250 Penalty: 796.470520
	Iteration 3F: 3 clusters Score -373434 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -374520.843750 Penalty: 796.470520
	Iteration 4Q: 3 clusters Score -374520.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -374729.500000 Penalty: 796.470520
	Iteration 5Q: 3 clusters Score -374729.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -374762.375000 Penalty: 796.470520
	Iteration 6Q: 3 clusters Score -374762.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -374768.250000 Penalty: 796.470520
	Iteration 7Q: 3 clusters Score -374768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -374772.562500 Penalty: 796.470520
	Iteration 8Q: 3 clusters Score -374772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -374772.687500 Penalty: 796.470520
	Iteration 9Q: 3 clusters Score -374772.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -374774.468750 Penalty: 796.470520
	Iteration 10Q: 3 clusters Score -374774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -374773.281250 Penalty: 796.470520
	Iteration 11Q: 3 clusters Score -374773.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -374775.000000 Penalty: 796.470520
	Iteration 12Q: 3 clusters Score -374775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -374777.312500 Penalty: 796.470520
	Iteration 13F: 3 clusters Score -374777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -374778.468750 Penalty: 796.470520
	Iteration 14Q: 3 clusters Score -374778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -374779.062500 Penalty: 796.470520
	Iteration 15Q: 3 clusters Score -374779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -374779.625000 Penalty: 796.470520
	Iteration 16Q: 3 clusters Score -374779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -374779.250000 Penalty: 796.470520
	Iteration 17Q: 3 clusters Score -374779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -374778.218750 Penalty: 796.470520
	Iteration 18Q: 3 clusters Score -374778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -374778.593750 Penalty: 796.470520
	Iteration 19Q: 3 clusters Score -374778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -374778.000000 Penalty: 796.470520
	Iteration 20F: 3 clusters Score -374778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -374779.281250 Penalty: 796.470520
	Iteration 21Q: 3 clusters Score -374779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -374779.281250 Penalty: 796.470520
	Iteration 22F: 3 clusters Score -374779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 84515 members 
Mstep: Class 7 contains 102875 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Entering Unmasked Estep 
Score: -13691726.000000 Penalty: 10121.218750
Splitting cluster 1 changes total score from -13677271.000000 to -13691726.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -112279.421875 Penalty: 352.809387
	Iteration 0F: 2 clusters Score -112279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -110822.906250 Penalty: 705.618774
	Iteration 0F: 3 clusters Score -110822.9 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -112790.078125 Penalty: 705.618774
	Iteration 1F: 3 clusters Score -112790.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -113467.210938 Penalty: 705.618774
	Iteration 2F: 3 clusters Score -113467.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -114247.304688 Penalty: 705.618774
	Iteration 3F: 3 clusters Score -114247.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -114419.867188 Penalty: 705.618774
	Iteration 4Q: 3 clusters Score -114419.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -114466.507812 Penalty: 705.618774
	Iteration 5Q: 3 clusters Score -114466.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -114492.789062 Penalty: 705.618774
	Iteration 6Q: 3 clusters Score -114492.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -114511.273438 Penalty: 705.618774
	Iteration 7Q: 3 clusters Score -114511.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -114533.570312 Penalty: 705.618774
	Iteration 8Q: 3 clusters Score -114533.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -114557.414062 Penalty: 705.618774
	Iteration 9Q: 3 clusters Score -114557.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -114568.046875 Penalty: 705.618774
	Iteration 10Q: 3 clusters Score -114568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -114577.726562 Penalty: 705.618774
	Iteration 11Q: 3 clusters Score -114577.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -114584.625000 Penalty: 705.618774
	Iteration 12Q: 3 clusters Score -114584.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -114590.968750 Penalty: 705.618774
	Iteration 13Q: 3 clusters Score -114591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -114601.757812 Penalty: 705.618774
	Iteration 14Q: 3 clusters Score -114601.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -114615.757812 Penalty: 705.618774
	Iteration 15Q: 3 clusters Score -114615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -114626.398438 Penalty: 705.618774
	Iteration 16Q: 3 clusters Score -114626.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -114633.820312 Penalty: 705.618774
	Iteration 17Q: 3 clusters Score -114633.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -114638.203125 Penalty: 705.618774
	Iteration 18Q: 3 clusters Score -114638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -114645.882812 Penalty: 705.618774
	Iteration 19Q: 3 clusters Score -114645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -114666.593750 Penalty: 705.618774
	Iteration 20F: 3 clusters Score -114666.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -114689.570312 Penalty: 705.618774
	Iteration 21Q: 3 clusters Score -114689.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -114707.468750 Penalty: 705.618774
	Iteration 22Q: 3 clusters Score -114707.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -114750.734375 Penalty: 705.618774
	Iteration 23Q: 3 clusters Score -114750.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -114874.398438 Penalty: 705.618774
	Iteration 24Q: 3 clusters Score -114874.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -115040.312500 Penalty: 705.618774
	Iteration 25Q: 3 clusters Score -115040.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -115542.601562 Penalty: 705.618774
	Iteration 26Q: 3 clusters Score -115542.6 nChanged 94
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: -116128.585938 Penalty: 705.618774
	Iteration 27Q: 3 clusters Score -116128.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -116219.546875 Penalty: 705.618774
	Iteration 28Q: 3 clusters Score -116219.5 nChanged 17
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: -116346.265625 Penalty: 705.618774
	Iteration 29Q: 3 clusters Score -116346.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -116448.460938 Penalty: 705.618774
	Iteration 30Q: 3 clusters Score -116448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -116522.625000 Penalty: 705.618774
	Iteration 31Q: 3 clusters Score -116522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -116536.765625 Penalty: 705.618774
	Iteration 32Q: 3 clusters Score -116536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -116537.914062 Penalty: 705.618774
	Iteration 33Q: 3 clusters Score -116537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -116538.640625 Penalty: 705.618774
	Iteration 34Q: 3 clusters Score -116538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -116561.046875 Penalty: 705.618774
	Iteration 35F: 3 clusters Score -116561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -116564.015625 Penalty: 705.618774
	Iteration 36Q: 3 clusters Score -116564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -116564.015625 Penalty: 705.618774
	Iteration 37F: 3 clusters Score -116564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 84515 members 
Mstep: Class 7 contains 102875 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Entering Unmasked Estep 
Score: -13695783.000000 Penalty: 10683.508789
Splitting cluster 2 changes total score from -13677271.000000 to -13695783.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -45495.496094 Penalty: 332.993561
	Iteration 0F: 2 clusters Score -45495.5 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 732 members 
Entering Unmasked Estep 
Score: -44509.617188 Penalty: 665.987122
	Iteration 0F: 3 clusters Score -44509.62 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -46242.667969 Penalty: 665.987122
	Iteration 1F: 3 clusters Score -46242.67 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -48132.718750 Penalty: 665.987122
	Iteration 2F: 3 clusters Score -48132.72 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -49809.175781 Penalty: 665.987122
	Iteration 3F: 3 clusters Score -49809.18 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -50485.351562 Penalty: 665.987122
	Iteration 4F: 3 clusters Score -50485.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -50635.390625 Penalty: 665.987122
	Iteration 5Q: 3 clusters Score -50635.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -50646.910156 Penalty: 665.987122
	Iteration 6Q: 3 clusters Score -50646.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -50652.042969 Penalty: 665.987122
	Iteration 7Q: 3 clusters Score -50652.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -50687.195312 Penalty: 665.987122
	Iteration 8Q: 3 clusters Score -50687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -50703.554688 Penalty: 665.987122
	Iteration 9Q: 3 clusters Score -50703.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -50703.820312 Penalty: 665.987122
	Iteration 10Q: 3 clusters Score -50703.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -50703.820312 Penalty: 665.987122
	Iteration 11F: 3 clusters Score -50703.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 84515 members 
Mstep: Class 7 contains 102875 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Entering Unmasked Estep 
Score: -13700768.000000 Penalty: 11245.798828
Splitting cluster 3 changes total score from -13677271.000000 to -13700768.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -193186.218750 Penalty: 369.608398
	Iteration 0F: 2 clusters Score -193186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -190908.671875 Penalty: 739.216797
	Iteration 0F: 3 clusters Score -190908.7 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -191908.218750 Penalty: 739.216797
	Iteration 1F: 3 clusters Score -191908.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -192096.000000 Penalty: 739.216797
	Iteration 2F: 3 clusters Score -192096 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -192416.796875 Penalty: 739.216797
	Iteration 3F: 3 clusters Score -192416.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -193090.828125 Penalty: 739.216797
	Iteration 4F: 3 clusters Score -193090.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -193850.218750 Penalty: 739.216797
	Iteration 5F: 3 clusters Score -193850.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -194507.578125 Penalty: 739.216797
	Iteration 6F: 3 clusters Score -194507.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -194773.718750 Penalty: 739.216797
	Iteration 7Q: 3 clusters Score -194773.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -194872.531250 Penalty: 739.216797
	Iteration 8Q: 3 clusters Score -194872.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -194912.515625 Penalty: 739.216797
	Iteration 9Q: 3 clusters Score -194912.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -194931.453125 Penalty: 739.216797
	Iteration 10Q: 3 clusters Score -194931.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -194939.328125 Penalty: 739.216797
	Iteration 11Q: 3 clusters Score -194939.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -194943.421875 Penalty: 739.216797
	Iteration 12Q: 3 clusters Score -194943.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -194946.625000 Penalty: 739.216797
	Iteration 13Q: 3 clusters Score -194946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -194947.984375 Penalty: 739.216797
	Iteration 14Q: 3 clusters Score -194948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -194949.453125 Penalty: 739.216797
	Iteration 15Q: 3 clusters Score -194949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -194950.437500 Penalty: 739.216797
	Iteration 16Q: 3 clusters Score -194950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -194951.671875 Penalty: 739.216797
	Iteration 17Q: 3 clusters Score -194951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -194952.000000 Penalty: 739.216797
	Iteration 18Q: 3 clusters Score -194952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -194952.000000 Penalty: 739.216797
	Iteration 19F: 3 clusters Score -194952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 84515 members 
Mstep: Class 7 contains 102875 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Entering Unmasked Estep 
Score: -13702343.000000 Penalty: 11808.088867
Splitting cluster 5 changes total score from -13677271.000000 to -13702343.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (84515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Entering Unmasked Estep 
Score: -5059055.500000 Penalty: 516.183167
	Iteration 0F: 2 clusters Score -5059056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5002109.500000 Penalty: 1032.366333
	Iteration 0F: 3 clusters Score -5002110 nChanged 40997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -5028363.000000 Penalty: 1032.366333
	Iteration 1F: 3 clusters Score -5028363 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -5032425.500000 Penalty: 1032.366333
	Iteration 2F: 3 clusters Score -5032426 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -5039610.000000 Penalty: 1032.366333
	Iteration 3F: 3 clusters Score -5039610 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -5050910.500000 Penalty: 1032.366333
	Iteration 4F: 3 clusters Score -5050910 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -5062115.500000 Penalty: 1032.366333
	Iteration 5F: 3 clusters Score -5062116 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -5068318.000000 Penalty: 1032.366333
	Iteration 6F: 3 clusters Score -5068318 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -5070744.500000 Penalty: 1032.366333
	Iteration 7Q: 3 clusters Score -5070744 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -5071503.500000 Penalty: 1032.366333
	Iteration 8Q: 3 clusters Score -5071504 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -5071654.000000 Penalty: 1032.366333
	Iteration 9Q: 3 clusters Score -5071654 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -5071718.000000 Penalty: 1032.366333
	Iteration 10Q: 3 clusters Score -5071718 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -5071744.000000 Penalty: 1032.366333
	Iteration 11Q: 3 clusters Score -5071744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -5071739.500000 Penalty: 1032.366333
	Iteration 12Q: 3 clusters Score -5071740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -5071727.500000 Penalty: 1032.366333
	Iteration 13Q: 3 clusters Score -5071728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -5071724.000000 Penalty: 1032.366333
	Iteration 14Q: 3 clusters Score -5071724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -5071720.500000 Penalty: 1032.366333
	Iteration 15Q: 3 clusters Score -5071720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -5071730.000000 Penalty: 1032.366333
	Iteration 16Q: 3 clusters Score -5071730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -5071728.500000 Penalty: 1032.366333
	Iteration 17Q: 3 clusters Score -5071728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -5071728.500000 Penalty: 1032.366333
	Iteration 18F: 3 clusters Score -5071728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 102875 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Entering Unmasked Estep 
Score: -13715074.000000 Penalty: 12370.378906
Splitting cluster 6 changes total score from -13677271.000000 to -13715074.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (102875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102875 members 
Entering Unmasked Estep 
Score: -6580952.500000 Penalty: 525.127808
	Iteration 0F: 2 clusters Score -6580952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -6517443.000000 Penalty: 1050.255615
	Iteration 0F: 3 clusters Score -6517443 nChanged 50434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -6572431.500000 Penalty: 1050.255615
	Iteration 1F: 3 clusters Score -6572432 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -6597662.000000 Penalty: 1050.255615
	Iteration 2F: 3 clusters Score -6597662 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -6634898.000000 Penalty: 1050.255615
	Iteration 3F: 3 clusters Score -6634898 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -6710482.000000 Penalty: 1050.255615
	Iteration 4F: 3 clusters Score -6710482 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -6814703.000000 Penalty: 1050.255615
	Iteration 5F: 3 clusters Score -6814703 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -6845846.000000 Penalty: 1050.255615
	Iteration 6Q: 3 clusters Score -6845846 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -6846910.500000 Penalty: 1050.255615
	Iteration 7Q: 3 clusters Score -6846910 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -6847210.500000 Penalty: 1050.255615
	Iteration 8Q: 3 clusters Score -6847210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -6847265.500000 Penalty: 1050.255615
	Iteration 9Q: 3 clusters Score -6847266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -6847274.500000 Penalty: 1050.255615
	Iteration 10Q: 3 clusters Score -6847274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -6847284.500000 Penalty: 1050.255615
	Iteration 11Q: 3 clusters Score -6847284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -6847307.500000 Penalty: 1050.255615
	Iteration 12Q: 3 clusters Score -6847308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -6847308.000000 Penalty: 1050.255615
	Iteration 13Q: 3 clusters Score -6847308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -6847315.000000 Penalty: 1050.255615
	Iteration 14Q: 3 clusters Score -6847315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -6847319.500000 Penalty: 1050.255615
	Iteration 15Q: 3 clusters Score -6847320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -6847313.500000 Penalty: 1050.255615
	Iteration 16Q: 3 clusters Score -6847314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -6847326.500000 Penalty: 1050.255615
	Iteration 17Q: 3 clusters Score -6847326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -6847321.500000 Penalty: 1050.255615
	Iteration 18Q: 3 clusters Score -6847322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -6847314.000000 Penalty: 1050.255615
	Iteration 19Q: 3 clusters Score -6847314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -6847305.500000 Penalty: 1050.255615
	Iteration 20F: 3 clusters Score -6847306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -6847305.000000 Penalty: 1050.255615
	Iteration 21Q: 3 clusters Score -6847305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -6847305.000000 Penalty: 1050.255615
	Iteration 22F: 3 clusters Score -6847305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Entering Unmasked Estep 
Score: -13980662.000000 Penalty: 12932.668945
Splitting cluster 7 changes total score from -13677271.000000 to -13980662.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -138754.703125 Penalty: 351.662933
	Iteration 0F: 2 clusters Score -138754.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -137149.343750 Penalty: 703.325867
	Iteration 0F: 3 clusters Score -137149.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -137646.421875 Penalty: 703.325867
	Iteration 1F: 3 clusters Score -137646.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -137770.468750 Penalty: 703.325867
	Iteration 2F: 3 clusters Score -137770.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -137872.218750 Penalty: 703.325867
	Iteration 3F: 3 clusters Score -137872.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -137935.578125 Penalty: 703.325867
	Iteration 4F: 3 clusters Score -137935.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -137975.781250 Penalty: 703.325867
	Iteration 5Q: 3 clusters Score -137975.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -138021.656250 Penalty: 703.325867
	Iteration 6Q: 3 clusters Score -138021.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -138106.625000 Penalty: 703.325867
	Iteration 7Q: 3 clusters Score -138106.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -138228.953125 Penalty: 703.325867
	Iteration 8F: 3 clusters Score -138229 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -138348.703125 Penalty: 703.325867
	Iteration 9F: 3 clusters Score -138348.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -138465.062500 Penalty: 703.325867
	Iteration 10Q: 3 clusters Score -138465.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -138571.625000 Penalty: 703.325867
	Iteration 11Q: 3 clusters Score -138571.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -138621.906250 Penalty: 703.325867
	Iteration 12Q: 3 clusters Score -138621.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -138644.437500 Penalty: 703.325867
	Iteration 13Q: 3 clusters Score -138644.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -138657.890625 Penalty: 703.325867
	Iteration 14Q: 3 clusters Score -138657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -138667.359375 Penalty: 703.325867
	Iteration 15Q: 3 clusters Score -138667.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -138673.468750 Penalty: 703.325867
	Iteration 16Q: 3 clusters Score -138673.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -138678.296875 Penalty: 703.325867
	Iteration 17Q: 3 clusters Score -138678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -138680.109375 Penalty: 703.325867
	Iteration 18Q: 3 clusters Score -138680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -138681.062500 Penalty: 703.325867
	Iteration 19Q: 3 clusters Score -138681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -138683.703125 Penalty: 703.325867
	Iteration 20F: 3 clusters Score -138683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -138684.890625 Penalty: 703.325867
	Iteration 21Q: 3 clusters Score -138684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -138684.890625 Penalty: 703.325867
	Iteration 22F: 3 clusters Score -138684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -188720.421875 Penalty: 368.653900
	Iteration 0F: 2 clusters Score -188720.4 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 1668 members 
Entering Unmasked Estep 
Score: -186473.421875 Penalty: 737.307800
	Iteration 0F: 3 clusters Score -186473.4 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -187523.062500 Penalty: 737.307800
	Iteration 1F: 3 clusters Score -187523.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -187958.375000 Penalty: 737.307800
	Iteration 2F: 3 clusters Score -187958.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -188690.484375 Penalty: 737.307800
	Iteration 3F: 3 clusters Score -188690.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -189397.234375 Penalty: 737.307800
	Iteration 4F: 3 clusters Score -189397.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -189756.000000 Penalty: 737.307800
	Iteration 5F: 3 clusters Score -189756 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -189888.375000 Penalty: 737.307800
	Iteration 6Q: 3 clusters Score -189888.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -189956.046875 Penalty: 737.307800
	Iteration 7Q: 3 clusters Score -189956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -189991.281250 Penalty: 737.307800
	Iteration 8Q: 3 clusters Score -189991.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -190012.031250 Penalty: 737.307800
	Iteration 9Q: 3 clusters Score -190012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -190039.890625 Penalty: 737.307800
	Iteration 10Q: 3 clusters Score -190039.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -190061.312500 Penalty: 737.307800
	Iteration 11Q: 3 clusters Score -190061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -190077.953125 Penalty: 737.307800
	Iteration 12Q: 3 clusters Score -190078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -190099.515625 Penalty: 737.307800
	Iteration 13Q: 3 clusters Score -190099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -190111.281250 Penalty: 737.307800
	Iteration 14Q: 3 clusters Score -190111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -190138.078125 Penalty: 737.307800
	Iteration 15Q: 3 clusters Score -190138.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -190160.156250 Penalty: 737.307800
	Iteration 16Q: 3 clusters Score -190160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -190175.375000 Penalty: 737.307800
	Iteration 17Q: 3 clusters Score -190175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -190211.125000 Penalty: 737.307800
	Iteration 18Q: 3 clusters Score -190211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -190231.953125 Penalty: 737.307800
	Iteration 19Q: 3 clusters Score -190232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -190245.765625 Penalty: 737.307800
	Iteration 20F: 3 clusters Score -190245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -190251.140625 Penalty: 737.307800
	Iteration 21Q: 3 clusters Score -190251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -190253.062500 Penalty: 737.307800
	Iteration 22Q: 3 clusters Score -190253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -190253.375000 Penalty: 737.307800
	Iteration 23Q: 3 clusters Score -190253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -190253.703125 Penalty: 737.307800
	Iteration 24Q: 3 clusters Score -190253.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -190253.703125 Penalty: 737.307800
	Iteration 25F: 3 clusters Score -190253.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Entering Unmasked Estep 
Score: -13981970.000000 Penalty: 13494.958984
Splitting cluster 9 changes total score from -13677271.000000 to -13981970.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -90340.679688 Penalty: 360.906128
	Iteration 0F: 2 clusters Score -90340.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -88630.171875 Penalty: 721.812256
	Iteration 0F: 3 clusters Score -88630.17 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -93558.078125 Penalty: 721.812256
	Iteration 1F: 3 clusters Score -93558.08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -95298.132812 Penalty: 721.812256
	Iteration 2F: 3 clusters Score -95298.13 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -95959.242188 Penalty: 721.812256
	Iteration 3F: 3 clusters Score -95959.24 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -96590.890625 Penalty: 721.812256
	Iteration 4F: 3 clusters Score -96590.89 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -97542.539062 Penalty: 721.812256
	Iteration 5F: 3 clusters Score -97542.54 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -98994.164062 Penalty: 721.812256
	Iteration 6F: 3 clusters Score -98994.16 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -100316.359375 Penalty: 721.812256
	Iteration 7Q: 3 clusters Score -100316.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -101177.187500 Penalty: 721.812256
	Iteration 8Q: 3 clusters Score -101177.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -101243.375000 Penalty: 721.812256
	Iteration 9Q: 3 clusters Score -101243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -101255.414062 Penalty: 721.812256
	Iteration 10Q: 3 clusters Score -101255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -101256.203125 Penalty: 721.812256
	Iteration 11Q: 3 clusters Score -101256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -101256.203125 Penalty: 721.812256
	Iteration 12F: 3 clusters Score -101256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1605 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Entering Unmasked Estep 
Score: -13992706.000000 Penalty: 14057.249023
Splitting cluster 11 changes total score from -13677271.000000 to -13992706.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -78548.179688 Penalty: 335.829987
	Iteration 0F: 2 clusters Score -78548.18 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 818 members 
Entering Unmasked Estep 
Score: -77514.773438 Penalty: 671.659973
	Iteration 0F: 3 clusters Score -77514.77 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -79141.960938 Penalty: 671.659973
	Iteration 1F: 3 clusters Score -79141.96 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -79800.476562 Penalty: 671.659973
	Iteration 2F: 3 clusters Score -79800.48 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -80305.335938 Penalty: 671.659973
	Iteration 3F: 3 clusters Score -80305.34 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -80550.406250 Penalty: 671.659973
	Iteration 4F: 3 clusters Score -80550.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -80633.632812 Penalty: 671.659973
	Iteration 5Q: 3 clusters Score -80633.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -80755.460938 Penalty: 671.659973
	Iteration 6Q: 3 clusters Score -80755.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -80921.562500 Penalty: 671.659973
	Iteration 7Q: 3 clusters Score -80921.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -81352.343750 Penalty: 671.659973
	Iteration 8Q: 3 clusters Score -81352.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -82746.179688 Penalty: 671.659973
	Iteration 9Q: 3 clusters Score -82746.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83099.851562 Penalty: 671.659973
	Iteration 10Q: 3 clusters Score -83099.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83131.890625 Penalty: 671.659973
	Iteration 11Q: 3 clusters Score -83131.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83144.859375 Penalty: 671.659973
	Iteration 12Q: 3 clusters Score -83144.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83157.312500 Penalty: 671.659973
	Iteration 13Q: 3 clusters Score -83157.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -83158.507812 Penalty: 671.659973
	Iteration 14Q: 3 clusters Score -83158.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -83197.945312 Penalty: 671.659973
	Iteration 15F: 3 clusters Score -83197.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83264.281250 Penalty: 671.659973
	Iteration 16Q: 3 clusters Score -83264.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83302.601562 Penalty: 671.659973
	Iteration 17Q: 3 clusters Score -83302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83315.273438 Penalty: 671.659973
	Iteration 18Q: 3 clusters Score -83315.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83323.687500 Penalty: 671.659973
	Iteration 19Q: 3 clusters Score -83323.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83331.632812 Penalty: 671.659973
	Iteration 20F: 3 clusters Score -83331.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83334.812500 Penalty: 671.659973
	Iteration 21Q: 3 clusters Score -83334.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83336.984375 Penalty: 671.659973
	Iteration 22Q: 3 clusters Score -83336.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83337.320312 Penalty: 671.659973
	Iteration 23Q: 3 clusters Score -83337.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83338.281250 Penalty: 671.659973
	Iteration 24Q: 3 clusters Score -83338.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83338.468750 Penalty: 671.659973
	Iteration 25Q: 3 clusters Score -83338.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83338.570312 Penalty: 671.659973
	Iteration 26Q: 3 clusters Score -83338.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83338.656250 Penalty: 671.659973
	Iteration 27Q: 3 clusters Score -83338.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83338.656250 Penalty: 671.659973
	Iteration 28F: 3 clusters Score -83338.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 382 members 
Entering Unmasked Estep 
Score: -13997268.000000 Penalty: 14619.539062
Splitting cluster 12 changes total score from -13677271.000000 to -13997268.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -58266.890625 Penalty: 313.057465
	Iteration 0F: 2 clusters Score -58266.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -57559.921875 Penalty: 626.114929
	Iteration 0F: 3 clusters Score -57559.92 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58210.265625 Penalty: 626.114929
	Iteration 1F: 3 clusters Score -58210.27 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -58536.980469 Penalty: 626.114929
	Iteration 2F: 3 clusters Score -58536.98 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -58893.585938 Penalty: 626.114929
	Iteration 3F: 3 clusters Score -58893.59 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59008.757812 Penalty: 626.114929
	Iteration 4F: 3 clusters Score -59008.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59062.414062 Penalty: 626.114929
	Iteration 5Q: 3 clusters Score -59062.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -59106.207031 Penalty: 626.114929
	Iteration 6Q: 3 clusters Score -59106.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -59137.136719 Penalty: 626.114929
	Iteration 7Q: 3 clusters Score -59137.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -59193.140625 Penalty: 626.114929
	Iteration 8Q: 3 clusters Score -59193.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59240.359375 Penalty: 626.114929
	Iteration 9Q: 3 clusters Score -59240.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -59307.054688 Penalty: 626.114929
	Iteration 10Q: 3 clusters Score -59307.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -59415.660156 Penalty: 626.114929
	Iteration 11Q: 3 clusters Score -59415.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -59456.660156 Penalty: 626.114929
	Iteration 12Q: 3 clusters Score -59456.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59460.699219 Penalty: 626.114929
	Iteration 13Q: 3 clusters Score -59460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59461.820312 Penalty: 626.114929
	Iteration 14Q: 3 clusters Score -59461.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59462.527344 Penalty: 626.114929
	Iteration 15Q: 3 clusters Score -59462.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -59463.078125 Penalty: 626.114929
	Iteration 16Q: 3 clusters Score -59463.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -59463.390625 Penalty: 626.114929
	Iteration 17Q: 3 clusters Score -59463.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -59463.804688 Penalty: 626.114929
	Iteration 18Q: 3 clusters Score -59463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59465.882812 Penalty: 626.114929
	Iteration 19Q: 3 clusters Score -59465.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -59467.808594 Penalty: 626.114929
	Iteration 20F: 3 clusters Score -59467.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -59468.492188 Penalty: 626.114929
	Iteration 21Q: 3 clusters Score -59468.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -59468.492188 Penalty: 626.114929
	Iteration 22F: 3 clusters Score -59468.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 535 members 
Entering Unmasked Estep 
Score: -13998240.000000 Penalty: 15181.828125
Splitting cluster 13 changes total score from -13677271.000000 to -13998240.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (2636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Entering Unmasked Estep 
Score: -156992.875000 Penalty: 358.404327
	Iteration 0F: 2 clusters Score -156992.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -155136.234375 Penalty: 716.808655
	Iteration 0F: 3 clusters Score -155136.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -155875.843750 Penalty: 716.808655
	Iteration 1F: 3 clusters Score -155875.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -156103.093750 Penalty: 716.808655
	Iteration 2F: 3 clusters Score -156103.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -156344.421875 Penalty: 716.808655
	Iteration 3F: 3 clusters Score -156344.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -156579.312500 Penalty: 716.808655
	Iteration 4F: 3 clusters Score -156579.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -156762.109375 Penalty: 716.808655
	Iteration 5F: 3 clusters Score -156762.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -156889.281250 Penalty: 716.808655
	Iteration 6F: 3 clusters Score -156889.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -156963.906250 Penalty: 716.808655
	Iteration 7Q: 3 clusters Score -156963.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -157002.921875 Penalty: 716.808655
	Iteration 8Q: 3 clusters Score -157002.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -157014.062500 Penalty: 716.808655
	Iteration 9Q: 3 clusters Score -157014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -157018.625000 Penalty: 716.808655
	Iteration 10Q: 3 clusters Score -157018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -157021.546875 Penalty: 716.808655
	Iteration 11Q: 3 clusters Score -157021.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -157022.656250 Penalty: 716.808655
	Iteration 12Q: 3 clusters Score -157022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -157023.109375 Penalty: 716.808655
	Iteration 13Q: 3 clusters Score -157023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -157023.281250 Penalty: 716.808655
	Iteration 14Q: 3 clusters Score -157023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -157023.640625 Penalty: 716.808655
	Iteration 15Q: 3 clusters Score -157023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -157023.640625 Penalty: 716.808655
	Iteration 16F: 3 clusters Score -157023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 2365 members 
Entering Unmasked Estep 
Score: -13998048.000000 Penalty: 15744.118164
Splitting cluster 14 changes total score from -13677271.000000 to -13998048.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -129171.031250 Penalty: 351.602844
	Iteration 0F: 2 clusters Score -129171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -127620.609375 Penalty: 703.205688
	Iteration 0F: 3 clusters Score -127620.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -128817.484375 Penalty: 703.205688
	Iteration 1F: 3 clusters Score -128817.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -129447.851562 Penalty: 703.205688
	Iteration 2F: 3 clusters Score -129447.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -130139.585938 Penalty: 703.205688
	Iteration 3F: 3 clusters Score -130139.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -130593.187500 Penalty: 703.205688
	Iteration 4F: 3 clusters Score -130593.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -130745.703125 Penalty: 703.205688
	Iteration 5Q: 3 clusters Score -130745.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130809.835938 Penalty: 703.205688
	Iteration 6Q: 3 clusters Score -130809.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -130839.210938 Penalty: 703.205688
	Iteration 7Q: 3 clusters Score -130839.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -130861.992188 Penalty: 703.205688
	Iteration 8Q: 3 clusters Score -130862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -130886.445312 Penalty: 703.205688
	Iteration 9Q: 3 clusters Score -130886.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -130898.000000 Penalty: 703.205688
	Iteration 10Q: 3 clusters Score -130898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -130903.015625 Penalty: 703.205688
	Iteration 11Q: 3 clusters Score -130903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -130908.023438 Penalty: 703.205688
	Iteration 12Q: 3 clusters Score -130908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -130912.867188 Penalty: 703.205688
	Iteration 13Q: 3 clusters Score -130912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -130914.367188 Penalty: 703.205688
	Iteration 14Q: 3 clusters Score -130914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -130915.976562 Penalty: 703.205688
	Iteration 15Q: 3 clusters Score -130916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -130918.882812 Penalty: 703.205688
	Iteration 16Q: 3 clusters Score -130918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -130922.054688 Penalty: 703.205688
	Iteration 17Q: 3 clusters Score -130922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -130924.945312 Penalty: 703.205688
	Iteration 18Q: 3 clusters Score -130924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -130928.062500 Penalty: 703.205688
	Iteration 19Q: 3 clusters Score -130928.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -130938.156250 Penalty: 703.205688
	Iteration 20F: 3 clusters Score -130938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -130988.695312 Penalty: 703.205688
	Iteration 21Q: 3 clusters Score -130988.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -131071.515625 Penalty: 703.205688
	Iteration 22Q: 3 clusters Score -131071.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -131246.578125 Penalty: 703.205688
	Iteration 23Q: 3 clusters Score -131246.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -131559.343750 Penalty: 703.205688
	Iteration 24Q: 3 clusters Score -131559.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -131732.609375 Penalty: 703.205688
	Iteration 25Q: 3 clusters Score -131732.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -131800.953125 Penalty: 703.205688
	Iteration 26Q: 3 clusters Score -131801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -131837.281250 Penalty: 703.205688
	Iteration 27Q: 3 clusters Score -131837.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -131872.671875 Penalty: 703.205688
	Iteration 28Q: 3 clusters Score -131872.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -131891.703125 Penalty: 703.205688
	Iteration 29Q: 3 clusters Score -131891.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -131906.984375 Penalty: 703.205688
	Iteration 30Q: 3 clusters Score -131907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -131953.437500 Penalty: 703.205688
	Iteration 31Q: 3 clusters Score -131953.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -131983.703125 Penalty: 703.205688
	Iteration 32Q: 3 clusters Score -131983.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -131999.328125 Penalty: 703.205688
	Iteration 33Q: 3 clusters Score -131999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -132013.609375 Penalty: 703.205688
	Iteration 34Q: 3 clusters Score -132013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -132024.843750 Penalty: 703.205688
	Iteration 35Q: 3 clusters Score -132024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -132030.890625 Penalty: 703.205688
	Iteration 36Q: 3 clusters Score -132030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -132033.125000 Penalty: 703.205688
	Iteration 37Q: 3 clusters Score -132033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -132033.437500 Penalty: 703.205688
	Iteration 38Q: 3 clusters Score -132033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -132078.140625 Penalty: 703.205688
	Iteration 39F: 3 clusters Score -132078.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -132170.593750 Penalty: 703.205688
	Iteration 40F: 3 clusters Score -132170.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -132323.875000 Penalty: 703.205688
	Iteration 41Q: 3 clusters Score -132323.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -132595.984375 Penalty: 703.205688
	Iteration 42Q: 3 clusters Score -132596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -132759.234375 Penalty: 703.205688
	Iteration 43Q: 3 clusters Score -132759.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -132816.359375 Penalty: 703.205688
	Iteration 44Q: 3 clusters Score -132816.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -132874.750000 Penalty: 703.205688
	Iteration 45Q: 3 clusters Score -132874.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -132894.015625 Penalty: 703.205688
	Iteration 46Q: 3 clusters Score -132894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -132921.015625 Penalty: 703.205688
	Iteration 47Q: 3 clusters Score -132921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -132947.687500 Penalty: 703.205688
	Iteration 48Q: 3 clusters Score -132947.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -132969.828125 Penalty: 703.205688
	Iteration 49Q: 3 clusters Score -132969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -133005.687500 Penalty: 703.205688
	Iteration 50Q: 3 clusters Score -133005.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -133015.562500 Penalty: 703.205688
	Iteration 51Q: 3 clusters Score -133015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -133032.796875 Penalty: 703.205688
	Iteration 52Q: 3 clusters Score -133032.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -133035.234375 Penalty: 703.205688
	Iteration 53Q: 3 clusters Score -133035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -133037.671875 Penalty: 703.205688
	Iteration 54Q: 3 clusters Score -133037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -133038.437500 Penalty: 703.205688
	Iteration 55Q: 3 clusters Score -133038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -133038.406250 Penalty: 703.205688
	Iteration 56Q: 3 clusters Score -133038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -133400.953125 Penalty: 703.205688
	Iteration 57F: 3 clusters Score -133401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -134325.390625 Penalty: 703.205688
	Iteration 58Q: 3 clusters Score -134325.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -134349.046875 Penalty: 703.205688
	Iteration 59Q: 3 clusters Score -134349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -134358.093750 Penalty: 703.205688
	Iteration 60F: 3 clusters Score -134358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -134359.484375 Penalty: 703.205688
	Iteration 61Q: 3 clusters Score -134359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -134359.625000 Penalty: 703.205688
	Iteration 62Q: 3 clusters Score -134359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -134360.156250 Penalty: 703.205688
	Iteration 63Q: 3 clusters Score -134360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -134360.015625 Penalty: 703.205688
	Iteration 64Q: 3 clusters Score -134360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -134360.015625 Penalty: 703.205688
	Iteration 65F: 3 clusters Score -134360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 1195 members 
Entering Unmasked Estep 
Score: -14003046.000000 Penalty: 16306.408203
Splitting cluster 15 changes total score from -13677271.000000 to -14003046.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -102192.078125 Penalty: 346.764374
	Iteration 0F: 2 clusters Score -102192.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -100858.554688 Penalty: 693.528748
	Iteration 0F: 3 clusters Score -100858.6 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -103080.203125 Penalty: 693.528748
	Iteration 1F: 3 clusters Score -103080.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104268.492188 Penalty: 693.528748
	Iteration 2F: 3 clusters Score -104268.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104570.070312 Penalty: 693.528748
	Iteration 3F: 3 clusters Score -104570.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104777.679688 Penalty: 693.528748
	Iteration 4Q: 3 clusters Score -104777.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104860.796875 Penalty: 693.528748
	Iteration 5Q: 3 clusters Score -104860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104867.757812 Penalty: 693.528748
	Iteration 6Q: 3 clusters Score -104867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104869.554688 Penalty: 693.528748
	Iteration 7Q: 3 clusters Score -104869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104871.343750 Penalty: 693.528748
	Iteration 8Q: 3 clusters Score -104871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104873.625000 Penalty: 693.528748
	Iteration 9Q: 3 clusters Score -104873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104874.789062 Penalty: 693.528748
	Iteration 10Q: 3 clusters Score -104874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104875.703125 Penalty: 693.528748
	Iteration 11Q: 3 clusters Score -104875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104875.601562 Penalty: 693.528748
	Iteration 12Q: 3 clusters Score -104875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104878.921875 Penalty: 693.528748
	Iteration 13F: 3 clusters Score -104878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104881.226562 Penalty: 693.528748
	Iteration 14Q: 3 clusters Score -104881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104882.609375 Penalty: 693.528748
	Iteration 15Q: 3 clusters Score -104882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104882.750000 Penalty: 693.528748
	Iteration 16Q: 3 clusters Score -104882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104882.750000 Penalty: 693.528748
	Iteration 17F: 3 clusters Score -104882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 1195 members 
Mstep: Class 30 contains 388 members 
Entering Unmasked Estep 
Score: -14005506.000000 Penalty: 16868.699219
Splitting cluster 16 changes total score from -13677271.000000 to -14005506.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -61273.144531 Penalty: 328.527008
	Iteration 0F: 2 clusters Score -61273.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -60333.441406 Penalty: 657.054016
	Iteration 0F: 3 clusters Score -60333.44 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -61761.796875 Penalty: 657.054016
	Iteration 1F: 3 clusters Score -61761.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -62679.402344 Penalty: 657.054016
	Iteration 2F: 3 clusters Score -62679.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63342.105469 Penalty: 657.054016
	Iteration 3F: 3 clusters Score -63342.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -65547.140625 Penalty: 657.054016
	Iteration 4Q: 3 clusters Score -65547.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -65576.281250 Penalty: 657.054016
	Iteration 5Q: 3 clusters Score -65576.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65580.687500 Penalty: 657.054016
	Iteration 6Q: 3 clusters Score -65580.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65581.820312 Penalty: 657.054016
	Iteration 7Q: 3 clusters Score -65581.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -65581.820312 Penalty: 657.054016
	Iteration 8F: 3 clusters Score -65581.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 1195 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 478 members 
Entering Unmasked Estep 
Score: -14009588.000000 Penalty: 17430.988281
Splitting cluster 17 changes total score from -13677271.000000 to -14009588.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -89304.375000 Penalty: 335.829987
	Iteration 0F: 2 clusters Score -89304.38 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 793 members 
Entering Unmasked Estep 
Score: -88162.078125 Penalty: 671.659973
	Iteration 0F: 3 clusters Score -88162.08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -89092.000000 Penalty: 671.659973
	Iteration 1F: 3 clusters Score -89092 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -89796.726562 Penalty: 671.659973
	Iteration 2F: 3 clusters Score -89796.73 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -90290.054688 Penalty: 671.659973
	Iteration 3F: 3 clusters Score -90290.05 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -90639.039062 Penalty: 671.659973
	Iteration 4F: 3 clusters Score -90639.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -91104.343750 Penalty: 671.659973
	Iteration 5Q: 3 clusters Score -91104.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -91462.984375 Penalty: 671.659973
	Iteration 6Q: 3 clusters Score -91462.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -91642.523438 Penalty: 671.659973
	Iteration 7Q: 3 clusters Score -91642.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -91942.593750 Penalty: 671.659973
	Iteration 8Q: 3 clusters Score -91942.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -92751.742188 Penalty: 671.659973
	Iteration 9Q: 3 clusters Score -92751.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -92979.187500 Penalty: 671.659973
	Iteration 10Q: 3 clusters Score -92979.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -93055.062500 Penalty: 671.659973
	Iteration 11Q: 3 clusters Score -93055.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -93083.382812 Penalty: 671.659973
	Iteration 12Q: 3 clusters Score -93083.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -93100.875000 Penalty: 671.659973
	Iteration 13Q: 3 clusters Score -93100.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -93109.015625 Penalty: 671.659973
	Iteration 14Q: 3 clusters Score -93109.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -93114.226562 Penalty: 671.659973
	Iteration 15Q: 3 clusters Score -93114.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -93115.593750 Penalty: 671.659973
	Iteration 16Q: 3 clusters Score -93115.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -93119.601562 Penalty: 671.659973
	Iteration 17Q: 3 clusters Score -93119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93120.093750 Penalty: 671.659973
	Iteration 18Q: 3 clusters Score -93120.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -93120.179688 Penalty: 671.659973
	Iteration 19Q: 3 clusters Score -93120.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -93147.000000 Penalty: 671.659973
	Iteration 20F: 3 clusters Score -93147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -93168.695312 Penalty: 671.659973
	Iteration 21Q: 3 clusters Score -93168.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -93195.796875 Penalty: 671.659973
	Iteration 22Q: 3 clusters Score -93195.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -93225.453125 Penalty: 671.659973
	Iteration 23Q: 3 clusters Score -93225.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -93256.882812 Penalty: 671.659973
	Iteration 24Q: 3 clusters Score -93256.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -93267.445312 Penalty: 671.659973
	Iteration 25Q: 3 clusters Score -93267.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -93269.257812 Penalty: 671.659973
	Iteration 26Q: 3 clusters Score -93269.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -93269.453125 Penalty: 671.659973
	Iteration 27Q: 3 clusters Score -93269.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -93269.453125 Penalty: 671.659973
	Iteration 28F: 3 clusters Score -93269.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 10791 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 1195 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 808 members 
Entering Unmasked Estep 
Score: -14013344.000000 Penalty: 17993.277344
Splitting cluster 18 changes total score from -13677271.000000 to -14013344.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (10791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Entering Unmasked Estep 
Score: -592325.562500 Penalty: 422.534271
	Iteration 0F: 2 clusters Score -592325.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -585189.187500 Penalty: 845.068542
	Iteration 0F: 3 clusters Score -585189.2 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -589385.000000 Penalty: 845.068542
	Iteration 1F: 3 clusters Score -589385 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -591733.625000 Penalty: 845.068542
	Iteration 2F: 3 clusters Score -591733.6 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -593026.625000 Penalty: 845.068542
	Iteration 3F: 3 clusters Score -593026.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -593406.250000 Penalty: 845.068542
	Iteration 4Q: 3 clusters Score -593406.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -593530.937500 Penalty: 845.068542
	Iteration 5Q: 3 clusters Score -593530.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -593587.875000 Penalty: 845.068542
	Iteration 6Q: 3 clusters Score -593587.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -593617.625000 Penalty: 845.068542
	Iteration 7Q: 3 clusters Score -593617.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -593630.562500 Penalty: 845.068542
	Iteration 8Q: 3 clusters Score -593630.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -593635.312500 Penalty: 845.068542
	Iteration 9Q: 3 clusters Score -593635.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -593636.375000 Penalty: 845.068542
	Iteration 10Q: 3 clusters Score -593636.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -593638.437500 Penalty: 845.068542
	Iteration 11Q: 3 clusters Score -593638.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -593638.062500 Penalty: 845.068542
	Iteration 12Q: 3 clusters Score -593638.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -593638.687500 Penalty: 845.068542
	Iteration 13Q: 3 clusters Score -593638.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -593641.250000 Penalty: 845.068542
	Iteration 14Q: 3 clusters Score -593641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -593641.562500 Penalty: 845.068542
	Iteration 15Q: 3 clusters Score -593641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -593641.562500 Penalty: 845.068542
	Iteration 16Q: 3 clusters Score -593641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -593642.625000 Penalty: 845.068542
	Iteration 17Q: 3 clusters Score -593642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -593642.625000 Penalty: 845.068542
	Iteration 18F: 3 clusters Score -593642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 9786 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 77437 members 
Mstep: Class 23 contains 82907 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 1195 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 808 members 
Mstep: Class 33 contains 1005 members 
Entering Unmasked Estep 
Score: -14014520.000000 Penalty: 18555.568359
Splitting cluster 19 changes total score from -13677271.000000 to -14014520.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 7078 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 9786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14021070.000000 Penalty: 18555.568359
Iteration 39Q: 34 clusters Score -1.402107e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 220 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 7134 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 2262 members 
Mstep: Class 9 contains 870 members 
Mstep: Class 10 contains 1365 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 12 contains 1229 members 
Mstep: Class 13 contains 434 members 
Mstep: Class 14 contains 354 members 
Mstep: Class 15 contains 1077 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 9976 members 
Mstep: Class 20 contains 921 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 74444 members 
Mstep: Class 23 contains 85227 members 
Mstep: Class 24 contains 2471 members 
Mstep: Class 25 contains 1156 members 
Mstep: Class 26 contains 396 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 2364 members 
Mstep: Class 29 contains 1198 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 807 members 
Mstep: Class 33 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14027684.000000 Penalty: 18555.568359
Iteration 40F: 34 clusters Score -1.402768e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 551 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 5 contains 832 members 
Mstep: Class 6 contains 7061 members 
Mstep: Class 7 contains 19978 members 
Mstep: Class 8 contains 2258 members 
Mstep: Class 9 contains 875 members 
Mstep: Class 10 contains 1384 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 1230 members 
Mstep: Class 13 contains 439 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 1084 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 19 contains 9668 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 72396 members 
Mstep: Class 23 contains 87140 members 
Mstep: Class 24 contains 2617 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 398 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 2367 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 454 members 
Mstep: Class 31 contains 438 members 
Mstep: Class 32 contains 803 members 
Mstep: Class 33 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14031800.000000 Penalty: 18555.568359
Iteration 41Q: 34 clusters Score -1.40318e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 4638 members 
Mstep: Class 5 contains 834 members 
Mstep: Class 6 contains 7052 members 
Mstep: Class 7 contains 19982 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 1385 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1232 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 893 members 
Mstep: Class 18 contains 852 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 930 members 
Mstep: Class 21 contains 2780 members 
Mstep: Class 22 contains 70681 members 
Mstep: Class 23 contains 88768 members 
Mstep: Class 24 contains 2723 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 396 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2373 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 450 members 
Mstep: Class 31 contains 432 members 
Mstep: Class 32 contains 803 members 
Mstep: Class 33 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14033424.000000 Penalty: 18555.568359
Iteration 42Q: 34 clusters Score -1.403342e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 570 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 19983 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 9 contains 878 members 
Mstep: Class 10 contains 1381 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 931 members 
Mstep: Class 21 contains 2851 members 
Mstep: Class 22 contains 69063 members 
Mstep: Class 23 contains 90249 members 
Mstep: Class 24 contains 2797 members 
Mstep: Class 25 contains 1190 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 1203 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 431 members 
Mstep: Class 32 contains 806 members 
Mstep: Class 33 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14034721.000000 Penalty: 18555.568359
Iteration 43Q: 34 clusters Score -1.403472e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 997 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 790 members 
Mstep: Class 6 contains 7218 members 
Mstep: Class 7 contains 19980 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 1379 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 1089 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 9396 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2894 members 
Mstep: Class 22 contains 67529 members 
Mstep: Class 23 contains 91595 members 
Mstep: Class 24 contains 2855 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2388 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 430 members 
Mstep: Class 32 contains 805 members 
Mstep: Class 33 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14035434.000000 Penalty: 18555.568359
Iteration 44Q: 34 clusters Score -1.403543e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 576 members 
Mstep: Class 4 contains 4736 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 19971 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 864 members 
Mstep: Class 10 contains 1375 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 9385 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 66093 members 
Mstep: Class 23 contains 92822 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 1187 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2390 members 
Mstep: Class 29 contains 1200 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 429 members 
Mstep: Class 32 contains 807 members 
Mstep: Class 33 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14035847.000000 Penalty: 18555.568359
Iteration 45Q: 34 clusters Score -1.403585e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 3 contains 577 members 
Mstep: Class 4 contains 4757 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 19960 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 855 members 
Mstep: Class 10 contains 1371 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 1092 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9370 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 64779 members 
Mstep: Class 23 contains 93928 members 
Mstep: Class 24 contains 2915 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2393 members 
Mstep: Class 29 contains 1200 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 807 members 
Mstep: Class 33 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14036269.000000 Penalty: 18555.568359
Iteration 46Q: 34 clusters Score -1.403627e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 577 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 7746 members 
Mstep: Class 7 contains 19952 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 1364 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 463 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 881 members 
Mstep: Class 19 contains 9377 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 22 contains 63554 members 
Mstep: Class 23 contains 94951 members 
Mstep: Class 24 contains 2920 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 809 members 
Mstep: Class 33 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 34 clusters Score -1.403649e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 578 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 7914 members 
Mstep: Class 7 contains 19941 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 1362 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 473 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 882 members 
Mstep: Class 19 contains 9373 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2937 members 
Mstep: Class 22 contains 62468 members 
Mstep: Class 23 contains 95849 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2392 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 809 members 
Mstep: Class 33 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037076.000000 Penalty: 18555.568359
Iteration 48Q: 34 clusters Score -1.403708e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 8060 members 
Mstep: Class 7 contains 19933 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 848 members 
Mstep: Class 10 contains 1359 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 484 members 
Mstep: Class 15 contains 1093 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 882 members 
Mstep: Class 19 contains 9393 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 61494 members 
Mstep: Class 23 contains 96637 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2394 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 808 members 
Mstep: Class 33 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 34 clusters Score -1.403772e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 8205 members 
Mstep: Class 7 contains 19920 members 
Mstep: Class 8 contains 2243 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 10 contains 1357 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 881 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2942 members 
Mstep: Class 22 contains 60588 members 
Mstep: Class 23 contains 97359 members 
Mstep: Class 24 contains 2939 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2396 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 809 members 
Mstep: Class 33 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038425.000000 Penalty: 18555.568359
Iteration 50Q: 34 clusters Score -1.403842e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 19902 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1352 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 879 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 22 contains 59793 members 
Mstep: Class 23 contains 97985 members 
Mstep: Class 24 contains 2939 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2397 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 34 clusters Score -1.40392e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1027 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 8481 members 
Mstep: Class 7 contains 19878 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1351 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 879 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2938 members 
Mstep: Class 22 contains 59065 members 
Mstep: Class 23 contains 98545 members 
Mstep: Class 24 contains 2940 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2399 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 34 clusters Score -1.403987e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 19854 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1349 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 508 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 2937 members 
Mstep: Class 22 contains 58432 members 
Mstep: Class 23 contains 99004 members 
Mstep: Class 24 contains 2943 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2400 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 34 clusters Score -1.404041e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 6 contains 8740 members 
Mstep: Class 7 contains 19823 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1349 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 512 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 22 contains 57902 members 
Mstep: Class 23 contains 99382 members 
Mstep: Class 24 contains 2946 members 
Mstep: Class 25 contains 1184 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2401 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14040921.000000 Penalty: 18555.568359
Iteration 54Q: 34 clusters Score -1.404092e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4605 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 8839 members 
Mstep: Class 7 contains 19782 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1347 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9433 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 57430 members 
Mstep: Class 23 contains 99727 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 1179 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2401 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14041396.000000 Penalty: 18555.568359
Iteration 55Q: 34 clusters Score -1.40414e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 8939 members 
Mstep: Class 7 contains 19747 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 516 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2944 members 
Mstep: Class 22 contains 56977 members 
Mstep: Class 23 contains 100061 members 
Mstep: Class 24 contains 2951 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2402 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14041698.000000 Penalty: 18555.568359
Iteration 56Q: 34 clusters Score -1.40417e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 6 contains 9015 members 
Mstep: Class 7 contains 19728 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1345 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 518 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9438 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2943 members 
Mstep: Class 22 contains 56613 members 
Mstep: Class 23 contains 100341 members 
Mstep: Class 24 contains 2955 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2402 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14041883.000000 Penalty: 18555.568359
Iteration 57Q: 34 clusters Score -1.404188e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 781 members 
Mstep: Class 6 contains 9073 members 
Mstep: Class 7 contains 19709 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2942 members 
Mstep: Class 22 contains 56288 members 
Mstep: Class 23 contains 100594 members 
Mstep: Class 24 contains 2957 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2402 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14042098.000000 Penalty: 18555.568359
Iteration 58Q: 34 clusters Score -1.40421e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4536 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 9129 members 
Mstep: Class 7 contains 19697 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2945 members 
Mstep: Class 22 contains 56001 members 
Mstep: Class 23 contains 100805 members 
Mstep: Class 24 contains 2960 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2402 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14042221.000000 Penalty: 18555.568359
Iteration 59Q: 34 clusters Score -1.404222e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 783 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 19688 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 851 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 9438 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 55767 members 
Mstep: Class 23 contains 100976 members 
Mstep: Class 24 contains 2957 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2402 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 444 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14044440.000000 Penalty: 18555.568359
Iteration 60F: 34 clusters Score -1.404444e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 624 members 
Mstep: Class 4 contains 4502 members 
Mstep: Class 5 contains 791 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 19682 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 855 members 
Mstep: Class 10 contains 1336 members 
Mstep: Class 11 contains 1424 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 445 members 
Mstep: Class 14 contains 569 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2947 members 
Mstep: Class 22 contains 55568 members 
Mstep: Class 23 contains 101112 members 
Mstep: Class 24 contains 2960 members 
Mstep: Class 25 contains 1047 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 562 members 
Mstep: Class 28 contains 2402 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 448 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 809 members 
Mstep: Class 33 contains 1036 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -1.404595e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9268 members 
Mstep: Class 7 contains 19673 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 446 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 20 contains 936 members 
Mstep: Class 21 contains 2950 members 
Mstep: Class 22 contains 55410 members 
Mstep: Class 23 contains 101218 members 
Mstep: Class 24 contains 2966 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 2408 members 
Mstep: Class 29 contains 1201 members 
Mstep: Class 30 contains 445 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 811 members 
Mstep: Class 33 contains 993 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.404643e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 9300 members 
Mstep: Class 7 contains 19659 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 9 contains 858 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 893 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 937 members 
Mstep: Class 21 contains 2954 members 
Mstep: Class 22 contains 55269 members 
Mstep: Class 23 contains 101304 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 2414 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 441 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 946 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -1.404664e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 793 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 19652 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 646 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 9478 members 
Mstep: Class 20 contains 937 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 55159 members 
Mstep: Class 23 contains 101381 members 
Mstep: Class 24 contains 2982 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 438 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 811 members 
Mstep: Class 33 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14046750.000000 Penalty: 18555.568359
Iteration 64Q: 34 clusters Score -1.404675e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 19645 members 
Mstep: Class 8 contains 2247 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 893 members 
Mstep: Class 19 contains 9492 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2967 members 
Mstep: Class 22 contains 55072 members 
Mstep: Class 23 contains 101453 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 2425 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 811 members 
Mstep: Class 33 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14046824.000000 Penalty: 18555.568359
Iteration 65Q: 34 clusters Score -1.404682e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1064 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 19639 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 858 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 9505 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2978 members 
Mstep: Class 22 contains 55006 members 
Mstep: Class 23 contains 101508 members 
Mstep: Class 24 contains 2975 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 2427 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 811 members 
Mstep: Class 33 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14046867.000000 Penalty: 18555.568359
Iteration 66Q: 34 clusters Score -1.404687e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 19637 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9507 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 54934 members 
Mstep: Class 23 contains 101557 members 
Mstep: Class 24 contains 2975 members 
Mstep: Class 25 contains 932 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2428 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 811 members 
Mstep: Class 33 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14046936.000000 Penalty: 18555.568359
Iteration 67Q: 34 clusters Score -1.404694e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 9377 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 662 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 9508 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2991 members 
Mstep: Class 22 contains 54866 members 
Mstep: Class 23 contains 101610 members 
Mstep: Class 24 contains 2976 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2429 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 811 members 
Mstep: Class 33 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14046916.000000 Penalty: 18555.568359
Iteration 68Q: 34 clusters Score -1.404692e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 9387 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 659 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2993 members 
Mstep: Class 22 contains 54806 members 
Mstep: Class 23 contains 101664 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 927 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2429 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 811 members 
Mstep: Class 33 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14046923.000000 Penalty: 18555.568359
Iteration 69Q: 34 clusters Score -1.404692e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1067 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 794 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 657 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2994 members 
Mstep: Class 22 contains 54747 members 
Mstep: Class 23 contains 101714 members 
Mstep: Class 24 contains 2978 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2429 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14046952.000000 Penalty: 18555.568359
Iteration 70Q: 34 clusters Score -1.404695e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9403 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9529 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54690 members 
Mstep: Class 23 contains 101765 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14046989.000000 Penalty: 18555.568359
Iteration 71Q: 34 clusters Score -1.404699e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 632 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9411 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 2256 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9533 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54626 members 
Mstep: Class 23 contains 101819 members 
Mstep: Class 24 contains 2984 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047056.000000 Penalty: 18555.568359
Iteration 72Q: 34 clusters Score -1.404706e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1071 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9422 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 1320 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2998 members 
Mstep: Class 22 contains 54565 members 
Mstep: Class 23 contains 101865 members 
Mstep: Class 24 contains 2988 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047054.000000 Penalty: 18555.568359
Iteration 73Q: 34 clusters Score -1.404705e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9434 members 
Mstep: Class 7 contains 19636 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54525 members 
Mstep: Class 23 contains 101893 members 
Mstep: Class 24 contains 2989 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047095.000000 Penalty: 18555.568359
Iteration 74Q: 34 clusters Score -1.40471e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9449 members 
Mstep: Class 7 contains 19637 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 651 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54490 members 
Mstep: Class 23 contains 101913 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047086.000000 Penalty: 18555.568359
Iteration 75Q: 34 clusters Score -1.404709e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9463 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54454 members 
Mstep: Class 23 contains 101937 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047086.000000 Penalty: 18555.568359
Iteration 76Q: 34 clusters Score -1.404709e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9485 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54412 members 
Mstep: Class 23 contains 101957 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047081.000000 Penalty: 18555.568359
Iteration 77Q: 34 clusters Score -1.404708e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54378 members 
Mstep: Class 23 contains 101970 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047107.000000 Penalty: 18555.568359
Iteration 78Q: 34 clusters Score -1.404711e+07 nChanged 37
Entering ConstructFrom: 
Score: -14047107.000000 Penalty: 18555.568359
Entering ConstructFrom: 
Trying to split cluster 1 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -178221.250000 Penalty: 365.516693
	Iteration 0F: 2 clusters Score -178221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -176350.375000 Penalty: 731.033386
	Iteration 0F: 3 clusters Score -176350.4 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -179192.468750 Penalty: 731.033386
	Iteration 1F: 3 clusters Score -179192.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -180249.656250 Penalty: 731.033386
	Iteration 2F: 3 clusters Score -180249.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -180589.500000 Penalty: 731.033386
	Iteration 3F: 3 clusters Score -180589.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -180758.890625 Penalty: 731.033386
	Iteration 4Q: 3 clusters Score -180758.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -181028.750000 Penalty: 731.033386
	Iteration 5Q: 3 clusters Score -181028.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -181219.890625 Penalty: 731.033386
	Iteration 6Q: 3 clusters Score -181219.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -181290.140625 Penalty: 731.033386
	Iteration 7Q: 3 clusters Score -181290.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -181321.109375 Penalty: 731.033386
	Iteration 8Q: 3 clusters Score -181321.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -181348.375000 Penalty: 731.033386
	Iteration 9Q: 3 clusters Score -181348.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -181374.500000 Penalty: 731.033386
	Iteration 10Q: 3 clusters Score -181374.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -181403.828125 Penalty: 731.033386
	Iteration 11Q: 3 clusters Score -181403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -181430.703125 Penalty: 731.033386
	Iteration 12Q: 3 clusters Score -181430.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -181443.156250 Penalty: 731.033386
	Iteration 13Q: 3 clusters Score -181443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -181456.359375 Penalty: 731.033386
	Iteration 14Q: 3 clusters Score -181456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -181472.500000 Penalty: 731.033386
	Iteration 15Q: 3 clusters Score -181472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -181489.062500 Penalty: 731.033386
	Iteration 16Q: 3 clusters Score -181489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -181494.125000 Penalty: 731.033386
	Iteration 17Q: 3 clusters Score -181494.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -181502.796875 Penalty: 731.033386
	Iteration 18Q: 3 clusters Score -181502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -181505.203125 Penalty: 731.033386
	Iteration 19Q: 3 clusters Score -181505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -181527.234375 Penalty: 731.033386
	Iteration 20F: 3 clusters Score -181527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -181552.984375 Penalty: 731.033386
	Iteration 21Q: 3 clusters Score -181553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -181564.234375 Penalty: 731.033386
	Iteration 22Q: 3 clusters Score -181564.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -181579.203125 Penalty: 731.033386
	Iteration 23Q: 3 clusters Score -181579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -181595.156250 Penalty: 731.033386
	Iteration 24Q: 3 clusters Score -181595.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -181609.750000 Penalty: 731.033386
	Iteration 25Q: 3 clusters Score -181609.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -181647.984375 Penalty: 731.033386
	Iteration 26Q: 3 clusters Score -181648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -181723.312500 Penalty: 731.033386
	Iteration 27Q: 3 clusters Score -181723.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -181801.218750 Penalty: 731.033386
	Iteration 28Q: 3 clusters Score -181801.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -181868.203125 Penalty: 731.033386
	Iteration 29Q: 3 clusters Score -181868.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -181941.953125 Penalty: 731.033386
	Iteration 30Q: 3 clusters Score -181942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -181975.343750 Penalty: 731.033386
	Iteration 31Q: 3 clusters Score -181975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -181989.640625 Penalty: 731.033386
	Iteration 32Q: 3 clusters Score -181989.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -182001.218750 Penalty: 731.033386
	Iteration 33Q: 3 clusters Score -182001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -182006.281250 Penalty: 731.033386
	Iteration 34Q: 3 clusters Score -182006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -182007.140625 Penalty: 731.033386
	Iteration 35Q: 3 clusters Score -182007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -182006.937500 Penalty: 731.033386
	Iteration 36Q: 3 clusters Score -182006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -182010.765625 Penalty: 731.033386
	Iteration 37Q: 3 clusters Score -182010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -182013.437500 Penalty: 731.033386
	Iteration 38Q: 3 clusters Score -182013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -182017.906250 Penalty: 731.033386
	Iteration 39Q: 3 clusters Score -182017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -182019.093750 Penalty: 731.033386
	Iteration 40F: 3 clusters Score -182019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -182019.890625 Penalty: 731.033386
	Iteration 41Q: 3 clusters Score -182019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -182021.703125 Penalty: 731.033386
	Iteration 42Q: 3 clusters Score -182021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -182022.031250 Penalty: 731.033386
	Iteration 43Q: 3 clusters Score -182022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -182022.031250 Penalty: 731.033386
	Iteration 44F: 3 clusters Score -182022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Entering Unmasked Estep 
Score: -14050726.000000 Penalty: 19117.857422
Splitting cluster 1 changes total score from -14047107.000000 to -14050726.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -51781.187500 Penalty: 317.466309
	Iteration 0F: 2 clusters Score -51781.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -51080.261719 Penalty: 634.932617
	Iteration 0F: 3 clusters Score -51080.26 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -52367.277344 Penalty: 634.932617
	Iteration 1F: 3 clusters Score -52367.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -52831.691406 Penalty: 634.932617
	Iteration 2F: 3 clusters Score -52831.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -52974.195312 Penalty: 634.932617
	Iteration 3Q: 3 clusters Score -52974.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -53032.796875 Penalty: 634.932617
	Iteration 4Q: 3 clusters Score -53032.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53059.449219 Penalty: 634.932617
	Iteration 5Q: 3 clusters Score -53059.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -53081.382812 Penalty: 634.932617
	Iteration 6Q: 3 clusters Score -53081.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -53108.410156 Penalty: 634.932617
	Iteration 7Q: 3 clusters Score -53108.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -53185.703125 Penalty: 634.932617
	Iteration 8Q: 3 clusters Score -53185.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -53358.371094 Penalty: 634.932617
	Iteration 9Q: 3 clusters Score -53358.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -53412.429688 Penalty: 634.932617
	Iteration 10Q: 3 clusters Score -53412.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -53444.734375 Penalty: 634.932617
	Iteration 11Q: 3 clusters Score -53444.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -53457.480469 Penalty: 634.932617
	Iteration 12Q: 3 clusters Score -53457.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53474.906250 Penalty: 634.932617
	Iteration 13Q: 3 clusters Score -53474.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -53495.531250 Penalty: 634.932617
	Iteration 14Q: 3 clusters Score -53495.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53511.675781 Penalty: 634.932617
	Iteration 15Q: 3 clusters Score -53511.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53530.449219 Penalty: 634.932617
	Iteration 16Q: 3 clusters Score -53530.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53538.031250 Penalty: 634.932617
	Iteration 17Q: 3 clusters Score -53538.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -53547.125000 Penalty: 634.932617
	Iteration 18F: 3 clusters Score -53547.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -53553.085938 Penalty: 634.932617
	Iteration 19Q: 3 clusters Score -53553.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -53554.804688 Penalty: 634.932617
	Iteration 20F: 3 clusters Score -53554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -53555.437500 Penalty: 634.932617
	Iteration 21Q: 3 clusters Score -53555.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -53555.437500 Penalty: 634.932617
	Iteration 22F: 3 clusters Score -53555.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 631 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Entering Unmasked Estep 
Score: -14052252.000000 Penalty: 19680.148438
Splitting cluster 2 changes total score from -14047107.000000 to -14052252.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -14878.086914 Penalty: 293.352417
	Iteration 0F: 2 clusters Score -14878.09 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 315 members 
Entering Unmasked Estep 
Score: -14412.191406 Penalty: 586.704834
	Iteration 0F: 3 clusters Score -14412.19 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -15033.543945 Penalty: 586.704834
	Iteration 1F: 3 clusters Score -15033.54 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15382.205078 Penalty: 586.704834
	Iteration 2F: 3 clusters Score -15382.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15452.984375 Penalty: 586.704834
	Iteration 3Q: 3 clusters Score -15452.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15536.320312 Penalty: 586.704834
	Iteration 4Q: 3 clusters Score -15536.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15639.032227 Penalty: 586.704834
	Iteration 5Q: 3 clusters Score -15639.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15652.230469 Penalty: 586.704834
	Iteration 6Q: 3 clusters Score -15652.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15654.666016 Penalty: 586.704834
	Iteration 7Q: 3 clusters Score -15654.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15660.475586 Penalty: 586.704834
	Iteration 8Q: 3 clusters Score -15660.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15678.911133 Penalty: 586.704834
	Iteration 9Q: 3 clusters Score -15678.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15725.978516 Penalty: 586.704834
	Iteration 10Q: 3 clusters Score -15725.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -15814.467773 Penalty: 586.704834
	Iteration 11Q: 3 clusters Score -15814.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15843.834961 Penalty: 586.704834
	Iteration 12Q: 3 clusters Score -15843.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -15847.817383 Penalty: 586.704834
	Iteration 13Q: 3 clusters Score -15847.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15848.666992 Penalty: 586.704834
	Iteration 14Q: 3 clusters Score -15848.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15861.333008 Penalty: 586.704834
	Iteration 15Q: 3 clusters Score -15861.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15879.187500 Penalty: 586.704834
	Iteration 16Q: 3 clusters Score -15879.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15881.585938 Penalty: 586.704834
	Iteration 17Q: 3 clusters Score -15881.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15882.214844 Penalty: 586.704834
	Iteration 18Q: 3 clusters Score -15882.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15894.422852 Penalty: 586.704834
	Iteration 19F: 3 clusters Score -15894.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15935.042969 Penalty: 586.704834
	Iteration 20F: 3 clusters Score -15935.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -15991.682617 Penalty: 586.704834
	Iteration 21Q: 3 clusters Score -15991.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16067.996094 Penalty: 586.704834
	Iteration 22Q: 3 clusters Score -16068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -16078.280273 Penalty: 586.704834
	Iteration 23Q: 3 clusters Score -16078.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16094.002930 Penalty: 586.704834
	Iteration 24Q: 3 clusters Score -16094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16107.551758 Penalty: 586.704834
	Iteration 25Q: 3 clusters Score -16107.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16114.474609 Penalty: 586.704834
	Iteration 26Q: 3 clusters Score -16114.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16130.305664 Penalty: 586.704834
	Iteration 27F: 3 clusters Score -16130.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -16140.469727 Penalty: 586.704834
	Iteration 28Q: 3 clusters Score -16140.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -16140.469727 Penalty: 586.704834
	Iteration 29F: 3 clusters Score -16140.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Entering Unmasked Estep 
Score: -14053250.000000 Penalty: 20242.437500
Splitting cluster 3 changes total score from -14047107.000000 to -14053250.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -297991.000000 Penalty: 382.362732
	Iteration 0F: 2 clusters Score -297991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -295069.125000 Penalty: 764.725464
	Iteration 0F: 3 clusters Score -295069.1 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -301539.218750 Penalty: 764.725464
	Iteration 1F: 3 clusters Score -301539.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -306324.000000 Penalty: 764.725464
	Iteration 2F: 3 clusters Score -306324 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -308173.250000 Penalty: 764.725464
	Iteration 3Q: 3 clusters Score -308173.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -308753.625000 Penalty: 764.725464
	Iteration 4Q: 3 clusters Score -308753.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -308985.187500 Penalty: 764.725464
	Iteration 5Q: 3 clusters Score -308985.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -309088.000000 Penalty: 764.725464
	Iteration 6Q: 3 clusters Score -309088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -309179.781250 Penalty: 764.725464
	Iteration 7Q: 3 clusters Score -309179.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -309223.906250 Penalty: 764.725464
	Iteration 8Q: 3 clusters Score -309223.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -309244.406250 Penalty: 764.725464
	Iteration 9Q: 3 clusters Score -309244.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -309269.187500 Penalty: 764.725464
	Iteration 10Q: 3 clusters Score -309269.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -309295.500000 Penalty: 764.725464
	Iteration 11Q: 3 clusters Score -309295.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -309305.625000 Penalty: 764.725464
	Iteration 12Q: 3 clusters Score -309305.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -309315.406250 Penalty: 764.725464
	Iteration 13Q: 3 clusters Score -309315.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -309329.562500 Penalty: 764.725464
	Iteration 14Q: 3 clusters Score -309329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -309339.343750 Penalty: 764.725464
	Iteration 15Q: 3 clusters Score -309339.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -309353.656250 Penalty: 764.725464
	Iteration 16Q: 3 clusters Score -309353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -309364.687500 Penalty: 764.725464
	Iteration 17Q: 3 clusters Score -309364.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -309381.750000 Penalty: 764.725464
	Iteration 18Q: 3 clusters Score -309381.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -309398.906250 Penalty: 764.725464
	Iteration 19Q: 3 clusters Score -309398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -309406.531250 Penalty: 764.725464
	Iteration 20F: 3 clusters Score -309406.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -309409.718750 Penalty: 764.725464
	Iteration 21Q: 3 clusters Score -309409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -309413.093750 Penalty: 764.725464
	Iteration 22Q: 3 clusters Score -309413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -309416.218750 Penalty: 764.725464
	Iteration 23Q: 3 clusters Score -309416.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -309419.875000 Penalty: 764.725464
	Iteration 24Q: 3 clusters Score -309419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -309421.343750 Penalty: 764.725464
	Iteration 25Q: 3 clusters Score -309421.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -309423.312500 Penalty: 764.725464
	Iteration 26Q: 3 clusters Score -309423.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -309426.968750 Penalty: 764.725464
	Iteration 27Q: 3 clusters Score -309427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -309432.843750 Penalty: 764.725464
	Iteration 28Q: 3 clusters Score -309432.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -309440.468750 Penalty: 764.725464
	Iteration 29Q: 3 clusters Score -309440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -309452.562500 Penalty: 764.725464
	Iteration 30Q: 3 clusters Score -309452.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -309469.531250 Penalty: 764.725464
	Iteration 31Q: 3 clusters Score -309469.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -309474.593750 Penalty: 764.725464
	Iteration 32Q: 3 clusters Score -309474.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -309476.937500 Penalty: 764.725464
	Iteration 33Q: 3 clusters Score -309476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -309478.937500 Penalty: 764.725464
	Iteration 34Q: 3 clusters Score -309478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -309479.312500 Penalty: 764.725464
	Iteration 35Q: 3 clusters Score -309479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -309480.093750 Penalty: 764.725464
	Iteration 36Q: 3 clusters Score -309480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -309480.093750 Penalty: 764.725464
	Iteration 37F: 3 clusters Score -309480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Entering Unmasked Estep 
Score: -14064563.000000 Penalty: 20804.728516
Splitting cluster 4 changes total score from -14047107.000000 to -14064563.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -41692.082031 Penalty: 303.864563
	Iteration 0F: 2 clusters Score -41692.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41046.542969 Penalty: 607.729126
	Iteration 0F: 3 clusters Score -41046.54 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41281.539062 Penalty: 607.729126
	Iteration 1F: 3 clusters Score -41281.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -41384.277344 Penalty: 607.729126
	Iteration 2F: 3 clusters Score -41384.28 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -41469.140625 Penalty: 607.729126
	Iteration 3F: 3 clusters Score -41469.14 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41543.988281 Penalty: 607.729126
	Iteration 4F: 3 clusters Score -41543.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41586.640625 Penalty: 607.729126
	Iteration 5F: 3 clusters Score -41586.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41617.929688 Penalty: 607.729126
	Iteration 6Q: 3 clusters Score -41617.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41672.214844 Penalty: 607.729126
	Iteration 7Q: 3 clusters Score -41672.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41737.707031 Penalty: 607.729126
	Iteration 8Q: 3 clusters Score -41737.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41758.527344 Penalty: 607.729126
	Iteration 9Q: 3 clusters Score -41758.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41775.503906 Penalty: 607.729126
	Iteration 10Q: 3 clusters Score -41775.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41788.847656 Penalty: 607.729126
	Iteration 11Q: 3 clusters Score -41788.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41797.718750 Penalty: 607.729126
	Iteration 12Q: 3 clusters Score -41797.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41802.343750 Penalty: 607.729126
	Iteration 13Q: 3 clusters Score -41802.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41806.472656 Penalty: 607.729126
	Iteration 14Q: 3 clusters Score -41806.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41819.289062 Penalty: 607.729126
	Iteration 15Q: 3 clusters Score -41819.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41835.828125 Penalty: 607.729126
	Iteration 16Q: 3 clusters Score -41835.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41842.628906 Penalty: 607.729126
	Iteration 17Q: 3 clusters Score -41842.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41855.835938 Penalty: 607.729126
	Iteration 18Q: 3 clusters Score -41855.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41859.839844 Penalty: 607.729126
	Iteration 19Q: 3 clusters Score -41859.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41861.347656 Penalty: 607.729126
	Iteration 20F: 3 clusters Score -41861.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41862.070312 Penalty: 607.729126
	Iteration 21Q: 3 clusters Score -41862.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41863.906250 Penalty: 607.729126
	Iteration 22Q: 3 clusters Score -41863.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41863.906250 Penalty: 607.729126
	Iteration 23F: 3 clusters Score -41863.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 9522 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Entering Unmasked Estep 
Score: -14064472.000000 Penalty: 21367.017578
Splitting cluster 5 changes total score from -14047107.000000 to -14064472.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (9522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Entering Unmasked Estep 
Score: -553867.812500 Penalty: 416.841858
	Iteration 0F: 2 clusters Score -553867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -547610.687500 Penalty: 833.683716
	Iteration 0F: 3 clusters Score -547610.7 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -550204.812500 Penalty: 833.683716
	Iteration 1F: 3 clusters Score -550204.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -550467.562500 Penalty: 833.683716
	Iteration 2F: 3 clusters Score -550467.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -550813.312500 Penalty: 833.683716
	Iteration 3F: 3 clusters Score -550813.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -551321.500000 Penalty: 833.683716
	Iteration 4F: 3 clusters Score -551321.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -551834.062500 Penalty: 833.683716
	Iteration 5F: 3 clusters Score -551834.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -552174.812500 Penalty: 833.683716
	Iteration 6F: 3 clusters Score -552174.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -552314.062500 Penalty: 833.683716
	Iteration 7Q: 3 clusters Score -552314.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -552376.500000 Penalty: 833.683716
	Iteration 8Q: 3 clusters Score -552376.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -552413.437500 Penalty: 833.683716
	Iteration 9Q: 3 clusters Score -552413.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -552453.937500 Penalty: 833.683716
	Iteration 10Q: 3 clusters Score -552453.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -552504.125000 Penalty: 833.683716
	Iteration 11Q: 3 clusters Score -552504.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -552557.312500 Penalty: 833.683716
	Iteration 12Q: 3 clusters Score -552557.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -552635.437500 Penalty: 833.683716
	Iteration 13Q: 3 clusters Score -552635.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -552757.125000 Penalty: 833.683716
	Iteration 14Q: 3 clusters Score -552757.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -552913.562500 Penalty: 833.683716
	Iteration 15Q: 3 clusters Score -552913.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -553104.937500 Penalty: 833.683716
	Iteration 16Q: 3 clusters Score -553104.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -553323.062500 Penalty: 833.683716
	Iteration 17Q: 3 clusters Score -553323.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -553581.875000 Penalty: 833.683716
	Iteration 18Q: 3 clusters Score -553581.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -553781.125000 Penalty: 833.683716
	Iteration 19Q: 3 clusters Score -553781.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -553927.562500 Penalty: 833.683716
	Iteration 20F: 3 clusters Score -553927.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -554010.625000 Penalty: 833.683716
	Iteration 21Q: 3 clusters Score -554010.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -554053.375000 Penalty: 833.683716
	Iteration 22Q: 3 clusters Score -554053.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -554077.687500 Penalty: 833.683716
	Iteration 23Q: 3 clusters Score -554077.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -554095.125000 Penalty: 833.683716
	Iteration 24Q: 3 clusters Score -554095.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -554109.625000 Penalty: 833.683716
	Iteration 25Q: 3 clusters Score -554109.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -554121.937500 Penalty: 833.683716
	Iteration 26Q: 3 clusters Score -554121.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -554130.000000 Penalty: 833.683716
	Iteration 27Q: 3 clusters Score -554130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -554139.812500 Penalty: 833.683716
	Iteration 28Q: 3 clusters Score -554139.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -554148.000000 Penalty: 833.683716
	Iteration 29Q: 3 clusters Score -554148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -554155.812500 Penalty: 833.683716
	Iteration 30Q: 3 clusters Score -554155.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -554161.875000 Penalty: 833.683716
	Iteration 31Q: 3 clusters Score -554161.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -554166.250000 Penalty: 833.683716
	Iteration 32Q: 3 clusters Score -554166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -554168.187500 Penalty: 833.683716
	Iteration 33Q: 3 clusters Score -554168.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -554171.750000 Penalty: 833.683716
	Iteration 34Q: 3 clusters Score -554171.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -554177.062500 Penalty: 833.683716
	Iteration 35Q: 3 clusters Score -554177.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -554178.687500 Penalty: 833.683716
	Iteration 36Q: 3 clusters Score -554178.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -554181.500000 Penalty: 833.683716
	Iteration 37Q: 3 clusters Score -554181.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -554182.625000 Penalty: 833.683716
	Iteration 38Q: 3 clusters Score -554182.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -554184.187500 Penalty: 833.683716
	Iteration 39Q: 3 clusters Score -554184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -554183.500000 Penalty: 833.683716
	Iteration 40F: 3 clusters Score -554183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -554183.687500 Penalty: 833.683716
	Iteration 41Q: 3 clusters Score -554183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -554184.750000 Penalty: 833.683716
	Iteration 42Q: 3 clusters Score -554184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -554184.687500 Penalty: 833.683716
	Iteration 43Q: 3 clusters Score -554184.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -554186.812500 Penalty: 833.683716
	Iteration 44Q: 3 clusters Score -554186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -554185.687500 Penalty: 833.683716
	Iteration 45Q: 3 clusters Score -554185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -554184.500000 Penalty: 833.683716
	Iteration 46Q: 3 clusters Score -554184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -554186.187500 Penalty: 833.683716
	Iteration 47Q: 3 clusters Score -554186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -554185.625000 Penalty: 833.683716
	Iteration 48Q: 3 clusters Score -554185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -554184.875000 Penalty: 833.683716
	Iteration 49Q: 3 clusters Score -554184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -554185.687500 Penalty: 833.683716
	Iteration 50Q: 3 clusters Score -554185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -554185.687500 Penalty: 833.683716
	Iteration 51Q: 3 clusters Score -554185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -554185.875000 Penalty: 833.683716
	Iteration 52Q: 3 clusters Score -554185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -554186.250000 Penalty: 833.683716
	Iteration 53Q: 3 clusters Score -554186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -554185.750000 Penalty: 833.683716
	Iteration 54Q: 3 clusters Score -554185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -554186.062500 Penalty: 833.683716
	Iteration 55Q: 3 clusters Score -554186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -554186.750000 Penalty: 833.683716
	Iteration 56Q: 3 clusters Score -554186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -554187.187500 Penalty: 833.683716
	Iteration 57Q: 3 clusters Score -554187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -554187.625000 Penalty: 833.683716
	Iteration 58Q: 3 clusters Score -554187.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -554187.750000 Penalty: 833.683716
	Iteration 59Q: 3 clusters Score -554187.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -554189.437500 Penalty: 833.683716
	Iteration 60F: 3 clusters Score -554189.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -554190.125000 Penalty: 833.683716
	Iteration 61Q: 3 clusters Score -554190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -554191.187500 Penalty: 833.683716
	Iteration 62Q: 3 clusters Score -554191.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -554192.000000 Penalty: 833.683716
	Iteration 63Q: 3 clusters Score -554192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -554190.875000 Penalty: 833.683716
	Iteration 64Q: 3 clusters Score -554190.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -554191.375000 Penalty: 833.683716
	Iteration 65Q: 3 clusters Score -554191.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -554193.250000 Penalty: 833.683716
	Iteration 66Q: 3 clusters Score -554193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -554192.125000 Penalty: 833.683716
	Iteration 67Q: 3 clusters Score -554192.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -554192.937500 Penalty: 833.683716
	Iteration 68Q: 3 clusters Score -554192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -554194.875000 Penalty: 833.683716
	Iteration 69Q: 3 clusters Score -554194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -554194.062500 Penalty: 833.683716
	Iteration 70Q: 3 clusters Score -554194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -554194.937500 Penalty: 833.683716
	Iteration 71Q: 3 clusters Score -554194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -554193.625000 Penalty: 833.683716
	Iteration 72Q: 3 clusters Score -554193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -554193.812500 Penalty: 833.683716
	Iteration 73Q: 3 clusters Score -554193.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -554193.937500 Penalty: 833.683716
	Iteration 74Q: 3 clusters Score -554193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -554193.875000 Penalty: 833.683716
	Iteration 75Q: 3 clusters Score -554193.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -554194.750000 Penalty: 833.683716
	Iteration 76Q: 3 clusters Score -554194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -554195.562500 Penalty: 833.683716
	Iteration 77Q: 3 clusters Score -554195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -554195.562500 Penalty: 833.683716
	Iteration 78F: 3 clusters Score -554195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Entering Unmasked Estep 
Score: -14064588.000000 Penalty: 21929.308594
Splitting cluster 6 changes total score from -14047107.000000 to -14064588.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (19638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Entering Unmasked Estep 
Score: -1634414.375000 Penalty: 449.777588
	Iteration 0F: 2 clusters Score -1634414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1624901.000000 Penalty: 899.555176
	Iteration 0F: 3 clusters Score -1624901 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1631084.625000 Penalty: 899.555176
	Iteration 1F: 3 clusters Score -1631085 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1634627.875000 Penalty: 899.555176
	Iteration 2F: 3 clusters Score -1634628 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1640218.250000 Penalty: 899.555176
	Iteration 3F: 3 clusters Score -1640218 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1642790.000000 Penalty: 899.555176
	Iteration 4F: 3 clusters Score -1642790 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1643432.000000 Penalty: 899.555176
	Iteration 5Q: 3 clusters Score -1643432 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1643524.500000 Penalty: 899.555176
	Iteration 6Q: 3 clusters Score -1643524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1643541.250000 Penalty: 899.555176
	Iteration 7Q: 3 clusters Score -1643541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1643548.125000 Penalty: 899.555176
	Iteration 8Q: 3 clusters Score -1643548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1643559.875000 Penalty: 899.555176
	Iteration 9Q: 3 clusters Score -1643560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1643555.875000 Penalty: 899.555176
	Iteration 10Q: 3 clusters Score -1643556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1643554.625000 Penalty: 899.555176
	Iteration 11Q: 3 clusters Score -1643555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1643553.000000 Penalty: 899.555176
	Iteration 12Q: 3 clusters Score -1643553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1643551.875000 Penalty: 899.555176
	Iteration 13Q: 3 clusters Score -1643552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1643550.000000 Penalty: 899.555176
	Iteration 14Q: 3 clusters Score -1643550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1643550.000000 Penalty: 899.555176
	Iteration 15F: 3 clusters Score -1643550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Entering Unmasked Estep 
Score: -14073602.000000 Penalty: 22491.597656
Splitting cluster 7 changes total score from -14047107.000000 to -14073602.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -138280.234375 Penalty: 351.341522
	Iteration 0F: 2 clusters Score -138280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -136682.734375 Penalty: 702.683044
	Iteration 0F: 3 clusters Score -136682.7 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -137395.312500 Penalty: 702.683044
	Iteration 1F: 3 clusters Score -137395.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -137686.734375 Penalty: 702.683044
	Iteration 2F: 3 clusters Score -137686.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -137934.203125 Penalty: 702.683044
	Iteration 3F: 3 clusters Score -137934.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -138148.906250 Penalty: 702.683044
	Iteration 4F: 3 clusters Score -138148.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -138296.703125 Penalty: 702.683044
	Iteration 5F: 3 clusters Score -138296.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -138356.921875 Penalty: 702.683044
	Iteration 6Q: 3 clusters Score -138356.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -138390.156250 Penalty: 702.683044
	Iteration 7Q: 3 clusters Score -138390.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -138406.125000 Penalty: 702.683044
	Iteration 8Q: 3 clusters Score -138406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -138411.125000 Penalty: 702.683044
	Iteration 9Q: 3 clusters Score -138411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -138413.671875 Penalty: 702.683044
	Iteration 10Q: 3 clusters Score -138413.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -138415.687500 Penalty: 702.683044
	Iteration 11Q: 3 clusters Score -138415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -138419.281250 Penalty: 702.683044
	Iteration 12Q: 3 clusters Score -138419.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -138420.890625 Penalty: 702.683044
	Iteration 13Q: 3 clusters Score -138420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -138421.843750 Penalty: 702.683044
	Iteration 14Q: 3 clusters Score -138421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -138422.437500 Penalty: 702.683044
	Iteration 15Q: 3 clusters Score -138422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -138423.796875 Penalty: 702.683044
	Iteration 16Q: 3 clusters Score -138423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -138423.796875 Penalty: 702.683044
	Iteration 17F: 3 clusters Score -138423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 856 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Entering Unmasked Estep 
Score: -14073513.000000 Penalty: 23053.888672
Splitting cluster 8 changes total score from -14047107.000000 to -14073513.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -45889.175781 Penalty: 307.228302
	Iteration 0F: 2 clusters Score -45889.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -45209.507812 Penalty: 614.456604
	Iteration 0F: 3 clusters Score -45209.51 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -45617.367188 Penalty: 614.456604
	Iteration 1F: 3 clusters Score -45617.37 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -45847.640625 Penalty: 614.456604
	Iteration 2F: 3 clusters Score -45847.64 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -45970.347656 Penalty: 614.456604
	Iteration 3F: 3 clusters Score -45970.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -46020.820312 Penalty: 614.456604
	Iteration 4F: 3 clusters Score -46020.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -46038.390625 Penalty: 614.456604
	Iteration 5Q: 3 clusters Score -46038.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -46045.382812 Penalty: 614.456604
	Iteration 6Q: 3 clusters Score -46045.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -46050.285156 Penalty: 614.456604
	Iteration 7Q: 3 clusters Score -46050.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -46051.675781 Penalty: 614.456604
	Iteration 8Q: 3 clusters Score -46051.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -46052.492188 Penalty: 614.456604
	Iteration 9Q: 3 clusters Score -46052.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -46054.863281 Penalty: 614.456604
	Iteration 10Q: 3 clusters Score -46054.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -46058.953125 Penalty: 614.456604
	Iteration 11Q: 3 clusters Score -46058.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -46062.101562 Penalty: 614.456604
	Iteration 12Q: 3 clusters Score -46062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -46066.640625 Penalty: 614.456604
	Iteration 13Q: 3 clusters Score -46066.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -46071.964844 Penalty: 614.456604
	Iteration 14Q: 3 clusters Score -46071.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -46078.089844 Penalty: 614.456604
	Iteration 15Q: 3 clusters Score -46078.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -46081.140625 Penalty: 614.456604
	Iteration 16Q: 3 clusters Score -46081.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -46083.453125 Penalty: 614.456604
	Iteration 17Q: 3 clusters Score -46083.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -46084.089844 Penalty: 614.456604
	Iteration 18Q: 3 clusters Score -46084.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -46084.089844 Penalty: 614.456604
	Iteration 19F: 3 clusters Score -46084.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Entering Unmasked Estep 
Score: -14073459.000000 Penalty: 23616.177734
Splitting cluster 9 changes total score from -14047107.000000 to -14073459.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -70316.859375 Penalty: 326.866119
	Iteration 0F: 2 clusters Score -70316.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -69565.867188 Penalty: 653.732239
	Iteration 0F: 3 clusters Score -69565.87 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -71600.929688 Penalty: 653.732239
	Iteration 1F: 3 clusters Score -71600.93 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -71942.945312 Penalty: 653.732239
	Iteration 2F: 3 clusters Score -71942.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -71991.367188 Penalty: 653.732239
	Iteration 3Q: 3 clusters Score -71991.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -72009.976562 Penalty: 653.732239
	Iteration 4Q: 3 clusters Score -72009.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -72059.820312 Penalty: 653.732239
	Iteration 5Q: 3 clusters Score -72059.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -72117.156250 Penalty: 653.732239
	Iteration 6Q: 3 clusters Score -72117.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -72152.687500 Penalty: 653.732239
	Iteration 7Q: 3 clusters Score -72152.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -72166.117188 Penalty: 653.732239
	Iteration 8Q: 3 clusters Score -72166.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -72173.781250 Penalty: 653.732239
	Iteration 9Q: 3 clusters Score -72173.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -72177.531250 Penalty: 653.732239
	Iteration 10Q: 3 clusters Score -72177.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -72178.500000 Penalty: 653.732239
	Iteration 11Q: 3 clusters Score -72178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -72179.070312 Penalty: 653.732239
	Iteration 12Q: 3 clusters Score -72179.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -72179.070312 Penalty: 653.732239
	Iteration 13F: 3 clusters Score -72179.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Entering Unmasked Estep 
Score: -14075084.000000 Penalty: 24178.466797
Splitting cluster 10 changes total score from -14047107.000000 to -14075084.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 11 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -56338.214844 Penalty: 330.289795
	Iteration 0F: 2 clusters Score -56338.21 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 721 members 
Entering Unmasked Estep 
Score: -55346.828125 Penalty: 660.579590
	Iteration 0F: 3 clusters Score -55346.83 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -56665.617188 Penalty: 660.579590
	Iteration 1F: 3 clusters Score -56665.62 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -57509.175781 Penalty: 660.579590
	Iteration 2F: 3 clusters Score -57509.18 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58448.062500 Penalty: 660.579590
	Iteration 3F: 3 clusters Score -58448.06 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -59913.421875 Penalty: 660.579590
	Iteration 4F: 3 clusters Score -59913.42 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -62365.902344 Penalty: 660.579590
	Iteration 5F: 3 clusters Score -62365.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63023.210938 Penalty: 660.579590
	Iteration 6Q: 3 clusters Score -63023.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -63693.335938 Penalty: 660.579590
	Iteration 7Q: 3 clusters Score -63693.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -63831.394531 Penalty: 660.579590
	Iteration 8Q: 3 clusters Score -63831.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -63962.367188 Penalty: 660.579590
	Iteration 9Q: 3 clusters Score -63962.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -65562.156250 Penalty: 660.579590
	Iteration 10Q: 3 clusters Score -65562.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -65562.156250 Penalty: 660.579590
	Iteration 11F: 3 clusters Score -65562.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Entering Unmasked Estep 
Score: -14084057.000000 Penalty: 24740.757812
Splitting cluster 11 changes total score from -14047107.000000 to -14084057.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -65839.750000 Penalty: 324.016998
	Iteration 0F: 2 clusters Score -65839.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -64889.875000 Penalty: 648.033997
	Iteration 0F: 3 clusters Score -64889.88 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -65344.484375 Penalty: 648.033997
	Iteration 1F: 3 clusters Score -65344.48 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65516.757812 Penalty: 648.033997
	Iteration 2F: 3 clusters Score -65516.76 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65696.796875 Penalty: 648.033997
	Iteration 3F: 3 clusters Score -65696.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65837.820312 Penalty: 648.033997
	Iteration 4F: 3 clusters Score -65837.82 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66049.570312 Penalty: 648.033997
	Iteration 5F: 3 clusters Score -66049.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66255.164062 Penalty: 648.033997
	Iteration 6F: 3 clusters Score -66255.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66311.570312 Penalty: 648.033997
	Iteration 7Q: 3 clusters Score -66311.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -66333.445312 Penalty: 648.033997
	Iteration 8Q: 3 clusters Score -66333.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66342.976562 Penalty: 648.033997
	Iteration 9Q: 3 clusters Score -66342.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66348.273438 Penalty: 648.033997
	Iteration 10Q: 3 clusters Score -66348.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66355.046875 Penalty: 648.033997
	Iteration 11Q: 3 clusters Score -66355.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66362.359375 Penalty: 648.033997
	Iteration 12Q: 3 clusters Score -66362.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66366.164062 Penalty: 648.033997
	Iteration 13Q: 3 clusters Score -66366.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66366.164062 Penalty: 648.033997
	Iteration 14F: 3 clusters Score -66366.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Entering Unmasked Estep 
Score: -14084352.000000 Penalty: 25303.046875
Splitting cluster 12 changes total score from -14047107.000000 to -14084352.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 13 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -25583.835938 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -25583.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25200.548828 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -25200.55 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -25547.148438 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -25547.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -25697.904297 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -25697.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -25772.005859 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -25772.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -25847.246094 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -25847.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -25912.312500 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -25912.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26016.474609 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -26016.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -26079.437500 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -26079.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -26082.427734 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -26082.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -26082.427734 Penalty: 554.720032
	Iteration 9F: 3 clusters Score -26082.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 650 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Entering Unmasked Estep 
Score: -14084558.000000 Penalty: 25865.337891
Splitting cluster 13 changes total score from -14047107.000000 to -14084558.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -35225.667969 Penalty: 294.702240
	Iteration 0F: 2 clusters Score -35225.67 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 338 members 
Entering Unmasked Estep 
Score: -34651.660156 Penalty: 589.404480
	Iteration 0F: 3 clusters Score -34651.66 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34828.238281 Penalty: 589.404480
	Iteration 1F: 3 clusters Score -34828.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34917.437500 Penalty: 589.404480
	Iteration 2F: 3 clusters Score -34917.44 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35041.070312 Penalty: 589.404480
	Iteration 3F: 3 clusters Score -35041.07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -35145.078125 Penalty: 589.404480
	Iteration 4F: 3 clusters Score -35145.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35196.144531 Penalty: 589.404480
	Iteration 5F: 3 clusters Score -35196.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -35235.511719 Penalty: 589.404480
	Iteration 6Q: 3 clusters Score -35235.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35270.089844 Penalty: 589.404480
	Iteration 7Q: 3 clusters Score -35270.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -35281.343750 Penalty: 589.404480
	Iteration 8Q: 3 clusters Score -35281.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -35286.242188 Penalty: 589.404480
	Iteration 9Q: 3 clusters Score -35286.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -35290.484375 Penalty: 589.404480
	Iteration 10Q: 3 clusters Score -35290.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -35293.609375 Penalty: 589.404480
	Iteration 11Q: 3 clusters Score -35293.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -35295.464844 Penalty: 589.404480
	Iteration 12Q: 3 clusters Score -35295.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35297.265625 Penalty: 589.404480
	Iteration 13Q: 3 clusters Score -35297.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -35297.906250 Penalty: 589.404480
	Iteration 14Q: 3 clusters Score -35297.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -35298.546875 Penalty: 589.404480
	Iteration 15Q: 3 clusters Score -35298.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -35298.546875 Penalty: 589.404480
	Iteration 16F: 3 clusters Score -35298.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 1103 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Entering Unmasked Estep 
Score: -14084364.000000 Penalty: 26427.626953
Splitting cluster 14 changes total score from -14047107.000000 to -14084364.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 15 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -67993.851562 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -67993.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -67138.445312 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -67138.45 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67500.406250 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -67500.41 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67736.914062 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -67736.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67905.812500 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -67905.81 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67999.421875 Penalty: 637.526794
	Iteration 4F: 3 clusters Score -67999.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68061.414062 Penalty: 637.526794
	Iteration 5Q: 3 clusters Score -68061.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68127.929688 Penalty: 637.526794
	Iteration 6Q: 3 clusters Score -68127.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68257.382812 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -68257.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68357.648438 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -68357.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68435.429688 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -68435.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68520.195312 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -68520.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68588.585938 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -68588.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68652.093750 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -68652.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68699.195312 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -68699.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68731.476562 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -68731.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68756.789062 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -68756.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68759.687500 Penalty: 637.526794
	Iteration 16Q: 3 clusters Score -68759.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68760.164062 Penalty: 637.526794
	Iteration 17Q: 3 clusters Score -68760.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68760.937500 Penalty: 637.526794
	Iteration 18Q: 3 clusters Score -68760.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68761.140625 Penalty: 637.526794
	Iteration 19Q: 3 clusters Score -68761.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68785.414062 Penalty: 637.526794
	Iteration 20F: 3 clusters Score -68785.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68819.453125 Penalty: 637.526794
	Iteration 21Q: 3 clusters Score -68819.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68844.281250 Penalty: 637.526794
	Iteration 22Q: 3 clusters Score -68844.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68847.164062 Penalty: 637.526794
	Iteration 23Q: 3 clusters Score -68847.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68847.343750 Penalty: 637.526794
	Iteration 24Q: 3 clusters Score -68847.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68849.015625 Penalty: 637.526794
	Iteration 25F: 3 clusters Score -68849.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68850.953125 Penalty: 637.526794
	Iteration 26Q: 3 clusters Score -68850.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68852.226562 Penalty: 637.526794
	Iteration 27Q: 3 clusters Score -68852.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68853.367188 Penalty: 637.526794
	Iteration 28Q: 3 clusters Score -68853.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68854.125000 Penalty: 637.526794
	Iteration 29Q: 3 clusters Score -68854.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68854.593750 Penalty: 637.526794
	Iteration 30Q: 3 clusters Score -68854.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68855.156250 Penalty: 637.526794
	Iteration 31Q: 3 clusters Score -68855.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68856.539062 Penalty: 637.526794
	Iteration 32Q: 3 clusters Score -68856.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68857.617188 Penalty: 637.526794
	Iteration 33Q: 3 clusters Score -68857.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68857.820312 Penalty: 637.526794
	Iteration 34Q: 3 clusters Score -68857.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68857.820312 Penalty: 637.526794
	Iteration 35F: 3 clusters Score -68857.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Entering Unmasked Estep 
Score: -14084999.000000 Penalty: 26989.917969
Splitting cluster 15 changes total score from -14047107.000000 to -14084999.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 16 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -88885.632812 Penalty: 337.880890
	Iteration 0F: 2 clusters Score -88885.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87645.375000 Penalty: 675.761780
	Iteration 0F: 3 clusters Score -87645.38 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -88210.976562 Penalty: 675.761780
	Iteration 1F: 3 clusters Score -88210.98 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -88446.968750 Penalty: 675.761780
	Iteration 2F: 3 clusters Score -88446.97 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -88670.078125 Penalty: 675.761780
	Iteration 3F: 3 clusters Score -88670.08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -88852.296875 Penalty: 675.761780
	Iteration 4F: 3 clusters Score -88852.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -89006.437500 Penalty: 675.761780
	Iteration 5F: 3 clusters Score -89006.44 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -89098.054688 Penalty: 675.761780
	Iteration 6Q: 3 clusters Score -89098.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -89136.460938 Penalty: 675.761780
	Iteration 7Q: 3 clusters Score -89136.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -89159.437500 Penalty: 675.761780
	Iteration 8Q: 3 clusters Score -89159.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -89187.078125 Penalty: 675.761780
	Iteration 9Q: 3 clusters Score -89187.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -89233.554688 Penalty: 675.761780
	Iteration 10Q: 3 clusters Score -89233.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -89304.054688 Penalty: 675.761780
	Iteration 11Q: 3 clusters Score -89304.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -89401.718750 Penalty: 675.761780
	Iteration 12Q: 3 clusters Score -89401.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -89532.343750 Penalty: 675.761780
	Iteration 13Q: 3 clusters Score -89532.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -89652.484375 Penalty: 675.761780
	Iteration 14Q: 3 clusters Score -89652.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -89682.273438 Penalty: 675.761780
	Iteration 15Q: 3 clusters Score -89682.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -89697.093750 Penalty: 675.761780
	Iteration 16Q: 3 clusters Score -89697.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -89709.429688 Penalty: 675.761780
	Iteration 17Q: 3 clusters Score -89709.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -89719.531250 Penalty: 675.761780
	Iteration 18Q: 3 clusters Score -89719.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -89726.406250 Penalty: 675.761780
	Iteration 19Q: 3 clusters Score -89726.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -89732.445312 Penalty: 675.761780
	Iteration 20F: 3 clusters Score -89732.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -89738.312500 Penalty: 675.761780
	Iteration 21Q: 3 clusters Score -89738.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -89742.078125 Penalty: 675.761780
	Iteration 22Q: 3 clusters Score -89742.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -89743.039062 Penalty: 675.761780
	Iteration 23Q: 3 clusters Score -89743.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -89743.640625 Penalty: 675.761780
	Iteration 24Q: 3 clusters Score -89743.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -89744.000000 Penalty: 675.761780
	Iteration 25Q: 3 clusters Score -89744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -89744.000000 Penalty: 675.761780
	Iteration 26F: 3 clusters Score -89744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Entering Unmasked Estep 
Score: -14085617.000000 Penalty: 27552.207031
Splitting cluster 16 changes total score from -14047107.000000 to -14085617.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 17 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -45035.273438 Penalty: 309.357056
	Iteration 0F: 2 clusters Score -45035.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -44316.554688 Penalty: 618.714111
	Iteration 0F: 3 clusters Score -44316.55 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -44716.781250 Penalty: 618.714111
	Iteration 1F: 3 clusters Score -44716.78 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -44930.539062 Penalty: 618.714111
	Iteration 2F: 3 clusters Score -44930.54 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -45076.050781 Penalty: 618.714111
	Iteration 3F: 3 clusters Score -45076.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -45167.722656 Penalty: 618.714111
	Iteration 4F: 3 clusters Score -45167.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -45242.484375 Penalty: 618.714111
	Iteration 5Q: 3 clusters Score -45242.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -45294.988281 Penalty: 618.714111
	Iteration 6Q: 3 clusters Score -45294.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -45315.261719 Penalty: 618.714111
	Iteration 7Q: 3 clusters Score -45315.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -45324.402344 Penalty: 618.714111
	Iteration 8Q: 3 clusters Score -45324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -45326.015625 Penalty: 618.714111
	Iteration 9Q: 3 clusters Score -45326.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -45326.972656 Penalty: 618.714111
	Iteration 10Q: 3 clusters Score -45326.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -45327.164062 Penalty: 618.714111
	Iteration 11Q: 3 clusters Score -45327.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -45327.164062 Penalty: 618.714111
	Iteration 12F: 3 clusters Score -45327.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Entering Unmasked Estep 
Score: -14085646.000000 Penalty: 28114.498047
Splitting cluster 17 changes total score from -14047107.000000 to -14085646.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 18 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -53919.105469 Penalty: 309.861481
	Iteration 0F: 2 clusters Score -53919.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -53214.246094 Penalty: 619.722961
	Iteration 0F: 3 clusters Score -53214.25 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -53717.007812 Penalty: 619.722961
	Iteration 1F: 3 clusters Score -53717.01 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -54045.027344 Penalty: 619.722961
	Iteration 2F: 3 clusters Score -54045.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -54264.457031 Penalty: 619.722961
	Iteration 3F: 3 clusters Score -54264.46 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -54483.921875 Penalty: 619.722961
	Iteration 4F: 3 clusters Score -54483.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -54885.238281 Penalty: 619.722961
	Iteration 5F: 3 clusters Score -54885.24 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -55275.796875 Penalty: 619.722961
	Iteration 6F: 3 clusters Score -55275.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -55412.683594 Penalty: 619.722961
	Iteration 7F: 3 clusters Score -55412.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -55431.167969 Penalty: 619.722961
	Iteration 8Q: 3 clusters Score -55431.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -55435.109375 Penalty: 619.722961
	Iteration 9Q: 3 clusters Score -55435.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -55435.660156 Penalty: 619.722961
	Iteration 10Q: 3 clusters Score -55435.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -55437.156250 Penalty: 619.722961
	Iteration 11Q: 3 clusters Score -55437.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -55437.156250 Penalty: 619.722961
	Iteration 12F: 3 clusters Score -55437.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Entering Unmasked Estep 
Score: -14086917.000000 Penalty: 28676.787109
Splitting cluster 18 changes total score from -14047107.000000 to -14086917.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 19 (9541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Entering Unmasked Estep 
Score: -529722.937500 Penalty: 416.932617
	Iteration 0F: 2 clusters Score -529722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -523375.500000 Penalty: 833.865234
	Iteration 0F: 3 clusters Score -523375.5 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -526169.437500 Penalty: 833.865234
	Iteration 1F: 3 clusters Score -526169.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -526665.875000 Penalty: 833.865234
	Iteration 2F: 3 clusters Score -526665.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -527148.250000 Penalty: 833.865234
	Iteration 3F: 3 clusters Score -527148.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -527548.187500 Penalty: 833.865234
	Iteration 4F: 3 clusters Score -527548.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -527856.812500 Penalty: 833.865234
	Iteration 5F: 3 clusters Score -527856.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -528088.250000 Penalty: 833.865234
	Iteration 6Q: 3 clusters Score -528088.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -528286.500000 Penalty: 833.865234
	Iteration 7Q: 3 clusters Score -528286.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -528495.875000 Penalty: 833.865234
	Iteration 8Q: 3 clusters Score -528495.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -528664.875000 Penalty: 833.865234
	Iteration 9Q: 3 clusters Score -528664.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -528818.250000 Penalty: 833.865234
	Iteration 10Q: 3 clusters Score -528818.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -528952.000000 Penalty: 833.865234
	Iteration 11Q: 3 clusters Score -528952 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -529042.375000 Penalty: 833.865234
	Iteration 12Q: 3 clusters Score -529042.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -529106.312500 Penalty: 833.865234
	Iteration 13Q: 3 clusters Score -529106.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -529168.312500 Penalty: 833.865234
	Iteration 14Q: 3 clusters Score -529168.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -529231.937500 Penalty: 833.865234
	Iteration 15Q: 3 clusters Score -529231.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -529302.687500 Penalty: 833.865234
	Iteration 16Q: 3 clusters Score -529302.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -529356.812500 Penalty: 833.865234
	Iteration 17Q: 3 clusters Score -529356.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -529387.812500 Penalty: 833.865234
	Iteration 18Q: 3 clusters Score -529387.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -529411.125000 Penalty: 833.865234
	Iteration 19Q: 3 clusters Score -529411.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -529424.312500 Penalty: 833.865234
	Iteration 20F: 3 clusters Score -529424.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -529435.687500 Penalty: 833.865234
	Iteration 21Q: 3 clusters Score -529435.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -529446.187500 Penalty: 833.865234
	Iteration 22Q: 3 clusters Score -529446.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -529454.937500 Penalty: 833.865234
	Iteration 23Q: 3 clusters Score -529454.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -529463.937500 Penalty: 833.865234
	Iteration 24Q: 3 clusters Score -529463.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -529476.500000 Penalty: 833.865234
	Iteration 25Q: 3 clusters Score -529476.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -529488.062500 Penalty: 833.865234
	Iteration 26Q: 3 clusters Score -529488.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -529500.625000 Penalty: 833.865234
	Iteration 27Q: 3 clusters Score -529500.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -529508.812500 Penalty: 833.865234
	Iteration 28Q: 3 clusters Score -529508.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -529514.187500 Penalty: 833.865234
	Iteration 29Q: 3 clusters Score -529514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -529518.875000 Penalty: 833.865234
	Iteration 30Q: 3 clusters Score -529518.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -529521.875000 Penalty: 833.865234
	Iteration 31Q: 3 clusters Score -529521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -529522.687500 Penalty: 833.865234
	Iteration 32Q: 3 clusters Score -529522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -529523.500000 Penalty: 833.865234
	Iteration 33Q: 3 clusters Score -529523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -529523.875000 Penalty: 833.865234
	Iteration 34Q: 3 clusters Score -529523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -529524.875000 Penalty: 833.865234
	Iteration 35Q: 3 clusters Score -529524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -529525.125000 Penalty: 833.865234
	Iteration 36Q: 3 clusters Score -529525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -529525.375000 Penalty: 833.865234
	Iteration 37Q: 3 clusters Score -529525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -529525.375000 Penalty: 833.865234
	Iteration 38F: 3 clusters Score -529525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -35945.156250 Penalty: 311.390625
	Iteration 0F: 2 clusters Score -35945.16 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 455 members 
Entering Unmasked Estep 
Score: -35212.148438 Penalty: 622.781250
	Iteration 0F: 3 clusters Score -35212.15 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36011.308594 Penalty: 622.781250
	Iteration 1F: 3 clusters Score -36011.31 nChanged 184
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: -37089.472656 Penalty: 622.781250
	Iteration 2F: 3 clusters Score -37089.47 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -37650.785156 Penalty: 622.781250
	Iteration 3F: 3 clusters Score -37650.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -37813.425781 Penalty: 622.781250
	Iteration 4F: 3 clusters Score -37813.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -37870.429688 Penalty: 622.781250
	Iteration 5Q: 3 clusters Score -37870.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -37891.445312 Penalty: 622.781250
	Iteration 6Q: 3 clusters Score -37891.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -37912.250000 Penalty: 622.781250
	Iteration 7Q: 3 clusters Score -37912.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -37937.226562 Penalty: 622.781250
	Iteration 8Q: 3 clusters Score -37937.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -37968.031250 Penalty: 622.781250
	Iteration 9Q: 3 clusters Score -37968.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -38017.457031 Penalty: 622.781250
	Iteration 10Q: 3 clusters Score -38017.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -38045.363281 Penalty: 622.781250
	Iteration 11Q: 3 clusters Score -38045.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -38081.203125 Penalty: 622.781250
	Iteration 12Q: 3 clusters Score -38081.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -38129.882812 Penalty: 622.781250
	Iteration 13Q: 3 clusters Score -38129.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -38199.230469 Penalty: 622.781250
	Iteration 14Q: 3 clusters Score -38199.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -38223.476562 Penalty: 622.781250
	Iteration 15Q: 3 clusters Score -38223.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -38227.269531 Penalty: 622.781250
	Iteration 16Q: 3 clusters Score -38227.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -38229.195312 Penalty: 622.781250
	Iteration 17Q: 3 clusters Score -38229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -38236.273438 Penalty: 622.781250
	Iteration 18F: 3 clusters Score -38236.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -38279.585938 Penalty: 622.781250
	Iteration 19Q: 3 clusters Score -38279.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -38335.785156 Penalty: 622.781250
	Iteration 20F: 3 clusters Score -38335.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -38377.417969 Penalty: 622.781250
	Iteration 21Q: 3 clusters Score -38377.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -38387.125000 Penalty: 622.781250
	Iteration 22Q: 3 clusters Score -38387.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -38387.761719 Penalty: 622.781250
	Iteration 23Q: 3 clusters Score -38387.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -38387.761719 Penalty: 622.781250
	Iteration 24F: 3 clusters Score -38387.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Entering Unmasked Estep 
Score: -14089102.000000 Penalty: 29239.078125
Splitting cluster 20 changes total score from -14047107.000000 to -14089102.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 21 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -178397.031250 Penalty: 364.244202
	Iteration 0F: 2 clusters Score -178397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -176324.843750 Penalty: 728.488403
	Iteration 0F: 3 clusters Score -176324.8 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -177013.328125 Penalty: 728.488403
	Iteration 1F: 3 clusters Score -177013.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -177122.859375 Penalty: 728.488403
	Iteration 2F: 3 clusters Score -177122.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -177216.062500 Penalty: 728.488403
	Iteration 3F: 3 clusters Score -177216.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -177314.812500 Penalty: 728.488403
	Iteration 4F: 3 clusters Score -177314.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -177430.796875 Penalty: 728.488403
	Iteration 5F: 3 clusters Score -177430.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -177565.906250 Penalty: 728.488403
	Iteration 6F: 3 clusters Score -177565.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -177689.843750 Penalty: 728.488403
	Iteration 7Q: 3 clusters Score -177689.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -177794.703125 Penalty: 728.488403
	Iteration 8Q: 3 clusters Score -177794.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -177903.718750 Penalty: 728.488403
	Iteration 9Q: 3 clusters Score -177903.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -177989.921875 Penalty: 728.488403
	Iteration 10Q: 3 clusters Score -177989.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -178043.718750 Penalty: 728.488403
	Iteration 11Q: 3 clusters Score -178043.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -178069.390625 Penalty: 728.488403
	Iteration 12Q: 3 clusters Score -178069.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -178096.781250 Penalty: 728.488403
	Iteration 13Q: 3 clusters Score -178096.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -178117.171875 Penalty: 728.488403
	Iteration 14Q: 3 clusters Score -178117.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -178133.406250 Penalty: 728.488403
	Iteration 15Q: 3 clusters Score -178133.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -178143.843750 Penalty: 728.488403
	Iteration 16Q: 3 clusters Score -178143.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -178150.671875 Penalty: 728.488403
	Iteration 17Q: 3 clusters Score -178150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -178154.843750 Penalty: 728.488403
	Iteration 18Q: 3 clusters Score -178154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -178158.562500 Penalty: 728.488403
	Iteration 19Q: 3 clusters Score -178158.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -178162.562500 Penalty: 728.488403
	Iteration 20F: 3 clusters Score -178162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -178166.312500 Penalty: 728.488403
	Iteration 21Q: 3 clusters Score -178166.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -178168.296875 Penalty: 728.488403
	Iteration 22Q: 3 clusters Score -178168.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -178170.484375 Penalty: 728.488403
	Iteration 23Q: 3 clusters Score -178170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -178172.109375 Penalty: 728.488403
	Iteration 24Q: 3 clusters Score -178172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -178174.750000 Penalty: 728.488403
	Iteration 25Q: 3 clusters Score -178174.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -178178.171875 Penalty: 728.488403
	Iteration 26Q: 3 clusters Score -178178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -178180.515625 Penalty: 728.488403
	Iteration 27Q: 3 clusters Score -178180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -178182.203125 Penalty: 728.488403
	Iteration 28Q: 3 clusters Score -178182.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -178187.843750 Penalty: 728.488403
	Iteration 29Q: 3 clusters Score -178187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -178190.046875 Penalty: 728.488403
	Iteration 30Q: 3 clusters Score -178190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -178191.593750 Penalty: 728.488403
	Iteration 31Q: 3 clusters Score -178191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -178192.687500 Penalty: 728.488403
	Iteration 32Q: 3 clusters Score -178192.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -178193.812500 Penalty: 728.488403
	Iteration 33Q: 3 clusters Score -178193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -178196.031250 Penalty: 728.488403
	Iteration 34Q: 3 clusters Score -178196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -178198.843750 Penalty: 728.488403
	Iteration 35Q: 3 clusters Score -178198.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -178200.265625 Penalty: 728.488403
	Iteration 36Q: 3 clusters Score -178200.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -178203.187500 Penalty: 728.488403
	Iteration 37Q: 3 clusters Score -178203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -178205.796875 Penalty: 728.488403
	Iteration 38Q: 3 clusters Score -178205.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -178208.250000 Penalty: 728.488403
	Iteration 39Q: 3 clusters Score -178208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -178211.750000 Penalty: 728.488403
	Iteration 40F: 3 clusters Score -178211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -178215.953125 Penalty: 728.488403
	Iteration 41Q: 3 clusters Score -178216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -178220.109375 Penalty: 728.488403
	Iteration 42Q: 3 clusters Score -178220.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -178224.703125 Penalty: 728.488403
	Iteration 43Q: 3 clusters Score -178224.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -178229.546875 Penalty: 728.488403
	Iteration 44Q: 3 clusters Score -178229.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -178234.562500 Penalty: 728.488403
	Iteration 45Q: 3 clusters Score -178234.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -178240.562500 Penalty: 728.488403
	Iteration 46Q: 3 clusters Score -178240.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -178247.531250 Penalty: 728.488403
	Iteration 47Q: 3 clusters Score -178247.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -178255.000000 Penalty: 728.488403
	Iteration 48Q: 3 clusters Score -178255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -178264.593750 Penalty: 728.488403
	Iteration 49Q: 3 clusters Score -178264.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -178277.500000 Penalty: 728.488403
	Iteration 50Q: 3 clusters Score -178277.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -178295.328125 Penalty: 728.488403
	Iteration 51Q: 3 clusters Score -178295.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -178316.218750 Penalty: 728.488403
	Iteration 52Q: 3 clusters Score -178316.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -178334.531250 Penalty: 728.488403
	Iteration 53Q: 3 clusters Score -178334.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -178346.640625 Penalty: 728.488403
	Iteration 54Q: 3 clusters Score -178346.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -178359.484375 Penalty: 728.488403
	Iteration 55Q: 3 clusters Score -178359.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -178378.359375 Penalty: 728.488403
	Iteration 56Q: 3 clusters Score -178378.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -178396.203125 Penalty: 728.488403
	Iteration 57Q: 3 clusters Score -178396.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -178412.312500 Penalty: 728.488403
	Iteration 58Q: 3 clusters Score -178412.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -178433.312500 Penalty: 728.488403
	Iteration 59Q: 3 clusters Score -178433.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -178451.796875 Penalty: 728.488403
	Iteration 60F: 3 clusters Score -178451.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -178463.703125 Penalty: 728.488403
	Iteration 61Q: 3 clusters Score -178463.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -178470.687500 Penalty: 728.488403
	Iteration 62Q: 3 clusters Score -178470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -178472.796875 Penalty: 728.488403
	Iteration 63Q: 3 clusters Score -178472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -178473.812500 Penalty: 728.488403
	Iteration 64Q: 3 clusters Score -178473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -178474.421875 Penalty: 728.488403
	Iteration 65Q: 3 clusters Score -178474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -178474.796875 Penalty: 728.488403
	Iteration 66Q: 3 clusters Score -178474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -178474.406250 Penalty: 728.488403
	Iteration 67Q: 3 clusters Score -178474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -178474.906250 Penalty: 728.488403
	Iteration 68Q: 3 clusters Score -178474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -178475.046875 Penalty: 728.488403
	Iteration 69Q: 3 clusters Score -178475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -178476.000000 Penalty: 728.488403
	Iteration 70Q: 3 clusters Score -178476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -178476.734375 Penalty: 728.488403
	Iteration 71Q: 3 clusters Score -178476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -178476.734375 Penalty: 728.488403
	Iteration 72Q: 3 clusters Score -178476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -178476.734375 Penalty: 728.488403
	Iteration 73F: 3 clusters Score -178476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 101982 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Entering Unmasked Estep 
Score: -14089006.000000 Penalty: 29801.367188
Splitting cluster 21 changes total score from -14047107.000000 to -14089006.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 22 (54346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Entering Unmasked Estep 
Score: -3332652.750000 Penalty: 496.092255
	Iteration 0F: 2 clusters Score -3332653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3296220.500000 Penalty: 992.184509
	Iteration 0F: 3 clusters Score -3296220 nChanged 26336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3312563.750000 Penalty: 992.184509
	Iteration 1F: 3 clusters Score -3312564 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3313997.750000 Penalty: 992.184509
	Iteration 2F: 3 clusters Score -3313998 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3315987.750000 Penalty: 992.184509
	Iteration 3F: 3 clusters Score -3315988 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3318558.250000 Penalty: 992.184509
	Iteration 4F: 3 clusters Score -3318558 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3321730.250000 Penalty: 992.184509
	Iteration 5F: 3 clusters Score -3321730 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3324925.500000 Penalty: 992.184509
	Iteration 6F: 3 clusters Score -3324926 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3327437.500000 Penalty: 992.184509
	Iteration 7F: 3 clusters Score -3327438 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3329159.500000 Penalty: 992.184509
	Iteration 8Q: 3 clusters Score -3329160 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3330235.250000 Penalty: 992.184509
	Iteration 9Q: 3 clusters Score -3330235 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3330968.000000 Penalty: 992.184509
	Iteration 10Q: 3 clusters Score -3330968 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3331433.750000 Penalty: 992.184509
	Iteration 11Q: 3 clusters Score -3331434 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3331700.250000 Penalty: 992.184509
	Iteration 12Q: 3 clusters Score -3331700 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3331900.750000 Penalty: 992.184509
	Iteration 13Q: 3 clusters Score -3331901 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3332040.000000 Penalty: 992.184509
	Iteration 14Q: 3 clusters Score -3332040 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3332156.000000 Penalty: 992.184509
	Iteration 15Q: 3 clusters Score -3332156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3332244.500000 Penalty: 992.184509
	Iteration 16Q: 3 clusters Score -3332244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3332316.500000 Penalty: 992.184509
	Iteration 17Q: 3 clusters Score -3332316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3332381.750000 Penalty: 992.184509
	Iteration 18Q: 3 clusters Score -3332382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3332422.500000 Penalty: 992.184509
	Iteration 19Q: 3 clusters Score -3332422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3332449.000000 Penalty: 992.184509
	Iteration 20F: 3 clusters Score -3332449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3332469.750000 Penalty: 992.184509
	Iteration 21Q: 3 clusters Score -3332470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3332482.500000 Penalty: 992.184509
	Iteration 22Q: 3 clusters Score -3332482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3332484.000000 Penalty: 992.184509
	Iteration 23Q: 3 clusters Score -3332484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3332485.250000 Penalty: 992.184509
	Iteration 24Q: 3 clusters Score -3332485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3332487.500000 Penalty: 992.184509
	Iteration 25Q: 3 clusters Score -3332488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3332503.250000 Penalty: 992.184509
	Iteration 26Q: 3 clusters Score -3332503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3332506.750000 Penalty: 992.184509
	Iteration 27Q: 3 clusters Score -3332507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3332513.250000 Penalty: 992.184509
	Iteration 28Q: 3 clusters Score -3332513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3332512.500000 Penalty: 992.184509
	Iteration 29Q: 3 clusters Score -3332512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3332513.250000 Penalty: 992.184509
	Iteration 30Q: 3 clusters Score -3332513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3332514.500000 Penalty: 992.184509
	Iteration 31Q: 3 clusters Score -3332514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3332514.500000 Penalty: 992.184509
	Iteration 32F: 3 clusters Score -3332514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (101982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101982 members 
Entering Unmasked Estep 
Score: -6363186.000000 Penalty: 524.731079
	Iteration 0F: 2 clusters Score -6363186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -6297899.500000 Penalty: 1049.462158
	Iteration 0F: 3 clusters Score -6297900 nChanged 49790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -6329924.500000 Penalty: 1049.462158
	Iteration 1F: 3 clusters Score -6329924 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -6333033.000000 Penalty: 1049.462158
	Iteration 2F: 3 clusters Score -6333033 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -6337299.500000 Penalty: 1049.462158
	Iteration 3F: 3 clusters Score -6337300 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -6343075.000000 Penalty: 1049.462158
	Iteration 4F: 3 clusters Score -6343075 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -6349707.000000 Penalty: 1049.462158
	Iteration 5F: 3 clusters Score -6349707 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -6355329.000000 Penalty: 1049.462158
	Iteration 6F: 3 clusters Score -6355329 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -6358901.500000 Penalty: 1049.462158
	Iteration 7Q: 3 clusters Score -6358902 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -6360854.000000 Penalty: 1049.462158
	Iteration 8Q: 3 clusters Score -6360854 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -6361860.000000 Penalty: 1049.462158
	Iteration 9Q: 3 clusters Score -6361860 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -6362449.000000 Penalty: 1049.462158
	Iteration 10Q: 3 clusters Score -6362449 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6362769.000000 Penalty: 1049.462158
	Iteration 11Q: 3 clusters Score -6362769 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6363065.500000 Penalty: 1049.462158
	Iteration 12Q: 3 clusters Score -6363066 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6363339.500000 Penalty: 1049.462158
	Iteration 13Q: 3 clusters Score -6363340 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6363525.000000 Penalty: 1049.462158
	Iteration 14Q: 3 clusters Score -6363525 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99192 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6363593.500000 Penalty: 1049.462158
	Iteration 15Q: 3 clusters Score -6363594 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6363651.500000 Penalty: 1049.462158
	Iteration 16Q: 3 clusters Score -6363652 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6363628.000000 Penalty: 1049.462158
	Iteration 17Q: 3 clusters Score -6363628 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6363649.500000 Penalty: 1049.462158
	Iteration 18Q: 3 clusters Score -6363650 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6363652.500000 Penalty: 1049.462158
	Iteration 19Q: 3 clusters Score -6363652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6363643.500000 Penalty: 1049.462158
	Iteration 20F: 3 clusters Score -6363644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6363632.000000 Penalty: 1049.462158
	Iteration 21Q: 3 clusters Score -6363632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99432 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6363645.000000 Penalty: 1049.462158
	Iteration 22Q: 3 clusters Score -6363645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99427 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6363626.500000 Penalty: 1049.462158
	Iteration 23Q: 3 clusters Score -6363626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6363632.500000 Penalty: 1049.462158
	Iteration 24Q: 3 clusters Score -6363632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6363636.500000 Penalty: 1049.462158
	Iteration 25Q: 3 clusters Score -6363636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6363654.000000 Penalty: 1049.462158
	Iteration 26Q: 3 clusters Score -6363654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6363661.500000 Penalty: 1049.462158
	Iteration 27Q: 3 clusters Score -6363662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6363662.500000 Penalty: 1049.462158
	Iteration 28Q: 3 clusters Score -6363662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6363664.000000 Penalty: 1049.462158
	Iteration 29Q: 3 clusters Score -6363664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6363668.000000 Penalty: 1049.462158
	Iteration 30Q: 3 clusters Score -6363668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99342 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6363671.500000 Penalty: 1049.462158
	Iteration 31Q: 3 clusters Score -6363672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6363673.500000 Penalty: 1049.462158
	Iteration 32Q: 3 clusters Score -6363674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6363674.500000 Penalty: 1049.462158
	Iteration 33Q: 3 clusters Score -6363674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6363666.500000 Penalty: 1049.462158
	Iteration 34Q: 3 clusters Score -6363666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6363668.500000 Penalty: 1049.462158
	Iteration 35Q: 3 clusters Score -6363668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6363676.500000 Penalty: 1049.462158
	Iteration 36Q: 3 clusters Score -6363676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6363669.000000 Penalty: 1049.462158
	Iteration 37Q: 3 clusters Score -6363669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99242 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6363659.500000 Penalty: 1049.462158
	Iteration 38Q: 3 clusters Score -6363660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99225 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6363657.000000 Penalty: 1049.462158
	Iteration 39Q: 3 clusters Score -6363657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99202 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6363687.000000 Penalty: 1049.462158
	Iteration 40F: 3 clusters Score -6363687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6363685.000000 Penalty: 1049.462158
	Iteration 41Q: 3 clusters Score -6363685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6363703.000000 Penalty: 1049.462158
	Iteration 42Q: 3 clusters Score -6363703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6363696.000000 Penalty: 1049.462158
	Iteration 43Q: 3 clusters Score -6363696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99137 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6363700.500000 Penalty: 1049.462158
	Iteration 44Q: 3 clusters Score -6363700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99128 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -6363695.000000 Penalty: 1049.462158
	Iteration 45Q: 3 clusters Score -6363695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -6363702.500000 Penalty: 1049.462158
	Iteration 46Q: 3 clusters Score -6363702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6363712.000000 Penalty: 1049.462158
	Iteration 47Q: 3 clusters Score -6363712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6363711.500000 Penalty: 1049.462158
	Iteration 48Q: 3 clusters Score -6363712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6363710.500000 Penalty: 1049.462158
	Iteration 49Q: 3 clusters Score -6363710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99083 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6363707.000000 Penalty: 1049.462158
	Iteration 50Q: 3 clusters Score -6363707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -6363703.500000 Penalty: 1049.462158
	Iteration 51Q: 3 clusters Score -6363704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6363704.500000 Penalty: 1049.462158
	Iteration 52Q: 3 clusters Score -6363704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6363714.000000 Penalty: 1049.462158
	Iteration 53Q: 3 clusters Score -6363714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6363708.500000 Penalty: 1049.462158
	Iteration 54Q: 3 clusters Score -6363708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6363709.000000 Penalty: 1049.462158
	Iteration 55Q: 3 clusters Score -6363709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6363707.000000 Penalty: 1049.462158
	Iteration 56Q: 3 clusters Score -6363707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6363706.500000 Penalty: 1049.462158
	Iteration 57Q: 3 clusters Score -6363706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6363702.500000 Penalty: 1049.462158
	Iteration 58Q: 3 clusters Score -6363702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99010 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6363710.500000 Penalty: 1049.462158
	Iteration 59Q: 3 clusters Score -6363710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6363697.500000 Penalty: 1049.462158
	Iteration 60F: 3 clusters Score -6363698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6363707.500000 Penalty: 1049.462158
	Iteration 61Q: 3 clusters Score -6363708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6363710.500000 Penalty: 1049.462158
	Iteration 62Q: 3 clusters Score -6363710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98987 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6363711.500000 Penalty: 1049.462158
	Iteration 63Q: 3 clusters Score -6363712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6363714.500000 Penalty: 1049.462158
	Iteration 64Q: 3 clusters Score -6363714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6363708.500000 Penalty: 1049.462158
	Iteration 65Q: 3 clusters Score -6363708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6363708.500000 Penalty: 1049.462158
	Iteration 66Q: 3 clusters Score -6363708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6363708.500000 Penalty: 1049.462158
	Iteration 67F: 3 clusters Score -6363708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Entering Unmasked Estep 
Score: -14089607.000000 Penalty: 30363.656250
Splitting cluster 23 changes total score from -14047107.000000 to -14089607.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 24 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -177645.437500 Penalty: 364.153015
	Iteration 0F: 2 clusters Score -177645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -175609.375000 Penalty: 728.306030
	Iteration 0F: 3 clusters Score -175609.4 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -176415.765625 Penalty: 728.306030
	Iteration 1F: 3 clusters Score -176415.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -176562.593750 Penalty: 728.306030
	Iteration 2F: 3 clusters Score -176562.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -176690.328125 Penalty: 728.306030
	Iteration 3F: 3 clusters Score -176690.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -176805.781250 Penalty: 728.306030
	Iteration 4F: 3 clusters Score -176805.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -176941.562500 Penalty: 728.306030
	Iteration 5F: 3 clusters Score -176941.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -177045.421875 Penalty: 728.306030
	Iteration 6Q: 3 clusters Score -177045.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -177106.328125 Penalty: 728.306030
	Iteration 7Q: 3 clusters Score -177106.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -177144.781250 Penalty: 728.306030
	Iteration 8Q: 3 clusters Score -177144.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -177184.875000 Penalty: 728.306030
	Iteration 9Q: 3 clusters Score -177184.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -177238.000000 Penalty: 728.306030
	Iteration 10Q: 3 clusters Score -177238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -177280.343750 Penalty: 728.306030
	Iteration 11Q: 3 clusters Score -177280.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -177316.640625 Penalty: 728.306030
	Iteration 12Q: 3 clusters Score -177316.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -177362.890625 Penalty: 728.306030
	Iteration 13Q: 3 clusters Score -177362.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -177409.531250 Penalty: 728.306030
	Iteration 14Q: 3 clusters Score -177409.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -177448.890625 Penalty: 728.306030
	Iteration 15Q: 3 clusters Score -177448.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -177474.328125 Penalty: 728.306030
	Iteration 16Q: 3 clusters Score -177474.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -177490.734375 Penalty: 728.306030
	Iteration 17Q: 3 clusters Score -177490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -177497.375000 Penalty: 728.306030
	Iteration 18Q: 3 clusters Score -177497.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -177510.953125 Penalty: 728.306030
	Iteration 19Q: 3 clusters Score -177511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -177524.500000 Penalty: 728.306030
	Iteration 20F: 3 clusters Score -177524.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -177537.656250 Penalty: 728.306030
	Iteration 21Q: 3 clusters Score -177537.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -177542.250000 Penalty: 728.306030
	Iteration 22Q: 3 clusters Score -177542.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -177546.500000 Penalty: 728.306030
	Iteration 23Q: 3 clusters Score -177546.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -177548.859375 Penalty: 728.306030
	Iteration 24Q: 3 clusters Score -177548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -177551.093750 Penalty: 728.306030
	Iteration 25Q: 3 clusters Score -177551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -177551.703125 Penalty: 728.306030
	Iteration 26Q: 3 clusters Score -177551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -177552.046875 Penalty: 728.306030
	Iteration 27Q: 3 clusters Score -177552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -177552.187500 Penalty: 728.306030
	Iteration 28Q: 3 clusters Score -177552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -177552.781250 Penalty: 728.306030
	Iteration 29Q: 3 clusters Score -177552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -177553.515625 Penalty: 728.306030
	Iteration 30Q: 3 clusters Score -177553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -177554.359375 Penalty: 728.306030
	Iteration 31Q: 3 clusters Score -177554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -177554.437500 Penalty: 728.306030
	Iteration 32Q: 3 clusters Score -177554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -177554.921875 Penalty: 728.306030
	Iteration 33Q: 3 clusters Score -177554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -177555.031250 Penalty: 728.306030
	Iteration 34Q: 3 clusters Score -177555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -177555.359375 Penalty: 728.306030
	Iteration 35Q: 3 clusters Score -177555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -177555.671875 Penalty: 728.306030
	Iteration 36Q: 3 clusters Score -177555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -177555.671875 Penalty: 728.306030
	Iteration 37F: 3 clusters Score -177555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -31709.033203 Penalty: 310.706390
	Iteration 0F: 2 clusters Score -31709.03 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 469 members 
Entering Unmasked Estep 
Score: -30989.109375 Penalty: 621.412781
	Iteration 0F: 3 clusters Score -30989.11 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -31666.404297 Penalty: 621.412781
	Iteration 1F: 3 clusters Score -31666.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -32130.818359 Penalty: 621.412781
	Iteration 2F: 3 clusters Score -32130.82 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -32412.816406 Penalty: 621.412781
	Iteration 3F: 3 clusters Score -32412.82 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -32643.957031 Penalty: 621.412781
	Iteration 4F: 3 clusters Score -32643.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -32840.343750 Penalty: 621.412781
	Iteration 5Q: 3 clusters Score -32840.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -33005.394531 Penalty: 621.412781
	Iteration 6Q: 3 clusters Score -33005.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -33160.816406 Penalty: 621.412781
	Iteration 7Q: 3 clusters Score -33160.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -33223.972656 Penalty: 621.412781
	Iteration 8Q: 3 clusters Score -33223.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -33230.281250 Penalty: 621.412781
	Iteration 9Q: 3 clusters Score -33230.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -33232.753906 Penalty: 621.412781
	Iteration 10Q: 3 clusters Score -33232.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -33232.753906 Penalty: 621.412781
	Iteration 11F: 3 clusters Score -33232.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Mstep: Class 55 contains 805 members 
Entering Unmasked Estep 
Score: -14090877.000000 Penalty: 30925.947266
Splitting cluster 25 changes total score from -14047107.000000 to -14090877.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -19816.144531 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -19816.14 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 196 members 
Entering Unmasked Estep 
Score: -19447.083984 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -19447.08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19770.203125 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -19770.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -19916.089844 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -19916.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19970.503906 Penalty: 544.078613
	Iteration 3F: 3 clusters Score -19970.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20013.484375 Penalty: 544.078613
	Iteration 4F: 3 clusters Score -20013.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20052.576172 Penalty: 544.078613
	Iteration 5Q: 3 clusters Score -20052.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20079.587891 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -20079.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20107.724609 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -20107.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20156.449219 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -20156.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20284.212891 Penalty: 544.078613
	Iteration 9F: 3 clusters Score -20284.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20504.019531 Penalty: 544.078613
	Iteration 10F: 3 clusters Score -20504.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21228.714844 Penalty: 544.078613
	Iteration 11F: 3 clusters Score -21228.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21393.091797 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -21393.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21493.066406 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -21493.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21758.496094 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -21758.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21758.496094 Penalty: 544.078613
	Iteration 15F: 3 clusters Score -21758.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 566 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Mstep: Class 55 contains 805 members 
Mstep: Class 56 contains 136 members 
Entering Unmasked Estep 
Score: -14092527.000000 Penalty: 31488.236328
Splitting cluster 26 changes total score from -14047107.000000 to -14092527.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 27 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -36534.914062 Penalty: 288.406036
	Iteration 0F: 2 clusters Score -36534.91 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 295 members 
Entering Unmasked Estep 
Score: -36083.941406 Penalty: 576.812073
	Iteration 0F: 3 clusters Score -36083.94 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36518.808594 Penalty: 576.812073
	Iteration 1F: 3 clusters Score -36518.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36674.097656 Penalty: 576.812073
	Iteration 2F: 3 clusters Score -36674.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36750.636719 Penalty: 576.812073
	Iteration 3F: 3 clusters Score -36750.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36763.347656 Penalty: 576.812073
	Iteration 4Q: 3 clusters Score -36763.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36771.988281 Penalty: 576.812073
	Iteration 5Q: 3 clusters Score -36771.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36781.507812 Penalty: 576.812073
	Iteration 6Q: 3 clusters Score -36781.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36790.906250 Penalty: 576.812073
	Iteration 7Q: 3 clusters Score -36790.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36801.855469 Penalty: 576.812073
	Iteration 8Q: 3 clusters Score -36801.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36812.945312 Penalty: 576.812073
	Iteration 9Q: 3 clusters Score -36812.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36817.476562 Penalty: 576.812073
	Iteration 10Q: 3 clusters Score -36817.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36819.960938 Penalty: 576.812073
	Iteration 11Q: 3 clusters Score -36819.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36825.421875 Penalty: 576.812073
	Iteration 12Q: 3 clusters Score -36825.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36826.585938 Penalty: 576.812073
	Iteration 13Q: 3 clusters Score -36826.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36828.480469 Penalty: 576.812073
	Iteration 14Q: 3 clusters Score -36828.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36828.480469 Penalty: 576.812073
	Iteration 15F: 3 clusters Score -36828.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Mstep: Class 55 contains 805 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Entering Unmasked Estep 
Score: -14092552.000000 Penalty: 32050.527344
Splitting cluster 27 changes total score from -14047107.000000 to -14092552.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 28 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -146257.687500 Penalty: 354.701935
	Iteration 0F: 2 clusters Score -146257.7 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 1224 members 
Entering Unmasked Estep 
Score: -144546.562500 Penalty: 709.403870
	Iteration 0F: 3 clusters Score -144546.6 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -145103.953125 Penalty: 709.403870
	Iteration 1F: 3 clusters Score -145104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -145177.750000 Penalty: 709.403870
	Iteration 2F: 3 clusters Score -145177.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -145242.859375 Penalty: 709.403870
	Iteration 3F: 3 clusters Score -145242.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -145304.828125 Penalty: 709.403870
	Iteration 4Q: 3 clusters Score -145304.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -145372.515625 Penalty: 709.403870
	Iteration 5Q: 3 clusters Score -145372.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -145460.593750 Penalty: 709.403870
	Iteration 6Q: 3 clusters Score -145460.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -145527.484375 Penalty: 709.403870
	Iteration 7Q: 3 clusters Score -145527.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -145572.390625 Penalty: 709.403870
	Iteration 8Q: 3 clusters Score -145572.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -145591.484375 Penalty: 709.403870
	Iteration 9Q: 3 clusters Score -145591.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -145610.000000 Penalty: 709.403870
	Iteration 10Q: 3 clusters Score -145610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -145624.296875 Penalty: 709.403870
	Iteration 11Q: 3 clusters Score -145624.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145634.140625 Penalty: 709.403870
	Iteration 12Q: 3 clusters Score -145634.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145642.484375 Penalty: 709.403870
	Iteration 13Q: 3 clusters Score -145642.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145656.046875 Penalty: 709.403870
	Iteration 14Q: 3 clusters Score -145656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145670.609375 Penalty: 709.403870
	Iteration 15Q: 3 clusters Score -145670.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145681.390625 Penalty: 709.403870
	Iteration 16Q: 3 clusters Score -145681.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -145694.062500 Penalty: 709.403870
	Iteration 17Q: 3 clusters Score -145694.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -145702.890625 Penalty: 709.403870
	Iteration 18Q: 3 clusters Score -145702.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145708.687500 Penalty: 709.403870
	Iteration 19Q: 3 clusters Score -145708.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -145716.531250 Penalty: 709.403870
	Iteration 20F: 3 clusters Score -145716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -145724.359375 Penalty: 709.403870
	Iteration 21Q: 3 clusters Score -145724.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -145732.828125 Penalty: 709.403870
	Iteration 22Q: 3 clusters Score -145732.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -145748.000000 Penalty: 709.403870
	Iteration 23Q: 3 clusters Score -145748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -145764.281250 Penalty: 709.403870
	Iteration 24Q: 3 clusters Score -145764.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -145781.421875 Penalty: 709.403870
	Iteration 25Q: 3 clusters Score -145781.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -145797.921875 Penalty: 709.403870
	Iteration 26Q: 3 clusters Score -145797.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -145810.156250 Penalty: 709.403870
	Iteration 27Q: 3 clusters Score -145810.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -145824.796875 Penalty: 709.403870
	Iteration 28Q: 3 clusters Score -145824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -145834.375000 Penalty: 709.403870
	Iteration 29Q: 3 clusters Score -145834.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -145842.531250 Penalty: 709.403870
	Iteration 30Q: 3 clusters Score -145842.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -145856.625000 Penalty: 709.403870
	Iteration 31Q: 3 clusters Score -145856.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -145866.125000 Penalty: 709.403870
	Iteration 32Q: 3 clusters Score -145866.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -145880.671875 Penalty: 709.403870
	Iteration 33Q: 3 clusters Score -145880.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -145891.062500 Penalty: 709.403870
	Iteration 34Q: 3 clusters Score -145891.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -145901.281250 Penalty: 709.403870
	Iteration 35Q: 3 clusters Score -145901.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -145910.296875 Penalty: 709.403870
	Iteration 36Q: 3 clusters Score -145910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -145916.625000 Penalty: 709.403870
	Iteration 37Q: 3 clusters Score -145916.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -145923.984375 Penalty: 709.403870
	Iteration 38Q: 3 clusters Score -145924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -145926.437500 Penalty: 709.403870
	Iteration 39Q: 3 clusters Score -145926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -145933.359375 Penalty: 709.403870
	Iteration 40F: 3 clusters Score -145933.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -145940.078125 Penalty: 709.403870
	Iteration 41Q: 3 clusters Score -145940.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -145944.218750 Penalty: 709.403870
	Iteration 42Q: 3 clusters Score -145944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -145949.062500 Penalty: 709.403870
	Iteration 43Q: 3 clusters Score -145949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -145953.812500 Penalty: 709.403870
	Iteration 44Q: 3 clusters Score -145953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -145953.812500 Penalty: 709.403870
	Iteration 45F: 3 clusters Score -145953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -69740.578125 Penalty: 322.674255
	Iteration 0F: 2 clusters Score -69740.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68825.445312 Penalty: 645.348511
	Iteration 0F: 3 clusters Score -68825.45 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -69456.484375 Penalty: 645.348511
	Iteration 1F: 3 clusters Score -69456.48 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -69763.953125 Penalty: 645.348511
	Iteration 2F: 3 clusters Score -69763.95 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69934.562500 Penalty: 645.348511
	Iteration 3F: 3 clusters Score -69934.56 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70046.859375 Penalty: 645.348511
	Iteration 4F: 3 clusters Score -70046.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70125.625000 Penalty: 645.348511
	Iteration 5F: 3 clusters Score -70125.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70201.859375 Penalty: 645.348511
	Iteration 6Q: 3 clusters Score -70201.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70245.039062 Penalty: 645.348511
	Iteration 7Q: 3 clusters Score -70245.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70273.187500 Penalty: 645.348511
	Iteration 8Q: 3 clusters Score -70273.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -70282.921875 Penalty: 645.348511
	Iteration 9Q: 3 clusters Score -70282.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70285.632812 Penalty: 645.348511
	Iteration 10Q: 3 clusters Score -70285.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70286.382812 Penalty: 645.348511
	Iteration 11Q: 3 clusters Score -70286.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70287.757812 Penalty: 645.348511
	Iteration 12Q: 3 clusters Score -70287.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70290.406250 Penalty: 645.348511
	Iteration 13Q: 3 clusters Score -70290.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70291.906250 Penalty: 645.348511
	Iteration 14Q: 3 clusters Score -70291.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70293.695312 Penalty: 645.348511
	Iteration 15Q: 3 clusters Score -70293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70293.867188 Penalty: 645.348511
	Iteration 16Q: 3 clusters Score -70293.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70293.867188 Penalty: 645.348511
	Iteration 17F: 3 clusters Score -70293.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Mstep: Class 55 contains 805 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 460 members 
Entering Unmasked Estep 
Score: -14092878.000000 Penalty: 32612.816406
Splitting cluster 29 changes total score from -14047107.000000 to -14092878.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 30 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -19994.267578 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -19994.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19636.220703 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -19636.22 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19941.339844 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -19941.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19987.484375 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -19987.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20044.359375 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -20044.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20163.759766 Penalty: 552.647095
	Iteration 4F: 3 clusters Score -20163.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20336.826172 Penalty: 552.647095
	Iteration 5F: 3 clusters Score -20336.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20473.476562 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -20473.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20492.626953 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -20492.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -20493.822266 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -20493.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -20515.634766 Penalty: 552.647095
	Iteration 9F: 3 clusters Score -20515.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20681.769531 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -20681.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20805.312500 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -20805.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20807.179688 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -20807.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20807.179688 Penalty: 552.647095
	Iteration 13F: 3 clusters Score -20807.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Mstep: Class 55 contains 805 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 460 members 
Mstep: Class 59 contains 304 members 
Entering Unmasked Estep 
Score: -14093398.000000 Penalty: 33175.105469
Splitting cluster 30 changes total score from -14047107.000000 to -14093398.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 31 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -19898.072266 Penalty: 275.690094
	Iteration 0F: 2 clusters Score -19898.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19501.751953 Penalty: 551.380188
	Iteration 0F: 3 clusters Score -19501.75 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19862.023438 Penalty: 551.380188
	Iteration 1F: 3 clusters Score -19862.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20019.320312 Penalty: 551.380188
	Iteration 2F: 3 clusters Score -20019.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20077.669922 Penalty: 551.380188
	Iteration 3F: 3 clusters Score -20077.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20103.150391 Penalty: 551.380188
	Iteration 4Q: 3 clusters Score -20103.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20118.255859 Penalty: 551.380188
	Iteration 5Q: 3 clusters Score -20118.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20121.718750 Penalty: 551.380188
	Iteration 6Q: 3 clusters Score -20121.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20124.255859 Penalty: 551.380188
	Iteration 7Q: 3 clusters Score -20124.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20127.904297 Penalty: 551.380188
	Iteration 8Q: 3 clusters Score -20127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20130.406250 Penalty: 551.380188
	Iteration 9Q: 3 clusters Score -20130.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20131.171875 Penalty: 551.380188
	Iteration 10Q: 3 clusters Score -20131.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20131.171875 Penalty: 551.380188
	Iteration 11F: 3 clusters Score -20131.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 813 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Mstep: Class 55 contains 805 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 460 members 
Mstep: Class 59 contains 304 members 
Mstep: Class 60 contains 165 members 
Entering Unmasked Estep 
Score: -14093346.000000 Penalty: 33737.398438
Splitting cluster 31 changes total score from -14047107.000000 to -14093346.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 32 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -46970.613281 Penalty: 304.883270
	Iteration 0F: 2 clusters Score -46970.61 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 415 members 
Entering Unmasked Estep 
Score: -46329.800781 Penalty: 609.766541
	Iteration 0F: 3 clusters Score -46329.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46630.609375 Penalty: 609.766541
	Iteration 1F: 3 clusters Score -46630.61 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46710.156250 Penalty: 609.766541
	Iteration 2F: 3 clusters Score -46710.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46757.613281 Penalty: 609.766541
	Iteration 3F: 3 clusters Score -46757.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46800.320312 Penalty: 609.766541
	Iteration 4Q: 3 clusters Score -46800.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46854.164062 Penalty: 609.766541
	Iteration 5Q: 3 clusters Score -46854.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46928.566406 Penalty: 609.766541
	Iteration 6Q: 3 clusters Score -46928.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46992.937500 Penalty: 609.766541
	Iteration 7Q: 3 clusters Score -46992.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47020.195312 Penalty: 609.766541
	Iteration 8Q: 3 clusters Score -47020.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -47041.613281 Penalty: 609.766541
	Iteration 9Q: 3 clusters Score -47041.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -47054.292969 Penalty: 609.766541
	Iteration 10Q: 3 clusters Score -47054.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -47065.273438 Penalty: 609.766541
	Iteration 11Q: 3 clusters Score -47065.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -47071.035156 Penalty: 609.766541
	Iteration 12Q: 3 clusters Score -47071.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -47074.500000 Penalty: 609.766541
	Iteration 13Q: 3 clusters Score -47074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -47076.449219 Penalty: 609.766541
	Iteration 14Q: 3 clusters Score -47076.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -47079.070312 Penalty: 609.766541
	Iteration 15Q: 3 clusters Score -47079.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -47081.691406 Penalty: 609.766541
	Iteration 16Q: 3 clusters Score -47081.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -47083.269531 Penalty: 609.766541
	Iteration 17Q: 3 clusters Score -47083.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -47084.500000 Penalty: 609.766541
	Iteration 18Q: 3 clusters Score -47084.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -47084.500000 Penalty: 609.766541
	Iteration 19F: 3 clusters Score -47084.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Mstep: Class 55 contains 805 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 460 members 
Mstep: Class 59 contains 304 members 
Mstep: Class 60 contains 165 members 
Mstep: Class 61 contains 67 members 
Entering Unmasked Estep 
Score: -14093216.000000 Penalty: 34299.687500
Splitting cluster 32 changes total score from -14047107.000000 to -14093216.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 33 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -38845.226562 Penalty: 305.217834
	Iteration 0F: 2 clusters Score -38845.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38153.339844 Penalty: 610.435669
	Iteration 0F: 3 clusters Score -38153.34 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -38389.226562 Penalty: 610.435669
	Iteration 1F: 3 clusters Score -38389.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -38440.058594 Penalty: 610.435669
	Iteration 2F: 3 clusters Score -38440.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38464.347656 Penalty: 610.435669
	Iteration 3Q: 3 clusters Score -38464.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -38476.222656 Penalty: 610.435669
	Iteration 4Q: 3 clusters Score -38476.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -38491.726562 Penalty: 610.435669
	Iteration 5Q: 3 clusters Score -38491.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -38513.238281 Penalty: 610.435669
	Iteration 6Q: 3 clusters Score -38513.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -38542.273438 Penalty: 610.435669
	Iteration 7Q: 3 clusters Score -38542.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -38571.765625 Penalty: 610.435669
	Iteration 8Q: 3 clusters Score -38571.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -38605.917969 Penalty: 610.435669
	Iteration 9Q: 3 clusters Score -38605.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -38628.894531 Penalty: 610.435669
	Iteration 10Q: 3 clusters Score -38628.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -38646.406250 Penalty: 610.435669
	Iteration 11Q: 3 clusters Score -38646.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -38665.796875 Penalty: 610.435669
	Iteration 12Q: 3 clusters Score -38665.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38685.277344 Penalty: 610.435669
	Iteration 13Q: 3 clusters Score -38685.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -38705.507812 Penalty: 610.435669
	Iteration 14Q: 3 clusters Score -38705.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -38725.937500 Penalty: 610.435669
	Iteration 15Q: 3 clusters Score -38725.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -38777.617188 Penalty: 610.435669
	Iteration 16Q: 3 clusters Score -38777.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -38846.390625 Penalty: 610.435669
	Iteration 17F: 3 clusters Score -38846.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38889.101562 Penalty: 610.435669
	Iteration 18Q: 3 clusters Score -38889.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38918.847656 Penalty: 610.435669
	Iteration 19Q: 3 clusters Score -38918.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -38946.273438 Penalty: 610.435669
	Iteration 20F: 3 clusters Score -38946.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38953.886719 Penalty: 610.435669
	Iteration 21Q: 3 clusters Score -38953.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38959.019531 Penalty: 610.435669
	Iteration 22Q: 3 clusters Score -38959.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38964.652344 Penalty: 610.435669
	Iteration 23Q: 3 clusters Score -38964.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38965.851562 Penalty: 610.435669
	Iteration 24Q: 3 clusters Score -38965.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38966.621094 Penalty: 610.435669
	Iteration 25Q: 3 clusters Score -38966.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38967.273438 Penalty: 610.435669
	Iteration 26Q: 3 clusters Score -38967.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38967.437500 Penalty: 610.435669
	Iteration 27Q: 3 clusters Score -38967.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38967.437500 Penalty: 610.435669
	Iteration 28F: 3 clusters Score -38967.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 482 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 2283 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2080 members 
Mstep: Class 40 contains 16452 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 728 members 
Mstep: Class 43 contains 985 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 147 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 353 members 
Mstep: Class 49 contains 1225 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 562 members 
Mstep: Class 52 contains 672 members 
Mstep: Class 53 contains 1260 members 
Mstep: Class 54 contains 3002 members 
Mstep: Class 55 contains 805 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 460 members 
Mstep: Class 59 contains 304 members 
Mstep: Class 60 contains 165 members 
Mstep: Class 61 contains 67 members 
Mstep: Class 62 contains 337 members 
Entering Unmasked Estep 
Score: -14093079.000000 Penalty: 34861.976562
Splitting cluster 33 changes total score from -14047107.000000 to -14093079.000000
So it's getting split into cluster 62.
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 508 members 
Mstep: Class 3 contains 225 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 87 members 
Mstep: Class 14 contains 141 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 266 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 54346 members 
Mstep: Class 23 contains 98980 members 
Mstep: Class 24 contains 2991 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 259 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 2430 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14096029.000000 Penalty: 34861.976562
Iteration 79Q: 63 clusters Score -1.409603e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 510 members 
Mstep: Class 3 contains 232 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 3265 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 339 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 1065 members 
Mstep: Class 13 contains 92 members 
Mstep: Class 14 contains 165 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 454 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 19 contains 9582 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 1778 members 
Mstep: Class 22 contains 53987 members 
Mstep: Class 23 contains 98958 members 
Mstep: Class 24 contains 3019 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 2423 members 
Mstep: Class 29 contains 737 members 
Mstep: Class 30 contains 134 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 501 members 
Mstep: Class 34 contains 1862 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 398 members 
Mstep: Class 37 contains 2247 members 
Mstep: Class 38 contains 208 members 
Mstep: Class 39 contains 1982 members 
Mstep: Class 40 contains 16449 members 
Mstep: Class 41 contains 1854 members 
Mstep: Class 42 contains 706 members 
Mstep: Class 43 contains 980 members 
Mstep: Class 44 contains 493 members 
Mstep: Class 45 contains 130 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 456 members 
Mstep: Class 48 contains 368 members 
Mstep: Class 49 contains 1214 members 
Mstep: Class 50 contains 633 members 
Mstep: Class 51 contains 563 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1219 members 
Mstep: Class 54 contains 2993 members 
Mstep: Class 55 contains 712 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 443 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 166 members 
Mstep: Class 61 contains 66 members 
Mstep: Class 62 contains 346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14099466.000000 Penalty: 34861.976562
Iteration 80F: 63 clusters Score -1.409947e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 507 members 
Mstep: Class 3 contains 230 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 137 members 
Mstep: Class 10 contains 340 members 
Mstep: Class 11 contains 920 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 456 members 
Mstep: Class 17 contains 266 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 53501 members 
Mstep: Class 23 contains 98965 members 
Mstep: Class 24 contains 2942 members 
Mstep: Class 25 contains 112 members 
Mstep: Class 26 contains 320 members 
Mstep: Class 27 contains 271 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 738 members 
Mstep: Class 30 contains 133 members 
Mstep: Class 31 contains 262 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 1952 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 2241 members 
Mstep: Class 38 contains 216 members 
Mstep: Class 39 contains 2035 members 
Mstep: Class 40 contains 16460 members 
Mstep: Class 41 contains 1856 members 
Mstep: Class 42 contains 736 members 
Mstep: Class 43 contains 1002 members 
Mstep: Class 44 contains 494 members 
Mstep: Class 45 contains 126 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 527 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 1207 members 
Mstep: Class 50 contains 634 members 
Mstep: Class 51 contains 601 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1207 members 
Mstep: Class 54 contains 3161 members 
Mstep: Class 55 contains 672 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 311 members 
Mstep: Class 58 contains 434 members 
Mstep: Class 59 contains 321 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14101546.000000 Penalty: 34861.976562
Iteration 81Q: 63 clusters Score -1.410155e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 510 members 
Mstep: Class 3 contains 230 members 
Mstep: Class 4 contains 2115 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 7981 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 450 members 
Mstep: Class 9 contains 141 members 
Mstep: Class 10 contains 333 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 1038 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 457 members 
Mstep: Class 17 contains 264 members 
Mstep: Class 18 contains 390 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 1739 members 
Mstep: Class 22 contains 53080 members 
Mstep: Class 23 contains 99056 members 
Mstep: Class 24 contains 2902 members 
Mstep: Class 25 contains 107 members 
Mstep: Class 26 contains 332 members 
Mstep: Class 27 contains 277 members 
Mstep: Class 28 contains 2408 members 
Mstep: Class 29 contains 741 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 262 members 
Mstep: Class 32 contains 688 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 1953 members 
Mstep: Class 35 contains 563 members 
Mstep: Class 36 contains 397 members 
Mstep: Class 37 contains 2219 members 
Mstep: Class 38 contains 216 members 
Mstep: Class 39 contains 2090 members 
Mstep: Class 40 contains 16520 members 
Mstep: Class 41 contains 1861 members 
Mstep: Class 42 contains 751 members 
Mstep: Class 43 contains 1004 members 
Mstep: Class 44 contains 494 members 
Mstep: Class 45 contains 127 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 593 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 1202 members 
Mstep: Class 50 contains 637 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1202 members 
Mstep: Class 54 contains 3265 members 
Mstep: Class 55 contains 660 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 312 members 
Mstep: Class 58 contains 425 members 
Mstep: Class 59 contains 324 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 75 members 
Mstep: Class 62 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14102430.000000 Penalty: 34861.976562
Iteration 82Q: 63 clusters Score -1.410243e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 514 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 144 members 
Mstep: Class 10 contains 330 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 97 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 263 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 9245 members 
Mstep: Class 20 contains 268 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 22 contains 52756 members 
Mstep: Class 23 contains 99102 members 
Mstep: Class 24 contains 2883 members 
Mstep: Class 25 contains 103 members 
Mstep: Class 26 contains 345 members 
Mstep: Class 27 contains 280 members 
Mstep: Class 28 contains 2405 members 
Mstep: Class 29 contains 741 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 675 members 
Mstep: Class 33 contains 490 members 
Mstep: Class 34 contains 1963 members 
Mstep: Class 35 contains 563 members 
Mstep: Class 36 contains 396 members 
Mstep: Class 37 contains 2186 members 
Mstep: Class 38 contains 214 members 
Mstep: Class 39 contains 2131 members 
Mstep: Class 40 contains 16589 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 1005 members 
Mstep: Class 44 contains 496 members 
Mstep: Class 45 contains 125 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 660 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 1198 members 
Mstep: Class 50 contains 639 members 
Mstep: Class 51 contains 636 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1198 members 
Mstep: Class 54 contains 3353 members 
Mstep: Class 55 contains 651 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 311 members 
Mstep: Class 58 contains 421 members 
Mstep: Class 59 contains 326 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 73 members 
Mstep: Class 62 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14103003.000000 Penalty: 34861.976562
Iteration 83Q: 63 clusters Score -1.4103e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 523 members 
Mstep: Class 3 contains 235 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 8149 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 326 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 96 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 406 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1728 members 
Mstep: Class 22 contains 52524 members 
Mstep: Class 23 contains 99116 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 353 members 
Mstep: Class 27 contains 282 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 741 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 664 members 
Mstep: Class 33 contains 485 members 
Mstep: Class 34 contains 1989 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 2141 members 
Mstep: Class 38 contains 207 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 16660 members 
Mstep: Class 41 contains 1863 members 
Mstep: Class 42 contains 766 members 
Mstep: Class 43 contains 1001 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 123 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 710 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 1195 members 
Mstep: Class 50 contains 640 members 
Mstep: Class 51 contains 649 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1191 members 
Mstep: Class 54 contains 3437 members 
Mstep: Class 55 contains 648 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 312 members 
Mstep: Class 58 contains 418 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14103353.000000 Penalty: 34861.976562
Iteration 84Q: 63 clusters Score -1.410335e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 235 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 8205 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 147 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1019 members 
Mstep: Class 13 contains 96 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 9127 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 52323 members 
Mstep: Class 23 contains 99135 members 
Mstep: Class 24 contains 2856 members 
Mstep: Class 25 contains 101 members 
Mstep: Class 26 contains 358 members 
Mstep: Class 27 contains 285 members 
Mstep: Class 28 contains 2402 members 
Mstep: Class 29 contains 740 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 655 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 2032 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 2084 members 
Mstep: Class 38 contains 201 members 
Mstep: Class 39 contains 2218 members 
Mstep: Class 40 contains 16727 members 
Mstep: Class 41 contains 1863 members 
Mstep: Class 42 contains 775 members 
Mstep: Class 43 contains 989 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 122 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 770 members 
Mstep: Class 48 contains 438 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 642 members 
Mstep: Class 51 contains 658 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1188 members 
Mstep: Class 54 contains 3502 members 
Mstep: Class 55 contains 645 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 312 members 
Mstep: Class 58 contains 417 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14103717.000000 Penalty: 34861.976562
Iteration 85Q: 63 clusters Score -1.410372e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 147 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 96 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 255 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 9071 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 22 contains 52157 members 
Mstep: Class 23 contains 99154 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 361 members 
Mstep: Class 27 contains 287 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 738 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 649 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 2081 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 2257 members 
Mstep: Class 40 contains 16776 members 
Mstep: Class 41 contains 1863 members 
Mstep: Class 42 contains 781 members 
Mstep: Class 43 contains 982 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 121 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 809 members 
Mstep: Class 48 contains 438 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 647 members 
Mstep: Class 51 contains 665 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1188 members 
Mstep: Class 54 contains 3555 members 
Mstep: Class 55 contains 645 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 308 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 71 members 
Mstep: Class 62 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14104128.000000 Penalty: 34861.976562
Iteration 86Q: 63 clusters Score -1.410413e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 147 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 96 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 252 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 9032 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1732 members 
Mstep: Class 22 contains 52003 members 
Mstep: Class 23 contains 99144 members 
Mstep: Class 24 contains 2827 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 364 members 
Mstep: Class 27 contains 289 members 
Mstep: Class 28 contains 2404 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 645 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 2133 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 196 members 
Mstep: Class 39 contains 2295 members 
Mstep: Class 40 contains 16816 members 
Mstep: Class 41 contains 1864 members 
Mstep: Class 42 contains 794 members 
Mstep: Class 43 contains 969 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 120 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 841 members 
Mstep: Class 48 contains 438 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 650 members 
Mstep: Class 51 contains 669 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1185 members 
Mstep: Class 54 contains 3618 members 
Mstep: Class 55 contains 644 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 306 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 71 members 
Mstep: Class 62 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14104509.000000 Penalty: 34861.976562
Iteration 87Q: 63 clusters Score -1.410451e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 694 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 147 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 96 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8991 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 51868 members 
Mstep: Class 23 contains 99124 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 2406 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 644 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1928 members 
Mstep: Class 38 contains 195 members 
Mstep: Class 39 contains 2331 members 
Mstep: Class 40 contains 16848 members 
Mstep: Class 41 contains 1865 members 
Mstep: Class 42 contains 807 members 
Mstep: Class 43 contains 937 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 120 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 868 members 
Mstep: Class 48 contains 439 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 652 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1180 members 
Mstep: Class 54 contains 3679 members 
Mstep: Class 55 contains 644 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 305 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14104710.000000 Penalty: 34861.976562
Iteration 88Q: 63 clusters Score -1.410471e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 698 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 447 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8949 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1742 members 
Mstep: Class 22 contains 51748 members 
Mstep: Class 23 contains 99095 members 
Mstep: Class 24 contains 2800 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 367 members 
Mstep: Class 27 contains 293 members 
Mstep: Class 28 contains 2406 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 2176 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1913 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16869 members 
Mstep: Class 41 contains 1867 members 
Mstep: Class 42 contains 818 members 
Mstep: Class 43 contains 891 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 365 members 
Mstep: Class 47 contains 910 members 
Mstep: Class 48 contains 441 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 652 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1176 members 
Mstep: Class 54 contains 3745 members 
Mstep: Class 55 contains 643 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14104912.000000 Penalty: 34861.976562
Iteration 89Q: 63 clusters Score -1.410491e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 233 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 8386 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 504 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 250 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 51626 members 
Mstep: Class 23 contains 99064 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 369 members 
Mstep: Class 27 contains 295 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 483 members 
Mstep: Class 34 contains 2175 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1907 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2398 members 
Mstep: Class 40 contains 16884 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 824 members 
Mstep: Class 43 contains 839 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 366 members 
Mstep: Class 47 contains 963 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 652 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1170 members 
Mstep: Class 54 contains 3813 members 
Mstep: Class 55 contains 644 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 302 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105203.000000 Penalty: 34861.976562
Iteration 90Q: 63 clusters Score -1.41052e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 233 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 8417 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 251 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8859 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 51531 members 
Mstep: Class 23 contains 99003 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 373 members 
Mstep: Class 27 contains 296 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 481 members 
Mstep: Class 34 contains 2170 members 
Mstep: Class 35 contains 561 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1902 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2427 members 
Mstep: Class 40 contains 16898 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 837 members 
Mstep: Class 43 contains 778 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 366 members 
Mstep: Class 47 contains 994 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1164 members 
Mstep: Class 54 contains 3882 members 
Mstep: Class 55 contains 645 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 302 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105434.000000 Penalty: 34861.976562
Iteration 91Q: 63 clusters Score -1.410543e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 1937 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 253 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8836 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 51448 members 
Mstep: Class 23 contains 98934 members 
Mstep: Class 24 contains 2758 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 375 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2404 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 560 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2445 members 
Mstep: Class 40 contains 16914 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 692 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1033 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1160 members 
Mstep: Class 54 contains 3956 members 
Mstep: Class 55 contains 645 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 300 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 164 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105751.000000 Penalty: 34861.976562
Iteration 92Q: 63 clusters Score -1.410575e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 236 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 8453 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 726 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8807 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1747 members 
Mstep: Class 22 contains 51363 members 
Mstep: Class 23 contains 98891 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 377 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2405 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 484 members 
Mstep: Class 34 contains 2164 members 
Mstep: Class 35 contains 560 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2469 members 
Mstep: Class 40 contains 16927 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 655 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1080 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1153 members 
Mstep: Class 54 contains 4022 members 
Mstep: Class 55 contains 646 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 300 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105993.000000 Penalty: 34861.976562
Iteration 93Q: 63 clusters Score -1.410599e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 236 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 8474 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8776 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1749 members 
Mstep: Class 22 contains 51294 members 
Mstep: Class 23 contains 98809 members 
Mstep: Class 24 contains 2738 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 378 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2406 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 482 members 
Mstep: Class 34 contains 2164 members 
Mstep: Class 35 contains 559 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2491 members 
Mstep: Class 40 contains 16939 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 644 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1116 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1143 members 
Mstep: Class 54 contains 4106 members 
Mstep: Class 55 contains 647 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 300 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106116.000000 Penalty: 34861.976562
Iteration 94Q: 63 clusters Score -1.410612e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 236 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 8491 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8746 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1747 members 
Mstep: Class 22 contains 51215 members 
Mstep: Class 23 contains 98740 members 
Mstep: Class 24 contains 2728 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 380 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2408 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 2163 members 
Mstep: Class 35 contains 558 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2522 members 
Mstep: Class 40 contains 16950 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 648 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1167 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1136 members 
Mstep: Class 54 contains 4195 members 
Mstep: Class 55 contains 648 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 300 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106259.000000 Penalty: 34861.976562
Iteration 95Q: 63 clusters Score -1.410626e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 236 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 726 members 
Mstep: Class 6 contains 8506 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8713 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 51141 members 
Mstep: Class 23 contains 98658 members 
Mstep: Class 24 contains 2720 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2409 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 2162 members 
Mstep: Class 35 contains 558 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2545 members 
Mstep: Class 40 contains 16958 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1213 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1130 members 
Mstep: Class 54 contains 4304 members 
Mstep: Class 55 contains 648 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 300 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106312.000000 Penalty: 34861.976562
Iteration 96Q: 63 clusters Score -1.410631e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 235 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 732 members 
Mstep: Class 6 contains 8535 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 51060 members 
Mstep: Class 23 contains 98572 members 
Mstep: Class 24 contains 2711 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 385 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2410 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 2162 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 193 members 
Mstep: Class 39 contains 2562 members 
Mstep: Class 40 contains 16963 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 654 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1252 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 4410 members 
Mstep: Class 55 contains 648 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 300 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106404.000000 Penalty: 34861.976562
Iteration 97Q: 63 clusters Score -1.41064e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 740 members 
Mstep: Class 6 contains 8552 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 727 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8669 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 50986 members 
Mstep: Class 23 contains 98495 members 
Mstep: Class 24 contains 2699 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2410 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 2162 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 192 members 
Mstep: Class 39 contains 2585 members 
Mstep: Class 40 contains 16967 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 862 members 
Mstep: Class 43 contains 656 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1287 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1118 members 
Mstep: Class 54 contains 4512 members 
Mstep: Class 55 contains 647 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 300 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106486.000000 Penalty: 34861.976562
Iteration 98Q: 63 clusters Score -1.410649e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 746 members 
Mstep: Class 6 contains 8565 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 727 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8657 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 50910 members 
Mstep: Class 23 contains 98416 members 
Mstep: Class 24 contains 2688 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2409 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 2163 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 192 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 16971 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 863 members 
Mstep: Class 43 contains 654 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1318 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1112 members 
Mstep: Class 54 contains 4607 members 
Mstep: Class 55 contains 647 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 301 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106545.000000 Penalty: 34861.976562
Iteration 99Q: 63 clusters Score -1.410654e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 234 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 8582 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 727 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 8648 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 1758 members 
Mstep: Class 22 contains 50836 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2409 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2163 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 192 members 
Mstep: Class 39 contains 2630 members 
Mstep: Class 40 contains 16972 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 653 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1329 members 
Mstep: Class 48 contains 443 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 673 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1108 members 
Mstep: Class 54 contains 4704 members 
Mstep: Class 55 contains 648 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 302 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 70 members 
Mstep: Class 62 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106911.000000 Penalty: 34861.976562
Iteration 100F: 63 clusters Score -1.410691e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 235 members 
Mstep: Class 4 contains 1888 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 8602 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 725 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 189 members 
Mstep: Class 15 contains 813 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 50784 members 
Mstep: Class 23 contains 98247 members 
Mstep: Class 24 contains 2688 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 397 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2409 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2126 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 195 members 
Mstep: Class 39 contains 2649 members 
Mstep: Class 40 contains 16972 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 859 members 
Mstep: Class 43 contains 652 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1342 members 
Mstep: Class 48 contains 480 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 672 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1102 members 
Mstep: Class 54 contains 4794 members 
Mstep: Class 55 contains 645 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 302 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107350.000000 Penalty: 34861.976562
Iteration 101Q: 63 clusters Score -1.410735e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 8626 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 190 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1759 members 
Mstep: Class 22 contains 50745 members 
Mstep: Class 23 contains 98140 members 
Mstep: Class 24 contains 2681 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 402 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2410 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2082 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1903 members 
Mstep: Class 38 contains 198 members 
Mstep: Class 39 contains 2666 members 
Mstep: Class 40 contains 16992 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 861 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1358 members 
Mstep: Class 48 contains 509 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1100 members 
Mstep: Class 54 contains 4881 members 
Mstep: Class 55 contains 643 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 302 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107725.000000 Penalty: 34861.976562
Iteration 102Q: 63 clusters Score -1.410772e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1852 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 717 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 192 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1758 members 
Mstep: Class 22 contains 50699 members 
Mstep: Class 23 contains 98035 members 
Mstep: Class 24 contains 2677 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2055 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 202 members 
Mstep: Class 39 contains 2679 members 
Mstep: Class 40 contains 17016 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 861 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1380 members 
Mstep: Class 48 contains 511 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1098 members 
Mstep: Class 54 contains 4981 members 
Mstep: Class 55 contains 642 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 302 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107985.000000 Penalty: 34861.976562
Iteration 103Q: 63 clusters Score -1.410798e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 3657 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 714 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 8598 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 50650 members 
Mstep: Class 23 contains 97965 members 
Mstep: Class 24 contains 2665 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2030 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 1896 members 
Mstep: Class 38 contains 200 members 
Mstep: Class 39 contains 2697 members 
Mstep: Class 40 contains 17030 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 862 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1394 members 
Mstep: Class 48 contains 507 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 5057 members 
Mstep: Class 55 contains 642 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 302 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108159.000000 Penalty: 34861.976562
Iteration 104Q: 63 clusters Score -1.410816e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 712 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 8587 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 50603 members 
Mstep: Class 23 contains 97876 members 
Mstep: Class 24 contains 2656 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 408 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 2002 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 1892 members 
Mstep: Class 38 contains 197 members 
Mstep: Class 39 contains 2728 members 
Mstep: Class 40 contains 17032 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 861 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 118 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1417 members 
Mstep: Class 48 contains 505 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 5144 members 
Mstep: Class 55 contains 642 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 302 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108378.000000 Penalty: 34861.976562
Iteration 105Q: 63 clusters Score -1.410838e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 8690 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 713 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 8578 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 50546 members 
Mstep: Class 23 contains 97772 members 
Mstep: Class 24 contains 2649 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 409 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 1974 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 1889 members 
Mstep: Class 38 contains 195 members 
Mstep: Class 39 contains 2756 members 
Mstep: Class 40 contains 17036 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 862 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1446 members 
Mstep: Class 48 contains 506 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1096 members 
Mstep: Class 54 contains 5241 members 
Mstep: Class 55 contains 647 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108712.000000 Penalty: 34861.976562
Iteration 106Q: 63 clusters Score -1.410871e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1830 members 
Mstep: Class 5 contains 767 members 
Mstep: Class 6 contains 8727 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 712 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 855 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1749 members 
Mstep: Class 22 contains 50442 members 
Mstep: Class 23 contains 97690 members 
Mstep: Class 24 contains 2644 members 
Mstep: Class 25 contains 100 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 1956 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 192 members 
Mstep: Class 39 contains 2781 members 
Mstep: Class 40 contains 17039 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 864 members 
Mstep: Class 43 contains 649 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1463 members 
Mstep: Class 48 contains 514 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1095 members 
Mstep: Class 54 contains 5355 members 
Mstep: Class 55 contains 645 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108945.000000 Penalty: 34861.976562
Iteration 107Q: 63 clusters Score -1.410894e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 771 members 
Mstep: Class 6 contains 8763 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8564 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1750 members 
Mstep: Class 22 contains 50361 members 
Mstep: Class 23 contains 97599 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 101 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 480 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 2803 members 
Mstep: Class 40 contains 17042 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 865 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1480 members 
Mstep: Class 48 contains 518 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1093 members 
Mstep: Class 54 contains 5465 members 
Mstep: Class 55 contains 642 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109047.000000 Penalty: 34861.976562
Iteration 108Q: 63 clusters Score -1.410905e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 860 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8559 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1749 members 
Mstep: Class 22 contains 50303 members 
Mstep: Class 23 contains 97498 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1932 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 188 members 
Mstep: Class 39 contains 2831 members 
Mstep: Class 40 contains 17043 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 867 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1489 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1092 members 
Mstep: Class 54 contains 5573 members 
Mstep: Class 55 contains 642 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109097.000000 Penalty: 34861.976562
Iteration 109Q: 63 clusters Score -1.41091e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1825 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8553 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 50245 members 
Mstep: Class 23 contains 97369 members 
Mstep: Class 24 contains 2633 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 188 members 
Mstep: Class 39 contains 2863 members 
Mstep: Class 40 contains 17045 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 868 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1505 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1087 members 
Mstep: Class 54 contains 5700 members 
Mstep: Class 55 contains 641 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109188.000000 Penalty: 34861.976562
Iteration 110Q: 63 clusters Score -1.410919e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 782 members 
Mstep: Class 6 contains 8811 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8544 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 50191 members 
Mstep: Class 23 contains 97270 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1930 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 188 members 
Mstep: Class 39 contains 2892 members 
Mstep: Class 40 contains 17046 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 868 members 
Mstep: Class 43 contains 650 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1518 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1083 members 
Mstep: Class 54 contains 5811 members 
Mstep: Class 55 contains 641 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109270.000000 Penalty: 34861.976562
Iteration 111Q: 63 clusters Score -1.410927e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8541 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 50172 members 
Mstep: Class 23 contains 97117 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 189 members 
Mstep: Class 39 contains 2912 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 867 members 
Mstep: Class 43 contains 651 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1532 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1080 members 
Mstep: Class 54 contains 5938 members 
Mstep: Class 55 contains 640 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109328.000000 Penalty: 34861.976562
Iteration 112Q: 63 clusters Score -1.410933e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8541 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 50174 members 
Mstep: Class 23 contains 96955 members 
Mstep: Class 24 contains 2613 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 866 members 
Mstep: Class 43 contains 652 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1544 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1076 members 
Mstep: Class 54 contains 6061 members 
Mstep: Class 55 contains 640 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109442.000000 Penalty: 34861.976562
Iteration 113Q: 63 clusters Score -1.410944e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8540 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 50148 members 
Mstep: Class 23 contains 96795 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 191 members 
Mstep: Class 39 contains 2946 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 863 members 
Mstep: Class 43 contains 654 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1553 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1073 members 
Mstep: Class 54 contains 6200 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109480.000000 Penalty: 34861.976562
Iteration 114Q: 63 clusters Score -1.410948e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 790 members 
Mstep: Class 6 contains 8912 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 703 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 94 members 
Mstep: Class 14 contains 194 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8540 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 50124 members 
Mstep: Class 23 contains 96629 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 411 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 191 members 
Mstep: Class 39 contains 2960 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 861 members 
Mstep: Class 43 contains 656 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1558 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1071 members 
Mstep: Class 54 contains 6335 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109603.000000 Penalty: 34861.976562
Iteration 115Q: 63 clusters Score -1.41096e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 792 members 
Mstep: Class 6 contains 8958 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 700 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8536 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50101 members 
Mstep: Class 23 contains 96451 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 413 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 191 members 
Mstep: Class 39 contains 2972 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 656 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1558 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1072 members 
Mstep: Class 54 contains 6476 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109715.000000 Penalty: 34861.976562
Iteration 116Q: 63 clusters Score -1.410972e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 694 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8533 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 50099 members 
Mstep: Class 23 contains 96273 members 
Mstep: Class 24 contains 2605 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 415 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 2984 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 859 members 
Mstep: Class 43 contains 658 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 1562 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6609 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109818.000000 Penalty: 34861.976562
Iteration 117Q: 63 clusters Score -1.410982e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9027 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 686 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8527 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 50107 members 
Mstep: Class 23 contains 96061 members 
Mstep: Class 24 contains 2603 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 417 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3009 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 660 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1570 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6755 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 303 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109912.000000 Penalty: 34861.976562
Iteration 118Q: 63 clusters Score -1.410991e+07 nChanged 506
Entering ConstructFrom: 
Score: -14109912.000000 Penalty: 34861.976562
Entering ConstructFrom: 
Trying to split cluster 1 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -63726.718750 Penalty: 316.911163
	Iteration 0F: 2 clusters Score -63726.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -62928.519531 Penalty: 633.822327
	Iteration 0F: 3 clusters Score -62928.52 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63786.101562 Penalty: 633.822327
	Iteration 1F: 3 clusters Score -63786.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64290.941406 Penalty: 633.822327
	Iteration 2F: 3 clusters Score -64290.94 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64625.269531 Penalty: 633.822327
	Iteration 3F: 3 clusters Score -64625.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64730.890625 Penalty: 633.822327
	Iteration 4Q: 3 clusters Score -64730.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64753.042969 Penalty: 633.822327
	Iteration 5Q: 3 clusters Score -64753.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64773.773438 Penalty: 633.822327
	Iteration 6Q: 3 clusters Score -64773.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64800.765625 Penalty: 633.822327
	Iteration 7Q: 3 clusters Score -64800.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64839.808594 Penalty: 633.822327
	Iteration 8Q: 3 clusters Score -64839.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64890.117188 Penalty: 633.822327
	Iteration 9Q: 3 clusters Score -64890.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64964.738281 Penalty: 633.822327
	Iteration 10Q: 3 clusters Score -64964.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65067.261719 Penalty: 633.822327
	Iteration 11Q: 3 clusters Score -65067.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65217.957031 Penalty: 633.822327
	Iteration 12Q: 3 clusters Score -65217.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65535.292969 Penalty: 633.822327
	Iteration 13F: 3 clusters Score -65535.29 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -66076.460938 Penalty: 633.822327
	Iteration 14F: 3 clusters Score -66076.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -66873.054688 Penalty: 633.822327
	Iteration 15F: 3 clusters Score -66873.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -67784.453125 Penalty: 633.822327
	Iteration 16Q: 3 clusters Score -67784.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67985.945312 Penalty: 633.822327
	Iteration 17Q: 3 clusters Score -67985.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -68027.335938 Penalty: 633.822327
	Iteration 18Q: 3 clusters Score -68027.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -68027.335938 Penalty: 633.822327
	Iteration 19F: 3 clusters Score -68027.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Entering Unmasked Estep 
Score: -14114096.000000 Penalty: 35424.265625
Splitting cluster 1 changes total score from -14109912.000000 to -14114096.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -25701.494141 Penalty: 286.434601
	Iteration 0F: 2 clusters Score -25701.49 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: -25225.208984 Penalty: 572.869202
	Iteration 0F: 3 clusters Score -25225.21 nChanged 204
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: -25597.693359 Penalty: 572.869202
	Iteration 1F: 3 clusters Score -25597.69 nChanged 75
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: -25757.937500 Penalty: 572.869202
	Iteration 2F: 3 clusters Score -25757.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25825.515625 Penalty: 572.869202
	Iteration 3F: 3 clusters Score -25825.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25926.751953 Penalty: 572.869202
	Iteration 4F: 3 clusters Score -25926.75 nChanged 24
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: -26033.582031 Penalty: 572.869202
	Iteration 5Q: 3 clusters Score -26033.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26141.144531 Penalty: 572.869202
	Iteration 6Q: 3 clusters Score -26141.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26242.914062 Penalty: 572.869202
	Iteration 7Q: 3 clusters Score -26242.91 nChanged 21
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: -26365.890625 Penalty: 572.869202
	Iteration 8Q: 3 clusters Score -26365.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26428.785156 Penalty: 572.869202
	Iteration 9Q: 3 clusters Score -26428.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26470.865234 Penalty: 572.869202
	Iteration 10Q: 3 clusters Score -26470.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26483.753906 Penalty: 572.869202
	Iteration 11Q: 3 clusters Score -26483.75 nChanged 3
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: -26500.259766 Penalty: 572.869202
	Iteration 12Q: 3 clusters Score -26500.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26514.173828 Penalty: 572.869202
	Iteration 13Q: 3 clusters Score -26514.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26532.892578 Penalty: 572.869202
	Iteration 14Q: 3 clusters Score -26532.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26592.171875 Penalty: 572.869202
	Iteration 15Q: 3 clusters Score -26592.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26754.376953 Penalty: 572.869202
	Iteration 16Q: 3 clusters Score -26754.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26816.853516 Penalty: 572.869202
	Iteration 17Q: 3 clusters Score -26816.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26817.402344 Penalty: 572.869202
	Iteration 18Q: 3 clusters Score -26817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26817.402344 Penalty: 572.869202
	Iteration 19F: 3 clusters Score -26817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 237 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Entering Unmasked Estep 
Score: -14114951.000000 Penalty: 35986.554688
Splitting cluster 2 changes total score from -14109912.000000 to -14114951.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 3 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -5565.782227 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -5565.782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5314.914551 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -5314.915 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5632.019531 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -5632.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5824.940430 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -5824.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5886.643555 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -5886.644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5941.041016 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -5941.041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5954.906738 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -5954.907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5963.262695 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -5963.263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5968.346680 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -5968.347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5973.564941 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -5973.565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5976.639648 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -5976.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5979.823730 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -5979.824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5985.045410 Penalty: 497.593475
	Iteration 11Q: 3 clusters Score -5985.045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6004.337402 Penalty: 497.593475
	Iteration 12Q: 3 clusters Score -6004.337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6052.602051 Penalty: 497.593475
	Iteration 13Q: 3 clusters Score -6052.602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6072.870605 Penalty: 497.593475
	Iteration 14Q: 3 clusters Score -6072.871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6079.913086 Penalty: 497.593475
	Iteration 15Q: 3 clusters Score -6079.913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6083.590332 Penalty: 497.593475
	Iteration 16Q: 3 clusters Score -6083.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6088.808105 Penalty: 497.593475
	Iteration 17Q: 3 clusters Score -6088.808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6088.808105 Penalty: 497.593475
	Iteration 18F: 3 clusters Score -6088.808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Entering Unmasked Estep 
Score: -14115157.000000 Penalty: 36548.847656
Splitting cluster 3 changes total score from -14109912.000000 to -14115157.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 4 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -131272.453125 Penalty: 341.649811
	Iteration 0F: 2 clusters Score -131272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -130059.195312 Penalty: 683.299622
	Iteration 0F: 3 clusters Score -130059.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -131265.218750 Penalty: 683.299622
	Iteration 1F: 3 clusters Score -131265.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -131926.234375 Penalty: 683.299622
	Iteration 2F: 3 clusters Score -131926.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -132226.562500 Penalty: 683.299622
	Iteration 3F: 3 clusters Score -132226.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -132413.984375 Penalty: 683.299622
	Iteration 4F: 3 clusters Score -132414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -132558.609375 Penalty: 683.299622
	Iteration 5Q: 3 clusters Score -132558.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -132731.765625 Penalty: 683.299622
	Iteration 6Q: 3 clusters Score -132731.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -132920.765625 Penalty: 683.299622
	Iteration 7Q: 3 clusters Score -132920.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -133080.625000 Penalty: 683.299622
	Iteration 8Q: 3 clusters Score -133080.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -133181.156250 Penalty: 683.299622
	Iteration 9Q: 3 clusters Score -133181.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -133225.468750 Penalty: 683.299622
	Iteration 10Q: 3 clusters Score -133225.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -133252.250000 Penalty: 683.299622
	Iteration 11Q: 3 clusters Score -133252.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -133307.796875 Penalty: 683.299622
	Iteration 12Q: 3 clusters Score -133307.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -133376.671875 Penalty: 683.299622
	Iteration 13Q: 3 clusters Score -133376.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -133412.750000 Penalty: 683.299622
	Iteration 14Q: 3 clusters Score -133412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -133416.046875 Penalty: 683.299622
	Iteration 15Q: 3 clusters Score -133416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -133416.968750 Penalty: 683.299622
	Iteration 16F: 3 clusters Score -133417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -133417.640625 Penalty: 683.299622
	Iteration 17Q: 3 clusters Score -133417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -133418.078125 Penalty: 683.299622
	Iteration 18Q: 3 clusters Score -133418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -133419.093750 Penalty: 683.299622
	Iteration 19Q: 3 clusters Score -133419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -133419.203125 Penalty: 683.299622
	Iteration 20F: 3 clusters Score -133419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Entering Unmasked Estep 
Score: -14117115.000000 Penalty: 37111.136719
Splitting cluster 4 changes total score from -14109912.000000 to -14117115.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 5 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -43633.996094 Penalty: 303.921753
	Iteration 0F: 2 clusters Score -43634 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 401 members 
Entering Unmasked Estep 
Score: -42968.238281 Penalty: 607.843506
	Iteration 0F: 3 clusters Score -42968.24 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43184.019531 Penalty: 607.843506
	Iteration 1F: 3 clusters Score -43184.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43252.320312 Penalty: 607.843506
	Iteration 2F: 3 clusters Score -43252.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43306.640625 Penalty: 607.843506
	Iteration 3F: 3 clusters Score -43306.64 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -43371.664062 Penalty: 607.843506
	Iteration 4F: 3 clusters Score -43371.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -43411.503906 Penalty: 607.843506
	Iteration 5F: 3 clusters Score -43411.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -43424.109375 Penalty: 607.843506
	Iteration 6Q: 3 clusters Score -43424.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -43436.988281 Penalty: 607.843506
	Iteration 7Q: 3 clusters Score -43436.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -43443.128906 Penalty: 607.843506
	Iteration 8Q: 3 clusters Score -43443.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -43446.808594 Penalty: 607.843506
	Iteration 9Q: 3 clusters Score -43446.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -43451.933594 Penalty: 607.843506
	Iteration 10Q: 3 clusters Score -43451.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -43456.285156 Penalty: 607.843506
	Iteration 11Q: 3 clusters Score -43456.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -43457.562500 Penalty: 607.843506
	Iteration 12Q: 3 clusters Score -43457.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -43457.863281 Penalty: 607.843506
	Iteration 13Q: 3 clusters Score -43457.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -43457.863281 Penalty: 607.843506
	Iteration 14F: 3 clusters Score -43457.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -546110.125000 Penalty: 414.669220
	Iteration 0F: 2 clusters Score -546110.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -540109.750000 Penalty: 829.338440
	Iteration 0F: 3 clusters Score -540109.8 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -542438.875000 Penalty: 829.338440
	Iteration 1F: 3 clusters Score -542438.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -542570.937500 Penalty: 829.338440
	Iteration 2Q: 3 clusters Score -542570.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -542746.312500 Penalty: 829.338440
	Iteration 3Q: 3 clusters Score -542746.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -543009.375000 Penalty: 829.338440
	Iteration 4F: 3 clusters Score -543009.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -543335.750000 Penalty: 829.338440
	Iteration 5F: 3 clusters Score -543335.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -543723.187500 Penalty: 829.338440
	Iteration 6F: 3 clusters Score -543723.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -544138.437500 Penalty: 829.338440
	Iteration 7F: 3 clusters Score -544138.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -544500.625000 Penalty: 829.338440
	Iteration 8Q: 3 clusters Score -544500.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -544772.062500 Penalty: 829.338440
	Iteration 9Q: 3 clusters Score -544772.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -544958.187500 Penalty: 829.338440
	Iteration 10Q: 3 clusters Score -544958.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -545109.375000 Penalty: 829.338440
	Iteration 11Q: 3 clusters Score -545109.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -545211.312500 Penalty: 829.338440
	Iteration 12Q: 3 clusters Score -545211.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -545274.937500 Penalty: 829.338440
	Iteration 13Q: 3 clusters Score -545274.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -545326.562500 Penalty: 829.338440
	Iteration 14Q: 3 clusters Score -545326.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -545366.812500 Penalty: 829.338440
	Iteration 15Q: 3 clusters Score -545366.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -545402.562500 Penalty: 829.338440
	Iteration 16Q: 3 clusters Score -545402.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -545439.750000 Penalty: 829.338440
	Iteration 17Q: 3 clusters Score -545439.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -545473.375000 Penalty: 829.338440
	Iteration 18Q: 3 clusters Score -545473.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -545496.875000 Penalty: 829.338440
	Iteration 19Q: 3 clusters Score -545496.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -545524.000000 Penalty: 829.338440
	Iteration 20F: 3 clusters Score -545524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -545550.750000 Penalty: 829.338440
	Iteration 21Q: 3 clusters Score -545550.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -545574.125000 Penalty: 829.338440
	Iteration 22Q: 3 clusters Score -545574.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -545595.562500 Penalty: 829.338440
	Iteration 23Q: 3 clusters Score -545595.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -545614.000000 Penalty: 829.338440
	Iteration 24Q: 3 clusters Score -545614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -545631.562500 Penalty: 829.338440
	Iteration 25Q: 3 clusters Score -545631.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -545647.062500 Penalty: 829.338440
	Iteration 26Q: 3 clusters Score -545647.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -545661.937500 Penalty: 829.338440
	Iteration 27Q: 3 clusters Score -545661.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -545673.937500 Penalty: 829.338440
	Iteration 28Q: 3 clusters Score -545673.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -545687.750000 Penalty: 829.338440
	Iteration 29Q: 3 clusters Score -545687.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -545701.687500 Penalty: 829.338440
	Iteration 30Q: 3 clusters Score -545701.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -545713.312500 Penalty: 829.338440
	Iteration 31Q: 3 clusters Score -545713.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -545718.937500 Penalty: 829.338440
	Iteration 32Q: 3 clusters Score -545718.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -545722.937500 Penalty: 829.338440
	Iteration 33Q: 3 clusters Score -545722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -545725.875000 Penalty: 829.338440
	Iteration 34Q: 3 clusters Score -545725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -545729.687500 Penalty: 829.338440
	Iteration 35Q: 3 clusters Score -545729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -545731.812500 Penalty: 829.338440
	Iteration 36Q: 3 clusters Score -545731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -545733.375000 Penalty: 829.338440
	Iteration 37Q: 3 clusters Score -545733.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -545733.875000 Penalty: 829.338440
	Iteration 38Q: 3 clusters Score -545733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -545737.437500 Penalty: 829.338440
	Iteration 39Q: 3 clusters Score -545737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -545741.937500 Penalty: 829.338440
	Iteration 40F: 3 clusters Score -545741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -545744.500000 Penalty: 829.338440
	Iteration 41Q: 3 clusters Score -545744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -545745.250000 Penalty: 829.338440
	Iteration 42Q: 3 clusters Score -545745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -545746.125000 Penalty: 829.338440
	Iteration 43Q: 3 clusters Score -545746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -545748.062500 Penalty: 829.338440
	Iteration 44Q: 3 clusters Score -545748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -545749.625000 Penalty: 829.338440
	Iteration 45Q: 3 clusters Score -545749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -545749.625000 Penalty: 829.338440
	Iteration 46F: 3 clusters Score -545749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -291693.437500 Penalty: 373.449158
	Iteration 0F: 2 clusters Score -291693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -289226.000000 Penalty: 746.898315
	Iteration 0F: 3 clusters Score -289226 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -290134.906250 Penalty: 746.898315
	Iteration 1F: 3 clusters Score -290134.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -290395.562500 Penalty: 746.898315
	Iteration 2F: 3 clusters Score -290395.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -290764.093750 Penalty: 746.898315
	Iteration 3F: 3 clusters Score -290764.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -291135.781250 Penalty: 746.898315
	Iteration 4F: 3 clusters Score -291135.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -291349.718750 Penalty: 746.898315
	Iteration 5F: 3 clusters Score -291349.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -291446.750000 Penalty: 746.898315
	Iteration 6F: 3 clusters Score -291446.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -291489.781250 Penalty: 746.898315
	Iteration 7Q: 3 clusters Score -291489.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -291518.000000 Penalty: 746.898315
	Iteration 8Q: 3 clusters Score -291518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -291532.031250 Penalty: 746.898315
	Iteration 9Q: 3 clusters Score -291532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -291541.062500 Penalty: 746.898315
	Iteration 10Q: 3 clusters Score -291541.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -291548.562500 Penalty: 746.898315
	Iteration 11Q: 3 clusters Score -291548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -291555.937500 Penalty: 746.898315
	Iteration 12Q: 3 clusters Score -291555.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -291560.625000 Penalty: 746.898315
	Iteration 13Q: 3 clusters Score -291560.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -291571.375000 Penalty: 746.898315
	Iteration 14Q: 3 clusters Score -291571.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -291587.531250 Penalty: 746.898315
	Iteration 15Q: 3 clusters Score -291587.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -291603.625000 Penalty: 746.898315
	Iteration 16Q: 3 clusters Score -291603.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -291616.906250 Penalty: 746.898315
	Iteration 17Q: 3 clusters Score -291616.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -291639.562500 Penalty: 746.898315
	Iteration 18Q: 3 clusters Score -291639.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -291664.812500 Penalty: 746.898315
	Iteration 19Q: 3 clusters Score -291664.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -291690.875000 Penalty: 746.898315
	Iteration 20F: 3 clusters Score -291690.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -291709.468750 Penalty: 746.898315
	Iteration 21Q: 3 clusters Score -291709.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -291721.000000 Penalty: 746.898315
	Iteration 22Q: 3 clusters Score -291721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -291730.437500 Penalty: 746.898315
	Iteration 23Q: 3 clusters Score -291730.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -291736.437500 Penalty: 746.898315
	Iteration 24Q: 3 clusters Score -291736.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -291742.468750 Penalty: 746.898315
	Iteration 25Q: 3 clusters Score -291742.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -291752.093750 Penalty: 746.898315
	Iteration 26Q: 3 clusters Score -291752.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -291759.062500 Penalty: 746.898315
	Iteration 27Q: 3 clusters Score -291759.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -291764.843750 Penalty: 746.898315
	Iteration 28Q: 3 clusters Score -291764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -291772.093750 Penalty: 746.898315
	Iteration 29Q: 3 clusters Score -291772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -291779.468750 Penalty: 746.898315
	Iteration 30Q: 3 clusters Score -291779.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -291784.062500 Penalty: 746.898315
	Iteration 31Q: 3 clusters Score -291784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -291785.593750 Penalty: 746.898315
	Iteration 32Q: 3 clusters Score -291785.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -291788.750000 Penalty: 746.898315
	Iteration 33Q: 3 clusters Score -291788.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -291792.593750 Penalty: 746.898315
	Iteration 34Q: 3 clusters Score -291792.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -291795.687500 Penalty: 746.898315
	Iteration 35Q: 3 clusters Score -291795.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -291798.031250 Penalty: 746.898315
	Iteration 36Q: 3 clusters Score -291798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -291800.593750 Penalty: 746.898315
	Iteration 37Q: 3 clusters Score -291800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -291801.875000 Penalty: 746.898315
	Iteration 38Q: 3 clusters Score -291801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -291803.281250 Penalty: 746.898315
	Iteration 39Q: 3 clusters Score -291803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -291806.843750 Penalty: 746.898315
	Iteration 40F: 3 clusters Score -291806.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -291809.437500 Penalty: 746.898315
	Iteration 41Q: 3 clusters Score -291809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -291811.281250 Penalty: 746.898315
	Iteration 42Q: 3 clusters Score -291811.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -291812.968750 Penalty: 746.898315
	Iteration 43Q: 3 clusters Score -291813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -291814.281250 Penalty: 746.898315
	Iteration 44Q: 3 clusters Score -291814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -291815.406250 Penalty: 746.898315
	Iteration 45Q: 3 clusters Score -291815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -291815.718750 Penalty: 746.898315
	Iteration 46Q: 3 clusters Score -291815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -291816.593750 Penalty: 746.898315
	Iteration 47Q: 3 clusters Score -291816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -291816.906250 Penalty: 746.898315
	Iteration 48Q: 3 clusters Score -291816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -291818.062500 Penalty: 746.898315
	Iteration 49Q: 3 clusters Score -291818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -291819.812500 Penalty: 746.898315
	Iteration 50Q: 3 clusters Score -291819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -291820.968750 Penalty: 746.898315
	Iteration 51Q: 3 clusters Score -291821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -291823.125000 Penalty: 746.898315
	Iteration 52Q: 3 clusters Score -291823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -291826.343750 Penalty: 746.898315
	Iteration 53Q: 3 clusters Score -291826.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -291828.750000 Penalty: 746.898315
	Iteration 54Q: 3 clusters Score -291828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -291830.656250 Penalty: 746.898315
	Iteration 55Q: 3 clusters Score -291830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -291831.875000 Penalty: 746.898315
	Iteration 56Q: 3 clusters Score -291831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -291833.062500 Penalty: 746.898315
	Iteration 57Q: 3 clusters Score -291833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -291834.750000 Penalty: 746.898315
	Iteration 58Q: 3 clusters Score -291834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -291836.562500 Penalty: 746.898315
	Iteration 59Q: 3 clusters Score -291836.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -291838.937500 Penalty: 746.898315
	Iteration 60F: 3 clusters Score -291838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291841.843750 Penalty: 746.898315
	Iteration 61Q: 3 clusters Score -291841.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -291847.406250 Penalty: 746.898315
	Iteration 62Q: 3 clusters Score -291847.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291856.312500 Penalty: 746.898315
	Iteration 63Q: 3 clusters Score -291856.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -291863.406250 Penalty: 746.898315
	Iteration 64Q: 3 clusters Score -291863.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -291869.500000 Penalty: 746.898315
	Iteration 65Q: 3 clusters Score -291869.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291874.531250 Penalty: 746.898315
	Iteration 66Q: 3 clusters Score -291874.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291880.031250 Penalty: 746.898315
	Iteration 67Q: 3 clusters Score -291880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291885.375000 Penalty: 746.898315
	Iteration 68Q: 3 clusters Score -291885.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -291890.250000 Penalty: 746.898315
	Iteration 69Q: 3 clusters Score -291890.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -291895.031250 Penalty: 746.898315
	Iteration 70Q: 3 clusters Score -291895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -291903.281250 Penalty: 746.898315
	Iteration 71Q: 3 clusters Score -291903.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -291910.875000 Penalty: 746.898315
	Iteration 72Q: 3 clusters Score -291910.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -291918.875000 Penalty: 746.898315
	Iteration 73Q: 3 clusters Score -291918.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -291928.218750 Penalty: 746.898315
	Iteration 74Q: 3 clusters Score -291928.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -291939.406250 Penalty: 746.898315
	Iteration 75Q: 3 clusters Score -291939.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -291954.343750 Penalty: 746.898315
	Iteration 76Q: 3 clusters Score -291954.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -291979.312500 Penalty: 746.898315
	Iteration 77Q: 3 clusters Score -291979.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -292010.187500 Penalty: 746.898315
	Iteration 78Q: 3 clusters Score -292010.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -292046.156250 Penalty: 746.898315
	Iteration 79Q: 3 clusters Score -292046.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -292079.937500 Penalty: 746.898315
	Iteration 80F: 3 clusters Score -292079.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -292104.281250 Penalty: 746.898315
	Iteration 81Q: 3 clusters Score -292104.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -292127.312500 Penalty: 746.898315
	Iteration 82Q: 3 clusters Score -292127.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -292142.656250 Penalty: 746.898315
	Iteration 83Q: 3 clusters Score -292142.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -292158.187500 Penalty: 746.898315
	Iteration 84Q: 3 clusters Score -292158.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -292169.281250 Penalty: 746.898315
	Iteration 85Q: 3 clusters Score -292169.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -292176.062500 Penalty: 746.898315
	Iteration 86Q: 3 clusters Score -292176.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -292180.312500 Penalty: 746.898315
	Iteration 87Q: 3 clusters Score -292180.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -292183.312500 Penalty: 746.898315
	Iteration 88Q: 3 clusters Score -292183.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -292187.156250 Penalty: 746.898315
	Iteration 89Q: 3 clusters Score -292187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -292187.062500 Penalty: 746.898315
	Iteration 90Q: 3 clusters Score -292187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -292187.843750 Penalty: 746.898315
	Iteration 91Q: 3 clusters Score -292187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -292188.875000 Penalty: 746.898315
	Iteration 92Q: 3 clusters Score -292188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -292189.656250 Penalty: 746.898315
	Iteration 93Q: 3 clusters Score -292189.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -292190.687500 Penalty: 746.898315
	Iteration 94Q: 3 clusters Score -292190.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -292191.312500 Penalty: 746.898315
	Iteration 95Q: 3 clusters Score -292191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -292191.906250 Penalty: 746.898315
	Iteration 96Q: 3 clusters Score -292191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -292191.875000 Penalty: 746.898315
	Iteration 97Q: 3 clusters Score -292191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -292191.875000 Penalty: 746.898315
	Iteration 98F: 3 clusters Score -292191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Entering Unmasked Estep 
Score: -14117420.000000 Penalty: 37673.425781
Splitting cluster 7 changes total score from -14109912.000000 to -14117420.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28367.146484 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28367.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27888.324219 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27888.32 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27994.041016 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -27994.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28025.326172 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -28025.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28045.576172 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -28045.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28055.687500 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -28055.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28061.158203 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28061.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28064.919922 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -28064.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28066.199219 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -28066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28066.972656 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -28066.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28067.910156 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -28067.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28071.601562 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -28071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28073.582031 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -28073.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28077.283203 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -28077.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28079.771484 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -28079.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28080.671875 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -28080.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28082.542969 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -28082.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28086.119141 Penalty: 558.729492
	Iteration 16Q: 3 clusters Score -28086.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28087.951172 Penalty: 558.729492
	Iteration 17Q: 3 clusters Score -28087.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28089.035156 Penalty: 558.729492
	Iteration 18Q: 3 clusters Score -28089.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28091.384766 Penalty: 558.729492
	Iteration 19Q: 3 clusters Score -28091.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28094.025391 Penalty: 558.729492
	Iteration 20F: 3 clusters Score -28094.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28096.707031 Penalty: 558.729492
	Iteration 21Q: 3 clusters Score -28096.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28096.953125 Penalty: 558.729492
	Iteration 22Q: 3 clusters Score -28096.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28096.953125 Penalty: 558.729492
	Iteration 23F: 3 clusters Score -28096.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -7224.319336 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -7224.319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6961.117676 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -6961.118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7006.160156 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -7006.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7013.664062 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -7013.664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7016.585449 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -7016.585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7023.761719 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -7023.762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7024.481934 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -7024.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7024.481934 Penalty: 453.508209
	Iteration 6F: 3 clusters Score -7024.482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -39758.906250 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -39758.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39206.390625 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -39206.39 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39488.714844 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -39488.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39541.867188 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -39541.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39576.523438 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -39576.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39597.074219 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -39597.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -39621.507812 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -39621.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -39643.203125 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -39643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -39663.976562 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -39663.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -39682.132812 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -39682.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -39691.843750 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -39691.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -39696.652344 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -39696.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -39699.625000 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -39699.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -39701.187500 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -39701.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -39704.402344 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -39704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -39707.125000 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -39707.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -39709.359375 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -39709.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -39711.351562 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -39711.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -39712.996094 Penalty: 593.376526
	Iteration 17Q: 3 clusters Score -39713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -39714.500000 Penalty: 593.376526
	Iteration 18Q: 3 clusters Score -39714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -39716.523438 Penalty: 593.376526
	Iteration 19Q: 3 clusters Score -39716.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -39718.972656 Penalty: 593.376526
	Iteration 20F: 3 clusters Score -39718.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -39722.003906 Penalty: 593.376526
	Iteration 21Q: 3 clusters Score -39722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -39724.183594 Penalty: 593.376526
	Iteration 22Q: 3 clusters Score -39724.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -39726.546875 Penalty: 593.376526
	Iteration 23Q: 3 clusters Score -39726.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -39730.613281 Penalty: 593.376526
	Iteration 24Q: 3 clusters Score -39730.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -39733.117188 Penalty: 593.376526
	Iteration 25Q: 3 clusters Score -39733.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -39733.117188 Penalty: 593.376526
	Iteration 26F: 3 clusters Score -39733.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -41809.691406 Penalty: 310.011719
	Iteration 0F: 2 clusters Score -41809.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -41098.531250 Penalty: 620.023438
	Iteration 0F: 3 clusters Score -41098.53 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -41516.093750 Penalty: 620.023438
	Iteration 1F: 3 clusters Score -41516.09 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41777.359375 Penalty: 620.023438
	Iteration 2F: 3 clusters Score -41777.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41976.777344 Penalty: 620.023438
	Iteration 3F: 3 clusters Score -41976.78 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42138.234375 Penalty: 620.023438
	Iteration 4F: 3 clusters Score -42138.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -42257.132812 Penalty: 620.023438
	Iteration 5F: 3 clusters Score -42257.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42340.511719 Penalty: 620.023438
	Iteration 6Q: 3 clusters Score -42340.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -42428.902344 Penalty: 620.023438
	Iteration 7Q: 3 clusters Score -42428.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -42512.179688 Penalty: 620.023438
	Iteration 8Q: 3 clusters Score -42512.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -42625.167969 Penalty: 620.023438
	Iteration 9Q: 3 clusters Score -42625.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42746.847656 Penalty: 620.023438
	Iteration 10Q: 3 clusters Score -42746.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42860.421875 Penalty: 620.023438
	Iteration 11Q: 3 clusters Score -42860.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -42974.046875 Penalty: 620.023438
	Iteration 12Q: 3 clusters Score -42974.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -43059.582031 Penalty: 620.023438
	Iteration 13Q: 3 clusters Score -43059.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -43129.792969 Penalty: 620.023438
	Iteration 14Q: 3 clusters Score -43129.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -43264.140625 Penalty: 620.023438
	Iteration 15Q: 3 clusters Score -43264.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -43583.332031 Penalty: 620.023438
	Iteration 16Q: 3 clusters Score -43583.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -43586.875000 Penalty: 620.023438
	Iteration 17Q: 3 clusters Score -43586.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -43587.031250 Penalty: 620.023438
	Iteration 18Q: 3 clusters Score -43587.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -43587.031250 Penalty: 620.023438
	Iteration 19F: 3 clusters Score -43587.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Entering Unmasked Estep 
Score: -14118956.000000 Penalty: 38235.714844
Splitting cluster 11 changes total score from -14109912.000000 to -14118956.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 12 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -55852.031250 Penalty: 314.980286
	Iteration 0F: 2 clusters Score -55852.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -55024.675781 Penalty: 629.960571
	Iteration 0F: 3 clusters Score -55024.68 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -55364.503906 Penalty: 629.960571
	Iteration 1F: 3 clusters Score -55364.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -55514.121094 Penalty: 629.960571
	Iteration 2F: 3 clusters Score -55514.12 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -55647.316406 Penalty: 629.960571
	Iteration 3F: 3 clusters Score -55647.32 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -55769.304688 Penalty: 629.960571
	Iteration 4F: 3 clusters Score -55769.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -55861.402344 Penalty: 629.960571
	Iteration 5F: 3 clusters Score -55861.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -55933.101562 Penalty: 629.960571
	Iteration 6Q: 3 clusters Score -55933.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -56027.609375 Penalty: 629.960571
	Iteration 7Q: 3 clusters Score -56027.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -56073.382812 Penalty: 629.960571
	Iteration 8Q: 3 clusters Score -56073.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -56081.843750 Penalty: 629.960571
	Iteration 9Q: 3 clusters Score -56081.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -56085.804688 Penalty: 629.960571
	Iteration 10Q: 3 clusters Score -56085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -56088.082031 Penalty: 629.960571
	Iteration 11Q: 3 clusters Score -56088.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -56089.531250 Penalty: 629.960571
	Iteration 12Q: 3 clusters Score -56089.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -56090.367188 Penalty: 629.960571
	Iteration 13Q: 3 clusters Score -56090.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -56090.367188 Penalty: 629.960571
	Iteration 14F: 3 clusters Score -56090.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Entering Unmasked Estep 
Score: -14118957.000000 Penalty: 38798.007812
Splitting cluster 12 changes total score from -14109912.000000 to -14118957.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 13 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -4938.796875 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -4938.797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4767.616211 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -4767.616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4832.046387 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -4832.046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4848.732422 Penalty: 414.402802
	Iteration 2Q: 3 clusters Score -4848.732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4865.797852 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -4865.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4872.529297 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -4872.529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4890.001465 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -4890.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4891.406250 Penalty: 414.402802
	Iteration 6Q: 3 clusters Score -4891.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4891.406250 Penalty: 414.402802
	Iteration 7F: 3 clusters Score -4891.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -10003.549805 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -10003.55 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 92 members 
Entering Unmasked Estep 
Score: -9729.644531 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9729.645 nChanged 53
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: -9816.500000 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9816.5 nChanged 13
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: -9840.007812 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9840.008 nChanged 2
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: -9842.812500 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9842.812 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: -9844.333008 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9844.333 nChanged 3
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: -9857.797852 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9857.798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9875.873047 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9875.873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9878.550781 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -9878.551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9878.550781 Penalty: 479.842987
	Iteration 8F: 3 clusters Score -9878.551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -54328.316406 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -54328.32 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 448 members 
Entering Unmasked Estep 
Score: -53634.480469 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -53634.48 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -53900.777344 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -53900.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -53997.554688 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -53997.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -54074.941406 Penalty: 615.197754
	Iteration 3F: 3 clusters Score -54074.94 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -54143.093750 Penalty: 615.197754
	Iteration 4F: 3 clusters Score -54143.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -54196.078125 Penalty: 615.197754
	Iteration 5Q: 3 clusters Score -54196.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -54246.765625 Penalty: 615.197754
	Iteration 6Q: 3 clusters Score -54246.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -54277.617188 Penalty: 615.197754
	Iteration 7Q: 3 clusters Score -54277.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54296.476562 Penalty: 615.197754
	Iteration 8Q: 3 clusters Score -54296.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -54299.910156 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -54299.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -54303.671875 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -54303.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54305.507812 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -54305.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -54306.625000 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -54306.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -54308.136719 Penalty: 615.197754
	Iteration 13Q: 3 clusters Score -54308.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -54309.078125 Penalty: 615.197754
	Iteration 14Q: 3 clusters Score -54309.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -54310.941406 Penalty: 615.197754
	Iteration 15Q: 3 clusters Score -54310.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54312.433594 Penalty: 615.197754
	Iteration 16Q: 3 clusters Score -54312.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54316.652344 Penalty: 615.197754
	Iteration 17Q: 3 clusters Score -54316.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54329.636719 Penalty: 615.197754
	Iteration 18Q: 3 clusters Score -54329.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -54335.421875 Penalty: 615.197754
	Iteration 19Q: 3 clusters Score -54335.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54337.488281 Penalty: 615.197754
	Iteration 20F: 3 clusters Score -54337.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -54337.800781 Penalty: 615.197754
	Iteration 21Q: 3 clusters Score -54337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -54337.800781 Penalty: 615.197754
	Iteration 22F: 3 clusters Score -54337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 254 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Entering Unmasked Estep 
Score: -14118711.000000 Penalty: 39360.296875
Splitting cluster 15 changes total score from -14109912.000000 to -14118711.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 16 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -25052.544922 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -25052.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24588.810547 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -24588.81 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24724.242188 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -24724.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24755.400391 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -24755.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24778.921875 Penalty: 557.941589
	Iteration 3Q: 3 clusters Score -24778.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24789.888672 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -24789.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24794.904297 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -24794.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24800.031250 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -24800.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24803.447266 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -24803.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24806.179688 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -24806.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24807.816406 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -24807.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24808.152344 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -24808.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24808.152344 Penalty: 557.941589
	Iteration 11F: 3 clusters Score -24808.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12384.227539 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12384.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12073.375977 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12073.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12207.523438 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12207.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12318.312500 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12318.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12352.756836 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -12352.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12370.160156 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12370.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12389.297852 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12389.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12413.655273 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12413.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12455.497070 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -12455.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12468.268555 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -12468.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12475.120117 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -12475.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12475.120117 Penalty: 503.897430
	Iteration 10F: 3 clusters Score -12475.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Entering Unmasked Estep 
Score: -14118494.000000 Penalty: 39922.585938
Splitting cluster 17 changes total score from -14109912.000000 to -14118494.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 18 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -27050.681641 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -27050.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26623.548828 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -26623.55 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26752.935547 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -26752.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26875.083984 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -26875.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27002.798828 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -27002.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27069.449219 Penalty: 552.856506
	Iteration 4F: 3 clusters Score -27069.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27133.472656 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -27133.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27178.861328 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -27178.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27206.501953 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -27206.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27219.021484 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -27219.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27228.271484 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -27228.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27233.716797 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -27233.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27238.609375 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -27238.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27244.943359 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -27244.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27246.886719 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -27246.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27246.886719 Penalty: 552.856506
	Iteration 14F: 3 clusters Score -27246.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Entering Unmasked Estep 
Score: -14118420.000000 Penalty: 40484.875000
Splitting cluster 18 changes total score from -14109912.000000 to -14118420.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 19 (8519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Entering Unmasked Estep 
Score: -473679.718750 Penalty: 411.777496
	Iteration 0F: 2 clusters Score -473679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -467969.687500 Penalty: 823.554993
	Iteration 0F: 3 clusters Score -467969.7 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -470356.937500 Penalty: 823.554993
	Iteration 1F: 3 clusters Score -470356.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -470730.250000 Penalty: 823.554993
	Iteration 2F: 3 clusters Score -470730.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -471150.093750 Penalty: 823.554993
	Iteration 3F: 3 clusters Score -471150.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -471548.437500 Penalty: 823.554993
	Iteration 4F: 3 clusters Score -471548.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -471883.843750 Penalty: 823.554993
	Iteration 5F: 3 clusters Score -471883.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -472130.406250 Penalty: 823.554993
	Iteration 6Q: 3 clusters Score -472130.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -472318.687500 Penalty: 823.554993
	Iteration 7Q: 3 clusters Score -472318.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -472483.656250 Penalty: 823.554993
	Iteration 8Q: 3 clusters Score -472483.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -472636.406250 Penalty: 823.554993
	Iteration 9Q: 3 clusters Score -472636.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -472798.593750 Penalty: 823.554993
	Iteration 10Q: 3 clusters Score -472798.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -472954.000000 Penalty: 823.554993
	Iteration 11Q: 3 clusters Score -472954 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -473053.718750 Penalty: 823.554993
	Iteration 12Q: 3 clusters Score -473053.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -473125.375000 Penalty: 823.554993
	Iteration 13Q: 3 clusters Score -473125.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -473178.718750 Penalty: 823.554993
	Iteration 14Q: 3 clusters Score -473178.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -473214.031250 Penalty: 823.554993
	Iteration 15Q: 3 clusters Score -473214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -473240.531250 Penalty: 823.554993
	Iteration 16Q: 3 clusters Score -473240.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -473261.718750 Penalty: 823.554993
	Iteration 17Q: 3 clusters Score -473261.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -473286.906250 Penalty: 823.554993
	Iteration 18Q: 3 clusters Score -473286.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -473300.500000 Penalty: 823.554993
	Iteration 19Q: 3 clusters Score -473300.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -473306.468750 Penalty: 823.554993
	Iteration 20F: 3 clusters Score -473306.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -473308.906250 Penalty: 823.554993
	Iteration 21Q: 3 clusters Score -473308.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -473312.375000 Penalty: 823.554993
	Iteration 22Q: 3 clusters Score -473312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -473313.750000 Penalty: 823.554993
	Iteration 23Q: 3 clusters Score -473313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -473314.500000 Penalty: 823.554993
	Iteration 24Q: 3 clusters Score -473314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -473314.812500 Penalty: 823.554993
	Iteration 25Q: 3 clusters Score -473314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -473315.281250 Penalty: 823.554993
	Iteration 26Q: 3 clusters Score -473315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -473316.625000 Penalty: 823.554993
	Iteration 27Q: 3 clusters Score -473316.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -473319.718750 Penalty: 823.554993
	Iteration 28Q: 3 clusters Score -473319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -473322.093750 Penalty: 823.554993
	Iteration 29Q: 3 clusters Score -473322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -473325.093750 Penalty: 823.554993
	Iteration 30Q: 3 clusters Score -473325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -473324.781250 Penalty: 823.554993
	Iteration 31Q: 3 clusters Score -473324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -473324.281250 Penalty: 823.554993
	Iteration 32Q: 3 clusters Score -473324.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -473324.281250 Penalty: 823.554993
	Iteration 33F: 3 clusters Score -473324.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -10841.256836 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -10841.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10522.474609 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -10522.47 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10856.856445 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -10856.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11141.965820 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -11141.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11202.746094 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -11202.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11225.800781 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -11225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11239.139648 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -11239.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11256.083008 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -11256.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11260.081055 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -11260.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11260.081055 Penalty: 509.456421
	Iteration 8F: 3 clusters Score -11260.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 95850 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Entering Unmasked Estep 
Score: -14118526.000000 Penalty: 41047.167969
Splitting cluster 20 changes total score from -14109912.000000 to -14118526.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 21 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -106919.320312 Penalty: 339.895203
	Iteration 0F: 2 clusters Score -106919.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -105601.132812 Penalty: 679.790405
	Iteration 0F: 3 clusters Score -105601.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -106016.039062 Penalty: 679.790405
	Iteration 1F: 3 clusters Score -106016 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -106088.937500 Penalty: 679.790405
	Iteration 2F: 3 clusters Score -106088.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -106138.828125 Penalty: 679.790405
	Iteration 3F: 3 clusters Score -106138.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -106184.492188 Penalty: 679.790405
	Iteration 4Q: 3 clusters Score -106184.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -106226.976562 Penalty: 679.790405
	Iteration 5Q: 3 clusters Score -106227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -106262.953125 Penalty: 679.790405
	Iteration 6Q: 3 clusters Score -106263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -106296.281250 Penalty: 679.790405
	Iteration 7Q: 3 clusters Score -106296.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -106329.296875 Penalty: 679.790405
	Iteration 8Q: 3 clusters Score -106329.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -106368.812500 Penalty: 679.790405
	Iteration 9Q: 3 clusters Score -106368.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -106412.156250 Penalty: 679.790405
	Iteration 10Q: 3 clusters Score -106412.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -106455.812500 Penalty: 679.790405
	Iteration 11Q: 3 clusters Score -106455.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -106479.968750 Penalty: 679.790405
	Iteration 12Q: 3 clusters Score -106480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -106493.750000 Penalty: 679.790405
	Iteration 13Q: 3 clusters Score -106493.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -106508.718750 Penalty: 679.790405
	Iteration 14Q: 3 clusters Score -106508.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -106522.125000 Penalty: 679.790405
	Iteration 15Q: 3 clusters Score -106522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -106526.804688 Penalty: 679.790405
	Iteration 16Q: 3 clusters Score -106526.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -106528.929688 Penalty: 679.790405
	Iteration 17Q: 3 clusters Score -106528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -106529.960938 Penalty: 679.790405
	Iteration 18Q: 3 clusters Score -106530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -106532.515625 Penalty: 679.790405
	Iteration 19Q: 3 clusters Score -106532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -106533.843750 Penalty: 679.790405
	Iteration 20F: 3 clusters Score -106533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -106535.046875 Penalty: 679.790405
	Iteration 21Q: 3 clusters Score -106535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -106537.250000 Penalty: 679.790405
	Iteration 22Q: 3 clusters Score -106537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -106539.734375 Penalty: 679.790405
	Iteration 23Q: 3 clusters Score -106539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -106542.093750 Penalty: 679.790405
	Iteration 24Q: 3 clusters Score -106542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -106543.726562 Penalty: 679.790405
	Iteration 25Q: 3 clusters Score -106543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -106544.125000 Penalty: 679.790405
	Iteration 26Q: 3 clusters Score -106544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -106544.312500 Penalty: 679.790405
	Iteration 27Q: 3 clusters Score -106544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -106545.226562 Penalty: 679.790405
	Iteration 28Q: 3 clusters Score -106545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -106545.992188 Penalty: 679.790405
	Iteration 29Q: 3 clusters Score -106546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -106549.195312 Penalty: 679.790405
	Iteration 30Q: 3 clusters Score -106549.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -106552.031250 Penalty: 679.790405
	Iteration 31Q: 3 clusters Score -106552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -106553.539062 Penalty: 679.790405
	Iteration 32Q: 3 clusters Score -106553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -106554.203125 Penalty: 679.790405
	Iteration 33Q: 3 clusters Score -106554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -106554.554688 Penalty: 679.790405
	Iteration 34Q: 3 clusters Score -106554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -106554.625000 Penalty: 679.790405
	Iteration 35Q: 3 clusters Score -106554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -106554.625000 Penalty: 679.790405
	Iteration 36F: 3 clusters Score -106554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Entering Unmasked Estep 
Score: -3081862.500000 Penalty: 492.381744
	Iteration 0F: 2 clusters Score -3081862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3048479.250000 Penalty: 984.763489
	Iteration 0F: 3 clusters Score -3048479 nChanged 24200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3063390.500000 Penalty: 984.763489
	Iteration 1F: 3 clusters Score -3063390 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3064235.500000 Penalty: 984.763489
	Iteration 2Q: 3 clusters Score -3064236 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3065166.500000 Penalty: 984.763489
	Iteration 3Q: 3 clusters Score -3065166 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3066178.250000 Penalty: 984.763489
	Iteration 4Q: 3 clusters Score -3066178 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3067268.250000 Penalty: 984.763489
	Iteration 5Q: 3 clusters Score -3067268 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3068480.250000 Penalty: 984.763489
	Iteration 6Q: 3 clusters Score -3068480 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -3069699.750000 Penalty: 984.763489
	Iteration 7Q: 3 clusters Score -3069700 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3070919.750000 Penalty: 984.763489
	Iteration 8Q: 3 clusters Score -3070920 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3071951.500000 Penalty: 984.763489
	Iteration 9Q: 3 clusters Score -3071952 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3072746.750000 Penalty: 984.763489
	Iteration 10Q: 3 clusters Score -3072747 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3073309.500000 Penalty: 984.763489
	Iteration 11Q: 3 clusters Score -3073310 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -3073707.750000 Penalty: 984.763489
	Iteration 12Q: 3 clusters Score -3073708 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -3074113.500000 Penalty: 984.763489
	Iteration 13Q: 3 clusters Score -3074114 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3074567.500000 Penalty: 984.763489
	Iteration 14Q: 3 clusters Score -3074568 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -3075131.500000 Penalty: 984.763489
	Iteration 15Q: 3 clusters Score -3075132 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -3075753.750000 Penalty: 984.763489
	Iteration 16Q: 3 clusters Score -3075754 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -3076502.000000 Penalty: 984.763489
	Iteration 17Q: 3 clusters Score -3076502 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -3077251.750000 Penalty: 984.763489
	Iteration 18Q: 3 clusters Score -3077252 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -3077989.750000 Penalty: 984.763489
	Iteration 19Q: 3 clusters Score -3077990 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -3078646.000000 Penalty: 984.763489
	Iteration 20F: 3 clusters Score -3078646 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -3079222.250000 Penalty: 984.763489
	Iteration 21Q: 3 clusters Score -3079222 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -3079672.750000 Penalty: 984.763489
	Iteration 22Q: 3 clusters Score -3079673 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -3079964.250000 Penalty: 984.763489
	Iteration 23Q: 3 clusters Score -3079964 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -3080170.250000 Penalty: 984.763489
	Iteration 24Q: 3 clusters Score -3080170 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -3080303.250000 Penalty: 984.763489
	Iteration 25Q: 3 clusters Score -3080303 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -3080394.000000 Penalty: 984.763489
	Iteration 26Q: 3 clusters Score -3080394 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -3080455.000000 Penalty: 984.763489
	Iteration 27Q: 3 clusters Score -3080455 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -3080524.500000 Penalty: 984.763489
	Iteration 28Q: 3 clusters Score -3080524 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -3080565.750000 Penalty: 984.763489
	Iteration 29Q: 3 clusters Score -3080566 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -3080592.000000 Penalty: 984.763489
	Iteration 30Q: 3 clusters Score -3080592 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -3080633.000000 Penalty: 984.763489
	Iteration 31Q: 3 clusters Score -3080633 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -3080662.000000 Penalty: 984.763489
	Iteration 32Q: 3 clusters Score -3080662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -3080681.000000 Penalty: 984.763489
	Iteration 33Q: 3 clusters Score -3080681 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -3080694.000000 Penalty: 984.763489
	Iteration 34Q: 3 clusters Score -3080694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -3080712.000000 Penalty: 984.763489
	Iteration 35Q: 3 clusters Score -3080712 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -3080724.750000 Penalty: 984.763489
	Iteration 36Q: 3 clusters Score -3080725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -3080731.000000 Penalty: 984.763489
	Iteration 37Q: 3 clusters Score -3080731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -3080730.000000 Penalty: 984.763489
	Iteration 38Q: 3 clusters Score -3080730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -3080736.500000 Penalty: 984.763489
	Iteration 39Q: 3 clusters Score -3080736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -3080749.750000 Penalty: 984.763489
	Iteration 40F: 3 clusters Score -3080750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -3080756.250000 Penalty: 984.763489
	Iteration 41Q: 3 clusters Score -3080756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -3080759.250000 Penalty: 984.763489
	Iteration 42Q: 3 clusters Score -3080759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -3080763.000000 Penalty: 984.763489
	Iteration 43Q: 3 clusters Score -3080763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -3080781.250000 Penalty: 984.763489
	Iteration 44Q: 3 clusters Score -3080781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -3080792.500000 Penalty: 984.763489
	Iteration 45Q: 3 clusters Score -3080792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -3080799.500000 Penalty: 984.763489
	Iteration 46Q: 3 clusters Score -3080800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -3080802.250000 Penalty: 984.763489
	Iteration 47Q: 3 clusters Score -3080802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -3080818.250000 Penalty: 984.763489
	Iteration 48Q: 3 clusters Score -3080818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -3080821.000000 Penalty: 984.763489
	Iteration 49Q: 3 clusters Score -3080821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -3080825.000000 Penalty: 984.763489
	Iteration 50Q: 3 clusters Score -3080825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -3080835.500000 Penalty: 984.763489
	Iteration 51Q: 3 clusters Score -3080836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -3080842.250000 Penalty: 984.763489
	Iteration 52Q: 3 clusters Score -3080842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -3080855.500000 Penalty: 984.763489
	Iteration 53Q: 3 clusters Score -3080856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -3080856.750000 Penalty: 984.763489
	Iteration 54Q: 3 clusters Score -3080857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -3080864.000000 Penalty: 984.763489
	Iteration 55Q: 3 clusters Score -3080864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -3080870.500000 Penalty: 984.763489
	Iteration 56Q: 3 clusters Score -3080870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -3080877.750000 Penalty: 984.763489
	Iteration 57Q: 3 clusters Score -3080878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -3080885.750000 Penalty: 984.763489
	Iteration 58Q: 3 clusters Score -3080886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -3080892.000000 Penalty: 984.763489
	Iteration 59Q: 3 clusters Score -3080892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -3080893.750000 Penalty: 984.763489
	Iteration 60F: 3 clusters Score -3080894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -3080906.750000 Penalty: 984.763489
	Iteration 61Q: 3 clusters Score -3080907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -3080909.250000 Penalty: 984.763489
	Iteration 62Q: 3 clusters Score -3080909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -3080912.500000 Penalty: 984.763489
	Iteration 63Q: 3 clusters Score -3080912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -3080921.500000 Penalty: 984.763489
	Iteration 64Q: 3 clusters Score -3080922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -3080921.000000 Penalty: 984.763489
	Iteration 65Q: 3 clusters Score -3080921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -3080937.250000 Penalty: 984.763489
	Iteration 66Q: 3 clusters Score -3080937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -3080947.250000 Penalty: 984.763489
	Iteration 67Q: 3 clusters Score -3080947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -3080957.250000 Penalty: 984.763489
	Iteration 68Q: 3 clusters Score -3080957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -3080958.250000 Penalty: 984.763489
	Iteration 69Q: 3 clusters Score -3080958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -3080961.500000 Penalty: 984.763489
	Iteration 70Q: 3 clusters Score -3080962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -3080965.250000 Penalty: 984.763489
	Iteration 71Q: 3 clusters Score -3080965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -3080973.750000 Penalty: 984.763489
	Iteration 72Q: 3 clusters Score -3080974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -3080979.750000 Penalty: 984.763489
	Iteration 73Q: 3 clusters Score -3080980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -3080993.000000 Penalty: 984.763489
	Iteration 74Q: 3 clusters Score -3080993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -3081002.000000 Penalty: 984.763489
	Iteration 75Q: 3 clusters Score -3081002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -3081009.500000 Penalty: 984.763489
	Iteration 76Q: 3 clusters Score -3081010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -3081021.750000 Penalty: 984.763489
	Iteration 77Q: 3 clusters Score -3081022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -3081028.500000 Penalty: 984.763489
	Iteration 78Q: 3 clusters Score -3081028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -3081043.500000 Penalty: 984.763489
	Iteration 79Q: 3 clusters Score -3081044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -3081050.750000 Penalty: 984.763489
	Iteration 80F: 3 clusters Score -3081051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -3081058.250000 Penalty: 984.763489
	Iteration 81Q: 3 clusters Score -3081058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -3081066.750000 Penalty: 984.763489
	Iteration 82Q: 3 clusters Score -3081067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -3081075.000000 Penalty: 984.763489
	Iteration 83Q: 3 clusters Score -3081075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -3081080.250000 Penalty: 984.763489
	Iteration 84Q: 3 clusters Score -3081080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -3081082.000000 Penalty: 984.763489
	Iteration 85Q: 3 clusters Score -3081082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -3081098.250000 Penalty: 984.763489
	Iteration 86Q: 3 clusters Score -3081098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -3081099.000000 Penalty: 984.763489
	Iteration 87Q: 3 clusters Score -3081099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -3081103.250000 Penalty: 984.763489
	Iteration 88Q: 3 clusters Score -3081103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -3081099.250000 Penalty: 984.763489
	Iteration 89Q: 3 clusters Score -3081099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -3081106.000000 Penalty: 984.763489
	Iteration 90Q: 3 clusters Score -3081106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -3081107.750000 Penalty: 984.763489
	Iteration 91Q: 3 clusters Score -3081108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -3081121.750000 Penalty: 984.763489
	Iteration 92Q: 3 clusters Score -3081122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -3081131.750000 Penalty: 984.763489
	Iteration 93Q: 3 clusters Score -3081132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -3081143.750000 Penalty: 984.763489
	Iteration 94Q: 3 clusters Score -3081144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -3081150.750000 Penalty: 984.763489
	Iteration 95Q: 3 clusters Score -3081151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -3081151.500000 Penalty: 984.763489
	Iteration 96Q: 3 clusters Score -3081152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -3081158.000000 Penalty: 984.763489
	Iteration 97Q: 3 clusters Score -3081158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -3081163.000000 Penalty: 984.763489
	Iteration 98Q: 3 clusters Score -3081163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -3081166.500000 Penalty: 984.763489
	Iteration 99Q: 3 clusters Score -3081166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -3081172.250000 Penalty: 984.763489
	Iteration 100F: 3 clusters Score -3081172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -3081167.750000 Penalty: 984.763489
	Iteration 101Q: 3 clusters Score -3081168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -3081178.000000 Penalty: 984.763489
	Iteration 102Q: 3 clusters Score -3081178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -3081184.000000 Penalty: 984.763489
	Iteration 103Q: 3 clusters Score -3081184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -3081192.500000 Penalty: 984.763489
	Iteration 104Q: 3 clusters Score -3081192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -3081197.250000 Penalty: 984.763489
	Iteration 105Q: 3 clusters Score -3081197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -3081207.000000 Penalty: 984.763489
	Iteration 106Q: 3 clusters Score -3081207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -3081212.750000 Penalty: 984.763489
	Iteration 107Q: 3 clusters Score -3081213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -3081216.750000 Penalty: 984.763489
	Iteration 108Q: 3 clusters Score -3081217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -3081225.750000 Penalty: 984.763489
	Iteration 109Q: 3 clusters Score -3081226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -3081229.750000 Penalty: 984.763489
	Iteration 110Q: 3 clusters Score -3081230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -3081230.250000 Penalty: 984.763489
	Iteration 111Q: 3 clusters Score -3081230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -3081231.500000 Penalty: 984.763489
	Iteration 112Q: 3 clusters Score -3081232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -3081239.500000 Penalty: 984.763489
	Iteration 113Q: 3 clusters Score -3081240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -3081247.000000 Penalty: 984.763489
	Iteration 114Q: 3 clusters Score -3081247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -3081249.250000 Penalty: 984.763489
	Iteration 115Q: 3 clusters Score -3081249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -3081255.250000 Penalty: 984.763489
	Iteration 116Q: 3 clusters Score -3081255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -3081267.000000 Penalty: 984.763489
	Iteration 117Q: 3 clusters Score -3081267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -3081271.750000 Penalty: 984.763489
	Iteration 118Q: 3 clusters Score -3081272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -3081285.250000 Penalty: 984.763489
	Iteration 119Q: 3 clusters Score -3081285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -3081291.000000 Penalty: 984.763489
	Iteration 120F: 3 clusters Score -3081291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -3081304.500000 Penalty: 984.763489
	Iteration 121Q: 3 clusters Score -3081304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -3081319.500000 Penalty: 984.763489
	Iteration 122Q: 3 clusters Score -3081320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -3081331.750000 Penalty: 984.763489
	Iteration 123Q: 3 clusters Score -3081332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -3081338.250000 Penalty: 984.763489
	Iteration 124Q: 3 clusters Score -3081338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -3081347.750000 Penalty: 984.763489
	Iteration 125Q: 3 clusters Score -3081348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -3081357.750000 Penalty: 984.763489
	Iteration 126Q: 3 clusters Score -3081358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -3081366.750000 Penalty: 984.763489
	Iteration 127Q: 3 clusters Score -3081367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -3081370.000000 Penalty: 984.763489
	Iteration 128Q: 3 clusters Score -3081370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -3081382.250000 Penalty: 984.763489
	Iteration 129Q: 3 clusters Score -3081382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -3081382.750000 Penalty: 984.763489
	Iteration 130Q: 3 clusters Score -3081383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -3081381.250000 Penalty: 984.763489
	Iteration 131Q: 3 clusters Score -3081381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -3081385.000000 Penalty: 984.763489
	Iteration 132Q: 3 clusters Score -3081385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -3081384.000000 Penalty: 984.763489
	Iteration 133Q: 3 clusters Score -3081384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -3081386.000000 Penalty: 984.763489
	Iteration 134Q: 3 clusters Score -3081386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -3081385.750000 Penalty: 984.763489
	Iteration 135Q: 3 clusters Score -3081386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -3081390.000000 Penalty: 984.763489
	Iteration 136Q: 3 clusters Score -3081390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -3081391.000000 Penalty: 984.763489
	Iteration 137Q: 3 clusters Score -3081391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -3081394.250000 Penalty: 984.763489
	Iteration 138Q: 3 clusters Score -3081394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -3081395.500000 Penalty: 984.763489
	Iteration 139Q: 3 clusters Score -3081396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -3081398.250000 Penalty: 984.763489
	Iteration 140F: 3 clusters Score -3081398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -3081399.250000 Penalty: 984.763489
	Iteration 141Q: 3 clusters Score -3081399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -3081398.250000 Penalty: 984.763489
	Iteration 142Q: 3 clusters Score -3081398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -3081398.250000 Penalty: 984.763489
	Iteration 143F: 3 clusters Score -3081398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95850 members 
Entering Unmasked Estep 
Score: -5990736.000000 Penalty: 521.909546
	Iteration 0F: 2 clusters Score -5990736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -5927575.500000 Penalty: 1043.819092
	Iteration 0F: 3 clusters Score -5927576 nChanged 46759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -5956728.000000 Penalty: 1043.819092
	Iteration 1F: 3 clusters Score -5956728 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -5959998.000000 Penalty: 1043.819092
	Iteration 2F: 3 clusters Score -5959998 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -5965293.500000 Penalty: 1043.819092
	Iteration 3F: 3 clusters Score -5965294 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -5972729.500000 Penalty: 1043.819092
	Iteration 4F: 3 clusters Score -5972730 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -5979651.500000 Penalty: 1043.819092
	Iteration 5F: 3 clusters Score -5979652 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -5983066.000000 Penalty: 1043.819092
	Iteration 6F: 3 clusters Score -5983066 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -5984465.500000 Penalty: 1043.819092
	Iteration 7Q: 3 clusters Score -5984466 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -5985288.500000 Penalty: 1043.819092
	Iteration 8Q: 3 clusters Score -5985288 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -5986057.000000 Penalty: 1043.819092
	Iteration 9Q: 3 clusters Score -5986057 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -5986883.000000 Penalty: 1043.819092
	Iteration 10Q: 3 clusters Score -5986883 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -5987661.000000 Penalty: 1043.819092
	Iteration 11Q: 3 clusters Score -5987661 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -5988422.000000 Penalty: 1043.819092
	Iteration 12Q: 3 clusters Score -5988422 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 76286 members 
Entering Unmasked Estep 
Score: -5989005.000000 Penalty: 1043.819092
	Iteration 13Q: 3 clusters Score -5989005 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -5989420.000000 Penalty: 1043.819092
	Iteration 14Q: 3 clusters Score -5989420 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -5989790.500000 Penalty: 1043.819092
	Iteration 15Q: 3 clusters Score -5989790 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -5990073.000000 Penalty: 1043.819092
	Iteration 16Q: 3 clusters Score -5990073 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -5990378.500000 Penalty: 1043.819092
	Iteration 17Q: 3 clusters Score -5990378 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -5990555.500000 Penalty: 1043.819092
	Iteration 18Q: 3 clusters Score -5990556 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -5990737.000000 Penalty: 1043.819092
	Iteration 19Q: 3 clusters Score -5990737 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -5990928.500000 Penalty: 1043.819092
	Iteration 20F: 3 clusters Score -5990928 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -5991090.500000 Penalty: 1043.819092
	Iteration 21Q: 3 clusters Score -5991090 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -5991243.000000 Penalty: 1043.819092
	Iteration 22Q: 3 clusters Score -5991243 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -5991321.000000 Penalty: 1043.819092
	Iteration 23Q: 3 clusters Score -5991321 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 84964 members 
Entering Unmasked Estep 
Score: -5991423.500000 Penalty: 1043.819092
	Iteration 24Q: 3 clusters Score -5991424 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -5991493.500000 Penalty: 1043.819092
	Iteration 25Q: 3 clusters Score -5991494 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -5991545.000000 Penalty: 1043.819092
	Iteration 26Q: 3 clusters Score -5991545 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -5991638.000000 Penalty: 1043.819092
	Iteration 27Q: 3 clusters Score -5991638 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -5991697.000000 Penalty: 1043.819092
	Iteration 28Q: 3 clusters Score -5991697 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -5991726.500000 Penalty: 1043.819092
	Iteration 29Q: 3 clusters Score -5991726 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -5991717.000000 Penalty: 1043.819092
	Iteration 30Q: 3 clusters Score -5991717 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -5991703.500000 Penalty: 1043.819092
	Iteration 31Q: 3 clusters Score -5991704 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -5991706.500000 Penalty: 1043.819092
	Iteration 32Q: 3 clusters Score -5991706 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 89128 members 
Entering Unmasked Estep 
Score: -5991715.500000 Penalty: 1043.819092
	Iteration 33Q: 3 clusters Score -5991716 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -5991759.500000 Penalty: 1043.819092
	Iteration 34Q: 3 clusters Score -5991760 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -5991723.500000 Penalty: 1043.819092
	Iteration 35Q: 3 clusters Score -5991724 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -5991728.000000 Penalty: 1043.819092
	Iteration 36Q: 3 clusters Score -5991728 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5991704 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -5991700.500000 Penalty: 1043.819092
	Iteration 38Q: 3 clusters Score -5991700 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -5991663.500000 Penalty: 1043.819092
	Iteration 39Q: 3 clusters Score -5991664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -5991662.500000 Penalty: 1043.819092
	Iteration 40F: 3 clusters Score -5991662 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -5991649.000000 Penalty: 1043.819092
	Iteration 41Q: 3 clusters Score -5991649 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -5991629.500000 Penalty: 1043.819092
	Iteration 42Q: 3 clusters Score -5991630 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -5991605.500000 Penalty: 1043.819092
	Iteration 43Q: 3 clusters Score -5991606 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -5991575.000000 Penalty: 1043.819092
	Iteration 44Q: 3 clusters Score -5991575 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -5991547.000000 Penalty: 1043.819092
	Iteration 45Q: 3 clusters Score -5991547 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -5991537.000000 Penalty: 1043.819092
	Iteration 46Q: 3 clusters Score -5991537 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -5991506.500000 Penalty: 1043.819092
	Iteration 47Q: 3 clusters Score -5991506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -5991479.500000 Penalty: 1043.819092
	Iteration 48Q: 3 clusters Score -5991480 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -5991459.000000 Penalty: 1043.819092
	Iteration 49Q: 3 clusters Score -5991459 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -5991433.500000 Penalty: 1043.819092
	Iteration 50Q: 3 clusters Score -5991434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -5991414.500000 Penalty: 1043.819092
	Iteration 51Q: 3 clusters Score -5991414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -5991411.000000 Penalty: 1043.819092
	Iteration 52Q: 3 clusters Score -5991411 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -5991401.500000 Penalty: 1043.819092
	Iteration 53Q: 3 clusters Score -5991402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 92696 members 
Entering Unmasked Estep 
Score: -5991379.000000 Penalty: 1043.819092
	Iteration 54Q: 3 clusters Score -5991379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5991379 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -5991358.000000 Penalty: 1043.819092
	Iteration 56Q: 3 clusters Score -5991358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 92890 members 
Entering Unmasked Estep 
Score: -5991340.000000 Penalty: 1043.819092
	Iteration 57Q: 3 clusters Score -5991340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -5991330.500000 Penalty: 1043.819092
	Iteration 58Q: 3 clusters Score -5991330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -5991315.000000 Penalty: 1043.819092
	Iteration 59Q: 3 clusters Score -5991315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -5991307.000000 Penalty: 1043.819092
	Iteration 60F: 3 clusters Score -5991307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -5991318.500000 Penalty: 1043.819092
	Iteration 61Q: 3 clusters Score -5991318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -5991302.500000 Penalty: 1043.819092
	Iteration 62Q: 3 clusters Score -5991302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -5991304.500000 Penalty: 1043.819092
	Iteration 63Q: 3 clusters Score -5991304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -5991309.500000 Penalty: 1043.819092
	Iteration 64Q: 3 clusters Score -5991310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
Score: -5991304.500000 Penalty: 1043.819092
	Iteration 65Q: 3 clusters Score -5991304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -5991299.500000 Penalty: 1043.819092
	Iteration 66Q: 3 clusters Score -5991300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -5991292.000000 Penalty: 1043.819092
	Iteration 67Q: 3 clusters Score -5991292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -5991294.000000 Penalty: 1043.819092
	Iteration 68Q: 3 clusters Score -5991294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -5991280.500000 Penalty: 1043.819092
	Iteration 69Q: 3 clusters Score -5991280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -5991279.500000 Penalty: 1043.819092
	Iteration 70Q: 3 clusters Score -5991280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -5991268.500000 Penalty: 1043.819092
	Iteration 71Q: 3 clusters Score -5991268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -5991272.000000 Penalty: 1043.819092
	Iteration 72Q: 3 clusters Score -5991272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -5991262.000000 Penalty: 1043.819092
	Iteration 73Q: 3 clusters Score -5991262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -5991260.000000 Penalty: 1043.819092
	Iteration 74Q: 3 clusters Score -5991260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -5991253.500000 Penalty: 1043.819092
	Iteration 75Q: 3 clusters Score -5991254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -5991256.500000 Penalty: 1043.819092
	Iteration 76Q: 3 clusters Score -5991256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -5991263.500000 Penalty: 1043.819092
	Iteration 77Q: 3 clusters Score -5991264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -5991263.500000 Penalty: 1043.819092
	Iteration 78Q: 3 clusters Score -5991264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -5991264.000000 Penalty: 1043.819092
	Iteration 79Q: 3 clusters Score -5991264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -5991256.000000 Penalty: 1043.819092
	Iteration 80F: 3 clusters Score -5991256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 93668 members 
Entering Unmasked Estep 
Score: -5991248.000000 Penalty: 1043.819092
	Iteration 81Q: 3 clusters Score -5991248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -5991251.500000 Penalty: 1043.819092
	Iteration 82Q: 3 clusters Score -5991252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -5991244.000000 Penalty: 1043.819092
	Iteration 83Q: 3 clusters Score -5991244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -5991243.000000 Penalty: 1043.819092
	Iteration 84Q: 3 clusters Score -5991243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -5991251.000000 Penalty: 1043.819092
	Iteration 85Q: 3 clusters Score -5991251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -5991246.000000 Penalty: 1043.819092
	Iteration 86Q: 3 clusters Score -5991246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -5991240.000000 Penalty: 1043.819092
	Iteration 87Q: 3 clusters Score -5991240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -5991228.000000 Penalty: 1043.819092
	Iteration 88Q: 3 clusters Score -5991228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -5991228.500000 Penalty: 1043.819092
	Iteration 89Q: 3 clusters Score -5991228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -5991231.000000 Penalty: 1043.819092
	Iteration 90Q: 3 clusters Score -5991231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -5991233.500000 Penalty: 1043.819092
	Iteration 91Q: 3 clusters Score -5991234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -5991233.000000 Penalty: 1043.819092
	Iteration 92Q: 3 clusters Score -5991233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -5991231.500000 Penalty: 1043.819092
	Iteration 93Q: 3 clusters Score -5991232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -5991241.000000 Penalty: 1043.819092
	Iteration 94Q: 3 clusters Score -5991241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -5991240.500000 Penalty: 1043.819092
	Iteration 95Q: 3 clusters Score -5991240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -5991239.000000 Penalty: 1043.819092
	Iteration 96Q: 3 clusters Score -5991239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -5991243.000000 Penalty: 1043.819092
	Iteration 97Q: 3 clusters Score -5991243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -5991233.000000 Penalty: 1043.819092
	Iteration 98Q: 3 clusters Score -5991233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -5991239.500000 Penalty: 1043.819092
	Iteration 99Q: 3 clusters Score -5991240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -5991243.000000 Penalty: 1043.819092
	Iteration 100F: 3 clusters Score -5991243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -5991233.000000 Penalty: 1043.819092
	Iteration 101Q: 3 clusters Score -5991233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -5991224.500000 Penalty: 1043.819092
	Iteration 102Q: 3 clusters Score -5991224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -5991216.000000 Penalty: 1043.819092
	Iteration 103Q: 3 clusters Score -5991216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -5991220.000000 Penalty: 1043.819092
	Iteration 104Q: 3 clusters Score -5991220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 93935 members 
Entering Unmasked Estep 
Score: -5991204.000000 Penalty: 1043.819092
	Iteration 105Q: 3 clusters Score -5991204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -5991199.500000 Penalty: 1043.819092
	Iteration 106Q: 3 clusters Score -5991200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 93953 members 
Entering Unmasked Estep 
Score: -5991198.500000 Penalty: 1043.819092
	Iteration 107Q: 3 clusters Score -5991198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -5991190.000000 Penalty: 1043.819092
	Iteration 108Q: 3 clusters Score -5991190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -5991194.500000 Penalty: 1043.819092
	Iteration 109Q: 3 clusters Score -5991194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -5991200.500000 Penalty: 1043.819092
	Iteration 110Q: 3 clusters Score -5991200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -5991197.000000 Penalty: 1043.819092
	Iteration 111Q: 3 clusters Score -5991197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -5991198.000000 Penalty: 1043.819092
	Iteration 112Q: 3 clusters Score -5991198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 94014 members 
Entering Unmasked Estep 
Score: -5991193.000000 Penalty: 1043.819092
	Iteration 113Q: 3 clusters Score -5991193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -5991188.500000 Penalty: 1043.819092
	Iteration 114Q: 3 clusters Score -5991188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 94020 members 
Entering Unmasked Estep 
Score: -5991193.000000 Penalty: 1043.819092
	Iteration 115Q: 3 clusters Score -5991193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -5991190.500000 Penalty: 1043.819092
	Iteration 116Q: 3 clusters Score -5991190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -5991195.000000 Penalty: 1043.819092
	Iteration 117Q: 3 clusters Score -5991195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -5991195.000000 Penalty: 1043.819092
	Iteration 118F: 3 clusters Score -5991195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 2601 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Entering Unmasked Estep 
Score: -14118859.000000 Penalty: 41609.457031
Splitting cluster 23 changes total score from -14109912.000000 to -14118859.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 24 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -155163.625000 Penalty: 357.796143
	Iteration 0F: 2 clusters Score -155163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -153356.671875 Penalty: 715.592285
	Iteration 0F: 3 clusters Score -153356.7 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -154026.203125 Penalty: 715.592285
	Iteration 1F: 3 clusters Score -154026.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -154213.078125 Penalty: 715.592285
	Iteration 2F: 3 clusters Score -154213.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -154443.906250 Penalty: 715.592285
	Iteration 3F: 3 clusters Score -154443.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -154669.468750 Penalty: 715.592285
	Iteration 4F: 3 clusters Score -154669.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -154833.078125 Penalty: 715.592285
	Iteration 5F: 3 clusters Score -154833.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154935.859375 Penalty: 715.592285
	Iteration 6Q: 3 clusters Score -154935.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155002.015625 Penalty: 715.592285
	Iteration 7Q: 3 clusters Score -155002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155041.828125 Penalty: 715.592285
	Iteration 8Q: 3 clusters Score -155041.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -155062.312500 Penalty: 715.592285
	Iteration 9Q: 3 clusters Score -155062.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -155072.843750 Penalty: 715.592285
	Iteration 10Q: 3 clusters Score -155072.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155081.156250 Penalty: 715.592285
	Iteration 11Q: 3 clusters Score -155081.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155086.703125 Penalty: 715.592285
	Iteration 12Q: 3 clusters Score -155086.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -155088.171875 Penalty: 715.592285
	Iteration 13Q: 3 clusters Score -155088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155089.718750 Penalty: 715.592285
	Iteration 14Q: 3 clusters Score -155089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155091.328125 Penalty: 715.592285
	Iteration 15Q: 3 clusters Score -155091.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155095.546875 Penalty: 715.592285
	Iteration 16Q: 3 clusters Score -155095.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155106.046875 Penalty: 715.592285
	Iteration 17Q: 3 clusters Score -155106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155124.125000 Penalty: 715.592285
	Iteration 18Q: 3 clusters Score -155124.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155170.328125 Penalty: 715.592285
	Iteration 19Q: 3 clusters Score -155170.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -155240.609375 Penalty: 715.592285
	Iteration 20F: 3 clusters Score -155240.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -155295.921875 Penalty: 715.592285
	Iteration 21Q: 3 clusters Score -155295.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -155328.250000 Penalty: 715.592285
	Iteration 22Q: 3 clusters Score -155328.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155341.828125 Penalty: 715.592285
	Iteration 23Q: 3 clusters Score -155341.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155347.109375 Penalty: 715.592285
	Iteration 24Q: 3 clusters Score -155347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -155348.234375 Penalty: 715.592285
	Iteration 25Q: 3 clusters Score -155348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -155349.671875 Penalty: 715.592285
	Iteration 26Q: 3 clusters Score -155349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155350.093750 Penalty: 715.592285
	Iteration 27Q: 3 clusters Score -155350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -155350.468750 Penalty: 715.592285
	Iteration 28Q: 3 clusters Score -155350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155350.265625 Penalty: 715.592285
	Iteration 29Q: 3 clusters Score -155350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155350.265625 Penalty: 715.592285
	Iteration 30F: 3 clusters Score -155350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 102 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Entering Unmasked Estep 
Score: -14118848.000000 Penalty: 42171.746094
Splitting cluster 24 changes total score from -14109912.000000 to -14118848.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 25 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -4633.954102 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -4633.954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4607.268555 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -4607.269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4719.215332 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -4719.215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -4758.991211 Penalty: 420.872528
	Iteration 2F: 3 clusters Score -4758.991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -4768.511719 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -4768.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -4772.140625 Penalty: 420.872528
	Iteration 4Q: 3 clusters Score -4772.141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -4775.929688 Penalty: 420.872528
	Iteration 5Q: 3 clusters Score -4775.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -4779.906250 Penalty: 420.872528
	Iteration 6Q: 3 clusters Score -4779.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -4779.906250 Penalty: 420.872528
	Iteration 7F: 3 clusters Score -4779.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 420 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Entering Unmasked Estep 
Score: -14118640.000000 Penalty: 42734.035156
Splitting cluster 25 changes total score from -14109912.000000 to -14118640.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 26 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -22272.371094 Penalty: 274.831573
	Iteration 0F: 2 clusters Score -22272.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21893.460938 Penalty: 549.663147
	Iteration 0F: 3 clusters Score -21893.46 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22127.494141 Penalty: 549.663147
	Iteration 1F: 3 clusters Score -22127.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22241.689453 Penalty: 549.663147
	Iteration 2F: 3 clusters Score -22241.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22309.941406 Penalty: 549.663147
	Iteration 3F: 3 clusters Score -22309.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22348.458984 Penalty: 549.663147
	Iteration 4Q: 3 clusters Score -22348.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22367.935547 Penalty: 549.663147
	Iteration 5Q: 3 clusters Score -22367.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22385.367188 Penalty: 549.663147
	Iteration 6Q: 3 clusters Score -22385.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22392.513672 Penalty: 549.663147
	Iteration 7Q: 3 clusters Score -22392.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22394.896484 Penalty: 549.663147
	Iteration 8Q: 3 clusters Score -22394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22394.896484 Penalty: 549.663147
	Iteration 9F: 3 clusters Score -22394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 297 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Entering Unmasked Estep 
Score: -14118476.000000 Penalty: 43296.324219
Splitting cluster 26 changes total score from -14109912.000000 to -14118476.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 27 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -19638.714844 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -19638.71 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 151 members 
Entering Unmasked Estep 
Score: -19288.039062 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -19288.04 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19431.595703 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -19431.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19523.492188 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -19523.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19610.404297 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -19610.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19651.074219 Penalty: 518.129639
	Iteration 4F: 3 clusters Score -19651.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19666.738281 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -19666.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19674.437500 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -19674.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19685.576172 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -19685.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19688.783203 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -19688.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19688.783203 Penalty: 518.129639
	Iteration 9F: 3 clusters Score -19688.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Entering Unmasked Estep 
Score: -14118214.000000 Penalty: 43858.617188
Splitting cluster 27 changes total score from -14109912.000000 to -14118214.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 28 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -145228.546875 Penalty: 354.363617
	Iteration 0F: 2 clusters Score -145228.5 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 1203 members 
Entering Unmasked Estep 
Score: -143516.984375 Penalty: 708.727234
	Iteration 0F: 3 clusters Score -143517 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -144094.125000 Penalty: 708.727234
	Iteration 1F: 3 clusters Score -144094.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -144169.953125 Penalty: 708.727234
	Iteration 2F: 3 clusters Score -144170 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -144264.359375 Penalty: 708.727234
	Iteration 3F: 3 clusters Score -144264.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -144373.171875 Penalty: 708.727234
	Iteration 4F: 3 clusters Score -144373.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -144515.500000 Penalty: 708.727234
	Iteration 5F: 3 clusters Score -144515.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -144689.765625 Penalty: 708.727234
	Iteration 6F: 3 clusters Score -144689.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -144825.093750 Penalty: 708.727234
	Iteration 7F: 3 clusters Score -144825.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -144916.875000 Penalty: 708.727234
	Iteration 8Q: 3 clusters Score -144916.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -144950.250000 Penalty: 708.727234
	Iteration 9Q: 3 clusters Score -144950.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -144965.609375 Penalty: 708.727234
	Iteration 10Q: 3 clusters Score -144965.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -144970.265625 Penalty: 708.727234
	Iteration 11Q: 3 clusters Score -144970.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -144972.343750 Penalty: 708.727234
	Iteration 12Q: 3 clusters Score -144972.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -144973.062500 Penalty: 708.727234
	Iteration 13Q: 3 clusters Score -144973.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -144973.859375 Penalty: 708.727234
	Iteration 14Q: 3 clusters Score -144973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -144974.828125 Penalty: 708.727234
	Iteration 15Q: 3 clusters Score -144974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -144975.718750 Penalty: 708.727234
	Iteration 16Q: 3 clusters Score -144975.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -144977.250000 Penalty: 708.727234
	Iteration 17Q: 3 clusters Score -144977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -144978.390625 Penalty: 708.727234
	Iteration 18Q: 3 clusters Score -144978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -144979.718750 Penalty: 708.727234
	Iteration 19Q: 3 clusters Score -144979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -144981.312500 Penalty: 708.727234
	Iteration 20F: 3 clusters Score -144981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -144983.031250 Penalty: 708.727234
	Iteration 21Q: 3 clusters Score -144983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -144983.765625 Penalty: 708.727234
	Iteration 22Q: 3 clusters Score -144983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -144984.171875 Penalty: 708.727234
	Iteration 23Q: 3 clusters Score -144984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -144984.984375 Penalty: 708.727234
	Iteration 24Q: 3 clusters Score -144985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -144985.359375 Penalty: 708.727234
	Iteration 25Q: 3 clusters Score -144985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -144985.750000 Penalty: 708.727234
	Iteration 26Q: 3 clusters Score -144985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -144985.750000 Penalty: 708.727234
	Iteration 27Q: 3 clusters Score -144985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -144985.890625 Penalty: 708.727234
	Iteration 28Q: 3 clusters Score -144985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -144985.890625 Penalty: 708.727234
	Iteration 29F: 3 clusters Score -144985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -43729.734375 Penalty: 300.355957
	Iteration 0F: 2 clusters Score -43729.73 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 362 members 
Entering Unmasked Estep 
Score: -43092.246094 Penalty: 600.711914
	Iteration 0F: 3 clusters Score -43092.25 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43319.507812 Penalty: 600.711914
	Iteration 1F: 3 clusters Score -43319.51 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43368.195312 Penalty: 600.711914
	Iteration 2F: 3 clusters Score -43368.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -43413.296875 Penalty: 600.711914
	Iteration 3F: 3 clusters Score -43413.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43451.539062 Penalty: 600.711914
	Iteration 4Q: 3 clusters Score -43451.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43485.214844 Penalty: 600.711914
	Iteration 5Q: 3 clusters Score -43485.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43503.222656 Penalty: 600.711914
	Iteration 6Q: 3 clusters Score -43503.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43523.730469 Penalty: 600.711914
	Iteration 7Q: 3 clusters Score -43523.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43537.968750 Penalty: 600.711914
	Iteration 8Q: 3 clusters Score -43537.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43544.273438 Penalty: 600.711914
	Iteration 9Q: 3 clusters Score -43544.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43551.824219 Penalty: 600.711914
	Iteration 10Q: 3 clusters Score -43551.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43558.312500 Penalty: 600.711914
	Iteration 11Q: 3 clusters Score -43558.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43572.359375 Penalty: 600.711914
	Iteration 12Q: 3 clusters Score -43572.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43592.316406 Penalty: 600.711914
	Iteration 13Q: 3 clusters Score -43592.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43601.863281 Penalty: 600.711914
	Iteration 14Q: 3 clusters Score -43601.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43616.710938 Penalty: 600.711914
	Iteration 15Q: 3 clusters Score -43616.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43625.808594 Penalty: 600.711914
	Iteration 16Q: 3 clusters Score -43625.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43630.722656 Penalty: 600.711914
	Iteration 17Q: 3 clusters Score -43630.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43635.554688 Penalty: 600.711914
	Iteration 18Q: 3 clusters Score -43635.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43640.265625 Penalty: 600.711914
	Iteration 19Q: 3 clusters Score -43640.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43643.878906 Penalty: 600.711914
	Iteration 20F: 3 clusters Score -43643.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43649.031250 Penalty: 600.711914
	Iteration 21Q: 3 clusters Score -43649.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43661.925781 Penalty: 600.711914
	Iteration 22Q: 3 clusters Score -43661.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43670.769531 Penalty: 600.711914
	Iteration 23Q: 3 clusters Score -43670.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43675.917969 Penalty: 600.711914
	Iteration 24Q: 3 clusters Score -43675.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43677.632812 Penalty: 600.711914
	Iteration 25Q: 3 clusters Score -43677.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43677.984375 Penalty: 600.711914
	Iteration 26Q: 3 clusters Score -43677.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43678.472656 Penalty: 600.711914
	Iteration 27Q: 3 clusters Score -43678.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43679.164062 Penalty: 600.711914
	Iteration 28Q: 3 clusters Score -43679.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43679.980469 Penalty: 600.711914
	Iteration 29Q: 3 clusters Score -43679.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43680.554688 Penalty: 600.711914
	Iteration 30Q: 3 clusters Score -43680.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43682.328125 Penalty: 600.711914
	Iteration 31Q: 3 clusters Score -43682.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43682.773438 Penalty: 600.711914
	Iteration 32Q: 3 clusters Score -43682.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43683.238281 Penalty: 600.711914
	Iteration 33Q: 3 clusters Score -43683.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43683.238281 Penalty: 600.711914
	Iteration 34F: 3 clusters Score -43683.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -6077.979492 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -6077.979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5842.947754 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -5842.948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5934.932129 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -5934.932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5997.050293 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -5997.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6012.775391 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -6012.775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6024.657715 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -6024.658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6028.434570 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -6028.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6032.322754 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -6032.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6032.322754 Penalty: 447.718262
	Iteration 7F: 3 clusters Score -6032.323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -12831.919922 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -12831.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12535.983398 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -12535.98 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12668.634766 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -12668.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12691.714844 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -12691.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12716.258789 Penalty: 506.022034
	Iteration 3F: 3 clusters Score -12716.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12750.791992 Penalty: 506.022034
	Iteration 4F: 3 clusters Score -12750.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12794.210938 Penalty: 506.022034
	Iteration 5F: 3 clusters Score -12794.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12849.127930 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -12849.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12882.356445 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -12882.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12903.965820 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -12903.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12917.267578 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -12917.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12925.703125 Penalty: 506.022034
	Iteration 10Q: 3 clusters Score -12925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12949.509766 Penalty: 506.022034
	Iteration 11Q: 3 clusters Score -12949.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12992.039062 Penalty: 506.022034
	Iteration 12Q: 3 clusters Score -12992.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13007.402344 Penalty: 506.022034
	Iteration 13Q: 3 clusters Score -13007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13020.293945 Penalty: 506.022034
	Iteration 14Q: 3 clusters Score -13020.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13042.501953 Penalty: 506.022034
	Iteration 15Q: 3 clusters Score -13042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13063.775391 Penalty: 506.022034
	Iteration 16Q: 3 clusters Score -13063.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13080.814453 Penalty: 506.022034
	Iteration 17Q: 3 clusters Score -13080.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13083.523438 Penalty: 506.022034
	Iteration 18Q: 3 clusters Score -13083.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13087.678711 Penalty: 506.022034
	Iteration 19Q: 3 clusters Score -13087.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13120.160156 Penalty: 506.022034
	Iteration 20F: 3 clusters Score -13120.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13216.476562 Penalty: 506.022034
	Iteration 21Q: 3 clusters Score -13216.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13409.098633 Penalty: 506.022034
	Iteration 22Q: 3 clusters Score -13409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13693.720703 Penalty: 506.022034
	Iteration 23Q: 3 clusters Score -13693.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13693.720703 Penalty: 506.022034
	Iteration 24F: 3 clusters Score -13693.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Entering Unmasked Estep 
Score: -14118767.000000 Penalty: 44420.906250
Splitting cluster 31 changes total score from -14109912.000000 to -14118767.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 32 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -37872.796875 Penalty: 294.138763
	Iteration 0F: 2 clusters Score -37872.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37278.878906 Penalty: 588.277527
	Iteration 0F: 3 clusters Score -37278.88 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37495.667969 Penalty: 588.277527
	Iteration 1F: 3 clusters Score -37495.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37551.937500 Penalty: 588.277527
	Iteration 2F: 3 clusters Score -37551.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37591.777344 Penalty: 588.277527
	Iteration 3F: 3 clusters Score -37591.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37637.480469 Penalty: 588.277527
	Iteration 4F: 3 clusters Score -37637.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37662.929688 Penalty: 588.277527
	Iteration 5Q: 3 clusters Score -37662.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37688.769531 Penalty: 588.277527
	Iteration 6Q: 3 clusters Score -37688.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37716.386719 Penalty: 588.277527
	Iteration 7Q: 3 clusters Score -37716.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37728.695312 Penalty: 588.277527
	Iteration 8Q: 3 clusters Score -37728.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37733.871094 Penalty: 588.277527
	Iteration 9Q: 3 clusters Score -37733.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37739.046875 Penalty: 588.277527
	Iteration 10Q: 3 clusters Score -37739.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37746.226562 Penalty: 588.277527
	Iteration 11Q: 3 clusters Score -37746.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37750.546875 Penalty: 588.277527
	Iteration 12Q: 3 clusters Score -37750.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37761.898438 Penalty: 588.277527
	Iteration 13Q: 3 clusters Score -37761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37773.332031 Penalty: 588.277527
	Iteration 14Q: 3 clusters Score -37773.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37782.253906 Penalty: 588.277527
	Iteration 15Q: 3 clusters Score -37782.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37789.167969 Penalty: 588.277527
	Iteration 16Q: 3 clusters Score -37789.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37791.113281 Penalty: 588.277527
	Iteration 17Q: 3 clusters Score -37791.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37792.425781 Penalty: 588.277527
	Iteration 18Q: 3 clusters Score -37792.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37793.171875 Penalty: 588.277527
	Iteration 19Q: 3 clusters Score -37793.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37793.171875 Penalty: 588.277527
	Iteration 20F: 3 clusters Score -37793.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -21811.242188 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -21811.24 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 241 members 
Entering Unmasked Estep 
Score: -21338.138672 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -21338.14 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21480.789062 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -21480.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21543.650391 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -21543.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21574.226562 Penalty: 561.624756
	Iteration 3F: 3 clusters Score -21574.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21581.812500 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -21581.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21593.000000 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -21593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21597.281250 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -21597.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21599.441406 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -21599.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21602.087891 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -21602.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21602.591797 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -21602.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21602.871094 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -21602.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21603.154297 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -21603.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21603.222656 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -21603.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21603.222656 Penalty: 561.624756
	Iteration 13F: 3 clusters Score -21603.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -119870.351562 Penalty: 344.149261
	Iteration 0F: 2 clusters Score -119870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -118772.156250 Penalty: 688.298523
	Iteration 0F: 3 clusters Score -118772.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -121320.742188 Penalty: 688.298523
	Iteration 1F: 3 clusters Score -121320.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122003.500000 Penalty: 688.298523
	Iteration 2F: 3 clusters Score -122003.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122306.234375 Penalty: 688.298523
	Iteration 3F: 3 clusters Score -122306.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122458.101562 Penalty: 688.298523
	Iteration 4Q: 3 clusters Score -122458.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122541.390625 Penalty: 688.298523
	Iteration 5Q: 3 clusters Score -122541.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -122567.242188 Penalty: 688.298523
	Iteration 6Q: 3 clusters Score -122567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -122573.828125 Penalty: 688.298523
	Iteration 7Q: 3 clusters Score -122573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -122577.750000 Penalty: 688.298523
	Iteration 8Q: 3 clusters Score -122577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122581.718750 Penalty: 688.298523
	Iteration 9Q: 3 clusters Score -122581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -122585.046875 Penalty: 688.298523
	Iteration 10Q: 3 clusters Score -122585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122586.476562 Penalty: 688.298523
	Iteration 11Q: 3 clusters Score -122586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -122587.492188 Penalty: 688.298523
	Iteration 12Q: 3 clusters Score -122587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -122588.250000 Penalty: 688.298523
	Iteration 13Q: 3 clusters Score -122588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -122588.656250 Penalty: 688.298523
	Iteration 14Q: 3 clusters Score -122588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -122589.164062 Penalty: 688.298523
	Iteration 15Q: 3 clusters Score -122589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -122590.140625 Penalty: 688.298523
	Iteration 16Q: 3 clusters Score -122590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122591.648438 Penalty: 688.298523
	Iteration 17Q: 3 clusters Score -122591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122593.085938 Penalty: 688.298523
	Iteration 18Q: 3 clusters Score -122593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122593.992188 Penalty: 688.298523
	Iteration 19Q: 3 clusters Score -122594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -122595.218750 Penalty: 688.298523
	Iteration 20F: 3 clusters Score -122595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122596.445312 Penalty: 688.298523
	Iteration 21Q: 3 clusters Score -122596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -122597.906250 Penalty: 688.298523
	Iteration 22Q: 3 clusters Score -122597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -122599.429688 Penalty: 688.298523
	Iteration 23Q: 3 clusters Score -122599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -122600.703125 Penalty: 688.298523
	Iteration 24Q: 3 clusters Score -122600.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -122602.414062 Penalty: 688.298523
	Iteration 25Q: 3 clusters Score -122602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122604.507812 Penalty: 688.298523
	Iteration 26Q: 3 clusters Score -122604.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -122609.000000 Penalty: 688.298523
	Iteration 27Q: 3 clusters Score -122609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -122614.070312 Penalty: 688.298523
	Iteration 28Q: 3 clusters Score -122614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -122616.140625 Penalty: 688.298523
	Iteration 29Q: 3 clusters Score -122616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122616.406250 Penalty: 688.298523
	Iteration 30Q: 3 clusters Score -122616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122617.296875 Penalty: 688.298523
	Iteration 31Q: 3 clusters Score -122617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122617.867188 Penalty: 688.298523
	Iteration 32Q: 3 clusters Score -122617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -122619.546875 Penalty: 688.298523
	Iteration 33Q: 3 clusters Score -122619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -122620.492188 Penalty: 688.298523
	Iteration 34Q: 3 clusters Score -122620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122620.867188 Penalty: 688.298523
	Iteration 35Q: 3 clusters Score -122620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122621.320312 Penalty: 688.298523
	Iteration 36Q: 3 clusters Score -122621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122621.382812 Penalty: 688.298523
	Iteration 37Q: 3 clusters Score -122621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122621.382812 Penalty: 688.298523
	Iteration 38F: 3 clusters Score -122621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 557 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Entering Unmasked Estep 
Score: -14121298.000000 Penalty: 44983.195312
Splitting cluster 34 changes total score from -14109912.000000 to -14121298.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 35 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -29924.367188 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -29924.37 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 282 members 
Entering Unmasked Estep 
Score: -29438.023438 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -29438.02 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29842.039062 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -29842.04 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30047.714844 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -30047.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30144.808594 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -30144.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30171.068359 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -30171.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30184.623047 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -30184.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30193.037109 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -30193.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30197.019531 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -30197.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30198.029297 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -30198.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30198.814453 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -30198.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30199.242188 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -30199.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30199.242188 Penalty: 575.353394
	Iteration 11F: 3 clusters Score -30199.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Entering Unmasked Estep 
Score: -14121294.000000 Penalty: 45545.484375
Splitting cluster 35 changes total score from -14109912.000000 to -14121294.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 36 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -10625.102539 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -10625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10287.810547 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -10287.81 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10753.082031 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -10753.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10837.257812 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -10837.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10859.437500 Penalty: 541.271179
	Iteration 3Q: 3 clusters Score -10859.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10874.019531 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -10874.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10895.345703 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -10895.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10981.969727 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -10981.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11090.667969 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -11090.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11119.118164 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -11119.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11121.901367 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -11121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11130.525391 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -11130.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11131.385742 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -11131.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11131.938477 Penalty: 541.271179
	Iteration 12Q: 3 clusters Score -11131.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11133.219727 Penalty: 541.271179
	Iteration 13F: 3 clusters Score -11133.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11159.583008 Penalty: 541.271179
	Iteration 14Q: 3 clusters Score -11159.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11191.920898 Penalty: 541.271179
	Iteration 15Q: 3 clusters Score -11191.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11192.399414 Penalty: 541.271179
	Iteration 16Q: 3 clusters Score -11192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11192.791016 Penalty: 541.271179
	Iteration 17Q: 3 clusters Score -11192.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11193.343750 Penalty: 541.271179
	Iteration 18Q: 3 clusters Score -11193.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11196.966797 Penalty: 541.271179
	Iteration 19Q: 3 clusters Score -11196.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11198.102539 Penalty: 541.271179
	Iteration 20F: 3 clusters Score -11198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11201.524414 Penalty: 541.271179
	Iteration 21Q: 3 clusters Score -11201.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11207.308594 Penalty: 541.271179
	Iteration 22Q: 3 clusters Score -11207.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11209.081055 Penalty: 541.271179
	Iteration 23Q: 3 clusters Score -11209.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11209.801758 Penalty: 541.271179
	Iteration 24Q: 3 clusters Score -11209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11209.801758 Penalty: 541.271179
	Iteration 25F: 3 clusters Score -11209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1886 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Entering Unmasked Estep 
Score: -14121592.000000 Penalty: 46107.777344
Splitting cluster 36 changes total score from -14109912.000000 to -14121592.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 37 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -125168.984375 Penalty: 343.170715
	Iteration 0F: 2 clusters Score -125169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -123917.546875 Penalty: 686.341431
	Iteration 0F: 3 clusters Score -123917.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -124975.734375 Penalty: 686.341431
	Iteration 1F: 3 clusters Score -124975.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125308.375000 Penalty: 686.341431
	Iteration 2F: 3 clusters Score -125308.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125507.000000 Penalty: 686.341431
	Iteration 3F: 3 clusters Score -125507 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125627.796875 Penalty: 686.341431
	Iteration 4F: 3 clusters Score -125627.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125698.593750 Penalty: 686.341431
	Iteration 5Q: 3 clusters Score -125698.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125740.054688 Penalty: 686.341431
	Iteration 6Q: 3 clusters Score -125740.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125779.226562 Penalty: 686.341431
	Iteration 7Q: 3 clusters Score -125779.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125876.625000 Penalty: 686.341431
	Iteration 8Q: 3 clusters Score -125876.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126093.750000 Penalty: 686.341431
	Iteration 9Q: 3 clusters Score -126093.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126236.585938 Penalty: 686.341431
	Iteration 10Q: 3 clusters Score -126236.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126279.648438 Penalty: 686.341431
	Iteration 11Q: 3 clusters Score -126279.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -126307.109375 Penalty: 686.341431
	Iteration 12Q: 3 clusters Score -126307.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -126338.421875 Penalty: 686.341431
	Iteration 13Q: 3 clusters Score -126338.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -126364.328125 Penalty: 686.341431
	Iteration 14Q: 3 clusters Score -126364.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126389.820312 Penalty: 686.341431
	Iteration 15Q: 3 clusters Score -126389.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -126414.265625 Penalty: 686.341431
	Iteration 16Q: 3 clusters Score -126414.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -126450.101562 Penalty: 686.341431
	Iteration 17Q: 3 clusters Score -126450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126470.375000 Penalty: 686.341431
	Iteration 18Q: 3 clusters Score -126470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126493.789062 Penalty: 686.341431
	Iteration 19Q: 3 clusters Score -126493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126550.476562 Penalty: 686.341431
	Iteration 20F: 3 clusters Score -126550.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -126661.546875 Penalty: 686.341431
	Iteration 21Q: 3 clusters Score -126661.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -126743.671875 Penalty: 686.341431
	Iteration 22Q: 3 clusters Score -126743.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -126813.515625 Penalty: 686.341431
	Iteration 23Q: 3 clusters Score -126813.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -126924.984375 Penalty: 686.341431
	Iteration 24Q: 3 clusters Score -126925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -127070.898438 Penalty: 686.341431
	Iteration 25Q: 3 clusters Score -127070.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127293.812500 Penalty: 686.341431
	Iteration 26Q: 3 clusters Score -127293.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127491.617188 Penalty: 686.341431
	Iteration 27Q: 3 clusters Score -127491.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127661.984375 Penalty: 686.341431
	Iteration 28Q: 3 clusters Score -127662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -127805.445312 Penalty: 686.341431
	Iteration 29Q: 3 clusters Score -127805.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127929.718750 Penalty: 686.341431
	Iteration 30Q: 3 clusters Score -127929.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -128063.773438 Penalty: 686.341431
	Iteration 31Q: 3 clusters Score -128063.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128229.218750 Penalty: 686.341431
	Iteration 32Q: 3 clusters Score -128229.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128292.632812 Penalty: 686.341431
	Iteration 33Q: 3 clusters Score -128292.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -128300.093750 Penalty: 686.341431
	Iteration 34Q: 3 clusters Score -128300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -128304.101562 Penalty: 686.341431
	Iteration 35Q: 3 clusters Score -128304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128304.210938 Penalty: 686.341431
	Iteration 36Q: 3 clusters Score -128304.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128304.507812 Penalty: 686.341431
	Iteration 37Q: 3 clusters Score -128304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128304.789062 Penalty: 686.341431
	Iteration 38Q: 3 clusters Score -128304.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128312.820312 Penalty: 686.341431
	Iteration 39F: 3 clusters Score -128312.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -128316.742188 Penalty: 686.341431
	Iteration 40F: 3 clusters Score -128316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128318.187500 Penalty: 686.341431
	Iteration 41Q: 3 clusters Score -128318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128319.171875 Penalty: 686.341431
	Iteration 42Q: 3 clusters Score -128319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128319.343750 Penalty: 686.341431
	Iteration 43Q: 3 clusters Score -128319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128319.625000 Penalty: 686.341431
	Iteration 44Q: 3 clusters Score -128319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128319.632812 Penalty: 686.341431
	Iteration 45Q: 3 clusters Score -128319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128320.078125 Penalty: 686.341431
	Iteration 46Q: 3 clusters Score -128320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128320.078125 Penalty: 686.341431
	Iteration 47F: 3 clusters Score -128320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Entering Unmasked Estep 
Score: -14124526.000000 Penalty: 46670.066406
Splitting cluster 37 changes total score from -14109912.000000 to -14124526.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 38 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8792.880859 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8792.881 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 92 members 
Entering Unmasked Estep 
Score: -8527.496094 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8527.496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8610.896484 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8610.896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8630.324219 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -8630.324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8642.753906 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -8642.754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8646.380859 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -8646.381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8648.033203 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -8648.033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8649.613281 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -8649.613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8651.851562 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -8651.852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8653.814453 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -8653.814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8653.814453 Penalty: 477.479187
	Iteration 9F: 3 clusters Score -8653.814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -171911.843750 Penalty: 364.742493
	Iteration 0F: 2 clusters Score -171911.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -169821.328125 Penalty: 729.484985
	Iteration 0F: 3 clusters Score -169821.3 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -170814.031250 Penalty: 729.484985
	Iteration 1F: 3 clusters Score -170814 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -171087.187500 Penalty: 729.484985
	Iteration 2F: 3 clusters Score -171087.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -171234.953125 Penalty: 729.484985
	Iteration 3F: 3 clusters Score -171235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -171325.921875 Penalty: 729.484985
	Iteration 4F: 3 clusters Score -171325.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -171386.656250 Penalty: 729.484985
	Iteration 5Q: 3 clusters Score -171386.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -171415.062500 Penalty: 729.484985
	Iteration 6Q: 3 clusters Score -171415.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -171446.281250 Penalty: 729.484985
	Iteration 7Q: 3 clusters Score -171446.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -171483.015625 Penalty: 729.484985
	Iteration 8Q: 3 clusters Score -171483 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -171519.578125 Penalty: 729.484985
	Iteration 9Q: 3 clusters Score -171519.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -171566.828125 Penalty: 729.484985
	Iteration 10Q: 3 clusters Score -171566.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -171627.015625 Penalty: 729.484985
	Iteration 11Q: 3 clusters Score -171627 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -171703.328125 Penalty: 729.484985
	Iteration 12Q: 3 clusters Score -171703.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -171782.593750 Penalty: 729.484985
	Iteration 13Q: 3 clusters Score -171782.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -171845.828125 Penalty: 729.484985
	Iteration 14Q: 3 clusters Score -171845.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -171874.171875 Penalty: 729.484985
	Iteration 15Q: 3 clusters Score -171874.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -171892.515625 Penalty: 729.484985
	Iteration 16Q: 3 clusters Score -171892.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -171909.937500 Penalty: 729.484985
	Iteration 17Q: 3 clusters Score -171909.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -171920.609375 Penalty: 729.484985
	Iteration 18Q: 3 clusters Score -171920.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -171929.109375 Penalty: 729.484985
	Iteration 19Q: 3 clusters Score -171929.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -171944.312500 Penalty: 729.484985
	Iteration 20F: 3 clusters Score -171944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -171955.546875 Penalty: 729.484985
	Iteration 21Q: 3 clusters Score -171955.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -171967.625000 Penalty: 729.484985
	Iteration 22Q: 3 clusters Score -171967.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -171988.843750 Penalty: 729.484985
	Iteration 23Q: 3 clusters Score -171988.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -172002.953125 Penalty: 729.484985
	Iteration 24Q: 3 clusters Score -172003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -172020.953125 Penalty: 729.484985
	Iteration 25Q: 3 clusters Score -172021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -172042.687500 Penalty: 729.484985
	Iteration 26Q: 3 clusters Score -172042.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -172056.171875 Penalty: 729.484985
	Iteration 27Q: 3 clusters Score -172056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -172064.828125 Penalty: 729.484985
	Iteration 28Q: 3 clusters Score -172064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -172070.875000 Penalty: 729.484985
	Iteration 29Q: 3 clusters Score -172070.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -172083.421875 Penalty: 729.484985
	Iteration 30Q: 3 clusters Score -172083.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -172088.781250 Penalty: 729.484985
	Iteration 31Q: 3 clusters Score -172088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -172095.750000 Penalty: 729.484985
	Iteration 32Q: 3 clusters Score -172095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -172100.265625 Penalty: 729.484985
	Iteration 33Q: 3 clusters Score -172100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -172101.265625 Penalty: 729.484985
	Iteration 34Q: 3 clusters Score -172101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -172102.812500 Penalty: 729.484985
	Iteration 35Q: 3 clusters Score -172102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -172103.484375 Penalty: 729.484985
	Iteration 36Q: 3 clusters Score -172103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -172103.484375 Penalty: 729.484985
	Iteration 37F: 3 clusters Score -172103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 662 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Entering Unmasked Estep 
Score: -14124537.000000 Penalty: 47232.355469
Splitting cluster 39 changes total score from -14109912.000000 to -14124537.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 40 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -1441336.125000 Penalty: 443.339691
	Iteration 0F: 2 clusters Score -1441336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1432660.875000 Penalty: 886.679382
	Iteration 0F: 3 clusters Score -1432661 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1437595.500000 Penalty: 886.679382
	Iteration 1F: 3 clusters Score -1437596 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1437979.250000 Penalty: 886.679382
	Iteration 2F: 3 clusters Score -1437979 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1438389.500000 Penalty: 886.679382
	Iteration 3F: 3 clusters Score -1438390 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1438832.250000 Penalty: 886.679382
	Iteration 4F: 3 clusters Score -1438832 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1439347.125000 Penalty: 886.679382
	Iteration 5F: 3 clusters Score -1439347 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1439926.750000 Penalty: 886.679382
	Iteration 6F: 3 clusters Score -1439927 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1440398.500000 Penalty: 886.679382
	Iteration 7F: 3 clusters Score -1440398 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1440628.125000 Penalty: 886.679382
	Iteration 8Q: 3 clusters Score -1440628 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1440674.750000 Penalty: 886.679382
	Iteration 9Q: 3 clusters Score -1440675 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1440668.125000 Penalty: 886.679382
	Iteration 10Q: 3 clusters Score -1440668 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1440665.625000 Penalty: 886.679382
	Iteration 11Q: 3 clusters Score -1440666 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1440644.625000 Penalty: 886.679382
	Iteration 12Q: 3 clusters Score -1440645 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1440638.625000 Penalty: 886.679382
	Iteration 13Q: 3 clusters Score -1440639 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1440629.500000 Penalty: 886.679382
	Iteration 14Q: 3 clusters Score -1440630 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1440632.000000 Penalty: 886.679382
	Iteration 15Q: 3 clusters Score -1440632 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1440635.875000 Penalty: 886.679382
	Iteration 16Q: 3 clusters Score -1440636 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1440644.500000 Penalty: 886.679382
	Iteration 17Q: 3 clusters Score -1440644 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1440641.375000 Penalty: 886.679382
	Iteration 18Q: 3 clusters Score -1440641 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1440653.250000 Penalty: 886.679382
	Iteration 19Q: 3 clusters Score -1440653 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1440661.500000 Penalty: 886.679382
	Iteration 20F: 3 clusters Score -1440662 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1440679.125000 Penalty: 886.679382
	Iteration 21Q: 3 clusters Score -1440679 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1440695.625000 Penalty: 886.679382
	Iteration 22Q: 3 clusters Score -1440696 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1440696.375000 Penalty: 886.679382
	Iteration 23Q: 3 clusters Score -1440696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1440694.875000 Penalty: 886.679382
	Iteration 24Q: 3 clusters Score -1440695 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1440709.750000 Penalty: 886.679382
	Iteration 25Q: 3 clusters Score -1440710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1440716.125000 Penalty: 886.679382
	Iteration 26Q: 3 clusters Score -1440716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1440726.875000 Penalty: 886.679382
	Iteration 27Q: 3 clusters Score -1440727 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1440727.625000 Penalty: 886.679382
	Iteration 28Q: 3 clusters Score -1440728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1440744.125000 Penalty: 886.679382
	Iteration 29Q: 3 clusters Score -1440744 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1440749.625000 Penalty: 886.679382
	Iteration 30Q: 3 clusters Score -1440750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1440758.000000 Penalty: 886.679382
	Iteration 31Q: 3 clusters Score -1440758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1440767.750000 Penalty: 886.679382
	Iteration 32Q: 3 clusters Score -1440768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1440766.875000 Penalty: 886.679382
	Iteration 33Q: 3 clusters Score -1440767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1440768.625000 Penalty: 886.679382
	Iteration 34Q: 3 clusters Score -1440769 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1440760.250000 Penalty: 886.679382
	Iteration 35Q: 3 clusters Score -1440760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1440769.125000 Penalty: 886.679382
	Iteration 36Q: 3 clusters Score -1440769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1440770.375000 Penalty: 886.679382
	Iteration 37Q: 3 clusters Score -1440770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1440761.125000 Penalty: 886.679382
	Iteration 38Q: 3 clusters Score -1440761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1440762.000000 Penalty: 886.679382
	Iteration 39Q: 3 clusters Score -1440762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1440762.250000 Penalty: 886.679382
	Iteration 40F: 3 clusters Score -1440762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1440758.875000 Penalty: 886.679382
	Iteration 41Q: 3 clusters Score -1440759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1440757.625000 Penalty: 886.679382
	Iteration 42Q: 3 clusters Score -1440758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1440752.750000 Penalty: 886.679382
	Iteration 43Q: 3 clusters Score -1440753 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1440756.250000 Penalty: 886.679382
	Iteration 44Q: 3 clusters Score -1440756 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1440734.625000 Penalty: 886.679382
	Iteration 45Q: 3 clusters Score -1440735 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1440725.000000 Penalty: 886.679382
	Iteration 46Q: 3 clusters Score -1440725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1440719.625000 Penalty: 886.679382
	Iteration 47Q: 3 clusters Score -1440720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1440699 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1440688.875000 Penalty: 886.679382
	Iteration 49Q: 3 clusters Score -1440689 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1440698 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1440694 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1440687 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1440677.625000 Penalty: 886.679382
	Iteration 53Q: 3 clusters Score -1440678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1440681 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1440680.875000 Penalty: 886.679382
	Iteration 55Q: 3 clusters Score -1440681 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1440681 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1440678 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1440679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1440676.250000 Penalty: 886.679382
	Iteration 59Q: 3 clusters Score -1440676 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1440673 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1440677 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1440686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1440689 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1440700 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1440707.250000 Penalty: 886.679382
	Iteration 65Q: 3 clusters Score -1440707 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1440723.000000 Penalty: 886.679382
	Iteration 66Q: 3 clusters Score -1440723 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1440737 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1440738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1440739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1440746.250000 Penalty: 886.679382
	Iteration 70Q: 3 clusters Score -1440746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1440746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1440749.000000 Penalty: 886.679382
	Iteration 72Q: 3 clusters Score -1440749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1440749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1440746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1440748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1440752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1440755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1440757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1440757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1440758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1440757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1440761.000000 Penalty: 886.679382
	Iteration 82Q: 3 clusters Score -1440761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1440769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1440757.500000 Penalty: 886.679382
	Iteration 84Q: 3 clusters Score -1440758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1440760.250000 Penalty: 886.679382
	Iteration 85Q: 3 clusters Score -1440760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1440760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1440756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1440752.250000 Penalty: 886.679382
	Iteration 88Q: 3 clusters Score -1440752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1440750.375000 Penalty: 886.679382
	Iteration 89Q: 3 clusters Score -1440750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1440750.125000 Penalty: 886.679382
	Iteration 90Q: 3 clusters Score -1440750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1440749.125000 Penalty: 886.679382
	Iteration 91Q: 3 clusters Score -1440749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1440756.875000 Penalty: 886.679382
	Iteration 92Q: 3 clusters Score -1440757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1440752.625000 Penalty: 886.679382
	Iteration 93Q: 3 clusters Score -1440753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1440747.500000 Penalty: 886.679382
	Iteration 94Q: 3 clusters Score -1440748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1440744.500000 Penalty: 886.679382
	Iteration 95Q: 3 clusters Score -1440744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1440747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1440743.875000 Penalty: 886.679382
	Iteration 97Q: 3 clusters Score -1440744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1440747.750000 Penalty: 886.679382
	Iteration 98Q: 3 clusters Score -1440748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1440748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1440743.250000 Penalty: 886.679382
	Iteration 100F: 3 clusters Score -1440743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1440740.500000 Penalty: 886.679382
	Iteration 101Q: 3 clusters Score -1440740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1440741.500000 Penalty: 886.679382
	Iteration 102Q: 3 clusters Score -1440742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1440736.625000 Penalty: 886.679382
	Iteration 103Q: 3 clusters Score -1440737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1440734.000000 Penalty: 886.679382
	Iteration 104Q: 3 clusters Score -1440734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1440736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1440723.625000 Penalty: 886.679382
	Iteration 106Q: 3 clusters Score -1440724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1440722.750000 Penalty: 886.679382
	Iteration 107Q: 3 clusters Score -1440723 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1440725.750000 Penalty: 886.679382
	Iteration 108Q: 3 clusters Score -1440726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1440723.875000 Penalty: 886.679382
	Iteration 109Q: 3 clusters Score -1440724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1440717.250000 Penalty: 886.679382
	Iteration 110Q: 3 clusters Score -1440717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1440716.125000 Penalty: 886.679382
	Iteration 111Q: 3 clusters Score -1440716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1440710.500000 Penalty: 886.679382
	Iteration 112Q: 3 clusters Score -1440710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1440703.375000 Penalty: 886.679382
	Iteration 113Q: 3 clusters Score -1440703 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1440704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1440703.875000 Penalty: 886.679382
	Iteration 115Q: 3 clusters Score -1440704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1440697.625000 Penalty: 886.679382
	Iteration 116Q: 3 clusters Score -1440698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1440698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1440698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1440689.500000 Penalty: 886.679382
	Iteration 119Q: 3 clusters Score -1440690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1440688.250000 Penalty: 886.679382
	Iteration 120F: 3 clusters Score -1440688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1440688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1440687.250000 Penalty: 886.679382
	Iteration 122Q: 3 clusters Score -1440687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1440685 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1440686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1440684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1440687.750000 Penalty: 886.679382
	Iteration 126Q: 3 clusters Score -1440688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1440684 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1440682.750000 Penalty: 886.679382
	Iteration 128Q: 3 clusters Score -1440683 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1440681.250000 Penalty: 886.679382
	Iteration 129Q: 3 clusters Score -1440681 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1440684 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1440680.750000 Penalty: 886.679382
	Iteration 131Q: 3 clusters Score -1440681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1440682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1440679.250000 Penalty: 886.679382
	Iteration 133Q: 3 clusters Score -1440679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1440685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1440688 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1440688 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1440684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1440686.875000 Penalty: 886.679382
	Iteration 138Q: 3 clusters Score -1440687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1440687.000000 Penalty: 886.679382
	Iteration 139Q: 3 clusters Score -1440687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1440683.750000 Penalty: 886.679382
	Iteration 140F: 3 clusters Score -1440684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1440684.375000 Penalty: 886.679382
	Iteration 141Q: 3 clusters Score -1440684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1440684.375000 Penalty: 886.679382
	Iteration 142Q: 3 clusters Score -1440684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1440685.250000 Penalty: 886.679382
	Iteration 143Q: 3 clusters Score -1440685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1440684.250000 Penalty: 886.679382
	Iteration 144Q: 3 clusters Score -1440684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1440685.500000 Penalty: 886.679382
	Iteration 145Q: 3 clusters Score -1440686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1440685.500000 Penalty: 886.679382
	Iteration 146F: 3 clusters Score -1440686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 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 957 members 
Entering Unmasked Estep 
Score: -114244.851562 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114244.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -114633.867188 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114633.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -114690.843750 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114690.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -114743.109375 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114743.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -114791.828125 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -114791.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -114833.390625 Penalty: 685.468750
	Iteration 5Q: 3 clusters Score -114833.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -114874.656250 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -114874.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -114909.609375 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -114909.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -114956.507812 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -114956.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -114996.000000 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -114996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -115038.593750 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115038.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -115093.273438 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115093.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -115147.109375 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115147.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -115174.101562 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115174.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -115195.273438 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115195.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -115213.492188 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115213.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -115225.750000 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -115225.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -115236.281250 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -115236.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -115248.929688 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -115248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -115255.203125 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -115255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -115260.835938 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -115260.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -115266.679688 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -115266.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -115275.546875 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -115275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -115279.882812 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -115279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -115290.593750 Penalty: 685.468750
	Iteration 24Q: 3 clusters Score -115290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -115295.015625 Penalty: 685.468750
	Iteration 25Q: 3 clusters Score -115295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -115299.492188 Penalty: 685.468750
	Iteration 26Q: 3 clusters Score -115299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -115302.757812 Penalty: 685.468750
	Iteration 27Q: 3 clusters Score -115302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -115306.148438 Penalty: 685.468750
	Iteration 28Q: 3 clusters Score -115306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -115306.539062 Penalty: 685.468750
	Iteration 29Q: 3 clusters Score -115306.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -115306.539062 Penalty: 685.468750
	Iteration 30F: 3 clusters Score -115306.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -47704.664062 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -47704.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -46999.289062 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -46999.29 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -47227.074219 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -47227.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -47275.933594 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -47275.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -47313.203125 Penalty: 614.880859
	Iteration 3Q: 3 clusters Score -47313.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -47339.402344 Penalty: 614.880859
	Iteration 4Q: 3 clusters Score -47339.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47352.980469 Penalty: 614.880859
	Iteration 5Q: 3 clusters Score -47352.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -47366.398438 Penalty: 614.880859
	Iteration 6Q: 3 clusters Score -47366.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47379.015625 Penalty: 614.880859
	Iteration 7Q: 3 clusters Score -47379.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47388.964844 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -47388.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -47397.226562 Penalty: 614.880859
	Iteration 9Q: 3 clusters Score -47397.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -47407.371094 Penalty: 614.880859
	Iteration 10Q: 3 clusters Score -47407.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -47418.890625 Penalty: 614.880859
	Iteration 11Q: 3 clusters Score -47418.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -47436.785156 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -47436.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -47450.132812 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -47450.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47468.976562 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -47468.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -47483.175781 Penalty: 614.880859
	Iteration 15Q: 3 clusters Score -47483.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47503.859375 Penalty: 614.880859
	Iteration 16Q: 3 clusters Score -47503.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47519.511719 Penalty: 614.880859
	Iteration 17Q: 3 clusters Score -47519.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -47528.992188 Penalty: 614.880859
	Iteration 18Q: 3 clusters Score -47528.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -47532.855469 Penalty: 614.880859
	Iteration 19Q: 3 clusters Score -47532.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -47535.304688 Penalty: 614.880859
	Iteration 20F: 3 clusters Score -47535.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -47542.679688 Penalty: 614.880859
	Iteration 21Q: 3 clusters Score -47542.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -47559.308594 Penalty: 614.880859
	Iteration 22Q: 3 clusters Score -47559.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -47586.621094 Penalty: 614.880859
	Iteration 23Q: 3 clusters Score -47586.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -47601.523438 Penalty: 614.880859
	Iteration 24Q: 3 clusters Score -47601.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -47603.335938 Penalty: 614.880859
	Iteration 25Q: 3 clusters Score -47603.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -47603.335938 Penalty: 614.880859
	Iteration 26F: 3 clusters Score -47603.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -37627.308594 Penalty: 295.534576
	Iteration 0F: 2 clusters Score -37627.31 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 359 members 
Entering Unmasked Estep 
Score: -37031.097656 Penalty: 591.069153
	Iteration 0F: 3 clusters Score -37031.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37205.585938 Penalty: 591.069153
	Iteration 1F: 3 clusters Score -37205.59 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -37323.324219 Penalty: 591.069153
	Iteration 2F: 3 clusters Score -37323.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -37435.191406 Penalty: 591.069153
	Iteration 3F: 3 clusters Score -37435.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37534.546875 Penalty: 591.069153
	Iteration 4F: 3 clusters Score -37534.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37605.312500 Penalty: 591.069153
	Iteration 5F: 3 clusters Score -37605.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37623.839844 Penalty: 591.069153
	Iteration 6Q: 3 clusters Score -37623.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37629.367188 Penalty: 591.069153
	Iteration 7Q: 3 clusters Score -37629.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37632.945312 Penalty: 591.069153
	Iteration 8Q: 3 clusters Score -37632.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37632.945312 Penalty: 591.069153
	Iteration 9F: 3 clusters Score -37632.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Entering Unmasked Estep 
Score: -14124274.000000 Penalty: 47794.644531
Splitting cluster 43 changes total score from -14109912.000000 to -14124274.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 44 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -24839.343750 Penalty: 282.490845
	Iteration 0F: 2 clusters Score -24839.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24450.115234 Penalty: 564.981689
	Iteration 0F: 3 clusters Score -24450.12 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24877.910156 Penalty: 564.981689
	Iteration 1F: 3 clusters Score -24877.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24966.605469 Penalty: 564.981689
	Iteration 2F: 3 clusters Score -24966.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24985.474609 Penalty: 564.981689
	Iteration 3Q: 3 clusters Score -24985.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24995.189453 Penalty: 564.981689
	Iteration 4Q: 3 clusters Score -24995.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24997.951172 Penalty: 564.981689
	Iteration 5Q: 3 clusters Score -24997.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24999.443359 Penalty: 564.981689
	Iteration 6Q: 3 clusters Score -24999.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24999.718750 Penalty: 564.981689
	Iteration 7Q: 3 clusters Score -24999.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24999.718750 Penalty: 564.981689
	Iteration 8F: 3 clusters Score -24999.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 520 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Mstep: Class 86 contains 106 members 
Entering Unmasked Estep 
Score: -14124153.000000 Penalty: 48356.933594
Splitting cluster 44 changes total score from -14109912.000000 to -14124153.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 45 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -5709.987793 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -5709.988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5502.569824 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5502.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5556.318848 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5556.319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5569.512207 Penalty: 434.900208
	Iteration 2Q: 3 clusters Score -5569.512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5586.214844 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5586.215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5596.450684 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -5596.451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5596.450684 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -5596.451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -22422.070312 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -22422.07 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 168 members 
Entering Unmasked Estep 
Score: -22021.960938 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -22021.96 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22146.623047 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -22146.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22187.195312 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -22187.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22221.173828 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -22221.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22253.919922 Penalty: 537.387939
	Iteration 4F: 3 clusters Score -22253.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22275.251953 Penalty: 537.387939
	Iteration 5F: 3 clusters Score -22275.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22294.900391 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -22294.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22305.669922 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -22305.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22307.097656 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -22307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22309.878906 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -22309.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22316.714844 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -22316.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22319.207031 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -22319.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22320.062500 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -22320.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22320.062500 Penalty: 537.387939
	Iteration 13F: 3 clusters Score -22320.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -93827.601562 Penalty: 335.173248
	Iteration 0F: 2 clusters Score -93827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -92635.617188 Penalty: 670.346497
	Iteration 0F: 3 clusters Score -92635.62 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -93072.820312 Penalty: 670.346497
	Iteration 1F: 3 clusters Score -93072.82 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -93142.406250 Penalty: 670.346497
	Iteration 2F: 3 clusters Score -93142.41 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -93224.718750 Penalty: 670.346497
	Iteration 3F: 3 clusters Score -93224.72 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -93303.000000 Penalty: 670.346497
	Iteration 4F: 3 clusters Score -93303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -93360.945312 Penalty: 670.346497
	Iteration 5F: 3 clusters Score -93360.95 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -93410.734375 Penalty: 670.346497
	Iteration 6Q: 3 clusters Score -93410.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -93445.218750 Penalty: 670.346497
	Iteration 7Q: 3 clusters Score -93445.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93471.296875 Penalty: 670.346497
	Iteration 8Q: 3 clusters Score -93471.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -93506.703125 Penalty: 670.346497
	Iteration 9Q: 3 clusters Score -93506.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -93531.718750 Penalty: 670.346497
	Iteration 10Q: 3 clusters Score -93531.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -93545.640625 Penalty: 670.346497
	Iteration 11Q: 3 clusters Score -93545.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -93553.132812 Penalty: 670.346497
	Iteration 12Q: 3 clusters Score -93553.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -93559.687500 Penalty: 670.346497
	Iteration 13Q: 3 clusters Score -93559.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -93564.265625 Penalty: 670.346497
	Iteration 14Q: 3 clusters Score -93564.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -93567.554688 Penalty: 670.346497
	Iteration 15Q: 3 clusters Score -93567.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -93571.703125 Penalty: 670.346497
	Iteration 16Q: 3 clusters Score -93571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93573.476562 Penalty: 670.346497
	Iteration 17Q: 3 clusters Score -93573.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -93575.062500 Penalty: 670.346497
	Iteration 18Q: 3 clusters Score -93575.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -93576.085938 Penalty: 670.346497
	Iteration 19Q: 3 clusters Score -93576.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93576.460938 Penalty: 670.346497
	Iteration 20F: 3 clusters Score -93576.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -93576.382812 Penalty: 670.346497
	Iteration 21Q: 3 clusters Score -93576.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -93576.382812 Penalty: 670.346497
	Iteration 22F: 3 clusters Score -93576.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -31881.931641 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -31881.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31413.271484 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -31413.27 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31765.492188 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -31765.49 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31934.431641 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -31934.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32090.134766 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -32090.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32172.230469 Penalty: 569.098450
	Iteration 4F: 3 clusters Score -32172.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32218.238281 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -32218.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32257.894531 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -32257.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32276.175781 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -32276.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32319.253906 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -32319.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32368.955078 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -32368.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32375.035156 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -32375.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32377.544922 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -32377.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32379.494141 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -32379.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32380.072266 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -32380.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32380.746094 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -32380.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32381.554688 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -32381.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32381.554688 Penalty: 569.098450
	Iteration 16F: 3 clusters Score -32381.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 380 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 671 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Mstep: Class 86 contains 106 members 
Mstep: Class 87 contains 140 members 
Entering Unmasked Estep 
Score: -14124375.000000 Penalty: 48919.226562
Splitting cluster 48 changes total score from -14109912.000000 to -14124375.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 49 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -64545.621094 Penalty: 322.370422
	Iteration 0F: 2 clusters Score -64545.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -63596.238281 Penalty: 644.740845
	Iteration 0F: 3 clusters Score -63596.24 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -63886.109375 Penalty: 644.740845
	Iteration 1F: 3 clusters Score -63886.11 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -63967.304688 Penalty: 644.740845
	Iteration 2F: 3 clusters Score -63967.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -64031.515625 Penalty: 644.740845
	Iteration 3F: 3 clusters Score -64031.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -64085.914062 Penalty: 644.740845
	Iteration 4F: 3 clusters Score -64085.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -64120.640625 Penalty: 644.740845
	Iteration 5Q: 3 clusters Score -64120.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -64136.410156 Penalty: 644.740845
	Iteration 6Q: 3 clusters Score -64136.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -64152.953125 Penalty: 644.740845
	Iteration 7Q: 3 clusters Score -64152.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -64163.593750 Penalty: 644.740845
	Iteration 8Q: 3 clusters Score -64163.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -64176.960938 Penalty: 644.740845
	Iteration 9Q: 3 clusters Score -64176.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -64192.542969 Penalty: 644.740845
	Iteration 10Q: 3 clusters Score -64192.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -64211.621094 Penalty: 644.740845
	Iteration 11Q: 3 clusters Score -64211.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -64232.609375 Penalty: 644.740845
	Iteration 12Q: 3 clusters Score -64232.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -64257.406250 Penalty: 644.740845
	Iteration 13Q: 3 clusters Score -64257.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -64273.769531 Penalty: 644.740845
	Iteration 14Q: 3 clusters Score -64273.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -64286.621094 Penalty: 644.740845
	Iteration 15Q: 3 clusters Score -64286.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -64300.199219 Penalty: 644.740845
	Iteration 16Q: 3 clusters Score -64300.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -64312.597656 Penalty: 644.740845
	Iteration 17Q: 3 clusters Score -64312.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -64319.863281 Penalty: 644.740845
	Iteration 18Q: 3 clusters Score -64319.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -64329.238281 Penalty: 644.740845
	Iteration 19Q: 3 clusters Score -64329.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -64343.414062 Penalty: 644.740845
	Iteration 20F: 3 clusters Score -64343.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -64355.574219 Penalty: 644.740845
	Iteration 21Q: 3 clusters Score -64355.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -64362.089844 Penalty: 644.740845
	Iteration 22Q: 3 clusters Score -64362.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -64364.515625 Penalty: 644.740845
	Iteration 23Q: 3 clusters Score -64364.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -64366.441406 Penalty: 644.740845
	Iteration 24Q: 3 clusters Score -64366.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -64369.335938 Penalty: 644.740845
	Iteration 25Q: 3 clusters Score -64369.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -64371.238281 Penalty: 644.740845
	Iteration 26Q: 3 clusters Score -64371.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -64372.292969 Penalty: 644.740845
	Iteration 27Q: 3 clusters Score -64372.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -64372.984375 Penalty: 644.740845
	Iteration 28Q: 3 clusters Score -64372.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -64373.792969 Penalty: 644.740845
	Iteration 29Q: 3 clusters Score -64373.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -64374.617188 Penalty: 644.740845
	Iteration 30Q: 3 clusters Score -64374.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64374.695312 Penalty: 644.740845
	Iteration 31Q: 3 clusters Score -64374.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64374.695312 Penalty: 644.740845
	Iteration 32F: 3 clusters Score -64374.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -33757.117188 Penalty: 294.632202
	Iteration 0F: 2 clusters Score -33757.12 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 327 members 
Entering Unmasked Estep 
Score: -33171.992188 Penalty: 589.264404
	Iteration 0F: 3 clusters Score -33171.99 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33401.128906 Penalty: 589.264404
	Iteration 1F: 3 clusters Score -33401.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33497.746094 Penalty: 589.264404
	Iteration 2F: 3 clusters Score -33497.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33569.265625 Penalty: 589.264404
	Iteration 3F: 3 clusters Score -33569.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33633.097656 Penalty: 589.264404
	Iteration 4F: 3 clusters Score -33633.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33671.453125 Penalty: 589.264404
	Iteration 5Q: 3 clusters Score -33671.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33701.523438 Penalty: 589.264404
	Iteration 6Q: 3 clusters Score -33701.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33709.972656 Penalty: 589.264404
	Iteration 7Q: 3 clusters Score -33709.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33716.085938 Penalty: 589.264404
	Iteration 8Q: 3 clusters Score -33716.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33719.523438 Penalty: 589.264404
	Iteration 9Q: 3 clusters Score -33719.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33720.523438 Penalty: 589.264404
	Iteration 10Q: 3 clusters Score -33720.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33721.328125 Penalty: 589.264404
	Iteration 11Q: 3 clusters Score -33721.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33722.011719 Penalty: 589.264404
	Iteration 12Q: 3 clusters Score -33722.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33722.011719 Penalty: 589.264404
	Iteration 13F: 3 clusters Score -33722.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -41098.175781 Penalty: 296.148987
	Iteration 0F: 2 clusters Score -41098.18 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 326 members 
Entering Unmasked Estep 
Score: -40505.613281 Penalty: 592.297974
	Iteration 0F: 3 clusters Score -40505.61 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40704.320312 Penalty: 592.297974
	Iteration 1F: 3 clusters Score -40704.32 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40825.972656 Penalty: 592.297974
	Iteration 2F: 3 clusters Score -40825.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40892.957031 Penalty: 592.297974
	Iteration 3F: 3 clusters Score -40892.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40934.382812 Penalty: 592.297974
	Iteration 4Q: 3 clusters Score -40934.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40978.125000 Penalty: 592.297974
	Iteration 5Q: 3 clusters Score -40978.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41036.441406 Penalty: 592.297974
	Iteration 6Q: 3 clusters Score -41036.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -41085.464844 Penalty: 592.297974
	Iteration 7Q: 3 clusters Score -41085.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41104.050781 Penalty: 592.297974
	Iteration 8Q: 3 clusters Score -41104.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41116.046875 Penalty: 592.297974
	Iteration 9Q: 3 clusters Score -41116.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41125.566406 Penalty: 592.297974
	Iteration 10Q: 3 clusters Score -41125.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41134.222656 Penalty: 592.297974
	Iteration 11Q: 3 clusters Score -41134.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -41146.042969 Penalty: 592.297974
	Iteration 12Q: 3 clusters Score -41146.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -41155.304688 Penalty: 592.297974
	Iteration 13Q: 3 clusters Score -41155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41161.796875 Penalty: 592.297974
	Iteration 14Q: 3 clusters Score -41161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -41173.011719 Penalty: 592.297974
	Iteration 15Q: 3 clusters Score -41173.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41182.277344 Penalty: 592.297974
	Iteration 16Q: 3 clusters Score -41182.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41184.035156 Penalty: 592.297974
	Iteration 17Q: 3 clusters Score -41184.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -41184.398438 Penalty: 592.297974
	Iteration 18Q: 3 clusters Score -41184.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41184.949219 Penalty: 592.297974
	Iteration 19Q: 3 clusters Score -41184.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41184.949219 Penalty: 592.297974
	Iteration 20F: 3 clusters Score -41184.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 380 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 291 members 
Mstep: Class 52 contains 665 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Mstep: Class 86 contains 106 members 
Mstep: Class 87 contains 140 members 
Mstep: Class 88 contains 380 members 
Entering Unmasked Estep 
Score: -14124181.000000 Penalty: 49481.515625
Splitting cluster 51 changes total score from -14109912.000000 to -14124181.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 52 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -28181.376953 Penalty: 295.740295
	Iteration 0F: 2 clusters Score -28181.38 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 347 members 
Entering Unmasked Estep 
Score: -27594.332031 Penalty: 591.480591
	Iteration 0F: 3 clusters Score -27594.33 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -28066.330078 Penalty: 591.480591
	Iteration 1F: 3 clusters Score -28066.33 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28803.060547 Penalty: 591.480591
	Iteration 2F: 3 clusters Score -28803.06 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29055.730469 Penalty: 591.480591
	Iteration 3F: 3 clusters Score -29055.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29116.673828 Penalty: 591.480591
	Iteration 4Q: 3 clusters Score -29116.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29131.007812 Penalty: 591.480591
	Iteration 5Q: 3 clusters Score -29131.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29134.589844 Penalty: 591.480591
	Iteration 6Q: 3 clusters Score -29134.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29143.414062 Penalty: 591.480591
	Iteration 7Q: 3 clusters Score -29143.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29158.298828 Penalty: 591.480591
	Iteration 8Q: 3 clusters Score -29158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29161.966797 Penalty: 591.480591
	Iteration 9Q: 3 clusters Score -29161.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29161.966797 Penalty: 591.480591
	Iteration 10F: 3 clusters Score -29161.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 380 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 291 members 
Mstep: Class 52 contains 413 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Mstep: Class 86 contains 106 members 
Mstep: Class 87 contains 140 members 
Mstep: Class 88 contains 380 members 
Mstep: Class 89 contains 252 members 
Entering Unmasked Estep 
Score: -14124897.000000 Penalty: 50043.804688
Splitting cluster 52 changes total score from -14109912.000000 to -14124897.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 53 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -63696.097656 Penalty: 317.296204
	Iteration 0F: 2 clusters Score -63696.1 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 532 members 
Entering Unmasked Estep 
Score: -62858.664062 Penalty: 634.592407
	Iteration 0F: 3 clusters Score -62858.66 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63098.652344 Penalty: 634.592407
	Iteration 1F: 3 clusters Score -63098.65 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63159.394531 Penalty: 634.592407
	Iteration 2F: 3 clusters Score -63159.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -63202.187500 Penalty: 634.592407
	Iteration 3F: 3 clusters Score -63202.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63233.871094 Penalty: 634.592407
	Iteration 4F: 3 clusters Score -63233.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63248.171875 Penalty: 634.592407
	Iteration 5Q: 3 clusters Score -63248.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -63258.179688 Penalty: 634.592407
	Iteration 6Q: 3 clusters Score -63258.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63266.617188 Penalty: 634.592407
	Iteration 7Q: 3 clusters Score -63266.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63275.890625 Penalty: 634.592407
	Iteration 8Q: 3 clusters Score -63275.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63285.515625 Penalty: 634.592407
	Iteration 9Q: 3 clusters Score -63285.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63290.863281 Penalty: 634.592407
	Iteration 10Q: 3 clusters Score -63290.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63293.800781 Penalty: 634.592407
	Iteration 11Q: 3 clusters Score -63293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -63297.468750 Penalty: 634.592407
	Iteration 12Q: 3 clusters Score -63297.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -63300.925781 Penalty: 634.592407
	Iteration 13Q: 3 clusters Score -63300.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -63302.425781 Penalty: 634.592407
	Iteration 14Q: 3 clusters Score -63302.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63304.277344 Penalty: 634.592407
	Iteration 15Q: 3 clusters Score -63304.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63305.585938 Penalty: 634.592407
	Iteration 16Q: 3 clusters Score -63305.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63305.953125 Penalty: 634.592407
	Iteration 17Q: 3 clusters Score -63305.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63305.953125 Penalty: 634.592407
	Iteration 18F: 3 clusters Score -63305.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Entering Unmasked Estep 
Score: -443815.875000 Penalty: 402.233246
	Iteration 0F: 2 clusters Score -443815.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -439231.781250 Penalty: 804.466492
	Iteration 0F: 3 clusters Score -439231.8 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -441009.343750 Penalty: 804.466492
	Iteration 1F: 3 clusters Score -441009.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -441203.656250 Penalty: 804.466492
	Iteration 2F: 3 clusters Score -441203.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -441499.812500 Penalty: 804.466492
	Iteration 3F: 3 clusters Score -441499.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -441840.843750 Penalty: 804.466492
	Iteration 4F: 3 clusters Score -441840.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -442172.843750 Penalty: 804.466492
	Iteration 5F: 3 clusters Score -442172.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -442441.031250 Penalty: 804.466492
	Iteration 6F: 3 clusters Score -442441 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -442648.468750 Penalty: 804.466492
	Iteration 7Q: 3 clusters Score -442648.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -442799.750000 Penalty: 804.466492
	Iteration 8Q: 3 clusters Score -442799.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -442942.625000 Penalty: 804.466492
	Iteration 9Q: 3 clusters Score -442942.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -443072.062500 Penalty: 804.466492
	Iteration 10Q: 3 clusters Score -443072.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -443173.375000 Penalty: 804.466492
	Iteration 11Q: 3 clusters Score -443173.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -443268.656250 Penalty: 804.466492
	Iteration 12Q: 3 clusters Score -443268.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -443329.656250 Penalty: 804.466492
	Iteration 13Q: 3 clusters Score -443329.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -443373.187500 Penalty: 804.466492
	Iteration 14Q: 3 clusters Score -443373.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -443409.687500 Penalty: 804.466492
	Iteration 15Q: 3 clusters Score -443409.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -443457.125000 Penalty: 804.466492
	Iteration 16Q: 3 clusters Score -443457.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -443513.093750 Penalty: 804.466492
	Iteration 17Q: 3 clusters Score -443513.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -443547.718750 Penalty: 804.466492
	Iteration 18Q: 3 clusters Score -443547.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -443570.406250 Penalty: 804.466492
	Iteration 19Q: 3 clusters Score -443570.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -443589.093750 Penalty: 804.466492
	Iteration 20F: 3 clusters Score -443589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -443597.687500 Penalty: 804.466492
	Iteration 21Q: 3 clusters Score -443597.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -443606.437500 Penalty: 804.466492
	Iteration 22Q: 3 clusters Score -443606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -443613.937500 Penalty: 804.466492
	Iteration 23Q: 3 clusters Score -443613.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -443618.875000 Penalty: 804.466492
	Iteration 24Q: 3 clusters Score -443618.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -443624.906250 Penalty: 804.466492
	Iteration 25Q: 3 clusters Score -443624.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -443630.750000 Penalty: 804.466492
	Iteration 26Q: 3 clusters Score -443630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -443632.250000 Penalty: 804.466492
	Iteration 27Q: 3 clusters Score -443632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -443634.062500 Penalty: 804.466492
	Iteration 28Q: 3 clusters Score -443634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -443634.750000 Penalty: 804.466492
	Iteration 29Q: 3 clusters Score -443634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -443636.125000 Penalty: 804.466492
	Iteration 30Q: 3 clusters Score -443636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -443635.968750 Penalty: 804.466492
	Iteration 31Q: 3 clusters Score -443636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -443637.000000 Penalty: 804.466492
	Iteration 32Q: 3 clusters Score -443637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -443636.937500 Penalty: 804.466492
	Iteration 33Q: 3 clusters Score -443636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -443636.718750 Penalty: 804.466492
	Iteration 34Q: 3 clusters Score -443636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -443637.000000 Penalty: 804.466492
	Iteration 35Q: 3 clusters Score -443637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -443637.000000 Penalty: 804.466492
	Iteration 36F: 3 clusters Score -443637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -22362.353516 Penalty: 293.925659
	Iteration 0F: 2 clusters Score -22362.35 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 338 members 
Entering Unmasked Estep 
Score: -21819.931641 Penalty: 587.851318
	Iteration 0F: 3 clusters Score -21819.93 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22092.683594 Penalty: 587.851318
	Iteration 1F: 3 clusters Score -22092.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22180.570312 Penalty: 587.851318
	Iteration 2F: 3 clusters Score -22180.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22215.041016 Penalty: 587.851318
	Iteration 3F: 3 clusters Score -22215.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22228.154297 Penalty: 587.851318
	Iteration 4Q: 3 clusters Score -22228.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22237.562500 Penalty: 587.851318
	Iteration 5Q: 3 clusters Score -22237.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22247.050781 Penalty: 587.851318
	Iteration 6Q: 3 clusters Score -22247.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22255.919922 Penalty: 587.851318
	Iteration 7Q: 3 clusters Score -22255.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22268.109375 Penalty: 587.851318
	Iteration 8Q: 3 clusters Score -22268.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22271.902344 Penalty: 587.851318
	Iteration 9Q: 3 clusters Score -22271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22276.072266 Penalty: 587.851318
	Iteration 10Q: 3 clusters Score -22276.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22284.970703 Penalty: 587.851318
	Iteration 11Q: 3 clusters Score -22284.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22298.017578 Penalty: 587.851318
	Iteration 12Q: 3 clusters Score -22298.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22306.068359 Penalty: 587.851318
	Iteration 13Q: 3 clusters Score -22306.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22320.128906 Penalty: 587.851318
	Iteration 14Q: 3 clusters Score -22320.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22329.326172 Penalty: 587.851318
	Iteration 15Q: 3 clusters Score -22329.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22333.837891 Penalty: 587.851318
	Iteration 16Q: 3 clusters Score -22333.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22340.146484 Penalty: 587.851318
	Iteration 17Q: 3 clusters Score -22340.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22345.179688 Penalty: 587.851318
	Iteration 18Q: 3 clusters Score -22345.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22349.185547 Penalty: 587.851318
	Iteration 19Q: 3 clusters Score -22349.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22354.222656 Penalty: 587.851318
	Iteration 20F: 3 clusters Score -22354.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22356.964844 Penalty: 587.851318
	Iteration 21Q: 3 clusters Score -22356.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22357.349609 Penalty: 587.851318
	Iteration 22Q: 3 clusters Score -22357.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22357.523438 Penalty: 587.851318
	Iteration 23Q: 3 clusters Score -22357.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22357.523438 Penalty: 587.851318
	Iteration 24F: 3 clusters Score -22357.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7973.522461 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7973.522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8017.084961 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8017.085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8030.335938 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -8030.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8032.416992 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8032.417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8037.673340 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8037.673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8040.340820 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -8040.341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8041.118164 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -8041.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8041.118164 Penalty: 447.051605
	Iteration 7F: 3 clusters Score -8041.118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -20009.835938 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -20009.84 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 135 members 
Entering Unmasked Estep 
Score: -19659.630859 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -19659.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19831.330078 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -19831.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19899.037109 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -19899.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19922.685547 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -19922.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19955.957031 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -19955.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19995.669922 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -19995.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20020.445312 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -20020.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20049.734375 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -20049.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20064.960938 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -20064.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20078.439453 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -20078.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20102.562500 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -20102.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20122.101562 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -20122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20144.302734 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -20144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20165.816406 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -20165.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20181.404297 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -20181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20220.152344 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -20220.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20269.068359 Penalty: 520.249512
	Iteration 16Q: 3 clusters Score -20269.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20307.832031 Penalty: 520.249512
	Iteration 17Q: 3 clusters Score -20307.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20324.898438 Penalty: 520.249512
	Iteration 18Q: 3 clusters Score -20324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20333.226562 Penalty: 520.249512
	Iteration 19Q: 3 clusters Score -20333.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20337.628906 Penalty: 520.249512
	Iteration 20F: 3 clusters Score -20337.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20345.683594 Penalty: 520.249512
	Iteration 21Q: 3 clusters Score -20345.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20347.406250 Penalty: 520.249512
	Iteration 22Q: 3 clusters Score -20347.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20347.406250 Penalty: 520.249512
	Iteration 23F: 3 clusters Score -20347.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 380 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 291 members 
Mstep: Class 52 contains 413 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 416 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Mstep: Class 86 contains 106 members 
Mstep: Class 87 contains 140 members 
Mstep: Class 88 contains 380 members 
Mstep: Class 89 contains 252 members 
Mstep: Class 90 contains 173 members 
Entering Unmasked Estep 
Score: -14124930.000000 Penalty: 50606.093750
Splitting cluster 57 changes total score from -14109912.000000 to -14124930.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 58 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -24443.369141 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -24443.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24119.679688 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -24119.68 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24397.619141 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -24397.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24514.292969 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -24514.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24620.310547 Penalty: 548.792358
	Iteration 3Q: 3 clusters Score -24620.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24715.433594 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -24715.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24734.650391 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -24734.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24737.492188 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -24737.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24739.371094 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -24739.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24739.371094 Penalty: 548.792358
	Iteration 8F: 3 clusters Score -24739.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 380 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 291 members 
Mstep: Class 52 contains 413 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 346 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Mstep: Class 86 contains 106 members 
Mstep: Class 87 contains 140 members 
Mstep: Class 88 contains 380 members 
Mstep: Class 89 contains 252 members 
Mstep: Class 90 contains 173 members 
Mstep: Class 91 contains 70 members 
Entering Unmasked Estep 
Score: -14124932.000000 Penalty: 51168.386719
Splitting cluster 58 changes total score from -14109912.000000 to -14124932.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16616.968750 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -16616.97 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 169 members 
Entering Unmasked Estep 
Score: -16255.070312 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -16255.07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16457.326172 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -16457.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16571.666016 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -16571.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16637.796875 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -16637.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -16663.652344 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -16663.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16694.748047 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -16694.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -16708.771484 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -16708.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -16716.003906 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -16716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -16720.902344 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -16720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -16720.902344 Penalty: 527.164246
	Iteration 9F: 3 clusters Score -16720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 380 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 291 members 
Mstep: Class 52 contains 413 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 346 members 
Mstep: Class 59 contains 289 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Mstep: Class 86 contains 106 members 
Mstep: Class 87 contains 140 members 
Mstep: Class 88 contains 380 members 
Mstep: Class 89 contains 252 members 
Mstep: Class 90 contains 173 members 
Mstep: Class 91 contains 70 members 
Mstep: Class 92 contains 39 members 
Entering Unmasked Estep 
Score: -14124735.000000 Penalty: 51730.675781
Splitting cluster 59 changes total score from -14109912.000000 to -14124735.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 60 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -7491.307617 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -7491.308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7239.891113 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -7239.891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7351.101074 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -7351.101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7468.228516 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -7468.229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7610.619141 Penalty: 463.531250
	Iteration 3F: 3 clusters Score -7610.619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7779.238281 Penalty: 463.531250
	Iteration 4F: 3 clusters Score -7779.238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7865.470703 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -7865.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7878.720215 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -7878.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7878.720215 Penalty: 463.531250
	Iteration 7F: 3 clusters Score -7878.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 380 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 291 members 
Mstep: Class 52 contains 413 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 346 members 
Mstep: Class 59 contains 289 members 
Mstep: Class 60 contains 114 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Mstep: Class 63 contains 572 members 
Mstep: Class 64 contains 316 members 
Mstep: Class 65 contains 101 members 
Mstep: Class 66 contains 1428 members 
Mstep: Class 67 contains 1839 members 
Mstep: Class 68 contains 535 members 
Mstep: Class 69 contains 675 members 
Mstep: Class 70 contains 557 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 153 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 94028 members 
Mstep: Class 75 contains 787 members 
Mstep: Class 76 contains 14 members 
Mstep: Class 77 contains 299 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 790 members 
Mstep: Class 81 contains 153 members 
Mstep: Class 82 contains 222 members 
Mstep: Class 83 contains 675 members 
Mstep: Class 84 contains 1232 members 
Mstep: Class 85 contains 554 members 
Mstep: Class 86 contains 106 members 
Mstep: Class 87 contains 140 members 
Mstep: Class 88 contains 380 members 
Mstep: Class 89 contains 252 members 
Mstep: Class 90 contains 173 members 
Mstep: Class 91 contains 70 members 
Mstep: Class 92 contains 39 members 
Mstep: Class 93 contains 49 members 
Entering Unmasked Estep 
Score: -14124790.000000 Penalty: 52292.964844
Splitting cluster 60 changes total score from -14109912.000000 to -14124790.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 61 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3673.454834 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3673.455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3504.706299 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3504.706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3535.631836 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3535.632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3544.036377 Penalty: 389.176636
	Iteration 2Q: 3 clusters Score -3544.036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3546.333984 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -3546.334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3546.333984 Penalty: 389.176636
	Iteration 4F: 3 clusters Score -3546.334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -41506.304688 Penalty: 303.692535
	Iteration 0F: 2 clusters Score -41506.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40853.910156 Penalty: 607.385071
	Iteration 0F: 3 clusters Score -40853.91 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41063.968750 Penalty: 607.385071
	Iteration 1F: 3 clusters Score -41063.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -41112.367188 Penalty: 607.385071
	Iteration 2F: 3 clusters Score -41112.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41150.316406 Penalty: 607.385071
	Iteration 3F: 3 clusters Score -41150.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -41168.730469 Penalty: 607.385071
	Iteration 4Q: 3 clusters Score -41168.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -41196.625000 Penalty: 607.385071
	Iteration 5Q: 3 clusters Score -41196.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41235.898438 Penalty: 607.385071
	Iteration 6Q: 3 clusters Score -41235.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41280.039062 Penalty: 607.385071
	Iteration 7F: 3 clusters Score -41280.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41306.187500 Penalty: 607.385071
	Iteration 8Q: 3 clusters Score -41306.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41322.292969 Penalty: 607.385071
	Iteration 9Q: 3 clusters Score -41322.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41338.796875 Penalty: 607.385071
	Iteration 10Q: 3 clusters Score -41338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41350.195312 Penalty: 607.385071
	Iteration 11Q: 3 clusters Score -41350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41355.917969 Penalty: 607.385071
	Iteration 12Q: 3 clusters Score -41355.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41360.722656 Penalty: 607.385071
	Iteration 13Q: 3 clusters Score -41360.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41365.132812 Penalty: 607.385071
	Iteration 14Q: 3 clusters Score -41365.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41373.019531 Penalty: 607.385071
	Iteration 15Q: 3 clusters Score -41373.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41381.113281 Penalty: 607.385071
	Iteration 16Q: 3 clusters Score -41381.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41390.570312 Penalty: 607.385071
	Iteration 17Q: 3 clusters Score -41390.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41403.101562 Penalty: 607.385071
	Iteration 18Q: 3 clusters Score -41403.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41412.699219 Penalty: 607.385071
	Iteration 19Q: 3 clusters Score -41412.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41420.019531 Penalty: 607.385071
	Iteration 20F: 3 clusters Score -41420.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41423.796875 Penalty: 607.385071
	Iteration 21Q: 3 clusters Score -41423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41427.605469 Penalty: 607.385071
	Iteration 22Q: 3 clusters Score -41427.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41430.847656 Penalty: 607.385071
	Iteration 23Q: 3 clusters Score -41430.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41431.785156 Penalty: 607.385071
	Iteration 24Q: 3 clusters Score -41431.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41431.785156 Penalty: 607.385071
	Iteration 25F: 3 clusters Score -41431.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 796 members 
Mstep: Class 6 contains 9078 members 
Mstep: Class 7 contains 1830 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 146 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 119 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8519 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1755 members 
Mstep: Class 22 contains 50090 members 
Mstep: Class 23 contains 1822 members 
Mstep: Class 24 contains 1814 members 
Mstep: Class 25 contains 88 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 479 members 
Mstep: Class 34 contains 1137 members 
Mstep: Class 35 contains 404 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 17047 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 108 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 119 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1582 members 
Mstep: Class 48 contains 380 members 
Mstep: Class 49 contains 1194 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 291 members 
Mstep: Class 52 contains 413 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 6907 members 
Mstep: Class 55 contains 639 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 346 members 
Mstep: Class 59 contains 289 members 
Mstep: Class 60 contains 114 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 76. Lose 351.535217 but Gain 562.289062
Score: -14126446.000000 Penalty: 51730.675781
Iteration 119Q: 93 clusters Score -1.412645e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 143 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 684 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 300 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 128 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 50173 members 
Mstep: Class 23 contains 1827 members 
Mstep: Class 24 contains 1828 members 
Mstep: Class 25 contains 89 members 
Mstep: Class 26 contains 118 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 139 members 
Mstep: Class 31 contains 188 members 
Mstep: Class 32 contains 642 members 
Mstep: Class 33 contains 478 members 
Mstep: Class 34 contains 1224 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1213 members 
Mstep: Class 38 contains 190 members 
Mstep: Class 39 contains 1813 members 
Mstep: Class 40 contains 16996 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 886 members 
Mstep: Class 43 contains 122 members 
Mstep: Class 44 contains 391 members 
Mstep: Class 45 contains 117 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 1602 members 
Mstep: Class 48 contains 391 members 
Mstep: Class 49 contains 1186 members 
Mstep: Class 50 contains 641 members 
Mstep: Class 51 contains 300 members 
Mstep: Class 52 contains 414 members 
Mstep: Class 53 contains 1067 members 
Mstep: Class 54 contains 7014 members 
Mstep: Class 55 contains 636 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 295 members 
Mstep: Class 60 contains 120 members 
Mstep: Class 61 contains 72 members 
Mstep: Class 62 contains 804 members 
Mstep: Class 63 contains 564 members 
Mstep: Class 64 contains 305 members 
Mstep: Class 65 contains 104 members 
Mstep: Class 66 contains 1268 members 
Mstep: Class 67 contains 1874 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 670 members 
Mstep: Class 70 contains 545 members 
Mstep: Class 71 contains 135 members 
Mstep: Class 72 contains 132 members 
Mstep: Class 73 contains 90 members 
Mstep: Class 74 contains 93664 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 77 contains 287 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 66 members 
Mstep: Class 80 contains 777 members 
Mstep: Class 81 contains 158 members 
Mstep: Class 82 contains 223 members 
Mstep: Class 83 contains 721 members 
Mstep: Class 84 contains 1137 members 
Mstep: Class 85 contains 552 members 
Mstep: Class 86 contains 108 members 
Mstep: Class 87 contains 143 members 
Mstep: Class 88 contains 380 members 
Mstep: Class 89 contains 249 members 
Mstep: Class 90 contains 171 members 
Mstep: Class 91 contains 68 members 
Mstep: Class 92 contains 39 members 
Mstep: Class 93 contains 48 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 92. Lose 473.062561 but Gain 562.289062
Score: -14128545.000000 Penalty: 51168.386719
Iteration 120F: 92 clusters Score -1.412854e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 431 members 
Mstep: Class 5 contains 797 members 
Mstep: Class 6 contains 9272 members 
Mstep: Class 7 contains 2000 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 156 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 88 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 296 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 134 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 8472 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 49746 members 
Mstep: Class 23 contains 1825 members 
Mstep: Class 24 contains 1807 members 
Mstep: Class 25 contains 84 members 
Mstep: Class 26 contains 124 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 704 members 
Mstep: Class 30 contains 158 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 624 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1235 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 161 members 
Mstep: Class 37 contains 1207 members 
Mstep: Class 38 contains 191 members 
Mstep: Class 39 contains 1842 members 
Mstep: Class 40 contains 16942 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 859 members 
Mstep: Class 43 contains 134 members 
Mstep: Class 44 contains 393 members 
Mstep: Class 45 contains 115 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 1604 members 
Mstep: Class 48 contains 396 members 
Mstep: Class 49 contains 1184 members 
Mstep: Class 50 contains 630 members 
Mstep: Class 51 contains 306 members 
Mstep: Class 52 contains 414 members 
Mstep: Class 53 contains 1065 members 
Mstep: Class 54 contains 7126 members 
Mstep: Class 55 contains 625 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 394 members 
Mstep: Class 59 contains 311 members 
Mstep: Class 60 contains 123 members 
Mstep: Class 61 contains 67 members 
Mstep: Class 62 contains 795 members 
Mstep: Class 63 contains 583 members 
Mstep: Class 64 contains 300 members 
Mstep: Class 65 contains 114 members 
Mstep: Class 66 contains 1195 members 
Mstep: Class 67 contains 1892 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 668 members 
Mstep: Class 70 contains 541 members 
Mstep: Class 71 contains 139 members 
Mstep: Class 72 contains 127 members 
Mstep: Class 73 contains 89 members 
Mstep: Class 74 contains 93794 members 
Mstep: Class 75 contains 793 members 
Mstep: Class 77 contains 274 members 
Mstep: Class 78 contains 61 members 
Mstep: Class 79 contains 68 members 
Mstep: Class 80 contains 805 members 
Mstep: Class 81 contains 169 members 
Mstep: Class 82 contains 223 members 
Mstep: Class 83 contains 747 members 
Mstep: Class 84 contains 1259 members 
Mstep: Class 85 contains 548 members 
Mstep: Class 86 contains 108 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 403 members 
Mstep: Class 89 contains 247 members 
Mstep: Class 90 contains 183 members 
Mstep: Class 91 contains 80 members 
Mstep: Class 93 contains 48 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130161.000000 Penalty: 51168.386719
Iteration 121Q: 92 clusters Score -1.413016e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 130 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 799 members 
Mstep: Class 6 contains 9350 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 155 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 386 members 
Mstep: Class 13 contains 86 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 293 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 137 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 8457 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 49357 members 
Mstep: Class 23 contains 1828 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 83 members 
Mstep: Class 26 contains 132 members 
Mstep: Class 27 contains 242 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 689 members 
Mstep: Class 30 contains 162 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 614 members 
Mstep: Class 33 contains 460 members 
Mstep: Class 34 contains 1234 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 158 members 
Mstep: Class 37 contains 1211 members 
Mstep: Class 38 contains 192 members 
Mstep: Class 39 contains 1860 members 
Mstep: Class 40 contains 16909 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 141 members 
Mstep: Class 44 contains 393 members 
Mstep: Class 45 contains 114 members 
Mstep: Class 46 contains 364 members 
Mstep: Class 47 contains 1618 members 
Mstep: Class 48 contains 399 members 
Mstep: Class 49 contains 1179 members 
Mstep: Class 50 contains 619 members 
Mstep: Class 51 contains 312 members 
Mstep: Class 52 contains 415 members 
Mstep: Class 53 contains 1063 members 
Mstep: Class 54 contains 7234 members 
Mstep: Class 55 contains 624 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 407 members 
Mstep: Class 59 contains 316 members 
Mstep: Class 60 contains 125 members 
Mstep: Class 61 contains 66 members 
Mstep: Class 62 contains 798 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 295 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 1159 members 
Mstep: Class 67 contains 1899 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 668 members 
Mstep: Class 70 contains 542 members 
Mstep: Class 71 contains 145 members 
Mstep: Class 72 contains 124 members 
Mstep: Class 73 contains 92 members 
Mstep: Class 74 contains 93912 members 
Mstep: Class 75 contains 801 members 
Mstep: Class 77 contains 272 members 
Mstep: Class 78 contains 60 members 
Mstep: Class 79 contains 70 members 
Mstep: Class 80 contains 818 members 
Mstep: Class 81 contains 174 members 
Mstep: Class 82 contains 224 members 
Mstep: Class 83 contains 753 members 
Mstep: Class 84 contains 1333 members 
Mstep: Class 85 contains 546 members 
Mstep: Class 86 contains 109 members 
Mstep: Class 87 contains 150 members 
Mstep: Class 88 contains 413 members 
Mstep: Class 89 contains 243 members 
Mstep: Class 90 contains 187 members 
Mstep: Class 91 contains 83 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14131032.000000 Penalty: 51168.386719
Iteration 122Q: 92 clusters Score -1.413103e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 132 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 802 members 
Mstep: Class 6 contains 9431 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 155 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 84 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 141 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 8444 members 
Mstep: Class 20 contains 169 members 
Mstep: Class 21 contains 1756 members 
Mstep: Class 22 contains 49009 members 
Mstep: Class 23 contains 1829 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 133 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 604 members 
Mstep: Class 33 contains 461 members 
Mstep: Class 34 contains 1245 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1219 members 
Mstep: Class 38 contains 192 members 
Mstep: Class 39 contains 1883 members 
Mstep: Class 40 contains 16880 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 859 members 
Mstep: Class 43 contains 146 members 
Mstep: Class 44 contains 395 members 
Mstep: Class 45 contains 115 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1622 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1174 members 
Mstep: Class 50 contains 610 members 
Mstep: Class 51 contains 316 members 
Mstep: Class 52 contains 418 members 
Mstep: Class 53 contains 1061 members 
Mstep: Class 54 contains 7353 members 
Mstep: Class 55 contains 621 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 417 members 
Mstep: Class 59 contains 320 members 
Mstep: Class 60 contains 129 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 805 members 
Mstep: Class 63 contains 574 members 
Mstep: Class 64 contains 291 members 
Mstep: Class 65 contains 120 members 
Mstep: Class 66 contains 1140 members 
Mstep: Class 67 contains 1901 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 666 members 
Mstep: Class 70 contains 541 members 
Mstep: Class 71 contains 149 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 107 members 
Mstep: Class 74 contains 93987 members 
Mstep: Class 75 contains 806 members 
Mstep: Class 77 contains 272 members 
Mstep: Class 78 contains 58 members 
Mstep: Class 79 contains 71 members 
Mstep: Class 80 contains 823 members 
Mstep: Class 81 contains 178 members 
Mstep: Class 82 contains 224 members 
Mstep: Class 83 contains 747 members 
Mstep: Class 84 contains 1383 members 
Mstep: Class 85 contains 546 members 
Mstep: Class 86 contains 108 members 
Mstep: Class 87 contains 150 members 
Mstep: Class 88 contains 423 members 
Mstep: Class 89 contains 235 members 
Mstep: Class 90 contains 191 members 
Mstep: Class 91 contains 85 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14131459.000000 Penalty: 51168.386719
Iteration 123Q: 92 clusters Score -1.413146e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 467 members 
Mstep: Class 5 contains 806 members 
Mstep: Class 6 contains 9512 members 
Mstep: Class 7 contains 2067 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 153 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 83 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 146 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 8436 members 
Mstep: Class 20 contains 155 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 48731 members 
Mstep: Class 23 contains 1836 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 131 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 670 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 171 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 461 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1225 members 
Mstep: Class 38 contains 189 members 
Mstep: Class 39 contains 1892 members 
Mstep: Class 40 contains 16858 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 865 members 
Mstep: Class 43 contains 153 members 
Mstep: Class 44 contains 401 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1636 members 
Mstep: Class 48 contains 407 members 
Mstep: Class 49 contains 1171 members 
Mstep: Class 50 contains 603 members 
Mstep: Class 51 contains 319 members 
Mstep: Class 52 contains 420 members 
Mstep: Class 53 contains 1061 members 
Mstep: Class 54 contains 7490 members 
Mstep: Class 55 contains 620 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 423 members 
Mstep: Class 59 contains 322 members 
Mstep: Class 60 contains 134 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 815 members 
Mstep: Class 63 contains 566 members 
Mstep: Class 64 contains 285 members 
Mstep: Class 65 contains 120 members 
Mstep: Class 66 contains 1125 members 
Mstep: Class 67 contains 1902 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 543 members 
Mstep: Class 71 contains 151 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 124 members 
Mstep: Class 74 contains 93982 members 
Mstep: Class 75 contains 808 members 
Mstep: Class 77 contains 272 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 71 members 
Mstep: Class 80 contains 828 members 
Mstep: Class 81 contains 182 members 
Mstep: Class 82 contains 224 members 
Mstep: Class 83 contains 742 members 
Mstep: Class 84 contains 1418 members 
Mstep: Class 85 contains 545 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 436 members 
Mstep: Class 89 contains 231 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 87 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14131834.000000 Penalty: 51168.386719
Iteration 124Q: 92 clusters Score -1.413183e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 134 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 150 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 19 contains 8420 members 
Mstep: Class 20 contains 141 members 
Mstep: Class 21 contains 1754 members 
Mstep: Class 22 contains 48473 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 130 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 169 members 
Mstep: Class 32 contains 582 members 
Mstep: Class 33 contains 461 members 
Mstep: Class 34 contains 1267 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1229 members 
Mstep: Class 38 contains 186 members 
Mstep: Class 39 contains 1905 members 
Mstep: Class 40 contains 16835 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 868 members 
Mstep: Class 43 contains 155 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1654 members 
Mstep: Class 48 contains 405 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 598 members 
Mstep: Class 51 contains 323 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1061 members 
Mstep: Class 54 contains 7649 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 434 members 
Mstep: Class 59 contains 323 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 821 members 
Mstep: Class 63 contains 561 members 
Mstep: Class 64 contains 284 members 
Mstep: Class 65 contains 121 members 
Mstep: Class 66 contains 1106 members 
Mstep: Class 67 contains 1897 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 545 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 137 members 
Mstep: Class 74 contains 93949 members 
Mstep: Class 75 contains 812 members 
Mstep: Class 77 contains 272 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 71 members 
Mstep: Class 80 contains 832 members 
Mstep: Class 81 contains 187 members 
Mstep: Class 82 contains 224 members 
Mstep: Class 83 contains 739 members 
Mstep: Class 84 contains 1446 members 
Mstep: Class 85 contains 543 members 
Mstep: Class 86 contains 100 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 442 members 
Mstep: Class 89 contains 228 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 89 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14132273.000000 Penalty: 51168.386719
Iteration 125Q: 92 clusters Score -1.413227e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 2108 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 153 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8405 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 48247 members 
Mstep: Class 23 contains 1847 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 129 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 2413 members 
Mstep: Class 29 contains 645 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 163 members 
Mstep: Class 32 contains 574 members 
Mstep: Class 33 contains 461 members 
Mstep: Class 34 contains 1270 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 1236 members 
Mstep: Class 38 contains 185 members 
Mstep: Class 39 contains 1918 members 
Mstep: Class 40 contains 16819 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 869 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1681 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 595 members 
Mstep: Class 51 contains 327 members 
Mstep: Class 52 contains 426 members 
Mstep: Class 53 contains 1061 members 
Mstep: Class 54 contains 7818 members 
Mstep: Class 55 contains 618 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 324 members 
Mstep: Class 60 contains 142 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 826 members 
Mstep: Class 63 contains 561 members 
Mstep: Class 64 contains 279 members 
Mstep: Class 65 contains 120 members 
Mstep: Class 66 contains 1095 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 151 members 
Mstep: Class 74 contains 93860 members 
Mstep: Class 75 contains 817 members 
Mstep: Class 77 contains 272 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 71 members 
Mstep: Class 80 contains 839 members 
Mstep: Class 81 contains 192 members 
Mstep: Class 82 contains 225 members 
Mstep: Class 83 contains 732 members 
Mstep: Class 84 contains 1478 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 448 members 
Mstep: Class 89 contains 223 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14132676.000000 Penalty: 51168.386719
Iteration 126Q: 92 clusters Score -1.413268e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 6 contains 9747 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 290 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 155 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8393 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 48075 members 
Mstep: Class 23 contains 1852 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 132 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 637 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 158 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 460 members 
Mstep: Class 34 contains 1270 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1245 members 
Mstep: Class 38 contains 184 members 
Mstep: Class 39 contains 1932 members 
Mstep: Class 40 contains 16805 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 870 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1708 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 593 members 
Mstep: Class 51 contains 329 members 
Mstep: Class 52 contains 426 members 
Mstep: Class 53 contains 1060 members 
Mstep: Class 54 contains 7974 members 
Mstep: Class 55 contains 618 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 451 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 147 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 832 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 276 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1086 members 
Mstep: Class 67 contains 1886 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 548 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 156 members 
Mstep: Class 74 contains 93756 members 
Mstep: Class 75 contains 819 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 71 members 
Mstep: Class 80 contains 845 members 
Mstep: Class 81 contains 192 members 
Mstep: Class 82 contains 226 members 
Mstep: Class 83 contains 723 members 
Mstep: Class 84 contains 1493 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 102 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 223 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 92 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133045.000000 Penalty: 51168.386719
Iteration 127Q: 92 clusters Score -1.413304e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 9802 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 290 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 156 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 47941 members 
Mstep: Class 23 contains 1852 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 135 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 625 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 153 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 461 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1251 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 1947 members 
Mstep: Class 40 contains 16789 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 871 members 
Mstep: Class 43 contains 159 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1731 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 592 members 
Mstep: Class 51 contains 329 members 
Mstep: Class 52 contains 428 members 
Mstep: Class 53 contains 1059 members 
Mstep: Class 54 contains 8141 members 
Mstep: Class 55 contains 618 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 462 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 152 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 839 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 275 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1081 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 548 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 93628 members 
Mstep: Class 75 contains 820 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 71 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 192 members 
Mstep: Class 82 contains 227 members 
Mstep: Class 83 contains 717 members 
Mstep: Class 84 contains 1507 members 
Mstep: Class 85 contains 542 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 454 members 
Mstep: Class 89 contains 221 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 93 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133237.000000 Penalty: 51168.386719
Iteration 128Q: 92 clusters Score -1.413324e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 9866 members 
Mstep: Class 7 contains 2142 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8374 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 47835 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 1709 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 609 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 150 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1255 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 16779 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 873 members 
Mstep: Class 43 contains 160 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1741 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 591 members 
Mstep: Class 51 contains 330 members 
Mstep: Class 52 contains 427 members 
Mstep: Class 53 contains 1059 members 
Mstep: Class 54 contains 8314 members 
Mstep: Class 55 contains 618 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 479 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 155 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 842 members 
Mstep: Class 63 contains 554 members 
Mstep: Class 64 contains 275 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1077 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 93463 members 
Mstep: Class 75 contains 821 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 71 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 193 members 
Mstep: Class 82 contains 228 members 
Mstep: Class 83 contains 714 members 
Mstep: Class 84 contains 1518 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 453 members 
Mstep: Class 89 contains 221 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 92 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133406.000000 Penalty: 51168.386719
Iteration 129Q: 92 clusters Score -1.413341e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 9934 members 
Mstep: Class 7 contains 2149 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 160 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 47734 members 
Mstep: Class 23 contains 1858 members 
Mstep: Class 24 contains 1703 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 146 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1277 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1259 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 16771 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 872 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1753 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 588 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 425 members 
Mstep: Class 53 contains 1059 members 
Mstep: Class 54 contains 8511 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 844 members 
Mstep: Class 63 contains 554 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1075 members 
Mstep: Class 67 contains 1888 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 93259 members 
Mstep: Class 75 contains 823 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 71 members 
Mstep: Class 80 contains 851 members 
Mstep: Class 81 contains 194 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 710 members 
Mstep: Class 84 contains 1529 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 222 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 92 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133627.000000 Penalty: 51168.386719
Iteration 130Q: 92 clusters Score -1.413363e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 9990 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 162 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 47627 members 
Mstep: Class 23 contains 1864 members 
Mstep: Class 24 contains 1701 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 584 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 143 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1264 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 1983 members 
Mstep: Class 40 contains 16765 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 870 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1773 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 584 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 424 members 
Mstep: Class 53 contains 1059 members 
Mstep: Class 54 contains 8754 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 505 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 162 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 846 members 
Mstep: Class 63 contains 556 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1073 members 
Mstep: Class 67 contains 1888 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 118 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 93029 members 
Mstep: Class 75 contains 824 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 72 members 
Mstep: Class 80 contains 852 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 706 members 
Mstep: Class 84 contains 1542 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 223 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133938.000000 Penalty: 51168.386719
Iteration 131Q: 92 clusters Score -1.413394e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 10046 members 
Mstep: Class 7 contains 2159 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 166 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 47478 members 
Mstep: Class 23 contains 1873 members 
Mstep: Class 24 contains 1698 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 154 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1270 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 1995 members 
Mstep: Class 40 contains 16760 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 867 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1787 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 579 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1058 members 
Mstep: Class 54 contains 9019 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 509 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 151 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 852 members 
Mstep: Class 63 contains 558 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1073 members 
Mstep: Class 67 contains 1888 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 116 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 92823 members 
Mstep: Class 75 contains 827 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 853 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 700 members 
Mstep: Class 84 contains 1550 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134132.000000 Penalty: 51168.386719
Iteration 132Q: 92 clusters Score -1.413413e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 10121 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 173 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8349 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 47318 members 
Mstep: Class 23 contains 1885 members 
Mstep: Class 24 contains 1693 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 576 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 161 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2002 members 
Mstep: Class 40 contains 16757 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 863 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1796 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 572 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1057 members 
Mstep: Class 54 contains 9290 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 144 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 854 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1071 members 
Mstep: Class 67 contains 1888 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 92604 members 
Mstep: Class 75 contains 832 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 699 members 
Mstep: Class 84 contains 1558 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134250.000000 Penalty: 51168.386719
Iteration 133Q: 92 clusters Score -1.413425e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 10185 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 181 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 47140 members 
Mstep: Class 23 contains 1894 members 
Mstep: Class 24 contains 1691 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 161 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2013 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 861 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1808 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 564 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1057 members 
Mstep: Class 54 contains 9593 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 144 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 854 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1070 members 
Mstep: Class 67 contains 1888 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 92378 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 700 members 
Mstep: Class 84 contains 1567 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134495.000000 Penalty: 51168.386719
Iteration 134Q: 92 clusters Score -1.41345e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 10247 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 195 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 183 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 1684 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 162 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2024 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 862 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1818 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 562 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1056 members 
Mstep: Class 54 contains 9879 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 143 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 854 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1065 members 
Mstep: Class 67 contains 1888 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 92167 members 
Mstep: Class 75 contains 837 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 705 members 
Mstep: Class 84 contains 1581 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134608.000000 Penalty: 51168.386719
Iteration 135Q: 92 clusters Score -1.413461e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 10281 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1745 members 
Mstep: Class 22 contains 46841 members 
Mstep: Class 23 contains 1904 members 
Mstep: Class 24 contains 1680 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 162 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2037 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 863 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1826 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1054 members 
Mstep: Class 54 contains 10145 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 143 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 855 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1064 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 91964 members 
Mstep: Class 75 contains 838 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 708 members 
Mstep: Class 84 contains 1595 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134723.000000 Penalty: 51168.386719
Iteration 136Q: 92 clusters Score -1.413472e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 812 members 
Mstep: Class 6 contains 10312 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 196 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1746 members 
Mstep: Class 22 contains 46715 members 
Mstep: Class 23 contains 1909 members 
Mstep: Class 24 contains 1677 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 162 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2052 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 862 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1835 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1051 members 
Mstep: Class 54 contains 10408 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 143 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 855 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1062 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 91765 members 
Mstep: Class 75 contains 841 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 711 members 
Mstep: Class 84 contains 1602 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134850.000000 Penalty: 51168.386719
Iteration 137Q: 92 clusters Score -1.413485e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 10343 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 197 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8343 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 46616 members 
Mstep: Class 23 contains 1915 members 
Mstep: Class 24 contains 1671 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 162 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2065 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 861 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1841 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1049 members 
Mstep: Class 54 contains 10650 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 143 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 857 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 91563 members 
Mstep: Class 75 contains 845 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 711 members 
Mstep: Class 84 contains 1605 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134917.000000 Penalty: 51168.386719
Iteration 138Q: 92 clusters Score -1.413492e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 10361 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8341 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1748 members 
Mstep: Class 22 contains 46529 members 
Mstep: Class 23 contains 1922 members 
Mstep: Class 24 contains 1667 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 162 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2082 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 859 members 
Mstep: Class 43 contains 162 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1847 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1047 members 
Mstep: Class 54 contains 10858 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 143 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 857 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1060 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 91395 members 
Mstep: Class 75 contains 850 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1609 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135055.000000 Penalty: 51168.386719
Iteration 139Q: 92 clusters Score -1.413506e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 814 members 
Mstep: Class 6 contains 10379 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8342 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1750 members 
Mstep: Class 22 contains 46420 members 
Mstep: Class 23 contains 1929 members 
Mstep: Class 24 contains 1659 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 162 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2092 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 162 members 
Mstep: Class 44 contains 406 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 1850 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1044 members 
Mstep: Class 54 contains 11060 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 143 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 858 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 119 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 91260 members 
Mstep: Class 75 contains 857 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1612 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 101 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 452 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135156.000000 Penalty: 51168.386719
Iteration 140F: 92 clusters Score -1.413516e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 10397 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8338 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 46324 members 
Mstep: Class 23 contains 1933 members 
Mstep: Class 24 contains 1655 members 
Mstep: Class 25 contains 82 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 169 members 
Mstep: Class 32 contains 559 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2106 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 405 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1849 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1040 members 
Mstep: Class 54 contains 11272 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 136 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 858 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 124 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 91112 members 
Mstep: Class 75 contains 865 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1613 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 102 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 459 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135334.000000 Penalty: 51168.386719
Iteration 141Q: 92 clusters Score -1.413533e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 10413 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8333 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 46207 members 
Mstep: Class 23 contains 1937 members 
Mstep: Class 24 contains 1651 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2123 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1856 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 331 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1039 members 
Mstep: Class 54 contains 11461 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 131 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 858 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 91002 members 
Mstep: Class 75 contains 869 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1614 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 469 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 50 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135600.000000 Penalty: 51168.386719
Iteration 142Q: 92 clusters Score -1.41356e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 819 members 
Mstep: Class 6 contains 10430 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 46081 members 
Mstep: Class 23 contains 1941 members 
Mstep: Class 24 contains 1649 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2135 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1863 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 333 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 11641 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90905 members 
Mstep: Class 75 contains 872 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1616 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 471 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135740.000000 Penalty: 51168.386719
Iteration 143Q: 92 clusters Score -1.413574e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 6 contains 10451 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8329 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1751 members 
Mstep: Class 22 contains 45941 members 
Mstep: Class 23 contains 1945 members 
Mstep: Class 24 contains 1646 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 539 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2147 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1866 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 335 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 11811 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90833 members 
Mstep: Class 75 contains 875 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1618 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 475 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135789.000000 Penalty: 51168.386719
Iteration 144Q: 92 clusters Score -1.413579e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 824 members 
Mstep: Class 6 contains 10462 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8328 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1747 members 
Mstep: Class 22 contains 45811 members 
Mstep: Class 23 contains 1947 members 
Mstep: Class 24 contains 1645 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 536 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2155 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1869 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 337 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 11972 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 66 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90780 members 
Mstep: Class 75 contains 878 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1617 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 475 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135847.000000 Penalty: 51168.386719
Iteration 145Q: 92 clusters Score -1.413585e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 10465 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1745 members 
Mstep: Class 22 contains 45688 members 
Mstep: Class 23 contains 1950 members 
Mstep: Class 24 contains 1644 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 533 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2162 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1872 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 337 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1037 members 
Mstep: Class 54 contains 12095 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 66 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90760 members 
Mstep: Class 75 contains 881 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1620 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 478 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135896.000000 Penalty: 51168.386719
Iteration 146Q: 92 clusters Score -1.41359e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 10464 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1744 members 
Mstep: Class 22 contains 45573 members 
Mstep: Class 23 contains 1948 members 
Mstep: Class 24 contains 1643 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 532 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2171 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 847 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1872 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 337 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 12222 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 66 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90741 members 
Mstep: Class 75 contains 883 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1625 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 479 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135935.000000 Penalty: 51168.386719
Iteration 147Q: 92 clusters Score -1.413594e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 10460 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8323 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1741 members 
Mstep: Class 22 contains 45442 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 1643 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2180 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1876 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 337 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 12353 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 66 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90726 members 
Mstep: Class 75 contains 884 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1635 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 480 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136010.000000 Penalty: 51168.386719
Iteration 148Q: 92 clusters Score -1.413601e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 825 members 
Mstep: Class 6 contains 10451 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8321 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1741 members 
Mstep: Class 22 contains 45341 members 
Mstep: Class 23 contains 1952 members 
Mstep: Class 24 contains 1643 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 529 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2190 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 843 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1874 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 337 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 12471 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 66 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90702 members 
Mstep: Class 75 contains 885 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1642 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 482 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136056.000000 Penalty: 51168.386719
Iteration 149Q: 92 clusters Score -1.413606e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 826 members 
Mstep: Class 6 contains 10447 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8322 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 45214 members 
Mstep: Class 23 contains 1954 members 
Mstep: Class 24 contains 1643 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1276 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 841 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1876 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 337 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 12593 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 66 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1062 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90696 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 712 members 
Mstep: Class 84 contains 1648 members 
Mstep: Class 85 contains 538 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 484 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136094.000000 Penalty: 51168.386719
Iteration 150Q: 92 clusters Score -1.413609e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10439 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8323 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 45070 members 
Mstep: Class 23 contains 1953 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1275 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2203 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1879 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 337 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 12699 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 559 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1061 members 
Mstep: Class 67 contains 1887 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90726 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 714 members 
Mstep: Class 84 contains 1656 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136156.000000 Penalty: 51168.386719
Iteration 151Q: 92 clusters Score -1.413616e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10440 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8322 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44934 members 
Mstep: Class 23 contains 1957 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1274 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1272 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2206 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1879 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 12807 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1059 members 
Mstep: Class 67 contains 1886 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90744 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 854 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 717 members 
Mstep: Class 84 contains 1659 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136166.000000 Penalty: 51168.386719
Iteration 152Q: 92 clusters Score -1.413617e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10441 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44820 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1643 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1273 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1273 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2208 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1880 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 12892 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1058 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90769 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 855 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 719 members 
Mstep: Class 84 contains 1662 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136178.000000 Penalty: 51168.386719
Iteration 153Q: 92 clusters Score -1.413618e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10438 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8317 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44714 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1643 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1272 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1274 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2210 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1885 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 12970 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1057 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90795 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 857 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 719 members 
Mstep: Class 84 contains 1663 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136182.000000 Penalty: 51168.386719
Iteration 154Q: 92 clusters Score -1.413618e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10430 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8317 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44606 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1269 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1274 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2212 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1886 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1036 members 
Mstep: Class 54 contains 13060 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1055 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90815 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 860 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 721 members 
Mstep: Class 84 contains 1667 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136215.000000 Penalty: 51168.386719
Iteration 155Q: 92 clusters Score -1.413622e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10421 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44486 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1641 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1266 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1274 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2215 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1888 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13162 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1049 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90830 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 864 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 726 members 
Mstep: Class 84 contains 1673 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136193.000000 Penalty: 51168.386719
Iteration 156Q: 92 clusters Score -1.413619e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10413 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44368 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1261 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1274 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2218 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13262 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90846 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 870 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1677 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 196 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136225.000000 Penalty: 51168.386719
Iteration 157Q: 92 clusters Score -1.413622e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10405 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44268 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1256 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1274 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2220 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13353 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90857 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 876 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1678 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136233.000000 Penalty: 51168.386719
Iteration 158Q: 92 clusters Score -1.413623e+07 nChanged 187
Entering ConstructFrom: 
Score: -14136233.000000 Penalty: 51168.386719
Entering ConstructFrom: 
Trying to split cluster 1 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -33025.253906 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -33025.25 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 248 members 
Entering Unmasked Estep 
Score: -32563.392578 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -32563.39 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32858.687500 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -32858.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33064.730469 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -33064.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33190.890625 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -33190.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33289.792969 Penalty: 562.945007
	Iteration 4F: 3 clusters Score -33289.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33393.667969 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -33393.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33412.675781 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -33412.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33417.679688 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -33417.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33419.035156 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -33419.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33420.781250 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -33420.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33421.781250 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -33421.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33421.781250 Penalty: 562.945007
	Iteration 11F: 3 clusters Score -33421.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
Score: -14136349.000000 Penalty: 51730.675781
Splitting cluster 1 changes total score from -14136233.000000 to -14136349.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11757.323242 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11757.32 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11841.463867 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11841.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11866.793945 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11866.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11878.194336 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11878.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11880.601562 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11881.311523 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11881.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11881.311523 Penalty: 494.468689
	Iteration 6F: 3 clusters Score -11881.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -4423.912598 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -4423.913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4213.461914 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -4213.462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4421.570801 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -4421.571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4468.288086 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -4468.288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4484.498535 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -4484.499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4487.547852 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -4487.548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4490.601562 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -4490.602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4491.482422 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -4491.482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4493.520508 Penalty: 446.380005
	Iteration 7Q: 3 clusters Score -4493.521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4498.395508 Penalty: 446.380005
	Iteration 8Q: 3 clusters Score -4498.396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4510.664551 Penalty: 446.380005
	Iteration 9Q: 3 clusters Score -4510.665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4510.664551 Penalty: 446.380005
	Iteration 10F: 3 clusters Score -4510.665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 42 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 93 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
Score: -14136095.000000 Penalty: 52292.964844
Splitting cluster 3 changes total score from -14136233.000000 to -14136095.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -37497.039062 Penalty: 282.123169
	Iteration 0F: 2 clusters Score -37497.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37055.820312 Penalty: 564.246338
	Iteration 0F: 3 clusters Score -37055.82 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37254.503906 Penalty: 564.246338
	Iteration 1F: 3 clusters Score -37254.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37392.578125 Penalty: 564.246338
	Iteration 2F: 3 clusters Score -37392.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37488.421875 Penalty: 564.246338
	Iteration 3F: 3 clusters Score -37488.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37503.347656 Penalty: 564.246338
	Iteration 4Q: 3 clusters Score -37503.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37508.484375 Penalty: 564.246338
	Iteration 5Q: 3 clusters Score -37508.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37511.179688 Penalty: 564.246338
	Iteration 6Q: 3 clusters Score -37511.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37513.460938 Penalty: 564.246338
	Iteration 7Q: 3 clusters Score -37513.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37515.898438 Penalty: 564.246338
	Iteration 8Q: 3 clusters Score -37515.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37517.308594 Penalty: 564.246338
	Iteration 9Q: 3 clusters Score -37517.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37517.308594 Penalty: 564.246338
	Iteration 10F: 3 clusters Score -37517.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 173 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
Score: -14136083.000000 Penalty: 52292.964844
Splitting cluster 4 changes total score from -14136233.000000 to -14136083.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -45305.796875 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -45305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -44606.500000 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -44606.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -44832.746094 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -44832.75 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -44879.781250 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -44879.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -44914.960938 Penalty: 611.320251
	Iteration 3F: 3 clusters Score -44914.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -44958.324219 Penalty: 611.320251
	Iteration 4Q: 3 clusters Score -44958.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -45013.640625 Penalty: 611.320251
	Iteration 5Q: 3 clusters Score -45013.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45049.917969 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -45049.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -45078.519531 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -45078.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45087.945312 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -45087.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45099.476562 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -45099.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45110.531250 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -45110.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -45114.750000 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -45114.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45117.863281 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -45117.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -45120.222656 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -45120.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -45121.011719 Penalty: 611.320251
	Iteration 14Q: 3 clusters Score -45121.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45121.726562 Penalty: 611.320251
	Iteration 15Q: 3 clusters Score -45121.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45122.035156 Penalty: 611.320251
	Iteration 16Q: 3 clusters Score -45122.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -45122.523438 Penalty: 611.320251
	Iteration 17Q: 3 clusters Score -45122.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45122.863281 Penalty: 611.320251
	Iteration 18Q: 3 clusters Score -45122.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -45123.003906 Penalty: 611.320251
	Iteration 19Q: 3 clusters Score -45123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -45123.003906 Penalty: 611.320251
	Iteration 20F: 3 clusters Score -45123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -626251.562500 Penalty: 420.837524
	Iteration 0F: 2 clusters Score -626251.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -619313.375000 Penalty: 841.675049
	Iteration 0F: 3 clusters Score -619313.4 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -622056.562500 Penalty: 841.675049
	Iteration 1F: 3 clusters Score -622056.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -622274.000000 Penalty: 841.675049
	Iteration 2F: 3 clusters Score -622274 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -622527.937500 Penalty: 841.675049
	Iteration 3F: 3 clusters Score -622527.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -622825.937500 Penalty: 841.675049
	Iteration 4F: 3 clusters Score -622825.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -623209.812500 Penalty: 841.675049
	Iteration 5F: 3 clusters Score -623209.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -623703.750000 Penalty: 841.675049
	Iteration 6F: 3 clusters Score -623703.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -624169.437500 Penalty: 841.675049
	Iteration 7F: 3 clusters Score -624169.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -624443.937500 Penalty: 841.675049
	Iteration 8Q: 3 clusters Score -624443.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -624557.562500 Penalty: 841.675049
	Iteration 9Q: 3 clusters Score -624557.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -624645.187500 Penalty: 841.675049
	Iteration 10Q: 3 clusters Score -624645.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -624719.250000 Penalty: 841.675049
	Iteration 11Q: 3 clusters Score -624719.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -624784.812500 Penalty: 841.675049
	Iteration 12Q: 3 clusters Score -624784.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -624839.562500 Penalty: 841.675049
	Iteration 13Q: 3 clusters Score -624839.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -624874.750000 Penalty: 841.675049
	Iteration 14Q: 3 clusters Score -624874.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -624902.687500 Penalty: 841.675049
	Iteration 15Q: 3 clusters Score -624902.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -624929.375000 Penalty: 841.675049
	Iteration 16Q: 3 clusters Score -624929.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -624954.062500 Penalty: 841.675049
	Iteration 17Q: 3 clusters Score -624954.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -624978.312500 Penalty: 841.675049
	Iteration 18Q: 3 clusters Score -624978.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -625007.875000 Penalty: 841.675049
	Iteration 19Q: 3 clusters Score -625007.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -625034.187500 Penalty: 841.675049
	Iteration 20F: 3 clusters Score -625034.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -625072.250000 Penalty: 841.675049
	Iteration 21Q: 3 clusters Score -625072.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -625122.375000 Penalty: 841.675049
	Iteration 22Q: 3 clusters Score -625122.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -625171.437500 Penalty: 841.675049
	Iteration 23Q: 3 clusters Score -625171.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -625212.000000 Penalty: 841.675049
	Iteration 24Q: 3 clusters Score -625212 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -625248.062500 Penalty: 841.675049
	Iteration 25Q: 3 clusters Score -625248.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -625288.500000 Penalty: 841.675049
	Iteration 26Q: 3 clusters Score -625288.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -625333.812500 Penalty: 841.675049
	Iteration 27Q: 3 clusters Score -625333.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -625372.312500 Penalty: 841.675049
	Iteration 28Q: 3 clusters Score -625372.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -625408.062500 Penalty: 841.675049
	Iteration 29Q: 3 clusters Score -625408.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -625450.187500 Penalty: 841.675049
	Iteration 30Q: 3 clusters Score -625450.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -625487.500000 Penalty: 841.675049
	Iteration 31Q: 3 clusters Score -625487.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -625515.312500 Penalty: 841.675049
	Iteration 32Q: 3 clusters Score -625515.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -625540.875000 Penalty: 841.675049
	Iteration 33Q: 3 clusters Score -625540.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -625570.562500 Penalty: 841.675049
	Iteration 34Q: 3 clusters Score -625570.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -625598.437500 Penalty: 841.675049
	Iteration 35Q: 3 clusters Score -625598.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -625624.875000 Penalty: 841.675049
	Iteration 36Q: 3 clusters Score -625624.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -625653.750000 Penalty: 841.675049
	Iteration 37Q: 3 clusters Score -625653.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -625678.125000 Penalty: 841.675049
	Iteration 38Q: 3 clusters Score -625678.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -625696.125000 Penalty: 841.675049
	Iteration 39Q: 3 clusters Score -625696.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -625715.250000 Penalty: 841.675049
	Iteration 40F: 3 clusters Score -625715.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -625728.375000 Penalty: 841.675049
	Iteration 41Q: 3 clusters Score -625728.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -625739.062500 Penalty: 841.675049
	Iteration 42Q: 3 clusters Score -625739.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -625754.625000 Penalty: 841.675049
	Iteration 43Q: 3 clusters Score -625754.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -625776.312500 Penalty: 841.675049
	Iteration 44Q: 3 clusters Score -625776.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -625796.562500 Penalty: 841.675049
	Iteration 45Q: 3 clusters Score -625796.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -625809.750000 Penalty: 841.675049
	Iteration 46Q: 3 clusters Score -625809.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -625825.625000 Penalty: 841.675049
	Iteration 47Q: 3 clusters Score -625825.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -625839.375000 Penalty: 841.675049
	Iteration 48Q: 3 clusters Score -625839.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -625851.250000 Penalty: 841.675049
	Iteration 49Q: 3 clusters Score -625851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -625859.750000 Penalty: 841.675049
	Iteration 50Q: 3 clusters Score -625859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -625868.375000 Penalty: 841.675049
	Iteration 51Q: 3 clusters Score -625868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -625876.375000 Penalty: 841.675049
	Iteration 52Q: 3 clusters Score -625876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -625878.937500 Penalty: 841.675049
	Iteration 53Q: 3 clusters Score -625878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -625882.000000 Penalty: 841.675049
	Iteration 54Q: 3 clusters Score -625882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -625881.750000 Penalty: 841.675049
	Iteration 55Q: 3 clusters Score -625881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -625881.750000 Penalty: 841.675049
	Iteration 56F: 3 clusters Score -625881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -177532.906250 Penalty: 349.426971
	Iteration 0F: 2 clusters Score -177532.9 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 1113 members 
Entering Unmasked Estep 
Score: -175999.859375 Penalty: 698.853943
	Iteration 0F: 3 clusters Score -175999.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -176547.765625 Penalty: 698.853943
	Iteration 1F: 3 clusters Score -176547.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -176654.953125 Penalty: 698.853943
	Iteration 2F: 3 clusters Score -176655 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -176731.593750 Penalty: 698.853943
	Iteration 3F: 3 clusters Score -176731.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -176790.984375 Penalty: 698.853943
	Iteration 4Q: 3 clusters Score -176791 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -176847.718750 Penalty: 698.853943
	Iteration 5Q: 3 clusters Score -176847.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -176883.000000 Penalty: 698.853943
	Iteration 6Q: 3 clusters Score -176883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -176933.453125 Penalty: 698.853943
	Iteration 7Q: 3 clusters Score -176933.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -176980.671875 Penalty: 698.853943
	Iteration 8Q: 3 clusters Score -176980.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -177031.921875 Penalty: 698.853943
	Iteration 9Q: 3 clusters Score -177031.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -177082.062500 Penalty: 698.853943
	Iteration 10Q: 3 clusters Score -177082.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -177121.312500 Penalty: 698.853943
	Iteration 11Q: 3 clusters Score -177121.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -177158.484375 Penalty: 698.853943
	Iteration 12Q: 3 clusters Score -177158.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -177184.578125 Penalty: 698.853943
	Iteration 13Q: 3 clusters Score -177184.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -177207.000000 Penalty: 698.853943
	Iteration 14Q: 3 clusters Score -177207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -177223.000000 Penalty: 698.853943
	Iteration 15Q: 3 clusters Score -177223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -177244.015625 Penalty: 698.853943
	Iteration 16Q: 3 clusters Score -177244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -177261.015625 Penalty: 698.853943
	Iteration 17Q: 3 clusters Score -177261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -177270.796875 Penalty: 698.853943
	Iteration 18Q: 3 clusters Score -177270.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -177284.515625 Penalty: 698.853943
	Iteration 19Q: 3 clusters Score -177284.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -177300.046875 Penalty: 698.853943
	Iteration 20F: 3 clusters Score -177300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -177314.484375 Penalty: 698.853943
	Iteration 21Q: 3 clusters Score -177314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -177340.125000 Penalty: 698.853943
	Iteration 22Q: 3 clusters Score -177340.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -177389.468750 Penalty: 698.853943
	Iteration 23Q: 3 clusters Score -177389.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -177432.171875 Penalty: 698.853943
	Iteration 24Q: 3 clusters Score -177432.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -177449.640625 Penalty: 698.853943
	Iteration 25Q: 3 clusters Score -177449.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -177457.375000 Penalty: 698.853943
	Iteration 26Q: 3 clusters Score -177457.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -177462.546875 Penalty: 698.853943
	Iteration 27Q: 3 clusters Score -177462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -177465.750000 Penalty: 698.853943
	Iteration 28Q: 3 clusters Score -177465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -177468.781250 Penalty: 698.853943
	Iteration 29Q: 3 clusters Score -177468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -177470.640625 Penalty: 698.853943
	Iteration 30Q: 3 clusters Score -177470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -177471.343750 Penalty: 698.853943
	Iteration 31Q: 3 clusters Score -177471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -177471.359375 Penalty: 698.853943
	Iteration 32Q: 3 clusters Score -177471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -177471.671875 Penalty: 698.853943
	Iteration 33Q: 3 clusters Score -177471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -177473.156250 Penalty: 698.853943
	Iteration 34Q: 3 clusters Score -177473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -177475.500000 Penalty: 698.853943
	Iteration 35Q: 3 clusters Score -177475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -177476.703125 Penalty: 698.853943
	Iteration 36Q: 3 clusters Score -177476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -177481.515625 Penalty: 698.853943
	Iteration 37F: 3 clusters Score -177481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -177482.281250 Penalty: 698.853943
	Iteration 38Q: 3 clusters Score -177482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -177483.343750 Penalty: 698.853943
	Iteration 39Q: 3 clusters Score -177483.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -177483.656250 Penalty: 698.853943
	Iteration 40F: 3 clusters Score -177483.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -28303.958984 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -28303.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27843.986328 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -27843.99 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27955.132812 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -27955.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27976.376953 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -27976.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27986.156250 Penalty: 558.533203
	Iteration 3Q: 3 clusters Score -27986.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27994.093750 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -27994.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28002.316406 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -28002.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28003.714844 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -28003.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28005.621094 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -28005.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28009.591797 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -28009.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28014.015625 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -28014.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28016.435547 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -28016.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28018.312500 Penalty: 558.533203
	Iteration 11Q: 3 clusters Score -28018.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28019.666016 Penalty: 558.533203
	Iteration 12Q: 3 clusters Score -28019.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28020.519531 Penalty: 558.533203
	Iteration 13Q: 3 clusters Score -28020.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28020.519531 Penalty: 558.533203
	Iteration 14F: 3 clusters Score -28020.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7350.144043 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7350.144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7099.660156 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7099.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7150.396973 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7150.397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7167.934570 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -7167.935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7177.659180 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7177.659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7181.815430 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7181.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7181.815430 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -7181.815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -38872.953125 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -38872.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38292.000000 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -38292 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38524.785156 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -38524.79 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38678.367188 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -38678.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38781.132812 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -38781.13 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38918.320312 Penalty: 589.544373
	Iteration 4F: 3 clusters Score -38918.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39026.550781 Penalty: 589.544373
	Iteration 5F: 3 clusters Score -39026.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39114.878906 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -39114.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39140.953125 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -39140.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39146.941406 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -39146.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39147.187500 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -39147.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39147.187500 Penalty: 589.544373
	Iteration 10F: 3 clusters Score -39147.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
Score: -14136344.000000 Penalty: 52292.964844
Splitting cluster 10 changes total score from -14136233.000000 to -14136344.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 11 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -19233.203125 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -19233.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18859.865234 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -18859.87 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19119.304688 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -19119.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19246.541016 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -19246.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19300.568359 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -19300.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19326.207031 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -19326.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19335.912109 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -19335.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19339.003906 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -19339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19343.958984 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -19343.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19347.240234 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -19347.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19349.818359 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -19349.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19351.869141 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -19351.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19351.869141 Penalty: 540.315796
	Iteration 11F: 3 clusters Score -19351.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 252 members 
Entering Unmasked Estep 
Score: -14136175.000000 Penalty: 52855.253906
Splitting cluster 11 changes total score from -14136233.000000 to -14136175.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21426.453125 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21426.45 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21539.132812 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21539.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21561.271484 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21561.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21568.101562 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21575.951172 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21575.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21579.355469 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21579.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21582.175781 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21582.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21586.472656 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21586.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21588.398438 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21589.128906 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21589.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21591.505859 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21591.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21591.822266 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21591.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21591.822266 Penalty: 542.685730
	Iteration 12F: 3 clusters Score -21591.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4050.705566 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4050.706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4082.341309 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4082.341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4094.446533 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4094.447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4094.446533 Penalty: 399.894867
	Iteration 3F: 3 clusters Score -4094.447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10162.642578 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10162.64 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 102 members 
Entering Unmasked Estep 
Score: -9876.797852 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -9876.798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9922.899414 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -9922.899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9928.098633 Penalty: 481.232300
	Iteration 2Q: 3 clusters Score -9928.099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9932.972656 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -9932.973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9937.851562 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -9937.852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9941.717773 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -9941.718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9947.013672 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -9947.014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9948.379883 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -9948.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9953.172852 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -9953.173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9958.426758 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -9958.427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9968.309570 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -9968.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9988.169922 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -9988.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10038.572266 Penalty: 481.232300
	Iteration 12Q: 3 clusters Score -10038.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10065.146484 Penalty: 481.232300
	Iteration 13F: 3 clusters Score -10065.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10085.060547 Penalty: 481.232300
	Iteration 14Q: 3 clusters Score -10085.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10091.356445 Penalty: 481.232300
	Iteration 15Q: 3 clusters Score -10091.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10113.291016 Penalty: 481.232300
	Iteration 16Q: 3 clusters Score -10113.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10134.623047 Penalty: 481.232300
	Iteration 17Q: 3 clusters Score -10134.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10153.271484 Penalty: 481.232300
	Iteration 18Q: 3 clusters Score -10153.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10164.041992 Penalty: 481.232300
	Iteration 19Q: 3 clusters Score -10164.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10171.523438 Penalty: 481.232300
	Iteration 20F: 3 clusters Score -10171.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10197.764648 Penalty: 481.232300
	Iteration 21Q: 3 clusters Score -10197.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10225.996094 Penalty: 481.232300
	Iteration 22Q: 3 clusters Score -10226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10250.719727 Penalty: 481.232300
	Iteration 23Q: 3 clusters Score -10250.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10269.934570 Penalty: 481.232300
	Iteration 24Q: 3 clusters Score -10269.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10274.273438 Penalty: 481.232300
	Iteration 25Q: 3 clusters Score -10274.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10274.273438 Penalty: 481.232300
	Iteration 26F: 3 clusters Score -10274.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 107 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 130 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 91 members 
Entering Unmasked Estep 
Score: -14136123.000000 Penalty: 52855.253906
Splitting cluster 14 changes total score from -14136233.000000 to -14136123.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -18827.496094 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -18827.5 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 134 members 
Entering Unmasked Estep 
Score: -18492.173828 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -18492.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18569.238281 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -18569.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18598.113281 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -18598.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18613.158203 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -18613.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18627.339844 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -18627.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18643.529297 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -18643.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18653.263672 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -18653.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18659.556641 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -18659.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18666.568359 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -18666.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18671.669922 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -18671.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18674.208984 Penalty: 516.272400
	Iteration 10Q: 3 clusters Score -18674.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18677.275391 Penalty: 516.272400
	Iteration 11Q: 3 clusters Score -18677.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18678.570312 Penalty: 516.272400
	Iteration 12Q: 3 clusters Score -18678.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18678.570312 Penalty: 516.272400
	Iteration 13F: 3 clusters Score -18678.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -25156.289062 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -25156.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24683.953125 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -24683.95 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24792.947266 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -24792.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24823.035156 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -24823.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24845.449219 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -24845.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24861.125000 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -24861.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24885.060547 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -24885.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24896.226562 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -24896.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24901.130859 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -24901.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24904.408203 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -24904.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24907.207031 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -24907.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24907.742188 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -24907.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24907.742188 Penalty: 558.139221
	Iteration 11F: 3 clusters Score -24907.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -9298.495117 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -9298.495 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: -9024.150391 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -9024.15 nChanged 54
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: -9091.433594 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -9091.434 nChanged 13
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: -9116.093750 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -9116.094 nChanged 3
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: -9122.997070 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -9122.997 nChanged 3
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: -9133.195312 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -9133.195 nChanged 5
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: -9140.198242 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -9140.198 nChanged 2
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: -9146.252930 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -9146.253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9155.373047 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -9155.373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9156.468750 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -9156.469 nChanged 1
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: -9157.463867 Penalty: 475.052399
	Iteration 9Q: 3 clusters Score -9157.464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9158.497070 Penalty: 475.052399
	Iteration 10Q: 3 clusters Score -9158.497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9158.497070 Penalty: 475.052399
	Iteration 11F: 3 clusters Score -9158.497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -17652.761719 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -17652.76 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 134 members 
Entering Unmasked Estep 
Score: -17319.630859 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -17319.63 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17400.199219 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -17400.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17413.169922 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -17413.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17420.117188 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -17420.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17434.445312 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -17434.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17440.380859 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -17440.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17453.988281 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -17453.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17465.783203 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -17465.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17472.261719 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -17472.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17474.175781 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -17474.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17476.791016 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -17476.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17480.111328 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -17480.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17480.816406 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -17480.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17480.816406 Penalty: 510.461945
	Iteration 13F: 3 clusters Score -17480.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Entering Unmasked Estep 
Score: -462483.593750 Penalty: 410.691071
	Iteration 0F: 2 clusters Score -462483.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -456916.312500 Penalty: 821.382141
	Iteration 0F: 3 clusters Score -456916.3 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -459278.125000 Penalty: 821.382141
	Iteration 1F: 3 clusters Score -459278.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -459566.156250 Penalty: 821.382141
	Iteration 2F: 3 clusters Score -459566.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -459908.500000 Penalty: 821.382141
	Iteration 3F: 3 clusters Score -459908.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -460292.593750 Penalty: 821.382141
	Iteration 4F: 3 clusters Score -460292.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -460619.750000 Penalty: 821.382141
	Iteration 5F: 3 clusters Score -460619.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -460843.718750 Penalty: 821.382141
	Iteration 6Q: 3 clusters Score -460843.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -460982.593750 Penalty: 821.382141
	Iteration 7Q: 3 clusters Score -460982.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -461047.906250 Penalty: 821.382141
	Iteration 8Q: 3 clusters Score -461047.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -461074.656250 Penalty: 821.382141
	Iteration 9Q: 3 clusters Score -461074.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -461095.500000 Penalty: 821.382141
	Iteration 10Q: 3 clusters Score -461095.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -461115.062500 Penalty: 821.382141
	Iteration 11Q: 3 clusters Score -461115.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -461124.031250 Penalty: 821.382141
	Iteration 12Q: 3 clusters Score -461124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -461136.781250 Penalty: 821.382141
	Iteration 13Q: 3 clusters Score -461136.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -461150.875000 Penalty: 821.382141
	Iteration 14Q: 3 clusters Score -461150.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -461167.843750 Penalty: 821.382141
	Iteration 15Q: 3 clusters Score -461167.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -461187.593750 Penalty: 821.382141
	Iteration 16Q: 3 clusters Score -461187.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -461211.187500 Penalty: 821.382141
	Iteration 17Q: 3 clusters Score -461211.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -461234.656250 Penalty: 821.382141
	Iteration 18Q: 3 clusters Score -461234.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -461259.000000 Penalty: 821.382141
	Iteration 19Q: 3 clusters Score -461259 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -461285.750000 Penalty: 821.382141
	Iteration 20F: 3 clusters Score -461285.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -461317.062500 Penalty: 821.382141
	Iteration 21Q: 3 clusters Score -461317.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -461359.500000 Penalty: 821.382141
	Iteration 22Q: 3 clusters Score -461359.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -461410.406250 Penalty: 821.382141
	Iteration 23Q: 3 clusters Score -461410.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -461459.718750 Penalty: 821.382141
	Iteration 24Q: 3 clusters Score -461459.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -461503.406250 Penalty: 821.382141
	Iteration 25Q: 3 clusters Score -461503.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -461547.093750 Penalty: 821.382141
	Iteration 26Q: 3 clusters Score -461547.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -461588.250000 Penalty: 821.382141
	Iteration 27Q: 3 clusters Score -461588.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -461621.500000 Penalty: 821.382141
	Iteration 28Q: 3 clusters Score -461621.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -461660.406250 Penalty: 821.382141
	Iteration 29Q: 3 clusters Score -461660.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -461703.125000 Penalty: 821.382141
	Iteration 30Q: 3 clusters Score -461703.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -461747.218750 Penalty: 821.382141
	Iteration 31Q: 3 clusters Score -461747.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -461791.281250 Penalty: 821.382141
	Iteration 32Q: 3 clusters Score -461791.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -461840.375000 Penalty: 821.382141
	Iteration 33Q: 3 clusters Score -461840.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -461888.125000 Penalty: 821.382141
	Iteration 34Q: 3 clusters Score -461888.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -461925.875000 Penalty: 821.382141
	Iteration 35Q: 3 clusters Score -461925.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -461956.687500 Penalty: 821.382141
	Iteration 36Q: 3 clusters Score -461956.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -461977.625000 Penalty: 821.382141
	Iteration 37Q: 3 clusters Score -461977.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -461994.687500 Penalty: 821.382141
	Iteration 38Q: 3 clusters Score -461994.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -462009.656250 Penalty: 821.382141
	Iteration 39Q: 3 clusters Score -462009.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -462023.250000 Penalty: 821.382141
	Iteration 40F: 3 clusters Score -462023.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -462037.625000 Penalty: 821.382141
	Iteration 41Q: 3 clusters Score -462037.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -462049.937500 Penalty: 821.382141
	Iteration 42Q: 3 clusters Score -462049.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -462056.656250 Penalty: 821.382141
	Iteration 43Q: 3 clusters Score -462056.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -462059.468750 Penalty: 821.382141
	Iteration 44Q: 3 clusters Score -462059.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -462063.281250 Penalty: 821.382141
	Iteration 45Q: 3 clusters Score -462063.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -462066.968750 Penalty: 821.382141
	Iteration 46Q: 3 clusters Score -462067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -462067.812500 Penalty: 821.382141
	Iteration 47Q: 3 clusters Score -462067.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -462069.750000 Penalty: 821.382141
	Iteration 48Q: 3 clusters Score -462069.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -462073.000000 Penalty: 821.382141
	Iteration 49Q: 3 clusters Score -462073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -462074.718750 Penalty: 821.382141
	Iteration 50Q: 3 clusters Score -462074.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -462075.843750 Penalty: 821.382141
	Iteration 51Q: 3 clusters Score -462075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -462075.937500 Penalty: 821.382141
	Iteration 52Q: 3 clusters Score -462075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -462077.250000 Penalty: 821.382141
	Iteration 53Q: 3 clusters Score -462077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -462078.531250 Penalty: 821.382141
	Iteration 54Q: 3 clusters Score -462078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -462079.125000 Penalty: 821.382141
	Iteration 55Q: 3 clusters Score -462079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -462080.093750 Penalty: 821.382141
	Iteration 56Q: 3 clusters Score -462080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -462082.937500 Penalty: 821.382141
	Iteration 57Q: 3 clusters Score -462082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -462084.312500 Penalty: 821.382141
	Iteration 58Q: 3 clusters Score -462084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -462085.625000 Penalty: 821.382141
	Iteration 59Q: 3 clusters Score -462085.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -462089.343750 Penalty: 821.382141
	Iteration 60F: 3 clusters Score -462089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -462091.875000 Penalty: 821.382141
	Iteration 61Q: 3 clusters Score -462091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -462096.406250 Penalty: 821.382141
	Iteration 62Q: 3 clusters Score -462096.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -462101.093750 Penalty: 821.382141
	Iteration 63Q: 3 clusters Score -462101.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -462114.718750 Penalty: 821.382141
	Iteration 64Q: 3 clusters Score -462114.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -462135.531250 Penalty: 821.382141
	Iteration 65Q: 3 clusters Score -462135.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -462149.843750 Penalty: 821.382141
	Iteration 66Q: 3 clusters Score -462149.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -462158.593750 Penalty: 821.382141
	Iteration 67Q: 3 clusters Score -462158.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -462164.781250 Penalty: 821.382141
	Iteration 68Q: 3 clusters Score -462164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -462169.625000 Penalty: 821.382141
	Iteration 69Q: 3 clusters Score -462169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -462170.593750 Penalty: 821.382141
	Iteration 70Q: 3 clusters Score -462170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -462172.656250 Penalty: 821.382141
	Iteration 71Q: 3 clusters Score -462172.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -462172.656250 Penalty: 821.382141
	Iteration 72F: 3 clusters Score -462172.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -6404.617676 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -6404.618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6187.958008 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6187.958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6387.240234 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6387.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6493.643066 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6493.643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6698.415527 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -6698.416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6912.017578 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -6912.018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 80 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Entering Unmasked Estep 
Score: -14136510.000000 Penalty: 52855.253906
Splitting cluster 20 changes total score from -14136233.000000 to -14136510.000000
So it's getting split into cluster 94.
Entering ConstructFrom: 
Trying to split cluster 21 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -105895.671875 Penalty: 339.452301
	Iteration 0F: 2 clusters Score -105895.7 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 864 members 
Entering Unmasked Estep 
Score: -104611.070312 Penalty: 678.904602
	Iteration 0F: 3 clusters Score -104611.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -104983.781250 Penalty: 678.904602
	Iteration 1F: 3 clusters Score -104983.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -105044.804688 Penalty: 678.904602
	Iteration 2F: 3 clusters Score -105044.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -105087.367188 Penalty: 678.904602
	Iteration 3F: 3 clusters Score -105087.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -105117.968750 Penalty: 678.904602
	Iteration 4Q: 3 clusters Score -105118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -105147.531250 Penalty: 678.904602
	Iteration 5Q: 3 clusters Score -105147.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105169.460938 Penalty: 678.904602
	Iteration 6Q: 3 clusters Score -105169.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105192.101562 Penalty: 678.904602
	Iteration 7Q: 3 clusters Score -105192.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105205.320312 Penalty: 678.904602
	Iteration 8Q: 3 clusters Score -105205.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -105217.296875 Penalty: 678.904602
	Iteration 9Q: 3 clusters Score -105217.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105227.015625 Penalty: 678.904602
	Iteration 10Q: 3 clusters Score -105227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105238.593750 Penalty: 678.904602
	Iteration 11Q: 3 clusters Score -105238.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105253.460938 Penalty: 678.904602
	Iteration 12Q: 3 clusters Score -105253.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -105270.210938 Penalty: 678.904602
	Iteration 13Q: 3 clusters Score -105270.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -105286.273438 Penalty: 678.904602
	Iteration 14Q: 3 clusters Score -105286.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105302.453125 Penalty: 678.904602
	Iteration 15Q: 3 clusters Score -105302.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105325.445312 Penalty: 678.904602
	Iteration 16Q: 3 clusters Score -105325.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105346.000000 Penalty: 678.904602
	Iteration 17Q: 3 clusters Score -105346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105366.859375 Penalty: 678.904602
	Iteration 18Q: 3 clusters Score -105366.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105378.226562 Penalty: 678.904602
	Iteration 19Q: 3 clusters Score -105378.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105390.359375 Penalty: 678.904602
	Iteration 20F: 3 clusters Score -105390.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105400.429688 Penalty: 678.904602
	Iteration 21Q: 3 clusters Score -105400.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105408.390625 Penalty: 678.904602
	Iteration 22Q: 3 clusters Score -105408.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105419.476562 Penalty: 678.904602
	Iteration 23Q: 3 clusters Score -105419.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105428.468750 Penalty: 678.904602
	Iteration 24Q: 3 clusters Score -105428.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105436.093750 Penalty: 678.904602
	Iteration 25Q: 3 clusters Score -105436.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105443.429688 Penalty: 678.904602
	Iteration 26Q: 3 clusters Score -105443.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105450.117188 Penalty: 678.904602
	Iteration 27Q: 3 clusters Score -105450.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105457.289062 Penalty: 678.904602
	Iteration 28Q: 3 clusters Score -105457.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105464.179688 Penalty: 678.904602
	Iteration 29Q: 3 clusters Score -105464.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -105476.234375 Penalty: 678.904602
	Iteration 30Q: 3 clusters Score -105476.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105484.976562 Penalty: 678.904602
	Iteration 31Q: 3 clusters Score -105485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -105495.750000 Penalty: 678.904602
	Iteration 32Q: 3 clusters Score -105495.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -105504.328125 Penalty: 678.904602
	Iteration 33Q: 3 clusters Score -105504.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -105512.210938 Penalty: 678.904602
	Iteration 34Q: 3 clusters Score -105512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -105518.890625 Penalty: 678.904602
	Iteration 35Q: 3 clusters Score -105518.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -105525.070312 Penalty: 678.904602
	Iteration 36Q: 3 clusters Score -105525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105528.710938 Penalty: 678.904602
	Iteration 37Q: 3 clusters Score -105528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -105531.421875 Penalty: 678.904602
	Iteration 38Q: 3 clusters Score -105531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -105537.242188 Penalty: 678.904602
	Iteration 39Q: 3 clusters Score -105537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105542.945312 Penalty: 678.904602
	Iteration 40F: 3 clusters Score -105542.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -105549.937500 Penalty: 678.904602
	Iteration 41Q: 3 clusters Score -105549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -105558.265625 Penalty: 678.904602
	Iteration 42Q: 3 clusters Score -105558.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -105566.007812 Penalty: 678.904602
	Iteration 43Q: 3 clusters Score -105566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -105574.265625 Penalty: 678.904602
	Iteration 44Q: 3 clusters Score -105574.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -105579.492188 Penalty: 678.904602
	Iteration 45Q: 3 clusters Score -105579.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -105583.539062 Penalty: 678.904602
	Iteration 46Q: 3 clusters Score -105583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -105585.968750 Penalty: 678.904602
	Iteration 47Q: 3 clusters Score -105586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -105587.476562 Penalty: 678.904602
	Iteration 48Q: 3 clusters Score -105587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -105589.335938 Penalty: 678.904602
	Iteration 49Q: 3 clusters Score -105589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -105590.320312 Penalty: 678.904602
	Iteration 50Q: 3 clusters Score -105590.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -105590.789062 Penalty: 678.904602
	Iteration 51Q: 3 clusters Score -105590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -105591.898438 Penalty: 678.904602
	Iteration 52Q: 3 clusters Score -105591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -105592.250000 Penalty: 678.904602
	Iteration 53Q: 3 clusters Score -105592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -105592.250000 Penalty: 678.904602
	Iteration 54F: 3 clusters Score -105592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Entering Unmasked Estep 
Score: -2726527.500000 Penalty: 486.642456
	Iteration 0F: 2 clusters Score -2726528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2696954.000000 Penalty: 973.284912
	Iteration 0F: 3 clusters Score -2696954 nChanged 21292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2710535.500000 Penalty: 973.284912
	Iteration 1F: 3 clusters Score -2710536 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2711510.750000 Penalty: 973.284912
	Iteration 2F: 3 clusters Score -2711511 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2712571.750000 Penalty: 973.284912
	Iteration 3F: 3 clusters Score -2712572 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2713621.250000 Penalty: 973.284912
	Iteration 4F: 3 clusters Score -2713621 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2714737.000000 Penalty: 973.284912
	Iteration 5F: 3 clusters Score -2714737 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2716081.500000 Penalty: 973.284912
	Iteration 6F: 3 clusters Score -2716082 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2717641.250000 Penalty: 973.284912
	Iteration 7Q: 3 clusters Score -2717641 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2719179.500000 Penalty: 973.284912
	Iteration 8Q: 3 clusters Score -2719180 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2720427.000000 Penalty: 973.284912
	Iteration 9Q: 3 clusters Score -2720427 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2721356.500000 Penalty: 973.284912
	Iteration 10Q: 3 clusters Score -2721356 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2722001.750000 Penalty: 973.284912
	Iteration 11Q: 3 clusters Score -2722002 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2722576.750000 Penalty: 973.284912
	Iteration 12Q: 3 clusters Score -2722577 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2723077.500000 Penalty: 973.284912
	Iteration 13Q: 3 clusters Score -2723078 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2723522.750000 Penalty: 973.284912
	Iteration 14Q: 3 clusters Score -2723523 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2723975.750000 Penalty: 973.284912
	Iteration 15Q: 3 clusters Score -2723976 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2724400.500000 Penalty: 973.284912
	Iteration 16Q: 3 clusters Score -2724400 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2724821.750000 Penalty: 973.284912
	Iteration 17Q: 3 clusters Score -2724822 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2725181.000000 Penalty: 973.284912
	Iteration 18Q: 3 clusters Score -2725181 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2725482.500000 Penalty: 973.284912
	Iteration 19Q: 3 clusters Score -2725482 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2725724.000000 Penalty: 973.284912
	Iteration 20F: 3 clusters Score -2725724 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2725846.750000 Penalty: 973.284912
	Iteration 21Q: 3 clusters Score -2725847 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2725936.750000 Penalty: 973.284912
	Iteration 22Q: 3 clusters Score -2725937 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2725999.750000 Penalty: 973.284912
	Iteration 23Q: 3 clusters Score -2726000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2726055.500000 Penalty: 973.284912
	Iteration 24Q: 3 clusters Score -2726056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2726095.250000 Penalty: 973.284912
	Iteration 25Q: 3 clusters Score -2726095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2726123.250000 Penalty: 973.284912
	Iteration 26Q: 3 clusters Score -2726123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2726145.000000 Penalty: 973.284912
	Iteration 27Q: 3 clusters Score -2726145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2726169.750000 Penalty: 973.284912
	Iteration 28Q: 3 clusters Score -2726170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2726180.500000 Penalty: 973.284912
	Iteration 29Q: 3 clusters Score -2726180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2726191.000000 Penalty: 973.284912
	Iteration 30Q: 3 clusters Score -2726191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2726192.250000 Penalty: 973.284912
	Iteration 31Q: 3 clusters Score -2726192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2726199.750000 Penalty: 973.284912
	Iteration 32Q: 3 clusters Score -2726200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2726204.000000 Penalty: 973.284912
	Iteration 33Q: 3 clusters Score -2726204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2726210.750000 Penalty: 973.284912
	Iteration 34Q: 3 clusters Score -2726211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2726212.250000 Penalty: 973.284912
	Iteration 35Q: 3 clusters Score -2726212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2726211.000000 Penalty: 973.284912
	Iteration 36Q: 3 clusters Score -2726211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2726212.500000 Penalty: 973.284912
	Iteration 37Q: 3 clusters Score -2726212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2726212.000000 Penalty: 973.284912
	Iteration 38Q: 3 clusters Score -2726212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2726213.750000 Penalty: 973.284912
	Iteration 39Q: 3 clusters Score -2726214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2726217.500000 Penalty: 973.284912
	Iteration 40F: 3 clusters Score -2726218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2726216.750000 Penalty: 973.284912
	Iteration 41Q: 3 clusters Score -2726217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2726216.750000 Penalty: 973.284912
	Iteration 42F: 3 clusters Score -2726217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -130265.859375 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -130265.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128811.539062 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -128811.5 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -129297.679688 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -129297.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -129381.843750 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -129381.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -129435.875000 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -129435.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -129503.039062 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -129503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -129573.703125 Penalty: 689.611267
	Iteration 5F: 3 clusters Score -129573.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -129646.546875 Penalty: 689.611267
	Iteration 6F: 3 clusters Score -129646.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -129705.187500 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -129705.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -129745.718750 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -129745.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -129768.046875 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -129768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -129778.804688 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -129778.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -129783.992188 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -129784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -129787.476562 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -129787.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -129790.554688 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -129790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -129791.250000 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -129791.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -129792.093750 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -129792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -129792.492188 Penalty: 689.611267
	Iteration 16Q: 3 clusters Score -129792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -129792.781250 Penalty: 689.611267
	Iteration 17Q: 3 clusters Score -129792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -129793.367188 Penalty: 689.611267
	Iteration 18Q: 3 clusters Score -129793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -129793.445312 Penalty: 689.611267
	Iteration 19Q: 3 clusters Score -129793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -129793.445312 Penalty: 689.611267
	Iteration 20F: 3 clusters Score -129793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -99968.734375 Penalty: 336.867004
	Iteration 0F: 2 clusters Score -99968.73 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 822 members 
Entering Unmasked Estep 
Score: -98740.906250 Penalty: 673.734009
	Iteration 0F: 3 clusters Score -98740.91 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99117.421875 Penalty: 673.734009
	Iteration 1F: 3 clusters Score -99117.42 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -99206.835938 Penalty: 673.734009
	Iteration 2F: 3 clusters Score -99206.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -99261.429688 Penalty: 673.734009
	Iteration 3F: 3 clusters Score -99261.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -99296.445312 Penalty: 673.734009
	Iteration 4Q: 3 clusters Score -99296.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -99334.632812 Penalty: 673.734009
	Iteration 5Q: 3 clusters Score -99334.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -99364.570312 Penalty: 673.734009
	Iteration 6Q: 3 clusters Score -99364.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -99383.328125 Penalty: 673.734009
	Iteration 7Q: 3 clusters Score -99383.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -99397.531250 Penalty: 673.734009
	Iteration 8Q: 3 clusters Score -99397.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -99408.539062 Penalty: 673.734009
	Iteration 9Q: 3 clusters Score -99408.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -99417.539062 Penalty: 673.734009
	Iteration 10Q: 3 clusters Score -99417.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99423.273438 Penalty: 673.734009
	Iteration 11Q: 3 clusters Score -99423.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -99429.671875 Penalty: 673.734009
	Iteration 12Q: 3 clusters Score -99429.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -99438.007812 Penalty: 673.734009
	Iteration 13Q: 3 clusters Score -99438.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -99445.523438 Penalty: 673.734009
	Iteration 14Q: 3 clusters Score -99445.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99451.921875 Penalty: 673.734009
	Iteration 15Q: 3 clusters Score -99451.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -99454.500000 Penalty: 673.734009
	Iteration 16Q: 3 clusters Score -99454.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -99456.984375 Penalty: 673.734009
	Iteration 17Q: 3 clusters Score -99456.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -99458.734375 Penalty: 673.734009
	Iteration 18Q: 3 clusters Score -99458.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -99459.593750 Penalty: 673.734009
	Iteration 19Q: 3 clusters Score -99459.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -99460.140625 Penalty: 673.734009
	Iteration 20F: 3 clusters Score -99460.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -99460.648438 Penalty: 673.734009
	Iteration 21Q: 3 clusters Score -99460.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -99460.757812 Penalty: 673.734009
	Iteration 22Q: 3 clusters Score -99460.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -99461.164062 Penalty: 673.734009
	Iteration 23Q: 3 clusters Score -99461.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -99461.218750 Penalty: 673.734009
	Iteration 24Q: 3 clusters Score -99461.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -99461.257812 Penalty: 673.734009
	Iteration 25Q: 3 clusters Score -99461.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -99461.257812 Penalty: 673.734009
	Iteration 26F: 3 clusters Score -99461.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -4389.875977 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -4389.876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4427.282715 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -4427.283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4500.677734 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -4500.678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4539.250488 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -4539.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4539.250488 Penalty: 398.764435
	Iteration 3F: 3 clusters Score -4539.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Entering Unmasked Estep 
Score: -14136301.000000 Penalty: 53417.542969
Splitting cluster 25 changes total score from -14136233.000000 to -14136301.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 26 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -6700.595215 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -6700.595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6485.346191 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -6485.346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6550.407715 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -6550.408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6571.960449 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -6571.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6579.376953 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -6579.377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6587.210938 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -6587.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6587.210938 Penalty: 447.718262
	Iteration 5F: 3 clusters Score -6587.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16603.134766 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16603.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16669.478516 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16669.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16696.589844 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -16696.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16707.589844 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16707.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16713.078125 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16713.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16715.748047 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16715.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16718.472656 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -16718.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16723.644531 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -16723.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16725.273438 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -16725.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16725.531250 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -16725.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16725.531250 Penalty: 502.088196
	Iteration 10F: 3 clusters Score -16725.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -145213.031250 Penalty: 354.363617
	Iteration 0F: 2 clusters Score -145213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -143491.156250 Penalty: 708.727234
	Iteration 0F: 3 clusters Score -143491.2 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -144066.593750 Penalty: 708.727234
	Iteration 1F: 3 clusters Score -144066.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -144159.546875 Penalty: 708.727234
	Iteration 2F: 3 clusters Score -144159.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -144216.515625 Penalty: 708.727234
	Iteration 3F: 3 clusters Score -144216.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -144263.734375 Penalty: 708.727234
	Iteration 4Q: 3 clusters Score -144263.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -144301.562500 Penalty: 708.727234
	Iteration 5Q: 3 clusters Score -144301.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144343.468750 Penalty: 708.727234
	Iteration 6Q: 3 clusters Score -144343.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -144399.375000 Penalty: 708.727234
	Iteration 7Q: 3 clusters Score -144399.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144468.187500 Penalty: 708.727234
	Iteration 8Q: 3 clusters Score -144468.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -144557.234375 Penalty: 708.727234
	Iteration 9Q: 3 clusters Score -144557.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144650.046875 Penalty: 708.727234
	Iteration 10Q: 3 clusters Score -144650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -144688.546875 Penalty: 708.727234
	Iteration 11Q: 3 clusters Score -144688.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -144718.468750 Penalty: 708.727234
	Iteration 12Q: 3 clusters Score -144718.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -144745.500000 Penalty: 708.727234
	Iteration 13Q: 3 clusters Score -144745.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144788.390625 Penalty: 708.727234
	Iteration 14Q: 3 clusters Score -144788.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -144818.031250 Penalty: 708.727234
	Iteration 15Q: 3 clusters Score -144818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -144831.843750 Penalty: 708.727234
	Iteration 16Q: 3 clusters Score -144831.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -144841.843750 Penalty: 708.727234
	Iteration 17Q: 3 clusters Score -144841.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -144853.781250 Penalty: 708.727234
	Iteration 18Q: 3 clusters Score -144853.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -144863.796875 Penalty: 708.727234
	Iteration 19Q: 3 clusters Score -144863.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -144867.828125 Penalty: 708.727234
	Iteration 20F: 3 clusters Score -144867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -144870.062500 Penalty: 708.727234
	Iteration 21Q: 3 clusters Score -144870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -144873.640625 Penalty: 708.727234
	Iteration 22Q: 3 clusters Score -144873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -144875.375000 Penalty: 708.727234
	Iteration 23Q: 3 clusters Score -144875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -144876.593750 Penalty: 708.727234
	Iteration 24Q: 3 clusters Score -144876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -144878.421875 Penalty: 708.727234
	Iteration 25Q: 3 clusters Score -144878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -144879.656250 Penalty: 708.727234
	Iteration 26Q: 3 clusters Score -144879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -144880.781250 Penalty: 708.727234
	Iteration 27Q: 3 clusters Score -144880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -144882.640625 Penalty: 708.727234
	Iteration 28Q: 3 clusters Score -144882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -144884.359375 Penalty: 708.727234
	Iteration 29Q: 3 clusters Score -144884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -144885.593750 Penalty: 708.727234
	Iteration 30Q: 3 clusters Score -144885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -144887.406250 Penalty: 708.727234
	Iteration 31Q: 3 clusters Score -144887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -144888.171875 Penalty: 708.727234
	Iteration 32Q: 3 clusters Score -144888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -144889.843750 Penalty: 708.727234
	Iteration 33Q: 3 clusters Score -144889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -144893.156250 Penalty: 708.727234
	Iteration 34Q: 3 clusters Score -144893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -144896.468750 Penalty: 708.727234
	Iteration 35Q: 3 clusters Score -144896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -144899.218750 Penalty: 708.727234
	Iteration 36Q: 3 clusters Score -144899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -144899.968750 Penalty: 708.727234
	Iteration 37Q: 3 clusters Score -144900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -144900.531250 Penalty: 708.727234
	Iteration 38Q: 3 clusters Score -144900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -144900.843750 Penalty: 708.727234
	Iteration 39Q: 3 clusters Score -144900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -144900.843750 Penalty: 708.727234
	Iteration 40F: 3 clusters Score -144900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 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 279 members 
Entering Unmasked Estep 
Score: -33645.582031 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33645.58 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33812.925781 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33812.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33863.433594 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33863.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33886.582031 Penalty: 578.247681
	Iteration 3F: 3 clusters Score -33886.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33909.066406 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -33909.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33919.890625 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -33919.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33927.925781 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -33927.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33934.234375 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -33934.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33936.773438 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -33936.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33938.710938 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -33938.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33941.582031 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -33941.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33946.750000 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -33946.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33953.257812 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -33953.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33958.039062 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -33958.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33965.183594 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -33965.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33968.152344 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -33968.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33972.410156 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -33972.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33979.515625 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -33979.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33985.593750 Penalty: 578.247681
	Iteration 18Q: 3 clusters Score -33985.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33989.421875 Penalty: 578.247681
	Iteration 19Q: 3 clusters Score -33989.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33995.199219 Penalty: 578.247681
	Iteration 20F: 3 clusters Score -33995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33998.585938 Penalty: 578.247681
	Iteration 21Q: 3 clusters Score -33998.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33999.199219 Penalty: 578.247681
	Iteration 22Q: 3 clusters Score -33999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34000.066406 Penalty: 578.247681
	Iteration 23Q: 3 clusters Score -34000.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34000.066406 Penalty: 578.247681
	Iteration 24F: 3 clusters Score -34000.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -7189.256836 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -7189.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6949.194824 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -6949.195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7032.763672 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -7032.764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7090.954102 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -7090.954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7136.794434 Penalty: 463.531250
	Iteration 3F: 3 clusters Score -7136.794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7162.657227 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -7162.657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7216.277832 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -7216.278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7239.259277 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -7239.259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7248.229004 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -7248.229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7261.801270 Penalty: 463.531250
	Iteration 8Q: 3 clusters Score -7261.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7265.787598 Penalty: 463.531250
	Iteration 9Q: 3 clusters Score -7265.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7269.411133 Penalty: 463.531250
	Iteration 10Q: 3 clusters Score -7269.411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7275.353516 Penalty: 463.531250
	Iteration 11Q: 3 clusters Score -7275.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7280.618164 Penalty: 463.531250
	Iteration 12Q: 3 clusters Score -7280.618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7286.988281 Penalty: 463.531250
	Iteration 13Q: 3 clusters Score -7286.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7289.973633 Penalty: 463.531250
	Iteration 14Q: 3 clusters Score -7289.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7289.973633 Penalty: 463.531250
	Iteration 15F: 3 clusters Score -7289.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 88 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 75 members 
Entering Unmasked Estep 
Score: -14136069.000000 Penalty: 53979.835938
Splitting cluster 30 changes total score from -14136233.000000 to -14136069.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9615.803711 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9615.804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9693.302734 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9693.303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9739.129883 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9739.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9758.116211 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9758.116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9764.528320 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9764.528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9778.982422 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9778.982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9782.749023 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9782.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9785.900391 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9787.749023 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9787.749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9790.645508 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -9790.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9790.645508 Penalty: 469.474030
	Iteration 10F: 3 clusters Score -9790.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30527.886719 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30527.89 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30689.615234 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30689.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30716.755859 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30716.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30737.130859 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -30737.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30747.369141 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30747.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30752.031250 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30752.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30755.365234 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30755.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30758.464844 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30758.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30758.781250 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30758.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30758.781250 Penalty: 569.969238
	Iteration 9F: 3 clusters Score -30758.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -21172.392578 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -21172.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20720.253906 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -20720.25 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20876.177734 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -20876.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20927.421875 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -20927.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20954.675781 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -20954.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20961.396484 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -20961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20965.814453 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -20965.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20969.933594 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -20969.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20972.623047 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -20972.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20975.900391 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -20975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20978.408203 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -20978.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20978.408203 Penalty: 558.925415
	Iteration 10F: 3 clusters Score -20978.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -85168.820312 Penalty: 324.455902
	Iteration 0F: 2 clusters Score -85168.82 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 656 members 
Entering Unmasked Estep 
Score: -84194.890625 Penalty: 648.911804
	Iteration 0F: 3 clusters Score -84194.89 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -84674.687500 Penalty: 648.911804
	Iteration 1F: 3 clusters Score -84674.69 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -84863.500000 Penalty: 648.911804
	Iteration 2F: 3 clusters Score -84863.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -85034.773438 Penalty: 648.911804
	Iteration 3F: 3 clusters Score -85034.77 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -85179.703125 Penalty: 648.911804
	Iteration 4F: 3 clusters Score -85179.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85236.781250 Penalty: 648.911804
	Iteration 5Q: 3 clusters Score -85236.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -85258.078125 Penalty: 648.911804
	Iteration 6Q: 3 clusters Score -85258.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -85271.140625 Penalty: 648.911804
	Iteration 7Q: 3 clusters Score -85271.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85282.148438 Penalty: 648.911804
	Iteration 8Q: 3 clusters Score -85282.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85287.273438 Penalty: 648.911804
	Iteration 9Q: 3 clusters Score -85287.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85290.765625 Penalty: 648.911804
	Iteration 10Q: 3 clusters Score -85290.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85293.351562 Penalty: 648.911804
	Iteration 11Q: 3 clusters Score -85293.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -85294.085938 Penalty: 648.911804
	Iteration 12Q: 3 clusters Score -85294.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -85294.570312 Penalty: 648.911804
	Iteration 13Q: 3 clusters Score -85294.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -85294.648438 Penalty: 648.911804
	Iteration 14Q: 3 clusters Score -85294.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -85294.648438 Penalty: 648.911804
	Iteration 15F: 3 clusters Score -85294.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 784 members 
Entering Unmasked Estep 
Score: -14136202.000000 Penalty: 53979.835938
Splitting cluster 34 changes total score from -14136233.000000 to -14136202.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22281.439453 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22281.44 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22417.121094 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22417.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22452.121094 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22452.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22473.498047 Penalty: 545.903259
	Iteration 3Q: 3 clusters Score -22473.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22481.167969 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22481.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22486.726562 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22486.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22494.656250 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22494.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22504.732422 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22504.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22508.296875 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -22508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22511.816406 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22511.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22512.802734 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22516.294922 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -22516.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22517.298828 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -22517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22518.041016 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -22518.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22518.673828 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -22518.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22519.474609 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -22519.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22520.632812 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -22520.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22521.859375 Penalty: 545.903259
	Iteration 17Q: 3 clusters Score -22521.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22524.878906 Penalty: 545.903259
	Iteration 18Q: 3 clusters Score -22524.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22526.603516 Penalty: 545.903259
	Iteration 19Q: 3 clusters Score -22526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22527.816406 Penalty: 545.903259
	Iteration 20F: 3 clusters Score -22527.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22528.650391 Penalty: 545.903259
	Iteration 21Q: 3 clusters Score -22528.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22531.289062 Penalty: 545.903259
	Iteration 22Q: 3 clusters Score -22531.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22532.517578 Penalty: 545.903259
	Iteration 23Q: 3 clusters Score -22532.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22533.103516 Penalty: 545.903259
	Iteration 24Q: 3 clusters Score -22533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22533.103516 Penalty: 545.903259
	Iteration 25F: 3 clusters Score -22533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4621.908691 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4621.909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4410.395508 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4410.396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4567.463867 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4567.464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4611.834473 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -4611.834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4654.682617 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -4654.683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4670.395508 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -4670.396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4674.902344 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -4674.902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4692.312012 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -4692.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4705.460938 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -4705.461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4713.649902 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -4713.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4713.649902 Penalty: 458.362671
	Iteration 9F: 3 clusters Score -4713.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 77 members 
Mstep: Class 37 contains 1275 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 77 members 
Entering Unmasked Estep 
Score: -14136061.000000 Penalty: 53979.835938
Splitting cluster 36 changes total score from -14136233.000000 to -14136061.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -86324.507812 Penalty: 325.356934
	Iteration 0F: 2 clusters Score -86324.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85389.289062 Penalty: 650.713867
	Iteration 0F: 3 clusters Score -85389.29 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -86202.390625 Penalty: 650.713867
	Iteration 1F: 3 clusters Score -86202.39 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -86576.460938 Penalty: 650.713867
	Iteration 2F: 3 clusters Score -86576.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -86732.984375 Penalty: 650.713867
	Iteration 3F: 3 clusters Score -86732.98 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -86818.023438 Penalty: 650.713867
	Iteration 4F: 3 clusters Score -86818.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -86854.367188 Penalty: 650.713867
	Iteration 5Q: 3 clusters Score -86854.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -86873.632812 Penalty: 650.713867
	Iteration 6Q: 3 clusters Score -86873.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -86893.421875 Penalty: 650.713867
	Iteration 7Q: 3 clusters Score -86893.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -86906.750000 Penalty: 650.713867
	Iteration 8Q: 3 clusters Score -86906.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -86921.109375 Penalty: 650.713867
	Iteration 9Q: 3 clusters Score -86921.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -86935.250000 Penalty: 650.713867
	Iteration 10Q: 3 clusters Score -86935.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -86951.023438 Penalty: 650.713867
	Iteration 11Q: 3 clusters Score -86951.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -86961.382812 Penalty: 650.713867
	Iteration 12Q: 3 clusters Score -86961.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -86970.171875 Penalty: 650.713867
	Iteration 13Q: 3 clusters Score -86970.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -86986.601562 Penalty: 650.713867
	Iteration 14Q: 3 clusters Score -86986.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -87001.921875 Penalty: 650.713867
	Iteration 15Q: 3 clusters Score -87001.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87008.687500 Penalty: 650.713867
	Iteration 16Q: 3 clusters Score -87008.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -87014.609375 Penalty: 650.713867
	Iteration 17Q: 3 clusters Score -87014.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -87019.375000 Penalty: 650.713867
	Iteration 18Q: 3 clusters Score -87019.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -87024.953125 Penalty: 650.713867
	Iteration 19Q: 3 clusters Score -87024.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -87028.890625 Penalty: 650.713867
	Iteration 20F: 3 clusters Score -87028.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -87033.171875 Penalty: 650.713867
	Iteration 21Q: 3 clusters Score -87033.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -87038.687500 Penalty: 650.713867
	Iteration 22Q: 3 clusters Score -87038.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -87047.312500 Penalty: 650.713867
	Iteration 23Q: 3 clusters Score -87047.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87069.312500 Penalty: 650.713867
	Iteration 24Q: 3 clusters Score -87069.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -87094.687500 Penalty: 650.713867
	Iteration 25Q: 3 clusters Score -87094.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -87100.859375 Penalty: 650.713867
	Iteration 26Q: 3 clusters Score -87100.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -87104.851562 Penalty: 650.713867
	Iteration 27Q: 3 clusters Score -87104.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87107.062500 Penalty: 650.713867
	Iteration 28Q: 3 clusters Score -87107.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87107.250000 Penalty: 650.713867
	Iteration 29Q: 3 clusters Score -87107.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87107.250000 Penalty: 650.713867
	Iteration 30F: 3 clusters Score -87107.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Entering Unmasked Estep 
Score: -14136838.000000 Penalty: 53979.835938
Splitting cluster 37 changes total score from -14136233.000000 to -14136838.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -8341.864258 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -8341.864 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 85 members 
Entering Unmasked Estep 
Score: -8105.373535 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8105.374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8193.832031 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -8193.832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8224.399414 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -8224.399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8228.702148 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -8228.702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8232.784180 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -8232.784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8236.830078 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -8236.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8239.794922 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -8239.795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8240.328125 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -8240.328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8240.328125 Penalty: 474.063232
	Iteration 8F: 3 clusters Score -8240.328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -128436.914062 Penalty: 350.609924
	Iteration 0F: 2 clusters Score -128436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -126875.242188 Penalty: 701.219849
	Iteration 0F: 3 clusters Score -126875.2 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -127624.851562 Penalty: 701.219849
	Iteration 1F: 3 clusters Score -127624.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -127904.210938 Penalty: 701.219849
	Iteration 2F: 3 clusters Score -127904.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -128071.492188 Penalty: 701.219849
	Iteration 3F: 3 clusters Score -128071.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -128180.742188 Penalty: 701.219849
	Iteration 4F: 3 clusters Score -128180.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -128248.835938 Penalty: 701.219849
	Iteration 5Q: 3 clusters Score -128248.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -128277.890625 Penalty: 701.219849
	Iteration 6Q: 3 clusters Score -128277.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -128295.078125 Penalty: 701.219849
	Iteration 7Q: 3 clusters Score -128295.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -128301.773438 Penalty: 701.219849
	Iteration 8Q: 3 clusters Score -128301.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -128305.445312 Penalty: 701.219849
	Iteration 9Q: 3 clusters Score -128305.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -128310.054688 Penalty: 701.219849
	Iteration 10Q: 3 clusters Score -128310.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -128314.046875 Penalty: 701.219849
	Iteration 11Q: 3 clusters Score -128314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -128322.484375 Penalty: 701.219849
	Iteration 12Q: 3 clusters Score -128322.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -128328.929688 Penalty: 701.219849
	Iteration 13Q: 3 clusters Score -128328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -128333.414062 Penalty: 701.219849
	Iteration 14Q: 3 clusters Score -128333.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -128339.390625 Penalty: 701.219849
	Iteration 15Q: 3 clusters Score -128339.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -128348.304688 Penalty: 701.219849
	Iteration 16Q: 3 clusters Score -128348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -128353.945312 Penalty: 701.219849
	Iteration 17Q: 3 clusters Score -128353.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -128356.625000 Penalty: 701.219849
	Iteration 18Q: 3 clusters Score -128356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -128360.492188 Penalty: 701.219849
	Iteration 19Q: 3 clusters Score -128360.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -128362.367188 Penalty: 701.219849
	Iteration 20F: 3 clusters Score -128362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -128364.046875 Penalty: 701.219849
	Iteration 21Q: 3 clusters Score -128364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -128364.812500 Penalty: 701.219849
	Iteration 22Q: 3 clusters Score -128364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -128365.703125 Penalty: 701.219849
	Iteration 23Q: 3 clusters Score -128365.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -128366.882812 Penalty: 701.219849
	Iteration 24Q: 3 clusters Score -128366.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -128368.476562 Penalty: 701.219849
	Iteration 25Q: 3 clusters Score -128368.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -128371.218750 Penalty: 701.219849
	Iteration 26Q: 3 clusters Score -128371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -128373.242188 Penalty: 701.219849
	Iteration 27Q: 3 clusters Score -128373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -128375.187500 Penalty: 701.219849
	Iteration 28Q: 3 clusters Score -128375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -128376.875000 Penalty: 701.219849
	Iteration 29Q: 3 clusters Score -128376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -128378.234375 Penalty: 701.219849
	Iteration 30Q: 3 clusters Score -128378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -128382.476562 Penalty: 701.219849
	Iteration 31Q: 3 clusters Score -128382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -128384.820312 Penalty: 701.219849
	Iteration 32Q: 3 clusters Score -128384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -128385.359375 Penalty: 701.219849
	Iteration 33Q: 3 clusters Score -128385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -128386.093750 Penalty: 701.219849
	Iteration 34Q: 3 clusters Score -128386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -128387.812500 Penalty: 701.219849
	Iteration 35Q: 3 clusters Score -128387.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -128391.171875 Penalty: 701.219849
	Iteration 36Q: 3 clusters Score -128391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -128394.851562 Penalty: 701.219849
	Iteration 37Q: 3 clusters Score -128394.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -128397.718750 Penalty: 701.219849
	Iteration 38Q: 3 clusters Score -128397.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -128399.796875 Penalty: 701.219849
	Iteration 39Q: 3 clusters Score -128399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -128400.968750 Penalty: 701.219849
	Iteration 40F: 3 clusters Score -128401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -128402.835938 Penalty: 701.219849
	Iteration 41Q: 3 clusters Score -128402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -128403.976562 Penalty: 701.219849
	Iteration 42Q: 3 clusters Score -128404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -128405.257812 Penalty: 701.219849
	Iteration 43Q: 3 clusters Score -128405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -128406.164062 Penalty: 701.219849
	Iteration 44Q: 3 clusters Score -128406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -128406.531250 Penalty: 701.219849
	Iteration 45Q: 3 clusters Score -128406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -128406.531250 Penalty: 701.219849
	Iteration 46F: 3 clusters Score -128406.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Entering Unmasked Estep 
Score: -1417684.625000 Penalty: 442.553558
	Iteration 0F: 2 clusters Score -1417685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1408997.500000 Penalty: 885.107117
	Iteration 0F: 3 clusters Score -1408998 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1413575.625000 Penalty: 885.107117
	Iteration 1F: 3 clusters Score -1413576 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1413803.875000 Penalty: 885.107117
	Iteration 2F: 3 clusters Score -1413804 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1414117.000000 Penalty: 885.107117
	Iteration 3Q: 3 clusters Score -1414117 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1414575.875000 Penalty: 885.107117
	Iteration 4F: 3 clusters Score -1414576 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1415251.125000 Penalty: 885.107117
	Iteration 5F: 3 clusters Score -1415251 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1416018.750000 Penalty: 885.107117
	Iteration 6F: 3 clusters Score -1416019 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1416611.875000 Penalty: 885.107117
	Iteration 7F: 3 clusters Score -1416612 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1416848.000000 Penalty: 885.107117
	Iteration 8F: 3 clusters Score -1416848 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1416904.875000 Penalty: 885.107117
	Iteration 9Q: 3 clusters Score -1416905 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1416909.250000 Penalty: 885.107117
	Iteration 10Q: 3 clusters Score -1416909 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1416886.875000 Penalty: 885.107117
	Iteration 11Q: 3 clusters Score -1416887 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1416896.750000 Penalty: 885.107117
	Iteration 12Q: 3 clusters Score -1416897 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1416890.250000 Penalty: 885.107117
	Iteration 13Q: 3 clusters Score -1416890 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1416880.125000 Penalty: 885.107117
	Iteration 14Q: 3 clusters Score -1416880 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1416870.250000 Penalty: 885.107117
	Iteration 15Q: 3 clusters Score -1416870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1416866.500000 Penalty: 885.107117
	Iteration 16Q: 3 clusters Score -1416866 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1416860.500000 Penalty: 885.107117
	Iteration 17Q: 3 clusters Score -1416860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1416848.125000 Penalty: 885.107117
	Iteration 18Q: 3 clusters Score -1416848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1416845.750000 Penalty: 885.107117
	Iteration 19Q: 3 clusters Score -1416846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1416843.500000 Penalty: 885.107117
	Iteration 20F: 3 clusters Score -1416844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1416832.625000 Penalty: 885.107117
	Iteration 21Q: 3 clusters Score -1416833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1416832.125000 Penalty: 885.107117
	Iteration 22Q: 3 clusters Score -1416832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1416830.125000 Penalty: 885.107117
	Iteration 23Q: 3 clusters Score -1416830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1416827.625000 Penalty: 885.107117
	Iteration 24Q: 3 clusters Score -1416828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1416823.000000 Penalty: 885.107117
	Iteration 25Q: 3 clusters Score -1416823 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1416820.750000 Penalty: 885.107117
	Iteration 26Q: 3 clusters Score -1416821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1416836.375000 Penalty: 885.107117
	Iteration 27Q: 3 clusters Score -1416836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1416834.000000 Penalty: 885.107117
	Iteration 28Q: 3 clusters Score -1416834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1416862.000000 Penalty: 885.107117
	Iteration 29Q: 3 clusters Score -1416862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1416869.000000 Penalty: 885.107117
	Iteration 30Q: 3 clusters Score -1416869 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1416895.875000 Penalty: 885.107117
	Iteration 31Q: 3 clusters Score -1416896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1416902.500000 Penalty: 885.107117
	Iteration 32Q: 3 clusters Score -1416902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1416911.875000 Penalty: 885.107117
	Iteration 33Q: 3 clusters Score -1416912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1416920.125000 Penalty: 885.107117
	Iteration 34Q: 3 clusters Score -1416920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1416936.500000 Penalty: 885.107117
	Iteration 35Q: 3 clusters Score -1416936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1416950.750000 Penalty: 885.107117
	Iteration 36Q: 3 clusters Score -1416951 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1416972.375000 Penalty: 885.107117
	Iteration 37Q: 3 clusters Score -1416972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1416993.250000 Penalty: 885.107117
	Iteration 38Q: 3 clusters Score -1416993 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1417003.750000 Penalty: 885.107117
	Iteration 39Q: 3 clusters Score -1417004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1417018.750000 Penalty: 885.107117
	Iteration 40F: 3 clusters Score -1417019 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1417039.125000 Penalty: 885.107117
	Iteration 41Q: 3 clusters Score -1417039 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1417045.625000 Penalty: 885.107117
	Iteration 42Q: 3 clusters Score -1417046 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1417056.125000 Penalty: 885.107117
	Iteration 43Q: 3 clusters Score -1417056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1417066.250000 Penalty: 885.107117
	Iteration 44Q: 3 clusters Score -1417066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1417084.625000 Penalty: 885.107117
	Iteration 45Q: 3 clusters Score -1417085 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1417105.000000 Penalty: 885.107117
	Iteration 46Q: 3 clusters Score -1417105 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1417116.125000 Penalty: 885.107117
	Iteration 47Q: 3 clusters Score -1417116 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1417123.250000 Penalty: 885.107117
	Iteration 48Q: 3 clusters Score -1417123 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1417123.125000 Penalty: 885.107117
	Iteration 49Q: 3 clusters Score -1417123 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1417120.125000 Penalty: 885.107117
	Iteration 50Q: 3 clusters Score -1417120 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1417108.500000 Penalty: 885.107117
	Iteration 51Q: 3 clusters Score -1417108 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1417081.500000 Penalty: 885.107117
	Iteration 52Q: 3 clusters Score -1417082 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1417059.125000 Penalty: 885.107117
	Iteration 53Q: 3 clusters Score -1417059 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1417021.375000 Penalty: 885.107117
	Iteration 54Q: 3 clusters Score -1417021 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1416996.000000 Penalty: 885.107117
	Iteration 55Q: 3 clusters Score -1416996 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1416965.250000 Penalty: 885.107117
	Iteration 56Q: 3 clusters Score -1416965 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1416943.750000 Penalty: 885.107117
	Iteration 57Q: 3 clusters Score -1416944 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1416934.750000 Penalty: 885.107117
	Iteration 58Q: 3 clusters Score -1416935 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1416910.875000 Penalty: 885.107117
	Iteration 59Q: 3 clusters Score -1416911 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1416898.250000 Penalty: 885.107117
	Iteration 60F: 3 clusters Score -1416898 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1416876.125000 Penalty: 885.107117
	Iteration 61Q: 3 clusters Score -1416876 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1416871.750000 Penalty: 885.107117
	Iteration 62Q: 3 clusters Score -1416872 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1416868.375000 Penalty: 885.107117
	Iteration 63Q: 3 clusters Score -1416868 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1416871.375000 Penalty: 885.107117
	Iteration 64Q: 3 clusters Score -1416871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1416864.500000 Penalty: 885.107117
	Iteration 65Q: 3 clusters Score -1416864 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1416860.625000 Penalty: 885.107117
	Iteration 66Q: 3 clusters Score -1416861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1416857.375000 Penalty: 885.107117
	Iteration 67Q: 3 clusters Score -1416857 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1416854.375000 Penalty: 885.107117
	Iteration 68Q: 3 clusters Score -1416854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1416855.625000 Penalty: 885.107117
	Iteration 69Q: 3 clusters Score -1416856 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1416856.000000 Penalty: 885.107117
	Iteration 70Q: 3 clusters Score -1416856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1416855.625000 Penalty: 885.107117
	Iteration 71Q: 3 clusters Score -1416856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1416854.000000 Penalty: 885.107117
	Iteration 72Q: 3 clusters Score -1416854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1416857.250000 Penalty: 885.107117
	Iteration 73Q: 3 clusters Score -1416857 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1416850.500000 Penalty: 885.107117
	Iteration 74Q: 3 clusters Score -1416850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1416845.125000 Penalty: 885.107117
	Iteration 75Q: 3 clusters Score -1416845 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1416845.250000 Penalty: 885.107117
	Iteration 76Q: 3 clusters Score -1416845 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1416849.625000 Penalty: 885.107117
	Iteration 77Q: 3 clusters Score -1416850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1416845.375000 Penalty: 885.107117
	Iteration 78Q: 3 clusters Score -1416845 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1416838.375000 Penalty: 885.107117
	Iteration 79Q: 3 clusters Score -1416838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1416829.500000 Penalty: 885.107117
	Iteration 80F: 3 clusters Score -1416830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1416819.000000 Penalty: 885.107117
	Iteration 81Q: 3 clusters Score -1416819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1416816.250000 Penalty: 885.107117
	Iteration 82Q: 3 clusters Score -1416816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1416810.875000 Penalty: 885.107117
	Iteration 83Q: 3 clusters Score -1416811 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1416801.125000 Penalty: 885.107117
	Iteration 84Q: 3 clusters Score -1416801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1416810.875000 Penalty: 885.107117
	Iteration 85Q: 3 clusters Score -1416811 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1416819.750000 Penalty: 885.107117
	Iteration 86Q: 3 clusters Score -1416820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1416820.125000 Penalty: 885.107117
	Iteration 87Q: 3 clusters Score -1416820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1416824.000000 Penalty: 885.107117
	Iteration 88Q: 3 clusters Score -1416824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1416827.500000 Penalty: 885.107117
	Iteration 89Q: 3 clusters Score -1416828 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1416834.375000 Penalty: 885.107117
	Iteration 90Q: 3 clusters Score -1416834 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1416838.750000 Penalty: 885.107117
	Iteration 91Q: 3 clusters Score -1416839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1416845.875000 Penalty: 885.107117
	Iteration 92Q: 3 clusters Score -1416846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1416863.250000 Penalty: 885.107117
	Iteration 93Q: 3 clusters Score -1416863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1416867.250000 Penalty: 885.107117
	Iteration 94Q: 3 clusters Score -1416867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1416870.875000 Penalty: 885.107117
	Iteration 95Q: 3 clusters Score -1416871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1416877.375000 Penalty: 885.107117
	Iteration 96Q: 3 clusters Score -1416877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1416878.750000 Penalty: 885.107117
	Iteration 97Q: 3 clusters Score -1416879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1416885.875000 Penalty: 885.107117
	Iteration 98Q: 3 clusters Score -1416886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1416892.375000 Penalty: 885.107117
	Iteration 99Q: 3 clusters Score -1416892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1416901.000000 Penalty: 885.107117
	Iteration 100F: 3 clusters Score -1416901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1416899.250000 Penalty: 885.107117
	Iteration 101Q: 3 clusters Score -1416899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1416905.500000 Penalty: 885.107117
	Iteration 102Q: 3 clusters Score -1416906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1416910.250000 Penalty: 885.107117
	Iteration 103Q: 3 clusters Score -1416910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1416921.000000 Penalty: 885.107117
	Iteration 104Q: 3 clusters Score -1416921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1416936.500000 Penalty: 885.107117
	Iteration 105Q: 3 clusters Score -1416936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1416945.125000 Penalty: 885.107117
	Iteration 106Q: 3 clusters Score -1416945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1416948.125000 Penalty: 885.107117
	Iteration 107Q: 3 clusters Score -1416948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1416949.375000 Penalty: 885.107117
	Iteration 108Q: 3 clusters Score -1416949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1416952.250000 Penalty: 885.107117
	Iteration 109Q: 3 clusters Score -1416952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1416958.125000 Penalty: 885.107117
	Iteration 110Q: 3 clusters Score -1416958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1416958.250000 Penalty: 885.107117
	Iteration 111Q: 3 clusters Score -1416958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1416964.125000 Penalty: 885.107117
	Iteration 112Q: 3 clusters Score -1416964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1416967.750000 Penalty: 885.107117
	Iteration 113Q: 3 clusters Score -1416968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1416970.250000 Penalty: 885.107117
	Iteration 114Q: 3 clusters Score -1416970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1416971.750000 Penalty: 885.107117
	Iteration 115Q: 3 clusters Score -1416972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1416975.625000 Penalty: 885.107117
	Iteration 116Q: 3 clusters Score -1416976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1416977.500000 Penalty: 885.107117
	Iteration 117Q: 3 clusters Score -1416978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1416976.375000 Penalty: 885.107117
	Iteration 118Q: 3 clusters Score -1416976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1416978.000000 Penalty: 885.107117
	Iteration 119Q: 3 clusters Score -1416978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1416977.625000 Penalty: 885.107117
	Iteration 120F: 3 clusters Score -1416978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1416976.125000 Penalty: 885.107117
	Iteration 121Q: 3 clusters Score -1416976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1416973.875000 Penalty: 885.107117
	Iteration 122Q: 3 clusters Score -1416974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1416972.250000 Penalty: 885.107117
	Iteration 123Q: 3 clusters Score -1416972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1416971.125000 Penalty: 885.107117
	Iteration 124Q: 3 clusters Score -1416971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1416973.750000 Penalty: 885.107117
	Iteration 125Q: 3 clusters Score -1416974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1416969.375000 Penalty: 885.107117
	Iteration 126Q: 3 clusters Score -1416969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1416968.375000 Penalty: 885.107117
	Iteration 127Q: 3 clusters Score -1416968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1416968.625000 Penalty: 885.107117
	Iteration 128Q: 3 clusters Score -1416969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1416968.375000 Penalty: 885.107117
	Iteration 129Q: 3 clusters Score -1416968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1416968.375000 Penalty: 885.107117
	Iteration 130F: 3 clusters Score -1416968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -114246.171875 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114246.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -114643.507812 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114643.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -114699.101562 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114699.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -114756.742188 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114756.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -114821.546875 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -114821.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -114893.468750 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -114893.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -114956.757812 Penalty: 685.468750
	Iteration 6F: 3 clusters Score -114956.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -115009.242188 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -115009.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -115066.039062 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -115066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -115129.773438 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -115129.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -115185.968750 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -115229.804688 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115229.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -115257.960938 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -115278.812500 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -115289.406250 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -115297.070312 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115297.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -115307.117188 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -115307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -115317.921875 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -115317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -115325.992188 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -115326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -115327.632812 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -115327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -115328.023438 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -115328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -115329.117188 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -115329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -115329.117188 Penalty: 685.468750
	Iteration 22F: 3 clusters Score -115329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -46609.980469 Penalty: 306.261322
	Iteration 0F: 2 clusters Score -46609.98 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 470 members 
Entering Unmasked Estep 
Score: -45915.566406 Penalty: 612.522644
	Iteration 0F: 3 clusters Score -45915.57 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -46181.566406 Penalty: 612.522644
	Iteration 1F: 3 clusters Score -46181.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46256.609375 Penalty: 612.522644
	Iteration 2F: 3 clusters Score -46256.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -46296.421875 Penalty: 612.522644
	Iteration 3F: 3 clusters Score -46296.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -46309.824219 Penalty: 612.522644
	Iteration 4Q: 3 clusters Score -46309.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46314.378906 Penalty: 612.522644
	Iteration 5Q: 3 clusters Score -46314.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -46315.445312 Penalty: 612.522644
	Iteration 6Q: 3 clusters Score -46315.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -46316.500000 Penalty: 612.522644
	Iteration 7Q: 3 clusters Score -46316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46319.582031 Penalty: 612.522644
	Iteration 8Q: 3 clusters Score -46319.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46319.582031 Penalty: 612.522644
	Iteration 9F: 3 clusters Score -46319.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -8896.733398 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -8896.733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8623.353516 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -8623.354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8696.440430 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -8696.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8726.354492 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -8726.354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8742.605469 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -8742.605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8748.412109 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -8748.412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8748.412109 Penalty: 463.531250
	Iteration 5F: 3 clusters Score -8748.412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20603.320312 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20603.32 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20731.041016 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20731.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20792.984375 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -20792.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20861.363281 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -20861.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20928.068359 Penalty: 546.128723
	Iteration 4F: 3 clusters Score -20928.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20960.384766 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -20960.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20974.939453 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -20974.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20982.976562 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -20982.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20987.261719 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -20987.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20990.197266 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -20990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20990.687500 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -20990.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20991.156250 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -20991.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20991.156250 Penalty: 546.128723
	Iteration 12F: 3 clusters Score -20991.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5352.198242 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5352.198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5412.818359 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5412.818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5441.541504 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5441.542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5455.975098 Penalty: 432.576691
	Iteration 3F: 3 clusters Score -5455.975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5456.614258 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5456.614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5457.111328 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5457.111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5457.111328 Penalty: 432.576691
	Iteration 6F: 3 clusters Score -5457.111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 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 172 members 
Entering Unmasked Estep 
Score: -21663.449219 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21663.45 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21820.400391 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21820.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21864.132812 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21864.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21893.578125 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -21893.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21919.287109 Penalty: 535.887878
	Iteration 4F: 3 clusters Score -21919.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21942.111328 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21942.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21953.345703 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21953.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21957.880859 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21957.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21957.880859 Penalty: 535.887878
	Iteration 8F: 3 clusters Score -21957.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -112752.023438 Penalty: 343.315216
	Iteration 0F: 2 clusters Score -112752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -111413.070312 Penalty: 686.630432
	Iteration 0F: 3 clusters Score -111413.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -111927.468750 Penalty: 686.630432
	Iteration 1F: 3 clusters Score -111927.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -112019.796875 Penalty: 686.630432
	Iteration 2F: 3 clusters Score -112019.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -112084.773438 Penalty: 686.630432
	Iteration 3F: 3 clusters Score -112084.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112151.906250 Penalty: 686.630432
	Iteration 4F: 3 clusters Score -112151.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112204.554688 Penalty: 686.630432
	Iteration 5Q: 3 clusters Score -112204.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -112242.617188 Penalty: 686.630432
	Iteration 6Q: 3 clusters Score -112242.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112277.015625 Penalty: 686.630432
	Iteration 7Q: 3 clusters Score -112277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112307.617188 Penalty: 686.630432
	Iteration 8Q: 3 clusters Score -112307.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112339.031250 Penalty: 686.630432
	Iteration 9Q: 3 clusters Score -112339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112367.609375 Penalty: 686.630432
	Iteration 10Q: 3 clusters Score -112367.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112399.414062 Penalty: 686.630432
	Iteration 11Q: 3 clusters Score -112399.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -112430.703125 Penalty: 686.630432
	Iteration 12Q: 3 clusters Score -112430.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -112442.109375 Penalty: 686.630432
	Iteration 13Q: 3 clusters Score -112442.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -112451.960938 Penalty: 686.630432
	Iteration 14Q: 3 clusters Score -112452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -112458.265625 Penalty: 686.630432
	Iteration 15Q: 3 clusters Score -112458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -112460.500000 Penalty: 686.630432
	Iteration 16Q: 3 clusters Score -112460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -112464.484375 Penalty: 686.630432
	Iteration 17Q: 3 clusters Score -112464.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -112469.062500 Penalty: 686.630432
	Iteration 18Q: 3 clusters Score -112469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -112472.812500 Penalty: 686.630432
	Iteration 19Q: 3 clusters Score -112472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -112476.570312 Penalty: 686.630432
	Iteration 20F: 3 clusters Score -112476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -112478.187500 Penalty: 686.630432
	Iteration 21Q: 3 clusters Score -112478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -112484.015625 Penalty: 686.630432
	Iteration 22Q: 3 clusters Score -112484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -112491.984375 Penalty: 686.630432
	Iteration 23Q: 3 clusters Score -112492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -112499.281250 Penalty: 686.630432
	Iteration 24Q: 3 clusters Score -112499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -112511.156250 Penalty: 686.630432
	Iteration 25Q: 3 clusters Score -112511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -112521.710938 Penalty: 686.630432
	Iteration 26Q: 3 clusters Score -112521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -112535.539062 Penalty: 686.630432
	Iteration 27Q: 3 clusters Score -112535.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -112564.359375 Penalty: 686.630432
	Iteration 28Q: 3 clusters Score -112564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -112576.515625 Penalty: 686.630432
	Iteration 29Q: 3 clusters Score -112576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -112579.062500 Penalty: 686.630432
	Iteration 30Q: 3 clusters Score -112579.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -112580.929688 Penalty: 686.630432
	Iteration 31Q: 3 clusters Score -112580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -112581.257812 Penalty: 686.630432
	Iteration 32Q: 3 clusters Score -112581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -112581.390625 Penalty: 686.630432
	Iteration 33Q: 3 clusters Score -112581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -112581.750000 Penalty: 686.630432
	Iteration 34Q: 3 clusters Score -112581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -112582.046875 Penalty: 686.630432
	Iteration 35Q: 3 clusters Score -112582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -112582.046875 Penalty: 686.630432
	Iteration 36F: 3 clusters Score -112582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -25844.875000 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -25844.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25412.458984 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -25412.46 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25565.017578 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -25565.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25621.123047 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -25621.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25650.414062 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -25650.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25672.984375 Penalty: 546.128723
	Iteration 4Q: 3 clusters Score -25672.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25687.626953 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -25687.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25697.794922 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -25697.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25701.408203 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -25701.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25709.273438 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -25709.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25730.310547 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -25730.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25742.525391 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -25742.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25761.392578 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -25761.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25773.193359 Penalty: 546.128723
	Iteration 12Q: 3 clusters Score -25773.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25784.126953 Penalty: 546.128723
	Iteration 13Q: 3 clusters Score -25784.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25796.941406 Penalty: 546.128723
	Iteration 14Q: 3 clusters Score -25796.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25802.767578 Penalty: 546.128723
	Iteration 15Q: 3 clusters Score -25802.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25811.011719 Penalty: 546.128723
	Iteration 16Q: 3 clusters Score -25811.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25815.683594 Penalty: 546.128723
	Iteration 17Q: 3 clusters Score -25815.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25825.052734 Penalty: 546.128723
	Iteration 18Q: 3 clusters Score -25825.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25832.707031 Penalty: 546.128723
	Iteration 19Q: 3 clusters Score -25832.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25855.097656 Penalty: 546.128723
	Iteration 20F: 3 clusters Score -25855.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25918.574219 Penalty: 546.128723
	Iteration 21Q: 3 clusters Score -25918.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26087.201172 Penalty: 546.128723
	Iteration 22Q: 3 clusters Score -26087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26115.806641 Penalty: 546.128723
	Iteration 23Q: 3 clusters Score -26115.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26121.914062 Penalty: 546.128723
	Iteration 24Q: 3 clusters Score -26121.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26128.423828 Penalty: 546.128723
	Iteration 25Q: 3 clusters Score -26128.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26136.078125 Penalty: 546.128723
	Iteration 26Q: 3 clusters Score -26136.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26137.128906 Penalty: 546.128723
	Iteration 27Q: 3 clusters Score -26137.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26139.917969 Penalty: 546.128723
	Iteration 28Q: 3 clusters Score -26139.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26145.855469 Penalty: 546.128723
	Iteration 29Q: 3 clusters Score -26145.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26149.265625 Penalty: 546.128723
	Iteration 30Q: 3 clusters Score -26149.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26150.906250 Penalty: 546.128723
	Iteration 31Q: 3 clusters Score -26150.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26152.115234 Penalty: 546.128723
	Iteration 32Q: 3 clusters Score -26152.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26152.115234 Penalty: 546.128723
	Iteration 33F: 3 clusters Score -26152.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 1168 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Entering Unmasked Estep 
Score: -14136855.000000 Penalty: 54542.125000
Splitting cluster 48 changes total score from -14136233.000000 to -14136855.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -63212.171875 Penalty: 321.368713
	Iteration 0F: 2 clusters Score -63212.17 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 588 members 
Entering Unmasked Estep 
Score: -62282.167969 Penalty: 642.737427
	Iteration 0F: 3 clusters Score -62282.17 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -62618.566406 Penalty: 642.737427
	Iteration 1F: 3 clusters Score -62618.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -62707.097656 Penalty: 642.737427
	Iteration 2F: 3 clusters Score -62707.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -62764.078125 Penalty: 642.737427
	Iteration 3F: 3 clusters Score -62764.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -62799.289062 Penalty: 642.737427
	Iteration 4Q: 3 clusters Score -62799.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -62838.343750 Penalty: 642.737427
	Iteration 5Q: 3 clusters Score -62838.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -62872.410156 Penalty: 642.737427
	Iteration 6Q: 3 clusters Score -62872.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -62906.753906 Penalty: 642.737427
	Iteration 7Q: 3 clusters Score -62906.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -62951.167969 Penalty: 642.737427
	Iteration 8Q: 3 clusters Score -62951.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -63005.433594 Penalty: 642.737427
	Iteration 9Q: 3 clusters Score -63005.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -63078.074219 Penalty: 642.737427
	Iteration 10Q: 3 clusters Score -63078.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -63163.839844 Penalty: 642.737427
	Iteration 11Q: 3 clusters Score -63163.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -63239.859375 Penalty: 642.737427
	Iteration 12Q: 3 clusters Score -63239.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -63262.296875 Penalty: 642.737427
	Iteration 13Q: 3 clusters Score -63262.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -63267.960938 Penalty: 642.737427
	Iteration 14Q: 3 clusters Score -63267.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -63269.531250 Penalty: 642.737427
	Iteration 15Q: 3 clusters Score -63269.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -63270.878906 Penalty: 642.737427
	Iteration 16Q: 3 clusters Score -63270.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -63273.015625 Penalty: 642.737427
	Iteration 17Q: 3 clusters Score -63273.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -63273.015625 Penalty: 642.737427
	Iteration 18F: 3 clusters Score -63273.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Entering Unmasked Estep 
Score: -14136662.000000 Penalty: 55104.414062
Splitting cluster 49 changes total score from -14136233.000000 to -14136662.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 50 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -29323.021484 Penalty: 287.921112
	Iteration 0F: 2 clusters Score -29323.02 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 286 members 
Entering Unmasked Estep 
Score: -28786.783203 Penalty: 575.842224
	Iteration 0F: 3 clusters Score -28786.78 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28940.058594 Penalty: 575.842224
	Iteration 1F: 3 clusters Score -28940.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28990.359375 Penalty: 575.842224
	Iteration 2F: 3 clusters Score -28990.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29047.851562 Penalty: 575.842224
	Iteration 3F: 3 clusters Score -29047.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29131.912109 Penalty: 575.842224
	Iteration 4F: 3 clusters Score -29131.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29218.525391 Penalty: 575.842224
	Iteration 5F: 3 clusters Score -29218.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29288.623047 Penalty: 575.842224
	Iteration 6Q: 3 clusters Score -29288.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29331.832031 Penalty: 575.842224
	Iteration 7Q: 3 clusters Score -29331.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29381.783203 Penalty: 575.842224
	Iteration 8Q: 3 clusters Score -29381.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29455.503906 Penalty: 575.842224
	Iteration 9Q: 3 clusters Score -29455.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29503.082031 Penalty: 575.842224
	Iteration 10Q: 3 clusters Score -29503.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29513.535156 Penalty: 575.842224
	Iteration 11Q: 3 clusters Score -29513.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29514.365234 Penalty: 575.842224
	Iteration 12Q: 3 clusters Score -29514.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29514.365234 Penalty: 575.842224
	Iteration 13F: 3 clusters Score -29514.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 423 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Entering Unmasked Estep 
Score: -14136577.000000 Penalty: 55666.703125
Splitting cluster 50 changes total score from -14136233.000000 to -14136577.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 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 176 members 
Entering Unmasked Estep 
Score: -20666.136719 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20666.14 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20772.933594 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20772.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20795.982422 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20795.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20809.189453 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -20809.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20819.402344 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20819.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20826.222656 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20826.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20836.380859 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20836.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20838.306641 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -20838.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20839.974609 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -20839.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20842.613281 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -20842.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20848.828125 Penalty: 529.897156
	Iteration 10Q: 3 clusters Score -20848.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20855.707031 Penalty: 529.897156
	Iteration 11Q: 3 clusters Score -20855.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20860.498047 Penalty: 529.897156
	Iteration 12Q: 3 clusters Score -20860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20865.996094 Penalty: 529.897156
	Iteration 13Q: 3 clusters Score -20866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20870.136719 Penalty: 529.897156
	Iteration 14Q: 3 clusters Score -20870.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20871.148438 Penalty: 529.897156
	Iteration 15Q: 3 clusters Score -20871.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20872.814453 Penalty: 529.897156
	Iteration 16Q: 3 clusters Score -20872.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20877.406250 Penalty: 529.897156
	Iteration 17Q: 3 clusters Score -20877.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20881.986328 Penalty: 529.897156
	Iteration 18Q: 3 clusters Score -20881.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20881.986328 Penalty: 529.897156
	Iteration 19F: 3 clusters Score -20881.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -19440.416016 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -19440.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19081.269531 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -19081.27 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19395.208984 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -19395.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19528.751953 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -19528.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19575.867188 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -19575.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19599.556641 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -19599.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19605.369141 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -19605.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19606.968750 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -19606.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19609.693359 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -19609.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19611.501953 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -19611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19612.976562 Penalty: 550.310913
	Iteration 9Q: 3 clusters Score -19612.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19614.359375 Penalty: 550.310913
	Iteration 10Q: 3 clusters Score -19614.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19615.503906 Penalty: 550.310913
	Iteration 11Q: 3 clusters Score -19615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19616.001953 Penalty: 550.310913
	Iteration 12Q: 3 clusters Score -19616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19616.001953 Penalty: 550.310913
	Iteration 13F: 3 clusters Score -19616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Entering Unmasked Estep 
Score: -14136457.000000 Penalty: 56228.996094
Splitting cluster 52 changes total score from -14136233.000000 to -14136457.000000
So it's getting split into cluster 100.
Entering ConstructFrom: 
Trying to split cluster 53 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -61796.320312 Penalty: 315.868134
	Iteration 0F: 2 clusters Score -61796.32 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 487 members 
Entering Unmasked Estep 
Score: -60972.316406 Penalty: 631.736267
	Iteration 0F: 3 clusters Score -60972.32 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -61207.210938 Penalty: 631.736267
	Iteration 1F: 3 clusters Score -61207.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61249.738281 Penalty: 631.736267
	Iteration 2F: 3 clusters Score -61249.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61279.824219 Penalty: 631.736267
	Iteration 3Q: 3 clusters Score -61279.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61300.113281 Penalty: 631.736267
	Iteration 4Q: 3 clusters Score -61300.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61322.003906 Penalty: 631.736267
	Iteration 5Q: 3 clusters Score -61322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61349.253906 Penalty: 631.736267
	Iteration 6Q: 3 clusters Score -61349.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61382.636719 Penalty: 631.736267
	Iteration 7Q: 3 clusters Score -61382.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61414.714844 Penalty: 631.736267
	Iteration 8Q: 3 clusters Score -61414.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61430.292969 Penalty: 631.736267
	Iteration 9Q: 3 clusters Score -61430.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61441.039062 Penalty: 631.736267
	Iteration 10Q: 3 clusters Score -61441.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61445.378906 Penalty: 631.736267
	Iteration 11Q: 3 clusters Score -61445.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61448.359375 Penalty: 631.736267
	Iteration 12Q: 3 clusters Score -61448.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -61453.886719 Penalty: 631.736267
	Iteration 13Q: 3 clusters Score -61453.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61460.511719 Penalty: 631.736267
	Iteration 14Q: 3 clusters Score -61460.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61468.046875 Penalty: 631.736267
	Iteration 15Q: 3 clusters Score -61468.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -61475.968750 Penalty: 631.736267
	Iteration 16Q: 3 clusters Score -61475.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -61485.652344 Penalty: 631.736267
	Iteration 17Q: 3 clusters Score -61485.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -61497.042969 Penalty: 631.736267
	Iteration 18Q: 3 clusters Score -61497.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -61505.468750 Penalty: 631.736267
	Iteration 19Q: 3 clusters Score -61505.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -61513.296875 Penalty: 631.736267
	Iteration 20F: 3 clusters Score -61513.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -61518.929688 Penalty: 631.736267
	Iteration 21Q: 3 clusters Score -61518.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -61522.917969 Penalty: 631.736267
	Iteration 22Q: 3 clusters Score -61522.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -61524.304688 Penalty: 631.736267
	Iteration 23Q: 3 clusters Score -61524.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -61525.601562 Penalty: 631.736267
	Iteration 24Q: 3 clusters Score -61525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -61525.601562 Penalty: 631.736267
	Iteration 25F: 3 clusters Score -61525.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Entering Unmasked Estep 
Score: -859029.437500 Penalty: 432.542908
	Iteration 0F: 2 clusters Score -859029.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -850106.937500 Penalty: 865.085815
	Iteration 0F: 3 clusters Score -850106.9 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -854261.375000 Penalty: 865.085815
	Iteration 1F: 3 clusters Score -854261.4 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -855086.562500 Penalty: 865.085815
	Iteration 2F: 3 clusters Score -855086.6 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -855959.187500 Penalty: 865.085815
	Iteration 3F: 3 clusters Score -855959.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -856807.437500 Penalty: 865.085815
	Iteration 4F: 3 clusters Score -856807.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -857450.625000 Penalty: 865.085815
	Iteration 5F: 3 clusters Score -857450.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -857805.375000 Penalty: 865.085815
	Iteration 6Q: 3 clusters Score -857805.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -857925.687500 Penalty: 865.085815
	Iteration 7Q: 3 clusters Score -857925.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -857986.687500 Penalty: 865.085815
	Iteration 8Q: 3 clusters Score -857986.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -858026.812500 Penalty: 865.085815
	Iteration 9Q: 3 clusters Score -858026.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -858059.500000 Penalty: 865.085815
	Iteration 10Q: 3 clusters Score -858059.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -858089.000000 Penalty: 865.085815
	Iteration 11Q: 3 clusters Score -858089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -858120.750000 Penalty: 865.085815
	Iteration 12Q: 3 clusters Score -858120.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -858158.562500 Penalty: 865.085815
	Iteration 13Q: 3 clusters Score -858158.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -858184.187500 Penalty: 865.085815
	Iteration 14Q: 3 clusters Score -858184.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -858215.125000 Penalty: 865.085815
	Iteration 15Q: 3 clusters Score -858215.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -858243.125000 Penalty: 865.085815
	Iteration 16Q: 3 clusters Score -858243.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -858274.687500 Penalty: 865.085815
	Iteration 17Q: 3 clusters Score -858274.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -858306.625000 Penalty: 865.085815
	Iteration 18Q: 3 clusters Score -858306.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -858333.312500 Penalty: 865.085815
	Iteration 19Q: 3 clusters Score -858333.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -858358.000000 Penalty: 865.085815
	Iteration 20F: 3 clusters Score -858358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -858383.687500 Penalty: 865.085815
	Iteration 21Q: 3 clusters Score -858383.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -858411.500000 Penalty: 865.085815
	Iteration 22Q: 3 clusters Score -858411.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -858434.812500 Penalty: 865.085815
	Iteration 23Q: 3 clusters Score -858434.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -858454.750000 Penalty: 865.085815
	Iteration 24Q: 3 clusters Score -858454.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -858486.375000 Penalty: 865.085815
	Iteration 25Q: 3 clusters Score -858486.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -858520.125000 Penalty: 865.085815
	Iteration 26Q: 3 clusters Score -858520.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -858547.625000 Penalty: 865.085815
	Iteration 27Q: 3 clusters Score -858547.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -858571.875000 Penalty: 865.085815
	Iteration 28Q: 3 clusters Score -858571.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -858593.312500 Penalty: 865.085815
	Iteration 29Q: 3 clusters Score -858593.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -858617.625000 Penalty: 865.085815
	Iteration 30Q: 3 clusters Score -858617.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -858642.625000 Penalty: 865.085815
	Iteration 31Q: 3 clusters Score -858642.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -858675.562500 Penalty: 865.085815
	Iteration 32Q: 3 clusters Score -858675.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -858708.812500 Penalty: 865.085815
	Iteration 33Q: 3 clusters Score -858708.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -858735.125000 Penalty: 865.085815
	Iteration 34Q: 3 clusters Score -858735.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -858757.062500 Penalty: 865.085815
	Iteration 35Q: 3 clusters Score -858757.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -858768.937500 Penalty: 865.085815
	Iteration 36Q: 3 clusters Score -858768.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -858781.250000 Penalty: 865.085815
	Iteration 37Q: 3 clusters Score -858781.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -858797.875000 Penalty: 865.085815
	Iteration 38Q: 3 clusters Score -858797.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -858809.562500 Penalty: 865.085815
	Iteration 39Q: 3 clusters Score -858809.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -858820.750000 Penalty: 865.085815
	Iteration 40F: 3 clusters Score -858820.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -858830.812500 Penalty: 865.085815
	Iteration 41Q: 3 clusters Score -858830.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -858834.312500 Penalty: 865.085815
	Iteration 42Q: 3 clusters Score -858834.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -858837.187500 Penalty: 865.085815
	Iteration 43Q: 3 clusters Score -858837.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -858838.312500 Penalty: 865.085815
	Iteration 44Q: 3 clusters Score -858838.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -858842.000000 Penalty: 865.085815
	Iteration 45Q: 3 clusters Score -858842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -858842.125000 Penalty: 865.085815
	Iteration 46Q: 3 clusters Score -858842.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -858845.000000 Penalty: 865.085815
	Iteration 47Q: 3 clusters Score -858845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -858847.187500 Penalty: 865.085815
	Iteration 48Q: 3 clusters Score -858847.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -858846.562500 Penalty: 865.085815
	Iteration 49Q: 3 clusters Score -858846.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -858848.000000 Penalty: 865.085815
	Iteration 50Q: 3 clusters Score -858848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -858850.250000 Penalty: 865.085815
	Iteration 51Q: 3 clusters Score -858850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -858849.812500 Penalty: 865.085815
	Iteration 52Q: 3 clusters Score -858849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -858850.062500 Penalty: 865.085815
	Iteration 53Q: 3 clusters Score -858850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -858849.437500 Penalty: 865.085815
	Iteration 54Q: 3 clusters Score -858849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -858850.687500 Penalty: 865.085815
	Iteration 55Q: 3 clusters Score -858850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -858850.687500 Penalty: 865.085815
	Iteration 56F: 3 clusters Score -858850.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -21817.791016 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -21817.79 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 316 members 
Entering Unmasked Estep 
Score: -21312.892578 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -21312.89 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21616.974609 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -21616.97 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21683.345703 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -21683.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21703.943359 Penalty: 584.957581
	Iteration 3Q: 3 clusters Score -21703.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21726.548828 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -21726.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21756.326172 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -21756.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21773.431641 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -21773.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21779.589844 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -21779.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21784.703125 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -21784.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21793.462891 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -21793.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21806.669922 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -21806.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21816.718750 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -21816.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21825.650391 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -21825.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21834.039062 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -21834.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21836.236328 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -21836.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21840.667969 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -21840.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21845.962891 Penalty: 584.957581
	Iteration 16Q: 3 clusters Score -21845.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21853.294922 Penalty: 584.957581
	Iteration 17Q: 3 clusters Score -21853.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21855.757812 Penalty: 584.957581
	Iteration 18Q: 3 clusters Score -21855.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21855.818359 Penalty: 584.957581
	Iteration 19Q: 3 clusters Score -21855.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21855.994141 Penalty: 584.957581
	Iteration 20F: 3 clusters Score -21855.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21857.087891 Penalty: 584.957581
	Iteration 21Q: 3 clusters Score -21857.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21857.087891 Penalty: 584.957581
	Iteration 22F: 3 clusters Score -21857.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 508 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 560 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 111 members 
Entering Unmasked Estep 
Score: -14136226.000000 Penalty: 56791.285156
Splitting cluster 55 changes total score from -14136233.000000 to -14136226.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7965.895996 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7965.896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8008.030762 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8008.031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8023.083008 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -8023.083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8029.139648 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8029.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8029.139648 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -8029.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9750.394531 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9750.395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9815.644531 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9815.645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9849.866211 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -9849.866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -9862.060547 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -9862.061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -9888.166016 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -9888.166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -9912.117188 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -9912.117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -9922.306641 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -9922.307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -9922.306641 Penalty: 447.051605
	Iteration 7F: 3 clusters Score -9922.307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -31593.009766 Penalty: 284.021149
	Iteration 0F: 2 clusters Score -31593.01 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 264 members 
Entering Unmasked Estep 
Score: -31097.457031 Penalty: 568.042297
	Iteration 0F: 3 clusters Score -31097.46 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31203.058594 Penalty: 568.042297
	Iteration 1F: 3 clusters Score -31203.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31238.667969 Penalty: 568.042297
	Iteration 2F: 3 clusters Score -31238.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31271.707031 Penalty: 568.042297
	Iteration 3F: 3 clusters Score -31271.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31285.589844 Penalty: 568.042297
	Iteration 4Q: 3 clusters Score -31285.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31299.099609 Penalty: 568.042297
	Iteration 5Q: 3 clusters Score -31299.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31306.578125 Penalty: 568.042297
	Iteration 6Q: 3 clusters Score -31306.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31311.474609 Penalty: 568.042297
	Iteration 7Q: 3 clusters Score -31311.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31325.144531 Penalty: 568.042297
	Iteration 8Q: 3 clusters Score -31325.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31335.638672 Penalty: 568.042297
	Iteration 9Q: 3 clusters Score -31335.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31341.535156 Penalty: 568.042297
	Iteration 10Q: 3 clusters Score -31341.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31343.548828 Penalty: 568.042297
	Iteration 11Q: 3 clusters Score -31343.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -31345.802734 Penalty: 568.042297
	Iteration 12Q: 3 clusters Score -31345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31348.271484 Penalty: 568.042297
	Iteration 13Q: 3 clusters Score -31348.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31350.812500 Penalty: 568.042297
	Iteration 14Q: 3 clusters Score -31350.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31351.771484 Penalty: 568.042297
	Iteration 15Q: 3 clusters Score -31351.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31352.257812 Penalty: 568.042297
	Iteration 16Q: 3 clusters Score -31352.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31352.585938 Penalty: 568.042297
	Iteration 17Q: 3 clusters Score -31352.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31352.585938 Penalty: 568.042297
	Iteration 18F: 3 clusters Score -31352.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -16913.056641 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -16913.06 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 173 members 
Entering Unmasked Estep 
Score: -16540.734375 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -16540.73 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16628.166016 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -16628.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16647.375000 Penalty: 526.328125
	Iteration 2Q: 3 clusters Score -16647.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16661.644531 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -16661.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16681.474609 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -16681.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16696.408203 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -16696.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16706.361328 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -16706.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16717.044922 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -16717.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16743.287109 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -16743.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16766.255859 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -16766.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16768.886719 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -16768.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16773.207031 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -16773.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16780.416016 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -16780.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16790.710938 Penalty: 526.328125
	Iteration 13Q: 3 clusters Score -16790.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16795.962891 Penalty: 526.328125
	Iteration 14Q: 3 clusters Score -16795.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16797.431641 Penalty: 526.328125
	Iteration 15Q: 3 clusters Score -16797.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16801.585938 Penalty: 526.328125
	Iteration 16Q: 3 clusters Score -16801.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16806.662109 Penalty: 526.328125
	Iteration 17Q: 3 clusters Score -16806.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16810.105469 Penalty: 526.328125
	Iteration 18Q: 3 clusters Score -16810.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16811.339844 Penalty: 526.328125
	Iteration 19Q: 3 clusters Score -16811.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16811.339844 Penalty: 526.328125
	Iteration 20F: 3 clusters Score -16811.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6815.764648 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6815.765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6854.060059 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6854.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6866.346191 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -6866.346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6871.394043 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6871.394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6875.190430 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6875.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6879.374023 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6879.374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6880.829102 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6880.829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6880.829102 Penalty: 442.945648
	Iteration 7F: 3 clusters Score -6880.829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3136.947021 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3136.947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3154.318115 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3154.318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3163.015625 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3163.016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3170.887695 Penalty: 379.869263
	Iteration 3Q: 3 clusters Score -3170.888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3176.645996 Penalty: 379.869263
	Iteration 4Q: 3 clusters Score -3176.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3176.645996 Penalty: 379.869263
	Iteration 5F: 3 clusters Score -3176.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -45356.136719 Penalty: 307.704193
	Iteration 0F: 2 clusters Score -45356.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -44645.277344 Penalty: 615.408386
	Iteration 0F: 3 clusters Score -44645.28 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -44893.386719 Penalty: 615.408386
	Iteration 1F: 3 clusters Score -44893.39 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44975.343750 Penalty: 615.408386
	Iteration 2F: 3 clusters Score -44975.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45027.273438 Penalty: 615.408386
	Iteration 3F: 3 clusters Score -45027.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45081.902344 Penalty: 615.408386
	Iteration 4F: 3 clusters Score -45081.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45113.214844 Penalty: 615.408386
	Iteration 5Q: 3 clusters Score -45113.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45138.570312 Penalty: 615.408386
	Iteration 6Q: 3 clusters Score -45138.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45157.906250 Penalty: 615.408386
	Iteration 7Q: 3 clusters Score -45157.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45184.593750 Penalty: 615.408386
	Iteration 8Q: 3 clusters Score -45184.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45207.144531 Penalty: 615.408386
	Iteration 9Q: 3 clusters Score -45207.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45223.460938 Penalty: 615.408386
	Iteration 10Q: 3 clusters Score -45223.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45231.398438 Penalty: 615.408386
	Iteration 11Q: 3 clusters Score -45231.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45237.550781 Penalty: 615.408386
	Iteration 12Q: 3 clusters Score -45237.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45240.109375 Penalty: 615.408386
	Iteration 13Q: 3 clusters Score -45240.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45240.406250 Penalty: 615.408386
	Iteration 14Q: 3 clusters Score -45240.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45240.406250 Penalty: 615.408386
	Iteration 15F: 3 clusters Score -45240.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -36175.773438 Penalty: 287.921112
	Iteration 0F: 2 clusters Score -36175.77 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 289 members 
Entering Unmasked Estep 
Score: -35700.273438 Penalty: 575.842224
	Iteration 0F: 3 clusters Score -35700.27 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35998.121094 Penalty: 575.842224
	Iteration 1F: 3 clusters Score -35998.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36096.574219 Penalty: 575.842224
	Iteration 2F: 3 clusters Score -36096.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36169.613281 Penalty: 575.842224
	Iteration 3F: 3 clusters Score -36169.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36282.972656 Penalty: 575.842224
	Iteration 4Q: 3 clusters Score -36282.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36372.972656 Penalty: 575.842224
	Iteration 5Q: 3 clusters Score -36372.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36421.687500 Penalty: 575.842224
	Iteration 6Q: 3 clusters Score -36421.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36440.464844 Penalty: 575.842224
	Iteration 7Q: 3 clusters Score -36440.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36451.246094 Penalty: 575.842224
	Iteration 8Q: 3 clusters Score -36451.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36460.109375 Penalty: 575.842224
	Iteration 9Q: 3 clusters Score -36460.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36466.675781 Penalty: 575.842224
	Iteration 10Q: 3 clusters Score -36466.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36477.515625 Penalty: 575.842224
	Iteration 11Q: 3 clusters Score -36477.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36481.578125 Penalty: 575.842224
	Iteration 12Q: 3 clusters Score -36481.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36484.437500 Penalty: 575.842224
	Iteration 13Q: 3 clusters Score -36484.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36488.566406 Penalty: 575.842224
	Iteration 14Q: 3 clusters Score -36488.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36493.906250 Penalty: 575.842224
	Iteration 15Q: 3 clusters Score -36493.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36499.839844 Penalty: 575.842224
	Iteration 16Q: 3 clusters Score -36499.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36507.671875 Penalty: 575.842224
	Iteration 17Q: 3 clusters Score -36507.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36511.351562 Penalty: 575.842224
	Iteration 18Q: 3 clusters Score -36511.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36515.183594 Penalty: 575.842224
	Iteration 19Q: 3 clusters Score -36515.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36515.558594 Penalty: 575.842224
	Iteration 20F: 3 clusters Score -36515.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 274 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Entering Unmasked Estep 
Score: -14136518.000000 Penalty: 56791.285156
Splitting cluster 63 changes total score from -14136233.000000 to -14136518.000000
So it's getting split into cluster 101.
Entering ConstructFrom: 
Trying to split cluster 64 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -13731.904297 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -13731.9 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 123 members 
Entering Unmasked Estep 
Score: -13466.142578 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -13466.14 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13666.266602 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -13666.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13738.091797 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -13738.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13786.825195 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -13786.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13815.410156 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -13815.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13847.446289 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -13847.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13907.148438 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -13907.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13956.212891 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -13956.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13976.463867 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -13976.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13984.005859 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -13984.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13989.021484 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -13989.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14002.817383 Penalty: 510.794678
	Iteration 11Q: 3 clusters Score -14002.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14010.432617 Penalty: 510.794678
	Iteration 12Q: 3 clusters Score -14010.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14011.470703 Penalty: 510.794678
	Iteration 13Q: 3 clusters Score -14011.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14011.470703 Penalty: 510.794678
	Iteration 14F: 3 clusters Score -14011.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 1046 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 98 members 
Entering Unmasked Estep 
Score: -14136486.000000 Penalty: 57353.574219
Splitting cluster 64 changes total score from -14136233.000000 to -14136486.000000
So it's getting split into cluster 102.
Entering ConstructFrom: 
Trying to split cluster 65 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -2550.684326 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -2550.684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2347.358154 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -2347.358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2431.366211 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -2431.366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2462.013916 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -2462.014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2474.770996 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -2474.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2489.660400 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -2489.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2490.537109 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -2490.537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2490.776611 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -2490.777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2498.288818 Penalty: 440.101654
	Iteration 7Q: 3 clusters Score -2498.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2507.152832 Penalty: 440.101654
	Iteration 8Q: 3 clusters Score -2507.153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2510.081299 Penalty: 440.101654
	Iteration 9Q: 3 clusters Score -2510.081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2510.081299 Penalty: 440.101654
	Iteration 10F: 3 clusters Score -2510.081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -77214.257812 Penalty: 316.349152
	Iteration 0F: 2 clusters Score -77214.26 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 538 members 
Entering Unmasked Estep 
Score: -76382.851562 Penalty: 632.698303
	Iteration 0F: 3 clusters Score -76382.85 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -76713.265625 Penalty: 632.698303
	Iteration 1F: 3 clusters Score -76713.27 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -76874.804688 Penalty: 632.698303
	Iteration 2F: 3 clusters Score -76874.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77062.125000 Penalty: 632.698303
	Iteration 3F: 3 clusters Score -77062.12 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -77221.046875 Penalty: 632.698303
	Iteration 4F: 3 clusters Score -77221.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -77357.429688 Penalty: 632.698303
	Iteration 5F: 3 clusters Score -77357.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -77486.921875 Penalty: 632.698303
	Iteration 6F: 3 clusters Score -77486.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77614.796875 Penalty: 632.698303
	Iteration 7Q: 3 clusters Score -77614.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77783.500000 Penalty: 632.698303
	Iteration 8Q: 3 clusters Score -77783.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77950.992188 Penalty: 632.698303
	Iteration 9Q: 3 clusters Score -77950.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77963.109375 Penalty: 632.698303
	Iteration 10Q: 3 clusters Score -77963.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -77968.671875 Penalty: 632.698303
	Iteration 11Q: 3 clusters Score -77968.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77971.718750 Penalty: 632.698303
	Iteration 12Q: 3 clusters Score -77971.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77973.132812 Penalty: 632.698303
	Iteration 13Q: 3 clusters Score -77973.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77973.132812 Penalty: 632.698303
	Iteration 14F: 3 clusters Score -77973.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 534 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 98 members 
Mstep: Class 103 contains 406 members 
Entering Unmasked Estep 
Score: -14137000.000000 Penalty: 57915.863281
Splitting cluster 66 changes total score from -14136233.000000 to -14137000.000000
So it's getting split into cluster 103.
Entering ConstructFrom: 
Trying to split cluster 67 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -148343.937500 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -148343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -147004.812500 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -147004.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -147443.296875 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -147443.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -147501.484375 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -147501.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -147549.406250 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -147549.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -147597.953125 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -147598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -147649.734375 Penalty: 686.293152
	Iteration 5Q: 3 clusters Score -147649.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -147707.156250 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -147707.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -147747.296875 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -147747.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -147798.859375 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -147798.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -147869.171875 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -147869.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -147956.765625 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -147956.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -148064.796875 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -148064.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -148132.968750 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -148133 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -148188.906250 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -148188.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -148225.812500 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -148225.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -148253.406250 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -148253.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -148283.765625 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -148283.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -148302.000000 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -148302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -148308.937500 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -148308.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -148314.859375 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -148314.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148318.015625 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -148318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148318.890625 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -148318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148319.250000 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -148319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -148319.250000 Penalty: 686.293152
	Iteration 23F: 3 clusters Score -148319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -25144.285156 Penalty: 285.758026
	Iteration 0F: 2 clusters Score -25144.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24681.994141 Penalty: 571.516052
	Iteration 0F: 3 clusters Score -24681.99 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24986.146484 Penalty: 571.516052
	Iteration 1F: 3 clusters Score -24986.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25240.185547 Penalty: 571.516052
	Iteration 2F: 3 clusters Score -25240.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25571.703125 Penalty: 571.516052
	Iteration 3F: 3 clusters Score -25571.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25808.179688 Penalty: 571.516052
	Iteration 4F: 3 clusters Score -25808.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25908.271484 Penalty: 571.516052
	Iteration 5F: 3 clusters Score -25908.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25964.308594 Penalty: 571.516052
	Iteration 6Q: 3 clusters Score -25964.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25993.851562 Penalty: 571.516052
	Iteration 7Q: 3 clusters Score -25993.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26006.433594 Penalty: 571.516052
	Iteration 8Q: 3 clusters Score -26006.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26011.902344 Penalty: 571.516052
	Iteration 9Q: 3 clusters Score -26011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26013.279297 Penalty: 571.516052
	Iteration 10Q: 3 clusters Score -26013.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26013.996094 Penalty: 571.516052
	Iteration 11Q: 3 clusters Score -26014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26015.212891 Penalty: 571.516052
	Iteration 12Q: 3 clusters Score -26015.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26015.560547 Penalty: 571.516052
	Iteration 13Q: 3 clusters Score -26015.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26016.699219 Penalty: 571.516052
	Iteration 14Q: 3 clusters Score -26016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26018.978516 Penalty: 571.516052
	Iteration 15Q: 3 clusters Score -26018.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26020.222656 Penalty: 571.516052
	Iteration 16Q: 3 clusters Score -26020.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26020.546875 Penalty: 571.516052
	Iteration 17Q: 3 clusters Score -26020.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26020.832031 Penalty: 571.516052
	Iteration 18Q: 3 clusters Score -26020.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26020.832031 Penalty: 571.516052
	Iteration 19F: 3 clusters Score -26020.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 293 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 155 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 98 members 
Mstep: Class 103 contains 406 members 
Mstep: Class 104 contains 241 members 
Entering Unmasked Estep 
Score: -14137602.000000 Penalty: 58478.156250
Splitting cluster 68 changes total score from -14136233.000000 to -14137602.000000
So it's getting split into cluster 104.
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 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 330 members 
Entering Unmasked Estep 
Score: -36473.039062 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36473.04 nChanged 238
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: -36630.027344 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36630.03 nChanged 52
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: -36674.968750 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36674.97 nChanged 33
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: -36707.414062 Penalty: 591.343628
	Iteration 3Q: 3 clusters Score -36707.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36731.738281 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -36731.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36746.417969 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -36746.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36756.382812 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36756.38 nChanged 14
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: -36764.601562 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36775.441406 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36775.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36794.648438 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36794.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36809.714844 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36809.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36818.917969 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36818.92 nChanged 11
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: -36822.933594 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36822.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36826.617188 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36826.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36828.601562 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36829.859375 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -36829.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36830.718750 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -36830.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36831.761719 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -36831.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36832.457031 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -36832.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36834.664062 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -36834.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36836.824219 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -36836.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36837.832031 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -36837.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36837.953125 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -36837.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36837.953125 Penalty: 591.343628
	Iteration 23F: 3 clusters Score -36837.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -34637.496094 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -34637.5 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: -34111.246094 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -34111.25 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34292.355469 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -34292.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34351.468750 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -34351.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34379.531250 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -34379.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34393.480469 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -34393.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34404.804688 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -34404.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34412.421875 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -34412.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34417.617188 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -34417.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34418.480469 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -34418.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34419.226562 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -34419.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34419.226562 Penalty: 573.704834
	Iteration 10F: 3 clusters Score -34419.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -7797.922363 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -7797.922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7581.285645 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -7581.286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7665.975098 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -7665.975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7695.424805 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -7695.425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7704.861328 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -7704.861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7708.222656 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -7708.223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7710.094238 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -7710.094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7710.094238 Penalty: 457.769867
	Iteration 6F: 3 clusters Score -7710.094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -7046.500977 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -7046.501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6831.725586 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -6831.726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6889.932129 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -6889.932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6901.722168 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -6901.722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6905.259277 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -6905.259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6910.582520 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -6910.583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6910.582520 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -6910.583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -6633.409180 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -6633.409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6439.875488 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -6439.875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6641.854492 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -6641.854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6837.310547 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -6837.311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6867.659180 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -6867.659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6869.833008 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -6869.833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6875.869629 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -6875.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6888.421387 Penalty: 458.951691
	Iteration 6Q: 3 clusters Score -6888.421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6904.380859 Penalty: 458.951691
	Iteration 7Q: 3 clusters Score -6904.381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6904.380859 Penalty: 458.951691
	Iteration 8F: 3 clusters Score -6904.381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 293 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 881 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 98 members 
Mstep: Class 103 contains 406 members 
Mstep: Class 104 contains 241 members 
Mstep: Class 105 contains 127 members 
Entering Unmasked Estep 
Score: -14137542.000000 Penalty: 59040.445312
Splitting cluster 73 changes total score from -14136233.000000 to -14137542.000000
So it's getting split into cluster 105.
Entering ConstructFrom: 
Trying to split cluster 74 (90884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Entering Unmasked Estep 
Score: -5685617.500000 Penalty: 519.488953
	Iteration 0F: 2 clusters Score -5685618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5625151.500000 Penalty: 1038.977905
	Iteration 0F: 3 clusters Score -5625152 nChanged 44239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5654770.000000 Penalty: 1038.977905
	Iteration 1F: 3 clusters Score -5654770 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -5657366.000000 Penalty: 1038.977905
	Iteration 2F: 3 clusters Score -5657366 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5659862.000000 Penalty: 1038.977905
	Iteration 3F: 3 clusters Score -5659862 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -5661987.500000 Penalty: 1038.977905
	Iteration 4F: 3 clusters Score -5661988 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -5663971.000000 Penalty: 1038.977905
	Iteration 5Q: 3 clusters Score -5663971 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -5666370.500000 Penalty: 1038.977905
	Iteration 6Q: 3 clusters Score -5666370 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -5669920.000000 Penalty: 1038.977905
	Iteration 7Q: 3 clusters Score -5669920 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -5674320.500000 Penalty: 1038.977905
	Iteration 8Q: 3 clusters Score -5674320 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5677580.000000 Penalty: 1038.977905
	Iteration 9Q: 3 clusters Score -5677580 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5679050.500000 Penalty: 1038.977905
	Iteration 10Q: 3 clusters Score -5679050 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5679726.000000 Penalty: 1038.977905
	Iteration 11Q: 3 clusters Score -5679726 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -5680041.000000 Penalty: 1038.977905
	Iteration 12Q: 3 clusters Score -5680041 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5680225.500000 Penalty: 1038.977905
	Iteration 13Q: 3 clusters Score -5680226 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -5680342.500000 Penalty: 1038.977905
	Iteration 14Q: 3 clusters Score -5680342 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -5680428.000000 Penalty: 1038.977905
	Iteration 15Q: 3 clusters Score -5680428 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -5680508.500000 Penalty: 1038.977905
	Iteration 16Q: 3 clusters Score -5680508 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5680567.000000 Penalty: 1038.977905
	Iteration 17Q: 3 clusters Score -5680567 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -5680645.000000 Penalty: 1038.977905
	Iteration 18Q: 3 clusters Score -5680645 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -5680688.500000 Penalty: 1038.977905
	Iteration 19Q: 3 clusters Score -5680688 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -5680729.000000 Penalty: 1038.977905
	Iteration 20F: 3 clusters Score -5680729 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5680781.000000 Penalty: 1038.977905
	Iteration 21Q: 3 clusters Score -5680781 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -5680855.500000 Penalty: 1038.977905
	Iteration 22Q: 3 clusters Score -5680856 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -5680932.000000 Penalty: 1038.977905
	Iteration 23Q: 3 clusters Score -5680932 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5680999.000000 Penalty: 1038.977905
	Iteration 24Q: 3 clusters Score -5680999 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5681086.500000 Penalty: 1038.977905
	Iteration 25Q: 3 clusters Score -5681086 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5681153.500000 Penalty: 1038.977905
	Iteration 26Q: 3 clusters Score -5681154 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -5681279.500000 Penalty: 1038.977905
	Iteration 27Q: 3 clusters Score -5681280 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -5681387.000000 Penalty: 1038.977905
	Iteration 28Q: 3 clusters Score -5681387 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -5681562.500000 Penalty: 1038.977905
	Iteration 29Q: 3 clusters Score -5681562 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5681742.000000 Penalty: 1038.977905
	Iteration 30Q: 3 clusters Score -5681742 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -5681935.500000 Penalty: 1038.977905
	Iteration 31Q: 3 clusters Score -5681936 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -5682177.000000 Penalty: 1038.977905
	Iteration 32Q: 3 clusters Score -5682177 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -5682397.000000 Penalty: 1038.977905
	Iteration 33Q: 3 clusters Score -5682397 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -5682659.000000 Penalty: 1038.977905
	Iteration 34Q: 3 clusters Score -5682659 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -5682931.000000 Penalty: 1038.977905
	Iteration 35Q: 3 clusters Score -5682931 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5683191.500000 Penalty: 1038.977905
	Iteration 36Q: 3 clusters Score -5683192 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -5683455.500000 Penalty: 1038.977905
	Iteration 37Q: 3 clusters Score -5683456 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5683705.500000 Penalty: 1038.977905
	Iteration 38Q: 3 clusters Score -5683706 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -5683957.500000 Penalty: 1038.977905
	Iteration 39Q: 3 clusters Score -5683958 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5684199.000000 Penalty: 1038.977905
	Iteration 40F: 3 clusters Score -5684199 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5684422.500000 Penalty: 1038.977905
	Iteration 41Q: 3 clusters Score -5684422 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5684571.500000 Penalty: 1038.977905
	Iteration 42Q: 3 clusters Score -5684572 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5684730.000000 Penalty: 1038.977905
	Iteration 43Q: 3 clusters Score -5684730 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5684809.000000 Penalty: 1038.977905
	Iteration 44Q: 3 clusters Score -5684809 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5684911.500000 Penalty: 1038.977905
	Iteration 45Q: 3 clusters Score -5684912 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5684989.500000 Penalty: 1038.977905
	Iteration 46Q: 3 clusters Score -5684990 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5685047.000000 Penalty: 1038.977905
	Iteration 47Q: 3 clusters Score -5685047 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5685092.500000 Penalty: 1038.977905
	Iteration 48Q: 3 clusters Score -5685092 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5685132.000000 Penalty: 1038.977905
	Iteration 49Q: 3 clusters Score -5685132 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89471 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5685183.500000 Penalty: 1038.977905
	Iteration 50Q: 3 clusters Score -5685184 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5685201.500000 Penalty: 1038.977905
	Iteration 51Q: 3 clusters Score -5685202 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5685229.500000 Penalty: 1038.977905
	Iteration 52Q: 3 clusters Score -5685230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5685252.000000 Penalty: 1038.977905
	Iteration 53Q: 3 clusters Score -5685252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5685257.000000 Penalty: 1038.977905
	Iteration 54Q: 3 clusters Score -5685257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5685260.000000 Penalty: 1038.977905
	Iteration 55Q: 3 clusters Score -5685260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5685268.000000 Penalty: 1038.977905
	Iteration 56Q: 3 clusters Score -5685268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5685271.000000 Penalty: 1038.977905
	Iteration 57Q: 3 clusters Score -5685271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5685274.500000 Penalty: 1038.977905
	Iteration 58Q: 3 clusters Score -5685274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5685284.000000 Penalty: 1038.977905
	Iteration 59Q: 3 clusters Score -5685284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5685300.000000 Penalty: 1038.977905
	Iteration 60F: 3 clusters Score -5685300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5685306.000000 Penalty: 1038.977905
	Iteration 61Q: 3 clusters Score -5685306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5685297.500000 Penalty: 1038.977905
	Iteration 62Q: 3 clusters Score -5685298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5685300.000000 Penalty: 1038.977905
	Iteration 63Q: 3 clusters Score -5685300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5685307.500000 Penalty: 1038.977905
	Iteration 64Q: 3 clusters Score -5685308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5685304.500000 Penalty: 1038.977905
	Iteration 65Q: 3 clusters Score -5685304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5685325.500000 Penalty: 1038.977905
	Iteration 66Q: 3 clusters Score -5685326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5685319.000000 Penalty: 1038.977905
	Iteration 67Q: 3 clusters Score -5685319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5685329.000000 Penalty: 1038.977905
	Iteration 68Q: 3 clusters Score -5685329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5685326.000000 Penalty: 1038.977905
	Iteration 69Q: 3 clusters Score -5685326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5685329.000000 Penalty: 1038.977905
	Iteration 70Q: 3 clusters Score -5685329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5685332.000000 Penalty: 1038.977905
	Iteration 71Q: 3 clusters Score -5685332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5685334.500000 Penalty: 1038.977905
	Iteration 72Q: 3 clusters Score -5685334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5685337.000000 Penalty: 1038.977905
	Iteration 73Q: 3 clusters Score -5685337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90314 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5685337.500000 Penalty: 1038.977905
	Iteration 74Q: 3 clusters Score -5685338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5685337.500000 Penalty: 1038.977905
	Iteration 75Q: 3 clusters Score -5685338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5685334.500000 Penalty: 1038.977905
	Iteration 76Q: 3 clusters Score -5685334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5685338.000000 Penalty: 1038.977905
	Iteration 77Q: 3 clusters Score -5685338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90332 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5685331.500000 Penalty: 1038.977905
	Iteration 78Q: 3 clusters Score -5685332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90336 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5685331.500000 Penalty: 1038.977905
	Iteration 79Q: 3 clusters Score -5685332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5685327.000000 Penalty: 1038.977905
	Iteration 80F: 3 clusters Score -5685327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5685327.500000 Penalty: 1038.977905
	Iteration 81Q: 3 clusters Score -5685328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5685328.000000 Penalty: 1038.977905
	Iteration 82Q: 3 clusters Score -5685328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5685331.500000 Penalty: 1038.977905
	Iteration 83Q: 3 clusters Score -5685332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5685330.500000 Penalty: 1038.977905
	Iteration 84Q: 3 clusters Score -5685330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5685331.500000 Penalty: 1038.977905
	Iteration 85Q: 3 clusters Score -5685332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5685330.000000 Penalty: 1038.977905
	Iteration 86Q: 3 clusters Score -5685330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90361 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5685330.000000 Penalty: 1038.977905
	Iteration 87F: 3 clusters Score -5685330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -52696.515625 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -52696.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -51935.136719 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -51935.14 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52179.273438 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -52179.27 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52232.273438 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -52232.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52269.292969 Penalty: 617.591248
	Iteration 3F: 3 clusters Score -52269.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52293.382812 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -52293.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52322.203125 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -52322.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52337.515625 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -52337.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52347.750000 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -52347.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52358.019531 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -52358.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -52362.128906 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -52362.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -52364.710938 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -52364.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -52366.890625 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -52366.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -52370.105469 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -52370.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -52375.050781 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -52375.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -52382.148438 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -52382.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -52386.937500 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -52386.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -52388.332031 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -52388.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -52391.070312 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -52391.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -52392.960938 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -52392.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -52394.292969 Penalty: 617.591248
	Iteration 19Q: 3 clusters Score -52394.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -52399.710938 Penalty: 617.591248
	Iteration 20F: 3 clusters Score -52399.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -52401.285156 Penalty: 617.591248
	Iteration 21Q: 3 clusters Score -52401.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -52403.570312 Penalty: 617.591248
	Iteration 22Q: 3 clusters Score -52403.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -52406.339844 Penalty: 617.591248
	Iteration 23Q: 3 clusters Score -52406.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -52408.746094 Penalty: 617.591248
	Iteration 24Q: 3 clusters Score -52408.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -52414.585938 Penalty: 617.591248
	Iteration 25Q: 3 clusters Score -52414.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -52416.886719 Penalty: 617.591248
	Iteration 26Q: 3 clusters Score -52416.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -52416.886719 Penalty: 617.591248
	Iteration 27F: 3 clusters Score -52416.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 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 142 members 
Entering Unmasked Estep 
Score: -14933.474609 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14933.47 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14996.135742 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -14996.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15026.634766 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15026.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15044.790039 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -15044.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15049.700195 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15051.634766 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15051.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15051.838867 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15051.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15051.838867 Penalty: 510.461945
	Iteration 7F: 3 clusters Score -15051.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3428.079102 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3428.079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3433.684570 Penalty: 367.917664
	Iteration 1Q: 3 clusters Score -3433.685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3438.756104 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -3438.756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3438.756104 Penalty: 367.917664
	Iteration 3F: 3 clusters Score -3438.756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3581.661865 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3581.662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3625.748779 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3625.749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3640.342773 Penalty: 390.431824
	Iteration 2F: 3 clusters Score -3640.343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3642.187500 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -3642.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3648.587891 Penalty: 390.431824
	Iteration 4Q: 3 clusters Score -3648.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3648.587891 Penalty: 390.431824
	Iteration 5F: 3 clusters Score -3648.588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -52290.062500 Penalty: 308.538116
	Iteration 0F: 2 clusters Score -52290.06 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 461 members 
Entering Unmasked Estep 
Score: -51571.535156 Penalty: 617.076233
	Iteration 0F: 3 clusters Score -51571.54 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -52095.386719 Penalty: 617.076233
	Iteration 1F: 3 clusters Score -52095.39 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52392.894531 Penalty: 617.076233
	Iteration 2F: 3 clusters Score -52392.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52505.628906 Penalty: 617.076233
	Iteration 3F: 3 clusters Score -52505.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52536.910156 Penalty: 617.076233
	Iteration 4Q: 3 clusters Score -52536.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -52546.453125 Penalty: 617.076233
	Iteration 5Q: 3 clusters Score -52546.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52549.027344 Penalty: 617.076233
	Iteration 6Q: 3 clusters Score -52549.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52552.707031 Penalty: 617.076233
	Iteration 7Q: 3 clusters Score -52552.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52554.171875 Penalty: 617.076233
	Iteration 8Q: 3 clusters Score -52554.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -52554.734375 Penalty: 617.076233
	Iteration 9Q: 3 clusters Score -52554.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52555.644531 Penalty: 617.076233
	Iteration 10Q: 3 clusters Score -52555.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52556.031250 Penalty: 617.076233
	Iteration 11Q: 3 clusters Score -52556.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52556.031250 Penalty: 617.076233
	Iteration 12F: 3 clusters Score -52556.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 293 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 481 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 98 members 
Mstep: Class 103 contains 406 members 
Mstep: Class 104 contains 241 members 
Mstep: Class 105 contains 127 members 
Mstep: Class 106 contains 400 members 
Entering Unmasked Estep 
Score: -14137552.000000 Penalty: 59602.734375
Splitting cluster 80 changes total score from -14136233.000000 to -14137552.000000
So it's getting split into cluster 106.
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 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 104 members 
Entering Unmasked Estep 
Score: -9568.527344 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9568.527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9636.493164 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9636.493 nChanged 18
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: -9670.654297 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9670.654 nChanged 12
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: -9719.306641 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -9719.307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9742.698242 Penalty: 479.842987
	Iteration 4F: 3 clusters Score -9742.698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9748.134766 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9748.135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9756.539062 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9756.539 nChanged 2
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: -9770.987305 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -9770.987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9780.817383 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -9780.817 nChanged 1
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: -9783.721680 Penalty: 479.842987
	Iteration 9Q: 3 clusters Score -9783.722 nChanged 0
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: -9783.721680 Penalty: 479.842987
	Iteration 10F: 3 clusters Score -9783.722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -7005.280762 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -7005.281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6786.265625 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -6786.266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7001.090332 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -7001.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7043.454102 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -7043.454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7060.787598 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -7060.788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7066.737793 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -7066.738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7075.011719 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -7075.012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7083.788086 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -7083.788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7095.125000 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -7095.125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7117.985352 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -7117.985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7142.202148 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -7142.202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7166.157715 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -7166.158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7189.591797 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -7189.592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7209.350586 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -7209.351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7236.718750 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -7236.719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7261.864746 Penalty: 494.468689
	Iteration 14Q: 3 clusters Score -7261.865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7270.049316 Penalty: 494.468689
	Iteration 15Q: 3 clusters Score -7270.049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7277.371094 Penalty: 494.468689
	Iteration 16Q: 3 clusters Score -7277.371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7284.083984 Penalty: 494.468689
	Iteration 17Q: 3 clusters Score -7284.084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7289.184570 Penalty: 494.468689
	Iteration 18Q: 3 clusters Score -7289.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7294.170410 Penalty: 494.468689
	Iteration 19Q: 3 clusters Score -7294.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7303.505371 Penalty: 494.468689
	Iteration 20F: 3 clusters Score -7303.505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7331.417480 Penalty: 494.468689
	Iteration 21Q: 3 clusters Score -7331.417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7333.039551 Penalty: 494.468689
	Iteration 22F: 3 clusters Score -7333.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7337.005859 Penalty: 494.468689
	Iteration 23Q: 3 clusters Score -7337.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7354.475098 Penalty: 494.468689
	Iteration 24Q: 3 clusters Score -7354.475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7376.763184 Penalty: 494.468689
	Iteration 25Q: 3 clusters Score -7376.763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7392.197266 Penalty: 494.468689
	Iteration 26Q: 3 clusters Score -7392.197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7397.084473 Penalty: 494.468689
	Iteration 27Q: 3 clusters Score -7397.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7397.084473 Penalty: 494.468689
	Iteration 28F: 3 clusters Score -7397.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 293 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 481 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 97 members 
Mstep: Class 83 contains 728 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 98 members 
Mstep: Class 103 contains 406 members 
Mstep: Class 104 contains 241 members 
Mstep: Class 105 contains 127 members 
Mstep: Class 106 contains 400 members 
Mstep: Class 107 contains 132 members 
Entering Unmasked Estep 
Score: -14137628.000000 Penalty: 60165.023438
Splitting cluster 82 changes total score from -14136233.000000 to -14137628.000000
So it's getting split into cluster 107.
Entering ConstructFrom: 
Trying to split cluster 83 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -52352.507812 Penalty: 299.858704
	Iteration 0F: 2 clusters Score -52352.51 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 349 members 
Entering Unmasked Estep 
Score: -51746.089844 Penalty: 599.717407
	Iteration 0F: 3 clusters Score -51746.09 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52213.980469 Penalty: 599.717407
	Iteration 1F: 3 clusters Score -52213.98 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -52588.136719 Penalty: 599.717407
	Iteration 2F: 3 clusters Score -52588.14 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52711.406250 Penalty: 599.717407
	Iteration 3F: 3 clusters Score -52711.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -52753.945312 Penalty: 599.717407
	Iteration 4Q: 3 clusters Score -52753.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -52764.113281 Penalty: 599.717407
	Iteration 5Q: 3 clusters Score -52764.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -52772.460938 Penalty: 599.717407
	Iteration 6Q: 3 clusters Score -52772.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -52773.394531 Penalty: 599.717407
	Iteration 7Q: 3 clusters Score -52773.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -52773.816406 Penalty: 599.717407
	Iteration 8Q: 3 clusters Score -52773.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -52773.816406 Penalty: 599.717407
	Iteration 9F: 3 clusters Score -52773.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 293 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 481 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 97 members 
Mstep: Class 83 contains 201 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 224 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 98 members 
Mstep: Class 103 contains 406 members 
Mstep: Class 104 contains 241 members 
Mstep: Class 105 contains 127 members 
Mstep: Class 106 contains 400 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 527 members 
Entering Unmasked Estep 
Score: -14137774.000000 Penalty: 60727.312500
Splitting cluster 83 changes total score from -14136233.000000 to -14137774.000000
So it's getting split into cluster 108.
Entering ConstructFrom: 
Trying to split cluster 84 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -98272.484375 Penalty: 337.880890
	Iteration 0F: 2 clusters Score -98272.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -97041.234375 Penalty: 675.761780
	Iteration 0F: 3 clusters Score -97041.23 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -97424.976562 Penalty: 675.761780
	Iteration 1F: 3 clusters Score -97424.98 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -97484.664062 Penalty: 675.761780
	Iteration 2F: 3 clusters Score -97484.66 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -97518.968750 Penalty: 675.761780
	Iteration 3F: 3 clusters Score -97518.97 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97555.492188 Penalty: 675.761780
	Iteration 4Q: 3 clusters Score -97555.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -97597.132812 Penalty: 675.761780
	Iteration 5Q: 3 clusters Score -97597.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -97657.953125 Penalty: 675.761780
	Iteration 6Q: 3 clusters Score -97657.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97731.023438 Penalty: 675.761780
	Iteration 7F: 3 clusters Score -97731.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97778.617188 Penalty: 675.761780
	Iteration 8Q: 3 clusters Score -97778.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97810.335938 Penalty: 675.761780
	Iteration 9Q: 3 clusters Score -97810.34 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97847.914062 Penalty: 675.761780
	Iteration 10Q: 3 clusters Score -97847.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97896.507812 Penalty: 675.761780
	Iteration 11Q: 3 clusters Score -97896.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -97932.781250 Penalty: 675.761780
	Iteration 12Q: 3 clusters Score -97932.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -97952.437500 Penalty: 675.761780
	Iteration 13Q: 3 clusters Score -97952.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -97960.976562 Penalty: 675.761780
	Iteration 14Q: 3 clusters Score -97960.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -97965.593750 Penalty: 675.761780
	Iteration 15Q: 3 clusters Score -97965.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -97972.421875 Penalty: 675.761780
	Iteration 16Q: 3 clusters Score -97972.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -97978.398438 Penalty: 675.761780
	Iteration 17Q: 3 clusters Score -97978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -97985.109375 Penalty: 675.761780
	Iteration 18Q: 3 clusters Score -97985.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -97992.812500 Penalty: 675.761780
	Iteration 19Q: 3 clusters Score -97992.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -97997.671875 Penalty: 675.761780
	Iteration 20F: 3 clusters Score -97997.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -98002.695312 Penalty: 675.761780
	Iteration 21Q: 3 clusters Score -98002.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -98005.812500 Penalty: 675.761780
	Iteration 22Q: 3 clusters Score -98005.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -98009.062500 Penalty: 675.761780
	Iteration 23Q: 3 clusters Score -98009.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -98010.976562 Penalty: 675.761780
	Iteration 24Q: 3 clusters Score -98010.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -98014.023438 Penalty: 675.761780
	Iteration 25Q: 3 clusters Score -98014.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -98015.820312 Penalty: 675.761780
	Iteration 26Q: 3 clusters Score -98015.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -98016.281250 Penalty: 675.761780
	Iteration 27Q: 3 clusters Score -98016.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -98016.281250 Penalty: 675.761780
	Iteration 28F: 3 clusters Score -98016.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -31397.228516 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -31397.23 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 263 members 
Entering Unmasked Estep 
Score: -30860.990234 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -30860.99 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31011.037109 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -31011.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31055.330078 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -31055.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31077.789062 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -31077.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31089.351562 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -31089.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31098.802734 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -31098.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31106.833984 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -31106.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31114.703125 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -31114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31121.335938 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -31121.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31127.050781 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -31127.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31134.341797 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -31134.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31138.630859 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -31138.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31144.082031 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -31144.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31146.548828 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -31146.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31150.003906 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -31150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31152.244141 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -31152.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31154.064453 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -31154.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31156.121094 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -31156.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31158.716797 Penalty: 572.364136
	Iteration 18Q: 3 clusters Score -31158.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31158.716797 Penalty: 572.364136
	Iteration 19F: 3 clusters Score -31158.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4698.280762 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4698.281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4516.202637 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4516.203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4551.738770 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4551.739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4580.597168 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4580.597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4587.944336 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4587.944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4587.944336 Penalty: 421.760345
	Iteration 4F: 3 clusters Score -4587.944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -8854.493164 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -8854.493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8615.596680 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8615.597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8680.135742 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -8680.136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8707.043945 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -8707.044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8720.701172 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -8720.701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8729.711914 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -8729.712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8732.619141 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -8732.619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8736.507812 Penalty: 455.359100
	Iteration 6Q: 3 clusters Score -8736.508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8742.395508 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -8742.396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8747.565430 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -8747.565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8753.595703 Penalty: 455.359100
	Iteration 9Q: 3 clusters Score -8753.596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8755.394531 Penalty: 455.359100
	Iteration 10Q: 3 clusters Score -8755.395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8756.125000 Penalty: 455.359100
	Iteration 11Q: 3 clusters Score -8756.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8756.125000 Penalty: 455.359100
	Iteration 12F: 3 clusters Score -8756.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29390.761719 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29390.76 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29523.496094 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29523.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29560.218750 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29560.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29573.919922 Penalty: 562.945007
	Iteration 3Q: 3 clusters Score -29573.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29584.244141 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29584.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29597.685547 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29597.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29603.392578 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29603.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29609.810547 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29609.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29613.677734 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29613.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29617.152344 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29617.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29621.220703 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29621.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29626.382812 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29626.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29636.386719 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29636.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29643.707031 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29643.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29646.894531 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29646.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29650.712891 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29650.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29654.853516 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29654.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29663.351562 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29663.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29664.644531 Penalty: 562.945007
	Iteration 18Q: 3 clusters Score -29664.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29666.875000 Penalty: 562.945007
	Iteration 19Q: 3 clusters Score -29666.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29668.328125 Penalty: 562.945007
	Iteration 20F: 3 clusters Score -29668.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29678.158203 Penalty: 562.945007
	Iteration 21Q: 3 clusters Score -29678.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29696.191406 Penalty: 562.945007
	Iteration 22Q: 3 clusters Score -29696.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29704.964844 Penalty: 562.945007
	Iteration 23Q: 3 clusters Score -29704.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29710.916016 Penalty: 562.945007
	Iteration 24Q: 3 clusters Score -29710.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29721.480469 Penalty: 562.945007
	Iteration 25Q: 3 clusters Score -29721.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29736.941406 Penalty: 562.945007
	Iteration 26Q: 3 clusters Score -29736.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29741.718750 Penalty: 562.945007
	Iteration 27Q: 3 clusters Score -29741.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29743.886719 Penalty: 562.945007
	Iteration 28Q: 3 clusters Score -29743.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29746.054688 Penalty: 562.945007
	Iteration 29Q: 3 clusters Score -29746.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29748.509766 Penalty: 562.945007
	Iteration 30Q: 3 clusters Score -29748.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29749.398438 Penalty: 562.945007
	Iteration 31Q: 3 clusters Score -29749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29749.527344 Penalty: 562.945007
	Iteration 32Q: 3 clusters Score -29749.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29750.652344 Penalty: 562.945007
	Iteration 33Q: 3 clusters Score -29750.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29751.714844 Penalty: 562.945007
	Iteration 34Q: 3 clusters Score -29751.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29752.259766 Penalty: 562.945007
	Iteration 35Q: 3 clusters Score -29752.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29753.246094 Penalty: 562.945007
	Iteration 36Q: 3 clusters Score -29753.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29753.246094 Penalty: 562.945007
	Iteration 37F: 3 clusters Score -29753.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -9715.450195 Penalty: 246.229889
	Iteration 0F: 2 clusters Score -9715.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9421.605469 Penalty: 492.459778
	Iteration 0F: 3 clusters Score -9421.605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9531.833008 Penalty: 492.459778
	Iteration 1F: 3 clusters Score -9531.833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9566.448242 Penalty: 492.459778
	Iteration 2F: 3 clusters Score -9566.448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9613.641602 Penalty: 492.459778
	Iteration 3F: 3 clusters Score -9613.642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9672.595703 Penalty: 492.459778
	Iteration 4F: 3 clusters Score -9672.596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9701.531250 Penalty: 492.459778
	Iteration 5Q: 3 clusters Score -9701.531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9744.184570 Penalty: 492.459778
	Iteration 6Q: 3 clusters Score -9744.185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9850.922852 Penalty: 492.459778
	Iteration 7Q: 3 clusters Score -9850.923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10007.881836 Penalty: 492.459778
	Iteration 8Q: 3 clusters Score -10007.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10035.287109 Penalty: 492.459778
	Iteration 9Q: 3 clusters Score -10035.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10064.533203 Penalty: 492.459778
	Iteration 10Q: 3 clusters Score -10064.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10097.506836 Penalty: 492.459778
	Iteration 11Q: 3 clusters Score -10097.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10126.331055 Penalty: 492.459778
	Iteration 12Q: 3 clusters Score -10126.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10135.504883 Penalty: 492.459778
	Iteration 13Q: 3 clusters Score -10135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10145.815430 Penalty: 492.459778
	Iteration 14Q: 3 clusters Score -10145.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10150.010742 Penalty: 492.459778
	Iteration 15Q: 3 clusters Score -10150.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10169.218750 Penalty: 492.459778
	Iteration 16F: 3 clusters Score -10169.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10203.750000 Penalty: 492.459778
	Iteration 17Q: 3 clusters Score -10203.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10233.314453 Penalty: 492.459778
	Iteration 18Q: 3 clusters Score -10233.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10292.505859 Penalty: 492.459778
	Iteration 19Q: 3 clusters Score -10292.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10397.706055 Penalty: 492.459778
	Iteration 20F: 3 clusters Score -10397.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10561.784180 Penalty: 492.459778
	Iteration 21Q: 3 clusters Score -10561.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10561.784180 Penalty: 492.459778
	Iteration 22F: 3 clusters Score -10561.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 293 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 481 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 97 members 
Mstep: Class 83 contains 201 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 110 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 240 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 614 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 671 members 
Mstep: Class 99 contains 286 members 
Mstep: Class 100 contains 286 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 98 members 
Mstep: Class 103 contains 406 members 
Mstep: Class 104 contains 241 members 
Mstep: Class 105 contains 127 members 
Mstep: Class 106 contains 400 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 527 members 
Mstep: Class 109 contains 114 members 
Entering Unmasked Estep 
Score: -14138305.000000 Penalty: 61289.605469
Splitting cluster 89 changes total score from -14136233.000000 to -14138305.000000
So it's getting split into cluster 109.
Entering ConstructFrom: 
Trying to split cluster 90 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -12382.703125 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -12382.7 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 107 members 
Entering Unmasked Estep 
Score: -12110.974609 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -12110.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12168.615234 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -12168.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12189.674805 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -12189.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12198.967773 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -12198.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12205.839844 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -12205.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12210.057617 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -12210.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12212.672852 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -12212.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12213.796875 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -12213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12215.856445 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -12215.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12216.485352 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -12216.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12217.409180 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -12217.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12217.409180 Penalty: 480.771515
	Iteration 11F: 3 clusters Score -12217.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4611.261230 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4611.261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4665.066895 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4665.067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4675.041016 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -4675.041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4680.006348 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4680.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4680.624023 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -4680.624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4680.624023 Penalty: 410.488220
	Iteration 5F: 3 clusters Score -4680.624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2020.452759 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2020.453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2085.841309 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2085.841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 827 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 185 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 44154 members 
Mstep: Class 23 contains 1955 members 
Mstep: Class 24 contains 1642 members 
Mstep: Class 25 contains 14 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 163 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1250 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 163 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 198 members 
Mstep: Class 49 contains 497 members 
Mstep: Class 50 contains 274 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13446 members 
Mstep: Class 55 contains 619 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 278 members 
Mstep: Class 64 contains 176 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 1885 members 
Mstep: Class 68 contains 293 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 153 members 
Mstep: Class 72 contains 115 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90884 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 481 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 97 members 
Mstep: Class 83 contains 201 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 539 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 149 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 110 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 93 contains 51 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 443.254913 but Gain 562.292969
Score: -14138673.000000 Penalty: 60727.312500
Iteration 159Q: 109 clusters Score -1.413867e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 135 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 10385 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 152 members 
Mstep: Class 10 contains 439 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 187 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 44046 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 1641 members 
Mstep: Class 26 contains 139 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 164 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 1202 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 667 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 205 members 
Mstep: Class 49 contains 502 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13546 members 
Mstep: Class 55 contains 629 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 321 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 279 members 
Mstep: Class 64 contains 177 members 
Mstep: Class 65 contains 129 members 
Mstep: Class 66 contains 669 members 
Mstep: Class 67 contains 1878 members 
Mstep: Class 68 contains 304 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 114 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90894 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 539 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 98 members 
Mstep: Class 83 contains 204 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 145 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 111 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 66 members 
Mstep: Class 96 contains 615 members 
Mstep: Class 97 contains 206 members 
Mstep: Class 98 contains 664 members 
Mstep: Class 99 contains 284 members 
Mstep: Class 100 contains 284 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 400 members 
Mstep: Class 104 contains 241 members 
Mstep: Class 105 contains 126 members 
Mstep: Class 106 contains 383 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 506 members 
Mstep: Class 109 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139513.000000 Penalty: 60727.312500
Iteration 160F: 109 clusters Score -1.413951e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 10375 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 182 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8316 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 43944 members 
Mstep: Class 23 contains 1959 members 
Mstep: Class 24 contains 1641 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 162 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 666 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16754 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 209 members 
Mstep: Class 49 contains 503 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13620 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 316 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 281 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 659 members 
Mstep: Class 67 contains 1858 members 
Mstep: Class 68 contains 309 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 516 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90890 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 578 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 202 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 140 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 112 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 220 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 620 members 
Mstep: Class 97 contains 238 members 
Mstep: Class 98 contains 673 members 
Mstep: Class 99 contains 289 members 
Mstep: Class 100 contains 283 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 495 members 
Mstep: Class 104 contains 242 members 
Mstep: Class 105 contains 127 members 
Mstep: Class 106 contains 387 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 516 members 
Mstep: Class 109 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139946.000000 Penalty: 60727.312500
Iteration 161Q: 109 clusters Score -1.413995e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 830 members 
Mstep: Class 6 contains 10367 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 289 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 179 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8317 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1741 members 
Mstep: Class 22 contains 43842 members 
Mstep: Class 23 contains 1961 members 
Mstep: Class 24 contains 1641 members 
Mstep: Class 26 contains 135 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 162 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 666 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16754 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1876 members 
Mstep: Class 48 contains 212 members 
Mstep: Class 49 contains 504 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1035 members 
Mstep: Class 54 contains 13684 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 514 members 
Mstep: Class 59 contains 312 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 282 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 654 members 
Mstep: Class 67 contains 1831 members 
Mstep: Class 68 contains 309 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 501 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90915 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 612 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 200 members 
Mstep: Class 84 contains 1684 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 222 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 623 members 
Mstep: Class 97 contains 256 members 
Mstep: Class 98 contains 678 members 
Mstep: Class 99 contains 292 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 558 members 
Mstep: Class 104 contains 244 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 520 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140187.000000 Penalty: 60727.312500
Iteration 162Q: 109 clusters Score -1.414019e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10362 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 465 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 288 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 17 contains 175 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8315 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1740 members 
Mstep: Class 22 contains 43735 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 1641 members 
Mstep: Class 26 contains 135 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 162 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 999 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 666 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16752 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1876 members 
Mstep: Class 48 contains 215 members 
Mstep: Class 49 contains 504 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 13739 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 285 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 649 members 
Mstep: Class 67 contains 1821 members 
Mstep: Class 68 contains 308 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 489 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 90963 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 635 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 199 members 
Mstep: Class 84 contains 1684 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 222 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 270 members 
Mstep: Class 98 contains 677 members 
Mstep: Class 99 contains 296 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 281 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 588 members 
Mstep: Class 104 contains 246 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 411 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 524 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140277.000000 Penalty: 60727.312500
Iteration 163Q: 109 clusters Score -1.414028e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10359 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 468 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 286 members 
Mstep: Class 16 contains 460 members 
Mstep: Class 17 contains 174 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1738 members 
Mstep: Class 22 contains 43626 members 
Mstep: Class 23 contains 1966 members 
Mstep: Class 24 contains 1640 members 
Mstep: Class 26 contains 135 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 162 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 972 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16752 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1881 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 504 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 13786 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 289 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 644 members 
Mstep: Class 67 contains 1817 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 482 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91018 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 641 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 198 members 
Mstep: Class 84 contains 1684 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 133 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 222 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 279 members 
Mstep: Class 98 contains 678 members 
Mstep: Class 99 contains 297 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 280 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 601 members 
Mstep: Class 104 contains 248 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 424 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 529 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140356.000000 Penalty: 60727.312500
Iteration 164Q: 109 clusters Score -1.414036e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10356 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 173 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 43551 members 
Mstep: Class 23 contains 1968 members 
Mstep: Class 24 contains 1640 members 
Mstep: Class 26 contains 135 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 939 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16750 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1885 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 13834 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 292 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 639 members 
Mstep: Class 67 contains 1813 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 477 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91042 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 653 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 198 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 133 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 222 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 285 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 298 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 279 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 610 members 
Mstep: Class 104 contains 249 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 442 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 534 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140473.000000 Penalty: 60727.312500
Iteration 165Q: 109 clusters Score -1.414047e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10353 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 470 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 172 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 43475 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 1640 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 161 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 916 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16747 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1887 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 13883 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 294 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 126 members 
Mstep: Class 66 contains 637 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 306 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 474 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91067 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 651 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 222 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 288 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 299 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 278 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 613 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 467 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 537 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140563.000000 Penalty: 60727.312500
Iteration 166Q: 109 clusters Score -1.414056e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10352 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 473 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 169 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 43399 members 
Mstep: Class 23 contains 1974 members 
Mstep: Class 24 contains 1640 members 
Mstep: Class 26 contains 138 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16745 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 164 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1887 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 13927 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 635 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91095 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 656 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 221 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 302 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 613 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 485 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 540 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140624.000000 Penalty: 60727.312500
Iteration 167Q: 109 clusters Score -1.414062e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10350 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 475 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 43317 members 
Mstep: Class 23 contains 1978 members 
Mstep: Class 24 contains 1640 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16744 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1885 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 13968 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 296 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 634 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91134 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 654 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 221 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 613 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 506 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 541 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140723.000000 Penalty: 60727.312500
Iteration 168Q: 109 clusters Score -1.414072e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10348 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 476 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 43236 members 
Mstep: Class 23 contains 1981 members 
Mstep: Class 24 contains 1640 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14006 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 633 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91176 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 646 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 220 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 613 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 525 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 543 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140795.000000 Penalty: 60727.312500
Iteration 169Q: 109 clusters Score -1.41408e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10346 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 479 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 43159 members 
Mstep: Class 23 contains 1983 members 
Mstep: Class 24 contains 1640 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1879 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14045 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 633 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91216 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 633 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1684 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 220 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 613 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 542 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 543 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140817.000000 Penalty: 60727.312500
Iteration 170Q: 109 clusters Score -1.414082e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10340 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 43095 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 1640 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 869 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1879 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14078 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 633 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91244 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 619 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1686 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 614 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 552 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 543 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140846.000000 Penalty: 60727.312500
Iteration 171Q: 109 clusters Score -1.414085e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10335 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 43040 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 1639 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14101 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 632 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91276 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 610 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1689 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 614 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 566 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 543 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140894.000000 Penalty: 60727.312500
Iteration 172Q: 109 clusters Score -1.414089e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10331 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8302 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42980 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 1639 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1888 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 859 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91319 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 593 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1690 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 615 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 581 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 544 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140956.000000 Penalty: 60727.312500
Iteration 173Q: 109 clusters Score -1.414096e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10326 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42929 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 1638 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1887 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14130 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 859 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91367 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 584 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1689 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 615 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 591 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140990.000000 Penalty: 60727.312500
Iteration 174Q: 109 clusters Score -1.414099e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42881 members 
Mstep: Class 23 contains 1986 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 866 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1887 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14137 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 859 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91414 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 578 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1689 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 615 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 598 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141040.000000 Penalty: 60727.312500
Iteration 175Q: 109 clusters Score -1.414104e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42833 members 
Mstep: Class 23 contains 1987 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 870 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1885 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14151 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 859 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91453 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 571 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1689 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 615 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 600 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141048.000000 Penalty: 60727.312500
Iteration 176Q: 109 clusters Score -1.414105e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10307 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42792 members 
Mstep: Class 23 contains 1988 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1885 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14165 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 859 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91486 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 561 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1690 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 615 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 605 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141074.000000 Penalty: 60727.312500
Iteration 177Q: 109 clusters Score -1.414107e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10298 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 42749 members 
Mstep: Class 23 contains 1988 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14179 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91524 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 552 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1689 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 277 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 615 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 608 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141109.000000 Penalty: 60727.312500
Iteration 178Q: 109 clusters Score -1.414111e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10284 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 42708 members 
Mstep: Class 23 contains 1990 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2223 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14199 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91554 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1692 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 278 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 615 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 608 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141144.000000 Penalty: 60727.312500
Iteration 179Q: 109 clusters Score -1.414114e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10270 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 42666 members 
Mstep: Class 23 contains 1993 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2223 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1882 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14230 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91571 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 547 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1696 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 279 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 615 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 608 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141139.000000 Penalty: 60727.312500
Iteration 180F: 109 clusters Score -1.414114e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10254 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 42610 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2224 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14268 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 295 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 113 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91593 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 548 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1697 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 282 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 629 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 605 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141148.000000 Penalty: 60727.312500
Iteration 181Q: 109 clusters Score -1.414115e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10239 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 42543 members 
Mstep: Class 23 contains 2004 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2223 members 
Mstep: Class 40 contains 16743 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14320 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 296 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1809 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91616 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 283 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 641 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 604 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141187.000000 Penalty: 60727.312500
Iteration 182Q: 109 clusters Score -1.414119e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10223 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 42483 members 
Mstep: Class 23 contains 2010 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 850 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2224 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14364 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 298 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1809 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 109 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91641 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 285 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 653 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 604 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141217.000000 Penalty: 60727.312500
Iteration 183Q: 109 clusters Score -1.414122e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1737 members 
Mstep: Class 22 contains 42417 members 
Mstep: Class 23 contains 2014 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2224 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14422 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 301 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 108 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91662 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1701 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 284 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 660 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 603 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141231.000000 Penalty: 60727.312500
Iteration 184Q: 109 clusters Score -1.414123e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10191 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42353 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2224 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1882 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14463 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 305 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1807 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91701 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 284 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 670 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141236.000000 Penalty: 60727.312500
Iteration 185Q: 109 clusters Score -1.414124e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10174 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 272 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42290 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2225 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1882 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14501 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 313 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1809 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 103 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91741 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 550 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 279 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 668 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 601 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141300.000000 Penalty: 60727.312500
Iteration 186Q: 109 clusters Score -1.41413e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10153 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42224 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2228 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 838 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 216 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14537 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 320 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 104 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91787 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 550 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 274 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 601 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141293.000000 Penalty: 60727.312500
Iteration 187Q: 109 clusters Score -1.414129e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10136 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42149 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14574 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 104 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91839 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 550 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 272 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 600 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141313.000000 Penalty: 60727.312500
Iteration 188Q: 109 clusters Score -1.414131e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10130 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 198 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 42066 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14606 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 322 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 104 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91896 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 270 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141312.000000 Penalty: 60727.312500
Iteration 189Q: 109 clusters Score -1.414131e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41989 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14636 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 320 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 104 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 91949 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 271 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141294.000000 Penalty: 60727.312500
Iteration 190Q: 109 clusters Score -1.414129e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10114 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41914 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14659 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 320 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 104 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92011 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1699 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 271 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141267.000000 Penalty: 60727.312500
Iteration 191Q: 109 clusters Score -1.414127e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41828 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14684 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 104 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92078 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1700 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 269 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141239.000000 Penalty: 60727.312500
Iteration 192Q: 109 clusters Score -1.414124e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10104 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41727 members 
Mstep: Class 23 contains 2020 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14710 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92156 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1700 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141239.000000 Penalty: 60727.312500
Iteration 193Q: 109 clusters Score -1.414124e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10098 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41632 members 
Mstep: Class 23 contains 2019 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1882 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14730 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92241 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1697 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141241.000000 Penalty: 60727.312500
Iteration 194Q: 109 clusters Score -1.414124e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10094 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41534 members 
Mstep: Class 23 contains 2021 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14756 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92314 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1697 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141251.000000 Penalty: 60727.312500
Iteration 195Q: 109 clusters Score -1.414125e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10086 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41422 members 
Mstep: Class 23 contains 2022 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2232 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1883 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14781 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92408 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1696 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141248.000000 Penalty: 60727.312500
Iteration 196Q: 109 clusters Score -1.414125e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10078 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41322 members 
Mstep: Class 23 contains 2023 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2234 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14805 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92489 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141227.000000 Penalty: 60727.312500
Iteration 197Q: 109 clusters Score -1.414123e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10066 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41230 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2238 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14835 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92558 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141236.000000 Penalty: 60727.312500
Iteration 198Q: 109 clusters Score -1.414124e+07 nChanged 118
Entering ConstructFrom: 
Score: -14141236.000000 Penalty: 60727.312500
Entering ConstructFrom: 
Trying to split cluster 1 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -20777.886719 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -20777.89 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 144 members 
Entering Unmasked Estep 
Score: -20429.673828 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -20429.67 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20591.597656 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -20591.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20693.986328 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -20693.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20793.250000 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -20793.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20845.984375 Penalty: 518.435486
	Iteration 4F: 3 clusters Score -20845.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20869.474609 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -20869.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20886.011719 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -20886.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20896.312500 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -20896.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20896.312500 Penalty: 518.435486
	Iteration 8F: 3 clusters Score -20896.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141023.000000 Penalty: 61289.605469
Splitting cluster 1 changes total score from -14141236.000000 to -14141023.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11758.288086 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11758.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11849.360352 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11849.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11888.313477 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11888.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11904.765625 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11904.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11913.195312 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11914.107422 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11914.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11914.450195 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -11914.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11916.025391 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -11916.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11916.372070 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -11916.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11916.372070 Penalty: 494.468689
	Iteration 9F: 3 clusters Score -11916.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4461.544922 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4461.545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4231.624023 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4231.624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4362.455078 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4362.455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4451.593750 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4451.594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4473.204590 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4473.205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4489.585938 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4489.586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4501.536621 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4501.537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4532.879395 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4532.879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4551.477051 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -4551.477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4569.605469 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -4569.605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4582.315430 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -4582.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4583.187012 Penalty: 447.051605
	Iteration 10Q: 3 clusters Score -4583.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4585.977539 Penalty: 447.051605
	Iteration 11F: 3 clusters Score -4585.978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4587.718262 Penalty: 447.051605
	Iteration 12Q: 3 clusters Score -4587.718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4588.783691 Penalty: 447.051605
	Iteration 13Q: 3 clusters Score -4588.784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4588.783691 Penalty: 447.051605
	Iteration 14F: 3 clusters Score -4588.784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 55 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 81 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14140990.000000 Penalty: 61289.605469
Splitting cluster 3 changes total score from -14141236.000000 to -14140990.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -37363.175781 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -37363.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36876.109375 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -36876.11 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37069.296875 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -37069.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37189.929688 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -37189.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37296.613281 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -37296.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37347.164062 Penalty: 563.876404
	Iteration 4F: 3 clusters Score -37347.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37375.515625 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -37375.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37387.164062 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -37387.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37391.808594 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -37391.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37394.785156 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -37394.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37396.523438 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -37396.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37398.230469 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -37398.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37400.039062 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -37400.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37402.542969 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -37402.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37403.652344 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -37403.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37405.269531 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -37405.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37407.707031 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -37407.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37407.832031 Penalty: 563.876404
	Iteration 16Q: 3 clusters Score -37407.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37407.832031 Penalty: 563.876404
	Iteration 17F: 3 clusters Score -37407.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 288 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 203 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14140977.000000 Penalty: 61289.605469
Splitting cluster 4 changes total score from -14141236.000000 to -14140977.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -45613.449219 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -45613.45 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 423 members 
Entering Unmasked Estep 
Score: -44906.246094 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -44906.25 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -45169.507812 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -45169.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45252.402344 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -45252.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45303.261719 Penalty: 611.978088
	Iteration 3F: 3 clusters Score -45303.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45346.539062 Penalty: 611.978088
	Iteration 4F: 3 clusters Score -45346.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45390.117188 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -45390.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45405.406250 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -45405.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45413.074219 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -45413.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45418.062500 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -45418.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45422.679688 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -45422.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45427.625000 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -45427.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45429.011719 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -45429.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45429.816406 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -45429.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45431.042969 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -45431.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45432.164062 Penalty: 611.978088
	Iteration 14Q: 3 clusters Score -45432.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45434.238281 Penalty: 611.978088
	Iteration 15Q: 3 clusters Score -45434.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45436.453125 Penalty: 611.978088
	Iteration 16Q: 3 clusters Score -45436.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45441.074219 Penalty: 611.978088
	Iteration 17Q: 3 clusters Score -45441.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45447.218750 Penalty: 611.978088
	Iteration 18Q: 3 clusters Score -45447.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45449.515625 Penalty: 611.978088
	Iteration 19Q: 3 clusters Score -45449.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45450.671875 Penalty: 611.978088
	Iteration 20F: 3 clusters Score -45450.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45451.394531 Penalty: 611.978088
	Iteration 21Q: 3 clusters Score -45451.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45451.660156 Penalty: 611.978088
	Iteration 22Q: 3 clusters Score -45451.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45454.339844 Penalty: 611.978088
	Iteration 23Q: 3 clusters Score -45454.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45454.339844 Penalty: 611.978088
	Iteration 24F: 3 clusters Score -45454.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Entering Unmasked Estep 
Score: -605667.875000 Penalty: 419.301941
	Iteration 0F: 2 clusters Score -605667.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -598897.312500 Penalty: 838.603882
	Iteration 0F: 3 clusters Score -598897.3 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -601742.937500 Penalty: 838.603882
	Iteration 1F: 3 clusters Score -601742.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -601889.562500 Penalty: 838.603882
	Iteration 2Q: 3 clusters Score -601889.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -602073.687500 Penalty: 838.603882
	Iteration 3Q: 3 clusters Score -602073.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -602370.312500 Penalty: 838.603882
	Iteration 4Q: 3 clusters Score -602370.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -602851.375000 Penalty: 838.603882
	Iteration 5F: 3 clusters Score -602851.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -603540.500000 Penalty: 838.603882
	Iteration 6F: 3 clusters Score -603540.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -604032.125000 Penalty: 838.603882
	Iteration 7F: 3 clusters Score -604032.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -604304.437500 Penalty: 838.603882
	Iteration 8Q: 3 clusters Score -604304.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -604450.000000 Penalty: 838.603882
	Iteration 9Q: 3 clusters Score -604450 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -604556.625000 Penalty: 838.603882
	Iteration 10Q: 3 clusters Score -604556.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -604660.375000 Penalty: 838.603882
	Iteration 11Q: 3 clusters Score -604660.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -604774.625000 Penalty: 838.603882
	Iteration 12Q: 3 clusters Score -604774.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -604900.812500 Penalty: 838.603882
	Iteration 13Q: 3 clusters Score -604900.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -605039.437500 Penalty: 838.603882
	Iteration 14Q: 3 clusters Score -605039.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -605150.937500 Penalty: 838.603882
	Iteration 15Q: 3 clusters Score -605150.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -605216.437500 Penalty: 838.603882
	Iteration 16Q: 3 clusters Score -605216.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -605253.000000 Penalty: 838.603882
	Iteration 17Q: 3 clusters Score -605253 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -605277.250000 Penalty: 838.603882
	Iteration 18Q: 3 clusters Score -605277.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -605286.812500 Penalty: 838.603882
	Iteration 19Q: 3 clusters Score -605286.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -605297.750000 Penalty: 838.603882
	Iteration 20F: 3 clusters Score -605297.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -605300.562500 Penalty: 838.603882
	Iteration 21Q: 3 clusters Score -605300.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -605305.437500 Penalty: 838.603882
	Iteration 22Q: 3 clusters Score -605305.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -605307.375000 Penalty: 838.603882
	Iteration 23Q: 3 clusters Score -605307.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -605311.312500 Penalty: 838.603882
	Iteration 24Q: 3 clusters Score -605311.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -605313.500000 Penalty: 838.603882
	Iteration 25Q: 3 clusters Score -605313.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -605314.500000 Penalty: 838.603882
	Iteration 26Q: 3 clusters Score -605314.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -605315.312500 Penalty: 838.603882
	Iteration 27Q: 3 clusters Score -605315.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -605316.500000 Penalty: 838.603882
	Iteration 28Q: 3 clusters Score -605316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -605317.750000 Penalty: 838.603882
	Iteration 29Q: 3 clusters Score -605317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -605317.875000 Penalty: 838.603882
	Iteration 30Q: 3 clusters Score -605317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -605318.437500 Penalty: 838.603882
	Iteration 31Q: 3 clusters Score -605318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -605318.250000 Penalty: 838.603882
	Iteration 32Q: 3 clusters Score -605318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -605319.125000 Penalty: 838.603882
	Iteration 33Q: 3 clusters Score -605319.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -605319.687500 Penalty: 838.603882
	Iteration 34Q: 3 clusters Score -605319.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -605321.250000 Penalty: 838.603882
	Iteration 35Q: 3 clusters Score -605321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -605322.375000 Penalty: 838.603882
	Iteration 36Q: 3 clusters Score -605322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -605322.250000 Penalty: 838.603882
	Iteration 37Q: 3 clusters Score -605322.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -605324.250000 Penalty: 838.603882
	Iteration 38Q: 3 clusters Score -605324.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -605326.562500 Penalty: 838.603882
	Iteration 39Q: 3 clusters Score -605326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -605325.187500 Penalty: 838.603882
	Iteration 40F: 3 clusters Score -605325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -605325.750000 Penalty: 838.603882
	Iteration 41Q: 3 clusters Score -605325.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -605326.625000 Penalty: 838.603882
	Iteration 42Q: 3 clusters Score -605326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -605326.875000 Penalty: 838.603882
	Iteration 43Q: 3 clusters Score -605326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -605325.062500 Penalty: 838.603882
	Iteration 44Q: 3 clusters Score -605325.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -605327.625000 Penalty: 838.603882
	Iteration 45Q: 3 clusters Score -605327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -605327.687500 Penalty: 838.603882
	Iteration 46Q: 3 clusters Score -605327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -605327.937500 Penalty: 838.603882
	Iteration 47Q: 3 clusters Score -605327.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -605327.750000 Penalty: 838.603882
	Iteration 48Q: 3 clusters Score -605327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -605329.875000 Penalty: 838.603882
	Iteration 49Q: 3 clusters Score -605329.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -605330.500000 Penalty: 838.603882
	Iteration 50Q: 3 clusters Score -605330.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -605332.750000 Penalty: 838.603882
	Iteration 51Q: 3 clusters Score -605332.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -605332.875000 Penalty: 838.603882
	Iteration 52Q: 3 clusters Score -605332.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -605334.250000 Penalty: 838.603882
	Iteration 53Q: 3 clusters Score -605334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -605335.687500 Penalty: 838.603882
	Iteration 54Q: 3 clusters Score -605335.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -605337.125000 Penalty: 838.603882
	Iteration 55Q: 3 clusters Score -605337.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -605339.437500 Penalty: 838.603882
	Iteration 56Q: 3 clusters Score -605339.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -605341.250000 Penalty: 838.603882
	Iteration 57Q: 3 clusters Score -605341.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -605341.812500 Penalty: 838.603882
	Iteration 58Q: 3 clusters Score -605341.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -605344.437500 Penalty: 838.603882
	Iteration 59Q: 3 clusters Score -605344.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -605347.000000 Penalty: 838.603882
	Iteration 60F: 3 clusters Score -605347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -605347.187500 Penalty: 838.603882
	Iteration 61Q: 3 clusters Score -605347.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -605351.062500 Penalty: 838.603882
	Iteration 62Q: 3 clusters Score -605351.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -605352.187500 Penalty: 838.603882
	Iteration 63Q: 3 clusters Score -605352.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -605353.875000 Penalty: 838.603882
	Iteration 64Q: 3 clusters Score -605353.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -605355.437500 Penalty: 838.603882
	Iteration 65Q: 3 clusters Score -605355.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -605355.187500 Penalty: 838.603882
	Iteration 66Q: 3 clusters Score -605355.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -605356.687500 Penalty: 838.603882
	Iteration 67Q: 3 clusters Score -605356.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -605359.750000 Penalty: 838.603882
	Iteration 68Q: 3 clusters Score -605359.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -605363.375000 Penalty: 838.603882
	Iteration 69Q: 3 clusters Score -605363.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -605369.062500 Penalty: 838.603882
	Iteration 70Q: 3 clusters Score -605369.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -605376.812500 Penalty: 838.603882
	Iteration 71Q: 3 clusters Score -605376.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -605383.062500 Penalty: 838.603882
	Iteration 72Q: 3 clusters Score -605383.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -605392.312500 Penalty: 838.603882
	Iteration 73Q: 3 clusters Score -605392.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -605397.500000 Penalty: 838.603882
	Iteration 74Q: 3 clusters Score -605397.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -605402.875000 Penalty: 838.603882
	Iteration 75Q: 3 clusters Score -605402.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -605408.125000 Penalty: 838.603882
	Iteration 76Q: 3 clusters Score -605408.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -605413.187500 Penalty: 838.603882
	Iteration 77Q: 3 clusters Score -605413.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -605417.687500 Penalty: 838.603882
	Iteration 78Q: 3 clusters Score -605417.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -605422.625000 Penalty: 838.603882
	Iteration 79Q: 3 clusters Score -605422.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -605430.000000 Penalty: 838.603882
	Iteration 80F: 3 clusters Score -605430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -605435.625000 Penalty: 838.603882
	Iteration 81Q: 3 clusters Score -605435.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -605440.750000 Penalty: 838.603882
	Iteration 82Q: 3 clusters Score -605440.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -605447.125000 Penalty: 838.603882
	Iteration 83Q: 3 clusters Score -605447.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -605451.000000 Penalty: 838.603882
	Iteration 84Q: 3 clusters Score -605451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -605457.250000 Penalty: 838.603882
	Iteration 85Q: 3 clusters Score -605457.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -605458.562500 Penalty: 838.603882
	Iteration 86Q: 3 clusters Score -605458.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -605460.937500 Penalty: 838.603882
	Iteration 87Q: 3 clusters Score -605460.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -605461.250000 Penalty: 838.603882
	Iteration 88Q: 3 clusters Score -605461.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -605462.312500 Penalty: 838.603882
	Iteration 89Q: 3 clusters Score -605462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -605463.187500 Penalty: 838.603882
	Iteration 90Q: 3 clusters Score -605463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -605463.125000 Penalty: 838.603882
	Iteration 91Q: 3 clusters Score -605463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -605464.500000 Penalty: 838.603882
	Iteration 92Q: 3 clusters Score -605464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -605463.312500 Penalty: 838.603882
	Iteration 93Q: 3 clusters Score -605463.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -605463.312500 Penalty: 838.603882
	Iteration 94Q: 3 clusters Score -605463.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -605463.437500 Penalty: 838.603882
	Iteration 95Q: 3 clusters Score -605463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -605464.875000 Penalty: 838.603882
	Iteration 96Q: 3 clusters Score -605464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -605464.500000 Penalty: 838.603882
	Iteration 97Q: 3 clusters Score -605464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -605465.437500 Penalty: 838.603882
	Iteration 98Q: 3 clusters Score -605465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -605465.437500 Penalty: 838.603882
	Iteration 99F: 3 clusters Score -605465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -177375.671875 Penalty: 349.384918
	Iteration 0F: 2 clusters Score -177375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -175811.921875 Penalty: 698.769836
	Iteration 0F: 3 clusters Score -175811.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -176422.328125 Penalty: 698.769836
	Iteration 1F: 3 clusters Score -176422.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -176674.015625 Penalty: 698.769836
	Iteration 2F: 3 clusters Score -176674 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -176970.281250 Penalty: 698.769836
	Iteration 3F: 3 clusters Score -176970.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -177201.484375 Penalty: 698.769836
	Iteration 4F: 3 clusters Score -177201.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -177302.968750 Penalty: 698.769836
	Iteration 5F: 3 clusters Score -177303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -177335.968750 Penalty: 698.769836
	Iteration 6Q: 3 clusters Score -177336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -177348.375000 Penalty: 698.769836
	Iteration 7Q: 3 clusters Score -177348.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -177357.656250 Penalty: 698.769836
	Iteration 8Q: 3 clusters Score -177357.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -177363.375000 Penalty: 698.769836
	Iteration 9Q: 3 clusters Score -177363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -177364.296875 Penalty: 698.769836
	Iteration 10Q: 3 clusters Score -177364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -177364.265625 Penalty: 698.769836
	Iteration 11Q: 3 clusters Score -177364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -177364.781250 Penalty: 698.769836
	Iteration 12Q: 3 clusters Score -177364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -177364.843750 Penalty: 698.769836
	Iteration 13Q: 3 clusters Score -177364.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -177364.843750 Penalty: 698.769836
	Iteration 14F: 3 clusters Score -177364.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28358.257812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27879.511719 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27879.51 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27987.839844 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -27987.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28013.765625 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -28013.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28033.070312 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -28033.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28050.753906 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -28050.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28061.173828 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28061.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28065.492188 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -28065.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28067.701172 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -28067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28068.253906 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -28068.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28068.773438 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -28068.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28069.185547 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -28069.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28073.005859 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -28073.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28077.195312 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -28077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28081.464844 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -28081.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28082.654297 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -28082.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28084.523438 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -28084.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28087.007812 Penalty: 558.729492
	Iteration 16Q: 3 clusters Score -28087.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28087.841797 Penalty: 558.729492
	Iteration 17Q: 3 clusters Score -28087.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28087.841797 Penalty: 558.729492
	Iteration 18F: 3 clusters Score -28087.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7301.912598 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7301.913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7061.377441 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7061.377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7104.106934 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7104.107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7132.380371 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7132.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7147.252930 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -7147.253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7153.861816 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7153.862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7167.735352 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7167.735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7170.267090 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7170.267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7173.854004 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -7173.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7183.770996 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -7183.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7188.913574 Penalty: 456.572449
	Iteration 9Q: 3 clusters Score -7188.914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7204.035645 Penalty: 456.572449
	Iteration 10Q: 3 clusters Score -7204.036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7221.698242 Penalty: 456.572449
	Iteration 11Q: 3 clusters Score -7221.698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7225.106445 Penalty: 456.572449
	Iteration 12Q: 3 clusters Score -7225.106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7225.106445 Penalty: 456.572449
	Iteration 13F: 3 clusters Score -7225.106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -30106.638672 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -30106.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29619.076172 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -29619.08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29738.738281 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -29738.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29768.773438 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -29768.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29785.125000 Penalty: 562.003906
	Iteration 3Q: 3 clusters Score -29785.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29797.203125 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -29797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29803.244141 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -29803.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29820.523438 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -29820.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29827.656250 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -29827.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29832.371094 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -29832.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29836.636719 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -29836.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29842.527344 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -29842.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29843.759766 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -29843.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29844.517578 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -29844.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29844.681641 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -29844.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29845.359375 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -29845.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29847.691406 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -29847.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29849.701172 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -29849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29852.644531 Penalty: 562.003906
	Iteration 17Q: 3 clusters Score -29852.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29855.785156 Penalty: 562.003906
	Iteration 18Q: 3 clusters Score -29855.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29858.562500 Penalty: 562.003906
	Iteration 19Q: 3 clusters Score -29858.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29860.251953 Penalty: 562.003906
	Iteration 20F: 3 clusters Score -29860.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29862.773438 Penalty: 562.003906
	Iteration 21Q: 3 clusters Score -29862.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29866.095703 Penalty: 562.003906
	Iteration 22Q: 3 clusters Score -29866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29867.173828 Penalty: 562.003906
	Iteration 23Q: 3 clusters Score -29867.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29867.460938 Penalty: 562.003906
	Iteration 24Q: 3 clusters Score -29867.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29867.460938 Penalty: 562.003906
	Iteration 25F: 3 clusters Score -29867.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -18147.382812 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18147.38 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 176 members 
Entering Unmasked Estep 
Score: -17809.912109 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17809.91 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18031.658203 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -18031.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18104.943359 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -18104.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18138.736328 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -18138.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18150.210938 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -18150.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18156.248047 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -18156.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18158.726562 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18158.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18158.726562 Penalty: 534.873962
	Iteration 7F: 3 clusters Score -18158.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 281 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 76 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14140919.000000 Penalty: 61289.605469
Splitting cluster 11 changes total score from -14141236.000000 to -14140919.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 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 200 members 
Entering Unmasked Estep 
Score: -21447.580078 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21447.58 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21569.632812 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21569.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21601.648438 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21601.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21615.988281 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21615.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21622.615234 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21622.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21624.222656 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21624.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21624.835938 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21624.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21625.052734 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21625.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21626.154297 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21626.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21627.869141 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21627.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21629.074219 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21629.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21631.505859 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21631.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21634.794922 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -21634.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21636.187500 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -21636.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21636.187500 Penalty: 542.685730
	Iteration 14F: 3 clusters Score -21636.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4044.693604 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4044.694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4087.662109 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4087.662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4094.098389 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4094.098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4101.229004 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4101.229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4101.229004 Penalty: 399.894867
	Iteration 4F: 3 clusters Score -4101.229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10212.807617 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10212.81 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 105 members 
Entering Unmasked Estep 
Score: -9923.945312 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9923.945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10018.396484 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10018.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10061.175781 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10061.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10120.189453 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10120.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10166.479492 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10166.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10181.917969 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10181.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10207.735352 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10207.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10228.449219 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10228.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10255.173828 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10255.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10276.281250 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -10276.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10295.687500 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -10295.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10309.958008 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -10309.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10328.308594 Penalty: 481.690735
	Iteration 12Q: 3 clusters Score -10328.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10338.454102 Penalty: 481.690735
	Iteration 13Q: 3 clusters Score -10338.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10339.273438 Penalty: 481.690735
	Iteration 14F: 3 clusters Score -10339.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10342.104492 Penalty: 481.690735
	Iteration 15Q: 3 clusters Score -10342.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10342.104492 Penalty: 481.690735
	Iteration 16F: 3 clusters Score -10342.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 88 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 111 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141011.000000 Penalty: 61289.605469
Splitting cluster 14 changes total score from -14141236.000000 to -14141011.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -18385.521484 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -18385.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18040.328125 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18040.33 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18140.408203 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18140.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18170.031250 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18170.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18184.070312 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -18184.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18195.294922 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -18195.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18203.261719 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -18203.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18203.958984 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -18203.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18206.119141 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -18206.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18207.328125 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -18207.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18207.687500 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -18207.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18207.687500 Penalty: 514.056702
	Iteration 10F: 3 clusters Score -18207.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25020.027344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25020.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24558.259766 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24558.26 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24670.404297 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24670.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24695.626953 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24695.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24708.332031 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -24708.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24716.892578 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24716.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24722.925781 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24722.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24725.603516 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24731.207031 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24731.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24742.865234 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24742.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24750.296875 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24750.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24757.214844 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24757.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24766.029297 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -24766.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24769.488281 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -24769.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24771.125000 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -24771.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24774.162109 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -24774.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24777.898438 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -24777.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24777.898438 Penalty: 557.743591
	Iteration 16F: 3 clusters Score -24777.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8355.820312 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8355.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8083.759277 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8083.759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8151.272949 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8151.273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8170.893066 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -8170.893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8186.176270 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8186.176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8194.031250 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -8194.031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8198.945312 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -8198.945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8206.320312 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -8206.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8211.114258 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -8211.114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8211.114258 Penalty: 465.737427
	Iteration 8F: 3 clusters Score -8211.114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -17407.378906 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -17407.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17071.068359 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -17071.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17163.814453 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -17163.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17185.621094 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -17185.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17189.957031 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -17189.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17194.753906 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -17194.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17199.580078 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -17199.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17202.587891 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -17202.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17203.472656 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -17203.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17204.726562 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -17204.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17210.046875 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -17210.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17213.082031 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -17213.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17214.556641 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -17214.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17214.556641 Penalty: 509.118713
	Iteration 12F: 3 clusters Score -17214.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -461832.562500 Penalty: 410.630829
	Iteration 0F: 2 clusters Score -461832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -456366.468750 Penalty: 821.261658
	Iteration 0F: 3 clusters Score -456366.5 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -459011.593750 Penalty: 821.261658
	Iteration 1F: 3 clusters Score -459011.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -459497.343750 Penalty: 821.261658
	Iteration 2F: 3 clusters Score -459497.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -459917.312500 Penalty: 821.261658
	Iteration 3F: 3 clusters Score -459917.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -460212.656250 Penalty: 821.261658
	Iteration 4F: 3 clusters Score -460212.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -460429.156250 Penalty: 821.261658
	Iteration 5Q: 3 clusters Score -460429.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -460596.062500 Penalty: 821.261658
	Iteration 6Q: 3 clusters Score -460596.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -460694.312500 Penalty: 821.261658
	Iteration 7Q: 3 clusters Score -460694.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -460760.875000 Penalty: 821.261658
	Iteration 8Q: 3 clusters Score -460760.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -460829.687500 Penalty: 821.261658
	Iteration 9Q: 3 clusters Score -460829.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -460895.125000 Penalty: 821.261658
	Iteration 10Q: 3 clusters Score -460895.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -460949.250000 Penalty: 821.261658
	Iteration 11Q: 3 clusters Score -460949.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -461006.437500 Penalty: 821.261658
	Iteration 12Q: 3 clusters Score -461006.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -461058.937500 Penalty: 821.261658
	Iteration 13Q: 3 clusters Score -461058.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -461101.843750 Penalty: 821.261658
	Iteration 14Q: 3 clusters Score -461101.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -461142.843750 Penalty: 821.261658
	Iteration 15Q: 3 clusters Score -461142.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -461174.406250 Penalty: 821.261658
	Iteration 16Q: 3 clusters Score -461174.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -461208.500000 Penalty: 821.261658
	Iteration 17Q: 3 clusters Score -461208.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -461240.687500 Penalty: 821.261658
	Iteration 18Q: 3 clusters Score -461240.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -461261.687500 Penalty: 821.261658
	Iteration 19Q: 3 clusters Score -461261.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -461276.375000 Penalty: 821.261658
	Iteration 20F: 3 clusters Score -461276.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -461293.031250 Penalty: 821.261658
	Iteration 21Q: 3 clusters Score -461293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -461307.968750 Penalty: 821.261658
	Iteration 22Q: 3 clusters Score -461308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -461330.625000 Penalty: 821.261658
	Iteration 23Q: 3 clusters Score -461330.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -461356.562500 Penalty: 821.261658
	Iteration 24Q: 3 clusters Score -461356.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -461372.718750 Penalty: 821.261658
	Iteration 25Q: 3 clusters Score -461372.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -461383.562500 Penalty: 821.261658
	Iteration 26Q: 3 clusters Score -461383.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -461393.062500 Penalty: 821.261658
	Iteration 27Q: 3 clusters Score -461393.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -461402.406250 Penalty: 821.261658
	Iteration 28Q: 3 clusters Score -461402.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -461410.437500 Penalty: 821.261658
	Iteration 29Q: 3 clusters Score -461410.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -461414.250000 Penalty: 821.261658
	Iteration 30Q: 3 clusters Score -461414.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -461416.843750 Penalty: 821.261658
	Iteration 31Q: 3 clusters Score -461416.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -461419.031250 Penalty: 821.261658
	Iteration 32Q: 3 clusters Score -461419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -461420.281250 Penalty: 821.261658
	Iteration 33Q: 3 clusters Score -461420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -461422.562500 Penalty: 821.261658
	Iteration 34Q: 3 clusters Score -461422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -461423.687500 Penalty: 821.261658
	Iteration 35Q: 3 clusters Score -461423.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -461425.437500 Penalty: 821.261658
	Iteration 36Q: 3 clusters Score -461425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -461428.625000 Penalty: 821.261658
	Iteration 37Q: 3 clusters Score -461428.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -461430.906250 Penalty: 821.261658
	Iteration 38Q: 3 clusters Score -461430.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -461433.531250 Penalty: 821.261658
	Iteration 39Q: 3 clusters Score -461433.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -461437.562500 Penalty: 821.261658
	Iteration 40F: 3 clusters Score -461437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -461439.656250 Penalty: 821.261658
	Iteration 41Q: 3 clusters Score -461439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -461440.625000 Penalty: 821.261658
	Iteration 42Q: 3 clusters Score -461440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -461442.593750 Penalty: 821.261658
	Iteration 43Q: 3 clusters Score -461442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -461443.531250 Penalty: 821.261658
	Iteration 44Q: 3 clusters Score -461443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -461446.437500 Penalty: 821.261658
	Iteration 45Q: 3 clusters Score -461446.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -461447.937500 Penalty: 821.261658
	Iteration 46Q: 3 clusters Score -461447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -461447.656250 Penalty: 821.261658
	Iteration 47Q: 3 clusters Score -461447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -461447.656250 Penalty: 821.261658
	Iteration 48F: 3 clusters Score -461447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -4225.839844 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -4225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4107.265625 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -4107.266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4170.400879 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -4170.401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -4207.687500 Penalty: 390.431824
	Iteration 2F: 3 clusters Score -4207.688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -4271.716309 Penalty: 390.431824
	Iteration 3F: 3 clusters Score -4271.716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 58 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 15 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14140885.000000 Penalty: 61289.605469
Splitting cluster 20 changes total score from -14141236.000000 to -14140885.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -105772.765625 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -105772.8 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 863 members 
Entering Unmasked Estep 
Score: -104495.289062 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -104495.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -104856.273438 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -104856.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -104914.945312 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -104914.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -104965.359375 Penalty: 678.799805
	Iteration 3F: 3 clusters Score -104965.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105001.140625 Penalty: 678.799805
	Iteration 4Q: 3 clusters Score -105001.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -105032.421875 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -105032.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -105062.031250 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -105062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105089.179688 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -105089.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105118.000000 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -105118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105146.914062 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -105146.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105199.492188 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -105199.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105260.984375 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -105261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -105324.804688 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -105324.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -105366.351562 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -105366.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -105390.070312 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -105390.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -105409.609375 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -105409.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -105430.609375 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -105430.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -105449.812500 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -105449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -105456.460938 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -105456.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -105465.328125 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -105465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -105472.375000 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -105472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -105476.554688 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -105476.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -105481.117188 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -105481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -105486.968750 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -105487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -105492.757812 Penalty: 678.799805
	Iteration 24Q: 3 clusters Score -105492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -105497.585938 Penalty: 678.799805
	Iteration 25Q: 3 clusters Score -105497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -105500.851562 Penalty: 678.799805
	Iteration 26Q: 3 clusters Score -105500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -105502.890625 Penalty: 678.799805
	Iteration 27Q: 3 clusters Score -105502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -105503.507812 Penalty: 678.799805
	Iteration 28Q: 3 clusters Score -105503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -105504.179688 Penalty: 678.799805
	Iteration 29Q: 3 clusters Score -105504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -105504.179688 Penalty: 678.799805
	Iteration 30F: 3 clusters Score -105504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Entering Unmasked Estep 
Score: -2538562.000000 Penalty: 483.425476
	Iteration 0F: 2 clusters Score -2538562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2510890.000000 Penalty: 966.850952
	Iteration 0F: 3 clusters Score -2510890 nChanged 19932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2522513.000000 Penalty: 966.850952
	Iteration 1F: 3 clusters Score -2522513 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2523017.000000 Penalty: 966.850952
	Iteration 2Q: 3 clusters Score -2523017 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2523599.000000 Penalty: 966.850952
	Iteration 3Q: 3 clusters Score -2523599 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2524360.000000 Penalty: 966.850952
	Iteration 4Q: 3 clusters Score -2524360 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2525472.500000 Penalty: 966.850952
	Iteration 5F: 3 clusters Score -2525472 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2527093.750000 Penalty: 966.850952
	Iteration 6F: 3 clusters Score -2527094 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2529001.750000 Penalty: 966.850952
	Iteration 7F: 3 clusters Score -2529002 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -2530599.500000 Penalty: 966.850952
	Iteration 8F: 3 clusters Score -2530600 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -2531488.500000 Penalty: 966.850952
	Iteration 9Q: 3 clusters Score -2531488 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -2531957.250000 Penalty: 966.850952
	Iteration 10Q: 3 clusters Score -2531957 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -2532290.500000 Penalty: 966.850952
	Iteration 11Q: 3 clusters Score -2532290 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -2532574.250000 Penalty: 966.850952
	Iteration 12Q: 3 clusters Score -2532574 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -2532876.250000 Penalty: 966.850952
	Iteration 13Q: 3 clusters Score -2532876 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2533227.250000 Penalty: 966.850952
	Iteration 14Q: 3 clusters Score -2533227 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -2533607.000000 Penalty: 966.850952
	Iteration 15Q: 3 clusters Score -2533607 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -2534042.000000 Penalty: 966.850952
	Iteration 16Q: 3 clusters Score -2534042 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -2534503.000000 Penalty: 966.850952
	Iteration 17Q: 3 clusters Score -2534503 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -2535006.000000 Penalty: 966.850952
	Iteration 18Q: 3 clusters Score -2535006 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -2535552.750000 Penalty: 966.850952
	Iteration 19Q: 3 clusters Score -2535553 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -2536075.500000 Penalty: 966.850952
	Iteration 20F: 3 clusters Score -2536076 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -2536619.000000 Penalty: 966.850952
	Iteration 21Q: 3 clusters Score -2536619 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -2537095.500000 Penalty: 966.850952
	Iteration 22Q: 3 clusters Score -2537096 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -2537495.500000 Penalty: 966.850952
	Iteration 23Q: 3 clusters Score -2537496 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -2537781.750000 Penalty: 966.850952
	Iteration 24Q: 3 clusters Score -2537782 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -2537982.500000 Penalty: 966.850952
	Iteration 25Q: 3 clusters Score -2537982 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -2538095.000000 Penalty: 966.850952
	Iteration 26Q: 3 clusters Score -2538095 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -2538154.500000 Penalty: 966.850952
	Iteration 27Q: 3 clusters Score -2538154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -2538198.750000 Penalty: 966.850952
	Iteration 28Q: 3 clusters Score -2538199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -2538235.250000 Penalty: 966.850952
	Iteration 29Q: 3 clusters Score -2538235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -2538260.000000 Penalty: 966.850952
	Iteration 30Q: 3 clusters Score -2538260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -2538275.000000 Penalty: 966.850952
	Iteration 31Q: 3 clusters Score -2538275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -2538280.500000 Penalty: 966.850952
	Iteration 32Q: 3 clusters Score -2538280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -2538283.000000 Penalty: 966.850952
	Iteration 33Q: 3 clusters Score -2538283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -2538283.500000 Penalty: 966.850952
	Iteration 34Q: 3 clusters Score -2538284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -2538283.500000 Penalty: 966.850952
	Iteration 35Q: 3 clusters Score -2538284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -2538286.000000 Penalty: 966.850952
	Iteration 36Q: 3 clusters Score -2538286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -2538286.750000 Penalty: 966.850952
	Iteration 37Q: 3 clusters Score -2538287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -2538289.250000 Penalty: 966.850952
	Iteration 38Q: 3 clusters Score -2538289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -2538291.750000 Penalty: 966.850952
	Iteration 39Q: 3 clusters Score -2538292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -2538298.500000 Penalty: 966.850952
	Iteration 40F: 3 clusters Score -2538298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -2538304.000000 Penalty: 966.850952
	Iteration 41Q: 3 clusters Score -2538304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -2538309.750000 Penalty: 966.850952
	Iteration 42Q: 3 clusters Score -2538310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -2538312.250000 Penalty: 966.850952
	Iteration 43Q: 3 clusters Score -2538312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -2538314.500000 Penalty: 966.850952
	Iteration 44Q: 3 clusters Score -2538314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -2538312.000000 Penalty: 966.850952
	Iteration 45Q: 3 clusters Score -2538312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -2538312.500000 Penalty: 966.850952
	Iteration 46Q: 3 clusters Score -2538312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -2538313.250000 Penalty: 966.850952
	Iteration 47Q: 3 clusters Score -2538313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -2538313.000000 Penalty: 966.850952
	Iteration 48Q: 3 clusters Score -2538313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -2538313.500000 Penalty: 966.850952
	Iteration 49Q: 3 clusters Score -2538314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -2538315.000000 Penalty: 966.850952
	Iteration 50Q: 3 clusters Score -2538315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -2538313.000000 Penalty: 966.850952
	Iteration 51Q: 3 clusters Score -2538313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -2538313.000000 Penalty: 966.850952
	Iteration 52Q: 3 clusters Score -2538313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -2538313.000000 Penalty: 966.850952
	Iteration 53F: 3 clusters Score -2538313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -134752.437500 Penalty: 346.383820
	Iteration 0F: 2 clusters Score -134752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -133298.531250 Penalty: 692.767639
	Iteration 0F: 3 clusters Score -133298.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -133825.625000 Penalty: 692.767639
	Iteration 1F: 3 clusters Score -133825.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -133912.671875 Penalty: 692.767639
	Iteration 2F: 3 clusters Score -133912.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -133992.906250 Penalty: 692.767639
	Iteration 3F: 3 clusters Score -133992.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134084.328125 Penalty: 692.767639
	Iteration 4F: 3 clusters Score -134084.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134158.703125 Penalty: 692.767639
	Iteration 5Q: 3 clusters Score -134158.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134206.796875 Penalty: 692.767639
	Iteration 6Q: 3 clusters Score -134206.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134225.968750 Penalty: 692.767639
	Iteration 7Q: 3 clusters Score -134226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134243.843750 Penalty: 692.767639
	Iteration 8Q: 3 clusters Score -134243.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134253.125000 Penalty: 692.767639
	Iteration 9Q: 3 clusters Score -134253.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134255.500000 Penalty: 692.767639
	Iteration 10Q: 3 clusters Score -134255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134258.437500 Penalty: 692.767639
	Iteration 11Q: 3 clusters Score -134258.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134262.046875 Penalty: 692.767639
	Iteration 12Q: 3 clusters Score -134262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134264.859375 Penalty: 692.767639
	Iteration 13Q: 3 clusters Score -134264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134265.640625 Penalty: 692.767639
	Iteration 14Q: 3 clusters Score -134265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134266.250000 Penalty: 692.767639
	Iteration 15Q: 3 clusters Score -134266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134266.250000 Penalty: 692.767639
	Iteration 16F: 3 clusters Score -134266.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -99607.398438 Penalty: 336.700439
	Iteration 0F: 2 clusters Score -99607.4 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 828 members 
Entering Unmasked Estep 
Score: -98408.609375 Penalty: 673.400879
	Iteration 0F: 3 clusters Score -98408.61 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -98816.289062 Penalty: 673.400879
	Iteration 1F: 3 clusters Score -98816.29 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -98887.078125 Penalty: 673.400879
	Iteration 2F: 3 clusters Score -98887.08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -98937.796875 Penalty: 673.400879
	Iteration 3Q: 3 clusters Score -98937.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -98977.351562 Penalty: 673.400879
	Iteration 4Q: 3 clusters Score -98977.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -99000.757812 Penalty: 673.400879
	Iteration 5Q: 3 clusters Score -99000.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -99026.414062 Penalty: 673.400879
	Iteration 6Q: 3 clusters Score -99026.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -99062.093750 Penalty: 673.400879
	Iteration 7Q: 3 clusters Score -99062.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -99097.617188 Penalty: 673.400879
	Iteration 8Q: 3 clusters Score -99097.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -99114.117188 Penalty: 673.400879
	Iteration 9Q: 3 clusters Score -99114.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -99121.523438 Penalty: 673.400879
	Iteration 10Q: 3 clusters Score -99121.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -99134.312500 Penalty: 673.400879
	Iteration 11Q: 3 clusters Score -99134.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -99146.257812 Penalty: 673.400879
	Iteration 12Q: 3 clusters Score -99146.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -99154.023438 Penalty: 673.400879
	Iteration 13Q: 3 clusters Score -99154.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -99160.328125 Penalty: 673.400879
	Iteration 14Q: 3 clusters Score -99160.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -99164.921875 Penalty: 673.400879
	Iteration 15Q: 3 clusters Score -99164.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -99167.664062 Penalty: 673.400879
	Iteration 16Q: 3 clusters Score -99167.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -99171.289062 Penalty: 673.400879
	Iteration 17Q: 3 clusters Score -99171.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -99175.796875 Penalty: 673.400879
	Iteration 18Q: 3 clusters Score -99175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -99177.921875 Penalty: 673.400879
	Iteration 19Q: 3 clusters Score -99177.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -99180.882812 Penalty: 673.400879
	Iteration 20F: 3 clusters Score -99180.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -99183.960938 Penalty: 673.400879
	Iteration 21Q: 3 clusters Score -99183.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -99187.046875 Penalty: 673.400879
	Iteration 22Q: 3 clusters Score -99187.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -99187.382812 Penalty: 673.400879
	Iteration 23Q: 3 clusters Score -99187.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -99187.867188 Penalty: 673.400879
	Iteration 24Q: 3 clusters Score -99187.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -99188.390625 Penalty: 673.400879
	Iteration 25Q: 3 clusters Score -99188.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -99188.718750 Penalty: 673.400879
	Iteration 26Q: 3 clusters Score -99188.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -99188.937500 Penalty: 673.400879
	Iteration 27Q: 3 clusters Score -99188.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -99188.937500 Penalty: 673.400879
	Iteration 28F: 3 clusters Score -99188.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6610.772949 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6610.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6382.437012 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6382.437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6427.157715 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6427.158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6451.077148 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6451.077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6459.589355 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6459.589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6467.893555 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6467.894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6471.735840 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6471.736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6474.814453 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6474.814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6476.066895 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6476.067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6476.066895 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -6476.067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16603.154297 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16603.15 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16664.960938 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16664.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16674.978516 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -16674.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16679.980469 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16679.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16682.619141 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16682.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16682.902344 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16683.552734 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -16683.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16683.552734 Penalty: 502.088196
	Iteration 7F: 3 clusters Score -16683.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145156.468750 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -143472.421875 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143472.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -144024.546875 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -144024.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -144107.953125 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144163.890625 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -144163.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -144226.656250 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -144226.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -144301.078125 Penalty: 708.689514
	Iteration 5F: 3 clusters Score -144301.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -144382.031250 Penalty: 708.689514
	Iteration 6F: 3 clusters Score -144382 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144458.187500 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144458.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -144524.781250 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144524.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -144595.453125 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144595.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -144656.406250 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144656.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -144702.140625 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144702.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -144733.328125 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144733.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -144758.562500 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144758.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -144770.468750 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144770.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -144783.187500 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144783.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -144799.031250 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -144811.031250 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -144817.500000 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -144827.171875 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -144836.968750 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -144844.984375 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -144845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -144849.343750 Penalty: 708.689514
	Iteration 22Q: 3 clusters Score -144849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -144853.843750 Penalty: 708.689514
	Iteration 23Q: 3 clusters Score -144853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -144859.515625 Penalty: 708.689514
	Iteration 24Q: 3 clusters Score -144859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -144863.984375 Penalty: 708.689514
	Iteration 25Q: 3 clusters Score -144864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -144864.765625 Penalty: 708.689514
	Iteration 26Q: 3 clusters Score -144864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -144865.593750 Penalty: 708.689514
	Iteration 27Q: 3 clusters Score -144865.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -144865.593750 Penalty: 708.689514
	Iteration 28F: 3 clusters Score -144865.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 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 290 members 
Entering Unmasked Estep 
Score: -33655.394531 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33655.39 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33834.867188 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33834.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33879.640625 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33879.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33921.582031 Penalty: 578.247681
	Iteration 3F: 3 clusters Score -33921.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33941.339844 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -33941.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33948.859375 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -33948.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33951.429688 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -33951.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33955.339844 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -33955.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33960.457031 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -33960.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33964.800781 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -33964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33968.589844 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -33968.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33974.894531 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -33974.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33981.753906 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -33981.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33992.136719 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -33992.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34001.148438 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -34001.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -34005.656250 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -34005.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -34010.214844 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -34010.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34013.859375 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -34013.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34017.511719 Penalty: 578.247681
	Iteration 18Q: 3 clusters Score -34017.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -34022.140625 Penalty: 578.247681
	Iteration 19Q: 3 clusters Score -34022.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34026.640625 Penalty: 578.247681
	Iteration 20F: 3 clusters Score -34026.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34031.250000 Penalty: 578.247681
	Iteration 21Q: 3 clusters Score -34031.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34039.148438 Penalty: 578.247681
	Iteration 22Q: 3 clusters Score -34039.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34044.707031 Penalty: 578.247681
	Iteration 23Q: 3 clusters Score -34044.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34046.550781 Penalty: 578.247681
	Iteration 24Q: 3 clusters Score -34046.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34050.808594 Penalty: 578.247681
	Iteration 25Q: 3 clusters Score -34050.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34056.902344 Penalty: 578.247681
	Iteration 26Q: 3 clusters Score -34056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34064.226562 Penalty: 578.247681
	Iteration 27Q: 3 clusters Score -34064.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34069.304688 Penalty: 578.247681
	Iteration 28Q: 3 clusters Score -34069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34070.378906 Penalty: 578.247681
	Iteration 29Q: 3 clusters Score -34070.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34071.562500 Penalty: 578.247681
	Iteration 30Q: 3 clusters Score -34071.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34072.929688 Penalty: 578.247681
	Iteration 31Q: 3 clusters Score -34072.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34075.128906 Penalty: 578.247681
	Iteration 32Q: 3 clusters Score -34075.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -34075.777344 Penalty: 578.247681
	Iteration 33Q: 3 clusters Score -34075.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34077.601562 Penalty: 578.247681
	Iteration 34Q: 3 clusters Score -34077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34077.929688 Penalty: 578.247681
	Iteration 35Q: 3 clusters Score -34077.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34078.351562 Penalty: 578.247681
	Iteration 36Q: 3 clusters Score -34078.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34078.351562 Penalty: 578.247681
	Iteration 37F: 3 clusters Score -34078.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -7054.166504 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -7054.167 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 72 members 
Entering Unmasked Estep 
Score: -6797.621094 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -6797.621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6903.320312 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -6903.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6963.029297 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -6963.029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6977.604004 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -6977.604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6997.999023 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -6997.999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7000.619629 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -7000.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7013.083496 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -7013.083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7020.925781 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -7020.926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7029.229492 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -7029.229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7051.441895 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -7051.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7063.718262 Penalty: 461.840820
	Iteration 10Q: 3 clusters Score -7063.718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7065.016602 Penalty: 461.840820
	Iteration 11Q: 3 clusters Score -7065.017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7065.016602 Penalty: 461.840820
	Iteration 12F: 3 clusters Score -7065.017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 89 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 71 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14140891.000000 Penalty: 61289.605469
Splitting cluster 30 changes total score from -14141236.000000 to -14140891.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9644.636719 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9644.637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9733.827148 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9733.827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9763.122070 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9763.122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9779.138672 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9779.139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9788.278320 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9788.278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9790.934570 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9790.935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9796.621094 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9796.621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9800.225586 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9800.226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9804.004883 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9804.005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9811.223633 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -9811.224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9814.640625 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -9814.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9814.640625 Penalty: 469.474030
	Iteration 11F: 3 clusters Score -9814.641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 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 242 members 
Entering Unmasked Estep 
Score: -30541.406250 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30541.41 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30702.755859 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30702.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30729.755859 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30729.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30752.484375 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -30752.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30775.656250 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30775.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30793.513672 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30793.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30804.720703 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30804.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30819.052734 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30819.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30826.265625 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30826.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30832.343750 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30832.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30837.035156 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30837.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30839.068359 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -30839.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30840.589844 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -30840.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30840.589844 Penalty: 569.969238
	Iteration 13F: 3 clusters Score -30840.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -21173.126953 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -21173.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20695.187500 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -20695.19 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20812.275391 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -20812.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20848.447266 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -20848.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20875.017578 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -20875.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20894.447266 Penalty: 558.925415
	Iteration 4F: 3 clusters Score -20894.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20911.000000 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -20911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20919.720703 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -20919.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20932.957031 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -20932.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20938.021484 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -20938.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20939.800781 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -20939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20941.855469 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -20941.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20942.970703 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -20942.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20943.652344 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -20943.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20943.652344 Penalty: 558.925415
	Iteration 13F: 3 clusters Score -20943.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -57661.523438 Penalty: 306.043610
	Iteration 0F: 2 clusters Score -57661.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -56993.859375 Penalty: 612.087219
	Iteration 0F: 3 clusters Score -56993.86 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57438.113281 Penalty: 612.087219
	Iteration 1F: 3 clusters Score -57438.11 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -57611.910156 Penalty: 612.087219
	Iteration 2F: 3 clusters Score -57611.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57668.136719 Penalty: 612.087219
	Iteration 3F: 3 clusters Score -57668.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57689.554688 Penalty: 612.087219
	Iteration 4Q: 3 clusters Score -57689.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57698.593750 Penalty: 612.087219
	Iteration 5Q: 3 clusters Score -57698.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57708.867188 Penalty: 612.087219
	Iteration 6Q: 3 clusters Score -57708.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57718.859375 Penalty: 612.087219
	Iteration 7Q: 3 clusters Score -57718.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57728.007812 Penalty: 612.087219
	Iteration 8Q: 3 clusters Score -57728.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57732.964844 Penalty: 612.087219
	Iteration 9Q: 3 clusters Score -57732.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57735.691406 Penalty: 612.087219
	Iteration 10Q: 3 clusters Score -57735.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57736.027344 Penalty: 612.087219
	Iteration 11Q: 3 clusters Score -57736.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57736.027344 Penalty: 612.087219
	Iteration 12F: 3 clusters Score -57736.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 345 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141009.000000 Penalty: 61289.605469
Splitting cluster 34 changes total score from -14141236.000000 to -14141009.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 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 195 members 
Entering Unmasked Estep 
Score: -22283.373047 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22283.37 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22442.837891 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22442.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22494.251953 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22494.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22518.318359 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -22518.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22528.064453 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22528.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22542.925781 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22542.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22558.154297 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22558.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22562.849609 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22562.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22565.185547 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -22565.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22566.722656 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22566.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22567.822266 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22567.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22567.822266 Penalty: 545.903259
	Iteration 11F: 3 clusters Score -22567.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4625.558594 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4625.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4377.462402 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4377.462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4527.824219 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4527.824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4588.312988 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -4588.313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4647.448730 Penalty: 458.362671
	Iteration 3F: 3 clusters Score -4647.449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4752.312988 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -4752.313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4859.556152 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -4859.556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4895.164062 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -4895.164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4931.677246 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -4931.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4931.677246 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -4931.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 84 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 70 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141179.000000 Penalty: 61289.605469
Splitting cluster 36 changes total score from -14141236.000000 to -14141179.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -45462.707031 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -45462.71 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 305 members 
Entering Unmasked Estep 
Score: -44932.339844 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -44932.34 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45199.609375 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -45199.61 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45379.746094 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -45379.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45476.328125 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -45476.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45536.984375 Penalty: 592.026367
	Iteration 4Q: 3 clusters Score -45536.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45564.781250 Penalty: 592.026367
	Iteration 5Q: 3 clusters Score -45564.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45581.285156 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -45581.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45592.007812 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -45592.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45597.093750 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -45597.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45597.800781 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -45597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45597.800781 Penalty: 592.026367
	Iteration 10F: 3 clusters Score -45597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 471 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141066.000000 Penalty: 61289.605469
Splitting cluster 37 changes total score from -14141236.000000 to -14141066.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8292.152344 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8292.152 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 80 members 
Entering Unmasked Estep 
Score: -8007.680176 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8007.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8067.798828 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8067.799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8097.520020 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8097.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8106.240234 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8106.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8111.674805 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8111.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8114.021484 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -8114.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8115.082520 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -8115.083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8115.082520 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -8115.083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -129927.390625 Penalty: 351.139496
	Iteration 0F: 2 clusters Score -129927.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -128327.289062 Penalty: 702.278992
	Iteration 0F: 3 clusters Score -128327.3 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -128849.750000 Penalty: 702.278992
	Iteration 1F: 3 clusters Score -128849.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -128935.734375 Penalty: 702.278992
	Iteration 2F: 3 clusters Score -128935.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -129020.304688 Penalty: 702.278992
	Iteration 3Q: 3 clusters Score -129020.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -129132.265625 Penalty: 702.278992
	Iteration 4F: 3 clusters Score -129132.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -129276.507812 Penalty: 702.278992
	Iteration 5F: 3 clusters Score -129276.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -129459.304688 Penalty: 702.278992
	Iteration 6F: 3 clusters Score -129459.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -129602.546875 Penalty: 702.278992
	Iteration 7F: 3 clusters Score -129602.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -129673.859375 Penalty: 702.278992
	Iteration 8F: 3 clusters Score -129673.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -129723.828125 Penalty: 702.278992
	Iteration 9Q: 3 clusters Score -129723.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -129750.062500 Penalty: 702.278992
	Iteration 10Q: 3 clusters Score -129750.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -129769.273438 Penalty: 702.278992
	Iteration 11Q: 3 clusters Score -129769.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -129782.281250 Penalty: 702.278992
	Iteration 12Q: 3 clusters Score -129782.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -129789.664062 Penalty: 702.278992
	Iteration 13Q: 3 clusters Score -129789.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -129795.328125 Penalty: 702.278992
	Iteration 14Q: 3 clusters Score -129795.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -129799.781250 Penalty: 702.278992
	Iteration 15Q: 3 clusters Score -129799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -129804.007812 Penalty: 702.278992
	Iteration 16Q: 3 clusters Score -129804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -129808.140625 Penalty: 702.278992
	Iteration 17Q: 3 clusters Score -129808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -129812.015625 Penalty: 702.278992
	Iteration 18Q: 3 clusters Score -129812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -129815.492188 Penalty: 702.278992
	Iteration 19Q: 3 clusters Score -129815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -129820.523438 Penalty: 702.278992
	Iteration 20F: 3 clusters Score -129820.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -129827.718750 Penalty: 702.278992
	Iteration 21Q: 3 clusters Score -129827.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -129835.953125 Penalty: 702.278992
	Iteration 22Q: 3 clusters Score -129836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -129842.437500 Penalty: 702.278992
	Iteration 23Q: 3 clusters Score -129842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -129846.593750 Penalty: 702.278992
	Iteration 24Q: 3 clusters Score -129846.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -129849.539062 Penalty: 702.278992
	Iteration 25Q: 3 clusters Score -129849.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -129852.765625 Penalty: 702.278992
	Iteration 26Q: 3 clusters Score -129852.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -129855.570312 Penalty: 702.278992
	Iteration 27Q: 3 clusters Score -129855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -129856.835938 Penalty: 702.278992
	Iteration 28Q: 3 clusters Score -129856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -129858.968750 Penalty: 702.278992
	Iteration 29Q: 3 clusters Score -129859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -129862.976562 Penalty: 702.278992
	Iteration 30Q: 3 clusters Score -129863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -129865.117188 Penalty: 702.278992
	Iteration 31Q: 3 clusters Score -129865.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -129868.695312 Penalty: 702.278992
	Iteration 32Q: 3 clusters Score -129868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -129871.492188 Penalty: 702.278992
	Iteration 33Q: 3 clusters Score -129871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -129873.132812 Penalty: 702.278992
	Iteration 34Q: 3 clusters Score -129873.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -129876.335938 Penalty: 702.278992
	Iteration 35Q: 3 clusters Score -129876.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -129879.968750 Penalty: 702.278992
	Iteration 36Q: 3 clusters Score -129880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -129882.375000 Penalty: 702.278992
	Iteration 37Q: 3 clusters Score -129882.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -129884.515625 Penalty: 702.278992
	Iteration 38Q: 3 clusters Score -129884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -129885.492188 Penalty: 702.278992
	Iteration 39Q: 3 clusters Score -129885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -129886.109375 Penalty: 702.278992
	Iteration 40F: 3 clusters Score -129886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -129886.445312 Penalty: 702.278992
	Iteration 41Q: 3 clusters Score -129886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -129886.398438 Penalty: 702.278992
	Iteration 42Q: 3 clusters Score -129886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -129886.687500 Penalty: 702.278992
	Iteration 43Q: 3 clusters Score -129886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -129886.687500 Penalty: 702.278992
	Iteration 44F: 3 clusters Score -129886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1416647.500000 Penalty: 442.518250
	Iteration 0F: 2 clusters Score -1416648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1407991.250000 Penalty: 885.036499
	Iteration 0F: 3 clusters Score -1407991 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1412600.000000 Penalty: 885.036499
	Iteration 1F: 3 clusters Score -1412600 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1413006.375000 Penalty: 885.036499
	Iteration 2F: 3 clusters Score -1413006 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1413578.875000 Penalty: 885.036499
	Iteration 3F: 3 clusters Score -1413579 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1414371.500000 Penalty: 885.036499
	Iteration 4F: 3 clusters Score -1414372 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1415121.000000 Penalty: 885.036499
	Iteration 5F: 3 clusters Score -1415121 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1415555.875000 Penalty: 885.036499
	Iteration 6F: 3 clusters Score -1415556 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1415679.500000 Penalty: 885.036499
	Iteration 7Q: 3 clusters Score -1415680 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1415688.750000 Penalty: 885.036499
	Iteration 8Q: 3 clusters Score -1415689 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1415708.500000 Penalty: 885.036499
	Iteration 9Q: 3 clusters Score -1415708 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1415730.500000 Penalty: 885.036499
	Iteration 10Q: 3 clusters Score -1415730 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1415760.750000 Penalty: 885.036499
	Iteration 11Q: 3 clusters Score -1415761 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1415802.250000 Penalty: 885.036499
	Iteration 12Q: 3 clusters Score -1415802 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1415851.625000 Penalty: 885.036499
	Iteration 13Q: 3 clusters Score -1415852 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1415905.625000 Penalty: 885.036499
	Iteration 14Q: 3 clusters Score -1415906 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1415927.125000 Penalty: 885.036499
	Iteration 15Q: 3 clusters Score -1415927 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1415948.750000 Penalty: 885.036499
	Iteration 16Q: 3 clusters Score -1415949 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1415961.250000 Penalty: 885.036499
	Iteration 17Q: 3 clusters Score -1415961 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1415971.875000 Penalty: 885.036499
	Iteration 18Q: 3 clusters Score -1415972 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1415964.500000 Penalty: 885.036499
	Iteration 19Q: 3 clusters Score -1415964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1415971.250000 Penalty: 885.036499
	Iteration 20F: 3 clusters Score -1415971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1415963.375000 Penalty: 885.036499
	Iteration 21Q: 3 clusters Score -1415963 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1415959.625000 Penalty: 885.036499
	Iteration 22Q: 3 clusters Score -1415960 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1415963.750000 Penalty: 885.036499
	Iteration 23Q: 3 clusters Score -1415964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1415970.500000 Penalty: 885.036499
	Iteration 24Q: 3 clusters Score -1415970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1415979.125000 Penalty: 885.036499
	Iteration 25Q: 3 clusters Score -1415979 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1415983.500000 Penalty: 885.036499
	Iteration 26Q: 3 clusters Score -1415984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1415990.375000 Penalty: 885.036499
	Iteration 27Q: 3 clusters Score -1415990 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1415999.125000 Penalty: 885.036499
	Iteration 28Q: 3 clusters Score -1415999 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1416015.625000 Penalty: 885.036499
	Iteration 29Q: 3 clusters Score -1416016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1416018.625000 Penalty: 885.036499
	Iteration 30Q: 3 clusters Score -1416019 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1416034.875000 Penalty: 885.036499
	Iteration 31Q: 3 clusters Score -1416035 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1416029.875000 Penalty: 885.036499
	Iteration 32Q: 3 clusters Score -1416030 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1416033.500000 Penalty: 885.036499
	Iteration 33Q: 3 clusters Score -1416034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1416029.250000 Penalty: 885.036499
	Iteration 34Q: 3 clusters Score -1416029 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1416024.375000 Penalty: 885.036499
	Iteration 35Q: 3 clusters Score -1416024 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1416021.375000 Penalty: 885.036499
	Iteration 36Q: 3 clusters Score -1416021 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1416033.125000 Penalty: 885.036499
	Iteration 37Q: 3 clusters Score -1416033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1416038.625000 Penalty: 885.036499
	Iteration 38Q: 3 clusters Score -1416039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1416043.875000 Penalty: 885.036499
	Iteration 39Q: 3 clusters Score -1416044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1416042.625000 Penalty: 885.036499
	Iteration 40F: 3 clusters Score -1416043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1416047.125000 Penalty: 885.036499
	Iteration 41Q: 3 clusters Score -1416047 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1416044.000000 Penalty: 885.036499
	Iteration 42Q: 3 clusters Score -1416044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1416050.000000 Penalty: 885.036499
	Iteration 43Q: 3 clusters Score -1416050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1416041.125000 Penalty: 885.036499
	Iteration 44Q: 3 clusters Score -1416041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1416044.375000 Penalty: 885.036499
	Iteration 45Q: 3 clusters Score -1416044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1416044.000000 Penalty: 885.036499
	Iteration 46Q: 3 clusters Score -1416044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1416044.125000 Penalty: 885.036499
	Iteration 47Q: 3 clusters Score -1416044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1416041.750000 Penalty: 885.036499
	Iteration 48Q: 3 clusters Score -1416042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1416044.625000 Penalty: 885.036499
	Iteration 49Q: 3 clusters Score -1416045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1416040.125000 Penalty: 885.036499
	Iteration 50Q: 3 clusters Score -1416040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1416037.375000 Penalty: 885.036499
	Iteration 51Q: 3 clusters Score -1416037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1416038.500000 Penalty: 885.036499
	Iteration 52Q: 3 clusters Score -1416038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1416039.625000 Penalty: 885.036499
	Iteration 53Q: 3 clusters Score -1416040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1416037.875000 Penalty: 885.036499
	Iteration 54Q: 3 clusters Score -1416038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1416033.375000 Penalty: 885.036499
	Iteration 55Q: 3 clusters Score -1416033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1416038.500000 Penalty: 885.036499
	Iteration 56Q: 3 clusters Score -1416038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1416038.750000 Penalty: 885.036499
	Iteration 57Q: 3 clusters Score -1416039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1416036.750000 Penalty: 885.036499
	Iteration 58Q: 3 clusters Score -1416037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1416033.750000 Penalty: 885.036499
	Iteration 59Q: 3 clusters Score -1416034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1416030.625000 Penalty: 885.036499
	Iteration 60F: 3 clusters Score -1416031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1416029.875000 Penalty: 885.036499
	Iteration 61Q: 3 clusters Score -1416030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1416025.125000 Penalty: 885.036499
	Iteration 62Q: 3 clusters Score -1416025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1416024.375000 Penalty: 885.036499
	Iteration 63Q: 3 clusters Score -1416024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1416025.375000 Penalty: 885.036499
	Iteration 64Q: 3 clusters Score -1416025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1416026.250000 Penalty: 885.036499
	Iteration 65Q: 3 clusters Score -1416026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1416025.875000 Penalty: 885.036499
	Iteration 66Q: 3 clusters Score -1416026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1416026.000000 Penalty: 885.036499
	Iteration 67Q: 3 clusters Score -1416026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1416027.125000 Penalty: 885.036499
	Iteration 68Q: 3 clusters Score -1416027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1416027.125000 Penalty: 885.036499
	Iteration 69F: 3 clusters Score -1416027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -114227.398438 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114227.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -114655.429688 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114655.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -114729.156250 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114729.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -114787.679688 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114787.7 nChanged 89
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: -114830.976562 Penalty: 685.468750
	Iteration 4Q: 3 clusters Score -114831 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -114870.078125 Penalty: 685.468750
	Iteration 5Q: 3 clusters Score -114870.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -114908.773438 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -114908.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -114943.062500 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -114943.1 nChanged 61
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: -114979.968750 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -114980 nChanged 54
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: -115002.828125 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -115002.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -115013.382812 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115013.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -115019.210938 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115019.2 nChanged 16
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: -115021.710938 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115021.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -115023.703125 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -115025.101562 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -115026.539062 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115026.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -115028.664062 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -115028.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -115029.320312 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -115029.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -115030.312500 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -115030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -115030.710938 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -115030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -115031.617188 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -115031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -115033.109375 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -115033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -115034.640625 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -115034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -115035.773438 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -115035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -115037.476562 Penalty: 685.468750
	Iteration 24Q: 3 clusters Score -115037.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -115040.687500 Penalty: 685.468750
	Iteration 25Q: 3 clusters Score -115040.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -115045.632812 Penalty: 685.468750
	Iteration 26Q: 3 clusters Score -115045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -115047.960938 Penalty: 685.468750
	Iteration 27Q: 3 clusters Score -115048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -115049.085938 Penalty: 685.468750
	Iteration 28Q: 3 clusters Score -115049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -115049.773438 Penalty: 685.468750
	Iteration 29Q: 3 clusters Score -115049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -115050.820312 Penalty: 685.468750
	Iteration 30Q: 3 clusters Score -115050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -115051.281250 Penalty: 685.468750
	Iteration 31Q: 3 clusters Score -115051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -115052.007812 Penalty: 685.468750
	Iteration 32Q: 3 clusters Score -115052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -115052.351562 Penalty: 685.468750
	Iteration 33Q: 3 clusters Score -115052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -115052.695312 Penalty: 685.468750
	Iteration 34Q: 3 clusters Score -115052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -115052.882812 Penalty: 685.468750
	Iteration 35Q: 3 clusters Score -115052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -115052.718750 Penalty: 685.468750
	Iteration 36Q: 3 clusters Score -115052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -115052.718750 Penalty: 685.468750
	Iteration 37F: 3 clusters Score -115052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -46726.902344 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -46726.9 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 422 members 
Entering Unmasked Estep 
Score: -46018.722656 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -46018.72 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -46231.128906 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -46231.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46300.847656 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -46300.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -46375.105469 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -46375.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46446.589844 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -46446.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -46513.656250 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -46513.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46564.656250 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -46564.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -46585.175781 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -46585.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -46595.375000 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -46595.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -46598.589844 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -46598.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46600.222656 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -46600.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -46600.945312 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -46600.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46603.218750 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -46603.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -46604.191406 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -46604.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46605.945312 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -46605.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46607.101562 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -46607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46608.339844 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -46608.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -46612.000000 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -46612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -46615.148438 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -46615.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -46617.800781 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -46617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -46618.253906 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -46618.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9008.659180 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9008.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8761.877930 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -8761.878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8831.683594 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -8831.684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8838.839844 Penalty: 464.641052
	Iteration 2Q: 3 clusters Score -8838.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8849.549805 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -8849.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8856.253906 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -8856.254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8860.475586 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -8860.476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8869.986328 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -8869.986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8870.886719 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -8870.887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8876.723633 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -8876.724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8882.414062 Penalty: 464.641052
	Iteration 9Q: 3 clusters Score -8882.414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8885.647461 Penalty: 464.641052
	Iteration 10Q: 3 clusters Score -8885.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8885.647461 Penalty: 464.641052
	Iteration 11F: 3 clusters Score -8885.647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 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 224 members 
Entering Unmasked Estep 
Score: -20623.199219 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20623.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20817.746094 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20817.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20970.408203 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -20970.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21054.033203 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -21054.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21073.677734 Penalty: 546.128723
	Iteration 4Q: 3 clusters Score -21073.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21090.066406 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -21090.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21093.144531 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -21093.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21093.144531 Penalty: 546.128723
	Iteration 7F: 3 clusters Score -21093.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 302 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 102 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14140968.000000 Penalty: 61289.605469
Splitting cluster 44 changes total score from -14141236.000000 to -14140968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5376.007812 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5376.008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5458.028320 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5458.028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5464.390625 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -5464.391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5464.982422 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5464.982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5470.002930 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5470.003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5473.990723 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5473.991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5477.559082 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -5477.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5479.229492 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -5479.229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5485.855957 Penalty: 432.576691
	Iteration 8Q: 3 clusters Score -5485.856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5488.735840 Penalty: 432.576691
	Iteration 9Q: 3 clusters Score -5488.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5490.437988 Penalty: 432.576691
	Iteration 10F: 3 clusters Score -5490.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5498.790039 Penalty: 432.576691
	Iteration 11Q: 3 clusters Score -5498.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5501.034668 Penalty: 432.576691
	Iteration 12Q: 3 clusters Score -5501.035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5502.653320 Penalty: 432.576691
	Iteration 13Q: 3 clusters Score -5502.653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5502.653320 Penalty: 432.576691
	Iteration 14F: 3 clusters Score -5502.653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 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 162 members 
Entering Unmasked Estep 
Score: -21691.763672 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21691.76 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21818.189453 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21818.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21841.820312 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21841.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21850.689453 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -21850.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21854.464844 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -21854.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21858.867188 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21858.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21864.648438 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21864.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21866.361328 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21866.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21866.955078 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -21866.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21866.955078 Penalty: 535.887878
	Iteration 9F: 3 clusters Score -21866.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -112213.617188 Penalty: 343.122437
	Iteration 0F: 2 clusters Score -112213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -110831.843750 Penalty: 686.244873
	Iteration 0F: 3 clusters Score -110831.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -111314.468750 Penalty: 686.244873
	Iteration 1F: 3 clusters Score -111314.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -111401.804688 Penalty: 686.244873
	Iteration 2F: 3 clusters Score -111401.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -111472.593750 Penalty: 686.244873
	Iteration 3F: 3 clusters Score -111472.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -111538.164062 Penalty: 686.244873
	Iteration 4Q: 3 clusters Score -111538.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -111594.906250 Penalty: 686.244873
	Iteration 5Q: 3 clusters Score -111594.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -111629.031250 Penalty: 686.244873
	Iteration 6Q: 3 clusters Score -111629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -111664.218750 Penalty: 686.244873
	Iteration 7Q: 3 clusters Score -111664.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111696.812500 Penalty: 686.244873
	Iteration 8Q: 3 clusters Score -111696.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111753.359375 Penalty: 686.244873
	Iteration 9Q: 3 clusters Score -111753.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -111809.179688 Penalty: 686.244873
	Iteration 10Q: 3 clusters Score -111809.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111848.484375 Penalty: 686.244873
	Iteration 11Q: 3 clusters Score -111848.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111876.359375 Penalty: 686.244873
	Iteration 12Q: 3 clusters Score -111876.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111887.695312 Penalty: 686.244873
	Iteration 13Q: 3 clusters Score -111887.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111895.351562 Penalty: 686.244873
	Iteration 14Q: 3 clusters Score -111895.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111898.492188 Penalty: 686.244873
	Iteration 15Q: 3 clusters Score -111898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111899.984375 Penalty: 686.244873
	Iteration 16Q: 3 clusters Score -111900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111900.718750 Penalty: 686.244873
	Iteration 17Q: 3 clusters Score -111900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111901.148438 Penalty: 686.244873
	Iteration 18Q: 3 clusters Score -111901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111902.179688 Penalty: 686.244873
	Iteration 19Q: 3 clusters Score -111902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111902.250000 Penalty: 686.244873
	Iteration 20F: 3 clusters Score -111902.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111902.218750 Penalty: 686.244873
	Iteration 21Q: 3 clusters Score -111902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111902.218750 Penalty: 686.244873
	Iteration 22F: 3 clusters Score -111902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14279.938477 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14279.94 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 113 members 
Entering Unmasked Estep 
Score: -13969.650391 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -13969.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14024.938477 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14024.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14043.776367 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14043.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14056.400391 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -14056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14065.940430 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14065.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14068.224609 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14068.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14069.024414 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14069.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14071.165039 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14071.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14072.899414 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14072.899414 Penalty: 489.570648
	Iteration 9F: 3 clusters Score -14072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -28220.345703 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -28220.35 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 246 members 
Entering Unmasked Estep 
Score: -27714.251953 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27714.25 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27845.193359 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27845.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27878.140625 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27878.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27893.166016 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -27893.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27904.796875 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27917.375000 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27917.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27922.476562 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -27922.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27923.589844 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -27923.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27925.093750 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -27925.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27925.585938 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -27925.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27926.917969 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -27926.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27927.640625 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -27927.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27928.841797 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -27928.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27928.841797 Penalty: 566.434814
	Iteration 13F: 3 clusters Score -27928.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14622.604492 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14275.409180 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14275.41 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14370.769531 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14370.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14390.342773 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14390.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14400.250977 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14400.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14412.464844 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14412.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14418.016602 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14418.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14420.808594 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14420.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14425.475586 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14425.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14433.513672 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14433.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14449.245117 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14449.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14467.764648 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14467.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14516.602539 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14544.882812 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -14544.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14558.126953 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -14558.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14569.639648 Penalty: 511.126190
	Iteration 14Q: 3 clusters Score -14569.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14581.388672 Penalty: 511.126190
	Iteration 15Q: 3 clusters Score -14581.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14593.061523 Penalty: 511.126190
	Iteration 16Q: 3 clusters Score -14593.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14611.346680 Penalty: 511.126190
	Iteration 17Q: 3 clusters Score -14611.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14625.500977 Penalty: 511.126190
	Iteration 18Q: 3 clusters Score -14625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14627.201172 Penalty: 511.126190
	Iteration 19Q: 3 clusters Score -14627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14627.201172 Penalty: 511.126190
	Iteration 20F: 3 clusters Score -14627.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 126 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14140905.000000 Penalty: 61289.605469
Splitting cluster 50 changes total score from -14141236.000000 to -14140905.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 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 169 members 
Entering Unmasked Estep 
Score: -20641.738281 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20641.74 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20774.439453 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20774.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20812.019531 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20812.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20827.251953 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -20827.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20838.171875 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20838.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20850.769531 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20850.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20864.916016 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20864.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20868.179688 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -20868.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20870.330078 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -20870.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20871.746094 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -20871.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20872.216797 Penalty: 529.897156
	Iteration 10Q: 3 clusters Score -20872.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20872.216797 Penalty: 529.897156
	Iteration 11F: 3 clusters Score -20872.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6216.416016 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6216.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5994.447266 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5994.447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6107.375000 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6107.375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6115.426758 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -6115.427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6127.645508 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6127.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6128.460449 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6128.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6128.460449 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -6128.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -61740.398438 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -61740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -60934.828125 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -60934.83 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -61174.425781 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -61174.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61212.304688 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -61212.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -61243.742188 Penalty: 631.648315
	Iteration 3Q: 3 clusters Score -61243.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -61273.058594 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -61273.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -61304.843750 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -61304.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -61330.628906 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -61330.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -61350.843750 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -61350.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -61378.894531 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -61378.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -61399.011719 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -61399.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -61416.238281 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -61416.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -61434.156250 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -61434.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -61448.480469 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -61448.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -61452.765625 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -61452.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -61457.269531 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -61457.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -61459.605469 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -61459.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -61461.097656 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -61461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -61463.082031 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -61463.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -61465.113281 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -61465.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -61466.265625 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -61466.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -61466.265625 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -61466.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Entering Unmasked Estep 
Score: -948313.375000 Penalty: 437.095551
	Iteration 0F: 2 clusters Score -948313.4 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 7389 members 
Entering Unmasked Estep 
Score: -938448.125000 Penalty: 874.191101
	Iteration 0F: 3 clusters Score -938448.1 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -942662.312500 Penalty: 874.191101
	Iteration 1F: 3 clusters Score -942662.3 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -943422.125000 Penalty: 874.191101
	Iteration 2F: 3 clusters Score -943422.1 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -944514.875000 Penalty: 874.191101
	Iteration 3F: 3 clusters Score -944514.9 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -945775.937500 Penalty: 874.191101
	Iteration 4F: 3 clusters Score -945775.9 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -946770.062500 Penalty: 874.191101
	Iteration 5F: 3 clusters Score -946770.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -947284.062500 Penalty: 874.191101
	Iteration 6Q: 3 clusters Score -947284.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -947472.812500 Penalty: 874.191101
	Iteration 7Q: 3 clusters Score -947472.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -947584.500000 Penalty: 874.191101
	Iteration 8Q: 3 clusters Score -947584.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -947665.062500 Penalty: 874.191101
	Iteration 9Q: 3 clusters Score -947665.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -947732.562500 Penalty: 874.191101
	Iteration 10Q: 3 clusters Score -947732.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -947787.187500 Penalty: 874.191101
	Iteration 11Q: 3 clusters Score -947787.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -947830.187500 Penalty: 874.191101
	Iteration 12Q: 3 clusters Score -947830.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -947871.812500 Penalty: 874.191101
	Iteration 13Q: 3 clusters Score -947871.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -947906.937500 Penalty: 874.191101
	Iteration 14Q: 3 clusters Score -947906.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -947939.500000 Penalty: 874.191101
	Iteration 15Q: 3 clusters Score -947939.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -947977.562500 Penalty: 874.191101
	Iteration 16Q: 3 clusters Score -947977.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -948007.312500 Penalty: 874.191101
	Iteration 17Q: 3 clusters Score -948007.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -948038.125000 Penalty: 874.191101
	Iteration 18Q: 3 clusters Score -948038.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -948072.562500 Penalty: 874.191101
	Iteration 19Q: 3 clusters Score -948072.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -948096.875000 Penalty: 874.191101
	Iteration 20F: 3 clusters Score -948096.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -948116.937500 Penalty: 874.191101
	Iteration 21Q: 3 clusters Score -948116.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -948132.937500 Penalty: 874.191101
	Iteration 22Q: 3 clusters Score -948132.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -948147.625000 Penalty: 874.191101
	Iteration 23Q: 3 clusters Score -948147.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -948155.437500 Penalty: 874.191101
	Iteration 24Q: 3 clusters Score -948155.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -948163.625000 Penalty: 874.191101
	Iteration 25Q: 3 clusters Score -948163.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -948165.187500 Penalty: 874.191101
	Iteration 26Q: 3 clusters Score -948165.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -948170.687500 Penalty: 874.191101
	Iteration 27Q: 3 clusters Score -948170.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -948172.812500 Penalty: 874.191101
	Iteration 28Q: 3 clusters Score -948172.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -948175.187500 Penalty: 874.191101
	Iteration 29Q: 3 clusters Score -948175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -948175.625000 Penalty: 874.191101
	Iteration 30Q: 3 clusters Score -948175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -948178.000000 Penalty: 874.191101
	Iteration 31Q: 3 clusters Score -948178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -948179.375000 Penalty: 874.191101
	Iteration 32Q: 3 clusters Score -948179.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -948180.687500 Penalty: 874.191101
	Iteration 33Q: 3 clusters Score -948180.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -948181.500000 Penalty: 874.191101
	Iteration 34Q: 3 clusters Score -948181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -948181.437500 Penalty: 874.191101
	Iteration 35Q: 3 clusters Score -948181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -948181.937500 Penalty: 874.191101
	Iteration 36Q: 3 clusters Score -948181.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -948183.625000 Penalty: 874.191101
	Iteration 37Q: 3 clusters Score -948183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -948183.062500 Penalty: 874.191101
	Iteration 38Q: 3 clusters Score -948183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -948181.562500 Penalty: 874.191101
	Iteration 39Q: 3 clusters Score -948181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -948181.375000 Penalty: 874.191101
	Iteration 40F: 3 clusters Score -948181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -948180.625000 Penalty: 874.191101
	Iteration 41Q: 3 clusters Score -948180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -948181.500000 Penalty: 874.191101
	Iteration 42Q: 3 clusters Score -948181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -948181.500000 Penalty: 874.191101
	Iteration 43F: 3 clusters Score -948181.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -21704.738281 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -21704.74 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 311 members 
Entering Unmasked Estep 
Score: -21143.490234 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -21143.49 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21457.978516 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -21457.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21592.078125 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -21592.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21694.505859 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -21694.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21768.677734 Penalty: 584.515442
	Iteration 4F: 3 clusters Score -21768.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21811.375000 Penalty: 584.515442
	Iteration 5Q: 3 clusters Score -21811.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21843.691406 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -21843.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21859.130859 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -21859.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21875.712891 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -21875.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21881.699219 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -21881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21885.076172 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -21885.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21885.396484 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -21885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21885.396484 Penalty: 584.515442
	Iteration 12F: 3 clusters Score -21885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 492 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141109.000000 Penalty: 61289.605469
Splitting cluster 55 changes total score from -14141236.000000 to -14141109.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7978.422852 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7978.423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8010.652832 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8010.653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8032.854492 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -8032.854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8048.114258 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8048.114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8064.014648 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8064.015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8067.209961 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -8067.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8068.345703 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -8068.346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8068.345703 Penalty: 447.051605
	Iteration 7F: 3 clusters Score -8068.346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9746.339844 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9746.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9814.134766 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9814.135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9858.022461 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -9858.022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9870.047852 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -9870.048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9880.696289 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -9880.696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9889.828125 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -9889.828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9891.727539 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -9891.728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9895.388672 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -9895.389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9895.388672 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -9895.389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -31532.662109 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -31532.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31047.154297 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -31047.15 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31178.261719 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -31178.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31213.511719 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -31213.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31234.603516 Penalty: 567.865112
	Iteration 3Q: 3 clusters Score -31234.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -31249.064453 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -31249.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31265.632812 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -31265.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31276.363281 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -31276.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31277.744141 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -31277.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31278.486328 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -31278.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31278.898438 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -31278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31279.302734 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -31279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31283.000000 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -31283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31283.570312 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -31283.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31283.570312 Penalty: 567.865112
	Iteration 13F: 3 clusters Score -31283.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16273.258789 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -16273.26 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 151 members 
Entering Unmasked Estep 
Score: -15922.392578 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -15922.39 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16058.596680 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -16058.6 nChanged 21
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: -16079.994141 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -16079.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16089.021484 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -16089.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16098.262695 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -16098.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16104.752930 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -16104.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16111.823242 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -16111.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16113.552734 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -16113.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16114.439453 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -16114.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16116.843750 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -16116.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16119.320312 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -16119.32 nChanged 4
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: -16123.820312 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -16123.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16131.600586 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -16131.6 nChanged 1
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: -16132.226562 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -16132.23 nChanged 0
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: -16132.226562 Penalty: 522.904541
	Iteration 14F: 3 clusters Score -16132.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6818.569824 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6818.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6880.330566 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6880.331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6918.819336 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6918.819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6935.907227 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6935.907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6944.062988 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6944.063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6956.667480 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6956.667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6988.434082 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6988.434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7135.961914 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -7135.962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7153.943848 Penalty: 442.945648
	Iteration 8F: 3 clusters Score -7153.944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7178.552246 Penalty: 442.945648
	Iteration 9F: 3 clusters Score -7178.552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7187.776855 Penalty: 442.945648
	Iteration 10Q: 3 clusters Score -7187.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7187.776855 Penalty: 442.945648
	Iteration 11F: 3 clusters Score -7187.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 93 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 37 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141005.000000 Penalty: 61289.605469
Splitting cluster 60 changes total score from -14141236.000000 to -14141005.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3124.524414 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3124.524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3149.359863 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3149.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3152.238770 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3152.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3155.481689 Penalty: 379.869263
	Iteration 3Q: 3 clusters Score -3155.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3155.481689 Penalty: 379.869263
	Iteration 4F: 3 clusters Score -3155.482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -45140.332031 Penalty: 307.493286
	Iteration 0F: 2 clusters Score -45140.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -44443.039062 Penalty: 614.986572
	Iteration 0F: 3 clusters Score -44443.04 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -44776.062500 Penalty: 614.986572
	Iteration 1F: 3 clusters Score -44776.06 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -44890.164062 Penalty: 614.986572
	Iteration 2F: 3 clusters Score -44890.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -44956.003906 Penalty: 614.986572
	Iteration 3F: 3 clusters Score -44956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -44988.628906 Penalty: 614.986572
	Iteration 4Q: 3 clusters Score -44988.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -45002.683594 Penalty: 614.986572
	Iteration 5Q: 3 clusters Score -45002.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -45010.890625 Penalty: 614.986572
	Iteration 6Q: 3 clusters Score -45010.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -45016.792969 Penalty: 614.986572
	Iteration 7Q: 3 clusters Score -45016.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -45025.144531 Penalty: 614.986572
	Iteration 8Q: 3 clusters Score -45025.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -45034.078125 Penalty: 614.986572
	Iteration 9Q: 3 clusters Score -45034.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -45041.593750 Penalty: 614.986572
	Iteration 10Q: 3 clusters Score -45041.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -45042.500000 Penalty: 614.986572
	Iteration 11Q: 3 clusters Score -45042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -45042.632812 Penalty: 614.986572
	Iteration 12Q: 3 clusters Score -45042.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -45042.632812 Penalty: 614.986572
	Iteration 13F: 3 clusters Score -45042.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -21826.884766 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -21826.88 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 143 members 
Entering Unmasked Estep 
Score: -21468.876953 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -21468.88 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21573.365234 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -21573.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21612.140625 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -21612.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21640.427734 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -21640.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21653.416016 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -21653.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21676.515625 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -21676.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21689.082031 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -21689.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21702.376953 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -21702.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21715.351562 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -21715.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21739.884766 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -21739.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21748.013672 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -21748.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21754.353516 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -21754.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21755.470703 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -21755.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21755.470703 Penalty: 525.201111
	Iteration 13F: 3 clusters Score -21755.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9737.250977 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9737.251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9469.107422 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9469.107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9526.558594 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9526.559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9535.986328 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9535.986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9537.673828 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9537.674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9541.585938 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9541.586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9542.380859 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9542.381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9543.352539 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -9543.353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9543.352539 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -9543.353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -2527.717773 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -2527.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2312.936523 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -2312.937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2410.445557 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -2410.446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2426.202148 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -2426.202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2455.499023 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -2455.499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2526.644043 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -2526.644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2526.644043 Penalty: 439.376556
	Iteration 5F: 3 clusters Score -2526.644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -47725.718750 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -47725.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47160.765625 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -47160.77 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47329.042969 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -47329.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47406.613281 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -47406.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47451.750000 Penalty: 586.560486
	Iteration 3F: 3 clusters Score -47451.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47471.996094 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -47472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47482.824219 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -47482.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47499.199219 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -47499.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47513.347656 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -47513.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47523.687500 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -47523.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -47533.796875 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -47533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47550.800781 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -47550.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47583.527344 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -47583.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47612.878906 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -47612.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47624.714844 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -47624.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47629.039062 Penalty: 586.560486
	Iteration 14Q: 3 clusters Score -47629.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47630.292969 Penalty: 586.560486
	Iteration 15Q: 3 clusters Score -47630.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47631.359375 Penalty: 586.560486
	Iteration 16Q: 3 clusters Score -47631.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47632.652344 Penalty: 586.560486
	Iteration 17Q: 3 clusters Score -47632.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47632.652344 Penalty: 586.560486
	Iteration 18F: 3 clusters Score -47632.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -142874.500000 Penalty: 341.299225
	Iteration 0F: 2 clusters Score -142874.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -141530.078125 Penalty: 682.598450
	Iteration 0F: 3 clusters Score -141530.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -141967.375000 Penalty: 682.598450
	Iteration 1F: 3 clusters Score -141967.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -142064.593750 Penalty: 682.598450
	Iteration 2F: 3 clusters Score -142064.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -142139.625000 Penalty: 682.598450
	Iteration 3F: 3 clusters Score -142139.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -142197.171875 Penalty: 682.598450
	Iteration 4F: 3 clusters Score -142197.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -142261.578125 Penalty: 682.598450
	Iteration 5Q: 3 clusters Score -142261.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -142338.140625 Penalty: 682.598450
	Iteration 6Q: 3 clusters Score -142338.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -142418.812500 Penalty: 682.598450
	Iteration 7Q: 3 clusters Score -142418.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -142516.984375 Penalty: 682.598450
	Iteration 8Q: 3 clusters Score -142517 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -142651.031250 Penalty: 682.598450
	Iteration 9F: 3 clusters Score -142651 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -142751.593750 Penalty: 682.598450
	Iteration 10Q: 3 clusters Score -142751.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -142776.062500 Penalty: 682.598450
	Iteration 11Q: 3 clusters Score -142776.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -142785.250000 Penalty: 682.598450
	Iteration 12Q: 3 clusters Score -142785.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -142789.859375 Penalty: 682.598450
	Iteration 13Q: 3 clusters Score -142789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -142791.468750 Penalty: 682.598450
	Iteration 14Q: 3 clusters Score -142791.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -142793.453125 Penalty: 682.598450
	Iteration 15Q: 3 clusters Score -142793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -142793.968750 Penalty: 682.598450
	Iteration 16Q: 3 clusters Score -142794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -142793.968750 Penalty: 682.598450
	Iteration 17F: 3 clusters Score -142794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15654.398438 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15654.4 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 168 members 
Entering Unmasked Estep 
Score: -15275.494141 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15275.49 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15384.936523 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15384.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15423.238281 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -15423.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15445.682617 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -15445.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15461.069336 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15461.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15470.554688 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -15470.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15481.014648 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -15481.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15483.826172 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -15483.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15486.578125 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -15486.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15490.190430 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -15490.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15491.896484 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -15491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15492.888672 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -15492.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15494.581055 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -15494.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15496.679688 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -15496.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15499.141602 Penalty: 521.143127
	Iteration 14Q: 3 clusters Score -15499.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15501.797852 Penalty: 521.143127
	Iteration 15Q: 3 clusters Score -15501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15503.366211 Penalty: 521.143127
	Iteration 16Q: 3 clusters Score -15503.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15503.670898 Penalty: 521.143127
	Iteration 17Q: 3 clusters Score -15503.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15504.686523 Penalty: 521.143127
	Iteration 18Q: 3 clusters Score -15504.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15504.686523 Penalty: 521.143127
	Iteration 19F: 3 clusters Score -15504.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 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 340 members 
Entering Unmasked Estep 
Score: -36446.988281 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36446.99 nChanged 253
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: -36605.187500 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36605.19 nChanged 58
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: -36658.402344 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36658.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36698.417969 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -36698.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -36722.324219 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -36722.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36742.972656 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -36742.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -36756.953125 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36756.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -36767.167969 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36767.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -36771.914062 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36771.91 nChanged 6
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: -36777.441406 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36777.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36779.761719 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36779.76 nChanged 4
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: -36781.613281 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36781.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -36782.960938 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36782.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -36783.714844 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36783.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -36784.570312 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36784.57 nChanged 3
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: -36785.445312 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -36785.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -36786.671875 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -36786.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -36786.902344 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -36786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -36786.902344 Penalty: 591.343628
	Iteration 18F: 3 clusters Score -36786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -29879.597656 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -29879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29442.423828 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -29442.42 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29593.867188 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -29593.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29618.708984 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -29618.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29635.695312 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -29635.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29647.873047 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -29647.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29657.472656 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -29657.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29661.972656 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -29661.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29668.611328 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -29668.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29674.714844 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -29674.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29679.644531 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -29679.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29683.138672 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -29683.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29684.906250 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -29684.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29686.033203 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -29686.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29687.873047 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -29687.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29689.888672 Penalty: 560.477661
	Iteration 14Q: 3 clusters Score -29689.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29691.640625 Penalty: 560.477661
	Iteration 15Q: 3 clusters Score -29691.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29695.457031 Penalty: 560.477661
	Iteration 16Q: 3 clusters Score -29695.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29700.292969 Penalty: 560.477661
	Iteration 17Q: 3 clusters Score -29700.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29705.931641 Penalty: 560.477661
	Iteration 18Q: 3 clusters Score -29705.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29710.843750 Penalty: 560.477661
	Iteration 19Q: 3 clusters Score -29710.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29711.341797 Penalty: 560.477661
	Iteration 20F: 3 clusters Score -29711.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7743.944336 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7743.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7519.808105 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7519.808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7574.056641 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7574.057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7589.138672 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -7589.139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7590.626465 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7590.626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7593.285156 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7593.285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7593.285156 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -7593.285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -6447.353027 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -6447.353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6244.468262 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -6244.468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6272.310059 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -6272.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6278.069336 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -6278.069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6279.552246 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -6279.552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6281.327637 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -6281.328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6282.382324 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -6282.382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6283.198730 Penalty: 423.510376
	Iteration 6Q: 3 clusters Score -6283.199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6283.198730 Penalty: 423.510376
	Iteration 7F: 3 clusters Score -6283.199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1195.668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -1137.595093 Penalty: 303.230621
	Iteration 0F: 3 clusters Score -1137.595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (92628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Entering Unmasked Estep 
Score: -5792501.500000 Penalty: 520.353760
	Iteration 0F: 2 clusters Score -5792502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -5731199.500000 Penalty: 1040.707520
	Iteration 0F: 3 clusters Score -5731200 nChanged 45159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5757481.500000 Penalty: 1040.707520
	Iteration 1F: 3 clusters Score -5757482 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5758468.000000 Penalty: 1040.707520
	Iteration 2Q: 3 clusters Score -5758468 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5759688.500000 Penalty: 1040.707520
	Iteration 3Q: 3 clusters Score -5759688 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -5761690.500000 Penalty: 1040.707520
	Iteration 4Q: 3 clusters Score -5761690 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -5765131.500000 Penalty: 1040.707520
	Iteration 5F: 3 clusters Score -5765132 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5770195.000000 Penalty: 1040.707520
	Iteration 6F: 3 clusters Score -5770195 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -5776458.500000 Penalty: 1040.707520
	Iteration 7F: 3 clusters Score -5776458 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -5781953.000000 Penalty: 1040.707520
	Iteration 8F: 3 clusters Score -5781953 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5785762.500000 Penalty: 1040.707520
	Iteration 9Q: 3 clusters Score -5785762 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -5788083.500000 Penalty: 1040.707520
	Iteration 10Q: 3 clusters Score -5788084 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -5789488.500000 Penalty: 1040.707520
	Iteration 11Q: 3 clusters Score -5789488 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -5790330.000000 Penalty: 1040.707520
	Iteration 12Q: 3 clusters Score -5790330 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -5790826.000000 Penalty: 1040.707520
	Iteration 13Q: 3 clusters Score -5790826 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -5791135.000000 Penalty: 1040.707520
	Iteration 14Q: 3 clusters Score -5791135 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5791343.500000 Penalty: 1040.707520
	Iteration 15Q: 3 clusters Score -5791344 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5791579.000000 Penalty: 1040.707520
	Iteration 16Q: 3 clusters Score -5791579 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5791733.000000 Penalty: 1040.707520
	Iteration 17Q: 3 clusters Score -5791733 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5791850.500000 Penalty: 1040.707520
	Iteration 18Q: 3 clusters Score -5791850 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5791914.000000 Penalty: 1040.707520
	Iteration 19Q: 3 clusters Score -5791914 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90963 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5791990.000000 Penalty: 1040.707520
	Iteration 20F: 3 clusters Score -5791990 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5792029.000000 Penalty: 1040.707520
	Iteration 21Q: 3 clusters Score -5792029 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5792049.500000 Penalty: 1040.707520
	Iteration 22Q: 3 clusters Score -5792050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5792071.000000 Penalty: 1040.707520
	Iteration 23Q: 3 clusters Score -5792071 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5792096.000000 Penalty: 1040.707520
	Iteration 24Q: 3 clusters Score -5792096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5792113.000000 Penalty: 1040.707520
	Iteration 25Q: 3 clusters Score -5792113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5792135.500000 Penalty: 1040.707520
	Iteration 26Q: 3 clusters Score -5792136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5792144.500000 Penalty: 1040.707520
	Iteration 27Q: 3 clusters Score -5792144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5792168.000000 Penalty: 1040.707520
	Iteration 28Q: 3 clusters Score -5792168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5792176.000000 Penalty: 1040.707520
	Iteration 29Q: 3 clusters Score -5792176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5792177.500000 Penalty: 1040.707520
	Iteration 30Q: 3 clusters Score -5792178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5792185.000000 Penalty: 1040.707520
	Iteration 31Q: 3 clusters Score -5792185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5792197.500000 Penalty: 1040.707520
	Iteration 32Q: 3 clusters Score -5792198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5792209.000000 Penalty: 1040.707520
	Iteration 33Q: 3 clusters Score -5792209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5792207.000000 Penalty: 1040.707520
	Iteration 34Q: 3 clusters Score -5792207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5792203.500000 Penalty: 1040.707520
	Iteration 35Q: 3 clusters Score -5792204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5792204.000000 Penalty: 1040.707520
	Iteration 36Q: 3 clusters Score -5792204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5792207.000000 Penalty: 1040.707520
	Iteration 37Q: 3 clusters Score -5792207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5792207.500000 Penalty: 1040.707520
	Iteration 38Q: 3 clusters Score -5792208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5792209.000000 Penalty: 1040.707520
	Iteration 39Q: 3 clusters Score -5792209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5792211.000000 Penalty: 1040.707520
	Iteration 40F: 3 clusters Score -5792211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5792208.000000 Penalty: 1040.707520
	Iteration 41Q: 3 clusters Score -5792208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5792207.000000 Penalty: 1040.707520
	Iteration 42Q: 3 clusters Score -5792207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5792206.000000 Penalty: 1040.707520
	Iteration 43Q: 3 clusters Score -5792206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5792206.000000 Penalty: 1040.707520
	Iteration 44F: 3 clusters Score -5792206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -52696.515625 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -52696.52 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 400 members 
Entering Unmasked Estep 
Score: -51976.582031 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -51976.58 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52213.687500 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -52213.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52260.937500 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -52260.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52292.492188 Penalty: 617.591248
	Iteration 3Q: 3 clusters Score -52292.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52319.109375 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -52319.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52330.019531 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -52330.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52333.527344 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -52333.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52336.945312 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -52336.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52340.875000 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -52340.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52343.035156 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -52343.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52345.253906 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -52345.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52348.734375 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -52348.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52352.265625 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -52352.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52362.933594 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -52362.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52366.585938 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -52366.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52370.894531 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -52370.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52375.652344 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -52375.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -52380.496094 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -52380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52386.675781 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -52386.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52389.667969 Penalty: 617.591248
	Iteration 19Q: 3 clusters Score -52389.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52392.207031 Penalty: 617.591248
	Iteration 20F: 3 clusters Score -52392.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52393.476562 Penalty: 617.591248
	Iteration 21Q: 3 clusters Score -52393.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52393.914062 Penalty: 617.591248
	Iteration 22Q: 3 clusters Score -52393.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52393.996094 Penalty: 617.591248
	Iteration 23Q: 3 clusters Score -52394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52393.996094 Penalty: 617.591248
	Iteration 24F: 3 clusters Score -52394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13095.097656 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -13095.1 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 86 members 
Entering Unmasked Estep 
Score: -12828.699219 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12828.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12881.441406 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12881.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12903.537109 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -12903.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12911.013672 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12911.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12911.808594 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12911.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12911.808594 Penalty: 476.998962
	Iteration 5F: 3 clusters Score -12911.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 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 119 members 
Entering Unmasked Estep 
Score: -14949.130859 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14949.13 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15028.142578 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15028.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15052.322266 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15052.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15067.671875 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -15067.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15077.642578 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15077.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15084.860352 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15084.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15087.414062 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15087.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15090.530273 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -15090.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15092.586914 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -15092.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15094.034180 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -15094.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15102.459961 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -15102.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15107.661133 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -15107.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15116.518555 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -15116.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15131.000977 Penalty: 510.461945
	Iteration 13Q: 3 clusters Score -15131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15143.785156 Penalty: 510.461945
	Iteration 14Q: 3 clusters Score -15143.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15146.577148 Penalty: 510.461945
	Iteration 15Q: 3 clusters Score -15146.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15147.864258 Penalty: 510.461945
	Iteration 16Q: 3 clusters Score -15147.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -15147.864258 Penalty: 510.461945
	Iteration 17F: 3 clusters Score -15147.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3430.275635 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3430.276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3448.044189 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -3448.044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3593.530029 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3593.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3635.252930 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3635.253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3657.673340 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3657.673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3663.159668 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -3663.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3663.159668 Penalty: 390.431824
	Iteration 4F: 3 clusters Score -3663.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (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: -36720.093750 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -36720.09 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 281 members 
Entering Unmasked Estep 
Score: -36259.015625 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -36259.02 nChanged 194
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: -36498.890625 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -36498.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36569.898438 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -36569.9 nChanged 46
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: -36627.781250 Penalty: 574.036926
	Iteration 3F: 3 clusters Score -36627.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36652.578125 Penalty: 574.036926
	Iteration 4Q: 3 clusters Score -36652.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36660.695312 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -36660.7 nChanged 9
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: -36666.386719 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -36666.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36667.285156 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -36667.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36667.433594 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -36667.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36667.433594 Penalty: 574.036926
	Iteration 9F: 3 clusters Score -36667.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9578.773438 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9578.773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9666.169922 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9666.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9684.764648 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9684.765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9691.127930 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9691.128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9694.621094 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9694.621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9694.621094 Penalty: 479.842987
	Iteration 5F: 3 clusters Score -9694.621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3110.018311 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3110.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2926.822998 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -2926.823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2989.487305 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -2989.487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3007.084961 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -3007.085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3030.053467 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -3030.053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3084.127441 Penalty: 419.975952
	Iteration 4Q: 3 clusters Score -3084.127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3089.023193 Penalty: 419.975952
	Iteration 5Q: 3 clusters Score -3089.023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3090.031006 Penalty: 419.975952
	Iteration 6Q: 3 clusters Score -3090.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3090.031006 Penalty: 419.975952
	Iteration 7F: 3 clusters Score -3090.031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -13882.575195 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -13882.58 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 99 members 
Entering Unmasked Estep 
Score: -13601.458984 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -13601.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13663.621094 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -13663.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13689.633789 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -13689.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13730.588867 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -13730.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13744.963867 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -13744.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13752.582031 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -13752.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13759.928711 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -13759.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13762.809570 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -13762.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13762.809570 Penalty: 480.771515
	Iteration 8F: 3 clusters Score -13762.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -99191.703125 Penalty: 338.312439
	Iteration 0F: 2 clusters Score -99191.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -97899.945312 Penalty: 676.624878
	Iteration 0F: 3 clusters Score -97899.95 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -98338.492188 Penalty: 676.624878
	Iteration 1F: 3 clusters Score -98338.49 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -98395.796875 Penalty: 676.624878
	Iteration 2F: 3 clusters Score -98395.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -98431.554688 Penalty: 676.624878
	Iteration 3Q: 3 clusters Score -98431.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -98461.679688 Penalty: 676.624878
	Iteration 4Q: 3 clusters Score -98461.68 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -98492.187500 Penalty: 676.624878
	Iteration 5Q: 3 clusters Score -98492.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -98516.992188 Penalty: 676.624878
	Iteration 6Q: 3 clusters Score -98516.99 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -98549.812500 Penalty: 676.624878
	Iteration 7Q: 3 clusters Score -98549.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -98591.585938 Penalty: 676.624878
	Iteration 8Q: 3 clusters Score -98591.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -98633.984375 Penalty: 676.624878
	Iteration 9Q: 3 clusters Score -98633.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -98687.601562 Penalty: 676.624878
	Iteration 10Q: 3 clusters Score -98687.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -98752.750000 Penalty: 676.624878
	Iteration 11Q: 3 clusters Score -98752.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -98804.132812 Penalty: 676.624878
	Iteration 12Q: 3 clusters Score -98804.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -98835.773438 Penalty: 676.624878
	Iteration 13Q: 3 clusters Score -98835.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -98852.187500 Penalty: 676.624878
	Iteration 14Q: 3 clusters Score -98852.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -98860.132812 Penalty: 676.624878
	Iteration 15Q: 3 clusters Score -98860.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -98861.539062 Penalty: 676.624878
	Iteration 16Q: 3 clusters Score -98861.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -98862.609375 Penalty: 676.624878
	Iteration 17Q: 3 clusters Score -98862.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -98862.843750 Penalty: 676.624878
	Iteration 18Q: 3 clusters Score -98862.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -98863.078125 Penalty: 676.624878
	Iteration 19Q: 3 clusters Score -98863.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -98863.601562 Penalty: 676.624878
	Iteration 20F: 3 clusters Score -98863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -98863.507812 Penalty: 676.624878
	Iteration 21Q: 3 clusters Score -98863.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -98863.507812 Penalty: 676.624878
	Iteration 22F: 3 clusters Score -98863.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (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: -31463.062500 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -31463.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30933.976562 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -30933.98 nChanged 197
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: -31084.318359 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -31084.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31123.634766 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -31123.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31156.140625 Penalty: 572.532776
	Iteration 3Q: 3 clusters Score -31156.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31200.072266 Penalty: 572.532776
	Iteration 4F: 3 clusters Score -31200.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31241.535156 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -31241.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31255.851562 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -31255.85 nChanged 17
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: -31275.083984 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -31275.08 nChanged 19
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: -31297.031250 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -31297.03 nChanged 21
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: -31326.089844 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -31326.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31366.705078 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -31366.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31402.845703 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -31402.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31426.453125 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -31426.45 nChanged 13
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: -31442.734375 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -31442.73 nChanged 8
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: -31448.314453 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -31448.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31449.597656 Penalty: 572.532776
	Iteration 15Q: 3 clusters Score -31449.6 nChanged 1
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: -31449.859375 Penalty: 572.532776
	Iteration 16Q: 3 clusters Score -31449.86 nChanged 0
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: -31454.873047 Penalty: 572.532776
	Iteration 17F: 3 clusters Score -31454.87 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: -31457.982422 Penalty: 572.532776
	Iteration 18Q: 3 clusters Score -31457.98 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: -31457.982422 Penalty: 572.532776
	Iteration 19F: 3 clusters Score -31457.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4696.226562 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4696.227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4492.879395 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4492.879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4528.556152 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4528.556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4537.794434 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4537.794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4541.946289 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4541.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4542.708008 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -4542.708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4542.708008 Penalty: 421.760345
	Iteration 5F: 3 clusters Score -4542.708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7941.916992 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7941.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7704.839844 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7704.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7769.027344 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7769.027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7783.893555 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7783.894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7796.896973 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7796.897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7801.651367 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7801.651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7801.651367 Penalty: 445.703430
	Iteration 5F: 3 clusters Score -7801.651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29389.132812 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29389.13 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29531.490234 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29531.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29564.976562 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29564.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29591.484375 Penalty: 562.945007
	Iteration 3Q: 3 clusters Score -29591.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29599.285156 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29599.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29605.683594 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29605.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29609.521484 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29609.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29611.484375 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29611.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29611.812500 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29611.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29613.521484 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29613.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29615.650391 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29615.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29616.335938 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29616.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29619.033203 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29619.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29624.880859 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29624.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29637.164062 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29637.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29652.228516 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29652.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29670.736328 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29670.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29701.197266 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29701.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29735.095703 Penalty: 562.945007
	Iteration 18Q: 3 clusters Score -29735.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29750.671875 Penalty: 562.945007
	Iteration 19Q: 3 clusters Score -29750.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29760.701172 Penalty: 562.945007
	Iteration 20F: 3 clusters Score -29760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29764.679688 Penalty: 562.945007
	Iteration 21Q: 3 clusters Score -29764.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29768.876953 Penalty: 562.945007
	Iteration 22Q: 3 clusters Score -29768.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29768.876953 Penalty: 562.945007
	Iteration 23F: 3 clusters Score -29768.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5006.084473 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5006.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4776.579102 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4776.579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4843.813477 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4843.813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4857.322754 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4857.323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4866.675293 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -4866.675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4869.979492 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -4869.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4871.603516 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -4871.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4873.264160 Penalty: 431.788818
	Iteration 6Q: 3 clusters Score -4873.264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4873.264160 Penalty: 431.788818
	Iteration 7F: 3 clusters Score -4873.264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -12382.703125 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -12382.7 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 104 members 
Entering Unmasked Estep 
Score: -12104.315430 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -12104.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12172.154297 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -12172.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12184.249023 Penalty: 480.771515
	Iteration 2Q: 3 clusters Score -12184.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12189.235352 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -12189.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12189.992188 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -12189.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12189.992188 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -12189.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4632.220703 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4632.221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4664.636719 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4664.637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -12696.227539 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -12696.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12413.894531 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -12413.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12485.818359 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -12485.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12526.011719 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -12526.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12547.912109 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -12547.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12563.133789 Penalty: 489.989075
	Iteration 4F: 3 clusters Score -12563.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12585.056641 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -12585.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12602.803711 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -12602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12608.924805 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -12608.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12611.559570 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -12611.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12615.236328 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -12615.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12619.105469 Penalty: 489.989075
	Iteration 10Q: 3 clusters Score -12619.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12623.603516 Penalty: 489.989075
	Iteration 11Q: 3 clusters Score -12623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12627.509766 Penalty: 489.989075
	Iteration 12Q: 3 clusters Score -12627.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12631.680664 Penalty: 489.989075
	Iteration 13Q: 3 clusters Score -12631.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12632.201172 Penalty: 489.989075
	Iteration 14Q: 3 clusters Score -12632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12633.415039 Penalty: 489.989075
	Iteration 15Q: 3 clusters Score -12633.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12634.541016 Penalty: 489.989075
	Iteration 16Q: 3 clusters Score -12634.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12635.144531 Penalty: 489.989075
	Iteration 17Q: 3 clusters Score -12635.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12635.264648 Penalty: 489.989075
	Iteration 18F: 3 clusters Score -12635.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12637.326172 Penalty: 489.989075
	Iteration 19Q: 3 clusters Score -12637.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12638.810547 Penalty: 489.989075
	Iteration 20F: 3 clusters Score -12638.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12640.534180 Penalty: 489.989075
	Iteration 21Q: 3 clusters Score -12640.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12641.636719 Penalty: 489.989075
	Iteration 22Q: 3 clusters Score -12641.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12642.624023 Penalty: 489.989075
	Iteration 23Q: 3 clusters Score -12642.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12643.089844 Penalty: 489.989075
	Iteration 24Q: 3 clusters Score -12643.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12643.089844 Penalty: 489.989075
	Iteration 25F: 3 clusters Score -12643.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2016.953125 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2016.953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2023.476318 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2023.476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2838.082031 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2838.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2679.407959 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2679.408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2692.778564 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2692.779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2698.732666 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2698.733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2698.732666 Penalty: 367.917664
	Iteration 3F: 3 clusters Score -2698.733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4555.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4549.975586 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4549.976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4627.570801 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4627.571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -4637.846191 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -4637.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: 53838.425781 Penalty: 197.643143
	Iteration 3Q: 2 clusters Score 53838.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 4F: 2 clusters Score -4555.416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -43815.261719 Penalty: 292.917694
	Iteration 0F: 2 clusters Score -43815.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43244.320312 Penalty: 585.835388
	Iteration 0F: 3 clusters Score -43244.32 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43398.378906 Penalty: 585.835388
	Iteration 1F: 3 clusters Score -43398.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43446.328125 Penalty: 585.835388
	Iteration 2F: 3 clusters Score -43446.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43489.605469 Penalty: 585.835388
	Iteration 3F: 3 clusters Score -43489.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43522.726562 Penalty: 585.835388
	Iteration 4Q: 3 clusters Score -43522.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43551.253906 Penalty: 585.835388
	Iteration 5Q: 3 clusters Score -43551.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43594.582031 Penalty: 585.835388
	Iteration 6Q: 3 clusters Score -43594.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43624.953125 Penalty: 585.835388
	Iteration 7Q: 3 clusters Score -43624.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43636.734375 Penalty: 585.835388
	Iteration 8Q: 3 clusters Score -43636.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43643.453125 Penalty: 585.835388
	Iteration 9Q: 3 clusters Score -43643.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43649.421875 Penalty: 585.835388
	Iteration 10Q: 3 clusters Score -43649.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43655.250000 Penalty: 585.835388
	Iteration 11Q: 3 clusters Score -43655.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43659.570312 Penalty: 585.835388
	Iteration 12Q: 3 clusters Score -43659.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43663.718750 Penalty: 585.835388
	Iteration 13Q: 3 clusters Score -43663.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43667.687500 Penalty: 585.835388
	Iteration 14Q: 3 clusters Score -43667.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43668.863281 Penalty: 585.835388
	Iteration 15Q: 3 clusters Score -43668.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43669.113281 Penalty: 585.835388
	Iteration 16Q: 3 clusters Score -43669.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43669.113281 Penalty: 585.835388
	Iteration 17F: 3 clusters Score -43669.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -18900.324219 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -18900.32 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 143 members 
Entering Unmasked Estep 
Score: -18542.525391 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -18542.53 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18604.701172 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -18604.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18623.304688 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -18623.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18634.939453 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -18634.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18641.226562 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -18641.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18647.066406 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -18647.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18651.806641 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -18651.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18654.748047 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -18654.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18656.283203 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -18656.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18658.960938 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -18658.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18658.960938 Penalty: 515.644836
	Iteration 10F: 3 clusters Score -18658.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -36826.085938 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -36826.09 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 345 members 
Entering Unmasked Estep 
Score: -36215.156250 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -36215.16 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36396.335938 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -36396.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36442.097656 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -36442.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36463.863281 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -36463.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36479.457031 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -36479.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36499.531250 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -36499.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -36515.507812 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -36515.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36528.851562 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -36528.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -36539.328125 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -36539.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36547.402344 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -36547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36551.617188 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -36551.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -36557.164062 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -36557.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36561.281250 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -36561.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36562.597656 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -36562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -36564.000000 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -36564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -36564.000000 Penalty: 593.376526
	Iteration 15F: 3 clusters Score -36564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16359.603516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16359.6 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 152 members 
Entering Unmasked Estep 
Score: -15980.405273 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -15980.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16085.435547 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16085.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16105.443359 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16105.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16127.040039 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16127.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16167.081055 Penalty: 520.249512
	Iteration 4F: 3 clusters Score -16167.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16195.112305 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16195.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16221.349609 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16221.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16254.254883 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16254.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16300.027344 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16300.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16325.682617 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16325.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16347.935547 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16347.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16351.780273 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16351.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16353.893555 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16353.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16355.548828 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16355.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16356.959961 Penalty: 520.249512
	Iteration 14F: 3 clusters Score -16356.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16358.039062 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -16358.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16358.039062 Penalty: 520.249512
	Iteration 16F: 3 clusters Score -16358.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13478.219727 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13478.22 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 133 members 
Entering Unmasked Estep 
Score: -13141.789062 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13141.79 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13255.485352 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13255.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13307.102539 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13307.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13336.387695 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -13336.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13361.278320 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -13361.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13382.540039 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -13382.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13433.581055 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13433.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13476.125977 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13476.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13521.104492 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13553.496094 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13553.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13580.593750 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -13580.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13615.567383 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -13615.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13642.487305 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -13642.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13657.993164 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -13657.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13665.801758 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -13665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13668.625000 Penalty: 512.765869
	Iteration 15Q: 3 clusters Score -13668.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13669.249023 Penalty: 512.765869
	Iteration 16Q: 3 clusters Score -13669.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13670.332031 Penalty: 512.765869
	Iteration 17Q: 3 clusters Score -13670.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13673.465820 Penalty: 512.765869
	Iteration 18Q: 3 clusters Score -13673.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13676.158203 Penalty: 512.765869
	Iteration 19Q: 3 clusters Score -13676.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13676.158203 Penalty: 512.765869
	Iteration 20F: 3 clusters Score -13676.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 140 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 140 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141097.000000 Penalty: 61289.605469
Splitting cluster 100 changes total score from -14141236.000000 to -14141097.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 101 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -17031.271484 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -17031.27 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 127 members 
Entering Unmasked Estep 
Score: -16715.515625 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -16715.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16836.820312 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -16836.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16881.902344 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -16881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16899.886719 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -16899.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16926.210938 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -16926.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16955.482422 Penalty: 508.779846
	Iteration 5F: 3 clusters Score -16955.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16965.091797 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -16965.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16977.931641 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -16977.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16982.142578 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -16982.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16983.453125 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -16983.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16983.453125 Penalty: 508.779846
	Iteration 10F: 3 clusters Score -16983.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4579.464844 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4579.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4408.181641 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4408.182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4445.308105 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4445.308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4468.211426 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4468.211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4483.586426 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -4483.586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4492.204590 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4492.205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4492.907715 Penalty: 416.298676
	Iteration 5Q: 3 clusters Score -4492.908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -4495.633301 Penalty: 416.298676
	Iteration 6Q: 3 clusters Score -4495.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -4495.633301 Penalty: 416.298676
	Iteration 7F: 3 clusters Score -4495.633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -49454.531250 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -49454.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48828.140625 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -48828.14 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48999.335938 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -48999.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -49100.265625 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -49100.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49178.449219 Penalty: 591.753906
	Iteration 3F: 3 clusters Score -49178.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49253.851562 Penalty: 591.753906
	Iteration 4F: 3 clusters Score -49253.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49322.621094 Penalty: 591.753906
	Iteration 5F: 3 clusters Score -49322.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49368.664062 Penalty: 591.753906
	Iteration 6F: 3 clusters Score -49368.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49378.789062 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -49378.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49385.031250 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -49385.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49390.335938 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -49390.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49391.503906 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -49391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49391.664062 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -49391.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49391.664062 Penalty: 591.753906
	Iteration 12F: 3 clusters Score -49391.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12001.575195 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12001.58 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 116 members 
Entering Unmasked Estep 
Score: -11707.158203 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11707.16 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11815.080078 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11815.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11857.283203 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11857.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11915.735352 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -11915.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11991.708984 Penalty: 502.816223
	Iteration 4F: 3 clusters Score -11991.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12002.588867 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -12002.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12011.151367 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -12011.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12017.791992 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -12017.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12018.919922 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -12018.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12018.919922 Penalty: 502.816223
	Iteration 9F: 3 clusters Score -12018.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 137 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 114 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 602 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14140909.000000 Penalty: 61289.605469
Splitting cluster 104 changes total score from -14141236.000000 to -14140909.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 105 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6005.026367 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6005.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5785.611328 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5785.611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5830.986816 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5830.987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5841.400879 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -5841.401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5847.443359 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5847.443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5847.443359 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -5847.443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -35453.878906 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -35453.88 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 287 members 
Entering Unmasked Estep 
Score: -34927.058594 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -34927.06 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35177.746094 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -35177.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35297.343750 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -35297.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35426.226562 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -35426.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35558.769531 Penalty: 582.423462
	Iteration 4F: 3 clusters Score -35558.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35644.605469 Penalty: 582.423462
	Iteration 5F: 3 clusters Score -35644.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35692.382812 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -35692.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35703.695312 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -35703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35706.421875 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -35706.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35711.140625 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -35711.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35723.902344 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -35723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35736.437500 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -35736.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35768.894531 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -35768.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35818.804688 Penalty: 582.423462
	Iteration 13Q: 3 clusters Score -35818.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35856.050781 Penalty: 582.423462
	Iteration 14Q: 3 clusters Score -35856.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35867.328125 Penalty: 582.423462
	Iteration 15Q: 3 clusters Score -35867.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35878.824219 Penalty: 582.423462
	Iteration 16Q: 3 clusters Score -35878.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35889.777344 Penalty: 582.423462
	Iteration 17Q: 3 clusters Score -35889.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35892.925781 Penalty: 582.423462
	Iteration 18Q: 3 clusters Score -35892.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35894.003906 Penalty: 582.423462
	Iteration 19Q: 3 clusters Score -35894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35894.003906 Penalty: 582.423462
	Iteration 20F: 3 clusters Score -35894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 384 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
Score: -14141393.000000 Penalty: 61289.605469
Splitting cluster 106 changes total score from -14141236.000000 to -14141393.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 107 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -4643.028320 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -4643.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4448.034668 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4448.035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4587.150879 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4587.151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4630.764648 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -4630.765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4649.943359 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -4649.943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4654.982422 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -4654.982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4654.982422 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -4654.982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 384 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 29 members 
Entering Unmasked Estep 
Score: -14141069.000000 Penalty: 61851.894531
Splitting cluster 107 changes total score from -14141236.000000 to -14141069.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 108 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -40397.792969 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -40397.79 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 274 members 
Entering Unmasked Estep 
Score: -39864.976562 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -39864.98 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40008.339844 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -40008.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40043.714844 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -40043.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40080.566406 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -40080.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40123.777344 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -40123.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40145.058594 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -40145.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40160.898438 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -40160.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40179.214844 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -40179.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40205.011719 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -40205.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40229.878906 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -40229.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40252.960938 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -40252.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40268.316406 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -40268.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40288.957031 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -40288.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40294.226562 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -40294.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40297.085938 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -40297.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40299.710938 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -40299.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40300.207031 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -40300.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40300.207031 Penalty: 573.371521
	Iteration 17F: 3 clusters Score -40300.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5971.211914 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5971.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5747.096680 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5747.097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5802.753418 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5802.753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5809.268555 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5809.269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5821.542480 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5821.542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5824.081543 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5824.082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5824.081543 Penalty: 429.383392
	Iteration 5F: 3 clusters Score -5824.082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41140 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 834 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14861 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92628 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 549 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1695 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 384 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141401.000000 Penalty: 61289.605469
Iteration 199Q: 110 clusters Score -1.41414e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10037 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41073 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 217 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 670 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2254 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14884 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 321 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92680 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 547 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1694 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 268 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 388 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141419.000000 Penalty: 61289.605469
Iteration 200F: 110 clusters Score -1.414142e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10019 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 41003 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 821 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 666 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2266 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14904 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 322 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92737 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1693 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 267 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 387 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141397.000000 Penalty: 61289.605469
Iteration 201Q: 110 clusters Score -1.41414e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40936 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 812 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 663 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2277 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1884 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14925 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 324 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 630 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 105 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92785 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1694 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 624 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 388 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141444.000000 Penalty: 61289.605469
Iteration 202Q: 110 clusters Score -1.414144e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9985 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40876 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 801 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 660 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1888 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14942 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92826 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1693 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 624 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 667 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 389 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141438.000000 Penalty: 61289.605469
Iteration 203Q: 110 clusters Score -1.414144e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9965 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40810 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 272 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 793 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 658 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2309 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1887 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14970 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92869 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1692 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 625 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 666 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 390 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141474.000000 Penalty: 61289.605469
Iteration 204Q: 110 clusters Score -1.414147e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9944 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40737 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 276 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 790 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 655 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1888 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 14995 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92922 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 545 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1692 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 392 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141454.000000 Penalty: 61289.605469
Iteration 205Q: 110 clusters Score -1.414145e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40648 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 651 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2339 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1888 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15023 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 92986 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1691 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 628 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 393 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141466.000000 Penalty: 61289.605469
Iteration 206Q: 110 clusters Score -1.414147e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9913 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40589 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2347 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15043 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93029 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1689 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 663 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 395 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141482.000000 Penalty: 61289.605469
Iteration 207Q: 110 clusters Score -1.414148e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40532 members 
Mstep: Class 23 contains 2035 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 647 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2351 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15070 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93060 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1686 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 663 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141476.000000 Penalty: 61289.605469
Iteration 208Q: 110 clusters Score -1.414148e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40478 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2355 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15094 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93095 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1684 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141459.000000 Penalty: 61289.605469
Iteration 209Q: 110 clusters Score -1.414146e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40417 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2361 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15111 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93148 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1684 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141459.000000 Penalty: 61289.605469
Iteration 210Q: 110 clusters Score -1.414146e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9866 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40345 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15131 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93203 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141445.000000 Penalty: 61289.605469
Iteration 211Q: 110 clusters Score -1.414144e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9859 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40293 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2369 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15150 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93236 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141442.000000 Penalty: 61289.605469
Iteration 212Q: 110 clusters Score -1.414144e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40234 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2373 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15173 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93272 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141446.000000 Penalty: 61289.605469
Iteration 213Q: 110 clusters Score -1.414145e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40197 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15192 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93296 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1680 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141418.000000 Penalty: 61289.605469
Iteration 214Q: 110 clusters Score -1.414142e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9842 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40169 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15206 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93317 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141424.000000 Penalty: 61289.605469
Iteration 215Q: 110 clusters Score -1.414142e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9840 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40133 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15218 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93343 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141437.000000 Penalty: 61289.605469
Iteration 216Q: 110 clusters Score -1.414144e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40092 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15232 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93373 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141423.000000 Penalty: 61289.605469
Iteration 217Q: 110 clusters Score -1.414142e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40066 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15240 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93394 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141404.000000 Penalty: 61289.605469
Iteration 218Q: 110 clusters Score -1.41414e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9822 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40044 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15249 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93417 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141415.000000 Penalty: 61289.605469
Iteration 219Q: 110 clusters Score -1.414142e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9811 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 40010 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15263 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93446 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141433.000000 Penalty: 61289.605469
Iteration 220F: 110 clusters Score -1.414143e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9798 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39975 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15276 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93479 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141427.000000 Penalty: 61289.605469
Iteration 221Q: 110 clusters Score -1.414143e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9787 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39946 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15285 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93508 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141423.000000 Penalty: 61289.605469
Iteration 222Q: 110 clusters Score -1.414142e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9781 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39909 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15297 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93537 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141436.000000 Penalty: 61289.605469
Iteration 223Q: 110 clusters Score -1.414144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9778 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39884 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15308 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93553 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141420.000000 Penalty: 61289.605469
Iteration 224Q: 110 clusters Score -1.414142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9775 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39862 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15316 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93570 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141414.000000 Penalty: 61289.605469
Iteration 225Q: 110 clusters Score -1.414141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9770 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39845 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15322 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93585 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141422.000000 Penalty: 61289.605469
Iteration 226Q: 110 clusters Score -1.414142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9765 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39829 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15326 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93602 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141419.000000 Penalty: 61289.605469
Iteration 227Q: 110 clusters Score -1.414142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9763 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39811 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15335 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93612 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1684 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141426.000000 Penalty: 61289.605469
Iteration 228Q: 110 clusters Score -1.414143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9762 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39795 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15348 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93617 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1683 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141433.000000 Penalty: 61289.605469
Iteration 229Q: 110 clusters Score -1.414143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9759 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39786 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15357 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93621 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141438.000000 Penalty: 61289.605469
Iteration 230Q: 110 clusters Score -1.414144e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9754 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39779 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1889 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15367 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93623 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141430.000000 Penalty: 61289.605469
Iteration 231Q: 110 clusters Score -1.414143e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9750 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39764 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15380 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93629 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141427.000000 Penalty: 61289.605469
Iteration 232Q: 110 clusters Score -1.414143e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9747 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39743 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15395 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93639 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141414.000000 Penalty: 61289.605469
Iteration 233Q: 110 clusters Score -1.414141e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39721 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15405 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93651 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141415.000000 Penalty: 61289.605469
Iteration 234Q: 110 clusters Score -1.414142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39705 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15414 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93659 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141414.000000 Penalty: 61289.605469
Iteration 235Q: 110 clusters Score -1.414141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39694 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93667 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141406.000000 Penalty: 61289.605469
Iteration 236Q: 110 clusters Score -1.414141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39684 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93678 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141406.000000 Penalty: 61289.605469
Iteration 237Q: 110 clusters Score -1.414141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39676 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93686 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141396.000000 Penalty: 61289.605469
Iteration 238Q: 110 clusters Score -1.41414e+07 nChanged 18
Entering ConstructFrom: 
Score: -14141396.000000 Penalty: 61289.605469
Entering ConstructFrom: 
Trying to split cluster 1 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -20777.886719 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -20777.89 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 145 members 
Entering Unmasked Estep 
Score: -20434.251953 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -20434.25 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20574.785156 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -20574.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20625.880859 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -20625.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20701.380859 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -20701.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20782.453125 Penalty: 518.435486
	Iteration 4F: 3 clusters Score -20782.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20861.841797 Penalty: 518.435486
	Iteration 5F: 3 clusters Score -20861.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20881.775391 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -20881.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20894.732422 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -20894.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20895.841797 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -20895.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20895.841797 Penalty: 518.435486
	Iteration 9F: 3 clusters Score -20895.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 77 members 
Entering Unmasked Estep 
Score: -14141224.000000 Penalty: 61851.894531
Splitting cluster 1 changes total score from -14141396.000000 to -14141224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11783.911133 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11783.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11849.808594 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11849.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11859.801758 Penalty: 494.468689
	Iteration 2Q: 3 clusters Score -11859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11865.449219 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11865.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11869.750977 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11869.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11875.078125 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11875.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11879.054688 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -11879.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11888.639648 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -11888.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11890.837891 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -11890.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11891.483398 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -11891.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11891.483398 Penalty: 494.468689
	Iteration 10F: 3 clusters Score -11891.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4461.544922 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4461.545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4260.383301 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4260.383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4417.018066 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4417.018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4459.613281 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4459.613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4465.010742 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4465.011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4479.916504 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4479.917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4515.147461 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4515.147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4530.239746 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4530.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4537.498535 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -4537.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4542.262695 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -4542.263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4542.262695 Penalty: 447.051605
	Iteration 9F: 3 clusters Score -4542.263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 66 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 70 members 
Entering Unmasked Estep 
Score: -14141148.000000 Penalty: 61851.894531
Splitting cluster 3 changes total score from -14141396.000000 to -14141148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -37363.175781 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -37363.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36958.539062 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -36958.54 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37144.511719 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -37144.51 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37228.554688 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -37228.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37311.386719 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -37311.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37352.546875 Penalty: 563.876404
	Iteration 4F: 3 clusters Score -37352.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37364.496094 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -37364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37374.019531 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -37374.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -37379.832031 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -37379.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37380.519531 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -37380.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37383.039062 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -37383.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37385.566406 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -37385.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37387.136719 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -37387.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37388.968750 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -37388.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37389.800781 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -37389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37390.707031 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -37390.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37391.238281 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -37391.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37391.238281 Penalty: 563.876404
	Iteration 16F: 3 clusters Score -37391.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 166 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 325 members 
Entering Unmasked Estep 
Score: -14141159.000000 Penalty: 61851.894531
Splitting cluster 4 changes total score from -14141396.000000 to -14141159.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -45613.449219 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -45613.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -44939.984375 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -44939.98 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -45162.441406 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -45162.44 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -45214.304688 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -45214.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45245.199219 Penalty: 611.978088
	Iteration 3F: 3 clusters Score -45245.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45266.109375 Penalty: 611.978088
	Iteration 4Q: 3 clusters Score -45266.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -45279.964844 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -45279.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -45297.648438 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -45297.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45306.421875 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -45306.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -45318.996094 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -45319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45336.976562 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -45336.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45355.816406 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -45355.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -45368.921875 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -45368.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -45377.425781 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -45377.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -45383.695312 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -45383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45389.199219 Penalty: 611.978088
	Iteration 14Q: 3 clusters Score -45389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -45398.769531 Penalty: 611.978088
	Iteration 15Q: 3 clusters Score -45398.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -45404.847656 Penalty: 611.978088
	Iteration 16Q: 3 clusters Score -45404.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -45407.312500 Penalty: 611.978088
	Iteration 17Q: 3 clusters Score -45407.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -45410.199219 Penalty: 611.978088
	Iteration 18Q: 3 clusters Score -45410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -45416.039062 Penalty: 611.978088
	Iteration 19Q: 3 clusters Score -45416.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -45423.421875 Penalty: 611.978088
	Iteration 20F: 3 clusters Score -45423.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -45432.203125 Penalty: 611.978088
	Iteration 21Q: 3 clusters Score -45432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -45439.007812 Penalty: 611.978088
	Iteration 22Q: 3 clusters Score -45439.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -45440.890625 Penalty: 611.978088
	Iteration 23Q: 3 clusters Score -45440.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -45441.136719 Penalty: 611.978088
	Iteration 24Q: 3 clusters Score -45441.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -45441.515625 Penalty: 611.978088
	Iteration 25Q: 3 clusters Score -45441.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -45442.289062 Penalty: 611.978088
	Iteration 26Q: 3 clusters Score -45442.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -45443.792969 Penalty: 611.978088
	Iteration 27Q: 3 clusters Score -45443.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -45444.000000 Penalty: 611.978088
	Iteration 28Q: 3 clusters Score -45444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -45444.406250 Penalty: 611.978088
	Iteration 29Q: 3 clusters Score -45444.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -45444.406250 Penalty: 611.978088
	Iteration 30F: 3 clusters Score -45444.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -587749.000000 Penalty: 417.899872
	Iteration 0F: 2 clusters Score -587749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -581239.625000 Penalty: 835.799744
	Iteration 0F: 3 clusters Score -581239.6 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -583880.562500 Penalty: 835.799744
	Iteration 1F: 3 clusters Score -583880.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -584181.500000 Penalty: 835.799744
	Iteration 2F: 3 clusters Score -584181.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -584575.125000 Penalty: 835.799744
	Iteration 3F: 3 clusters Score -584575.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -585172.312500 Penalty: 835.799744
	Iteration 4F: 3 clusters Score -585172.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -585963.937500 Penalty: 835.799744
	Iteration 5F: 3 clusters Score -585963.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -586723.375000 Penalty: 835.799744
	Iteration 6F: 3 clusters Score -586723.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -587153.875000 Penalty: 835.799744
	Iteration 7Q: 3 clusters Score -587153.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -587325.750000 Penalty: 835.799744
	Iteration 8Q: 3 clusters Score -587325.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -587396.937500 Penalty: 835.799744
	Iteration 9Q: 3 clusters Score -587396.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -587434.875000 Penalty: 835.799744
	Iteration 10Q: 3 clusters Score -587434.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -587455.500000 Penalty: 835.799744
	Iteration 11Q: 3 clusters Score -587455.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -587472.000000 Penalty: 835.799744
	Iteration 12Q: 3 clusters Score -587472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -587482.000000 Penalty: 835.799744
	Iteration 13Q: 3 clusters Score -587482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -587490.687500 Penalty: 835.799744
	Iteration 14Q: 3 clusters Score -587490.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -587497.812500 Penalty: 835.799744
	Iteration 15Q: 3 clusters Score -587497.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -587503.312500 Penalty: 835.799744
	Iteration 16Q: 3 clusters Score -587503.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -587506.812500 Penalty: 835.799744
	Iteration 17Q: 3 clusters Score -587506.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -587509.812500 Penalty: 835.799744
	Iteration 18Q: 3 clusters Score -587509.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -587513.937500 Penalty: 835.799744
	Iteration 19Q: 3 clusters Score -587513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -587518.062500 Penalty: 835.799744
	Iteration 20F: 3 clusters Score -587518.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -587519.562500 Penalty: 835.799744
	Iteration 21Q: 3 clusters Score -587519.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -587522.875000 Penalty: 835.799744
	Iteration 22Q: 3 clusters Score -587522.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -587524.875000 Penalty: 835.799744
	Iteration 23Q: 3 clusters Score -587524.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -587526.750000 Penalty: 835.799744
	Iteration 24Q: 3 clusters Score -587526.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -587530.187500 Penalty: 835.799744
	Iteration 25Q: 3 clusters Score -587530.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -587531.687500 Penalty: 835.799744
	Iteration 26Q: 3 clusters Score -587531.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -587533.000000 Penalty: 835.799744
	Iteration 27Q: 3 clusters Score -587533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -587534.937500 Penalty: 835.799744
	Iteration 28Q: 3 clusters Score -587534.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -587537.375000 Penalty: 835.799744
	Iteration 29Q: 3 clusters Score -587537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -587537.562500 Penalty: 835.799744
	Iteration 30Q: 3 clusters Score -587537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -587536.937500 Penalty: 835.799744
	Iteration 31Q: 3 clusters Score -587536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -587537.625000 Penalty: 835.799744
	Iteration 32Q: 3 clusters Score -587537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -587538.250000 Penalty: 835.799744
	Iteration 33Q: 3 clusters Score -587538.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -587538.250000 Penalty: 835.799744
	Iteration 34F: 3 clusters Score -587538.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -177300.359375 Penalty: 349.363831
	Iteration 0F: 2 clusters Score -177300.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -175755.265625 Penalty: 698.727661
	Iteration 0F: 3 clusters Score -175755.3 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -176346.703125 Penalty: 698.727661
	Iteration 1F: 3 clusters Score -176346.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -176515.671875 Penalty: 698.727661
	Iteration 2F: 3 clusters Score -176515.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -176661.250000 Penalty: 698.727661
	Iteration 3F: 3 clusters Score -176661.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -176796.093750 Penalty: 698.727661
	Iteration 4F: 3 clusters Score -176796.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -176929.140625 Penalty: 698.727661
	Iteration 5F: 3 clusters Score -176929.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -177031.031250 Penalty: 698.727661
	Iteration 6F: 3 clusters Score -177031 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -177121.421875 Penalty: 698.727661
	Iteration 7Q: 3 clusters Score -177121.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -177191.046875 Penalty: 698.727661
	Iteration 8Q: 3 clusters Score -177191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -177220.890625 Penalty: 698.727661
	Iteration 9Q: 3 clusters Score -177220.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -177235.250000 Penalty: 698.727661
	Iteration 10Q: 3 clusters Score -177235.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -177241.593750 Penalty: 698.727661
	Iteration 11Q: 3 clusters Score -177241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -177244.546875 Penalty: 698.727661
	Iteration 12Q: 3 clusters Score -177244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -177245.593750 Penalty: 698.727661
	Iteration 13Q: 3 clusters Score -177245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -177246.953125 Penalty: 698.727661
	Iteration 14Q: 3 clusters Score -177247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -177247.734375 Penalty: 698.727661
	Iteration 15Q: 3 clusters Score -177247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -177248.031250 Penalty: 698.727661
	Iteration 16Q: 3 clusters Score -177248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -177248.312500 Penalty: 698.727661
	Iteration 17Q: 3 clusters Score -177248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -177248.390625 Penalty: 698.727661
	Iteration 18Q: 3 clusters Score -177248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -177248.437500 Penalty: 698.727661
	Iteration 19Q: 3 clusters Score -177248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -177249.031250 Penalty: 698.727661
	Iteration 20F: 3 clusters Score -177249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -177249.078125 Penalty: 698.727661
	Iteration 21Q: 3 clusters Score -177249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -177249.078125 Penalty: 698.727661
	Iteration 22F: 3 clusters Score -177249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28358.257812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27900.650391 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27900.65 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28009.433594 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -28009.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28036.535156 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -28036.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28056.363281 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -28056.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28064.501953 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -28064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28065.253906 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28065.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28065.808594 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -28065.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28066.308594 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -28066.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28066.308594 Penalty: 558.729492
	Iteration 8F: 3 clusters Score -28066.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7301.912598 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7301.913 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 65 members 
Entering Unmasked Estep 
Score: -7055.619629 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7055.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7111.010254 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7111.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7130.311035 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7130.311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7138.873047 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7138.873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7143.575684 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7143.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7146.008789 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7146.009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7146.325195 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7146.325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7146.325195 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -7146.325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -30106.638672 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -30106.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29628.791016 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -29628.79 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29720.769531 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -29720.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29740.578125 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -29740.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29752.117188 Penalty: 562.003906
	Iteration 3Q: 3 clusters Score -29752.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29756.697266 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -29756.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29761.347656 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -29761.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29764.337891 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -29764.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29766.353516 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -29766.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29766.662109 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -29766.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29766.662109 Penalty: 562.003906
	Iteration 9F: 3 clusters Score -29766.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -18147.382812 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18147.38 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 191 members 
Entering Unmasked Estep 
Score: -17769.257812 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17769.26 nChanged 118
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: -17905.421875 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17905.42 nChanged 45
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: -17954.275391 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17954.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17984.685547 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -17984.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18025.111328 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -18025.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18083.820312 Penalty: 534.873962
	Iteration 5F: 3 clusters Score -18083.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18120.978516 Penalty: 534.873962
	Iteration 6F: 3 clusters Score -18120.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18141.968750 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18141.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18158.214844 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -18158.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18167.554688 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -18167.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18170.273438 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -18170.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18170.878906 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -18170.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18170.878906 Penalty: 534.873962
	Iteration 12F: 3 clusters Score -18170.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 62 members 
Entering Unmasked Estep 
Score: -14141129.000000 Penalty: 61851.894531
Splitting cluster 11 changes total score from -14141396.000000 to -14141129.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21449.673828 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21449.67 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21539.871094 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21539.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21557.371094 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21557.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21565.482422 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21565.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21574.994141 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21574.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21583.597656 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21585.449219 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21585.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21587.958984 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21587.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21589.654297 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21589.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21591.205078 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21591.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21592.171875 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21592.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21593.742188 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21593.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21594.751953 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -21594.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21596.451172 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -21596.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21597.748047 Penalty: 542.685730
	Iteration 14Q: 3 clusters Score -21597.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21598.878906 Penalty: 542.685730
	Iteration 15Q: 3 clusters Score -21598.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21600.365234 Penalty: 542.685730
	Iteration 16Q: 3 clusters Score -21600.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21602.009766 Penalty: 542.685730
	Iteration 17Q: 3 clusters Score -21602.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21604.275391 Penalty: 542.685730
	Iteration 18Q: 3 clusters Score -21604.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21605.179688 Penalty: 542.685730
	Iteration 19Q: 3 clusters Score -21605.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21605.179688 Penalty: 542.685730
	Iteration 20F: 3 clusters Score -21605.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4040.257324 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4040.257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4114.218262 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4114.218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4134.872559 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4134.873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4160.702148 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4160.702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4160.702148 Penalty: 399.894867
	Iteration 4F: 3 clusters Score -4160.702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10212.807617 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10212.81 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 107 members 
Entering Unmasked Estep 
Score: -9942.066406 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9942.066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10074.391602 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10074.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10174.087891 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10174.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10235.710938 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10235.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10274.990234 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -10274.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10306.003906 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10347.800781 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10359.047852 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10359.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10359.047852 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -10359.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 88 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 111 members 
Entering Unmasked Estep 
Score: -14141226.000000 Penalty: 61851.894531
Splitting cluster 14 changes total score from -14141396.000000 to -14141226.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -18385.521484 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -18385.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18031.669922 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18031.67 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18107.216797 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18107.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18124.111328 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18124.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18141.023438 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -18141.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18152.980469 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -18152.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18156.564453 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -18156.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18164.710938 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -18164.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18166.421875 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -18166.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18166.421875 Penalty: 514.056702
	Iteration 8F: 3 clusters Score -18166.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25020.027344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25020.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24565.041016 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24565.04 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24702.263672 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24702.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24734.332031 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24734.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24754.410156 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -24754.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24766.542969 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24766.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24770.773438 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24770.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24773.128906 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24773.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24774.785156 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24774.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24778.943359 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24778.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24783.001953 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24785.281250 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24785.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24787.480469 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -24787.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24789.152344 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -24789.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24793.210938 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -24793.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24793.771484 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -24793.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24794.552734 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -24794.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24796.808594 Penalty: 557.743591
	Iteration 16Q: 3 clusters Score -24796.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24798.865234 Penalty: 557.743591
	Iteration 17Q: 3 clusters Score -24798.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24799.058594 Penalty: 557.743591
	Iteration 18Q: 3 clusters Score -24799.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24799.369141 Penalty: 557.743591
	Iteration 19Q: 3 clusters Score -24799.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24799.369141 Penalty: 557.743591
	Iteration 20F: 3 clusters Score -24799.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8355.820312 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8355.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8094.883789 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8094.884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8147.262695 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8147.263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8155.008789 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -8155.009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8157.159180 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8157.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8157.159180 Penalty: 465.737427
	Iteration 4F: 3 clusters Score -8157.159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -17407.378906 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -17407.38 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 124 members 
Entering Unmasked Estep 
Score: -17060.546875 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -17060.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17121.896484 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -17121.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17137.169922 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -17137.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17147.431641 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -17147.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17157.894531 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -17157.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17173.800781 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -17173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17188.117188 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -17188.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17189.796875 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -17189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17191.015625 Penalty: 509.118713
	Iteration 8F: 3 clusters Score -17191.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17200.177734 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -17200.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17211.679688 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -17211.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17225.296875 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -17225.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17235.310547 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -17235.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17242.261719 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -17242.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17247.580078 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -17247.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17250.105469 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -17250.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17251.753906 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -17251.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17256.294922 Penalty: 509.118713
	Iteration 17Q: 3 clusters Score -17256.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17258.843750 Penalty: 509.118713
	Iteration 18Q: 3 clusters Score -17258.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17263.808594 Penalty: 509.118713
	Iteration 19Q: 3 clusters Score -17263.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17268.498047 Penalty: 509.118713
	Iteration 20F: 3 clusters Score -17268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -17269.378906 Penalty: 509.118713
	Iteration 21Q: 3 clusters Score -17269.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -17269.378906 Penalty: 509.118713
	Iteration 22F: 3 clusters Score -17269.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -461711.593750 Penalty: 410.619904
	Iteration 0F: 2 clusters Score -461711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -456122.031250 Penalty: 821.239807
	Iteration 0F: 3 clusters Score -456122 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -458289.375000 Penalty: 821.239807
	Iteration 1F: 3 clusters Score -458289.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -458490.031250 Penalty: 821.239807
	Iteration 2F: 3 clusters Score -458490 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -458666.187500 Penalty: 821.239807
	Iteration 3F: 3 clusters Score -458666.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -458836.187500 Penalty: 821.239807
	Iteration 4F: 3 clusters Score -458836.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -458972.062500 Penalty: 821.239807
	Iteration 5Q: 3 clusters Score -458972.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -459101.875000 Penalty: 821.239807
	Iteration 6Q: 3 clusters Score -459101.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -459277.187500 Penalty: 821.239807
	Iteration 7Q: 3 clusters Score -459277.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -459503.406250 Penalty: 821.239807
	Iteration 8Q: 3 clusters Score -459503.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -459800.531250 Penalty: 821.239807
	Iteration 9Q: 3 clusters Score -459800.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -460061.062500 Penalty: 821.239807
	Iteration 10Q: 3 clusters Score -460061.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -460256.250000 Penalty: 821.239807
	Iteration 11Q: 3 clusters Score -460256.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -460399.218750 Penalty: 821.239807
	Iteration 12Q: 3 clusters Score -460399.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -460505.843750 Penalty: 821.239807
	Iteration 13Q: 3 clusters Score -460505.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -460609.000000 Penalty: 821.239807
	Iteration 14Q: 3 clusters Score -460609 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -460690.187500 Penalty: 821.239807
	Iteration 15Q: 3 clusters Score -460690.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -460755.218750 Penalty: 821.239807
	Iteration 16Q: 3 clusters Score -460755.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -460829.750000 Penalty: 821.239807
	Iteration 17Q: 3 clusters Score -460829.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -460903.343750 Penalty: 821.239807
	Iteration 18Q: 3 clusters Score -460903.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -460967.156250 Penalty: 821.239807
	Iteration 19Q: 3 clusters Score -460967.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -461019.375000 Penalty: 821.239807
	Iteration 20F: 3 clusters Score -461019.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -461063.406250 Penalty: 821.239807
	Iteration 21Q: 3 clusters Score -461063.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -461097.968750 Penalty: 821.239807
	Iteration 22Q: 3 clusters Score -461098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -461132.843750 Penalty: 821.239807
	Iteration 23Q: 3 clusters Score -461132.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -461178.093750 Penalty: 821.239807
	Iteration 24Q: 3 clusters Score -461178.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -461214.218750 Penalty: 821.239807
	Iteration 25Q: 3 clusters Score -461214.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -461259.000000 Penalty: 821.239807
	Iteration 26Q: 3 clusters Score -461259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -461294.562500 Penalty: 821.239807
	Iteration 27Q: 3 clusters Score -461294.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -461324.468750 Penalty: 821.239807
	Iteration 28Q: 3 clusters Score -461324.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -461351.062500 Penalty: 821.239807
	Iteration 29Q: 3 clusters Score -461351.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -461371.156250 Penalty: 821.239807
	Iteration 30Q: 3 clusters Score -461371.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -461379.812500 Penalty: 821.239807
	Iteration 31Q: 3 clusters Score -461379.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -461388.312500 Penalty: 821.239807
	Iteration 32Q: 3 clusters Score -461388.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -461399.500000 Penalty: 821.239807
	Iteration 33Q: 3 clusters Score -461399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -461413.125000 Penalty: 821.239807
	Iteration 34Q: 3 clusters Score -461413.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -461430.093750 Penalty: 821.239807
	Iteration 35Q: 3 clusters Score -461430.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -461441.718750 Penalty: 821.239807
	Iteration 36Q: 3 clusters Score -461441.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -461450.812500 Penalty: 821.239807
	Iteration 37Q: 3 clusters Score -461450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -461454.843750 Penalty: 821.239807
	Iteration 38Q: 3 clusters Score -461454.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -461458.281250 Penalty: 821.239807
	Iteration 39Q: 3 clusters Score -461458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -461458.718750 Penalty: 821.239807
	Iteration 40F: 3 clusters Score -461458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -461459.718750 Penalty: 821.239807
	Iteration 41Q: 3 clusters Score -461459.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -461460.093750 Penalty: 821.239807
	Iteration 42Q: 3 clusters Score -461460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -461460.093750 Penalty: 821.239807
	Iteration 43F: 3 clusters Score -461460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -4225.839844 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -4225.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4144.470215 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -4144.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4215.972168 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -4215.972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4245.711914 Penalty: 390.431824
	Iteration 2F: 3 clusters Score -4245.712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4271.904297 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -4271.904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4279.567383 Penalty: 390.431824
	Iteration 4Q: 3 clusters Score -4279.567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4301.179688 Penalty: 390.431824
	Iteration 5Q: 3 clusters Score -4301.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4309.343750 Penalty: 390.431824
	Iteration 6Q: 3 clusters Score -4309.344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4309.343750 Penalty: 390.431824
	Iteration 7F: 3 clusters Score -4309.344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 41 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 32 members 
Entering Unmasked Estep 
Score: -14141122.000000 Penalty: 61851.894531
Splitting cluster 20 changes total score from -14141396.000000 to -14141122.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -105772.765625 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -105772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -104512.523438 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -104512.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -104940.171875 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -104940.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -104991.953125 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -104992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -105026.093750 Penalty: 678.799805
	Iteration 3Q: 3 clusters Score -105026.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -105060.304688 Penalty: 678.799805
	Iteration 4Q: 3 clusters Score -105060.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -105099.210938 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -105099.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -105146.421875 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -105146.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -105183.000000 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -105183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -105216.281250 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -105216.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -105249.148438 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -105249.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -105280.382812 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -105280.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -105315.476562 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -105315.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -105356.171875 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -105356.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -105384.484375 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -105384.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -105414.851562 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -105414.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -105436.828125 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -105436.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -105448.210938 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -105448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -105461.257812 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -105461.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -105476.320312 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -105476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -105483.929688 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -105483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -105491.515625 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -105491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -105492.835938 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -105492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -105493.289062 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -105493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -105494.148438 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -105494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -105494.578125 Penalty: 678.799805
	Iteration 24Q: 3 clusters Score -105494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -105494.578125 Penalty: 678.799805
	Iteration 25F: 3 clusters Score -105494.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Entering Unmasked Estep 
Score: -2446473.750000 Penalty: 481.767639
	Iteration 0F: 2 clusters Score -2446474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2419859.000000 Penalty: 963.535278
	Iteration 0F: 3 clusters Score -2419859 nChanged 19150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2431480.750000 Penalty: 963.535278
	Iteration 1F: 3 clusters Score -2431481 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2432132.250000 Penalty: 963.535278
	Iteration 2Q: 3 clusters Score -2432132 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2433124.500000 Penalty: 963.535278
	Iteration 3F: 3 clusters Score -2433124 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2434472.000000 Penalty: 963.535278
	Iteration 4F: 3 clusters Score -2434472 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2436240.250000 Penalty: 963.535278
	Iteration 5F: 3 clusters Score -2436240 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2437903.500000 Penalty: 963.535278
	Iteration 6F: 3 clusters Score -2437904 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2439035.000000 Penalty: 963.535278
	Iteration 7F: 3 clusters Score -2439035 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2439625.250000 Penalty: 963.535278
	Iteration 8Q: 3 clusters Score -2439625 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2439951.000000 Penalty: 963.535278
	Iteration 9Q: 3 clusters Score -2439951 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2440220.000000 Penalty: 963.535278
	Iteration 10Q: 3 clusters Score -2440220 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2440502.500000 Penalty: 963.535278
	Iteration 11Q: 3 clusters Score -2440502 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2440803.500000 Penalty: 963.535278
	Iteration 12Q: 3 clusters Score -2440804 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2441095.750000 Penalty: 963.535278
	Iteration 13Q: 3 clusters Score -2441096 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2441475.000000 Penalty: 963.535278
	Iteration 14Q: 3 clusters Score -2441475 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2441942.500000 Penalty: 963.535278
	Iteration 15Q: 3 clusters Score -2441942 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2442470.250000 Penalty: 963.535278
	Iteration 16Q: 3 clusters Score -2442470 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2442943.500000 Penalty: 963.535278
	Iteration 17Q: 3 clusters Score -2442944 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2443344.250000 Penalty: 963.535278
	Iteration 18Q: 3 clusters Score -2443344 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2443659.500000 Penalty: 963.535278
	Iteration 19Q: 3 clusters Score -2443660 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2443915.500000 Penalty: 963.535278
	Iteration 20F: 3 clusters Score -2443916 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2444125.000000 Penalty: 963.535278
	Iteration 21Q: 3 clusters Score -2444125 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2444259.500000 Penalty: 963.535278
	Iteration 22Q: 3 clusters Score -2444260 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2444391.750000 Penalty: 963.535278
	Iteration 23Q: 3 clusters Score -2444392 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2444508.250000 Penalty: 963.535278
	Iteration 24Q: 3 clusters Score -2444508 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2444600.000000 Penalty: 963.535278
	Iteration 25Q: 3 clusters Score -2444600 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2444673.500000 Penalty: 963.535278
	Iteration 26Q: 3 clusters Score -2444674 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2444731.000000 Penalty: 963.535278
	Iteration 27Q: 3 clusters Score -2444731 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2444781.000000 Penalty: 963.535278
	Iteration 28Q: 3 clusters Score -2444781 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2444832.750000 Penalty: 963.535278
	Iteration 29Q: 3 clusters Score -2444833 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2444870.500000 Penalty: 963.535278
	Iteration 30Q: 3 clusters Score -2444870 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2444899.000000 Penalty: 963.535278
	Iteration 31Q: 3 clusters Score -2444899 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2444933.000000 Penalty: 963.535278
	Iteration 32Q: 3 clusters Score -2444933 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2444964.000000 Penalty: 963.535278
	Iteration 33Q: 3 clusters Score -2444964 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2445006.000000 Penalty: 963.535278
	Iteration 34Q: 3 clusters Score -2445006 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2445045.500000 Penalty: 963.535278
	Iteration 35Q: 3 clusters Score -2445046 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2445079.000000 Penalty: 963.535278
	Iteration 36Q: 3 clusters Score -2445079 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2445108.500000 Penalty: 963.535278
	Iteration 37Q: 3 clusters Score -2445108 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2445129.500000 Penalty: 963.535278
	Iteration 38Q: 3 clusters Score -2445130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2445151.500000 Penalty: 963.535278
	Iteration 39Q: 3 clusters Score -2445152 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2445172.250000 Penalty: 963.535278
	Iteration 40F: 3 clusters Score -2445172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2445183.250000 Penalty: 963.535278
	Iteration 41Q: 3 clusters Score -2445183 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2445205.750000 Penalty: 963.535278
	Iteration 42Q: 3 clusters Score -2445206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2445230.250000 Penalty: 963.535278
	Iteration 43Q: 3 clusters Score -2445230 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2445245.000000 Penalty: 963.535278
	Iteration 44Q: 3 clusters Score -2445245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2445260.250000 Penalty: 963.535278
	Iteration 45Q: 3 clusters Score -2445260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2445272.750000 Penalty: 963.535278
	Iteration 46Q: 3 clusters Score -2445273 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2445289.500000 Penalty: 963.535278
	Iteration 47Q: 3 clusters Score -2445290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2445305.750000 Penalty: 963.535278
	Iteration 48Q: 3 clusters Score -2445306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2445318.000000 Penalty: 963.535278
	Iteration 49Q: 3 clusters Score -2445318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2445327.750000 Penalty: 963.535278
	Iteration 50Q: 3 clusters Score -2445328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2445341.500000 Penalty: 963.535278
	Iteration 51Q: 3 clusters Score -2445342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2445350.250000 Penalty: 963.535278
	Iteration 52Q: 3 clusters Score -2445350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2445370.500000 Penalty: 963.535278
	Iteration 53Q: 3 clusters Score -2445370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2445375.500000 Penalty: 963.535278
	Iteration 54Q: 3 clusters Score -2445376 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2445386 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2445386 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2445409.000000 Penalty: 963.535278
	Iteration 57Q: 3 clusters Score -2445409 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2445420 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2445433.000000 Penalty: 963.535278
	Iteration 59Q: 3 clusters Score -2445433 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2445452 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2445472 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2445486 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2445498 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2445514.500000 Penalty: 963.535278
	Iteration 64Q: 3 clusters Score -2445514 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2445522 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2445532 nChanged 67
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Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2445542 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2445561 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2445570 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2445577 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2445597 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2445604 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37488 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2445617 nChanged 61
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Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2445629 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37601 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2445638 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2445649 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2445653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2445658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2445664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2445677 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2445688 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37932 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2445691 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2445701 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2445704 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38069 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2445716 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2445729 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2445735 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2445748 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2445762 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38319 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2445771 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2445794.250000 Penalty: 963.535278
	Iteration 91Q: 3 clusters Score -2445794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2445806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2445820 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38511 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2445826 nChanged 47
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Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2445841.000000 Penalty: 963.535278
	Iteration 95Q: 3 clusters Score -2445841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2445859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2445874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2445882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2445897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2445908.250000 Penalty: 963.535278
	Iteration 100F: 3 clusters Score -2445908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
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Entering Unmasked Estep 
Score: -2445923.250000 Penalty: 963.535278
	Iteration 101Q: 3 clusters Score -2445923 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2445929 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2445939.000000 Penalty: 963.535278
	Iteration 103Q: 3 clusters Score -2445939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
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Entering Unmasked Estep 
Score: -2445943.500000 Penalty: 963.535278
	Iteration 104Q: 3 clusters Score -2445944 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38939 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2445948 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2445949.750000 Penalty: 963.535278
	Iteration 106Q: 3 clusters Score -2445950 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2445953.000000 Penalty: 963.535278
	Iteration 107Q: 3 clusters Score -2445953 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38985 members 
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Entering Unmasked Estep 
Score: -2445951.250000 Penalty: 963.535278
	Iteration 108Q: 3 clusters Score -2445951 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2445957.250000 Penalty: 963.535278
	Iteration 109Q: 3 clusters Score -2445957 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2445958.000000 Penalty: 963.535278
	Iteration 110Q: 3 clusters Score -2445958 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39037 members 
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Entering Unmasked Estep 
Score: -2445961.750000 Penalty: 963.535278
	Iteration 111Q: 3 clusters Score -2445962 nChanged 23
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Mstep: Class 1 contains 39060 members 
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Entering Unmasked Estep 
Score: -2445978.250000 Penalty: 963.535278
	Iteration 112Q: 3 clusters Score -2445978 nChanged 21
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Mstep: Class 1 contains 39079 members 
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Entering Unmasked Estep 
Score: -2445982.500000 Penalty: 963.535278
	Iteration 113Q: 3 clusters Score -2445982 nChanged 18
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Mstep: Class 1 contains 39097 members 
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Entering Unmasked Estep 
Score: -2445990.000000 Penalty: 963.535278
	Iteration 114Q: 3 clusters Score -2445990 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2446001.250000 Penalty: 963.535278
	Iteration 115Q: 3 clusters Score -2446001 nChanged 21
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Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2446007.000000 Penalty: 963.535278
	Iteration 116Q: 3 clusters Score -2446007 nChanged 19
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Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2446004.750000 Penalty: 963.535278
	Iteration 117Q: 3 clusters Score -2446005 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2446006.500000 Penalty: 963.535278
	Iteration 118Q: 3 clusters Score -2446006 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2446010.000000 Penalty: 963.535278
	Iteration 119Q: 3 clusters Score -2446010 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39189 members 
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Entering Unmasked Estep 
Score: -2446011.500000 Penalty: 963.535278
	Iteration 120F: 3 clusters Score -2446012 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2446014.250000 Penalty: 963.535278
	Iteration 121Q: 3 clusters Score -2446014 nChanged 9
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Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2446016.000000 Penalty: 963.535278
	Iteration 122Q: 3 clusters Score -2446016 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2446019.000000 Penalty: 963.535278
	Iteration 123Q: 3 clusters Score -2446019 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2446023.500000 Penalty: 963.535278
	Iteration 124Q: 3 clusters Score -2446024 nChanged 12
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Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2446027.750000 Penalty: 963.535278
	Iteration 125Q: 3 clusters Score -2446028 nChanged 7
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Mstep: Class 1 contains 39241 members 
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Entering Unmasked Estep 
Score: -2446030.750000 Penalty: 963.535278
	Iteration 126Q: 3 clusters Score -2446031 nChanged 7
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Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2446034.500000 Penalty: 963.535278
	Iteration 127Q: 3 clusters Score -2446034 nChanged 10
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Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2446034 nChanged 11
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Mstep: Class 1 contains 39261 members 
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Entering Unmasked Estep 
Score: -2446036.500000 Penalty: 963.535278
	Iteration 129Q: 3 clusters Score -2446036 nChanged 7
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Mstep: Class 1 contains 39266 members 
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Entering Unmasked Estep 
Score: -2446039.750000 Penalty: 963.535278
	Iteration 130Q: 3 clusters Score -2446040 nChanged 7
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Mstep: Class 1 contains 39273 members 
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Entering Unmasked Estep 
Score: -2446041.500000 Penalty: 963.535278
	Iteration 131Q: 3 clusters Score -2446042 nChanged 6
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Mstep: Class 1 contains 39277 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2446043 nChanged 5
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Mstep: Class 1 contains 39280 members 
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	Iteration 133Q: 3 clusters Score -2446043 nChanged 3
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Mstep: Class 1 contains 39283 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2446042 nChanged 4
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Mstep: Class 1 contains 39287 members 
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	Iteration 135Q: 3 clusters Score -2446045 nChanged 6
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	Iteration 136Q: 3 clusters Score -2446046 nChanged 8
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Mstep: Class 1 contains 39297 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2446048 nChanged 3
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Mstep: Class 1 contains 39298 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2446047 nChanged 5
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Entering Unmasked Estep 
Score: -2446048.250000 Penalty: 963.535278
	Iteration 139Q: 3 clusters Score -2446048 nChanged 4
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Mstep: Class 1 contains 39307 members 
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Entering Unmasked Estep 
Score: -2446051.250000 Penalty: 963.535278
	Iteration 140F: 3 clusters Score -2446051 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39310 members 
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Entering Unmasked Estep 
Score: -2446050.250000 Penalty: 963.535278
	Iteration 141Q: 3 clusters Score -2446050 nChanged 5
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Mstep: Class 1 contains 39313 members 
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Entering Unmasked Estep 
Score: -2446052.500000 Penalty: 963.535278
	Iteration 142Q: 3 clusters Score -2446052 nChanged 7
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Mstep: Class 1 contains 39318 members 
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Entering Unmasked Estep 
Score: -2446056.250000 Penalty: 963.535278
	Iteration 143Q: 3 clusters Score -2446056 nChanged 6
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	Iteration 144Q: 3 clusters Score -2446057 nChanged 4
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Entering Unmasked Estep 
Score: -2446060.250000 Penalty: 963.535278
	Iteration 145Q: 3 clusters Score -2446060 nChanged 3
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Entering Unmasked Estep 
Score: -2446061.000000 Penalty: 963.535278
	Iteration 146Q: 3 clusters Score -2446061 nChanged 4
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Entering Unmasked Estep 
Score: -2446065.750000 Penalty: 963.535278
	Iteration 147Q: 3 clusters Score -2446066 nChanged 4
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2446065 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2446065.750000 Penalty: 963.535278
	Iteration 149Q: 3 clusters Score -2446066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2446065.750000 Penalty: 963.535278
	Iteration 150Q: 3 clusters Score -2446066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2446065.750000 Penalty: 963.535278
	Iteration 151F: 3 clusters Score -2446066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -136682.078125 Penalty: 347.031128
	Iteration 0F: 2 clusters Score -136682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -135186.078125 Penalty: 694.062256
	Iteration 0F: 3 clusters Score -135186.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -135634.781250 Penalty: 694.062256
	Iteration 1F: 3 clusters Score -135634.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -135697.062500 Penalty: 694.062256
	Iteration 2F: 3 clusters Score -135697.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -135768.359375 Penalty: 694.062256
	Iteration 3F: 3 clusters Score -135768.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -135842.781250 Penalty: 694.062256
	Iteration 4F: 3 clusters Score -135842.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -135927.531250 Penalty: 694.062256
	Iteration 5F: 3 clusters Score -135927.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -136025.500000 Penalty: 694.062256
	Iteration 6F: 3 clusters Score -136025.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -136117.609375 Penalty: 694.062256
	Iteration 7F: 3 clusters Score -136117.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -136183.906250 Penalty: 694.062256
	Iteration 8Q: 3 clusters Score -136183.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -136235.875000 Penalty: 694.062256
	Iteration 9Q: 3 clusters Score -136235.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -136267.281250 Penalty: 694.062256
	Iteration 10Q: 3 clusters Score -136267.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -136291.796875 Penalty: 694.062256
	Iteration 11Q: 3 clusters Score -136291.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -136304.921875 Penalty: 694.062256
	Iteration 12Q: 3 clusters Score -136304.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -136314.734375 Penalty: 694.062256
	Iteration 13Q: 3 clusters Score -136314.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -136323.296875 Penalty: 694.062256
	Iteration 14Q: 3 clusters Score -136323.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -136330.953125 Penalty: 694.062256
	Iteration 15Q: 3 clusters Score -136331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -136340.125000 Penalty: 694.062256
	Iteration 16Q: 3 clusters Score -136340.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -136345.562500 Penalty: 694.062256
	Iteration 17Q: 3 clusters Score -136345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -136352.140625 Penalty: 694.062256
	Iteration 18Q: 3 clusters Score -136352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -136357.718750 Penalty: 694.062256
	Iteration 19Q: 3 clusters Score -136357.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -136364.562500 Penalty: 694.062256
	Iteration 20F: 3 clusters Score -136364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -136371.890625 Penalty: 694.062256
	Iteration 21Q: 3 clusters Score -136371.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -136374.406250 Penalty: 694.062256
	Iteration 22Q: 3 clusters Score -136374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -136377.109375 Penalty: 694.062256
	Iteration 23Q: 3 clusters Score -136377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -136381.250000 Penalty: 694.062256
	Iteration 24Q: 3 clusters Score -136381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -136383.421875 Penalty: 694.062256
	Iteration 25Q: 3 clusters Score -136383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -136384.390625 Penalty: 694.062256
	Iteration 26Q: 3 clusters Score -136384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -136385.046875 Penalty: 694.062256
	Iteration 27Q: 3 clusters Score -136385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -136385.046875 Penalty: 694.062256
	Iteration 28F: 3 clusters Score -136385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -99607.398438 Penalty: 336.700439
	Iteration 0F: 2 clusters Score -99607.4 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 848 members 
Entering Unmasked Estep 
Score: -98436.125000 Penalty: 673.400879
	Iteration 0F: 3 clusters Score -98436.12 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -98786.625000 Penalty: 673.400879
	Iteration 1F: 3 clusters Score -98786.62 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -98846.937500 Penalty: 673.400879
	Iteration 2F: 3 clusters Score -98846.94 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -98896.742188 Penalty: 673.400879
	Iteration 3F: 3 clusters Score -98896.74 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -98941.109375 Penalty: 673.400879
	Iteration 4Q: 3 clusters Score -98941.11 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -98991.125000 Penalty: 673.400879
	Iteration 5Q: 3 clusters Score -98991.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -99030.367188 Penalty: 673.400879
	Iteration 6Q: 3 clusters Score -99030.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -99062.132812 Penalty: 673.400879
	Iteration 7Q: 3 clusters Score -99062.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -99085.210938 Penalty: 673.400879
	Iteration 8Q: 3 clusters Score -99085.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -99104.968750 Penalty: 673.400879
	Iteration 9Q: 3 clusters Score -99104.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -99125.539062 Penalty: 673.400879
	Iteration 10Q: 3 clusters Score -99125.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -99144.812500 Penalty: 673.400879
	Iteration 11Q: 3 clusters Score -99144.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -99161.875000 Penalty: 673.400879
	Iteration 12Q: 3 clusters Score -99161.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -99181.562500 Penalty: 673.400879
	Iteration 13Q: 3 clusters Score -99181.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -99197.375000 Penalty: 673.400879
	Iteration 14Q: 3 clusters Score -99197.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -99210.320312 Penalty: 673.400879
	Iteration 15Q: 3 clusters Score -99210.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -99218.875000 Penalty: 673.400879
	Iteration 16Q: 3 clusters Score -99218.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -99226.828125 Penalty: 673.400879
	Iteration 17Q: 3 clusters Score -99226.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -99230.914062 Penalty: 673.400879
	Iteration 18Q: 3 clusters Score -99230.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -99233.796875 Penalty: 673.400879
	Iteration 19Q: 3 clusters Score -99233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -99235.632812 Penalty: 673.400879
	Iteration 20F: 3 clusters Score -99235.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -99237.984375 Penalty: 673.400879
	Iteration 21Q: 3 clusters Score -99237.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -99240.484375 Penalty: 673.400879
	Iteration 22Q: 3 clusters Score -99240.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -99243.843750 Penalty: 673.400879
	Iteration 23Q: 3 clusters Score -99243.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -99248.039062 Penalty: 673.400879
	Iteration 24Q: 3 clusters Score -99248.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -99252.125000 Penalty: 673.400879
	Iteration 25Q: 3 clusters Score -99252.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -99256.195312 Penalty: 673.400879
	Iteration 26Q: 3 clusters Score -99256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -99259.945312 Penalty: 673.400879
	Iteration 27Q: 3 clusters Score -99259.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -99262.054688 Penalty: 673.400879
	Iteration 28Q: 3 clusters Score -99262.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -99268.414062 Penalty: 673.400879
	Iteration 29Q: 3 clusters Score -99268.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -99273.476562 Penalty: 673.400879
	Iteration 30Q: 3 clusters Score -99273.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -99277.820312 Penalty: 673.400879
	Iteration 31Q: 3 clusters Score -99277.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -99281.578125 Penalty: 673.400879
	Iteration 32Q: 3 clusters Score -99281.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -99285.117188 Penalty: 673.400879
	Iteration 33Q: 3 clusters Score -99285.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -99288.367188 Penalty: 673.400879
	Iteration 34Q: 3 clusters Score -99288.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -99292.242188 Penalty: 673.400879
	Iteration 35Q: 3 clusters Score -99292.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -99295.312500 Penalty: 673.400879
	Iteration 36Q: 3 clusters Score -99295.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -99298.125000 Penalty: 673.400879
	Iteration 37Q: 3 clusters Score -99298.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -99298.875000 Penalty: 673.400879
	Iteration 38Q: 3 clusters Score -99298.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -99299.523438 Penalty: 673.400879
	Iteration 39Q: 3 clusters Score -99299.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -99299.523438 Penalty: 673.400879
	Iteration 40F: 3 clusters Score -99299.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18063.765625 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18063.77 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 137 members 
Entering Unmasked Estep 
Score: -17706.072266 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -17706.07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17799.455078 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -17799.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17853.882812 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -17853.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17876.904297 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -17876.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17907.183594 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -17907.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17971.246094 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -17971.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18015.759766 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18015.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18042.355469 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18042.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18072.857422 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18072.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18075.097656 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18077.804688 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18079.554688 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18079.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18081.740234 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -18081.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18081.740234 Penalty: 513.413574
	Iteration 13F: 3 clusters Score -18081.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 87 members 
Entering Unmasked Estep 
Score: -14141122.000000 Penalty: 61851.894531
Splitting cluster 25 changes total score from -14141396.000000 to -14141122.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6610.772949 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6610.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6386.110352 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6386.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6468.565918 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6468.566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6476.346191 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -6476.346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6476.882324 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6476.882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6476.882324 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -6476.882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16586.263672 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16586.26 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16646.560547 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16646.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16669.263672 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -16669.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16676.871094 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16676.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16681.953125 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16681.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16682.537109 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16682.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16682.537109 Penalty: 502.088196
	Iteration 6F: 3 clusters Score -16682.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145156.468750 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -143466.406250 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143466.4 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -144000.906250 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -144000.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -144081.093750 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144081.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -144172.515625 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -144172.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -144252.453125 Penalty: 708.689514
	Iteration 4F: 3 clusters Score -144252.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -144325.671875 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144325.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -144410.031250 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -144410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -144502.656250 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144502.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -144593.078125 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144593.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -144667.093750 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144667.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -144707.687500 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144707.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -144733.218750 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144733.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -144750.671875 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144750.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -144766.156250 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144766.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -144782.156250 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144782.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -144794.656250 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144794.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -144800.562500 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144800.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -144803.828125 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144803.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -144807.593750 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144807.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -144811.453125 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -144813.968750 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -144815.921875 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -144815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -144816.921875 Penalty: 708.689514
	Iteration 22Q: 3 clusters Score -144816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -144817.812500 Penalty: 708.689514
	Iteration 23Q: 3 clusters Score -144817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -144819.078125 Penalty: 708.689514
	Iteration 24Q: 3 clusters Score -144819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -144820.171875 Penalty: 708.689514
	Iteration 25Q: 3 clusters Score -144820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -144820.796875 Penalty: 708.689514
	Iteration 26Q: 3 clusters Score -144820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -144820.953125 Penalty: 708.689514
	Iteration 27Q: 3 clusters Score -144821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -144821.000000 Penalty: 708.689514
	Iteration 28Q: 3 clusters Score -144821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -144821.093750 Penalty: 708.689514
	Iteration 29Q: 3 clusters Score -144821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -144821.203125 Penalty: 708.689514
	Iteration 30Q: 3 clusters Score -144821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -144821.250000 Penalty: 708.689514
	Iteration 31Q: 3 clusters Score -144821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -144821.250000 Penalty: 708.689514
	Iteration 32F: 3 clusters Score -144821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33660.628906 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33660.63 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33802.703125 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33802.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33844.519531 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33844.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33870.742188 Penalty: 578.247681
	Iteration 3F: 3 clusters Score -33870.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33888.628906 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -33888.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33899.066406 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -33899.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33905.156250 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -33905.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33912.464844 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -33912.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33918.843750 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -33918.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33927.281250 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -33927.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -33931.468750 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -33931.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -33938.269531 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -33938.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -33942.500000 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -33942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -33946.824219 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -33946.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -33957.082031 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -33957.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -33967.710938 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -33967.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -33977.101562 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -33977.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -33984.691406 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -33984.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -33991.988281 Penalty: 578.247681
	Iteration 18Q: 3 clusters Score -33991.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -33999.437500 Penalty: 578.247681
	Iteration 19Q: 3 clusters Score -33999.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34002.863281 Penalty: 578.247681
	Iteration 20F: 3 clusters Score -34002.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34007.433594 Penalty: 578.247681
	Iteration 21Q: 3 clusters Score -34007.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34009.515625 Penalty: 578.247681
	Iteration 22Q: 3 clusters Score -34009.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34010.882812 Penalty: 578.247681
	Iteration 23Q: 3 clusters Score -34010.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34011.503906 Penalty: 578.247681
	Iteration 24Q: 3 clusters Score -34011.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34011.503906 Penalty: 578.247681
	Iteration 25F: 3 clusters Score -34011.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -7054.166504 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -7054.167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6818.148926 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -6818.149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6932.041016 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -6932.041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7004.173340 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -7004.173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7062.154297 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -7062.154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7069.045898 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -7069.046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7070.214844 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -7070.215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7070.214844 Penalty: 461.840820
	Iteration 6F: 3 clusters Score -7070.215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 78 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 82 members 
Entering Unmasked Estep 
Score: -14141100.000000 Penalty: 61851.894531
Splitting cluster 30 changes total score from -14141396.000000 to -14141100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9617.684570 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9617.685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9670.985352 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9670.985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9700.246094 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9700.246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9708.771484 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9708.771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9712.874023 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9712.874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9715.239258 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9715.239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9715.239258 Penalty: 469.474030
	Iteration 6F: 3 clusters Score -9715.239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 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 245 members 
Entering Unmasked Estep 
Score: -30513.654297 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30513.65 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30620.396484 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30620.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30650.505859 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30650.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30670.955078 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -30670.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30690.472656 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30690.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30709.535156 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30709.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30734.718750 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30734.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30768.806641 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30768.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30788.564453 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30788.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30801.658203 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30801.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30808.564453 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30808.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30815.054688 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -30815.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30818.066406 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -30818.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -30820.351562 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -30820.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -30820.605469 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -30820.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30822.710938 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -30822.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30825.357422 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -30825.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30826.648438 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -30826.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30829.005859 Penalty: 569.969238
	Iteration 18Q: 3 clusters Score -30829.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30831.865234 Penalty: 569.969238
	Iteration 19Q: 3 clusters Score -30831.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30833.757812 Penalty: 569.969238
	Iteration 20F: 3 clusters Score -30833.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -30834.583984 Penalty: 569.969238
	Iteration 21Q: 3 clusters Score -30834.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30836.833984 Penalty: 569.969238
	Iteration 22Q: 3 clusters Score -30836.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30836.833984 Penalty: 569.969238
	Iteration 23F: 3 clusters Score -30836.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -21083.681641 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -21083.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -20623.916016 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -20623.92 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20799.919922 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -20799.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20868.126953 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -20868.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20897.238281 Penalty: 558.533203
	Iteration 3F: 3 clusters Score -20897.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20908.328125 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -20908.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20914.644531 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -20914.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20920.085938 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -20920.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20920.621094 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -20920.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20920.621094 Penalty: 558.533203
	Iteration 8F: 3 clusters Score -20920.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -54617.867188 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -54617.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -53962.605469 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -53962.61 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -54275.667969 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -54275.67 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54364.437500 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -54364.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54427.164062 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -54427.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -54462.218750 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -54462.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54495.957031 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -54495.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54517.820312 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -54517.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54538.464844 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -54538.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54551.867188 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -54551.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54562.656250 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -54562.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54565.843750 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -54565.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -54567.464844 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -54567.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -54569.085938 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -54569.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -54571.945312 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -54571.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54578.226562 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -54578.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -54580.855469 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -54580.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54581.367188 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -54581.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -54581.695312 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -54581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54582.363281 Penalty: 606.693054
	Iteration 18Q: 3 clusters Score -54582.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54582.363281 Penalty: 606.693054
	Iteration 19F: 3 clusters Score -54582.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 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 207 members 
Entering Unmasked Estep 
Score: -22295.281250 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22295.28 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22430.652344 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22430.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22476.994141 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22476.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22491.529297 Penalty: 545.903259
	Iteration 3Q: 3 clusters Score -22491.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22497.640625 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22497.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22505.451172 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22505.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22512.142578 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22512.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22518.058594 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22518.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22523.130859 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -22523.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22526.556641 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22526.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22528.681641 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22528.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22534.955078 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -22534.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22536.685547 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -22536.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22537.710938 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -22537.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22538.218750 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -22538.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22538.306641 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -22538.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22538.886719 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -22538.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22539.517578 Penalty: 545.903259
	Iteration 17Q: 3 clusters Score -22539.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22540.039062 Penalty: 545.903259
	Iteration 18Q: 3 clusters Score -22540.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22540.703125 Penalty: 545.903259
	Iteration 19Q: 3 clusters Score -22540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22540.773438 Penalty: 545.903259
	Iteration 20F: 3 clusters Score -22540.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4625.558594 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4625.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4405.621582 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4405.622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4520.493652 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4520.494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4640.209961 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -4640.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4710.404785 Penalty: 458.362671
	Iteration 3F: 3 clusters Score -4710.405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4818.903320 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -4818.903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4882.522949 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -4882.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4884.056152 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -4884.056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4885.494141 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -4885.494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4888.053711 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -4888.054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4903.215332 Penalty: 458.362671
	Iteration 9Q: 3 clusters Score -4903.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4905.439453 Penalty: 458.362671
	Iteration 10Q: 3 clusters Score -4905.439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4905.439453 Penalty: 458.362671
	Iteration 11F: 3 clusters Score -4905.439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 96 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 58 members 
Entering Unmasked Estep 
Score: -14141349.000000 Penalty: 61851.894531
Splitting cluster 36 changes total score from -14141396.000000 to -14141349.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -44053.535156 Penalty: 294.350891
	Iteration 0F: 2 clusters Score -44053.54 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 307 members 
Entering Unmasked Estep 
Score: -43476.472656 Penalty: 588.701782
	Iteration 0F: 3 clusters Score -43476.47 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43669.882812 Penalty: 588.701782
	Iteration 1F: 3 clusters Score -43669.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43754.183594 Penalty: 588.701782
	Iteration 2F: 3 clusters Score -43754.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43792.242188 Penalty: 588.701782
	Iteration 3F: 3 clusters Score -43792.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43819.972656 Penalty: 588.701782
	Iteration 4Q: 3 clusters Score -43819.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43861.457031 Penalty: 588.701782
	Iteration 5Q: 3 clusters Score -43861.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -43904.664062 Penalty: 588.701782
	Iteration 6F: 3 clusters Score -43904.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43930.675781 Penalty: 588.701782
	Iteration 7Q: 3 clusters Score -43930.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43950.621094 Penalty: 588.701782
	Iteration 8Q: 3 clusters Score -43950.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43956.335938 Penalty: 588.701782
	Iteration 9Q: 3 clusters Score -43956.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43960.917969 Penalty: 588.701782
	Iteration 10Q: 3 clusters Score -43960.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43962.484375 Penalty: 588.701782
	Iteration 11Q: 3 clusters Score -43962.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43962.652344 Penalty: 588.701782
	Iteration 12Q: 3 clusters Score -43962.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43962.652344 Penalty: 588.701782
	Iteration 13F: 3 clusters Score -43962.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8292.152344 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8292.152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8035.144531 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8035.145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8118.381836 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8118.382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8137.231445 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8137.231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8152.091309 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8152.091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8167.389160 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8167.389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8168.021484 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -8168.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8169.521973 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -8169.522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8178.709473 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -8178.709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8184.752930 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -8184.753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8203.056641 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -8203.057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8207.022461 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -8207.022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8208.807617 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -8208.808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8216.789062 Penalty: 473.564606
	Iteration 12Q: 3 clusters Score -8216.789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8228.794922 Penalty: 473.564606
	Iteration 13Q: 3 clusters Score -8228.795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8236.714844 Penalty: 473.564606
	Iteration 14Q: 3 clusters Score -8236.715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8244.960938 Penalty: 473.564606
	Iteration 15Q: 3 clusters Score -8244.961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8253.947266 Penalty: 473.564606
	Iteration 16Q: 3 clusters Score -8253.947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8260.134766 Penalty: 473.564606
	Iteration 17Q: 3 clusters Score -8260.135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8262.085938 Penalty: 473.564606
	Iteration 18Q: 3 clusters Score -8262.086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8262.085938 Penalty: 473.564606
	Iteration 19F: 3 clusters Score -8262.086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -137662.640625 Penalty: 353.736816
	Iteration 0F: 2 clusters Score -137662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -135934.796875 Penalty: 707.473633
	Iteration 0F: 3 clusters Score -135934.8 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -136596.671875 Penalty: 707.473633
	Iteration 1F: 3 clusters Score -136596.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -136771.343750 Penalty: 707.473633
	Iteration 2F: 3 clusters Score -136771.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -136969.265625 Penalty: 707.473633
	Iteration 3F: 3 clusters Score -136969.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137155.281250 Penalty: 707.473633
	Iteration 4F: 3 clusters Score -137155.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137329.796875 Penalty: 707.473633
	Iteration 5F: 3 clusters Score -137329.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137456.906250 Penalty: 707.473633
	Iteration 6F: 3 clusters Score -137456.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137532.875000 Penalty: 707.473633
	Iteration 7Q: 3 clusters Score -137532.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137569.031250 Penalty: 707.473633
	Iteration 8Q: 3 clusters Score -137569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -137584.250000 Penalty: 707.473633
	Iteration 9Q: 3 clusters Score -137584.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -137591.921875 Penalty: 707.473633
	Iteration 10Q: 3 clusters Score -137591.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -137598.250000 Penalty: 707.473633
	Iteration 11Q: 3 clusters Score -137598.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -137603.343750 Penalty: 707.473633
	Iteration 12Q: 3 clusters Score -137603.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -137614.156250 Penalty: 707.473633
	Iteration 13Q: 3 clusters Score -137614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -137623.703125 Penalty: 707.473633
	Iteration 14Q: 3 clusters Score -137623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -137627.515625 Penalty: 707.473633
	Iteration 15Q: 3 clusters Score -137627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -137629.140625 Penalty: 707.473633
	Iteration 16Q: 3 clusters Score -137629.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -137631.218750 Penalty: 707.473633
	Iteration 17Q: 3 clusters Score -137631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -137634.109375 Penalty: 707.473633
	Iteration 18Q: 3 clusters Score -137634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137635.812500 Penalty: 707.473633
	Iteration 19Q: 3 clusters Score -137635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137636.531250 Penalty: 707.473633
	Iteration 20F: 3 clusters Score -137636.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137637.671875 Penalty: 707.473633
	Iteration 21Q: 3 clusters Score -137637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -137640.109375 Penalty: 707.473633
	Iteration 22Q: 3 clusters Score -137640.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -137642.437500 Penalty: 707.473633
	Iteration 23Q: 3 clusters Score -137642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -137643.343750 Penalty: 707.473633
	Iteration 24Q: 3 clusters Score -137643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -137643.843750 Penalty: 707.473633
	Iteration 25Q: 3 clusters Score -137643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -137644.281250 Penalty: 707.473633
	Iteration 26Q: 3 clusters Score -137644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -137644.171875 Penalty: 707.473633
	Iteration 27Q: 3 clusters Score -137644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -137644.171875 Penalty: 707.473633
	Iteration 28F: 3 clusters Score -137644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1416647.500000 Penalty: 442.518250
	Iteration 0F: 2 clusters Score -1416648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1407969.000000 Penalty: 885.036499
	Iteration 0F: 3 clusters Score -1407969 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1412439.875000 Penalty: 885.036499
	Iteration 1F: 3 clusters Score -1412440 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1412646.000000 Penalty: 885.036499
	Iteration 2Q: 3 clusters Score -1412646 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1412973.250000 Penalty: 885.036499
	Iteration 3Q: 3 clusters Score -1412973 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1413504.625000 Penalty: 885.036499
	Iteration 4F: 3 clusters Score -1413505 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1414284.750000 Penalty: 885.036499
	Iteration 5F: 3 clusters Score -1414285 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1415118.000000 Penalty: 885.036499
	Iteration 6F: 3 clusters Score -1415118 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1415629.625000 Penalty: 885.036499
	Iteration 7F: 3 clusters Score -1415630 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1415878.000000 Penalty: 885.036499
	Iteration 8Q: 3 clusters Score -1415878 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1415983.750000 Penalty: 885.036499
	Iteration 9Q: 3 clusters Score -1415984 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1416045.625000 Penalty: 885.036499
	Iteration 10Q: 3 clusters Score -1416046 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1416068.875000 Penalty: 885.036499
	Iteration 11Q: 3 clusters Score -1416069 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1416081.375000 Penalty: 885.036499
	Iteration 12Q: 3 clusters Score -1416081 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1416077.250000 Penalty: 885.036499
	Iteration 13Q: 3 clusters Score -1416077 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1416081.250000 Penalty: 885.036499
	Iteration 14Q: 3 clusters Score -1416081 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1416083.250000 Penalty: 885.036499
	Iteration 15Q: 3 clusters Score -1416083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1416094.000000 Penalty: 885.036499
	Iteration 16Q: 3 clusters Score -1416094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1416086.500000 Penalty: 885.036499
	Iteration 17Q: 3 clusters Score -1416086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1416078.375000 Penalty: 885.036499
	Iteration 18Q: 3 clusters Score -1416078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1416075.125000 Penalty: 885.036499
	Iteration 19Q: 3 clusters Score -1416075 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1416069.250000 Penalty: 885.036499
	Iteration 20F: 3 clusters Score -1416069 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1416063.250000 Penalty: 885.036499
	Iteration 21Q: 3 clusters Score -1416063 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1416064.125000 Penalty: 885.036499
	Iteration 22Q: 3 clusters Score -1416064 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1416068.000000 Penalty: 885.036499
	Iteration 23Q: 3 clusters Score -1416068 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1416053.750000 Penalty: 885.036499
	Iteration 24Q: 3 clusters Score -1416054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1416044.250000 Penalty: 885.036499
	Iteration 25Q: 3 clusters Score -1416044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1416047.750000 Penalty: 885.036499
	Iteration 26Q: 3 clusters Score -1416048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1416049.375000 Penalty: 885.036499
	Iteration 27Q: 3 clusters Score -1416049 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1416032.875000 Penalty: 885.036499
	Iteration 28Q: 3 clusters Score -1416033 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1416027.125000 Penalty: 885.036499
	Iteration 29Q: 3 clusters Score -1416027 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1416021.625000 Penalty: 885.036499
	Iteration 30Q: 3 clusters Score -1416022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1416020.625000 Penalty: 885.036499
	Iteration 31Q: 3 clusters Score -1416021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1416013.250000 Penalty: 885.036499
	Iteration 32Q: 3 clusters Score -1416013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1416017.875000 Penalty: 885.036499
	Iteration 33Q: 3 clusters Score -1416018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1416012.500000 Penalty: 885.036499
	Iteration 34Q: 3 clusters Score -1416012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1416020.625000 Penalty: 885.036499
	Iteration 35Q: 3 clusters Score -1416021 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1416029.625000 Penalty: 885.036499
	Iteration 36Q: 3 clusters Score -1416030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1416028.500000 Penalty: 885.036499
	Iteration 37Q: 3 clusters Score -1416028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1416025.875000 Penalty: 885.036499
	Iteration 38Q: 3 clusters Score -1416026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1416028.500000 Penalty: 885.036499
	Iteration 39Q: 3 clusters Score -1416028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1416035.750000 Penalty: 885.036499
	Iteration 40F: 3 clusters Score -1416036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1416036.125000 Penalty: 885.036499
	Iteration 41Q: 3 clusters Score -1416036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1416041.750000 Penalty: 885.036499
	Iteration 42Q: 3 clusters Score -1416042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1416048.625000 Penalty: 885.036499
	Iteration 43Q: 3 clusters Score -1416049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1416052.750000 Penalty: 885.036499
	Iteration 44Q: 3 clusters Score -1416053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1416059.125000 Penalty: 885.036499
	Iteration 45Q: 3 clusters Score -1416059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1416067.625000 Penalty: 885.036499
	Iteration 46Q: 3 clusters Score -1416068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1416074.375000 Penalty: 885.036499
	Iteration 47Q: 3 clusters Score -1416074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1416073.875000 Penalty: 885.036499
	Iteration 48Q: 3 clusters Score -1416074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1416075.625000 Penalty: 885.036499
	Iteration 49Q: 3 clusters Score -1416076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1416079.625000 Penalty: 885.036499
	Iteration 50Q: 3 clusters Score -1416080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1416085.625000 Penalty: 885.036499
	Iteration 51Q: 3 clusters Score -1416086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1416083.000000 Penalty: 885.036499
	Iteration 52Q: 3 clusters Score -1416083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1416084.375000 Penalty: 885.036499
	Iteration 53Q: 3 clusters Score -1416084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1416087.875000 Penalty: 885.036499
	Iteration 54Q: 3 clusters Score -1416088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1416096.250000 Penalty: 885.036499
	Iteration 55Q: 3 clusters Score -1416096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1416101.750000 Penalty: 885.036499
	Iteration 56Q: 3 clusters Score -1416102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1416101.625000 Penalty: 885.036499
	Iteration 57Q: 3 clusters Score -1416102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1416105.500000 Penalty: 885.036499
	Iteration 58Q: 3 clusters Score -1416106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1416110.625000 Penalty: 885.036499
	Iteration 59Q: 3 clusters Score -1416111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1416113.500000 Penalty: 885.036499
	Iteration 60F: 3 clusters Score -1416114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1416112.375000 Penalty: 885.036499
	Iteration 61Q: 3 clusters Score -1416112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1416119.750000 Penalty: 885.036499
	Iteration 62Q: 3 clusters Score -1416120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1416123.500000 Penalty: 885.036499
	Iteration 63Q: 3 clusters Score -1416124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1416123.875000 Penalty: 885.036499
	Iteration 64Q: 3 clusters Score -1416124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1416123.125000 Penalty: 885.036499
	Iteration 65Q: 3 clusters Score -1416123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1416123.500000 Penalty: 885.036499
	Iteration 66Q: 3 clusters Score -1416124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1416124.125000 Penalty: 885.036499
	Iteration 67Q: 3 clusters Score -1416124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1416124.875000 Penalty: 885.036499
	Iteration 68Q: 3 clusters Score -1416125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1416124.875000 Penalty: 885.036499
	Iteration 69F: 3 clusters Score -1416125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -114261.609375 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114261.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -114673.390625 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114673.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -114737.140625 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114737.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -114790.351562 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114790.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114849.414062 Penalty: 685.468750
	Iteration 4Q: 3 clusters Score -114849.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114909.078125 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -114909.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114969.429688 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -114969.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -115031.695312 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -115031.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -115104.148438 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -115104.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -115155.992188 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -115156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -115198.054688 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115198.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -115237.382812 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115237.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -115273.460938 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115273.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -115290.007812 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -115293.421875 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -115294.406250 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -115294.492188 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -115294.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -115294.492188 Penalty: 685.468750
	Iteration 17F: 3 clusters Score -115294.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -46726.902344 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -46726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -46000.535156 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -46000.54 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46247.691406 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -46247.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46314.187500 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -46314.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -46352.164062 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -46352.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46380.136719 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -46380.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46393.906250 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -46393.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46401.042969 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -46401.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -46404.210938 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -46404.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46405.824219 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -46405.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46407.132812 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -46407.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -46407.335938 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -46407.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46407.761719 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -46407.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46408.359375 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -46408.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -46408.574219 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -46408.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46408.910156 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -46408.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46409.613281 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -46409.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -46410.292969 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -46410.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46412.125000 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -46412.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46412.828125 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -46412.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -46413.250000 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -46413.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46413.968750 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -46413.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9008.659180 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9008.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8749.004883 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -8749.005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8801.705078 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -8801.705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8819.045898 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -8819.046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8833.561523 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -8833.562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8844.724609 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -8844.725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8871.182617 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -8871.183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8888.578125 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -8888.578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8901.360352 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -8901.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8907.641602 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -8907.642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8914.406250 Penalty: 464.641052
	Iteration 9Q: 3 clusters Score -8914.406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8916.999023 Penalty: 464.641052
	Iteration 10Q: 3 clusters Score -8916.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8921.597656 Penalty: 464.641052
	Iteration 11Q: 3 clusters Score -8921.598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8923.655273 Penalty: 464.641052
	Iteration 12F: 3 clusters Score -8923.655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8936.839844 Penalty: 464.641052
	Iteration 13Q: 3 clusters Score -8936.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8943.292969 Penalty: 464.641052
	Iteration 14Q: 3 clusters Score -8943.293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8945.496094 Penalty: 464.641052
	Iteration 15Q: 3 clusters Score -8945.496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8948.567383 Penalty: 464.641052
	Iteration 16Q: 3 clusters Score -8948.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8948.567383 Penalty: 464.641052
	Iteration 17F: 3 clusters Score -8948.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 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 205 members 
Entering Unmasked Estep 
Score: -20602.285156 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20602.29 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20732.896484 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20732.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20808.820312 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -20808.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20866.601562 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -20866.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20928.753906 Penalty: 546.128723
	Iteration 4F: 3 clusters Score -20928.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20983.283203 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -20983.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21016.833984 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -21016.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21039.351562 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -21039.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21052.140625 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -21052.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21056.765625 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -21056.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21060.644531 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -21060.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21060.916016 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -21060.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21060.916016 Penalty: 546.128723
	Iteration 12F: 3 clusters Score -21060.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 116 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 288 members 
Entering Unmasked Estep 
Score: -14141140.000000 Penalty: 61851.894531
Splitting cluster 44 changes total score from -14141396.000000 to -14141140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5355.692871 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5355.693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5403.757812 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5403.758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5436.502441 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5436.502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5455.176270 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5455.176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5460.231934 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5460.232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5464.693848 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5464.694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5464.693848 Penalty: 432.576691
	Iteration 6F: 3 clusters Score -5464.694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21698.789062 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21698.79 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21837.148438 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21837.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21891.804688 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21891.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21926.550781 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -21926.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21937.996094 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -21938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21947.361328 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21947.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21949.078125 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21949.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21950.894531 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21950.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21951.160156 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -21951.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21951.160156 Penalty: 535.887878
	Iteration 9F: 3 clusters Score -21951.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -112589.359375 Penalty: 343.267120
	Iteration 0F: 2 clusters Score -112589.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -111222.875000 Penalty: 686.534241
	Iteration 0F: 3 clusters Score -111222.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -111692.312500 Penalty: 686.534241
	Iteration 1F: 3 clusters Score -111692.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -111786.554688 Penalty: 686.534241
	Iteration 2F: 3 clusters Score -111786.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111859.046875 Penalty: 686.534241
	Iteration 3F: 3 clusters Score -111859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111915.593750 Penalty: 686.534241
	Iteration 4Q: 3 clusters Score -111915.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111986.039062 Penalty: 686.534241
	Iteration 5Q: 3 clusters Score -111986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112049.960938 Penalty: 686.534241
	Iteration 6Q: 3 clusters Score -112050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112091.625000 Penalty: 686.534241
	Iteration 7Q: 3 clusters Score -112091.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112126.867188 Penalty: 686.534241
	Iteration 8Q: 3 clusters Score -112126.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112157.765625 Penalty: 686.534241
	Iteration 9Q: 3 clusters Score -112157.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112175.796875 Penalty: 686.534241
	Iteration 10Q: 3 clusters Score -112175.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -112189.054688 Penalty: 686.534241
	Iteration 11Q: 3 clusters Score -112189.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -112199.093750 Penalty: 686.534241
	Iteration 12Q: 3 clusters Score -112199.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -112212.968750 Penalty: 686.534241
	Iteration 13Q: 3 clusters Score -112213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -112229.085938 Penalty: 686.534241
	Iteration 14Q: 3 clusters Score -112229.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -112239.406250 Penalty: 686.534241
	Iteration 15Q: 3 clusters Score -112239.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -112249.687500 Penalty: 686.534241
	Iteration 16Q: 3 clusters Score -112249.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -112255.046875 Penalty: 686.534241
	Iteration 17Q: 3 clusters Score -112255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -112257.414062 Penalty: 686.534241
	Iteration 18Q: 3 clusters Score -112257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -112260.164062 Penalty: 686.534241
	Iteration 19Q: 3 clusters Score -112260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -112263.914062 Penalty: 686.534241
	Iteration 20F: 3 clusters Score -112263.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -112267.070312 Penalty: 686.534241
	Iteration 21Q: 3 clusters Score -112267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -112270.023438 Penalty: 686.534241
	Iteration 22Q: 3 clusters Score -112270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -112272.421875 Penalty: 686.534241
	Iteration 23Q: 3 clusters Score -112272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -112275.390625 Penalty: 686.534241
	Iteration 24Q: 3 clusters Score -112275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -112277.882812 Penalty: 686.534241
	Iteration 25Q: 3 clusters Score -112277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -112280.218750 Penalty: 686.534241
	Iteration 26Q: 3 clusters Score -112280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -112286.375000 Penalty: 686.534241
	Iteration 27Q: 3 clusters Score -112286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -112288.953125 Penalty: 686.534241
	Iteration 28Q: 3 clusters Score -112289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -112291.765625 Penalty: 686.534241
	Iteration 29Q: 3 clusters Score -112291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -112293.304688 Penalty: 686.534241
	Iteration 30Q: 3 clusters Score -112293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -112293.945312 Penalty: 686.534241
	Iteration 31Q: 3 clusters Score -112293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -112295.484375 Penalty: 686.534241
	Iteration 32Q: 3 clusters Score -112295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -112295.968750 Penalty: 686.534241
	Iteration 33Q: 3 clusters Score -112296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -112296.320312 Penalty: 686.534241
	Iteration 34Q: 3 clusters Score -112296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -112296.843750 Penalty: 686.534241
	Iteration 35Q: 3 clusters Score -112296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -112296.843750 Penalty: 686.534241
	Iteration 36F: 3 clusters Score -112296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14279.938477 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14279.94 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 115 members 
Entering Unmasked Estep 
Score: -13981.625977 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -13981.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14062.100586 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14062.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14134.775391 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14134.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14185.287109 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -14185.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14203.668945 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14203.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14232.376953 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14232.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14242.826172 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14242.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14243.268555 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14243.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14243.268555 Penalty: 489.570648
	Iteration 8F: 3 clusters Score -14243.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -28220.345703 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -28220.35 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 254 members 
Entering Unmasked Estep 
Score: -27706.654297 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27706.65 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27831.849609 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27831.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27886.607422 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27886.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27925.064453 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -27925.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27942.408203 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27942.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27951.693359 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27951.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27957.361328 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -27957.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27962.587891 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -27962.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27967.367188 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -27967.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27970.033203 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -27970.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27975.462891 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -27975.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27986.777344 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -27986.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27997.250000 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -27997.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28001.523438 Penalty: 566.434814
	Iteration 13Q: 3 clusters Score -28001.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28002.333984 Penalty: 566.434814
	Iteration 14Q: 3 clusters Score -28002.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28002.755859 Penalty: 566.434814
	Iteration 15Q: 3 clusters Score -28002.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28003.052734 Penalty: 566.434814
	Iteration 16Q: 3 clusters Score -28003.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28003.052734 Penalty: 566.434814
	Iteration 17F: 3 clusters Score -28003.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14622.604492 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14622.6 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 144 members 
Entering Unmasked Estep 
Score: -14267.938477 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14267.94 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14369.332031 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14369.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14414.541992 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14414.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14436.632812 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14436.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14451.161133 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14451.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14470.956055 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14470.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14484.633789 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14484.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14487.608398 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14487.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14488.557617 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14488.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14488.557617 Penalty: 511.126190
	Iteration 9F: 3 clusters Score -14488.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 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 187 members 
Entering Unmasked Estep 
Score: -20688.322266 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20688.32 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20807.748047 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20807.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20831.119141 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20831.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20845.628906 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -20845.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20855.796875 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20860.972656 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20860.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20864.501953 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20864.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20865.253906 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -20865.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20865.718750 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -20865.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20865.718750 Penalty: 529.897156
	Iteration 9F: 3 clusters Score -20865.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6216.416016 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6216.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5998.442383 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5998.442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6077.535645 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6077.536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6122.825684 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6122.826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6135.453613 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6135.454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6145.115723 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6145.116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6152.564453 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6152.564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6165.439941 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6165.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6170.936523 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6170.937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6172.237305 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -6172.237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6172.237305 Penalty: 447.051605
	Iteration 9F: 3 clusters Score -6172.237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -61740.398438 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -61740.4 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 536 members 
Entering Unmasked Estep 
Score: -60906.722656 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -60906.72 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61140.535156 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -61140.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -61196.816406 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -61196.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -61234.808594 Penalty: 631.648315
	Iteration 3F: 3 clusters Score -61234.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -61255.710938 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -61255.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -61271.582031 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -61271.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -61288.195312 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -61288.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -61313.605469 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -61313.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -61336.085938 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -61336.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -61359.015625 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -61359.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -61378.554688 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -61378.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -61392.539062 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -61392.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -61404.750000 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -61404.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -61415.070312 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -61415.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -61430.390625 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -61430.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -61440.968750 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -61440.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -61448.968750 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -61448.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -61455.390625 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -61455.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -61461.292969 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -61461.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -61465.710938 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -61465.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -61472.753906 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -61472.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -61475.441406 Penalty: 631.648315
	Iteration 21Q: 3 clusters Score -61475.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -61476.816406 Penalty: 631.648315
	Iteration 22Q: 3 clusters Score -61476.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -61477.164062 Penalty: 631.648315
	Iteration 23Q: 3 clusters Score -61477.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -61477.984375 Penalty: 631.648315
	Iteration 24Q: 3 clusters Score -61477.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -61478.421875 Penalty: 631.648315
	Iteration 25Q: 3 clusters Score -61478.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -61478.722656 Penalty: 631.648315
	Iteration 26Q: 3 clusters Score -61478.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -61479.652344 Penalty: 631.648315
	Iteration 27Q: 3 clusters Score -61479.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -61481.687500 Penalty: 631.648315
	Iteration 28Q: 3 clusters Score -61481.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -61483.519531 Penalty: 631.648315
	Iteration 29Q: 3 clusters Score -61483.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -61484.796875 Penalty: 631.648315
	Iteration 30Q: 3 clusters Score -61484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -61488.492188 Penalty: 631.648315
	Iteration 31Q: 3 clusters Score -61488.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -61490.871094 Penalty: 631.648315
	Iteration 32Q: 3 clusters Score -61490.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -61496.562500 Penalty: 631.648315
	Iteration 33Q: 3 clusters Score -61496.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -61500.312500 Penalty: 631.648315
	Iteration 34Q: 3 clusters Score -61500.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -61501.148438 Penalty: 631.648315
	Iteration 35Q: 3 clusters Score -61501.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -61501.148438 Penalty: 631.648315
	Iteration 36F: 3 clusters Score -61501.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (15417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Entering Unmasked Estep 
Score: -983434.250000 Penalty: 438.766754
	Iteration 0F: 2 clusters Score -983434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -973093.187500 Penalty: 877.533508
	Iteration 0F: 3 clusters Score -973093.2 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -977195.312500 Penalty: 877.533508
	Iteration 1F: 3 clusters Score -977195.3 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -977601.250000 Penalty: 877.533508
	Iteration 2F: 3 clusters Score -977601.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -978326.250000 Penalty: 877.533508
	Iteration 3F: 3 clusters Score -978326.2 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -979395.187500 Penalty: 877.533508
	Iteration 4F: 3 clusters Score -979395.2 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -980603.375000 Penalty: 877.533508
	Iteration 5F: 3 clusters Score -980603.4 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -981477.312500 Penalty: 877.533508
	Iteration 6F: 3 clusters Score -981477.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -981906.562500 Penalty: 877.533508
	Iteration 7Q: 3 clusters Score -981906.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -982161.812500 Penalty: 877.533508
	Iteration 8Q: 3 clusters Score -982161.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -982324.625000 Penalty: 877.533508
	Iteration 9Q: 3 clusters Score -982324.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -982437.500000 Penalty: 877.533508
	Iteration 10Q: 3 clusters Score -982437.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -982536.375000 Penalty: 877.533508
	Iteration 11Q: 3 clusters Score -982536.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -982646.562500 Penalty: 877.533508
	Iteration 12Q: 3 clusters Score -982646.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -982768.125000 Penalty: 877.533508
	Iteration 13Q: 3 clusters Score -982768.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -982872.312500 Penalty: 877.533508
	Iteration 14Q: 3 clusters Score -982872.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -982956.937500 Penalty: 877.533508
	Iteration 15Q: 3 clusters Score -982956.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -983037.500000 Penalty: 877.533508
	Iteration 16Q: 3 clusters Score -983037.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -983106.187500 Penalty: 877.533508
	Iteration 17Q: 3 clusters Score -983106.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -983155.750000 Penalty: 877.533508
	Iteration 18Q: 3 clusters Score -983155.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -983195.437500 Penalty: 877.533508
	Iteration 19Q: 3 clusters Score -983195.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -983218.250000 Penalty: 877.533508
	Iteration 20F: 3 clusters Score -983218.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -983235.875000 Penalty: 877.533508
	Iteration 21Q: 3 clusters Score -983235.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -983254.437500 Penalty: 877.533508
	Iteration 22Q: 3 clusters Score -983254.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -983265.937500 Penalty: 877.533508
	Iteration 23Q: 3 clusters Score -983265.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -983283.437500 Penalty: 877.533508
	Iteration 24Q: 3 clusters Score -983283.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -983288.000000 Penalty: 877.533508
	Iteration 25Q: 3 clusters Score -983288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -983293.875000 Penalty: 877.533508
	Iteration 26Q: 3 clusters Score -983293.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -983299.625000 Penalty: 877.533508
	Iteration 27Q: 3 clusters Score -983299.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -983304.312500 Penalty: 877.533508
	Iteration 28Q: 3 clusters Score -983304.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -983308.562500 Penalty: 877.533508
	Iteration 29Q: 3 clusters Score -983308.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -983314.375000 Penalty: 877.533508
	Iteration 30Q: 3 clusters Score -983314.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -983317.687500 Penalty: 877.533508
	Iteration 31Q: 3 clusters Score -983317.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -983320.312500 Penalty: 877.533508
	Iteration 32Q: 3 clusters Score -983320.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -983322.625000 Penalty: 877.533508
	Iteration 33Q: 3 clusters Score -983322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -983324.312500 Penalty: 877.533508
	Iteration 34Q: 3 clusters Score -983324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -983322.312500 Penalty: 877.533508
	Iteration 35Q: 3 clusters Score -983322.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -983323.687500 Penalty: 877.533508
	Iteration 36Q: 3 clusters Score -983323.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -983325.687500 Penalty: 877.533508
	Iteration 37Q: 3 clusters Score -983325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -983324.750000 Penalty: 877.533508
	Iteration 38Q: 3 clusters Score -983324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -983323.687500 Penalty: 877.533508
	Iteration 39Q: 3 clusters Score -983323.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -983323.687500 Penalty: 877.533508
	Iteration 40F: 3 clusters Score -983323.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -21704.738281 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -21704.74 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 324 members 
Entering Unmasked Estep 
Score: -21169.062500 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -21169.06 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21462.876953 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -21462.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21525.478516 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -21525.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21604.701172 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -21604.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21683.458984 Penalty: 584.515442
	Iteration 4F: 3 clusters Score -21683.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -21748.794922 Penalty: 584.515442
	Iteration 5F: 3 clusters Score -21748.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -21793.369141 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -21793.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21814.535156 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -21814.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21827.039062 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -21827.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21834.515625 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -21834.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21837.449219 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -21837.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21839.949219 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -21839.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21845.699219 Penalty: 584.515442
	Iteration 12Q: 3 clusters Score -21845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21849.666016 Penalty: 584.515442
	Iteration 13Q: 3 clusters Score -21849.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21852.150391 Penalty: 584.515442
	Iteration 14Q: 3 clusters Score -21852.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21852.150391 Penalty: 584.515442
	Iteration 15F: 3 clusters Score -21852.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 90 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 526 members 
Entering Unmasked Estep 
Score: -14141272.000000 Penalty: 61851.894531
Splitting cluster 55 changes total score from -14141396.000000 to -14141272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7969.542969 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7969.543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8016.438477 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8016.438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8037.409180 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -8037.409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8043.501465 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8043.501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8057.247559 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8057.248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8061.581543 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -8061.582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8061.581543 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -8061.582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9772.208984 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9772.209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9858.117188 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9858.117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9887.386719 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -9887.387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9890.926758 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -9890.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9890.926758 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -9890.927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -31532.662109 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -31532.66 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 248 members 
Entering Unmasked Estep 
Score: -31022.095703 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -31022.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31161.214844 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -31161.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31212.107422 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -31212.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31254.933594 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -31254.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31294.218750 Penalty: 567.865112
	Iteration 4F: 3 clusters Score -31294.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31316.152344 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -31316.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31334.085938 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -31334.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31351.486328 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -31351.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31369.492188 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -31369.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31376.941406 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -31376.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31378.867188 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -31378.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31381.341797 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -31381.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31384.138672 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -31384.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31388.601562 Penalty: 567.865112
	Iteration 13Q: 3 clusters Score -31388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31392.945312 Penalty: 567.865112
	Iteration 14Q: 3 clusters Score -31392.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31398.314453 Penalty: 567.865112
	Iteration 15Q: 3 clusters Score -31398.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31400.703125 Penalty: 567.865112
	Iteration 16Q: 3 clusters Score -31400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31400.826172 Penalty: 567.865112
	Iteration 17Q: 3 clusters Score -31400.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31400.826172 Penalty: 567.865112
	Iteration 18F: 3 clusters Score -31400.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16273.258789 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -16273.26 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 151 members 
Entering Unmasked Estep 
Score: -15908.061523 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -15908.06 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15992.506836 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -15992.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16008.261719 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -16008.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16024.769531 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -16024.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16034.663086 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -16034.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16040.806641 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -16040.81 nChanged 5
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: -16046.848633 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -16046.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16049.731445 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -16049.73 nChanged 4
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: -16051.627930 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -16051.63 nChanged 0
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: -16051.627930 Penalty: 522.904541
	Iteration 9F: 3 clusters Score -16051.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6824.855469 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6824.855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6900.009766 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6900.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6920.912109 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6920.912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6980.986328 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -6980.986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7151.010254 Penalty: 442.945648
	Iteration 4F: 3 clusters Score -7151.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -7215.259277 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -7215.259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -7240.320801 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -7240.321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -7253.890137 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -7253.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -7253.890137 Penalty: 442.945648
	Iteration 8F: 3 clusters Score -7253.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 104 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 26 members 
Entering Unmasked Estep 
Score: -14141267.000000 Penalty: 61851.894531
Splitting cluster 60 changes total score from -14141396.000000 to -14141267.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3141.651367 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3141.651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3178.967773 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3178.968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3194.002441 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3194.002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3194.002441 Penalty: 379.869263
	Iteration 3F: 3 clusters Score -3194.002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -45196.792969 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -45196.79 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 433 members 
Entering Unmasked Estep 
Score: -44477.097656 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -44477.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -44686.253906 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -44686.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44738.515625 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -44738.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44775.257812 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -44775.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44819.074219 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -44819.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44872.484375 Penalty: 615.092224
	Iteration 5F: 3 clusters Score -44872.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -44923.625000 Penalty: 615.092224
	Iteration 6F: 3 clusters Score -44923.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -44971.042969 Penalty: 615.092224
	Iteration 7F: 3 clusters Score -44971.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45014.683594 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -45014.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -45039.519531 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -45039.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -45058.929688 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -45058.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -45071.757812 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -45071.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -45088.722656 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -45088.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -45094.605469 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -45094.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -45098.417969 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -45098.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45098.781250 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -45098.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45098.781250 Penalty: 615.092224
	Iteration 16F: 3 clusters Score -45098.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -21956.347656 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -21956.35 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 163 members 
Entering Unmasked Estep 
Score: -21576.628906 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -21576.63 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21695.646484 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -21695.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21743.216797 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -21743.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21767.162109 Penalty: 525.766357
	Iteration 3F: 3 clusters Score -21767.16 nChanged 14
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: -21797.457031 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -21797.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21810.292969 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -21810.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21821.687500 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -21821.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21825.890625 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -21825.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21828.951172 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -21828.95 nChanged 3
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: -21835.996094 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -21836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21857.349609 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -21857.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21860.148438 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -21860.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21860.787109 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -21860.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21860.787109 Penalty: 525.766357
	Iteration 13F: 3 clusters Score -21860.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9737.250977 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9737.251 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 87 members 
Entering Unmasked Estep 
Score: -9476.743164 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9476.743 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9540.722656 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9540.723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9550.384766 Penalty: 471.542328
	Iteration 2Q: 3 clusters Score -9550.385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9554.194336 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9554.194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9555.674805 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9555.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9555.674805 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -9555.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -2527.717773 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -2527.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2311.408447 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -2311.408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2416.435791 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -2416.436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2472.320312 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -2472.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2510.106689 Penalty: 439.376556
	Iteration 3F: 3 clusters Score -2510.107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2545.537598 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -2545.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2551.386475 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -2551.386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2551.386475 Penalty: 439.376556
	Iteration 6F: 3 clusters Score -2551.386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 72 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 53 members 
Entering Unmasked Estep 
Score: -14141086.000000 Penalty: 61851.894531
Splitting cluster 65 changes total score from -14141396.000000 to -14141086.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -47794.363281 Penalty: 293.352417
	Iteration 0F: 2 clusters Score -47794.36 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 313 members 
Entering Unmasked Estep 
Score: -47211.691406 Penalty: 586.704834
	Iteration 0F: 3 clusters Score -47211.69 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47321.890625 Penalty: 586.704834
	Iteration 1F: 3 clusters Score -47321.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47357.820312 Penalty: 586.704834
	Iteration 2F: 3 clusters Score -47357.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47385.468750 Penalty: 586.704834
	Iteration 3Q: 3 clusters Score -47385.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47410.500000 Penalty: 586.704834
	Iteration 4Q: 3 clusters Score -47410.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47430.441406 Penalty: 586.704834
	Iteration 5Q: 3 clusters Score -47430.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47444.714844 Penalty: 586.704834
	Iteration 6Q: 3 clusters Score -47444.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47458.402344 Penalty: 586.704834
	Iteration 7Q: 3 clusters Score -47458.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47472.332031 Penalty: 586.704834
	Iteration 8Q: 3 clusters Score -47472.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47497.402344 Penalty: 586.704834
	Iteration 9Q: 3 clusters Score -47497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47515.109375 Penalty: 586.704834
	Iteration 10Q: 3 clusters Score -47515.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47535.070312 Penalty: 586.704834
	Iteration 11Q: 3 clusters Score -47535.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47549.671875 Penalty: 586.704834
	Iteration 12Q: 3 clusters Score -47549.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47559.570312 Penalty: 586.704834
	Iteration 13Q: 3 clusters Score -47559.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47570.328125 Penalty: 586.704834
	Iteration 14Q: 3 clusters Score -47570.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47579.902344 Penalty: 586.704834
	Iteration 15Q: 3 clusters Score -47579.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47586.996094 Penalty: 586.704834
	Iteration 16Q: 3 clusters Score -47587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47599.667969 Penalty: 586.704834
	Iteration 17Q: 3 clusters Score -47599.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47606.222656 Penalty: 586.704834
	Iteration 18Q: 3 clusters Score -47606.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47608.722656 Penalty: 586.704834
	Iteration 19Q: 3 clusters Score -47608.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47610.277344 Penalty: 586.704834
	Iteration 20F: 3 clusters Score -47610.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -143022.421875 Penalty: 341.349487
	Iteration 0F: 2 clusters Score -143022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -141703.093750 Penalty: 682.698975
	Iteration 0F: 3 clusters Score -141703.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -142226.078125 Penalty: 682.698975
	Iteration 1F: 3 clusters Score -142226.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -142327.359375 Penalty: 682.698975
	Iteration 2F: 3 clusters Score -142327.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142391.687500 Penalty: 682.698975
	Iteration 3F: 3 clusters Score -142391.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -142437.015625 Penalty: 682.698975
	Iteration 4Q: 3 clusters Score -142437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -142456.984375 Penalty: 682.698975
	Iteration 5Q: 3 clusters Score -142457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142470.109375 Penalty: 682.698975
	Iteration 6Q: 3 clusters Score -142470.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -142482.640625 Penalty: 682.698975
	Iteration 7Q: 3 clusters Score -142482.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142495.718750 Penalty: 682.698975
	Iteration 8Q: 3 clusters Score -142495.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -142508.796875 Penalty: 682.698975
	Iteration 9Q: 3 clusters Score -142508.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142523.625000 Penalty: 682.698975
	Iteration 10Q: 3 clusters Score -142523.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -142546.515625 Penalty: 682.698975
	Iteration 11Q: 3 clusters Score -142546.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -142564.812500 Penalty: 682.698975
	Iteration 12Q: 3 clusters Score -142564.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -142589.453125 Penalty: 682.698975
	Iteration 13Q: 3 clusters Score -142589.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -142603.281250 Penalty: 682.698975
	Iteration 14Q: 3 clusters Score -142603.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -142618.250000 Penalty: 682.698975
	Iteration 15Q: 3 clusters Score -142618.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -142637.718750 Penalty: 682.698975
	Iteration 16Q: 3 clusters Score -142637.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -142654.890625 Penalty: 682.698975
	Iteration 17Q: 3 clusters Score -142654.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -142675.500000 Penalty: 682.698975
	Iteration 18Q: 3 clusters Score -142675.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -142694.796875 Penalty: 682.698975
	Iteration 19Q: 3 clusters Score -142694.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -142714.781250 Penalty: 682.698975
	Iteration 20F: 3 clusters Score -142714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -142721.984375 Penalty: 682.698975
	Iteration 21Q: 3 clusters Score -142722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -142727.875000 Penalty: 682.698975
	Iteration 22Q: 3 clusters Score -142727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -142730.937500 Penalty: 682.698975
	Iteration 23Q: 3 clusters Score -142730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -142741.109375 Penalty: 682.698975
	Iteration 24Q: 3 clusters Score -142741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -142752.296875 Penalty: 682.698975
	Iteration 25Q: 3 clusters Score -142752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -142754.859375 Penalty: 682.698975
	Iteration 26Q: 3 clusters Score -142754.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -142756.921875 Penalty: 682.698975
	Iteration 27Q: 3 clusters Score -142756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -142756.921875 Penalty: 682.698975
	Iteration 28F: 3 clusters Score -142756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15654.398438 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15654.4 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 153 members 
Entering Unmasked Estep 
Score: -15306.567383 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15306.57 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15403.763672 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15403.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15436.566406 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -15436.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15450.833984 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -15450.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15465.795898 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15477.346680 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -15477.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15490.016602 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -15490.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15496.222656 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -15496.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15503.550781 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -15503.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15521.556641 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -15521.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15559.198242 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -15559.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15608.596680 Penalty: 521.143127
	Iteration 11F: 3 clusters Score -15608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15621.582031 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -15621.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15624.078125 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -15624.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15624.078125 Penalty: 521.143127
	Iteration 14F: 3 clusters Score -15624.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 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 331 members 
Entering Unmasked Estep 
Score: -36453.667969 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36453.67 nChanged 260
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: -36631.777344 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36631.78 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36682.410156 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36682.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36713.445312 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -36713.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36753.687500 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -36753.69 nChanged 34
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: -36793.359375 Penalty: 591.343628
	Iteration 5F: 3 clusters Score -36793.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36807.203125 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36807.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36822.070312 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36822.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36832.613281 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36832.61 nChanged 12
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: -36838.433594 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36838.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36839.886719 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36839.89 nChanged 5
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: -36841.996094 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36845.781250 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36845.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36848.343750 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36848.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36849.593750 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36849.59 nChanged 2
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: -36850.566406 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -36850.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36851.812500 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -36851.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36852.820312 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -36852.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36854.925781 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -36854.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36855.664062 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -36855.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36855.812500 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -36855.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36855.964844 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -36855.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36855.964844 Penalty: 591.343628
	Iteration 22F: 3 clusters Score -36855.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -29879.597656 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -29879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29413.359375 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -29413.36 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29555.759766 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -29555.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29590.394531 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -29590.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29601.621094 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -29601.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29610.404297 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -29610.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29618.322266 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -29618.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29626.210938 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -29626.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29636.542969 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -29636.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29642.718750 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -29642.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29647.523438 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -29647.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29652.001953 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -29652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29655.265625 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -29655.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29657.628906 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -29657.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29660.462891 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -29660.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29660.958984 Penalty: 560.477661
	Iteration 14Q: 3 clusters Score -29660.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29663.333984 Penalty: 560.477661
	Iteration 15Q: 3 clusters Score -29663.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29664.144531 Penalty: 560.477661
	Iteration 16Q: 3 clusters Score -29664.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29665.080078 Penalty: 560.477661
	Iteration 17Q: 3 clusters Score -29665.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29665.080078 Penalty: 560.477661
	Iteration 18F: 3 clusters Score -29665.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7743.944336 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7743.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7499.516113 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7499.516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7569.839355 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7569.839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7589.832520 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -7589.833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7599.027832 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7599.028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7605.069336 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7605.069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7605.069336 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -7605.069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -6511.373535 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -6511.374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6300.428223 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -6300.428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6337.475098 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -6337.475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6355.187500 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -6355.188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1195.668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -1145.228027 Penalty: 303.230621
	Iteration 0F: 3 clusters Score -1145.228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (93694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Entering Unmasked Estep 
Score: -5857473.500000 Penalty: 520.874390
	Iteration 0F: 2 clusters Score -5857474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -5795447.500000 Penalty: 1041.748779
	Iteration 0F: 3 clusters Score -5795448 nChanged 45766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -5823973.000000 Penalty: 1041.748779
	Iteration 1F: 3 clusters Score -5823973 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -5826788.500000 Penalty: 1041.748779
	Iteration 2F: 3 clusters Score -5826788 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -5830842.000000 Penalty: 1041.748779
	Iteration 3F: 3 clusters Score -5830842 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -5835957.000000 Penalty: 1041.748779
	Iteration 4F: 3 clusters Score -5835957 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -5841516.000000 Penalty: 1041.748779
	Iteration 5F: 3 clusters Score -5841516 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -5846867.500000 Penalty: 1041.748779
	Iteration 6F: 3 clusters Score -5846868 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -5850909.000000 Penalty: 1041.748779
	Iteration 7Q: 3 clusters Score -5850909 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -5853381.000000 Penalty: 1041.748779
	Iteration 8Q: 3 clusters Score -5853381 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88779 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -5854746.500000 Penalty: 1041.748779
	Iteration 9Q: 3 clusters Score -5854746 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5855519.500000 Penalty: 1041.748779
	Iteration 10Q: 3 clusters Score -5855520 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5856002.500000 Penalty: 1041.748779
	Iteration 11Q: 3 clusters Score -5856002 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5856406.500000 Penalty: 1041.748779
	Iteration 12Q: 3 clusters Score -5856406 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5856608.500000 Penalty: 1041.748779
	Iteration 13Q: 3 clusters Score -5856608 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5856766.000000 Penalty: 1041.748779
	Iteration 14Q: 3 clusters Score -5856766 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5856859.000000 Penalty: 1041.748779
	Iteration 15Q: 3 clusters Score -5856859 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5856920.000000 Penalty: 1041.748779
	Iteration 16Q: 3 clusters Score -5856920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5856931.500000 Penalty: 1041.748779
	Iteration 17Q: 3 clusters Score -5856932 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5856994.000000 Penalty: 1041.748779
	Iteration 18Q: 3 clusters Score -5856994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5857017.000000 Penalty: 1041.748779
	Iteration 19Q: 3 clusters Score -5857017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5857056.500000 Penalty: 1041.748779
	Iteration 20F: 3 clusters Score -5857056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5857084.000000 Penalty: 1041.748779
	Iteration 21Q: 3 clusters Score -5857084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5857103.500000 Penalty: 1041.748779
	Iteration 22Q: 3 clusters Score -5857104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5857113.500000 Penalty: 1041.748779
	Iteration 23Q: 3 clusters Score -5857114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5857131.000000 Penalty: 1041.748779
	Iteration 24Q: 3 clusters Score -5857131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5857133.000000 Penalty: 1041.748779
	Iteration 25Q: 3 clusters Score -5857133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5857137.500000 Penalty: 1041.748779
	Iteration 26Q: 3 clusters Score -5857138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5857146.500000 Penalty: 1041.748779
	Iteration 27Q: 3 clusters Score -5857146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93301 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5857139.000000 Penalty: 1041.748779
	Iteration 28Q: 3 clusters Score -5857139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5857138.000000 Penalty: 1041.748779
	Iteration 29Q: 3 clusters Score -5857138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5857141.500000 Penalty: 1041.748779
	Iteration 30Q: 3 clusters Score -5857142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5857143.500000 Penalty: 1041.748779
	Iteration 31Q: 3 clusters Score -5857144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5857148.500000 Penalty: 1041.748779
	Iteration 32Q: 3 clusters Score -5857148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5857150.000000 Penalty: 1041.748779
	Iteration 33Q: 3 clusters Score -5857150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5857147.500000 Penalty: 1041.748779
	Iteration 34Q: 3 clusters Score -5857148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5857147.000000 Penalty: 1041.748779
	Iteration 35Q: 3 clusters Score -5857147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5857145.500000 Penalty: 1041.748779
	Iteration 36Q: 3 clusters Score -5857146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5857147.000000 Penalty: 1041.748779
	Iteration 37Q: 3 clusters Score -5857147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5857148.500000 Penalty: 1041.748779
	Iteration 38Q: 3 clusters Score -5857148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5857146.000000 Penalty: 1041.748779
	Iteration 39Q: 3 clusters Score -5857146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5857148.000000 Penalty: 1041.748779
	Iteration 40F: 3 clusters Score -5857148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5857145.000000 Penalty: 1041.748779
	Iteration 41Q: 3 clusters Score -5857145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5857144.000000 Penalty: 1041.748779
	Iteration 42Q: 3 clusters Score -5857144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5857144.000000 Penalty: 1041.748779
	Iteration 43F: 3 clusters Score -5857144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -52696.515625 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -52696.52 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 421 members 
Entering Unmasked Estep 
Score: -51953.140625 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -51953.14 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52163.425781 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -52163.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52204.101562 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -52204.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52223.929688 Penalty: 617.591248
	Iteration 3Q: 3 clusters Score -52223.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52238.972656 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -52238.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52248.671875 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -52248.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52252.097656 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -52252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52256.539062 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -52256.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52258.515625 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -52258.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52260.867188 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -52260.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52262.542969 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -52262.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52265.640625 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -52265.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52269.386719 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -52269.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52271.718750 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -52271.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52274.339844 Penalty: 617.591248
	Iteration 14Q: 3 clusters Score -52274.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -52278.234375 Penalty: 617.591248
	Iteration 15Q: 3 clusters Score -52278.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52279.230469 Penalty: 617.591248
	Iteration 16Q: 3 clusters Score -52279.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52279.703125 Penalty: 617.591248
	Iteration 17Q: 3 clusters Score -52279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52280.230469 Penalty: 617.591248
	Iteration 18Q: 3 clusters Score -52280.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52280.617188 Penalty: 617.591248
	Iteration 19Q: 3 clusters Score -52280.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52281.230469 Penalty: 617.591248
	Iteration 20F: 3 clusters Score -52281.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52281.832031 Penalty: 617.591248
	Iteration 21Q: 3 clusters Score -52281.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52282.851562 Penalty: 617.591248
	Iteration 22Q: 3 clusters Score -52282.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52283.007812 Penalty: 617.591248
	Iteration 23Q: 3 clusters Score -52283.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52283.953125 Penalty: 617.591248
	Iteration 24Q: 3 clusters Score -52283.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52285.515625 Penalty: 617.591248
	Iteration 25Q: 3 clusters Score -52285.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52288.425781 Penalty: 617.591248
	Iteration 26Q: 3 clusters Score -52288.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52294.035156 Penalty: 617.591248
	Iteration 27Q: 3 clusters Score -52294.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52298.308594 Penalty: 617.591248
	Iteration 28Q: 3 clusters Score -52298.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52301.925781 Penalty: 617.591248
	Iteration 29Q: 3 clusters Score -52301.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52304.714844 Penalty: 617.591248
	Iteration 30Q: 3 clusters Score -52304.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52308.921875 Penalty: 617.591248
	Iteration 31Q: 3 clusters Score -52308.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52310.910156 Penalty: 617.591248
	Iteration 32Q: 3 clusters Score -52310.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52313.375000 Penalty: 617.591248
	Iteration 33Q: 3 clusters Score -52313.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -52320.625000 Penalty: 617.591248
	Iteration 34Q: 3 clusters Score -52320.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52325.265625 Penalty: 617.591248
	Iteration 35Q: 3 clusters Score -52325.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52330.820312 Penalty: 617.591248
	Iteration 36Q: 3 clusters Score -52330.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52341.207031 Penalty: 617.591248
	Iteration 37Q: 3 clusters Score -52341.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52349.464844 Penalty: 617.591248
	Iteration 38Q: 3 clusters Score -52349.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52357.984375 Penalty: 617.591248
	Iteration 39Q: 3 clusters Score -52357.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52362.949219 Penalty: 617.591248
	Iteration 40F: 3 clusters Score -52362.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52367.109375 Penalty: 617.591248
	Iteration 41Q: 3 clusters Score -52367.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52367.664062 Penalty: 617.591248
	Iteration 42Q: 3 clusters Score -52367.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -52368.878906 Penalty: 617.591248
	Iteration 43Q: 3 clusters Score -52368.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -52371.445312 Penalty: 617.591248
	Iteration 44Q: 3 clusters Score -52371.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -52373.460938 Penalty: 617.591248
	Iteration 45Q: 3 clusters Score -52373.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -52375.300781 Penalty: 617.591248
	Iteration 46Q: 3 clusters Score -52375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -52378.832031 Penalty: 617.591248
	Iteration 47Q: 3 clusters Score -52378.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52381.125000 Penalty: 617.591248
	Iteration 48Q: 3 clusters Score -52381.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52381.562500 Penalty: 617.591248
	Iteration 49Q: 3 clusters Score -52381.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52384.097656 Penalty: 617.591248
	Iteration 50Q: 3 clusters Score -52384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52387.031250 Penalty: 617.591248
	Iteration 51Q: 3 clusters Score -52387.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -52389.859375 Penalty: 617.591248
	Iteration 52Q: 3 clusters Score -52389.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -52393.113281 Penalty: 617.591248
	Iteration 53Q: 3 clusters Score -52393.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52394.468750 Penalty: 617.591248
	Iteration 54Q: 3 clusters Score -52394.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52395.015625 Penalty: 617.591248
	Iteration 55Q: 3 clusters Score -52395.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52395.117188 Penalty: 617.591248
	Iteration 56Q: 3 clusters Score -52395.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -52395.644531 Penalty: 617.591248
	Iteration 57Q: 3 clusters Score -52395.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -52395.976562 Penalty: 617.591248
	Iteration 58Q: 3 clusters Score -52395.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -52395.976562 Penalty: 617.591248
	Iteration 59F: 3 clusters Score -52395.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13095.097656 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -13095.1 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 83 members 
Entering Unmasked Estep 
Score: -12813.369141 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12813.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12876.757812 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12876.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12893.585938 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -12893.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12909.234375 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12909.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12912.670898 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12912.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12913.497070 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -12913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12913.497070 Penalty: 476.998962
	Iteration 6F: 3 clusters Score -12913.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 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 128 members 
Entering Unmasked Estep 
Score: -14930.544922 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14930.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15026.693359 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15026.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15060.781250 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15060.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15080.374023 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -15080.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15101.068359 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15101.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15109.139648 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15109.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15122.712891 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15122.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15132.754883 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -15132.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15133.674805 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -15133.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15133.674805 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -15133.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3445.513184 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3445.513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3467.508301 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -3467.508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3585.004639 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3585.005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3622.962646 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3622.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3626.786133 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3626.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3626.786133 Penalty: 390.431824
	Iteration 3F: 3 clusters Score -3626.786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -36541.335938 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -36541.34 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 272 members 
Entering Unmasked Estep 
Score: -36012.601562 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -36012.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36187.683594 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -36187.68 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36239.406250 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -36239.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36273.093750 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -36273.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36292.210938 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -36292.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36307.472656 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -36307.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36320.742188 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -36320.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36331.277344 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -36331.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36337.050781 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -36337.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36342.382812 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -36342.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36349.093750 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -36349.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36354.031250 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -36354.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36356.468750 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -36356.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36359.828125 Penalty: 573.538330
	Iteration 13Q: 3 clusters Score -36359.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36360.445312 Penalty: 573.538330
	Iteration 14Q: 3 clusters Score -36360.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36360.445312 Penalty: 573.538330
	Iteration 15F: 3 clusters Score -36360.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9601.387695 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9601.388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9681.818359 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9681.818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9706.760742 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9706.761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9725.594727 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9725.595 nChanged 4
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: -9751.483398 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9751.483 nChanged 2
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: -9755.354492 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9755.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9758.674805 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9758.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9768.905273 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -9768.905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9775.681641 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -9775.682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9787.478516 Penalty: 479.842987
	Iteration 9Q: 3 clusters Score -9787.479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9797.899414 Penalty: 479.842987
	Iteration 10Q: 3 clusters Score -9797.899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9806.155273 Penalty: 479.842987
	Iteration 11Q: 3 clusters Score -9806.155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9807.636719 Penalty: 479.842987
	Iteration 12Q: 3 clusters Score -9807.637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9809.496094 Penalty: 479.842987
	Iteration 13Q: 3 clusters Score -9809.496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9811.194336 Penalty: 479.842987
	Iteration 14F: 3 clusters Score -9811.194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9820.210938 Penalty: 479.842987
	Iteration 15Q: 3 clusters Score -9820.211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9823.374023 Penalty: 479.842987
	Iteration 16Q: 3 clusters Score -9823.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9823.374023 Penalty: 479.842987
	Iteration 17F: 3 clusters Score -9823.374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3110.018311 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3110.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2905.461182 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -2905.461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2982.904785 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -2982.905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3033.508057 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -3033.508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3064.890137 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -3064.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3064.890137 Penalty: 419.975952
	Iteration 4F: 3 clusters Score -3064.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -13882.575195 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -13882.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13611.825195 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -13611.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13675.866211 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -13675.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13686.391602 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -13686.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13699.317383 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -13699.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13708.791992 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -13708.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13712.623047 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -13712.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13713.858398 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -13713.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13713.858398 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -13713.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -98408.812500 Penalty: 337.935059
	Iteration 0F: 2 clusters Score -98408.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -97161.500000 Penalty: 675.870117
	Iteration 0F: 3 clusters Score -97161.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -97554.039062 Penalty: 675.870117
	Iteration 1F: 3 clusters Score -97554.04 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -97608.804688 Penalty: 675.870117
	Iteration 2F: 3 clusters Score -97608.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -97668.210938 Penalty: 675.870117
	Iteration 3Q: 3 clusters Score -97668.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -97716.328125 Penalty: 675.870117
	Iteration 4Q: 3 clusters Score -97716.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -97771.250000 Penalty: 675.870117
	Iteration 5Q: 3 clusters Score -97771.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -97836.320312 Penalty: 675.870117
	Iteration 6Q: 3 clusters Score -97836.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -97892.695312 Penalty: 675.870117
	Iteration 7Q: 3 clusters Score -97892.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -97937.054688 Penalty: 675.870117
	Iteration 8Q: 3 clusters Score -97937.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -97958.585938 Penalty: 675.870117
	Iteration 9Q: 3 clusters Score -97958.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -97982.210938 Penalty: 675.870117
	Iteration 10Q: 3 clusters Score -97982.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -98006.867188 Penalty: 675.870117
	Iteration 11Q: 3 clusters Score -98006.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -98033.296875 Penalty: 675.870117
	Iteration 12Q: 3 clusters Score -98033.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -98057.601562 Penalty: 675.870117
	Iteration 13Q: 3 clusters Score -98057.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -98076.351562 Penalty: 675.870117
	Iteration 14Q: 3 clusters Score -98076.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -98088.367188 Penalty: 675.870117
	Iteration 15Q: 3 clusters Score -98088.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -98106.734375 Penalty: 675.870117
	Iteration 16Q: 3 clusters Score -98106.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -98121.968750 Penalty: 675.870117
	Iteration 17Q: 3 clusters Score -98121.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -98128.726562 Penalty: 675.870117
	Iteration 18Q: 3 clusters Score -98128.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -98132.656250 Penalty: 675.870117
	Iteration 19Q: 3 clusters Score -98132.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -98136.000000 Penalty: 675.870117
	Iteration 20F: 3 clusters Score -98136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -98140.039062 Penalty: 675.870117
	Iteration 21Q: 3 clusters Score -98140.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -98143.968750 Penalty: 675.870117
	Iteration 22Q: 3 clusters Score -98143.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -98151.273438 Penalty: 675.870117
	Iteration 23Q: 3 clusters Score -98151.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -98158.500000 Penalty: 675.870117
	Iteration 24Q: 3 clusters Score -98158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -98166.656250 Penalty: 675.870117
	Iteration 25Q: 3 clusters Score -98166.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -98174.585938 Penalty: 675.870117
	Iteration 26Q: 3 clusters Score -98174.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -98179.445312 Penalty: 675.870117
	Iteration 27Q: 3 clusters Score -98179.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -98184.617188 Penalty: 675.870117
	Iteration 28Q: 3 clusters Score -98184.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -98186.921875 Penalty: 675.870117
	Iteration 29Q: 3 clusters Score -98186.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -98188.851562 Penalty: 675.870117
	Iteration 30Q: 3 clusters Score -98188.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -98189.851562 Penalty: 675.870117
	Iteration 31Q: 3 clusters Score -98189.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -98190.460938 Penalty: 675.870117
	Iteration 32Q: 3 clusters Score -98190.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -98190.796875 Penalty: 675.870117
	Iteration 33Q: 3 clusters Score -98190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -98191.062500 Penalty: 675.870117
	Iteration 34Q: 3 clusters Score -98191.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -98191.984375 Penalty: 675.870117
	Iteration 35Q: 3 clusters Score -98191.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -98191.984375 Penalty: 675.870117
	Iteration 36F: 3 clusters Score -98191.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (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: -31463.062500 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -31463.06 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 270 members 
Entering Unmasked Estep 
Score: -30939.630859 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -30939.63 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31087.414062 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -31087.41 nChanged 56
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: -31140.826172 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -31140.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31167.808594 Penalty: 572.532776
	Iteration 3F: 3 clusters Score -31167.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31182.902344 Penalty: 572.532776
	Iteration 4Q: 3 clusters Score -31182.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31192.525391 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -31192.53 nChanged 13
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: -31202.929688 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -31202.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31217.986328 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -31217.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31228.328125 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -31228.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31234.626953 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -31234.63 nChanged 9
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: -31239.400391 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -31239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31240.908203 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -31240.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31244.285156 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -31244.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31245.380859 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -31245.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31246.287109 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -31246.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31246.287109 Penalty: 572.532776
	Iteration 15F: 3 clusters Score -31246.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4696.226562 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4696.227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4494.816406 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4494.816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4535.763184 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4535.763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4551.503906 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4551.504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4554.918945 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4554.919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4562.442871 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -4562.443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4571.884766 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -4571.885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4571.884766 Penalty: 421.760345
	Iteration 6F: 3 clusters Score -4571.885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7941.916992 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7941.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7700.694824 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7700.695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7749.904297 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7749.904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7767.755859 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7767.756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7778.005859 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7778.006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7782.305176 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7782.305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7785.088867 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7785.089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7793.832031 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7793.832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7803.413086 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7803.413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7803.413086 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -7803.413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 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 235 members 
Entering Unmasked Estep 
Score: -29382.626953 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29382.63 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29539.570312 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29539.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29564.750000 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29564.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29584.593750 Penalty: 562.945007
	Iteration 3Q: 3 clusters Score -29584.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29603.642578 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29603.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29625.568359 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29625.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29650.785156 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29650.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29664.796875 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29675.828125 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29675.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29688.417969 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29688.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29696.998047 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29700.707031 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29700.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29704.617188 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29704.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29705.181641 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29705.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29705.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 562.945007
	Iteration 15F: 3 clusters Score -29705.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5006.084473 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5006.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4785.716309 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4785.716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4833.503418 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4833.503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4853.409668 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4853.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4872.189453 Penalty: 431.788818
	Iteration 3F: 3 clusters Score -4872.189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4900.010254 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -4900.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4910.823242 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -4910.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4915.515625 Penalty: 431.788818
	Iteration 6Q: 3 clusters Score -4915.516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4915.515625 Penalty: 431.788818
	Iteration 7F: 3 clusters Score -4915.516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12450.591797 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12450.59 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 107 members 
Entering Unmasked Estep 
Score: -12171.856445 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12171.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12240.798828 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12251.223633 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12251.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12254.227539 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12254.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12257.517578 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12257.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12261.114258 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12261.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12261.114258 Penalty: 481.232300
	Iteration 6F: 3 clusters Score -12261.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4636.081543 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4636.082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4683.667480 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4683.667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4697.932617 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -4697.933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -12696.227539 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -12696.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12387.875977 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -12387.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12496.914062 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -12496.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12559.485352 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -12559.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12594.914062 Penalty: 489.989075
	Iteration 3F: 3 clusters Score -12594.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12620.442383 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -12620.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12628.028320 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -12628.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12631.207031 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -12631.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12633.353516 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -12633.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12635.679688 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -12635.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12635.679688 Penalty: 489.989075
	Iteration 9F: 3 clusters Score -12635.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2028.670776 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2028.671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2047.921387 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2047.921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2051.337158 Penalty: 357.796143
	Iteration 2Q: 3 clusters Score -2051.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2051.337158 Penalty: 357.796143
	Iteration 3F: 3 clusters Score -2051.337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2838.082031 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2838.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2693.281006 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2693.281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2710.684326 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2710.684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2714.688721 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2714.689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2714.688721 Penalty: 367.917664
	Iteration 3F: 3 clusters Score -2714.689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4555.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4531.736816 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4531.737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -4596.982422 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4596.982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -4633.626465 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -4633.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 61 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 16 members 
Entering Unmasked Estep 
Score: -14141124.000000 Penalty: 61851.894531
Splitting cluster 95 changes total score from -14141396.000000 to -14141124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -43930.585938 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -43930.59 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 332 members 
Entering Unmasked Estep 
Score: -43356.746094 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -43356.75 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43524.742188 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -43524.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43563.011719 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -43563.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43592.300781 Penalty: 586.126160
	Iteration 3Q: 3 clusters Score -43592.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -43631.027344 Penalty: 586.126160
	Iteration 4F: 3 clusters Score -43631.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -43679.269531 Penalty: 586.126160
	Iteration 5F: 3 clusters Score -43679.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43703.351562 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -43703.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43725.968750 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -43725.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43738.312500 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -43738.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43742.371094 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -43742.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43748.453125 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -43748.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -43760.621094 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -43760.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43765.992188 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -43765.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43773.042969 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -43773.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43776.605469 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -43776.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -43781.167969 Penalty: 586.126160
	Iteration 15Q: 3 clusters Score -43781.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43784.070312 Penalty: 586.126160
	Iteration 16Q: 3 clusters Score -43784.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -43785.265625 Penalty: 586.126160
	Iteration 17Q: 3 clusters Score -43785.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -43786.699219 Penalty: 586.126160
	Iteration 18Q: 3 clusters Score -43786.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -43786.699219 Penalty: 586.126160
	Iteration 19F: 3 clusters Score -43786.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -18900.324219 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -18900.32 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 144 members 
Entering Unmasked Estep 
Score: -18548.496094 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -18548.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18643.246094 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -18643.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18679.410156 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -18679.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18694.789062 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -18694.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18707.433594 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -18707.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18716.068359 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -18716.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18723.154297 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -18723.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18731.728516 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -18731.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18745.193359 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -18745.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18753.738281 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -18753.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18758.667969 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -18758.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18761.755859 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -18761.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18763.529297 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -18763.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18764.253906 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -18764.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18764.783203 Penalty: 515.644836
	Iteration 14Q: 3 clusters Score -18764.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18766.951172 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -18766.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18771.435547 Penalty: 515.644836
	Iteration 16Q: 3 clusters Score -18771.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18772.517578 Penalty: 515.644836
	Iteration 17Q: 3 clusters Score -18772.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18773.470703 Penalty: 515.644836
	Iteration 18Q: 3 clusters Score -18773.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18773.705078 Penalty: 515.644836
	Iteration 19Q: 3 clusters Score -18773.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18773.705078 Penalty: 515.644836
	Iteration 20F: 3 clusters Score -18773.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -36826.085938 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -36826.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36213.128906 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -36213.13 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36376.718750 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -36376.72 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36417.703125 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -36417.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36441.226562 Penalty: 593.376526
	Iteration 3Q: 3 clusters Score -36441.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -36460.925781 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -36460.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -36472.000000 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -36472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36480.804688 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -36480.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -36495.132812 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -36495.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36510.519531 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -36510.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36527.011719 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -36527.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -36543.738281 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -36543.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36557.511719 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -36557.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36565.726562 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -36565.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -36571.253906 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -36571.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -36575.363281 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -36575.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -36582.367188 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -36582.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -36586.019531 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -36586.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -36587.507812 Penalty: 593.376526
	Iteration 17Q: 3 clusters Score -36587.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -36588.003906 Penalty: 593.376526
	Iteration 18Q: 3 clusters Score -36588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -36588.496094 Penalty: 593.376526
	Iteration 19Q: 3 clusters Score -36588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -36588.769531 Penalty: 593.376526
	Iteration 20F: 3 clusters Score -36588.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16359.603516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15978.014648 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -15978.01 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16083.310547 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16083.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16119.087891 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16119.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16135.513672 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -16135.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16144.920898 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16144.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16152.671875 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16152.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16154.584961 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16154.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16156.090820 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16156.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16159.375977 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16159.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16159.375977 Penalty: 520.249512
	Iteration 9F: 3 clusters Score -16159.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13478.219727 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13478.22 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 142 members 
Entering Unmasked Estep 
Score: -13170.076172 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13170.08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13274.386719 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13274.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13314.385742 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13314.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13357.660156 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -13357.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13401.882812 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -13401.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13418.805664 Penalty: 512.765869
	Iteration 5F: 3 clusters Score -13418.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13426.633789 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13426.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13446.940430 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13446.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13489.731445 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13489.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13518.202148 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13518.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13554.981445 Penalty: 512.765869
	Iteration 10F: 3 clusters Score -13554.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13630.741211 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -13630.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13665.640625 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -13665.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13675.023438 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -13675.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13675.781250 Penalty: 512.765869
	Iteration 14Q: 3 clusters Score -13675.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13675.781250 Penalty: 512.765869
	Iteration 15F: 3 clusters Score -13675.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 146 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 134 members 
Entering Unmasked Estep 
Score: -14141295.000000 Penalty: 61851.894531
Splitting cluster 100 changes total score from -14141396.000000 to -14141295.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 101 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16909.335938 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -16909.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16574.935547 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -16574.94 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16654.957031 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -16654.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16671.201172 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -16671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16683.980469 Penalty: 508.098145
	Iteration 3Q: 3 clusters Score -16683.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16694.767578 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -16694.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16702.810547 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -16702.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16715.601562 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -16715.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16721.900391 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -16721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16727.173828 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -16727.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16730.171875 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -16730.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16730.458984 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -16730.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16730.458984 Penalty: 508.098145
	Iteration 11F: 3 clusters Score -16730.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4579.464844 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4579.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4393.458984 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4393.459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4432.799316 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4432.799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4436.173340 Penalty: 416.298676
	Iteration 2Q: 3 clusters Score -4436.173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4439.249023 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -4439.249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4444.164062 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4444.164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4451.210938 Penalty: 416.298676
	Iteration 5Q: 3 clusters Score -4451.211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4455.237305 Penalty: 416.298676
	Iteration 6Q: 3 clusters Score -4455.237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4463.958984 Penalty: 416.298676
	Iteration 7Q: 3 clusters Score -4463.959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4463.958984 Penalty: 416.298676
	Iteration 8F: 3 clusters Score -4463.959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -49249.890625 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -49249.89 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 352 members 
Entering Unmasked Estep 
Score: -48685.730469 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -48685.73 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48888.753906 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -48888.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48928.085938 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -48928.09 nChanged 27
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: -48953.898438 Penalty: 591.343628
	Iteration 3Q: 3 clusters Score -48953.9 nChanged 29
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: -48984.089844 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -48984.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -49004.808594 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -49004.81 nChanged 21
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: -49030.707031 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -49030.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49060.718750 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -49060.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49080.949219 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -49080.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49096.164062 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -49096.16 nChanged 8
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: -49103.429688 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -49103.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -49106.140625 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -49106.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -49108.308594 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -49108.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -49109.785156 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -49109.79 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: -49110.320312 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -49110.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -49110.843750 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -49110.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -49110.843750 Penalty: 591.343628
	Iteration 16F: 3 clusters Score -49110.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12001.575195 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12001.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11725.212891 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11725.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11851.193359 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11851.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11912.109375 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11912.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11938.458008 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -11938.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11965.781250 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -11965.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11999.873047 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -11999.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12019.814453 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -12019.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12026.416992 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -12026.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12032.821289 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -12032.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12040.071289 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -12040.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12045.032227 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -12045.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12047.000977 Penalty: 502.816223
	Iteration 11Q: 3 clusters Score -12047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12048.748047 Penalty: 502.816223
	Iteration 12Q: 3 clusters Score -12048.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12050.183594 Penalty: 502.816223
	Iteration 13Q: 3 clusters Score -12050.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12051.471680 Penalty: 502.816223
	Iteration 14Q: 3 clusters Score -12051.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12051.471680 Penalty: 502.816223
	Iteration 15F: 3 clusters Score -12051.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 78 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 173 members 
Entering Unmasked Estep 
Score: -14141137.000000 Penalty: 61851.894531
Splitting cluster 104 changes total score from -14141396.000000 to -14141137.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 105 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6005.026367 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6005.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5762.832031 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5762.832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5816.298828 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5816.299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5846.515625 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -5846.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5847.176270 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5847.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5847.176270 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -5847.176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -23227.230469 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -23227.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22825.968750 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -22825.97 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22976.703125 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -22976.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23018.160156 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -23018.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23051.294922 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -23051.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23118.947266 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -23118.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23194.802734 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -23194.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23250.927734 Penalty: 544.538208
	Iteration 6F: 3 clusters Score -23250.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23281.017578 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -23281.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23303.230469 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -23303.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23318.392578 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -23318.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23327.476562 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -23327.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23331.650391 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -23331.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23334.068359 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -23334.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23339.322266 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -23339.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23342.511719 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -23342.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23342.511719 Penalty: 544.538208
	Iteration 15F: 3 clusters Score -23342.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 174 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 545 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 223 members 
Entering Unmasked Estep 
Score: -14141231.000000 Penalty: 61851.894531
Splitting cluster 106 changes total score from -14141396.000000 to -14141231.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 107 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -4643.028320 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -4643.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4458.118164 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4458.118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4549.102051 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4549.102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4585.032227 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -4585.032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4590.015625 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -4590.016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4593.037598 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -4593.038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4594.750977 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -4594.751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4597.400391 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -4597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4601.227539 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -4601.228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4601.739746 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -4601.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4601.739746 Penalty: 444.334991
	Iteration 9F: 3 clusters Score -4601.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 108 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -40397.792969 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -40397.79 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 275 members 
Entering Unmasked Estep 
Score: -39872.339844 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -39872.34 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39987.628906 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -39987.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40032.277344 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -40032.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40087.433594 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -40087.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40144.492188 Penalty: 573.371521
	Iteration 4F: 3 clusters Score -40144.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40225.453125 Penalty: 573.371521
	Iteration 5F: 3 clusters Score -40225.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40325.800781 Penalty: 573.371521
	Iteration 6F: 3 clusters Score -40325.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40485.433594 Penalty: 573.371521
	Iteration 7F: 3 clusters Score -40485.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40506.476562 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -40506.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40522.859375 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -40522.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40541.812500 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -40541.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40558.390625 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -40558.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40575.550781 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -40575.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40586.296875 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -40586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40606.867188 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -40606.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40634.109375 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -40634.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40686.707031 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -40686.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40709.371094 Penalty: 573.371521
	Iteration 17Q: 3 clusters Score -40709.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40718.312500 Penalty: 573.371521
	Iteration 18Q: 3 clusters Score -40718.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40718.312500 Penalty: 573.371521
	Iteration 19F: 3 clusters Score -40718.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 404 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 141 members 
Entering Unmasked Estep 
Score: -14141462.000000 Penalty: 61851.894531
Splitting cluster 108 changes total score from -14141396.000000 to -14141462.000000
So it's getting split into cluster 110.
Entering ConstructFrom: 
Trying to split cluster 109 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5971.211914 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5971.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5756.489746 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5756.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5812.948730 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5812.949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5825.168457 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5825.168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5829.990234 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5829.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5829.990234 Penalty: 429.383392
	Iteration 4F: 3 clusters Score -5829.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39668 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 631 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93694 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 627 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 404 members 
Mstep: Class 109 contains 112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141480.000000 Penalty: 61851.894531
Iteration 239Q: 111 clusters Score -1.414148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9744 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39665 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15413 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 620 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93703 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 197 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 628 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 416 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141517.000000 Penalty: 61851.894531
Iteration 240F: 111 clusters Score -1.414152e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9742 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39661 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1890 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15412 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 600 members 
Mstep: Class 67 contains 1812 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93710 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 187 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 421 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141562.000000 Penalty: 61851.894531
Iteration 241Q: 111 clusters Score -1.414156e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9740 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39658 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15414 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 586 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93712 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 180 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 628 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 427 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141573.000000 Penalty: 61851.894531
Iteration 242Q: 111 clusters Score -1.414157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39654 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1891 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15420 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 574 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93711 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 178 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 432 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141581.000000 Penalty: 61851.894531
Iteration 243Q: 111 clusters Score -1.414158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39647 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1892 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15425 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 566 members 
Mstep: Class 67 contains 1810 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93712 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 175 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 436 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141591.000000 Penalty: 61851.894531
Iteration 244Q: 111 clusters Score -1.414159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39639 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1894 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15424 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 559 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93718 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 171 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 439 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141603.000000 Penalty: 61851.894531
Iteration 245Q: 111 clusters Score -1.41416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39632 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1635 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1895 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15425 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93724 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 168 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141604.000000 Penalty: 61851.894531
Iteration 246Q: 111 clusters Score -1.41416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39627 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1634 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1896 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15425 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93728 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 166 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141617.000000 Penalty: 61851.894531
Iteration 247Q: 111 clusters Score -1.414162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39625 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1632 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1897 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15422 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93732 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141638.000000 Penalty: 61851.894531
Iteration 248Q: 111 clusters Score -1.414164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39620 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1628 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1901 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15421 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93737 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141625.000000 Penalty: 61851.894531
Iteration 249Q: 111 clusters Score -1.414162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9738 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39617 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1627 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15422 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93740 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141628.000000 Penalty: 61851.894531
Iteration 250Q: 111 clusters Score -1.414163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39618 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1626 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1903 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15423 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93742 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141633.000000 Penalty: 61851.894531
Iteration 251Q: 111 clusters Score -1.414163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39614 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15427 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93742 members 
Mstep: Class 75 contains 886 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141630.000000 Penalty: 61851.894531
Iteration 252Q: 111 clusters Score -1.414163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39611 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15429 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93743 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141620.000000 Penalty: 61851.894531
Iteration 253Q: 111 clusters Score -1.414162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39607 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15430 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93746 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141621.000000 Penalty: 61851.894531
Iteration 254Q: 111 clusters Score -1.414162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9737 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39604 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15430 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93748 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141625.000000 Penalty: 61851.894531
Iteration 255Q: 111 clusters Score -1.414162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9736 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39599 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15434 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93750 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141630.000000 Penalty: 61851.894531
Iteration 256Q: 111 clusters Score -1.414163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9736 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39591 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15441 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93751 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141629.000000 Penalty: 61851.894531
Iteration 257Q: 111 clusters Score -1.414163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9734 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39589 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15444 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93752 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141633.000000 Penalty: 61851.894531
Iteration 258Q: 111 clusters Score -1.414163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39584 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15447 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93756 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141625.000000 Penalty: 61851.894531
Iteration 259Q: 111 clusters Score -1.414162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39579 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15449 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93759 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 164 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141630.000000 Penalty: 61851.894531
Iteration 260F: 111 clusters Score -1.414163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 73 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39575 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15452 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93760 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 161 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141625.000000 Penalty: 61851.894531
Iteration 261Q: 111 clusters Score -1.414162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39570 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15456 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93761 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 162 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 629 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141623.000000 Penalty: 61851.894531
Iteration 262Q: 111 clusters Score -1.414162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39569 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15458 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93761 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 163 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 628 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141634.000000 Penalty: 61851.894531
Iteration 263Q: 111 clusters Score -1.414163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39559 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15463 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93766 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1682 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141632.000000 Penalty: 61851.894531
Iteration 264Q: 111 clusters Score -1.414163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39558 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15464 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93767 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141643.000000 Penalty: 61851.894531
Iteration 265Q: 111 clusters Score -1.414164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39554 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15466 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93770 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1680 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141639.000000 Penalty: 61851.894531
Iteration 266Q: 111 clusters Score -1.414164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39544 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15471 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93775 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1680 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141645.000000 Penalty: 61851.894531
Iteration 267Q: 111 clusters Score -1.414164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39531 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15480 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93778 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141653.000000 Penalty: 61851.894531
Iteration 268Q: 111 clusters Score -1.414165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9730 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39520 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15489 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93781 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141655.000000 Penalty: 61851.894531
Iteration 269Q: 111 clusters Score -1.414166e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9729 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39509 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15496 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93786 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141662.000000 Penalty: 61851.894531
Iteration 270Q: 111 clusters Score -1.414166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9725 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39506 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15501 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93788 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141660.000000 Penalty: 61851.894531
Iteration 271Q: 111 clusters Score -1.414166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9721 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39500 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15506 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93793 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141662.000000 Penalty: 61851.894531
Iteration 272Q: 111 clusters Score -1.414166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39490 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15512 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93802 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141665.000000 Penalty: 61851.894531
Iteration 273Q: 111 clusters Score -1.414166e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9713 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39472 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15522 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93813 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141654.000000 Penalty: 61851.894531
Iteration 274Q: 111 clusters Score -1.414165e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9706 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39451 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15533 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93830 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141666.000000 Penalty: 61851.894531
Iteration 275Q: 111 clusters Score -1.414167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39442 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15538 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93842 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141653.000000 Penalty: 61851.894531
Iteration 276Q: 111 clusters Score -1.414165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39429 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15543 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93854 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141652.000000 Penalty: 61851.894531
Iteration 277Q: 111 clusters Score -1.414165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39411 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15552 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93870 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141644.000000 Penalty: 61851.894531
Iteration 278Q: 111 clusters Score -1.414164e+07 nChanged 33
Entering ConstructFrom: 
Score: -14141644.000000 Penalty: 61851.894531
Entering ConstructFrom: 
Trying to split cluster 1 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -20777.886719 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -20777.89 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 143 members 
Entering Unmasked Estep 
Score: -20419.400391 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -20419.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20529.492188 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -20529.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20562.345703 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -20562.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20585.156250 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -20585.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20601.029297 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -20601.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20612.652344 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -20612.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20619.732422 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -20619.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20629.826172 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -20629.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20640.636719 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -20640.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20645.150391 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -20645.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20645.916016 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -20645.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20647.029297 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -20647.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20651.419922 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -20651.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20654.429688 Penalty: 518.435486
	Iteration 13Q: 3 clusters Score -20654.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20658.779297 Penalty: 518.435486
	Iteration 14Q: 3 clusters Score -20658.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20662.320312 Penalty: 518.435486
	Iteration 15Q: 3 clusters Score -20662.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20665.863281 Penalty: 518.435486
	Iteration 16Q: 3 clusters Score -20665.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20669.855469 Penalty: 518.435486
	Iteration 17Q: 3 clusters Score -20669.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20672.103516 Penalty: 518.435486
	Iteration 18Q: 3 clusters Score -20672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20673.593750 Penalty: 518.435486
	Iteration 19Q: 3 clusters Score -20673.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20674.392578 Penalty: 518.435486
	Iteration 20F: 3 clusters Score -20674.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20675.183594 Penalty: 518.435486
	Iteration 21Q: 3 clusters Score -20675.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20675.183594 Penalty: 518.435486
	Iteration 22F: 3 clusters Score -20675.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 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 125 members 
Entering Unmasked Estep 
Score: -11761.729492 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11761.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11863.935547 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11863.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11894.437500 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11894.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11913.912109 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11913.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11925.819336 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11925.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11934.341797 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11934.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11941.668945 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -11941.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11944.898438 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -11944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11947.801758 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -11947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11948.577148 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -11948.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11950.537109 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -11950.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11951.885742 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -11951.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11952.503906 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -11952.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11952.503906 Penalty: 494.468689
	Iteration 13F: 3 clusters Score -11952.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4461.544922 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4461.545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4330.800293 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4330.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4532.170898 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4532.171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4563.986328 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -4563.986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4566.410645 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4566.411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4566.410645 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -4566.411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 106 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 30 members 
Entering Unmasked Estep 
Score: -14141423.000000 Penalty: 62414.183594
Splitting cluster 3 changes total score from -14141644.000000 to -14141423.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -37363.175781 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -37363.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36910.945312 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -36910.95 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37247.097656 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -37247.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37334.750000 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -37334.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37361.238281 Penalty: 563.876404
	Iteration 3Q: 3 clusters Score -37361.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37368.046875 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -37368.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37369.062500 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -37369.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37369.062500 Penalty: 563.876404
	Iteration 6F: 3 clusters Score -37369.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 131 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 360 members 
Entering Unmasked Estep 
Score: -14141392.000000 Penalty: 62414.183594
Splitting cluster 4 changes total score from -14141644.000000 to -14141392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -45613.449219 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -45613.45 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 415 members 
Entering Unmasked Estep 
Score: -44931.660156 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -44931.66 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45158.738281 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -45158.74 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45202.074219 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -45202.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45216.906250 Penalty: 611.978088
	Iteration 3Q: 3 clusters Score -45216.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45227.058594 Penalty: 611.978088
	Iteration 4Q: 3 clusters Score -45227.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45236.675781 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -45236.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45241.609375 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -45241.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45246.019531 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -45246.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45258.222656 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -45258.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45277.015625 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -45277.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45295.703125 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -45295.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45307.984375 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -45307.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45315.347656 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -45315.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45325.242188 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -45325.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45329.644531 Penalty: 611.978088
	Iteration 14Q: 3 clusters Score -45329.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45333.148438 Penalty: 611.978088
	Iteration 15Q: 3 clusters Score -45333.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45336.253906 Penalty: 611.978088
	Iteration 16Q: 3 clusters Score -45336.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45340.414062 Penalty: 611.978088
	Iteration 17Q: 3 clusters Score -45340.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45343.605469 Penalty: 611.978088
	Iteration 18Q: 3 clusters Score -45343.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45344.960938 Penalty: 611.978088
	Iteration 19Q: 3 clusters Score -45344.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45345.070312 Penalty: 611.978088
	Iteration 20F: 3 clusters Score -45345.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Entering Unmasked Estep 
Score: -583870.750000 Penalty: 417.600067
	Iteration 0F: 2 clusters Score -583870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -577458.500000 Penalty: 835.200134
	Iteration 0F: 3 clusters Score -577458.5 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -580007.312500 Penalty: 835.200134
	Iteration 1F: 3 clusters Score -580007.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -580235.125000 Penalty: 835.200134
	Iteration 2F: 3 clusters Score -580235.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -580499.937500 Penalty: 835.200134
	Iteration 3F: 3 clusters Score -580499.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -580869.000000 Penalty: 835.200134
	Iteration 4F: 3 clusters Score -580869 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -581359.250000 Penalty: 835.200134
	Iteration 5F: 3 clusters Score -581359.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -581866.187500 Penalty: 835.200134
	Iteration 6F: 3 clusters Score -581866.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -582259.437500 Penalty: 835.200134
	Iteration 7F: 3 clusters Score -582259.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -582514.562500 Penalty: 835.200134
	Iteration 8Q: 3 clusters Score -582514.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -582727.812500 Penalty: 835.200134
	Iteration 9Q: 3 clusters Score -582727.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -582908.375000 Penalty: 835.200134
	Iteration 10Q: 3 clusters Score -582908.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -583050.437500 Penalty: 835.200134
	Iteration 11Q: 3 clusters Score -583050.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -583174.937500 Penalty: 835.200134
	Iteration 12Q: 3 clusters Score -583174.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -583285.375000 Penalty: 835.200134
	Iteration 13Q: 3 clusters Score -583285.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -583384.000000 Penalty: 835.200134
	Iteration 14Q: 3 clusters Score -583384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -583450.500000 Penalty: 835.200134
	Iteration 15Q: 3 clusters Score -583450.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -583493.000000 Penalty: 835.200134
	Iteration 16Q: 3 clusters Score -583493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -583521.125000 Penalty: 835.200134
	Iteration 17Q: 3 clusters Score -583521.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -583528.250000 Penalty: 835.200134
	Iteration 18Q: 3 clusters Score -583528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -583530.000000 Penalty: 835.200134
	Iteration 19Q: 3 clusters Score -583530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -583532.750000 Penalty: 835.200134
	Iteration 20F: 3 clusters Score -583532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -583533.312500 Penalty: 835.200134
	Iteration 21Q: 3 clusters Score -583533.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -583538.812500 Penalty: 835.200134
	Iteration 22Q: 3 clusters Score -583538.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -583540.687500 Penalty: 835.200134
	Iteration 23Q: 3 clusters Score -583540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -583543.500000 Penalty: 835.200134
	Iteration 24Q: 3 clusters Score -583543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -583544.687500 Penalty: 835.200134
	Iteration 25Q: 3 clusters Score -583544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -583544.937500 Penalty: 835.200134
	Iteration 26Q: 3 clusters Score -583544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -583547.062500 Penalty: 835.200134
	Iteration 27Q: 3 clusters Score -583547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -583547.312500 Penalty: 835.200134
	Iteration 28Q: 3 clusters Score -583547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -583549.062500 Penalty: 835.200134
	Iteration 29Q: 3 clusters Score -583549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -583551.937500 Penalty: 835.200134
	Iteration 30Q: 3 clusters Score -583551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -583552.687500 Penalty: 835.200134
	Iteration 31Q: 3 clusters Score -583552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -583552.687500 Penalty: 835.200134
	Iteration 32F: 3 clusters Score -583552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -177225.125000 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -177225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -175704.062500 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -175704.1 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -176301.359375 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -176301.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -176496.656250 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -176496.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -176637.156250 Penalty: 698.685608
	Iteration 3F: 3 clusters Score -176637.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -176737.968750 Penalty: 698.685608
	Iteration 4F: 3 clusters Score -176738 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -176816.937500 Penalty: 698.685608
	Iteration 5F: 3 clusters Score -176816.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -176887.468750 Penalty: 698.685608
	Iteration 6Q: 3 clusters Score -176887.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -176925.250000 Penalty: 698.685608
	Iteration 7Q: 3 clusters Score -176925.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -176953.031250 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -176953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -176974.781250 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -176974.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -177008.140625 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -177008.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -177036.265625 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -177036.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -177059.203125 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -177059.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -177076.062500 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -177076.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -177091.093750 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -177091.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -177100.718750 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -177100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -177105.750000 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -177105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -177107.187500 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -177107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -177107.203125 Penalty: 698.685608
	Iteration 18Q: 3 clusters Score -177107.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -177107.203125 Penalty: 698.685608
	Iteration 19F: 3 clusters Score -177107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28358.257812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27876.554688 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27876.55 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27969.472656 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -27969.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27993.250000 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -27993.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28007.232422 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -28007.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28018.546875 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -28018.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28027.384766 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28027.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28033.033203 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -28033.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28037.158203 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -28037.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28044.892578 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -28044.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28053.345703 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -28053.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28058.826172 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -28058.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28061.783203 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -28061.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28063.013672 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -28063.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28063.521484 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -28063.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28063.521484 Penalty: 558.729492
	Iteration 14F: 3 clusters Score -28063.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7301.912598 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7301.913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7055.778320 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7055.778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7115.812012 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7115.812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7123.856934 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7123.857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7138.012695 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7138.013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7143.229980 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7143.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7146.801270 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7146.801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7147.500977 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7147.501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7150.149902 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -7150.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7150.737305 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -7150.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7150.737305 Penalty: 456.572449
	Iteration 9F: 3 clusters Score -7150.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -30106.638672 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -30106.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29619.744141 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -29619.74 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29731.228516 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -29731.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29780.847656 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -29780.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29802.533203 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -29802.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -29808.673828 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -29808.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29814.191406 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -29814.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29825.041016 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -29825.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29837.511719 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -29837.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29846.671875 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -29846.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -29851.660156 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -29851.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -29854.906250 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -29854.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -29855.617188 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -29855.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29860.664062 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -29860.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29868.644531 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -29868.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29873.173828 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -29873.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29877.898438 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -29877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29878.376953 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -29878.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29878.376953 Penalty: 562.003906
	Iteration 17F: 3 clusters Score -29878.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -18147.382812 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18147.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17779.990234 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17779.99 nChanged 115
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: -17900.158203 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17900.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17932.517578 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17932.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17965.935547 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -17965.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17987.195312 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -17987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17997.074219 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -17997.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18009.248047 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18009.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18022.445312 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18022.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18040.099609 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -18040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18047.925781 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -18047.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18050.728516 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -18050.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18054.498047 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -18054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18059.589844 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -18059.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18060.146484 Penalty: 534.873962
	Iteration 13Q: 3 clusters Score -18060.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18060.146484 Penalty: 534.873962
	Iteration 14F: 3 clusters Score -18060.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 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 190 members 
Entering Unmasked Estep 
Score: -21449.521484 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21449.52 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21538.144531 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21538.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21564.974609 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21564.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21582.519531 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21582.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21592.628906 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21592.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21598.515625 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21598.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21603.244141 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21603.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21606.517578 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21606.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21607.921875 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21607.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21610.214844 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21610.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21612.560547 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21612.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21613.648438 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21613.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21614.341797 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -21614.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21617.109375 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -21617.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21623.888672 Penalty: 542.685730
	Iteration 14Q: 3 clusters Score -21623.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21629.960938 Penalty: 542.685730
	Iteration 15Q: 3 clusters Score -21629.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21635.660156 Penalty: 542.685730
	Iteration 16Q: 3 clusters Score -21635.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21638.906250 Penalty: 542.685730
	Iteration 17Q: 3 clusters Score -21638.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21640.841797 Penalty: 542.685730
	Iteration 18Q: 3 clusters Score -21640.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21641.767578 Penalty: 542.685730
	Iteration 19Q: 3 clusters Score -21641.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21641.767578 Penalty: 542.685730
	Iteration 20F: 3 clusters Score -21641.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4063.144531 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4063.145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4105.579102 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4105.579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4122.381348 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4122.381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4133.329102 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4133.329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4138.118164 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -4138.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4140.419922 Penalty: 399.894867
	Iteration 5Q: 3 clusters Score -4140.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4146.959961 Penalty: 399.894867
	Iteration 6Q: 3 clusters Score -4146.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4152.985352 Penalty: 399.894867
	Iteration 7Q: 3 clusters Score -4152.985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4157.585449 Penalty: 399.894867
	Iteration 8Q: 3 clusters Score -4157.585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4162.826172 Penalty: 399.894867
	Iteration 9Q: 3 clusters Score -4162.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4162.826172 Penalty: 399.894867
	Iteration 10F: 3 clusters Score -4162.826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10212.807617 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10212.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9956.547852 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9956.548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10099.557617 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10099.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10191.775391 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10191.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10272.020508 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10272.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10327.224609 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -10327.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10337.942383 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10337.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10340.333984 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10340.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10353.876953 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10353.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10362.428711 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10362.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10364.503906 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -10364.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10364.503906 Penalty: 481.690735
	Iteration 10F: 3 clusters Score -10364.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 89 members 
Entering Unmasked Estep 
Score: -14141491.000000 Penalty: 62414.183594
Splitting cluster 14 changes total score from -14141644.000000 to -14141491.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -18385.521484 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -18385.52 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 147 members 
Entering Unmasked Estep 
Score: -18045.779297 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18045.78 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18121.503906 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18121.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18141.064453 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18141.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18147.021484 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -18147.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18151.511719 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -18151.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18152.816406 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -18152.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18153.695312 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -18153.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18153.695312 Penalty: 514.056702
	Iteration 7F: 3 clusters Score -18153.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25020.027344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25020.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24551.279297 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24551.28 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24671.396484 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24671.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24710.130859 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24710.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24733.259766 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -24733.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24774.611328 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24774.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24803.041016 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24803.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24820.863281 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24820.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24844.773438 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24844.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24864.380859 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24864.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24879.449219 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24879.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24896.810547 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24896.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24904.880859 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -24904.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24907.687500 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -24907.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24909.697266 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -24909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24910.931641 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -24910.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24910.931641 Penalty: 557.743591
	Iteration 15F: 3 clusters Score -24910.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8355.820312 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8355.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8096.357422 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8096.357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8172.275879 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8172.276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8183.808594 Penalty: 465.737427
	Iteration 2Q: 3 clusters Score -8183.809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8190.361816 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8190.362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8190.361816 Penalty: 465.737427
	Iteration 4F: 3 clusters Score -8190.362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -17407.378906 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -17407.38 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 123 members 
Entering Unmasked Estep 
Score: -17068.972656 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -17068.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17172.333984 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -17172.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17215.292969 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -17215.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17242.412109 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -17242.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17249.148438 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -17249.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17253.181641 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -17253.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17254.746094 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -17254.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17257.857422 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -17257.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17259.933594 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -17259.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17260.554688 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -17260.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17260.554688 Penalty: 509.118713
	Iteration 10F: 3 clusters Score -17260.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -461874.468750 Penalty: 410.636322
	Iteration 0F: 2 clusters Score -461874.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -456427.968750 Penalty: 821.272644
	Iteration 0F: 3 clusters Score -456428 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -458704.281250 Penalty: 821.272644
	Iteration 1F: 3 clusters Score -458704.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -459040.468750 Penalty: 821.272644
	Iteration 2F: 3 clusters Score -459040.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -459436.468750 Penalty: 821.272644
	Iteration 3F: 3 clusters Score -459436.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -459773.187500 Penalty: 821.272644
	Iteration 4F: 3 clusters Score -459773.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -460117.718750 Penalty: 821.272644
	Iteration 5F: 3 clusters Score -460117.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -460461.875000 Penalty: 821.272644
	Iteration 6F: 3 clusters Score -460461.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -460819.875000 Penalty: 821.272644
	Iteration 7F: 3 clusters Score -460819.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -461110.500000 Penalty: 821.272644
	Iteration 8Q: 3 clusters Score -461110.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -461286.187500 Penalty: 821.272644
	Iteration 9Q: 3 clusters Score -461286.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -461378.843750 Penalty: 821.272644
	Iteration 10Q: 3 clusters Score -461378.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -461431.187500 Penalty: 821.272644
	Iteration 11Q: 3 clusters Score -461431.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -461474.343750 Penalty: 821.272644
	Iteration 12Q: 3 clusters Score -461474.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -461500.875000 Penalty: 821.272644
	Iteration 13Q: 3 clusters Score -461500.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -461523.906250 Penalty: 821.272644
	Iteration 14Q: 3 clusters Score -461523.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -461538.406250 Penalty: 821.272644
	Iteration 15Q: 3 clusters Score -461538.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -461551.000000 Penalty: 821.272644
	Iteration 16Q: 3 clusters Score -461551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -461564.000000 Penalty: 821.272644
	Iteration 17Q: 3 clusters Score -461564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -461571.937500 Penalty: 821.272644
	Iteration 18Q: 3 clusters Score -461571.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -461577.875000 Penalty: 821.272644
	Iteration 19Q: 3 clusters Score -461577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -461579.500000 Penalty: 821.272644
	Iteration 20F: 3 clusters Score -461579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -461580.218750 Penalty: 821.272644
	Iteration 21Q: 3 clusters Score -461580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -461580.218750 Penalty: 821.272644
	Iteration 22F: 3 clusters Score -461580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -4167.662109 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -4167.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4103.617676 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -4103.618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4145.823242 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -4145.823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -105772.765625 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -105772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -104480.773438 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -104480.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -104881.093750 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -104881.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -104929.812500 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -104929.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -104961.585938 Penalty: 678.799805
	Iteration 3Q: 3 clusters Score -104961.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -104980.265625 Penalty: 678.799805
	Iteration 4Q: 3 clusters Score -104980.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -104991.031250 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -104991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -105001.929688 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -105001.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -105016.757812 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -105016.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -105031.648438 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -105031.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -105047.640625 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -105047.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -105063.062500 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -105063.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -105076.296875 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -105076.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -105087.054688 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -105087.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -105101.671875 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -105101.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -105122.000000 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -105122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -105145.179688 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -105145.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -105167.453125 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -105167.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -105183.007812 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -105183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -105200.757812 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -105200.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -105216.468750 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -105216.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -105227.031250 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -105227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -105233.656250 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -105233.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -105239.015625 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -105239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -105246.398438 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -105246.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -105252.062500 Penalty: 678.799805
	Iteration 24Q: 3 clusters Score -105252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -105265.820312 Penalty: 678.799805
	Iteration 25Q: 3 clusters Score -105265.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -105273.414062 Penalty: 678.799805
	Iteration 26Q: 3 clusters Score -105273.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -105280.554688 Penalty: 678.799805
	Iteration 27Q: 3 clusters Score -105280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -105286.031250 Penalty: 678.799805
	Iteration 28Q: 3 clusters Score -105286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -105288.171875 Penalty: 678.799805
	Iteration 29Q: 3 clusters Score -105288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -105289.960938 Penalty: 678.799805
	Iteration 30Q: 3 clusters Score -105290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -105290.781250 Penalty: 678.799805
	Iteration 31Q: 3 clusters Score -105290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -105291.367188 Penalty: 678.799805
	Iteration 32Q: 3 clusters Score -105291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -105292.312500 Penalty: 678.799805
	Iteration 33Q: 3 clusters Score -105292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -105292.875000 Penalty: 678.799805
	Iteration 34Q: 3 clusters Score -105292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -105293.335938 Penalty: 678.799805
	Iteration 35Q: 3 clusters Score -105293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -105293.585938 Penalty: 678.799805
	Iteration 36Q: 3 clusters Score -105293.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -105293.585938 Penalty: 678.799805
	Iteration 37F: 3 clusters Score -105293.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Entering Unmasked Estep 
Score: -2429013.750000 Penalty: 481.448822
	Iteration 0F: 2 clusters Score -2429014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2402593.250000 Penalty: 962.897644
	Iteration 0F: 3 clusters Score -2402593 nChanged 19064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2414160.000000 Penalty: 962.897644
	Iteration 1F: 3 clusters Score -2414160 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2414919.500000 Penalty: 962.897644
	Iteration 2Q: 3 clusters Score -2414920 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2415996.000000 Penalty: 962.897644
	Iteration 3F: 3 clusters Score -2415996 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2417529.750000 Penalty: 962.897644
	Iteration 4F: 3 clusters Score -2417530 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2419582.750000 Penalty: 962.897644
	Iteration 5F: 3 clusters Score -2419583 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -2421509.000000 Penalty: 962.897644
	Iteration 6F: 3 clusters Score -2421509 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -2422789.500000 Penalty: 962.897644
	Iteration 7F: 3 clusters Score -2422790 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -2423466.250000 Penalty: 962.897644
	Iteration 8Q: 3 clusters Score -2423466 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -2423986.250000 Penalty: 962.897644
	Iteration 9Q: 3 clusters Score -2423986 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -2424535.000000 Penalty: 962.897644
	Iteration 10Q: 3 clusters Score -2424535 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -2425071.000000 Penalty: 962.897644
	Iteration 11Q: 3 clusters Score -2425071 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -2425622.500000 Penalty: 962.897644
	Iteration 12Q: 3 clusters Score -2425622 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -2426231.250000 Penalty: 962.897644
	Iteration 13Q: 3 clusters Score -2426231 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -2426803.500000 Penalty: 962.897644
	Iteration 14Q: 3 clusters Score -2426804 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -2427279.750000 Penalty: 962.897644
	Iteration 15Q: 3 clusters Score -2427280 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -2427698.000000 Penalty: 962.897644
	Iteration 16Q: 3 clusters Score -2427698 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -2428035.000000 Penalty: 962.897644
	Iteration 17Q: 3 clusters Score -2428035 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -2428299.500000 Penalty: 962.897644
	Iteration 18Q: 3 clusters Score -2428300 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -2428488.500000 Penalty: 962.897644
	Iteration 19Q: 3 clusters Score -2428488 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -2428620.000000 Penalty: 962.897644
	Iteration 20F: 3 clusters Score -2428620 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -2428691.000000 Penalty: 962.897644
	Iteration 21Q: 3 clusters Score -2428691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -2428721.750000 Penalty: 962.897644
	Iteration 22Q: 3 clusters Score -2428722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -2428729.500000 Penalty: 962.897644
	Iteration 23Q: 3 clusters Score -2428730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -2428736.250000 Penalty: 962.897644
	Iteration 24Q: 3 clusters Score -2428736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -2428743.500000 Penalty: 962.897644
	Iteration 25Q: 3 clusters Score -2428744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -2428746.250000 Penalty: 962.897644
	Iteration 26Q: 3 clusters Score -2428746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -2428750.750000 Penalty: 962.897644
	Iteration 27Q: 3 clusters Score -2428751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -2428757.250000 Penalty: 962.897644
	Iteration 28Q: 3 clusters Score -2428757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -2428759.000000 Penalty: 962.897644
	Iteration 29Q: 3 clusters Score -2428759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -2428762.750000 Penalty: 962.897644
	Iteration 30Q: 3 clusters Score -2428763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -2428770.750000 Penalty: 962.897644
	Iteration 31Q: 3 clusters Score -2428771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -2428773.250000 Penalty: 962.897644
	Iteration 32Q: 3 clusters Score -2428773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -2428770.500000 Penalty: 962.897644
	Iteration 33Q: 3 clusters Score -2428770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -2428775.250000 Penalty: 962.897644
	Iteration 34Q: 3 clusters Score -2428775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -2428774.000000 Penalty: 962.897644
	Iteration 35Q: 3 clusters Score -2428774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -2428774.250000 Penalty: 962.897644
	Iteration 36Q: 3 clusters Score -2428774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -2428776.250000 Penalty: 962.897644
	Iteration 37Q: 3 clusters Score -2428776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -2428774.500000 Penalty: 962.897644
	Iteration 38Q: 3 clusters Score -2428774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -2428774.500000 Penalty: 962.897644
	Iteration 39Q: 3 clusters Score -2428774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -2428776.750000 Penalty: 962.897644
	Iteration 40F: 3 clusters Score -2428777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -2428775.750000 Penalty: 962.897644
	Iteration 41Q: 3 clusters Score -2428776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -2428774.750000 Penalty: 962.897644
	Iteration 42Q: 3 clusters Score -2428775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -2428775.750000 Penalty: 962.897644
	Iteration 43Q: 3 clusters Score -2428776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -2428775.750000 Penalty: 962.897644
	Iteration 44F: 3 clusters Score -2428776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -136682.078125 Penalty: 347.031128
	Iteration 0F: 2 clusters Score -136682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -135188.171875 Penalty: 694.062256
	Iteration 0F: 3 clusters Score -135188.2 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -135696.234375 Penalty: 694.062256
	Iteration 1F: 3 clusters Score -135696.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -135822.562500 Penalty: 694.062256
	Iteration 2F: 3 clusters Score -135822.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -135938.453125 Penalty: 694.062256
	Iteration 3F: 3 clusters Score -135938.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -136045.875000 Penalty: 694.062256
	Iteration 4F: 3 clusters Score -136045.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -136117.109375 Penalty: 694.062256
	Iteration 5F: 3 clusters Score -136117.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -136171.046875 Penalty: 694.062256
	Iteration 6Q: 3 clusters Score -136171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -136205.937500 Penalty: 694.062256
	Iteration 7Q: 3 clusters Score -136205.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -136233.015625 Penalty: 694.062256
	Iteration 8Q: 3 clusters Score -136233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -136249.656250 Penalty: 694.062256
	Iteration 9Q: 3 clusters Score -136249.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -136271.000000 Penalty: 694.062256
	Iteration 10Q: 3 clusters Score -136271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -136285.250000 Penalty: 694.062256
	Iteration 11Q: 3 clusters Score -136285.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -136294.765625 Penalty: 694.062256
	Iteration 12Q: 3 clusters Score -136294.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -136300.031250 Penalty: 694.062256
	Iteration 13Q: 3 clusters Score -136300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -136302.859375 Penalty: 694.062256
	Iteration 14Q: 3 clusters Score -136302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -136306.968750 Penalty: 694.062256
	Iteration 15Q: 3 clusters Score -136307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -136311.484375 Penalty: 694.062256
	Iteration 16Q: 3 clusters Score -136311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -136315.031250 Penalty: 694.062256
	Iteration 17Q: 3 clusters Score -136315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -136316.765625 Penalty: 694.062256
	Iteration 18Q: 3 clusters Score -136316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -136318.015625 Penalty: 694.062256
	Iteration 19Q: 3 clusters Score -136318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -136320.015625 Penalty: 694.062256
	Iteration 20F: 3 clusters Score -136320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -136321.343750 Penalty: 694.062256
	Iteration 21Q: 3 clusters Score -136321.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -136322.421875 Penalty: 694.062256
	Iteration 22Q: 3 clusters Score -136322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -136323.968750 Penalty: 694.062256
	Iteration 23Q: 3 clusters Score -136324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -136326.125000 Penalty: 694.062256
	Iteration 24Q: 3 clusters Score -136326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -136327.906250 Penalty: 694.062256
	Iteration 25Q: 3 clusters Score -136327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -136328.312500 Penalty: 694.062256
	Iteration 26Q: 3 clusters Score -136328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -136328.781250 Penalty: 694.062256
	Iteration 27Q: 3 clusters Score -136328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -136328.921875 Penalty: 694.062256
	Iteration 28Q: 3 clusters Score -136328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -136329.234375 Penalty: 694.062256
	Iteration 29Q: 3 clusters Score -136329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -136329.921875 Penalty: 694.062256
	Iteration 30Q: 3 clusters Score -136329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -136330.968750 Penalty: 694.062256
	Iteration 31Q: 3 clusters Score -136331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -136331.640625 Penalty: 694.062256
	Iteration 32Q: 3 clusters Score -136331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -136334.156250 Penalty: 694.062256
	Iteration 33Q: 3 clusters Score -136334.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -136334.703125 Penalty: 694.062256
	Iteration 34Q: 3 clusters Score -136334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -136336.421875 Penalty: 694.062256
	Iteration 35Q: 3 clusters Score -136336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -136338.296875 Penalty: 694.062256
	Iteration 36Q: 3 clusters Score -136338.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -136340.484375 Penalty: 694.062256
	Iteration 37Q: 3 clusters Score -136340.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -136345.750000 Penalty: 694.062256
	Iteration 38Q: 3 clusters Score -136345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -136348.437500 Penalty: 694.062256
	Iteration 39Q: 3 clusters Score -136348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -136349.671875 Penalty: 694.062256
	Iteration 40F: 3 clusters Score -136349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -136350.875000 Penalty: 694.062256
	Iteration 41Q: 3 clusters Score -136350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -136351.250000 Penalty: 694.062256
	Iteration 42Q: 3 clusters Score -136351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -136352.687500 Penalty: 694.062256
	Iteration 43Q: 3 clusters Score -136352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -136356.421875 Penalty: 694.062256
	Iteration 44Q: 3 clusters Score -136356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -136360.078125 Penalty: 694.062256
	Iteration 45Q: 3 clusters Score -136360.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -136361.453125 Penalty: 694.062256
	Iteration 46Q: 3 clusters Score -136361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -136363.406250 Penalty: 694.062256
	Iteration 47Q: 3 clusters Score -136363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -136367.250000 Penalty: 694.062256
	Iteration 48Q: 3 clusters Score -136367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -136368.265625 Penalty: 694.062256
	Iteration 49Q: 3 clusters Score -136368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -136369.578125 Penalty: 694.062256
	Iteration 50Q: 3 clusters Score -136369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -136370.796875 Penalty: 694.062256
	Iteration 51Q: 3 clusters Score -136370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -136372.421875 Penalty: 694.062256
	Iteration 52Q: 3 clusters Score -136372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -136373.546875 Penalty: 694.062256
	Iteration 53Q: 3 clusters Score -136373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -136374.359375 Penalty: 694.062256
	Iteration 54Q: 3 clusters Score -136374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -136376.203125 Penalty: 694.062256
	Iteration 55Q: 3 clusters Score -136376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -136377.296875 Penalty: 694.062256
	Iteration 56Q: 3 clusters Score -136377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -136378.843750 Penalty: 694.062256
	Iteration 57Q: 3 clusters Score -136378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -136380.125000 Penalty: 694.062256
	Iteration 58Q: 3 clusters Score -136380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -136380.562500 Penalty: 694.062256
	Iteration 59Q: 3 clusters Score -136380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -136381.031250 Penalty: 694.062256
	Iteration 60F: 3 clusters Score -136381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -136381.984375 Penalty: 694.062256
	Iteration 61Q: 3 clusters Score -136382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -136383.218750 Penalty: 694.062256
	Iteration 62Q: 3 clusters Score -136383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -136384.109375 Penalty: 694.062256
	Iteration 63Q: 3 clusters Score -136384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -136384.406250 Penalty: 694.062256
	Iteration 64Q: 3 clusters Score -136384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -136384.828125 Penalty: 694.062256
	Iteration 65Q: 3 clusters Score -136384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -136385.750000 Penalty: 694.062256
	Iteration 66Q: 3 clusters Score -136385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -136386.343750 Penalty: 694.062256
	Iteration 67Q: 3 clusters Score -136386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -136386.343750 Penalty: 694.062256
	Iteration 68F: 3 clusters Score -136386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -98894.750000 Penalty: 336.365479
	Iteration 0F: 2 clusters Score -98894.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -97672.992188 Penalty: 672.730957
	Iteration 0F: 3 clusters Score -97672.99 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -98032.734375 Penalty: 672.730957
	Iteration 1F: 3 clusters Score -98032.73 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -98090.109375 Penalty: 672.730957
	Iteration 2F: 3 clusters Score -98090.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -98121.109375 Penalty: 672.730957
	Iteration 3Q: 3 clusters Score -98121.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -98143.453125 Penalty: 672.730957
	Iteration 4Q: 3 clusters Score -98143.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -98163.265625 Penalty: 672.730957
	Iteration 5Q: 3 clusters Score -98163.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -98189.062500 Penalty: 672.730957
	Iteration 6Q: 3 clusters Score -98189.06 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -98229.398438 Penalty: 672.730957
	Iteration 7Q: 3 clusters Score -98229.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -98276.609375 Penalty: 672.730957
	Iteration 8Q: 3 clusters Score -98276.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -98333.468750 Penalty: 672.730957
	Iteration 9Q: 3 clusters Score -98333.47 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -98400.226562 Penalty: 672.730957
	Iteration 10Q: 3 clusters Score -98400.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -98440.257812 Penalty: 672.730957
	Iteration 11Q: 3 clusters Score -98440.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -98472.140625 Penalty: 672.730957
	Iteration 12Q: 3 clusters Score -98472.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -98502.710938 Penalty: 672.730957
	Iteration 13Q: 3 clusters Score -98502.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -98521.414062 Penalty: 672.730957
	Iteration 14Q: 3 clusters Score -98521.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -98535.132812 Penalty: 672.730957
	Iteration 15Q: 3 clusters Score -98535.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -98544.367188 Penalty: 672.730957
	Iteration 16Q: 3 clusters Score -98544.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -98555.710938 Penalty: 672.730957
	Iteration 17Q: 3 clusters Score -98555.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -98559.117188 Penalty: 672.730957
	Iteration 18Q: 3 clusters Score -98559.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -98561.796875 Penalty: 672.730957
	Iteration 19Q: 3 clusters Score -98561.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -98564.445312 Penalty: 672.730957
	Iteration 20F: 3 clusters Score -98564.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -98567.867188 Penalty: 672.730957
	Iteration 21Q: 3 clusters Score -98567.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -98569.718750 Penalty: 672.730957
	Iteration 22Q: 3 clusters Score -98569.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -98570.515625 Penalty: 672.730957
	Iteration 23Q: 3 clusters Score -98570.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -98571.851562 Penalty: 672.730957
	Iteration 24Q: 3 clusters Score -98571.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -98572.554688 Penalty: 672.730957
	Iteration 25Q: 3 clusters Score -98572.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -98572.554688 Penalty: 672.730957
	Iteration 26F: 3 clusters Score -98572.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18063.765625 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18063.77 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 138 members 
Entering Unmasked Estep 
Score: -17716.652344 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -17716.65 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17797.414062 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -17797.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17848.226562 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -17848.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17886.308594 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -17886.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17905.105469 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -17905.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17921.013672 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -17921.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17932.931641 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -17932.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17940.919922 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -17940.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17947.656250 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -17947.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17952.589844 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -17952.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17955.853516 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -17955.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17957.128906 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -17957.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17957.677734 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -17957.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17958.025391 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -17958.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17958.025391 Penalty: 513.413574
	Iteration 14F: 3 clusters Score -17958.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6610.772949 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6610.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6387.873047 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6387.873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6458.354004 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6458.354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6485.150879 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6485.151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6499.582031 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6499.582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6521.024902 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6521.025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6521.762695 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6521.763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6521.762695 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -6521.763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16606.755859 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16606.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16657.964844 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16657.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16667.119141 Penalty: 502.088196
	Iteration 2Q: 3 clusters Score -16667.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16675.056641 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16675.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16684.322266 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16684.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16693.179688 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16693.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16699.076172 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -16699.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16702.496094 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -16702.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16702.496094 Penalty: 502.088196
	Iteration 8F: 3 clusters Score -16702.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145156.468750 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -143412.546875 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143412.5 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -143984.812500 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -143984.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -144060.296875 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144060.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -144102.859375 Penalty: 708.689514
	Iteration 3Q: 3 clusters Score -144102.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144147.906250 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -144147.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144181.031250 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -144219.421875 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -144219.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -144272.031250 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -144355.765625 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144355.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -144466.062500 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144466.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -144591.671875 Penalty: 708.689514
	Iteration 10F: 3 clusters Score -144591.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -144701.765625 Penalty: 708.689514
	Iteration 11F: 3 clusters Score -144701.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -144763.796875 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144763.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -144805.734375 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144805.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -144842.593750 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144842.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -144870.625000 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144870.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -144883.375000 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144883.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -144895.625000 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144895.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144903.375000 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -144906.265625 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144906.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -144907.984375 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -144908.484375 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -144908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -144909.562500 Penalty: 708.689514
	Iteration 22Q: 3 clusters Score -144909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -144911.062500 Penalty: 708.689514
	Iteration 23Q: 3 clusters Score -144911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -144912.125000 Penalty: 708.689514
	Iteration 24Q: 3 clusters Score -144912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -144912.875000 Penalty: 708.689514
	Iteration 25Q: 3 clusters Score -144912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -144912.953125 Penalty: 708.689514
	Iteration 26Q: 3 clusters Score -144913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -144913.218750 Penalty: 708.689514
	Iteration 27Q: 3 clusters Score -144913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -144913.343750 Penalty: 708.689514
	Iteration 28Q: 3 clusters Score -144913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -144913.937500 Penalty: 708.689514
	Iteration 29Q: 3 clusters Score -144913.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -144914.109375 Penalty: 708.689514
	Iteration 30Q: 3 clusters Score -144914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -144914.296875 Penalty: 708.689514
	Iteration 31Q: 3 clusters Score -144914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -144914.875000 Penalty: 708.689514
	Iteration 32Q: 3 clusters Score -144914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -144914.609375 Penalty: 708.689514
	Iteration 33Q: 3 clusters Score -144914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -144914.609375 Penalty: 708.689514
	Iteration 34F: 3 clusters Score -144914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 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 281 members 
Entering Unmasked Estep 
Score: -33670.167969 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33670.17 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33825.449219 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33825.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33867.066406 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33867.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33885.304688 Penalty: 578.247681
	Iteration 3Q: 3 clusters Score -33885.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33902.730469 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -33902.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33921.886719 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -33921.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33935.113281 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -33935.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33948.972656 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -33948.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33962.257812 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -33962.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33966.964844 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -33966.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33970.210938 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -33970.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33972.867188 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -33972.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33977.218750 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -33977.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33980.296875 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -33980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33985.332031 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -33985.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33986.808594 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -33986.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33986.980469 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -33986.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33986.980469 Penalty: 578.247681
	Iteration 17F: 3 clusters Score -33986.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -7054.166504 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -7054.167 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 68 members 
Entering Unmasked Estep 
Score: -6847.330078 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -6847.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6971.418945 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -6971.419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7003.726562 Penalty: 461.840820
	Iteration 2Q: 3 clusters Score -7003.727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7008.833984 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -7008.834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7026.952148 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -7026.952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7036.039551 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -7036.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7040.420898 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -7040.421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7040.420898 Penalty: 461.840820
	Iteration 7F: 3 clusters Score -7040.421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9605.779297 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9605.779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9675.689453 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9675.689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9699.969727 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9699.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9704.318359 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9704.318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9705.423828 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9705.424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9705.423828 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -9705.424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30516.570312 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30516.57 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30654.660156 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30654.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30706.083984 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30706.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30729.093750 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -30729.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30753.261719 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30753.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30763.783203 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30763.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30771.609375 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30771.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30780.285156 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30780.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30783.792969 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30783.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30784.566406 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30784.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30785.644531 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30785.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30786.802734 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -30786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30786.802734 Penalty: 569.969238
	Iteration 12F: 3 clusters Score -30786.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -21083.681641 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -21083.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20620.580078 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -20620.58 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20733.144531 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -20733.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20764.097656 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -20764.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20788.021484 Penalty: 558.533203
	Iteration 3Q: 3 clusters Score -20788.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20809.710938 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -20809.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20831.224609 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -20831.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20852.087891 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -20852.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20876.310547 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -20876.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20899.138672 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -20899.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20910.919922 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -20910.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20916.343750 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -20916.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20917.957031 Penalty: 558.533203
	Iteration 11Q: 3 clusters Score -20917.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20920.476562 Penalty: 558.533203
	Iteration 12Q: 3 clusters Score -20920.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20923.091797 Penalty: 558.533203
	Iteration 13Q: 3 clusters Score -20923.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20923.318359 Penalty: 558.533203
	Iteration 14Q: 3 clusters Score -20923.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20923.318359 Penalty: 558.533203
	Iteration 15F: 3 clusters Score -20923.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -54617.867188 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -54617.87 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 392 members 
Entering Unmasked Estep 
Score: -53965.921875 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -53965.92 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54270.113281 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -54270.11 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -54445.984375 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -54445.98 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54545.156250 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -54545.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54576.226562 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -54576.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -54599.488281 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -54599.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -54621.238281 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -54621.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -54630.789062 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -54630.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54636.746094 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -54636.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54641.125000 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -54641.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -54642.859375 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -54642.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54644.398438 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -54644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54648.117188 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -54648.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54650.972656 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -54650.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54651.417969 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -54651.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -54651.605469 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -54651.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54651.968750 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -54651.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54652.214844 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -54652.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54652.968750 Penalty: 606.693054
	Iteration 18Q: 3 clusters Score -54652.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54653.339844 Penalty: 606.693054
	Iteration 19Q: 3 clusters Score -54653.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -54653.503906 Penalty: 606.693054
	Iteration 20F: 3 clusters Score -54653.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 335 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 451 members 
Entering Unmasked Estep 
Score: -14141430.000000 Penalty: 62414.183594
Splitting cluster 34 changes total score from -14141644.000000 to -14141430.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 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 205 members 
Entering Unmasked Estep 
Score: -22287.470703 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22287.47 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22396.435547 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22396.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22442.181641 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22442.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22475.535156 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -22475.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22488.199219 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22488.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22503.283203 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22503.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22517.146484 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22517.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22530.654297 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22530.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22548.103516 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -22548.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22559.265625 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22559.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22563.406250 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22563.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22567.328125 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -22567.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22570.476562 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -22570.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22575.515625 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -22575.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22582.675781 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -22582.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22595.318359 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -22595.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22602.777344 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -22602.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22610.191406 Penalty: 545.903259
	Iteration 17Q: 3 clusters Score -22610.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22612.882812 Penalty: 545.903259
	Iteration 18Q: 3 clusters Score -22612.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22613.384766 Penalty: 545.903259
	Iteration 19Q: 3 clusters Score -22613.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22613.945312 Penalty: 545.903259
	Iteration 20F: 3 clusters Score -22613.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4625.558594 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4625.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4426.056641 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4426.057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4615.413574 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4615.414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4693.420898 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -4693.421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4762.816895 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -4762.817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4785.867188 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -4785.867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4809.121582 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -4809.122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4814.558594 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -4814.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4818.006348 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -4818.006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4821.532715 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -4821.533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4821.532715 Penalty: 458.362671
	Iteration 9F: 3 clusters Score -4821.533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 75 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 79 members 
Entering Unmasked Estep 
Score: -14141528.000000 Penalty: 62414.183594
Splitting cluster 36 changes total score from -14141644.000000 to -14141528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -44121.339844 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -44121.34 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 341 members 
Entering Unmasked Estep 
Score: -43544.390625 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -43544.39 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43716.136719 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -43716.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43799.191406 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -43799.19 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43892.671875 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -43892.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43937.136719 Penalty: 588.842773
	Iteration 4F: 3 clusters Score -43937.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43963.511719 Penalty: 588.842773
	Iteration 5Q: 3 clusters Score -43963.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43976.496094 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -43976.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43987.863281 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -43987.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44000.910156 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -44000.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44020.804688 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -44020.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44036.941406 Penalty: 588.842773
	Iteration 10Q: 3 clusters Score -44036.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44042.593750 Penalty: 588.842773
	Iteration 11Q: 3 clusters Score -44042.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44049.683594 Penalty: 588.842773
	Iteration 12Q: 3 clusters Score -44049.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44054.789062 Penalty: 588.842773
	Iteration 13Q: 3 clusters Score -44054.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44056.957031 Penalty: 588.842773
	Iteration 14Q: 3 clusters Score -44056.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44057.765625 Penalty: 588.842773
	Iteration 15Q: 3 clusters Score -44057.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44059.171875 Penalty: 588.842773
	Iteration 16Q: 3 clusters Score -44059.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44060.160156 Penalty: 588.842773
	Iteration 17Q: 3 clusters Score -44060.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44060.964844 Penalty: 588.842773
	Iteration 18Q: 3 clusters Score -44060.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44062.691406 Penalty: 588.842773
	Iteration 19Q: 3 clusters Score -44062.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44063.011719 Penalty: 588.842773
	Iteration 20F: 3 clusters Score -44063.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8292.152344 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8292.152 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 90 members 
Entering Unmasked Estep 
Score: -8042.187012 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8042.187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8123.979980 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8123.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8159.253906 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8159.254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8188.500488 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8188.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8201.556641 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8201.557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8203.046875 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -8203.047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8205.691406 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -8205.691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8205.691406 Penalty: 473.564606
	Iteration 7F: 3 clusters Score -8205.691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -137662.640625 Penalty: 353.736816
	Iteration 0F: 2 clusters Score -137662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -136029.015625 Penalty: 707.473633
	Iteration 0F: 3 clusters Score -136029 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -136660.062500 Penalty: 707.473633
	Iteration 1F: 3 clusters Score -136660.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -136934.578125 Penalty: 707.473633
	Iteration 2F: 3 clusters Score -136934.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -137207.968750 Penalty: 707.473633
	Iteration 3F: 3 clusters Score -137208 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -137356.937500 Penalty: 707.473633
	Iteration 4F: 3 clusters Score -137356.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -137445.828125 Penalty: 707.473633
	Iteration 5F: 3 clusters Score -137445.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -137507.828125 Penalty: 707.473633
	Iteration 6Q: 3 clusters Score -137507.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -137557.062500 Penalty: 707.473633
	Iteration 7Q: 3 clusters Score -137557.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -137586.312500 Penalty: 707.473633
	Iteration 8Q: 3 clusters Score -137586.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -137605.875000 Penalty: 707.473633
	Iteration 9Q: 3 clusters Score -137605.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -137619.281250 Penalty: 707.473633
	Iteration 10Q: 3 clusters Score -137619.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -137625.703125 Penalty: 707.473633
	Iteration 11Q: 3 clusters Score -137625.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -137629.390625 Penalty: 707.473633
	Iteration 12Q: 3 clusters Score -137629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -137631.125000 Penalty: 707.473633
	Iteration 13Q: 3 clusters Score -137631.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -137633.375000 Penalty: 707.473633
	Iteration 14Q: 3 clusters Score -137633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -137635.015625 Penalty: 707.473633
	Iteration 15Q: 3 clusters Score -137635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -137637.765625 Penalty: 707.473633
	Iteration 16Q: 3 clusters Score -137637.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -137639.656250 Penalty: 707.473633
	Iteration 17Q: 3 clusters Score -137639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -137641.578125 Penalty: 707.473633
	Iteration 18Q: 3 clusters Score -137641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -137642.375000 Penalty: 707.473633
	Iteration 19Q: 3 clusters Score -137642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -137642.500000 Penalty: 707.473633
	Iteration 20F: 3 clusters Score -137642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -137642.484375 Penalty: 707.473633
	Iteration 21Q: 3 clusters Score -137642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -137643.109375 Penalty: 707.473633
	Iteration 22Q: 3 clusters Score -137643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -137643.968750 Penalty: 707.473633
	Iteration 23Q: 3 clusters Score -137644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -137644.296875 Penalty: 707.473633
	Iteration 24Q: 3 clusters Score -137644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -137644.312500 Penalty: 707.473633
	Iteration 25Q: 3 clusters Score -137644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -137644.656250 Penalty: 707.473633
	Iteration 26Q: 3 clusters Score -137644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -137644.656250 Penalty: 707.473633
	Iteration 27Q: 3 clusters Score -137644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -137644.656250 Penalty: 707.473633
	Iteration 28F: 3 clusters Score -137644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1416647.500000 Penalty: 442.518250
	Iteration 0F: 2 clusters Score -1416648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1408032.750000 Penalty: 885.036499
	Iteration 0F: 3 clusters Score -1408033 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1412556.625000 Penalty: 885.036499
	Iteration 1F: 3 clusters Score -1412557 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1413060.750000 Penalty: 885.036499
	Iteration 2F: 3 clusters Score -1413061 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1413848.750000 Penalty: 885.036499
	Iteration 3F: 3 clusters Score -1413849 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1414810.875000 Penalty: 885.036499
	Iteration 4F: 3 clusters Score -1414811 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1415566.125000 Penalty: 885.036499
	Iteration 5F: 3 clusters Score -1415566 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1415833.625000 Penalty: 885.036499
	Iteration 6Q: 3 clusters Score -1415834 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1415881.250000 Penalty: 885.036499
	Iteration 7Q: 3 clusters Score -1415881 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1415903.875000 Penalty: 885.036499
	Iteration 8Q: 3 clusters Score -1415904 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1415908.500000 Penalty: 885.036499
	Iteration 9Q: 3 clusters Score -1415908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1415913.000000 Penalty: 885.036499
	Iteration 10Q: 3 clusters Score -1415913 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1415918.875000 Penalty: 885.036499
	Iteration 11Q: 3 clusters Score -1415919 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1415918.000000 Penalty: 885.036499
	Iteration 12Q: 3 clusters Score -1415918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1415915.750000 Penalty: 885.036499
	Iteration 13Q: 3 clusters Score -1415916 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1415910.625000 Penalty: 885.036499
	Iteration 14Q: 3 clusters Score -1415911 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1415916.500000 Penalty: 885.036499
	Iteration 15Q: 3 clusters Score -1415916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1415918.875000 Penalty: 885.036499
	Iteration 16Q: 3 clusters Score -1415919 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1415917.125000 Penalty: 885.036499
	Iteration 17Q: 3 clusters Score -1415917 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1415913.875000 Penalty: 885.036499
	Iteration 18Q: 3 clusters Score -1415914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1415910.125000 Penalty: 885.036499
	Iteration 19Q: 3 clusters Score -1415910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1415899.875000 Penalty: 885.036499
	Iteration 20F: 3 clusters Score -1415900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1415898.250000 Penalty: 885.036499
	Iteration 21Q: 3 clusters Score -1415898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1415890.750000 Penalty: 885.036499
	Iteration 22Q: 3 clusters Score -1415891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1415883.625000 Penalty: 885.036499
	Iteration 23Q: 3 clusters Score -1415884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1415867.500000 Penalty: 885.036499
	Iteration 24Q: 3 clusters Score -1415868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1415859.875000 Penalty: 885.036499
	Iteration 25Q: 3 clusters Score -1415860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1415851.375000 Penalty: 885.036499
	Iteration 26Q: 3 clusters Score -1415851 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1415843.250000 Penalty: 885.036499
	Iteration 27Q: 3 clusters Score -1415843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1415835.625000 Penalty: 885.036499
	Iteration 28Q: 3 clusters Score -1415836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1415822.375000 Penalty: 885.036499
	Iteration 29Q: 3 clusters Score -1415822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1415807.750000 Penalty: 885.036499
	Iteration 30Q: 3 clusters Score -1415808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1415801.000000 Penalty: 885.036499
	Iteration 31Q: 3 clusters Score -1415801 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1415799.750000 Penalty: 885.036499
	Iteration 32Q: 3 clusters Score -1415800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1415795.250000 Penalty: 885.036499
	Iteration 33Q: 3 clusters Score -1415795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1415800.125000 Penalty: 885.036499
	Iteration 34Q: 3 clusters Score -1415800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1415795.125000 Penalty: 885.036499
	Iteration 35Q: 3 clusters Score -1415795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1415792.000000 Penalty: 885.036499
	Iteration 36Q: 3 clusters Score -1415792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1415784.750000 Penalty: 885.036499
	Iteration 37Q: 3 clusters Score -1415785 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1415785.000000 Penalty: 885.036499
	Iteration 38Q: 3 clusters Score -1415785 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1415780.875000 Penalty: 885.036499
	Iteration 39Q: 3 clusters Score -1415781 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1415777.875000 Penalty: 885.036499
	Iteration 40F: 3 clusters Score -1415778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1415765.500000 Penalty: 885.036499
	Iteration 41Q: 3 clusters Score -1415766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1415757.750000 Penalty: 885.036499
	Iteration 42Q: 3 clusters Score -1415758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1415753.375000 Penalty: 885.036499
	Iteration 43Q: 3 clusters Score -1415753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1415745.000000 Penalty: 885.036499
	Iteration 44Q: 3 clusters Score -1415745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1415741.625000 Penalty: 885.036499
	Iteration 45Q: 3 clusters Score -1415742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1415743.750000 Penalty: 885.036499
	Iteration 46Q: 3 clusters Score -1415744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1415739.875000 Penalty: 885.036499
	Iteration 47Q: 3 clusters Score -1415740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1415735.500000 Penalty: 885.036499
	Iteration 48Q: 3 clusters Score -1415736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1415739.250000 Penalty: 885.036499
	Iteration 49Q: 3 clusters Score -1415739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1415737.125000 Penalty: 885.036499
	Iteration 50Q: 3 clusters Score -1415737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1415735.250000 Penalty: 885.036499
	Iteration 51Q: 3 clusters Score -1415735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1415736.000000 Penalty: 885.036499
	Iteration 52Q: 3 clusters Score -1415736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1415738.375000 Penalty: 885.036499
	Iteration 53Q: 3 clusters Score -1415738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1415738.750000 Penalty: 885.036499
	Iteration 54Q: 3 clusters Score -1415739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1415740.250000 Penalty: 885.036499
	Iteration 55Q: 3 clusters Score -1415740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1415748.750000 Penalty: 885.036499
	Iteration 56Q: 3 clusters Score -1415749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1415751.625000 Penalty: 885.036499
	Iteration 57Q: 3 clusters Score -1415752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1415761.250000 Penalty: 885.036499
	Iteration 58Q: 3 clusters Score -1415761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1415758.750000 Penalty: 885.036499
	Iteration 59Q: 3 clusters Score -1415759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1415758.000000 Penalty: 885.036499
	Iteration 60F: 3 clusters Score -1415758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1415762.750000 Penalty: 885.036499
	Iteration 61Q: 3 clusters Score -1415763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1415764.875000 Penalty: 885.036499
	Iteration 62Q: 3 clusters Score -1415765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1415768.750000 Penalty: 885.036499
	Iteration 63Q: 3 clusters Score -1415769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1415773.875000 Penalty: 885.036499
	Iteration 64Q: 3 clusters Score -1415774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1415776.250000 Penalty: 885.036499
	Iteration 65Q: 3 clusters Score -1415776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1415778.125000 Penalty: 885.036499
	Iteration 66Q: 3 clusters Score -1415778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1415779.000000 Penalty: 885.036499
	Iteration 67Q: 3 clusters Score -1415779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1415775.875000 Penalty: 885.036499
	Iteration 68Q: 3 clusters Score -1415776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1415780.125000 Penalty: 885.036499
	Iteration 69Q: 3 clusters Score -1415780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1415783.250000 Penalty: 885.036499
	Iteration 70Q: 3 clusters Score -1415783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1415784.000000 Penalty: 885.036499
	Iteration 71Q: 3 clusters Score -1415784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1415781.875000 Penalty: 885.036499
	Iteration 72Q: 3 clusters Score -1415782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1415783.500000 Penalty: 885.036499
	Iteration 73Q: 3 clusters Score -1415784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1415786.125000 Penalty: 885.036499
	Iteration 74Q: 3 clusters Score -1415786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1415784.000000 Penalty: 885.036499
	Iteration 75Q: 3 clusters Score -1415784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1415784.875000 Penalty: 885.036499
	Iteration 76Q: 3 clusters Score -1415785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1415787.500000 Penalty: 885.036499
	Iteration 77Q: 3 clusters Score -1415788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1415787.250000 Penalty: 885.036499
	Iteration 78Q: 3 clusters Score -1415787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1415787.375000 Penalty: 885.036499
	Iteration 79Q: 3 clusters Score -1415787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1415789.250000 Penalty: 885.036499
	Iteration 80F: 3 clusters Score -1415789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1415787.750000 Penalty: 885.036499
	Iteration 81Q: 3 clusters Score -1415788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1415787.000000 Penalty: 885.036499
	Iteration 82Q: 3 clusters Score -1415787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1415786.125000 Penalty: 885.036499
	Iteration 83Q: 3 clusters Score -1415786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1415785.500000 Penalty: 885.036499
	Iteration 84Q: 3 clusters Score -1415786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1415785.000000 Penalty: 885.036499
	Iteration 85Q: 3 clusters Score -1415785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1415782.250000 Penalty: 885.036499
	Iteration 86Q: 3 clusters Score -1415782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1415781.250000 Penalty: 885.036499
	Iteration 87Q: 3 clusters Score -1415781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1415781.250000 Penalty: 885.036499
	Iteration 88F: 3 clusters Score -1415781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -114229.257812 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114229.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -114656.664062 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114656.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -114715.828125 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114715.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -114773.812500 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114773.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -114827.351562 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -114827.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -114870.867188 Penalty: 685.468750
	Iteration 5Q: 3 clusters Score -114870.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -114924.593750 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -114924.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -114980.585938 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -114980.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -115047.242188 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -115047.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -115091.554688 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -115091.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -115126.140625 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115126.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -115154.132812 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115154.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -115169.796875 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115169.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -115186.640625 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115186.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -115198.632812 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115198.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -115205.085938 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -115209.804688 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -115209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -115215.312500 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -115215.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -115222.695312 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -115222.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -115229.484375 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -115229.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -115235.296875 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -115235.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -115240.687500 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -115240.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -115248.171875 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -115248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -115254.351562 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -115254.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -115260.414062 Penalty: 685.468750
	Iteration 24Q: 3 clusters Score -115260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -115263.164062 Penalty: 685.468750
	Iteration 25Q: 3 clusters Score -115263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -115265.984375 Penalty: 685.468750
	Iteration 26Q: 3 clusters Score -115266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -115267.218750 Penalty: 685.468750
	Iteration 27Q: 3 clusters Score -115267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -115268.101562 Penalty: 685.468750
	Iteration 28Q: 3 clusters Score -115268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -115268.734375 Penalty: 685.468750
	Iteration 29Q: 3 clusters Score -115268.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -115268.734375 Penalty: 685.468750
	Iteration 30F: 3 clusters Score -115268.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -46726.902344 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -46726.9 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 421 members 
Entering Unmasked Estep 
Score: -46048.062500 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -46048.06 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46299.343750 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -46299.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46345.132812 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -46345.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -46379.566406 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -46379.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46412.605469 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -46412.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46435.250000 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -46435.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46456.742188 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -46456.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46474.718750 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -46474.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -46490.625000 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -46490.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46505.453125 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -46505.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46514.757812 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -46514.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46524.312500 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -46524.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -46531.324219 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -46531.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46541.863281 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -46541.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46558.378906 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -46558.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46565.945312 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -46565.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46574.066406 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -46574.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46581.238281 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -46581.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46589.558594 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -46589.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46601.824219 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -46601.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46608.714844 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -46608.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46613.210938 Penalty: 612.739563
	Iteration 21Q: 3 clusters Score -46613.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46616.175781 Penalty: 612.739563
	Iteration 22Q: 3 clusters Score -46616.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46616.976562 Penalty: 612.739563
	Iteration 23Q: 3 clusters Score -46616.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46618.667969 Penalty: 612.739563
	Iteration 24Q: 3 clusters Score -46618.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46619.937500 Penalty: 612.739563
	Iteration 25Q: 3 clusters Score -46619.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46619.937500 Penalty: 612.739563
	Iteration 26F: 3 clusters Score -46619.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9008.659180 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9008.659 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 70 members 
Entering Unmasked Estep 
Score: -8742.714844 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -8742.715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8820.288086 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -8820.288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8840.888672 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -8840.889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8854.950195 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -8854.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8861.020508 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -8861.021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8866.729492 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -8866.729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8872.538086 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -8872.538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8874.636719 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -8874.637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8874.636719 Penalty: 464.641052
	Iteration 8F: 3 clusters Score -8874.637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20610.000000 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20610 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20804.263672 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20804.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20933.130859 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -20933.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21013.953125 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -21013.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21027.425781 Penalty: 546.128723
	Iteration 4Q: 3 clusters Score -21027.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21035.607422 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -21035.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21037.605469 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -21037.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21038.279297 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -21038.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21039.197266 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -21039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21040.113281 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -21040.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21040.113281 Penalty: 546.128723
	Iteration 10F: 3 clusters Score -21040.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 177 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 227 members 
Entering Unmasked Estep 
Score: -14141367.000000 Penalty: 62414.183594
Splitting cluster 44 changes total score from -14141644.000000 to -14141367.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5367.020996 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5367.021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5400.541992 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5400.542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5418.349121 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5418.349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5434.785156 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5434.785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5448.437500 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5448.438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5480.149414 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5480.149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5511.003906 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -5511.004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5529.398926 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -5529.399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5532.429688 Penalty: 432.576691
	Iteration 8Q: 3 clusters Score -5532.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5532.429688 Penalty: 432.576691
	Iteration 9F: 3 clusters Score -5532.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 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 185 members 
Entering Unmasked Estep 
Score: -21664.105469 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21664.11 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21808.134766 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21808.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21896.179688 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21896.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21939.091797 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -21939.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21955.886719 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -21955.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21969.652344 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21969.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21972.667969 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21972.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21975.468750 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21975.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21976.945312 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -21976.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21977.402344 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -21977.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21977.402344 Penalty: 535.887878
	Iteration 10F: 3 clusters Score -21977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -113443.125000 Penalty: 343.602905
	Iteration 0F: 2 clusters Score -113443.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -112071.460938 Penalty: 687.205811
	Iteration 0F: 3 clusters Score -112071.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -112557.843750 Penalty: 687.205811
	Iteration 1F: 3 clusters Score -112557.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -112633.515625 Penalty: 687.205811
	Iteration 2F: 3 clusters Score -112633.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -112684.601562 Penalty: 687.205811
	Iteration 3F: 3 clusters Score -112684.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -112728.093750 Penalty: 687.205811
	Iteration 4Q: 3 clusters Score -112728.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -112763.656250 Penalty: 687.205811
	Iteration 5Q: 3 clusters Score -112763.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112788.101562 Penalty: 687.205811
	Iteration 6Q: 3 clusters Score -112788.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -112818.460938 Penalty: 687.205811
	Iteration 7Q: 3 clusters Score -112818.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -112848.593750 Penalty: 687.205811
	Iteration 8Q: 3 clusters Score -112848.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112872.398438 Penalty: 687.205811
	Iteration 9Q: 3 clusters Score -112872.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -112904.585938 Penalty: 687.205811
	Iteration 10Q: 3 clusters Score -112904.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -112942.750000 Penalty: 687.205811
	Iteration 11Q: 3 clusters Score -112942.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -112991.781250 Penalty: 687.205811
	Iteration 12Q: 3 clusters Score -112991.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113044.773438 Penalty: 687.205811
	Iteration 13Q: 3 clusters Score -113044.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113089.468750 Penalty: 687.205811
	Iteration 14Q: 3 clusters Score -113089.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113130.812500 Penalty: 687.205811
	Iteration 15Q: 3 clusters Score -113130.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113164.109375 Penalty: 687.205811
	Iteration 16Q: 3 clusters Score -113164.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113187.820312 Penalty: 687.205811
	Iteration 17Q: 3 clusters Score -113187.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113206.742188 Penalty: 687.205811
	Iteration 18Q: 3 clusters Score -113206.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113224.703125 Penalty: 687.205811
	Iteration 19Q: 3 clusters Score -113224.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -113239.835938 Penalty: 687.205811
	Iteration 20F: 3 clusters Score -113239.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113251.328125 Penalty: 687.205811
	Iteration 21Q: 3 clusters Score -113251.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113258.835938 Penalty: 687.205811
	Iteration 22Q: 3 clusters Score -113258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -113260.414062 Penalty: 687.205811
	Iteration 23Q: 3 clusters Score -113260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -113260.429688 Penalty: 687.205811
	Iteration 24Q: 3 clusters Score -113260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -113260.429688 Penalty: 687.205811
	Iteration 25F: 3 clusters Score -113260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14279.938477 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14279.94 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 115 members 
Entering Unmasked Estep 
Score: -13990.371094 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -13990.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14066.983398 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14066.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14096.874023 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14096.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14111.426758 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -14111.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14116.583984 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14116.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14119.005859 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14119.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14119.407227 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14119.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14119.407227 Penalty: 489.570648
	Iteration 7F: 3 clusters Score -14119.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -28220.345703 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -28220.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27706.158203 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27706.16 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27812.640625 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27812.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27856.802734 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27856.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27877.722656 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -27877.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27898.160156 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27898.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27915.998047 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27925.181641 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -27925.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27931.794922 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -27931.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27937.109375 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -27937.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27946.492188 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -27946.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27958.521484 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -27958.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27961.507812 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -27961.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27964.921875 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -27964.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27967.640625 Penalty: 566.434814
	Iteration 13Q: 3 clusters Score -27967.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27970.939453 Penalty: 566.434814
	Iteration 14Q: 3 clusters Score -27970.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27973.363281 Penalty: 566.434814
	Iteration 15Q: 3 clusters Score -27973.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27974.923828 Penalty: 566.434814
	Iteration 16Q: 3 clusters Score -27974.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27975.158203 Penalty: 566.434814
	Iteration 17Q: 3 clusters Score -27975.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27975.158203 Penalty: 566.434814
	Iteration 18F: 3 clusters Score -27975.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14622.604492 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14622.6 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 122 members 
Entering Unmasked Estep 
Score: -14288.582031 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14288.58 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14366.398438 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14366.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14382.547852 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14382.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14390.985352 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14390.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14399.586914 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14399.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14400.425781 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14400.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14400.425781 Penalty: 511.126190
	Iteration 6F: 3 clusters Score -14400.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 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 165 members 
Entering Unmasked Estep 
Score: -20669.001953 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20669 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20787.236328 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20787.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20818.539062 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20818.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20846.968750 Penalty: 529.897156
	Iteration 3F: 3 clusters Score -20846.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20857.882812 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20857.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20864.648438 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20864.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20867.048828 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20867.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20868.511719 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -20868.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20869.640625 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -20869.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20869.947266 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -20869.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20869.947266 Penalty: 529.897156
	Iteration 10F: 3 clusters Score -20869.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6216.416016 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6216.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5983.430176 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5983.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6047.922363 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6047.922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6065.273438 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6065.273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6083.295898 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -6083.296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6094.435059 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6094.435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6119.621582 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6119.622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6135.285645 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6135.286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6138.627930 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6138.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6139.759766 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -6139.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6139.759766 Penalty: 447.051605
	Iteration 9F: 3 clusters Score -6139.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -61740.398438 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -61740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -60881.875000 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -60881.88 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61139.246094 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -61139.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -61167.171875 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -61167.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61188.660156 Penalty: 631.648315
	Iteration 3Q: 3 clusters Score -61188.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61209.828125 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -61209.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -61232.328125 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -61232.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -61255.703125 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -61255.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -61277.285156 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -61277.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -61291.292969 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -61291.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -61301.742188 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -61301.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -61311.230469 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -61311.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -61327.550781 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -61327.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -61342.972656 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -61342.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -61355.183594 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -61355.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -61366.644531 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -61366.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -61375.878906 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -61375.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -61387.738281 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -61387.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -61397.988281 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -61397.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -61405.593750 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -61405.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -61415.964844 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -61415.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -61435.238281 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -61435.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -61445.722656 Penalty: 631.648315
	Iteration 21Q: 3 clusters Score -61445.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -61447.781250 Penalty: 631.648315
	Iteration 22Q: 3 clusters Score -61447.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -61453.675781 Penalty: 631.648315
	Iteration 23Q: 3 clusters Score -61453.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -61453.882812 Penalty: 631.648315
	Iteration 24Q: 3 clusters Score -61453.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -61453.882812 Penalty: 631.648315
	Iteration 25F: 3 clusters Score -61453.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (15563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Entering Unmasked Estep 
Score: -992605.250000 Penalty: 439.195648
	Iteration 0F: 2 clusters Score -992605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -982271.000000 Penalty: 878.391296
	Iteration 0F: 3 clusters Score -982271 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -986334.250000 Penalty: 878.391296
	Iteration 1F: 3 clusters Score -986334.2 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -986876.750000 Penalty: 878.391296
	Iteration 2F: 3 clusters Score -986876.8 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -987754.250000 Penalty: 878.391296
	Iteration 3F: 3 clusters Score -987754.2 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -988997.250000 Penalty: 878.391296
	Iteration 4F: 3 clusters Score -988997.2 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -990241.687500 Penalty: 878.391296
	Iteration 5F: 3 clusters Score -990241.7 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -991115.437500 Penalty: 878.391296
	Iteration 6F: 3 clusters Score -991115.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -991586.375000 Penalty: 878.391296
	Iteration 7Q: 3 clusters Score -991586.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -991829.375000 Penalty: 878.391296
	Iteration 8Q: 3 clusters Score -991829.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -991956.000000 Penalty: 878.391296
	Iteration 9Q: 3 clusters Score -991956 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -992067.437500 Penalty: 878.391296
	Iteration 10Q: 3 clusters Score -992067.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -992156.187500 Penalty: 878.391296
	Iteration 11Q: 3 clusters Score -992156.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -992222.750000 Penalty: 878.391296
	Iteration 12Q: 3 clusters Score -992222.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -992279.000000 Penalty: 878.391296
	Iteration 13Q: 3 clusters Score -992279 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -992325.625000 Penalty: 878.391296
	Iteration 14Q: 3 clusters Score -992325.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -992362.500000 Penalty: 878.391296
	Iteration 15Q: 3 clusters Score -992362.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -992391.000000 Penalty: 878.391296
	Iteration 16Q: 3 clusters Score -992391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -992410.875000 Penalty: 878.391296
	Iteration 17Q: 3 clusters Score -992410.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -992422.062500 Penalty: 878.391296
	Iteration 18Q: 3 clusters Score -992422.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -992436.875000 Penalty: 878.391296
	Iteration 19Q: 3 clusters Score -992436.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -992448.312500 Penalty: 878.391296
	Iteration 20F: 3 clusters Score -992448.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -992454.750000 Penalty: 878.391296
	Iteration 21Q: 3 clusters Score -992454.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -992463.937500 Penalty: 878.391296
	Iteration 22Q: 3 clusters Score -992463.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -992467.312500 Penalty: 878.391296
	Iteration 23Q: 3 clusters Score -992467.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -992477.250000 Penalty: 878.391296
	Iteration 24Q: 3 clusters Score -992477.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -992481.750000 Penalty: 878.391296
	Iteration 25Q: 3 clusters Score -992481.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -992487.125000 Penalty: 878.391296
	Iteration 26Q: 3 clusters Score -992487.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -992488.812500 Penalty: 878.391296
	Iteration 27Q: 3 clusters Score -992488.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -992493.375000 Penalty: 878.391296
	Iteration 28Q: 3 clusters Score -992493.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -992494.750000 Penalty: 878.391296
	Iteration 29Q: 3 clusters Score -992494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -992495.687500 Penalty: 878.391296
	Iteration 30Q: 3 clusters Score -992495.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -992494.875000 Penalty: 878.391296
	Iteration 31Q: 3 clusters Score -992494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -992495.750000 Penalty: 878.391296
	Iteration 32Q: 3 clusters Score -992495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -992496.125000 Penalty: 878.391296
	Iteration 33Q: 3 clusters Score -992496.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -992496.687500 Penalty: 878.391296
	Iteration 34Q: 3 clusters Score -992496.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -992497.562500 Penalty: 878.391296
	Iteration 35Q: 3 clusters Score -992497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -992497.437500 Penalty: 878.391296
	Iteration 36Q: 3 clusters Score -992497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -992498.437500 Penalty: 878.391296
	Iteration 37Q: 3 clusters Score -992498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -992498.937500 Penalty: 878.391296
	Iteration 38Q: 3 clusters Score -992498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -992499.812500 Penalty: 878.391296
	Iteration 39Q: 3 clusters Score -992499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -992498.625000 Penalty: 878.391296
	Iteration 40F: 3 clusters Score -992498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -992498.812500 Penalty: 878.391296
	Iteration 41Q: 3 clusters Score -992498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -992501.500000 Penalty: 878.391296
	Iteration 42Q: 3 clusters Score -992501.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -992501.000000 Penalty: 878.391296
	Iteration 43Q: 3 clusters Score -992501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -992504.250000 Penalty: 878.391296
	Iteration 44Q: 3 clusters Score -992504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -992505.937500 Penalty: 878.391296
	Iteration 45Q: 3 clusters Score -992505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -992506.437500 Penalty: 878.391296
	Iteration 46Q: 3 clusters Score -992506.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -992506.312500 Penalty: 878.391296
	Iteration 47Q: 3 clusters Score -992506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -992507.375000 Penalty: 878.391296
	Iteration 48Q: 3 clusters Score -992507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -992506.937500 Penalty: 878.391296
	Iteration 49Q: 3 clusters Score -992506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -992505.312500 Penalty: 878.391296
	Iteration 50Q: 3 clusters Score -992505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -992506.625000 Penalty: 878.391296
	Iteration 51Q: 3 clusters Score -992506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -992507.375000 Penalty: 878.391296
	Iteration 52Q: 3 clusters Score -992507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -992507.375000 Penalty: 878.391296
	Iteration 53Q: 3 clusters Score -992507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -992507.812500 Penalty: 878.391296
	Iteration 54Q: 3 clusters Score -992507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -992509.000000 Penalty: 878.391296
	Iteration 55Q: 3 clusters Score -992509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -992508.750000 Penalty: 878.391296
	Iteration 56Q: 3 clusters Score -992508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -992508.687500 Penalty: 878.391296
	Iteration 57Q: 3 clusters Score -992508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -992509.250000 Penalty: 878.391296
	Iteration 58Q: 3 clusters Score -992509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -992510.125000 Penalty: 878.391296
	Iteration 59Q: 3 clusters Score -992510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -992509.625000 Penalty: 878.391296
	Iteration 60F: 3 clusters Score -992509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -992510.312500 Penalty: 878.391296
	Iteration 61Q: 3 clusters Score -992510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -992509.625000 Penalty: 878.391296
	Iteration 62Q: 3 clusters Score -992509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -992510.062500 Penalty: 878.391296
	Iteration 63Q: 3 clusters Score -992510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -992510.125000 Penalty: 878.391296
	Iteration 64Q: 3 clusters Score -992510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -992510.750000 Penalty: 878.391296
	Iteration 65Q: 3 clusters Score -992510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -992510.937500 Penalty: 878.391296
	Iteration 66Q: 3 clusters Score -992510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -992510.812500 Penalty: 878.391296
	Iteration 67Q: 3 clusters Score -992510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -992509.937500 Penalty: 878.391296
	Iteration 68Q: 3 clusters Score -992509.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -992509.937500 Penalty: 878.391296
	Iteration 69F: 3 clusters Score -992509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -21704.738281 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -21704.74 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 320 members 
Entering Unmasked Estep 
Score: -21150.550781 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -21150.55 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21439.220703 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -21439.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21516.720703 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -21516.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21592.541016 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -21592.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21665.734375 Penalty: 584.515442
	Iteration 4F: 3 clusters Score -21665.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21728.896484 Penalty: 584.515442
	Iteration 5F: 3 clusters Score -21728.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21785.748047 Penalty: 584.515442
	Iteration 6F: 3 clusters Score -21785.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21831.091797 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -21831.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21874.505859 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -21874.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21893.960938 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -21893.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21896.431641 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -21896.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21896.511719 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -21896.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21896.511719 Penalty: 584.515442
	Iteration 12F: 3 clusters Score -21896.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 155 members 
Entering Unmasked Estep 
Score: -14141575.000000 Penalty: 62414.183594
Splitting cluster 55 changes total score from -14141644.000000 to -14141575.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7980.414062 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7980.414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8027.778809 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8027.779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8035.220215 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8035.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8039.488770 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8039.489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8044.617676 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8044.618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8044.617676 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -8044.618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9757.378906 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9757.379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9840.383789 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9840.384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9877.369141 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -9877.369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9898.217773 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -9898.218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9900.195312 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -9900.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9900.195312 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -9900.195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -31532.662109 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -31532.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31037.968750 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -31037.97 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31168.160156 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -31168.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31230.544922 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -31230.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31258.722656 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -31258.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31282.492188 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -31282.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31305.287109 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -31305.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31333.533203 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -31333.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31376.677734 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -31376.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31440.867188 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -31440.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31477.880859 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -31477.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31500.398438 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -31500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31504.646484 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -31504.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31508.535156 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -31508.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31511.792969 Penalty: 567.865112
	Iteration 13Q: 3 clusters Score -31511.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31513.005859 Penalty: 567.865112
	Iteration 14Q: 3 clusters Score -31513.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31513.005859 Penalty: 567.865112
	Iteration 15F: 3 clusters Score -31513.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16273.258789 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -16273.26 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 165 members 
Entering Unmasked Estep 
Score: -15909.666016 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -15909.67 nChanged 107
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: -15990.466797 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -15990.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16013.682617 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -16013.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16027.327148 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -16027.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16034.197266 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -16034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16037.598633 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -16037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16040.359375 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -16040.36 nChanged 3
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: -16045.801758 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -16045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16050.793945 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -16050.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16054.157227 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -16054.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16057.967773 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -16057.97 nChanged 1
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: -16058.577148 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -16058.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16059.212891 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -16059.21 nChanged 1
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: -16059.711914 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -16059.71 nChanged 0
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: -16059.711914 Penalty: 522.904541
	Iteration 14F: 3 clusters Score -16059.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6812.666016 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6812.666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6867.350098 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6867.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6888.172363 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6888.172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6914.785645 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -6914.786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6931.747070 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6931.747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6939.104980 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6939.105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6939.920410 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6939.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6945.156250 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -6945.156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6947.248047 Penalty: 442.945648
	Iteration 8Q: 3 clusters Score -6947.248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6957.641113 Penalty: 442.945648
	Iteration 9Q: 3 clusters Score -6957.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6957.641113 Penalty: 442.945648
	Iteration 10F: 3 clusters Score -6957.641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3117.371094 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3117.371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3163.421143 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3163.421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3183.445801 Penalty: 379.869263
	Iteration 2F: 3 clusters Score -3183.446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -45196.792969 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -45196.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -44459.093750 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -44459.09 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44666.105469 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -44666.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -44712.246094 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -44712.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -44756.613281 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -44756.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44798.082031 Penalty: 615.092224
	Iteration 4F: 3 clusters Score -44798.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44839.652344 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -44839.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44887.605469 Penalty: 615.092224
	Iteration 6F: 3 clusters Score -44887.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44933.917969 Penalty: 615.092224
	Iteration 7F: 3 clusters Score -44933.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44979.210938 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -44979.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45019.328125 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -45019.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45056.089844 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -45056.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45071.210938 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -45071.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45075.386719 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -45075.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45078.671875 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -45078.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45079.679688 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -45079.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45079.679688 Penalty: 615.092224
	Iteration 15F: 3 clusters Score -45079.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -21956.347656 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -21956.35 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: -21570.464844 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -21570.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21716.357422 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -21716.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21749.919922 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -21749.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21763.671875 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -21763.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21768.382812 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -21768.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21771.628906 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -21771.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21777.126953 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -21777.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21783.322266 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -21783.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21784.857422 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -21784.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21787.341797 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -21787.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21789.347656 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -21789.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21790.962891 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -21790.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21790.962891 Penalty: 525.766357
	Iteration 12F: 3 clusters Score -21790.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9737.250977 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9737.251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9467.053711 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9467.054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9525.252930 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9525.253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9535.052734 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9535.053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9538.248047 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9538.248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9541.227539 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9541.228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9541.227539 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -9541.228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -2527.717773 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -2527.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2346.147705 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -2346.148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2468.517334 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -2468.517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2487.174072 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -2487.174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2488.797852 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -2488.798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2492.795410 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -2492.795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2502.533936 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -2502.534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2507.348633 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -2507.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2511.552002 Penalty: 439.376556
	Iteration 7Q: 3 clusters Score -2511.552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2516.952393 Penalty: 439.376556
	Iteration 8Q: 3 clusters Score -2516.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2521.456055 Penalty: 439.376556
	Iteration 9Q: 3 clusters Score -2521.456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2521.456055 Penalty: 439.376556
	Iteration 10F: 3 clusters Score -2521.456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42223.394531 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -42223.39 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 290 members 
Entering Unmasked Estep 
Score: -41710.316406 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -41710.32 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41817.894531 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -41817.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41844.996094 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -41845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41865.753906 Penalty: 575.189941
	Iteration 3Q: 3 clusters Score -41865.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41879.660156 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -41879.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41885.730469 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -41885.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41894.773438 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -41894.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41904.121094 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -41904.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41913.738281 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -41913.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41921.570312 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -41921.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41929.769531 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -41929.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41940.421875 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -41940.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41945.898438 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -41945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41956.949219 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -41956.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41976.246094 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -41976.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -41988.953125 Penalty: 575.189941
	Iteration 15Q: 3 clusters Score -41988.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -42000.359375 Penalty: 575.189941
	Iteration 16Q: 3 clusters Score -42000.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -42006.398438 Penalty: 575.189941
	Iteration 17Q: 3 clusters Score -42006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42014.359375 Penalty: 575.189941
	Iteration 18Q: 3 clusters Score -42014.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -42020.816406 Penalty: 575.189941
	Iteration 19Q: 3 clusters Score -42020.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -42026.105469 Penalty: 575.189941
	Iteration 20F: 3 clusters Score -42026.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -42030.468750 Penalty: 575.189941
	Iteration 21Q: 3 clusters Score -42030.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42033.597656 Penalty: 575.189941
	Iteration 22Q: 3 clusters Score -42033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -42037.738281 Penalty: 575.189941
	Iteration 23Q: 3 clusters Score -42037.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42040.242188 Penalty: 575.189941
	Iteration 24Q: 3 clusters Score -42040.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42042.093750 Penalty: 575.189941
	Iteration 25Q: 3 clusters Score -42042.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -42042.882812 Penalty: 575.189941
	Iteration 26Q: 3 clusters Score -42042.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42044.949219 Penalty: 575.189941
	Iteration 27Q: 3 clusters Score -42044.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -42048.222656 Penalty: 575.189941
	Iteration 28Q: 3 clusters Score -42048.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42049.207031 Penalty: 575.189941
	Iteration 29Q: 3 clusters Score -42049.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -42050.765625 Penalty: 575.189941
	Iteration 30Q: 3 clusters Score -42050.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -42052.636719 Penalty: 575.189941
	Iteration 31Q: 3 clusters Score -42052.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42053.710938 Penalty: 575.189941
	Iteration 32Q: 3 clusters Score -42053.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42054.179688 Penalty: 575.189941
	Iteration 33Q: 3 clusters Score -42054.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42054.179688 Penalty: 575.189941
	Iteration 34F: 3 clusters Score -42054.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -142718.703125 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -142718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141422.812500 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -141422.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -141822.671875 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -141822.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -141879.078125 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -141879.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -141932.296875 Penalty: 682.497864
	Iteration 3Q: 3 clusters Score -141932.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -141988.343750 Penalty: 682.497864
	Iteration 4F: 3 clusters Score -141988.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -142033.078125 Penalty: 682.497864
	Iteration 5Q: 3 clusters Score -142033.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -142069.218750 Penalty: 682.497864
	Iteration 6Q: 3 clusters Score -142069.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -142099.703125 Penalty: 682.497864
	Iteration 7Q: 3 clusters Score -142099.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -142124.078125 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -142124.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -142147.234375 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -142147.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -142183.203125 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -142183.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -142220.234375 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -142220.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -142249.078125 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -142249.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -142270.109375 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -142270.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -142282.609375 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -142282.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -142296.531250 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -142296.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -142331.718750 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -142331.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -142360.828125 Penalty: 682.497864
	Iteration 17Q: 3 clusters Score -142360.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -142396.468750 Penalty: 682.497864
	Iteration 18Q: 3 clusters Score -142396.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -142430.062500 Penalty: 682.497864
	Iteration 19Q: 3 clusters Score -142430.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -142449.593750 Penalty: 682.497864
	Iteration 20F: 3 clusters Score -142449.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -142459.062500 Penalty: 682.497864
	Iteration 21Q: 3 clusters Score -142459.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -142474.953125 Penalty: 682.497864
	Iteration 22Q: 3 clusters Score -142475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -142493.546875 Penalty: 682.497864
	Iteration 23Q: 3 clusters Score -142493.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -142510.765625 Penalty: 682.497864
	Iteration 24Q: 3 clusters Score -142510.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -142534.609375 Penalty: 682.497864
	Iteration 25Q: 3 clusters Score -142534.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -142563.578125 Penalty: 682.497864
	Iteration 26Q: 3 clusters Score -142563.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -142604.000000 Penalty: 682.497864
	Iteration 27Q: 3 clusters Score -142604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -142621.093750 Penalty: 682.497864
	Iteration 28Q: 3 clusters Score -142621.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -142629.593750 Penalty: 682.497864
	Iteration 29Q: 3 clusters Score -142629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -142633.125000 Penalty: 682.497864
	Iteration 30Q: 3 clusters Score -142633.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -142635.156250 Penalty: 682.497864
	Iteration 31Q: 3 clusters Score -142635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -142635.750000 Penalty: 682.497864
	Iteration 32Q: 3 clusters Score -142635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -142636.343750 Penalty: 682.497864
	Iteration 33Q: 3 clusters Score -142636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -142636.656250 Penalty: 682.497864
	Iteration 34Q: 3 clusters Score -142636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -142637.015625 Penalty: 682.497864
	Iteration 35Q: 3 clusters Score -142637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -142639.968750 Penalty: 682.497864
	Iteration 36F: 3 clusters Score -142640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -142641.390625 Penalty: 682.497864
	Iteration 37Q: 3 clusters Score -142641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -142641.390625 Penalty: 682.497864
	Iteration 38F: 3 clusters Score -142641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15654.398438 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15654.4 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 154 members 
Entering Unmasked Estep 
Score: -15277.836914 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15277.84 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15385.913086 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15385.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15434.611328 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -15434.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15447.971680 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -15447.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15452.467773 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15452.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15454.833008 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -15454.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15454.833008 Penalty: 521.143127
	Iteration 6F: 3 clusters Score -15454.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36454.035156 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36454.04 nChanged 253
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: -36637.765625 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36637.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36679.218750 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36679.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36704.398438 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -36704.4 nChanged 29
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: -36730.007812 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -36730.01 nChanged 30
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: -36751.796875 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -36751.8 nChanged 25
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: -36766.523438 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36766.52 nChanged 19
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: -36779.265625 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36779.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36781.390625 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36781.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36784.472656 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36784.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36786.304688 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36787.750000 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36787.75 nChanged 3
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: -36788.652344 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36788.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -36788.851562 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36788.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36789.125000 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36789.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36789.648438 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -36789.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36791.136719 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -36791.14 nChanged 5
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: -36792.007812 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -36792.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36792.882812 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -36792.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36794.203125 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -36794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36797.304688 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -36797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36803.003906 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -36803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36809.414062 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -36809.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36817.507812 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -36817.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36828.011719 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -36828.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36836.042969 Penalty: 591.343628
	Iteration 25Q: 3 clusters Score -36836.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36838.750000 Penalty: 591.343628
	Iteration 26Q: 3 clusters Score -36838.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36841.773438 Penalty: 591.343628
	Iteration 27Q: 3 clusters Score -36841.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36843.843750 Penalty: 591.343628
	Iteration 28Q: 3 clusters Score -36843.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36844.339844 Penalty: 591.343628
	Iteration 29Q: 3 clusters Score -36844.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36844.339844 Penalty: 591.343628
	Iteration 30F: 3 clusters Score -36844.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -29879.597656 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -29879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29421.757812 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -29421.76 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29558.730469 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -29558.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29622.207031 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -29622.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29649.544922 Penalty: 560.477661
	Iteration 3F: 3 clusters Score -29649.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29659.568359 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -29659.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29671.537109 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -29671.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29680.552734 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -29680.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29689.669922 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -29689.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29692.392578 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -29692.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29695.625000 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -29695.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29702.171875 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -29702.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29703.751953 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -29703.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29704.556641 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -29704.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29705.197266 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -29705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29705.197266 Penalty: 560.477661
	Iteration 14F: 3 clusters Score -29705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7743.944336 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7743.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7510.903320 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7510.903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7567.730957 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7567.731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7574.177734 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -7574.178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7576.140625 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7576.141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7576.140625 Penalty: 457.173126
	Iteration 4F: 3 clusters Score -7576.141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -6511.373535 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -6511.374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6325.442871 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -6325.443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6346.098633 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -6346.099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6347.958984 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -6347.959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6349.062012 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -6349.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6349.903809 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -6349.904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6351.627930 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -6351.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6354.085449 Penalty: 424.372986
	Iteration 6Q: 3 clusters Score -6354.085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6357.639648 Penalty: 424.372986
	Iteration 7Q: 3 clusters Score -6357.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6361.799805 Penalty: 424.372986
	Iteration 8Q: 3 clusters Score -6361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6363.195801 Penalty: 424.372986
	Iteration 9Q: 3 clusters Score -6363.196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6363.195801 Penalty: 424.372986
	Iteration 10F: 3 clusters Score -6363.196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1195.668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 12 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -689.062927 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -689.0629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 1F: 2 clusters Score -1195.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (93883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Entering Unmasked Estep 
Score: -5869160.000000 Penalty: 520.966125
	Iteration 0F: 2 clusters Score -5869160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -5807207.500000 Penalty: 1041.932251
	Iteration 0F: 3 clusters Score -5807208 nChanged 45493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -5835802.500000 Penalty: 1041.932251
	Iteration 1F: 3 clusters Score -5835802 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -5838843.500000 Penalty: 1041.932251
	Iteration 2F: 3 clusters Score -5838844 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -5843207.000000 Penalty: 1041.932251
	Iteration 3F: 3 clusters Score -5843207 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -5849003.500000 Penalty: 1041.932251
	Iteration 4F: 3 clusters Score -5849004 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -5855781.000000 Penalty: 1041.932251
	Iteration 5F: 3 clusters Score -5855781 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -5861469.500000 Penalty: 1041.932251
	Iteration 6F: 3 clusters Score -5861470 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -5865146.500000 Penalty: 1041.932251
	Iteration 7Q: 3 clusters Score -5865146 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -5867171.500000 Penalty: 1041.932251
	Iteration 8Q: 3 clusters Score -5867172 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -5868052.500000 Penalty: 1041.932251
	Iteration 9Q: 3 clusters Score -5868052 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -5868459.000000 Penalty: 1041.932251
	Iteration 10Q: 3 clusters Score -5868459 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -5868588.500000 Penalty: 1041.932251
	Iteration 11Q: 3 clusters Score -5868588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -5868649.500000 Penalty: 1041.932251
	Iteration 12Q: 3 clusters Score -5868650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -5868669.500000 Penalty: 1041.932251
	Iteration 13Q: 3 clusters Score -5868670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -5868692.000000 Penalty: 1041.932251
	Iteration 14Q: 3 clusters Score -5868692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93751 members 
Entering Unmasked Estep 
Score: -5868705.000000 Penalty: 1041.932251
	Iteration 15Q: 3 clusters Score -5868705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -5868701.500000 Penalty: 1041.932251
	Iteration 16Q: 3 clusters Score -5868702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -5868700.000000 Penalty: 1041.932251
	Iteration 17Q: 3 clusters Score -5868700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -5868709.000000 Penalty: 1041.932251
	Iteration 18Q: 3 clusters Score -5868709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -5868704.500000 Penalty: 1041.932251
	Iteration 19Q: 3 clusters Score -5868704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -5868707.500000 Penalty: 1041.932251
	Iteration 20F: 3 clusters Score -5868708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -5868712.000000 Penalty: 1041.932251
	Iteration 21Q: 3 clusters Score -5868712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -5868717.500000 Penalty: 1041.932251
	Iteration 22Q: 3 clusters Score -5868718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -5868716.000000 Penalty: 1041.932251
	Iteration 23Q: 3 clusters Score -5868716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -5868716.500000 Penalty: 1041.932251
	Iteration 24Q: 3 clusters Score -5868716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -5868719.500000 Penalty: 1041.932251
	Iteration 25Q: 3 clusters Score -5868720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -5868718.500000 Penalty: 1041.932251
	Iteration 26Q: 3 clusters Score -5868718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -5868720.500000 Penalty: 1041.932251
	Iteration 27Q: 3 clusters Score -5868720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -5868720.500000 Penalty: 1041.932251
	Iteration 28F: 3 clusters Score -5868720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -52754.218750 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -52754.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -52021.937500 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -52021.94 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -52234.242188 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -52234.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -52281.152344 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -52281.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -52312.671875 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -52312.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -52336.484375 Penalty: 617.693909
	Iteration 4Q: 3 clusters Score -52336.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -52368.253906 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -52368.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -52386.765625 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -52386.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -52403.121094 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -52403.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -52424.066406 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -52424.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -52439.355469 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -52439.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -52454.160156 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -52454.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -52464.253906 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -52464.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -52471.417969 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -52471.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -52480.769531 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -52480.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -52486.660156 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -52486.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -52487.882812 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -52487.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -52488.527344 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -52488.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -52488.527344 Penalty: 617.693909
	Iteration 17F: 3 clusters Score -52488.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13095.097656 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -13095.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12802.609375 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12802.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12868.173828 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12868.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12887.730469 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -12887.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12893.386719 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12893.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12898.159180 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12898.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12901.912109 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -12901.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12901.912109 Penalty: 476.998962
	Iteration 6F: 3 clusters Score -12901.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 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 131 members 
Entering Unmasked Estep 
Score: -14937.487305 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14937.49 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15033.796875 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15033.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15064.503906 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15064.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15081.892578 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -15081.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15099.183594 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15099.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15113.369141 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15113.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15135.165039 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15135.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15151.559570 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -15151.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15157.444336 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -15157.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15157.809570 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -15157.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15160.946289 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -15160.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15161.275391 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -15161.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15163.222656 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -15163.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15163.222656 Penalty: 510.461945
	Iteration 13F: 3 clusters Score -15163.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3431.031982 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3431.032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3468.290039 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -3468.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3593.415527 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3593.416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3615.375244 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3615.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3630.488037 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3630.488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3635.148682 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -3635.149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3636.587891 Penalty: 390.431824
	Iteration 4Q: 3 clusters Score -3636.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3636.587891 Penalty: 390.431824
	Iteration 5F: 3 clusters Score -3636.588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -36541.335938 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -36541.34 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 287 members 
Entering Unmasked Estep 
Score: -36009.890625 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -36009.89 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36133.660156 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -36133.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36196.882812 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -36196.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36242.082031 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -36242.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36261.933594 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -36261.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36290.074219 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -36290.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36304.644531 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -36304.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36337.738281 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -36337.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36358.171875 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -36358.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36369.910156 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -36369.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36381.136719 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -36381.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36389.757812 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -36389.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36400.085938 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -36400.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36411.687500 Penalty: 573.538330
	Iteration 13Q: 3 clusters Score -36411.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36431.519531 Penalty: 573.538330
	Iteration 14Q: 3 clusters Score -36431.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36440.273438 Penalty: 573.538330
	Iteration 15Q: 3 clusters Score -36440.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36451.628906 Penalty: 573.538330
	Iteration 16Q: 3 clusters Score -36451.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36458.015625 Penalty: 573.538330
	Iteration 17Q: 3 clusters Score -36458.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36462.156250 Penalty: 573.538330
	Iteration 18Q: 3 clusters Score -36462.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36466.007812 Penalty: 573.538330
	Iteration 19Q: 3 clusters Score -36466.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36467.183594 Penalty: 573.538330
	Iteration 20F: 3 clusters Score -36467.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36471.695312 Penalty: 573.538330
	Iteration 21Q: 3 clusters Score -36471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36473.316406 Penalty: 573.538330
	Iteration 22Q: 3 clusters Score -36473.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36474.945312 Penalty: 573.538330
	Iteration 23Q: 3 clusters Score -36474.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36474.945312 Penalty: 573.538330
	Iteration 24F: 3 clusters Score -36474.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9572.558594 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9572.559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9645.057617 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9645.058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9668.188477 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9668.188 nChanged 5
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: -9674.241211 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9674.241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9677.707031 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9677.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9678.490234 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9678.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9678.490234 Penalty: 479.842987
	Iteration 6F: 3 clusters Score -9678.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3110.018311 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3110.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2944.466064 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -2944.466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3026.591064 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -3026.591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3080.798340 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -3080.798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3123.710205 Penalty: 419.975952
	Iteration 3F: 3 clusters Score -3123.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3141.177490 Penalty: 419.975952
	Iteration 4Q: 3 clusters Score -3141.177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3214.484863 Penalty: 419.975952
	Iteration 5Q: 3 clusters Score -3214.485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3214.484863 Penalty: 419.975952
	Iteration 6F: 3 clusters Score -3214.485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 51 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 50 members 
Entering Unmasked Estep 
Score: -14141415.000000 Penalty: 62414.183594
Splitting cluster 82 changes total score from -14141644.000000 to -14141415.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -11561.210938 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -11561.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11309.481445 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -11309.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11387.873047 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -11387.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11412.722656 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -11412.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11429.861328 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -11429.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11434.243164 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -11434.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11438.124023 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -11438.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11441.984375 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -11441.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11448.997070 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -11449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11448.997070 Penalty: 464.641052
	Iteration 8F: 3 clusters Score -11449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -98419.820312 Penalty: 337.935059
	Iteration 0F: 2 clusters Score -98419.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -97175.132812 Penalty: 675.870117
	Iteration 0F: 3 clusters Score -97175.13 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -97593.835938 Penalty: 675.870117
	Iteration 1F: 3 clusters Score -97593.84 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -97664.687500 Penalty: 675.870117
	Iteration 2F: 3 clusters Score -97664.69 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -97729.593750 Penalty: 675.870117
	Iteration 3F: 3 clusters Score -97729.59 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -97776.390625 Penalty: 675.870117
	Iteration 4F: 3 clusters Score -97776.39 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97821.109375 Penalty: 675.870117
	Iteration 5Q: 3 clusters Score -97821.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -97867.351562 Penalty: 675.870117
	Iteration 6Q: 3 clusters Score -97867.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -97895.781250 Penalty: 675.870117
	Iteration 7Q: 3 clusters Score -97895.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -97922.125000 Penalty: 675.870117
	Iteration 8Q: 3 clusters Score -97922.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -97940.453125 Penalty: 675.870117
	Iteration 9Q: 3 clusters Score -97940.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -97964.546875 Penalty: 675.870117
	Iteration 10Q: 3 clusters Score -97964.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -97993.453125 Penalty: 675.870117
	Iteration 11Q: 3 clusters Score -97993.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -98010.328125 Penalty: 675.870117
	Iteration 12Q: 3 clusters Score -98010.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -98022.085938 Penalty: 675.870117
	Iteration 13Q: 3 clusters Score -98022.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -98032.007812 Penalty: 675.870117
	Iteration 14Q: 3 clusters Score -98032.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -98042.242188 Penalty: 675.870117
	Iteration 15Q: 3 clusters Score -98042.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98051.250000 Penalty: 675.870117
	Iteration 16Q: 3 clusters Score -98051.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98056.562500 Penalty: 675.870117
	Iteration 17Q: 3 clusters Score -98056.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -98061.390625 Penalty: 675.870117
	Iteration 18Q: 3 clusters Score -98061.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -98067.312500 Penalty: 675.870117
	Iteration 19Q: 3 clusters Score -98067.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -98070.656250 Penalty: 675.870117
	Iteration 20F: 3 clusters Score -98070.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -98072.937500 Penalty: 675.870117
	Iteration 21Q: 3 clusters Score -98072.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -98074.742188 Penalty: 675.870117
	Iteration 22Q: 3 clusters Score -98074.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -98075.921875 Penalty: 675.870117
	Iteration 23Q: 3 clusters Score -98075.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -98076.757812 Penalty: 675.870117
	Iteration 24Q: 3 clusters Score -98076.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98077.781250 Penalty: 675.870117
	Iteration 25Q: 3 clusters Score -98077.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -98078.554688 Penalty: 675.870117
	Iteration 26Q: 3 clusters Score -98078.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98079.382812 Penalty: 675.870117
	Iteration 27Q: 3 clusters Score -98079.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98079.796875 Penalty: 675.870117
	Iteration 28Q: 3 clusters Score -98079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -98081.085938 Penalty: 675.870117
	Iteration 29Q: 3 clusters Score -98081.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -98082.453125 Penalty: 675.870117
	Iteration 30Q: 3 clusters Score -98082.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98084.585938 Penalty: 675.870117
	Iteration 31Q: 3 clusters Score -98084.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -98086.734375 Penalty: 675.870117
	Iteration 32Q: 3 clusters Score -98086.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -98087.648438 Penalty: 675.870117
	Iteration 33Q: 3 clusters Score -98087.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -98088.140625 Penalty: 675.870117
	Iteration 34Q: 3 clusters Score -98088.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -98088.796875 Penalty: 675.870117
	Iteration 35Q: 3 clusters Score -98088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -98088.843750 Penalty: 675.870117
	Iteration 36Q: 3 clusters Score -98088.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -98088.820312 Penalty: 675.870117
	Iteration 37Q: 3 clusters Score -98088.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -98088.820312 Penalty: 675.870117
	Iteration 38F: 3 clusters Score -98088.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (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: -31463.062500 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -31463.06 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: -30941.707031 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -30941.71 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31062.226562 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -31062.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31095.500000 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -31095.5 nChanged 32
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: -31118.785156 Penalty: 572.532776
	Iteration 3F: 3 clusters Score -31118.79 nChanged 18
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: -31133.382812 Penalty: 572.532776
	Iteration 4Q: 3 clusters Score -31133.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31150.287109 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -31150.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31166.656250 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -31166.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31183.939453 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -31183.94 nChanged 15
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: -31196.917969 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -31196.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31211.910156 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -31211.91 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: -31248.816406 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -31248.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31287.152344 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -31287.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31338.886719 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -31338.89 nChanged 22
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: -31374.966797 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -31374.97 nChanged 21
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: -31414.535156 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -31414.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31445.144531 Penalty: 572.532776
	Iteration 15Q: 3 clusters Score -31445.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31451.482422 Penalty: 572.532776
	Iteration 16Q: 3 clusters Score -31451.48 nChanged 5
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: -31453.630859 Penalty: 572.532776
	Iteration 17Q: 3 clusters Score -31453.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31455.923828 Penalty: 572.532776
	Iteration 18Q: 3 clusters Score -31455.92 nChanged 3
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: -31458.341797 Penalty: 572.532776
	Iteration 19Q: 3 clusters Score -31458.34 nChanged 0
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: -31458.341797 Penalty: 572.532776
	Iteration 20F: 3 clusters Score -31458.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4696.226562 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4696.227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4507.458984 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4507.459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4536.116699 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4536.117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4552.626465 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4552.626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4557.648438 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4557.648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4558.516113 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -4558.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4561.262207 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -4561.262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4562.293457 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -4562.293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4562.293457 Penalty: 421.760345
	Iteration 7F: 3 clusters Score -4562.293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7941.916992 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7941.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7690.664062 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7690.664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7762.253418 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7762.253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7787.492676 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7787.493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7810.406250 Penalty: 445.703430
	Iteration 3F: 3 clusters Score -7810.406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7829.123535 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7829.124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7870.848145 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7870.848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7892.376953 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7892.377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7908.419434 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7908.419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7917.229980 Penalty: 445.703430
	Iteration 8Q: 3 clusters Score -7917.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7930.427734 Penalty: 445.703430
	Iteration 9Q: 3 clusters Score -7930.428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7934.650879 Penalty: 445.703430
	Iteration 10Q: 3 clusters Score -7934.651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7938.769531 Penalty: 445.703430
	Iteration 11Q: 3 clusters Score -7938.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7938.769531 Penalty: 445.703430
	Iteration 12F: 3 clusters Score -7938.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29393.480469 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29393.48 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29518.291016 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29518.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29549.673828 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29549.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29574.974609 Penalty: 562.945007
	Iteration 3Q: 3 clusters Score -29574.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29601.205078 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29601.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29625.490234 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29625.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29643.527344 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29643.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29654.007812 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29654.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29665.474609 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29665.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29670.759766 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29670.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29675.927734 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29675.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29680.058594 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29680.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29688.310547 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29688.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29700.779297 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29700.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29712.353516 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29712.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29721.679688 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29721.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29724.828125 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29724.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29731.681641 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29731.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29739.105469 Penalty: 562.945007
	Iteration 18Q: 3 clusters Score -29739.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29747.414062 Penalty: 562.945007
	Iteration 19Q: 3 clusters Score -29747.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29755.343750 Penalty: 562.945007
	Iteration 20F: 3 clusters Score -29755.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29762.298828 Penalty: 562.945007
	Iteration 21Q: 3 clusters Score -29762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29770.451172 Penalty: 562.945007
	Iteration 22Q: 3 clusters Score -29770.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29773.232422 Penalty: 562.945007
	Iteration 23Q: 3 clusters Score -29773.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29773.562500 Penalty: 562.945007
	Iteration 24Q: 3 clusters Score -29773.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29773.562500 Penalty: 562.945007
	Iteration 25F: 3 clusters Score -29773.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5006.084473 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5006.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4781.844727 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4781.845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4839.077637 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4839.078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4852.302734 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4852.303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4854.549316 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -4854.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4854.549316 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -4854.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12450.591797 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12450.59 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 101 members 
Entering Unmasked Estep 
Score: -12180.099609 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12180.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12235.417969 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12235.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12251.463867 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12251.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4624.082520 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4624.083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4652.646484 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4652.646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4679.366211 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -4679.366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4688.726562 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4688.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4688.726562 Penalty: 410.488220
	Iteration 4F: 3 clusters Score -4688.727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -12696.227539 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -12696.23 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 112 members 
Entering Unmasked Estep 
Score: -12397.124023 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -12397.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12517.873047 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -12517.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12549.963867 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -12549.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12581.534180 Penalty: 489.989075
	Iteration 3F: 3 clusters Score -12581.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12588.227539 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -12588.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12589.323242 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -12589.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12589.796875 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -12589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12589.796875 Penalty: 489.989075
	Iteration 7F: 3 clusters Score -12589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2039.225098 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2039.225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2051.802246 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2051.802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2055.931641 Penalty: 357.796143
	Iteration 2Q: 3 clusters Score -2055.932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2055.931641 Penalty: 357.796143
	Iteration 3F: 3 clusters Score -2055.932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2838.082031 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2838.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2708.587646 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2708.588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2754.621094 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2754.621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2875.385498 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2875.385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -2893.359619 Penalty: 367.917664
	Iteration 3F: 3 clusters Score -2893.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 41 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 16 members 
Entering Unmasked Estep 
Score: -14141339.000000 Penalty: 62414.183594
Splitting cluster 94 changes total score from -14141644.000000 to -14141339.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 95 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4555.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4505.836426 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4505.836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -4568.894043 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4568.894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -4603.208008 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -4603.208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -4618.618164 Penalty: 395.286285
	Iteration 3Q: 3 clusters Score -4618.618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -4618.618164 Penalty: 395.286285
	Iteration 4F: 3 clusters Score -4618.618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 63 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 14 members 
Entering Unmasked Estep 
Score: -14141362.000000 Penalty: 62414.183594
Splitting cluster 95 changes total score from -14141644.000000 to -14141362.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -43861.996094 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -43862 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 292 members 
Entering Unmasked Estep 
Score: -43285.324219 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -43285.32 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43453.894531 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -43453.89 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43497.035156 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -43497.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43517.894531 Penalty: 585.980835
	Iteration 3Q: 3 clusters Score -43517.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43527.507812 Penalty: 585.980835
	Iteration 4Q: 3 clusters Score -43527.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43536.488281 Penalty: 585.980835
	Iteration 5Q: 3 clusters Score -43536.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43546.500000 Penalty: 585.980835
	Iteration 6Q: 3 clusters Score -43546.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43558.550781 Penalty: 585.980835
	Iteration 7Q: 3 clusters Score -43558.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43573.570312 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -43573.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43594.640625 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -43594.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43613.136719 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -43613.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43629.558594 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -43629.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43651.468750 Penalty: 585.980835
	Iteration 12Q: 3 clusters Score -43651.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43678.507812 Penalty: 585.980835
	Iteration 13Q: 3 clusters Score -43678.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43698.371094 Penalty: 585.980835
	Iteration 14Q: 3 clusters Score -43698.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43722.839844 Penalty: 585.980835
	Iteration 15Q: 3 clusters Score -43722.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43732.492188 Penalty: 585.980835
	Iteration 16Q: 3 clusters Score -43732.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43738.011719 Penalty: 585.980835
	Iteration 17Q: 3 clusters Score -43738.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43740.507812 Penalty: 585.980835
	Iteration 18Q: 3 clusters Score -43740.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43742.222656 Penalty: 585.980835
	Iteration 19Q: 3 clusters Score -43742.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43743.222656 Penalty: 585.980835
	Iteration 20F: 3 clusters Score -43743.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43743.648438 Penalty: 585.980835
	Iteration 21Q: 3 clusters Score -43743.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43745.246094 Penalty: 585.980835
	Iteration 22Q: 3 clusters Score -43745.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43746.402344 Penalty: 585.980835
	Iteration 23Q: 3 clusters Score -43746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43746.781250 Penalty: 585.980835
	Iteration 24Q: 3 clusters Score -43746.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43746.781250 Penalty: 585.980835
	Iteration 25F: 3 clusters Score -43746.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -18900.324219 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -18900.32 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 146 members 
Entering Unmasked Estep 
Score: -18551.560547 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -18551.56 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18641.011719 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -18641.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18667.031250 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -18667.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18681.082031 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -18681.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18696.740234 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -18696.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18710.929688 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -18710.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18720.203125 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -18720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18723.048828 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -18723.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18725.480469 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -18725.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18730.242188 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -18730.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18732.398438 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -18732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18733.031250 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -18733.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18733.031250 Penalty: 515.644836
	Iteration 12F: 3 clusters Score -18733.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -36826.085938 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -36826.09 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 327 members 
Entering Unmasked Estep 
Score: -36251.671875 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -36251.67 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36433.902344 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -36433.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36472.421875 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -36472.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36481.656250 Penalty: 593.376526
	Iteration 3Q: 3 clusters Score -36481.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36492.085938 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -36492.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36502.878906 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -36502.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36513.593750 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -36513.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36524.027344 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -36524.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36534.613281 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -36534.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -36541.441406 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -36541.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36546.332031 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -36546.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36550.093750 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -36550.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36555.957031 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -36555.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36557.718750 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -36557.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36558.468750 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -36558.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -36559.035156 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -36559.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36561.035156 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -36561.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36563.210938 Penalty: 593.376526
	Iteration 17Q: 3 clusters Score -36563.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -36565.710938 Penalty: 593.376526
	Iteration 18Q: 3 clusters Score -36565.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36567.582031 Penalty: 593.376526
	Iteration 19Q: 3 clusters Score -36567.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -36570.214844 Penalty: 593.376526
	Iteration 20F: 3 clusters Score -36570.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36572.250000 Penalty: 593.376526
	Iteration 21Q: 3 clusters Score -36572.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -36573.230469 Penalty: 593.376526
	Iteration 22Q: 3 clusters Score -36573.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -36575.550781 Penalty: 593.376526
	Iteration 23Q: 3 clusters Score -36575.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36576.289062 Penalty: 593.376526
	Iteration 24Q: 3 clusters Score -36576.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36576.289062 Penalty: 593.376526
	Iteration 25F: 3 clusters Score -36576.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16359.603516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16021.579102 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16021.58 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16116.155273 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16116.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16129.512695 Penalty: 520.249512
	Iteration 2Q: 3 clusters Score -16129.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16136.661133 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16136.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16143.012695 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16143.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16144.933594 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16144.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16146.685547 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16146.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16153.599609 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16162.773438 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16162.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16179.922852 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16179.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16203.339844 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16203.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16250.442383 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16250.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16271.129883 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16271.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16292.180664 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16292.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16310.872070 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -16310.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16327.460938 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -16327.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16329.292969 Penalty: 520.249512
	Iteration 16Q: 3 clusters Score -16329.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16329.596680 Penalty: 520.249512
	Iteration 17Q: 3 clusters Score -16329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16329.596680 Penalty: 520.249512
	Iteration 18F: 3 clusters Score -16329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13478.219727 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13478.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13182.354492 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13182.35 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13338.384766 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13338.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13410.456055 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13410.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13530.583008 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -13530.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13601.530273 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -13601.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13640.919922 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -13640.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13666.829102 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13666.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13670.238281 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13670.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13671.717773 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13671.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13673.032227 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13673.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13673.032227 Penalty: 512.765869
	Iteration 10F: 3 clusters Score -13673.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 149 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 131 members 
Entering Unmasked Estep 
Score: -14141555.000000 Penalty: 62414.183594
Splitting cluster 100 changes total score from -14141644.000000 to -14141555.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 101 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16909.335938 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -16909.34 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 119 members 
Entering Unmasked Estep 
Score: -16561.212891 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -16561.21 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16636.707031 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -16636.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16673.080078 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -16673.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16699.318359 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -16699.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16720.484375 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -16720.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16740.117188 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -16740.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16759.964844 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -16759.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16771.292969 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -16771.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16778.486328 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -16778.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16781.789062 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -16781.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16790.349609 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -16790.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16799.191406 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -16799.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16805.076172 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -16805.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16810.923828 Penalty: 508.098145
	Iteration 13Q: 3 clusters Score -16810.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16815.773438 Penalty: 508.098145
	Iteration 14Q: 3 clusters Score -16815.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16815.773438 Penalty: 508.098145
	Iteration 15F: 3 clusters Score -16815.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4579.464844 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4579.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4387.171387 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4387.171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4436.216309 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4436.216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4444.593262 Penalty: 416.298676
	Iteration 2Q: 3 clusters Score -4444.593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4447.931641 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -4447.932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4452.150391 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4452.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4452.150391 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -4452.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -49249.890625 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -49249.89 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 324 members 
Entering Unmasked Estep 
Score: -48653.199219 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -48653.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48801.835938 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -48801.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48836.238281 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -48836.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48856.062500 Penalty: 591.343628
	Iteration 3Q: 3 clusters Score -48856.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48867.261719 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -48867.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -48893.976562 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -48893.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48912.468750 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -48912.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48921.699219 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -48921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48926.234375 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -48926.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48932.078125 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -48932.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48940.660156 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -48940.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48949.734375 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -48949.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48963.957031 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -48963.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48975.417969 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -48975.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48992.066406 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -48992.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49041.140625 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -49041.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49088.371094 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -49088.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49118.527344 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -49118.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49138.101562 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -49138.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49143.980469 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -49143.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49149.148438 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -49149.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49157.960938 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -49157.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49162.550781 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -49162.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49165.644531 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -49165.64 nChanged 4
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: -49167.765625 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -49167.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49170.746094 Penalty: 591.343628
	Iteration 25Q: 3 clusters Score -49170.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49175.343750 Penalty: 591.343628
	Iteration 26Q: 3 clusters Score -49175.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49177.996094 Penalty: 591.343628
	Iteration 27Q: 3 clusters Score -49178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49180.007812 Penalty: 591.343628
	Iteration 28Q: 3 clusters Score -49180.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49182.484375 Penalty: 591.343628
	Iteration 29Q: 3 clusters Score -49182.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49185.488281 Penalty: 591.343628
	Iteration 30Q: 3 clusters Score -49185.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49185.812500 Penalty: 591.343628
	Iteration 31Q: 3 clusters Score -49185.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49185.812500 Penalty: 591.343628
	Iteration 32F: 3 clusters Score -49185.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12001.575195 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12001.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11705.771484 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11705.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11821.317383 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11821.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11881.553711 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11881.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11910.804688 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -11910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11926.090820 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -11926.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11939.113281 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -11939.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11956.117188 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -11956.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11960.366211 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -11960.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11960.788086 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -11960.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11960.788086 Penalty: 502.816223
	Iteration 9F: 3 clusters Score -11960.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6005.026367 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6005.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5805.303711 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5805.304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5872.652344 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5872.652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5885.501465 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -5885.501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5891.334961 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5891.335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5894.498535 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -5894.499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5896.577637 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5896.578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5906.574707 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -5906.575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5913.427734 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -5913.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5913.427734 Penalty: 441.534760
	Iteration 8F: 3 clusters Score -5913.428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -23227.230469 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -23227.23 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 199 members 
Entering Unmasked Estep 
Score: -22829.658203 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -22829.66 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22985.906250 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -22985.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23068.640625 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -23068.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23090.587891 Penalty: 544.538208
	Iteration 3Q: 3 clusters Score -23090.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23108.376953 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -23108.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23135.216797 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -23135.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23160.332031 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -23160.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23172.187500 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -23172.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23182.369141 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -23182.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23198.654297 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -23198.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23213.625000 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -23213.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23240.039062 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -23240.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23252.833984 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -23252.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23264.923828 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -23264.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23275.019531 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -23275.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23278.277344 Penalty: 544.538208
	Iteration 15Q: 3 clusters Score -23278.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23281.044922 Penalty: 544.538208
	Iteration 16Q: 3 clusters Score -23281.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23283.634766 Penalty: 544.538208
	Iteration 17Q: 3 clusters Score -23283.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23293.919922 Penalty: 544.538208
	Iteration 18Q: 3 clusters Score -23293.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23302.011719 Penalty: 544.538208
	Iteration 19Q: 3 clusters Score -23302.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23307.335938 Penalty: 544.538208
	Iteration 20F: 3 clusters Score -23307.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23308.839844 Penalty: 544.538208
	Iteration 21Q: 3 clusters Score -23308.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23310.542969 Penalty: 544.538208
	Iteration 22Q: 3 clusters Score -23310.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23314.765625 Penalty: 544.538208
	Iteration 23Q: 3 clusters Score -23314.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23319.396484 Penalty: 544.538208
	Iteration 24Q: 3 clusters Score -23319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23319.529297 Penalty: 544.538208
	Iteration 25Q: 3 clusters Score -23319.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23319.529297 Penalty: 544.538208
	Iteration 26F: 3 clusters Score -23319.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 196 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 201 members 
Entering Unmasked Estep 
Score: -14141468.000000 Penalty: 62414.183594
Splitting cluster 106 changes total score from -14141644.000000 to -14141468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 107 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -4643.028320 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -4643.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4470.126953 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4470.127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4570.583008 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4570.583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4599.925293 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -4599.925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4615.738770 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -4615.739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4647.474609 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -4647.475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4662.479004 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -4662.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4665.426758 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -4665.427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4667.605469 Penalty: 444.334991
	Iteration 7F: 3 clusters Score -4667.605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4692.718750 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -4692.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4702.559082 Penalty: 444.334991
	Iteration 9Q: 3 clusters Score -4702.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4702.559082 Penalty: 444.334991
	Iteration 10F: 3 clusters Score -4702.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 93 members 
Entering Unmasked Estep 
Score: -14141384.000000 Penalty: 62414.183594
Splitting cluster 107 changes total score from -14141644.000000 to -14141384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 108 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -33202.074219 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -33202.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32743.181641 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -32743.18 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32829.109375 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -32829.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32867.851562 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -32867.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32903.472656 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -32903.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32928.667969 Penalty: 553.896484
	Iteration 4F: 3 clusters Score -32928.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32939.312500 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -32939.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32961.148438 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -32961.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32982.019531 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -32982.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32992.832031 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -32992.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33000.574219 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -33000.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33005.742188 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -33005.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33009.121094 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -33009.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33009.121094 Penalty: 553.896484
	Iteration 12F: 3 clusters Score -33009.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5971.211914 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5971.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5757.842285 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5757.842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5833.696777 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5833.697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5867.490234 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5867.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5882.716797 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5882.717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5900.520508 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5900.521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5913.049316 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -5913.049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5917.800293 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -5917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5928.553223 Penalty: 429.383392
	Iteration 7Q: 3 clusters Score -5928.553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5942.917969 Penalty: 429.383392
	Iteration 8Q: 3 clusters Score -5942.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5942.917969 Penalty: 429.383392
	Iteration 9F: 3 clusters Score -5942.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -16477.615234 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -16477.62 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 116 members 
Entering Unmasked Estep 
Score: -16181.242188 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -16181.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16246.903320 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -16246.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16254.930664 Penalty: 489.989075
	Iteration 2Q: 3 clusters Score -16254.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16259.300781 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -16259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16260.615234 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -16260.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16260.615234 Penalty: 489.989075
	Iteration 5F: 3 clusters Score -16260.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9682 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39391 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141661.000000 Penalty: 61851.894531
Iteration 279Q: 111 clusters Score -1.414166e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9680 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39377 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15564 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93898 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1681 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141651.000000 Penalty: 61851.894531
Iteration 280F: 111 clusters Score -1.414165e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39364 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15563 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93918 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1680 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141637.000000 Penalty: 61851.894531
Iteration 281Q: 111 clusters Score -1.414164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9663 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39362 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15566 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93929 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1679 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141638.000000 Penalty: 61851.894531
Iteration 282Q: 111 clusters Score -1.414164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9656 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39354 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15569 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93942 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1678 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141641.000000 Penalty: 61851.894531
Iteration 283Q: 111 clusters Score -1.414164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9651 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39341 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15570 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93959 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1678 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141641.000000 Penalty: 61851.894531
Iteration 284Q: 111 clusters Score -1.414164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39335 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15572 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93970 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1678 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141637.000000 Penalty: 61851.894531
Iteration 285Q: 111 clusters Score -1.414164e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39329 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15576 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93979 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1676 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141652.000000 Penalty: 61851.894531
Iteration 286Q: 111 clusters Score -1.414165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9635 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39317 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15585 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93986 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1676 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141651.000000 Penalty: 61851.894531
Iteration 287Q: 111 clusters Score -1.414165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9628 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39310 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15591 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 93995 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1675 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141643.000000 Penalty: 61851.894531
Iteration 288Q: 111 clusters Score -1.414164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9619 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39305 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15594 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94009 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1672 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141636.000000 Penalty: 61851.894531
Iteration 289Q: 111 clusters Score -1.414164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9610 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39296 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15598 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94026 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1669 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141631.000000 Penalty: 61851.894531
Iteration 290Q: 111 clusters Score -1.414163e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39289 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15601 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94044 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1665 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141629.000000 Penalty: 61851.894531
Iteration 291Q: 111 clusters Score -1.414163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39278 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15606 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94060 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1665 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141627.000000 Penalty: 61851.894531
Iteration 292Q: 111 clusters Score -1.414163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39270 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15609 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94078 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1664 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141638.000000 Penalty: 61851.894531
Iteration 293Q: 111 clusters Score -1.414164e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9572 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39254 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15614 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94097 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1662 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141620.000000 Penalty: 61851.894531
Iteration 294Q: 111 clusters Score -1.414162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9568 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39234 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15618 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94117 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1662 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141613.000000 Penalty: 61851.894531
Iteration 295Q: 111 clusters Score -1.414161e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9564 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39217 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15621 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94137 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1660 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141623.000000 Penalty: 61851.894531
Iteration 296Q: 111 clusters Score -1.414162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39212 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1904 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15621 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94150 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1660 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141617.000000 Penalty: 61851.894531
Iteration 297Q: 111 clusters Score -1.414162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9549 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39202 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1905 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15625 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94161 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1661 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141615.000000 Penalty: 61851.894531
Iteration 298Q: 111 clusters Score -1.414162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9545 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39191 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1906 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15626 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94174 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1661 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141606.000000 Penalty: 61851.894531
Iteration 299Q: 111 clusters Score -1.414161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9542 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39179 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1906 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15627 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94188 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1661 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141605.000000 Penalty: 61851.894531
Iteration 300F: 111 clusters Score -1.41416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39165 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1906 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15626 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94204 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1661 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141611.000000 Penalty: 61851.894531
Iteration 301Q: 111 clusters Score -1.414161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39152 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1906 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15628 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94215 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1661 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141614.000000 Penalty: 61851.894531
Iteration 302Q: 111 clusters Score -1.414161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39137 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1906 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15628 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94230 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1661 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141608.000000 Penalty: 61851.894531
Iteration 303Q: 111 clusters Score -1.414161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39125 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15631 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94239 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1660 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141594.000000 Penalty: 61851.894531
Iteration 304Q: 111 clusters Score -1.414159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9540 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39119 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15636 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94243 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1659 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141594.000000 Penalty: 61851.894531
Iteration 305Q: 111 clusters Score -1.414159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9539 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39109 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15643 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94248 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1658 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141598.000000 Penalty: 61851.894531
Iteration 306Q: 111 clusters Score -1.41416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9535 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39104 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15648 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94253 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1657 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141587.000000 Penalty: 61851.894531
Iteration 307Q: 111 clusters Score -1.414159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9534 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39103 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15649 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94255 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1655 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141585.000000 Penalty: 61851.894531
Iteration 308Q: 111 clusters Score -1.414158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9531 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39097 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15653 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94260 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1655 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141604.000000 Penalty: 61851.894531
Iteration 309Q: 111 clusters Score -1.41416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9527 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39093 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15656 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94266 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141603.000000 Penalty: 61851.894531
Iteration 310Q: 111 clusters Score -1.41416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39086 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15662 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94271 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141602.000000 Penalty: 61851.894531
Iteration 311Q: 111 clusters Score -1.41416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39081 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15667 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94276 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141606.000000 Penalty: 61851.894531
Iteration 312Q: 111 clusters Score -1.414161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9515 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39072 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15669 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94286 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141600.000000 Penalty: 61851.894531
Iteration 313Q: 111 clusters Score -1.41416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9511 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39068 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15669 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94293 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141606.000000 Penalty: 61851.894531
Iteration 314Q: 111 clusters Score -1.414161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9507 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39068 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15669 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94297 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141608.000000 Penalty: 61851.894531
Iteration 315Q: 111 clusters Score -1.414161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39066 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15671 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94299 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141607.000000 Penalty: 61851.894531
Iteration 316Q: 111 clusters Score -1.414161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39061 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15673 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94302 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141596.000000 Penalty: 61851.894531
Iteration 317Q: 111 clusters Score -1.41416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39056 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15676 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94304 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141595.000000 Penalty: 61851.894531
Iteration 318Q: 111 clusters Score -1.41416e+07 nChanged 4
Entering ConstructFrom: 
Score: -14141595.000000 Penalty: 61851.894531
Entering ConstructFrom: 
Trying to split cluster 1 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -20777.886719 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -20777.89 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 145 members 
Entering Unmasked Estep 
Score: -20432.486328 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -20432.49 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20520.519531 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -20520.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20578.427734 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -20578.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20620.408203 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -20620.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20639.785156 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -20639.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20650.443359 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -20650.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20659.023438 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -20659.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20665.009766 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -20665.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20671.666016 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -20671.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20675.207031 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -20675.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20676.488281 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -20676.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20676.947266 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -20676.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20677.390625 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -20677.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20677.390625 Penalty: 518.435486
	Iteration 13F: 3 clusters Score -20677.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11765.740234 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11765.74 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11894.216797 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11894.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11941.612305 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11941.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11965.978516 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11965.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11996.558594 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11996.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12002.885742 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12002.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12004.760742 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12004.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12010.393555 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12010.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12017.451172 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12017.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12030.845703 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -12030.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12048.928711 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -12048.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12059.898438 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -12059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12072.143555 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -12072.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12073.525391 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -12073.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12073.525391 Penalty: 494.468689
	Iteration 14F: 3 clusters Score -12073.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 118 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 111 members 
Entering Unmasked Estep 
Score: -14141285.000000 Penalty: 62414.183594
Splitting cluster 2 changes total score from -14141595.000000 to -14141285.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4461.544922 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4461.545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4314.036621 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4314.037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4483.962402 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4483.962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4528.177734 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4528.178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4541.617676 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4541.618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4545.019531 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4545.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4549.452637 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4549.453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4554.520508 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -4554.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4554.520508 Penalty: 447.051605
	Iteration 7F: 3 clusters Score -4554.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 74 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 62 members 
Entering Unmasked Estep 
Score: -14141345.000000 Penalty: 62414.183594
Splitting cluster 3 changes total score from -14141595.000000 to -14141345.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -37363.175781 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -37363.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36885.554688 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -36885.55 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37141.515625 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -37141.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37281.449219 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -37281.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37331.089844 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -37331.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37356.710938 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -37356.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37368.179688 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -37368.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37371.273438 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -37371.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37372.394531 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -37372.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37372.394531 Penalty: 563.876404
	Iteration 8F: 3 clusters Score -37372.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 128 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 363 members 
Entering Unmasked Estep 
Score: -14141319.000000 Penalty: 62414.183594
Splitting cluster 4 changes total score from -14141595.000000 to -14141319.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -45613.449219 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -45613.45 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 424 members 
Entering Unmasked Estep 
Score: -44933.382812 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -44933.38 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45147.617188 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -45147.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -45214.949219 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -45214.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -45281.257812 Penalty: 611.978088
	Iteration 3F: 3 clusters Score -45281.26 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -45347.371094 Penalty: 611.978088
	Iteration 4F: 3 clusters Score -45347.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -45387.269531 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -45387.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -45421.007812 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -45421.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -45438.675781 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -45438.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -45446.988281 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -45446.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -45451.097656 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -45451.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -45454.503906 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -45454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45455.191406 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -45455.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -45455.605469 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -45455.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45455.832031 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -45455.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -45455.832031 Penalty: 611.978088
	Iteration 14F: 3 clusters Score -45455.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Entering Unmasked Estep 
Score: -573254.375000 Penalty: 416.765381
	Iteration 0F: 2 clusters Score -573254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -566888.562500 Penalty: 833.530762
	Iteration 0F: 3 clusters Score -566888.6 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -569727.562500 Penalty: 833.530762
	Iteration 1F: 3 clusters Score -569727.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -570144.562500 Penalty: 833.530762
	Iteration 2F: 3 clusters Score -570144.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -570619.250000 Penalty: 833.530762
	Iteration 3F: 3 clusters Score -570619.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -571100.250000 Penalty: 833.530762
	Iteration 4F: 3 clusters Score -571100.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -571389.937500 Penalty: 833.530762
	Iteration 5Q: 3 clusters Score -571389.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -571517.125000 Penalty: 833.530762
	Iteration 6Q: 3 clusters Score -571517.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -571587.625000 Penalty: 833.530762
	Iteration 7Q: 3 clusters Score -571587.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -571659.937500 Penalty: 833.530762
	Iteration 8Q: 3 clusters Score -571659.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -571744.250000 Penalty: 833.530762
	Iteration 9Q: 3 clusters Score -571744.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -571847.437500 Penalty: 833.530762
	Iteration 10Q: 3 clusters Score -571847.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -571987.625000 Penalty: 833.530762
	Iteration 11Q: 3 clusters Score -571987.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -572172.687500 Penalty: 833.530762
	Iteration 12Q: 3 clusters Score -572172.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -572365.000000 Penalty: 833.530762
	Iteration 13Q: 3 clusters Score -572365 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -572556.875000 Penalty: 833.530762
	Iteration 14Q: 3 clusters Score -572556.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -572716.750000 Penalty: 833.530762
	Iteration 15Q: 3 clusters Score -572716.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -572838.625000 Penalty: 833.530762
	Iteration 16Q: 3 clusters Score -572838.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -572912.000000 Penalty: 833.530762
	Iteration 17Q: 3 clusters Score -572912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -572962.812500 Penalty: 833.530762
	Iteration 18Q: 3 clusters Score -572962.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -572984.687500 Penalty: 833.530762
	Iteration 19Q: 3 clusters Score -572984.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -573010.437500 Penalty: 833.530762
	Iteration 20F: 3 clusters Score -573010.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -573027.500000 Penalty: 833.530762
	Iteration 21Q: 3 clusters Score -573027.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -573034.562500 Penalty: 833.530762
	Iteration 22Q: 3 clusters Score -573034.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -573036.312500 Penalty: 833.530762
	Iteration 23Q: 3 clusters Score -573036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -573039.500000 Penalty: 833.530762
	Iteration 24Q: 3 clusters Score -573039.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -573038.187500 Penalty: 833.530762
	Iteration 25Q: 3 clusters Score -573038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -573038.687500 Penalty: 833.530762
	Iteration 26Q: 3 clusters Score -573038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -573037.500000 Penalty: 833.530762
	Iteration 27Q: 3 clusters Score -573037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -573038.062500 Penalty: 833.530762
	Iteration 28Q: 3 clusters Score -573038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -573038.062500 Penalty: 833.530762
	Iteration 29F: 3 clusters Score -573038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -177225.125000 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -177225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -175657.171875 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -175657.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -176193.250000 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -176193.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -176294.421875 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -176294.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -176413.578125 Penalty: 698.685608
	Iteration 3F: 3 clusters Score -176413.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -176547.250000 Penalty: 698.685608
	Iteration 4F: 3 clusters Score -176547.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -176684.140625 Penalty: 698.685608
	Iteration 5F: 3 clusters Score -176684.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -176797.171875 Penalty: 698.685608
	Iteration 6F: 3 clusters Score -176797.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -176909.765625 Penalty: 698.685608
	Iteration 7F: 3 clusters Score -176909.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -176989.531250 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -176989.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -177028.921875 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -177028.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -177051.484375 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -177051.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177060.484375 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -177060.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177065.359375 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -177065.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -177067.906250 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -177067.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177074.250000 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -177074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -177078.562500 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -177078.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -177081.687500 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -177081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177083.296875 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -177083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -177084.156250 Penalty: 698.685608
	Iteration 18Q: 3 clusters Score -177084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -177085.265625 Penalty: 698.685608
	Iteration 19Q: 3 clusters Score -177085.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177086.375000 Penalty: 698.685608
	Iteration 20F: 3 clusters Score -177086.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -177087.671875 Penalty: 698.685608
	Iteration 21Q: 3 clusters Score -177087.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -177089.140625 Penalty: 698.685608
	Iteration 22Q: 3 clusters Score -177089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -177089.640625 Penalty: 698.685608
	Iteration 23Q: 3 clusters Score -177089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177089.609375 Penalty: 698.685608
	Iteration 24Q: 3 clusters Score -177089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177089.609375 Penalty: 698.685608
	Iteration 25F: 3 clusters Score -177089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28358.257812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27879.916016 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27879.92 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27959.310547 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -27959.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27992.126953 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -27992.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28005.078125 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -28005.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28017.177734 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -28017.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28023.923828 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28023.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28028.531250 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -28028.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28033.412109 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -28033.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28039.556641 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -28039.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28048.660156 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -28048.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28052.251953 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -28052.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28053.939453 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -28053.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28054.201172 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -28054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28054.529297 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -28054.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28055.189453 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -28055.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28055.775391 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -28055.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28055.775391 Penalty: 558.729492
	Iteration 16F: 3 clusters Score -28055.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7301.912598 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7301.913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7080.789551 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7080.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7160.020996 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7160.021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7167.844238 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7167.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7171.771484 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7171.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7171.771484 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -7171.771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -30106.638672 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -30106.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29630.035156 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -29630.04 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29770.490234 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -29770.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29790.876953 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -29790.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29802.410156 Penalty: 562.003906
	Iteration 3Q: 3 clusters Score -29802.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29815.103516 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -29815.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29824.845703 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -29824.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29841.367188 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -29841.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -29859.736328 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -29859.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29869.318359 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -29869.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29874.312500 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -29874.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29876.509766 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -29876.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29877.103516 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -29877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29877.458984 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -29877.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29878.230469 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -29878.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29878.615234 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -29878.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -29879.017578 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -29879.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29879.126953 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -29879.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29879.126953 Penalty: 562.003906
	Iteration 17F: 3 clusters Score -29879.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -18147.382812 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18147.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17778.333984 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17778.33 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17987.250000 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17987.25 nChanged 39
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: -18054.496094 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -18054.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18102.246094 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -18102.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18140.242188 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -18140.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18162.224609 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -18162.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18173.214844 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18173.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18175.929688 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18175.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18175.929688 Penalty: 534.873962
	Iteration 8F: 3 clusters Score -18175.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 65 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 292 members 
Entering Unmasked Estep 
Score: -14141326.000000 Penalty: 62414.183594
Splitting cluster 11 changes total score from -14141595.000000 to -14141326.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 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 207 members 
Entering Unmasked Estep 
Score: -21432.970703 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21432.97 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21526.212891 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21526.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21547.001953 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21551.470703 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21551.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21559.500000 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21559.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21571.216797 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21571.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21581.625000 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21581.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21595.607422 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21595.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21606.884766 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21606.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21615.425781 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21615.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21619.007812 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21619.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21622.630859 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21622.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21627.841797 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -21627.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21629.347656 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -21629.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21631.277344 Penalty: 542.685730
	Iteration 14Q: 3 clusters Score -21631.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21636.990234 Penalty: 542.685730
	Iteration 15Q: 3 clusters Score -21636.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21638.171875 Penalty: 542.685730
	Iteration 16Q: 3 clusters Score -21638.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21638.417969 Penalty: 542.685730
	Iteration 17Q: 3 clusters Score -21638.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21638.417969 Penalty: 542.685730
	Iteration 18F: 3 clusters Score -21638.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4063.843750 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4063.844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4118.335449 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4118.335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4131.243164 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4131.243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4141.996094 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4141.996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4151.698242 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -4151.698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4151.698242 Penalty: 399.894867
	Iteration 5F: 3 clusters Score -4151.698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10212.807617 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10212.81 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 100 members 
Entering Unmasked Estep 
Score: -9941.847656 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9941.848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10009.951172 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10009.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10032.317383 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10032.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10046.062500 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -10046.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10078.816406 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10078.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10103.171875 Penalty: 481.690735
	Iteration 5F: 3 clusters Score -10103.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10119.878906 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10119.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10135.998047 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10153.040039 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10153.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10161.554688 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -10161.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10162.766602 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -10162.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10164.594727 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -10164.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10175.629883 Penalty: 481.690735
	Iteration 12Q: 3 clusters Score -10175.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10177.727539 Penalty: 481.690735
	Iteration 13Q: 3 clusters Score -10177.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10177.727539 Penalty: 481.690735
	Iteration 14F: 3 clusters Score -10177.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -18385.521484 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -18385.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18038.138672 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18038.14 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18098.566406 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18098.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18120.791016 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18120.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18131.548828 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -18131.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18134.695312 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -18134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18136.830078 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -18136.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18137.681641 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -18137.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18138.820312 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -18138.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18139.339844 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -18139.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18139.339844 Penalty: 514.056702
	Iteration 9F: 3 clusters Score -18139.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25020.027344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25020.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24583.474609 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24583.47 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24713.394531 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24713.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24758.732422 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24758.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24774.117188 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -24774.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24791.412109 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24791.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24799.580078 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24799.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24804.464844 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24804.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24809.921875 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24809.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -24812.957031 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24812.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24817.058594 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24817.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24822.414062 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24822.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24827.302734 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -24827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24829.271484 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -24829.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24830.310547 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -24830.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24830.310547 Penalty: 557.743591
	Iteration 14F: 3 clusters Score -24830.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8355.820312 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8355.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8104.139160 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8104.139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8166.357910 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8166.358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8187.246582 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -8187.247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8197.622070 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8197.622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8210.403320 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -8210.403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8215.492188 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -8215.492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8215.492188 Penalty: 465.737427
	Iteration 6F: 3 clusters Score -8215.492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -17407.378906 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -17407.38 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 144 members 
Entering Unmasked Estep 
Score: -17078.470703 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -17078.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17161.357422 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -17161.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17189.771484 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -17189.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17203.791016 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -17203.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17221.156250 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -17221.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17227.328125 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -17227.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17246.449219 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -17246.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17256.478516 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -17256.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17262.642578 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -17262.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17264.371094 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -17264.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17264.371094 Penalty: 509.118713
	Iteration 10F: 3 clusters Score -17264.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -461876.781250 Penalty: 410.636322
	Iteration 0F: 2 clusters Score -461876.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -456294.781250 Penalty: 821.272644
	Iteration 0F: 3 clusters Score -456294.8 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -458620.625000 Penalty: 821.272644
	Iteration 1F: 3 clusters Score -458620.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -458812.125000 Penalty: 821.272644
	Iteration 2F: 3 clusters Score -458812.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -459002.125000 Penalty: 821.272644
	Iteration 3F: 3 clusters Score -459002.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -459255.656250 Penalty: 821.272644
	Iteration 4F: 3 clusters Score -459255.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -459550.281250 Penalty: 821.272644
	Iteration 5F: 3 clusters Score -459550.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -459859.562500 Penalty: 821.272644
	Iteration 6F: 3 clusters Score -459859.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -460159.000000 Penalty: 821.272644
	Iteration 7F: 3 clusters Score -460159 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -460434.375000 Penalty: 821.272644
	Iteration 8Q: 3 clusters Score -460434.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -460706.187500 Penalty: 821.272644
	Iteration 9Q: 3 clusters Score -460706.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -460970.656250 Penalty: 821.272644
	Iteration 10Q: 3 clusters Score -460970.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -461175.812500 Penalty: 821.272644
	Iteration 11Q: 3 clusters Score -461175.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -461317.156250 Penalty: 821.272644
	Iteration 12Q: 3 clusters Score -461317.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -461425.750000 Penalty: 821.272644
	Iteration 13Q: 3 clusters Score -461425.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -461479.343750 Penalty: 821.272644
	Iteration 14Q: 3 clusters Score -461479.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -461507.406250 Penalty: 821.272644
	Iteration 15Q: 3 clusters Score -461507.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -461518.031250 Penalty: 821.272644
	Iteration 16Q: 3 clusters Score -461518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -461525.593750 Penalty: 821.272644
	Iteration 17Q: 3 clusters Score -461525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -461526.843750 Penalty: 821.272644
	Iteration 18Q: 3 clusters Score -461526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -461530.218750 Penalty: 821.272644
	Iteration 19Q: 3 clusters Score -461530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -461534.687500 Penalty: 821.272644
	Iteration 20F: 3 clusters Score -461534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -461534.843750 Penalty: 821.272644
	Iteration 21Q: 3 clusters Score -461534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -461534.843750 Penalty: 821.272644
	Iteration 22F: 3 clusters Score -461534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -4167.662109 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -4167.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4036.590820 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -4036.591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4076.912109 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -4076.912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4089.770020 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -4089.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -105772.765625 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -105772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -104525.039062 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -104525 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104937.664062 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -104937.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -104980.242188 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -104980.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -104997.906250 Penalty: 678.799805
	Iteration 3Q: 3 clusters Score -104997.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105011.179688 Penalty: 678.799805
	Iteration 4Q: 3 clusters Score -105011.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -105023.414062 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -105023.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -105036.671875 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -105036.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105051.492188 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -105051.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -105066.812500 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -105066.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105077.429688 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -105077.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105088.585938 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -105088.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -105098.250000 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -105098.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105110.304688 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -105110.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105130.929688 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -105130.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105160.148438 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -105160.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105184.546875 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -105184.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105208.828125 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -105208.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105232.406250 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -105232.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -105264.343750 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -105264.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -105296.351562 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -105296.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -105324.937500 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -105324.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -105349.406250 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -105349.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -105361.867188 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -105361.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -105373.359375 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -105373.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -105381.710938 Penalty: 678.799805
	Iteration 24Q: 3 clusters Score -105381.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -105392.335938 Penalty: 678.799805
	Iteration 25Q: 3 clusters Score -105392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -105398.031250 Penalty: 678.799805
	Iteration 26Q: 3 clusters Score -105398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -105404.382812 Penalty: 678.799805
	Iteration 27Q: 3 clusters Score -105404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -105407.851562 Penalty: 678.799805
	Iteration 28Q: 3 clusters Score -105407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -105408.054688 Penalty: 678.799805
	Iteration 29Q: 3 clusters Score -105408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -105408.992188 Penalty: 678.799805
	Iteration 30Q: 3 clusters Score -105409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -105410.000000 Penalty: 678.799805
	Iteration 31Q: 3 clusters Score -105410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -105413.070312 Penalty: 678.799805
	Iteration 32Q: 3 clusters Score -105413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -105417.515625 Penalty: 678.799805
	Iteration 33Q: 3 clusters Score -105417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -105422.742188 Penalty: 678.799805
	Iteration 34Q: 3 clusters Score -105422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -105426.929688 Penalty: 678.799805
	Iteration 35Q: 3 clusters Score -105426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -105431.718750 Penalty: 678.799805
	Iteration 36Q: 3 clusters Score -105431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -105437.968750 Penalty: 678.799805
	Iteration 37Q: 3 clusters Score -105438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -105446.164062 Penalty: 678.799805
	Iteration 38Q: 3 clusters Score -105446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -105448.406250 Penalty: 678.799805
	Iteration 39Q: 3 clusters Score -105448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -105451.125000 Penalty: 678.799805
	Iteration 40F: 3 clusters Score -105451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -105453.015625 Penalty: 678.799805
	Iteration 41Q: 3 clusters Score -105453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -105454.468750 Penalty: 678.799805
	Iteration 42Q: 3 clusters Score -105454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -105455.609375 Penalty: 678.799805
	Iteration 43Q: 3 clusters Score -105455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -105457.429688 Penalty: 678.799805
	Iteration 44Q: 3 clusters Score -105457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -105457.429688 Penalty: 678.799805
	Iteration 45F: 3 clusters Score -105457.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Entering Unmasked Estep 
Score: -2407132.000000 Penalty: 481.056702
	Iteration 0F: 2 clusters Score -2407132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2381124.000000 Penalty: 962.113403
	Iteration 0F: 3 clusters Score -2381124 nChanged 18813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2393919.000000 Penalty: 962.113403
	Iteration 1F: 3 clusters Score -2393919 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2395663.000000 Penalty: 962.113403
	Iteration 2F: 3 clusters Score -2395663 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2397886.000000 Penalty: 962.113403
	Iteration 3F: 3 clusters Score -2397886 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2400553.250000 Penalty: 962.113403
	Iteration 4F: 3 clusters Score -2400553 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2403143.250000 Penalty: 962.113403
	Iteration 5F: 3 clusters Score -2403143 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2405087.000000 Penalty: 962.113403
	Iteration 6Q: 3 clusters Score -2405087 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2406157.000000 Penalty: 962.113403
	Iteration 7Q: 3 clusters Score -2406157 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2406589.250000 Penalty: 962.113403
	Iteration 8Q: 3 clusters Score -2406589 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2406810.250000 Penalty: 962.113403
	Iteration 9Q: 3 clusters Score -2406810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2406877.500000 Penalty: 962.113403
	Iteration 10Q: 3 clusters Score -2406878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2406905.500000 Penalty: 962.113403
	Iteration 11Q: 3 clusters Score -2406906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2406913.500000 Penalty: 962.113403
	Iteration 12Q: 3 clusters Score -2406914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2406929.000000 Penalty: 962.113403
	Iteration 13Q: 3 clusters Score -2406929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2406935.000000 Penalty: 962.113403
	Iteration 14Q: 3 clusters Score -2406935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2406939.000000 Penalty: 962.113403
	Iteration 15Q: 3 clusters Score -2406939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2406942.000000 Penalty: 962.113403
	Iteration 16Q: 3 clusters Score -2406942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2406941.750000 Penalty: 962.113403
	Iteration 17Q: 3 clusters Score -2406942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2406944.250000 Penalty: 962.113403
	Iteration 18Q: 3 clusters Score -2406944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2406945.500000 Penalty: 962.113403
	Iteration 19Q: 3 clusters Score -2406946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2406944.000000 Penalty: 962.113403
	Iteration 20F: 3 clusters Score -2406944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2406943.750000 Penalty: 962.113403
	Iteration 21Q: 3 clusters Score -2406944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2406943.750000 Penalty: 962.113403
	Iteration 22F: 3 clusters Score -2406944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -136750.312500 Penalty: 347.053284
	Iteration 0F: 2 clusters Score -136750.3 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 1039 members 
Entering Unmasked Estep 
Score: -135266.937500 Penalty: 694.106567
	Iteration 0F: 3 clusters Score -135266.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -135726.281250 Penalty: 694.106567
	Iteration 1F: 3 clusters Score -135726.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -135799.453125 Penalty: 694.106567
	Iteration 2F: 3 clusters Score -135799.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -135852.125000 Penalty: 694.106567
	Iteration 3F: 3 clusters Score -135852.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -135886.656250 Penalty: 694.106567
	Iteration 4Q: 3 clusters Score -135886.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -135910.453125 Penalty: 694.106567
	Iteration 5Q: 3 clusters Score -135910.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -135926.000000 Penalty: 694.106567
	Iteration 6Q: 3 clusters Score -135926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -135938.734375 Penalty: 694.106567
	Iteration 7Q: 3 clusters Score -135938.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -135954.109375 Penalty: 694.106567
	Iteration 8Q: 3 clusters Score -135954.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -135975.578125 Penalty: 694.106567
	Iteration 9Q: 3 clusters Score -135975.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -136001.109375 Penalty: 694.106567
	Iteration 10Q: 3 clusters Score -136001.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -136022.078125 Penalty: 694.106567
	Iteration 11Q: 3 clusters Score -136022.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -136034.531250 Penalty: 694.106567
	Iteration 12Q: 3 clusters Score -136034.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -136064.156250 Penalty: 694.106567
	Iteration 13Q: 3 clusters Score -136064.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -136102.015625 Penalty: 694.106567
	Iteration 14Q: 3 clusters Score -136102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -136132.312500 Penalty: 694.106567
	Iteration 15Q: 3 clusters Score -136132.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -136159.078125 Penalty: 694.106567
	Iteration 16Q: 3 clusters Score -136159.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -136180.953125 Penalty: 694.106567
	Iteration 17Q: 3 clusters Score -136181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -136204.468750 Penalty: 694.106567
	Iteration 18Q: 3 clusters Score -136204.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -136221.281250 Penalty: 694.106567
	Iteration 19Q: 3 clusters Score -136221.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -136233.359375 Penalty: 694.106567
	Iteration 20F: 3 clusters Score -136233.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136246.125000 Penalty: 694.106567
	Iteration 21Q: 3 clusters Score -136246.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -136260.312500 Penalty: 694.106567
	Iteration 22Q: 3 clusters Score -136260.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -136269.375000 Penalty: 694.106567
	Iteration 23Q: 3 clusters Score -136269.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -136277.437500 Penalty: 694.106567
	Iteration 24Q: 3 clusters Score -136277.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -136282.265625 Penalty: 694.106567
	Iteration 25Q: 3 clusters Score -136282.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -136291.031250 Penalty: 694.106567
	Iteration 26Q: 3 clusters Score -136291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -136297.140625 Penalty: 694.106567
	Iteration 27Q: 3 clusters Score -136297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -136301.156250 Penalty: 694.106567
	Iteration 28Q: 3 clusters Score -136301.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -136307.500000 Penalty: 694.106567
	Iteration 29Q: 3 clusters Score -136307.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -136314.359375 Penalty: 694.106567
	Iteration 30Q: 3 clusters Score -136314.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -136325.468750 Penalty: 694.106567
	Iteration 31Q: 3 clusters Score -136325.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -136330.640625 Penalty: 694.106567
	Iteration 32Q: 3 clusters Score -136330.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -136335.343750 Penalty: 694.106567
	Iteration 33Q: 3 clusters Score -136335.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -136341.640625 Penalty: 694.106567
	Iteration 34Q: 3 clusters Score -136341.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -136349.500000 Penalty: 694.106567
	Iteration 35Q: 3 clusters Score -136349.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -136354.109375 Penalty: 694.106567
	Iteration 36Q: 3 clusters Score -136354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -136357.750000 Penalty: 694.106567
	Iteration 37Q: 3 clusters Score -136357.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -136360.734375 Penalty: 694.106567
	Iteration 38Q: 3 clusters Score -136360.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -136364.828125 Penalty: 694.106567
	Iteration 39Q: 3 clusters Score -136364.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -136371.093750 Penalty: 694.106567
	Iteration 40F: 3 clusters Score -136371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -136375.375000 Penalty: 694.106567
	Iteration 41Q: 3 clusters Score -136375.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -136378.250000 Penalty: 694.106567
	Iteration 42Q: 3 clusters Score -136378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -136383.968750 Penalty: 694.106567
	Iteration 43Q: 3 clusters Score -136384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -136387.640625 Penalty: 694.106567
	Iteration 44Q: 3 clusters Score -136387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -136389.890625 Penalty: 694.106567
	Iteration 45Q: 3 clusters Score -136389.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -136394.234375 Penalty: 694.106567
	Iteration 46Q: 3 clusters Score -136394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -136396.531250 Penalty: 694.106567
	Iteration 47Q: 3 clusters Score -136396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -136398.609375 Penalty: 694.106567
	Iteration 48Q: 3 clusters Score -136398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -136398.609375 Penalty: 694.106567
	Iteration 49F: 3 clusters Score -136398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -98894.750000 Penalty: 336.365479
	Iteration 0F: 2 clusters Score -98894.75 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 807 members 
Entering Unmasked Estep 
Score: -97703.750000 Penalty: 672.730957
	Iteration 0F: 3 clusters Score -97703.75 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -98130.757812 Penalty: 672.730957
	Iteration 1F: 3 clusters Score -98130.76 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -98168.601562 Penalty: 672.730957
	Iteration 2F: 3 clusters Score -98168.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -98197.507812 Penalty: 672.730957
	Iteration 3Q: 3 clusters Score -98197.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -98222.250000 Penalty: 672.730957
	Iteration 4Q: 3 clusters Score -98222.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -98245.273438 Penalty: 672.730957
	Iteration 5Q: 3 clusters Score -98245.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -98275.570312 Penalty: 672.730957
	Iteration 6Q: 3 clusters Score -98275.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -98313.265625 Penalty: 672.730957
	Iteration 7Q: 3 clusters Score -98313.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -98349.328125 Penalty: 672.730957
	Iteration 8Q: 3 clusters Score -98349.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -98377.531250 Penalty: 672.730957
	Iteration 9Q: 3 clusters Score -98377.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -98399.468750 Penalty: 672.730957
	Iteration 10Q: 3 clusters Score -98399.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -98419.593750 Penalty: 672.730957
	Iteration 11Q: 3 clusters Score -98419.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -98442.335938 Penalty: 672.730957
	Iteration 12Q: 3 clusters Score -98442.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -98463.523438 Penalty: 672.730957
	Iteration 13Q: 3 clusters Score -98463.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -98474.617188 Penalty: 672.730957
	Iteration 14Q: 3 clusters Score -98474.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -98480.046875 Penalty: 672.730957
	Iteration 15Q: 3 clusters Score -98480.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -98484.546875 Penalty: 672.730957
	Iteration 16Q: 3 clusters Score -98484.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -98487.312500 Penalty: 672.730957
	Iteration 17Q: 3 clusters Score -98487.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -98492.156250 Penalty: 672.730957
	Iteration 18Q: 3 clusters Score -98492.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -98499.210938 Penalty: 672.730957
	Iteration 19Q: 3 clusters Score -98499.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -98506.718750 Penalty: 672.730957
	Iteration 20F: 3 clusters Score -98506.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -98512.828125 Penalty: 672.730957
	Iteration 21Q: 3 clusters Score -98512.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -98518.335938 Penalty: 672.730957
	Iteration 22Q: 3 clusters Score -98518.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -98523.367188 Penalty: 672.730957
	Iteration 23Q: 3 clusters Score -98523.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -98528.703125 Penalty: 672.730957
	Iteration 24Q: 3 clusters Score -98528.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -98529.984375 Penalty: 672.730957
	Iteration 25Q: 3 clusters Score -98529.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -98531.226562 Penalty: 672.730957
	Iteration 26Q: 3 clusters Score -98531.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -98531.382812 Penalty: 672.730957
	Iteration 27Q: 3 clusters Score -98531.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -98531.382812 Penalty: 672.730957
	Iteration 28F: 3 clusters Score -98531.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18063.765625 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18063.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17722.882812 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -17722.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17853.597656 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -17853.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17916.978516 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -17916.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17974.277344 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -17974.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18025.783203 Penalty: 513.413574
	Iteration 4F: 3 clusters Score -18025.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18039.855469 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18039.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18043.744141 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18043.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18047.052734 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18047.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18049.820312 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18049.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18052.429688 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18052.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18054.013672 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18054.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18062.759766 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18062.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18065.978516 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -18065.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18065.978516 Penalty: 513.413574
	Iteration 13F: 3 clusters Score -18065.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 194 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 88 members 
Entering Unmasked Estep 
Score: -14141292.000000 Penalty: 62414.183594
Splitting cluster 25 changes total score from -14141595.000000 to -14141292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6610.772949 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6610.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6375.795410 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6375.795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6436.336914 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6436.337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6444.156738 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -6444.157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6445.883301 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6445.883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6447.436035 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6447.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6447.436035 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -6447.436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16592.453125 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16592.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16662.888672 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16662.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16689.474609 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -16689.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16693.699219 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16694.955078 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16694.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16695.308594 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16695.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16695.308594 Penalty: 502.088196
	Iteration 6F: 3 clusters Score -16695.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145156.468750 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -143498.406250 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143498.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144031.703125 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -144031.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -144094.750000 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144094.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -144143.328125 Penalty: 708.689514
	Iteration 3Q: 3 clusters Score -144143.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -144194.718750 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -144194.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -144253.375000 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144253.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -144314.625000 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -144314.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -144384.312500 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144384.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144455.406250 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144455.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144527.250000 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144527.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144589.265625 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144589.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -144639.765625 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144639.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -144689.562500 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144689.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -144741.140625 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144741.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -144779.031250 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -144800.546875 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144800.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -144812.640625 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -144815.312500 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -144817.015625 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -144819.343750 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -144821.765625 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -144824.765625 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -144824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -144828.921875 Penalty: 708.689514
	Iteration 22Q: 3 clusters Score -144828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -144831.968750 Penalty: 708.689514
	Iteration 23Q: 3 clusters Score -144832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -144834.734375 Penalty: 708.689514
	Iteration 24Q: 3 clusters Score -144834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -144838.859375 Penalty: 708.689514
	Iteration 25Q: 3 clusters Score -144838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -144842.937500 Penalty: 708.689514
	Iteration 26Q: 3 clusters Score -144842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -144844.406250 Penalty: 708.689514
	Iteration 27Q: 3 clusters Score -144844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -144846.593750 Penalty: 708.689514
	Iteration 28Q: 3 clusters Score -144846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -144848.031250 Penalty: 708.689514
	Iteration 29Q: 3 clusters Score -144848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -144848.703125 Penalty: 708.689514
	Iteration 30Q: 3 clusters Score -144848.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -144848.703125 Penalty: 708.689514
	Iteration 31F: 3 clusters Score -144848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 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 302 members 
Entering Unmasked Estep 
Score: -33654.542969 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33654.54 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33839.585938 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33839.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33866.257812 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33866.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33880.546875 Penalty: 578.247681
	Iteration 3Q: 3 clusters Score -33880.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33889.226562 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -33889.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33904.167969 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -33904.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33921.945312 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -33921.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33937.054688 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -33937.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33952.078125 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -33952.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33963.667969 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -33963.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33972.945312 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -33972.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33976.816406 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -33976.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33985.437500 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -33985.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33990.980469 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -33990.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33995.203125 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -33995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33999.230469 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -33999.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33999.894531 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -33999.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34000.167969 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -34000.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34000.812500 Penalty: 578.247681
	Iteration 18Q: 3 clusters Score -34000.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34000.812500 Penalty: 578.247681
	Iteration 19F: 3 clusters Score -34000.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -7054.166504 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -7054.167 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 72 members 
Entering Unmasked Estep 
Score: -6782.982910 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -6782.983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6910.586426 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -6910.586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6976.786621 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -6976.787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6987.724609 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -6987.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6987.724609 Penalty: 461.840820
	Iteration 4F: 3 clusters Score -6987.725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 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 77 members 
Entering Unmasked Estep 
Score: -9595.915039 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9595.915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9644.279297 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9644.279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9666.371094 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9666.371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9679.854492 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9679.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9681.280273 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9681.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9681.280273 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -9681.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 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 275 members 
Entering Unmasked Estep 
Score: -30529.812500 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30529.81 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30670.031250 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30670.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30697.812500 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30697.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30717.816406 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -30717.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30735.839844 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30735.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30747.214844 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30747.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30753.552734 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30753.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30761.773438 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30761.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30771.847656 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30771.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30781.773438 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30781.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30793.400391 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30797.681641 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -30797.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30803.625000 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -30803.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30805.380859 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -30805.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30806.341797 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -30806.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30807.066406 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -30807.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30807.263672 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -30807.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30807.580078 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -30807.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30807.580078 Penalty: 569.969238
	Iteration 18F: 3 clusters Score -30807.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -21083.681641 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -21083.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20646.955078 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -20646.96 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20822.890625 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -20822.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20861.314453 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -20861.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20871.529297 Penalty: 558.533203
	Iteration 3Q: 3 clusters Score -20871.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20878.964844 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -20878.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20883.458984 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -20883.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20885.263672 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -20885.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20886.072266 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -20886.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20886.457031 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -20886.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20886.457031 Penalty: 558.533203
	Iteration 9F: 3 clusters Score -20886.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -54617.867188 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -54617.87 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 397 members 
Entering Unmasked Estep 
Score: -53981.976562 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -53981.98 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54301.179688 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -54301.18 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54382.207031 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -54382.21 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -54476.570312 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -54476.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54541.929688 Penalty: 606.693054
	Iteration 4F: 3 clusters Score -54541.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54576.812500 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -54576.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54595.785156 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -54595.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54626.476562 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -54626.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54643.914062 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -54643.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -54657.925781 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -54657.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54666.632812 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -54666.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -54670.171875 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -54670.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54674.691406 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -54674.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54684.023438 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -54684.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54688.863281 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -54688.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54692.257812 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -54692.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54696.347656 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -54696.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54701.546875 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -54701.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54707.394531 Penalty: 606.693054
	Iteration 18Q: 3 clusters Score -54707.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54714.304688 Penalty: 606.693054
	Iteration 19Q: 3 clusters Score -54714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54718.613281 Penalty: 606.693054
	Iteration 20F: 3 clusters Score -54718.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54720.949219 Penalty: 606.693054
	Iteration 21Q: 3 clusters Score -54720.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54723.003906 Penalty: 606.693054
	Iteration 22Q: 3 clusters Score -54723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54724.046875 Penalty: 606.693054
	Iteration 23Q: 3 clusters Score -54724.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54724.445312 Penalty: 606.693054
	Iteration 24Q: 3 clusters Score -54724.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54724.554688 Penalty: 606.693054
	Iteration 25Q: 3 clusters Score -54724.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54724.554688 Penalty: 606.693054
	Iteration 26F: 3 clusters Score -54724.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 484 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 302 members 
Entering Unmasked Estep 
Score: -14141443.000000 Penalty: 62414.183594
Splitting cluster 34 changes total score from -14141595.000000 to -14141443.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22288.460938 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22288.46 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22394.134766 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22394.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22418.783203 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22418.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22430.208984 Penalty: 545.903259
	Iteration 3Q: 3 clusters Score -22430.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22441.378906 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22441.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22447.421875 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22447.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22454.906250 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22454.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22459.107422 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22459.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22462.134766 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -22462.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22466.251953 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22466.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22469.886719 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22469.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22477.234375 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -22477.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22484.378906 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -22484.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22488.291016 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -22488.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22491.076172 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -22491.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22493.486328 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -22493.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22493.917969 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -22493.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22493.917969 Penalty: 545.903259
	Iteration 17F: 3 clusters Score -22493.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4625.558594 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4625.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4452.483887 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4452.484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4585.241699 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4585.242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4662.468750 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -4662.469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4706.624512 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -4706.625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4719.378906 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -4719.379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4744.188965 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -4744.189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4770.798828 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -4770.799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4804.156250 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -4804.156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4807.489746 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -4807.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4807.489746 Penalty: 458.362671
	Iteration 9F: 3 clusters Score -4807.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 75 members 
Entering Unmasked Estep 
Score: -14141446.000000 Penalty: 62414.183594
Splitting cluster 36 changes total score from -14141595.000000 to -14141446.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -44121.339844 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -44121.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43536.519531 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -43536.52 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43711.398438 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -43711.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43800.582031 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -43800.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43899.714844 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -43899.71 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43957.535156 Penalty: 588.842773
	Iteration 4F: 3 clusters Score -43957.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43989.929688 Penalty: 588.842773
	Iteration 5F: 3 clusters Score -43989.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -44015.390625 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -44015.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -44028.812500 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -44028.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44035.687500 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -44035.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -44039.511719 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -44039.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44042.378906 Penalty: 588.842773
	Iteration 10Q: 3 clusters Score -44042.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -44046.238281 Penalty: 588.842773
	Iteration 11Q: 3 clusters Score -44046.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44049.511719 Penalty: 588.842773
	Iteration 12Q: 3 clusters Score -44049.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -44049.800781 Penalty: 588.842773
	Iteration 13Q: 3 clusters Score -44049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -44050.703125 Penalty: 588.842773
	Iteration 14Q: 3 clusters Score -44050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -44050.796875 Penalty: 588.842773
	Iteration 15Q: 3 clusters Score -44050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -44050.796875 Penalty: 588.842773
	Iteration 16F: 3 clusters Score -44050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8292.152344 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8292.152 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 83 members 
Entering Unmasked Estep 
Score: -8071.491211 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8071.491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8162.085449 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8162.085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8190.739746 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8190.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8196.309570 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8196.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8204.321289 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8204.321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8219.213867 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -8219.214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8230.046875 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -8230.047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8230.826172 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -8230.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8230.826172 Penalty: 473.564606
	Iteration 8F: 3 clusters Score -8230.826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -137660.500000 Penalty: 353.736816
	Iteration 0F: 2 clusters Score -137660.5 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 1171 members 
Entering Unmasked Estep 
Score: -136055.250000 Penalty: 707.473633
	Iteration 0F: 3 clusters Score -136055.2 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -136763.718750 Penalty: 707.473633
	Iteration 1F: 3 clusters Score -136763.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -137059.437500 Penalty: 707.473633
	Iteration 2F: 3 clusters Score -137059.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -137355.796875 Penalty: 707.473633
	Iteration 3F: 3 clusters Score -137355.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137499.843750 Penalty: 707.473633
	Iteration 4F: 3 clusters Score -137499.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137559.125000 Penalty: 707.473633
	Iteration 5Q: 3 clusters Score -137559.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137591.796875 Penalty: 707.473633
	Iteration 6Q: 3 clusters Score -137591.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -137611.406250 Penalty: 707.473633
	Iteration 7Q: 3 clusters Score -137611.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137621.859375 Penalty: 707.473633
	Iteration 8Q: 3 clusters Score -137621.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -137625.140625 Penalty: 707.473633
	Iteration 9Q: 3 clusters Score -137625.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -137627.546875 Penalty: 707.473633
	Iteration 10Q: 3 clusters Score -137627.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -137630.625000 Penalty: 707.473633
	Iteration 11Q: 3 clusters Score -137630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137633.703125 Penalty: 707.473633
	Iteration 12Q: 3 clusters Score -137633.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -137635.734375 Penalty: 707.473633
	Iteration 13Q: 3 clusters Score -137635.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -137638.656250 Penalty: 707.473633
	Iteration 14Q: 3 clusters Score -137638.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -137641.750000 Penalty: 707.473633
	Iteration 15Q: 3 clusters Score -137641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -137643.218750 Penalty: 707.473633
	Iteration 16Q: 3 clusters Score -137643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -137643.843750 Penalty: 707.473633
	Iteration 17Q: 3 clusters Score -137643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137644.218750 Penalty: 707.473633
	Iteration 18Q: 3 clusters Score -137644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -137644.609375 Penalty: 707.473633
	Iteration 19Q: 3 clusters Score -137644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -137644.609375 Penalty: 707.473633
	Iteration 20F: 3 clusters Score -137644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1416647.500000 Penalty: 442.518250
	Iteration 0F: 2 clusters Score -1416648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1408063.125000 Penalty: 885.036499
	Iteration 0F: 3 clusters Score -1408063 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1412644.750000 Penalty: 885.036499
	Iteration 1F: 3 clusters Score -1412645 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1412901.750000 Penalty: 885.036499
	Iteration 2Q: 3 clusters Score -1412902 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1413250.375000 Penalty: 885.036499
	Iteration 3Q: 3 clusters Score -1413250 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1413699.250000 Penalty: 885.036499
	Iteration 4Q: 3 clusters Score -1413699 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1414279.625000 Penalty: 885.036499
	Iteration 5F: 3 clusters Score -1414280 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1414926.750000 Penalty: 885.036499
	Iteration 6F: 3 clusters Score -1414927 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1415519 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1415859 nChanged 495
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Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1415979 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1416008 nChanged 162
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Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1416014 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1416025 nChanged 110
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Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1416020 nChanged 127
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Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1416021 nChanged 129
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Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1416031 nChanged 133
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Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1416030 nChanged 162
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Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1416041 nChanged 165
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Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1416050 nChanged 169
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Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1416051 nChanged 184
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Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1416054 nChanged 183
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Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1416052 nChanged 186
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Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1416060 nChanged 210
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Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1416069 nChanged 203
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Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1416067 nChanged 171
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Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1416080 nChanged 157
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Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1416086 nChanged 149
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Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1416092 nChanged 149
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Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1416102 nChanged 137
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Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1416117 nChanged 119
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Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1416118 nChanged 122
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Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1416142 nChanged 145
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Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1416157 nChanged 124
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Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1416177 nChanged 135
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1416202 nChanged 143
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Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1416218 nChanged 123
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Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1416236 nChanged 121
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Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1416257 nChanged 135
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Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1416267 nChanged 91
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Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1416282 nChanged 86
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Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1416297 nChanged 81
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Mstep: Class 1 contains 10035 members 
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	Iteration 41Q: 3 clusters Score -1416306 nChanged 72
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Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1416321 nChanged 51
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Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 6622 members 
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	Iteration 43Q: 3 clusters Score -1416318 nChanged 47
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Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 6585 members 
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	Iteration 44Q: 3 clusters Score -1416324 nChanged 45
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Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1416333 nChanged 29
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Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6533 members 
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	Iteration 46Q: 3 clusters Score -1416338 nChanged 31
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Mstep: Class 1 contains 10232 members 
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	Iteration 47Q: 3 clusters Score -1416345 nChanged 35
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Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6477 members 
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	Iteration 48Q: 3 clusters Score -1416349 nChanged 33
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Mstep: Class 1 contains 10296 members 
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	Iteration 49Q: 3 clusters Score -1416357 nChanged 37
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Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1416359 nChanged 32
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Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1416363 nChanged 30
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Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1416365 nChanged 31
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Mstep: Class 1 contains 10372 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1416370 nChanged 31
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Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1416370 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1416372 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1416375 nChanged 44
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Mstep: Class 1 contains 10410 members 
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	Iteration 57Q: 3 clusters Score -1416377 nChanged 52
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Mstep: Class 1 contains 10414 members 
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	Iteration 58Q: 3 clusters Score -1416377 nChanged 34
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Mstep: Class 1 contains 10422 members 
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	Iteration 59Q: 3 clusters Score -1416384 nChanged 39
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Mstep: Class 1 contains 10429 members 
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	Iteration 60F: 3 clusters Score -1416377 nChanged 38
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Mstep: Class 1 contains 10437 members 
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	Iteration 61Q: 3 clusters Score -1416383 nChanged 43
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	Iteration 62Q: 3 clusters Score -1416384 nChanged 32
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Mstep: Class 1 contains 10452 members 
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	Iteration 63Q: 3 clusters Score -1416393 nChanged 36
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1416393 nChanged 37
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Mstep: Class 1 contains 10457 members 
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	Iteration 65Q: 3 clusters Score -1416396 nChanged 28
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1416394 nChanged 32
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Mstep: Class 1 contains 10473 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1416395 nChanged 38
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1416395 nChanged 29
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Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1416398 nChanged 16
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Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1416401 nChanged 16
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Mstep: Class 1 contains 10520 members 
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	Iteration 71Q: 3 clusters Score -1416405 nChanged 17
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Mstep: Class 1 contains 10537 members 
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Score: -1416407.625000 Penalty: 885.036499
	Iteration 72Q: 3 clusters Score -1416408 nChanged 13
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Mstep: Class 1 contains 10550 members 
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	Iteration 73Q: 3 clusters Score -1416410 nChanged 8
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Mstep: Class 1 contains 10558 members 
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	Iteration 74Q: 3 clusters Score -1416408 nChanged 15
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Mstep: Class 1 contains 10563 members 
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	Iteration 75Q: 3 clusters Score -1416409 nChanged 8
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Mstep: Class 1 contains 10567 members 
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Score: -1416413.625000 Penalty: 885.036499
	Iteration 76Q: 3 clusters Score -1416414 nChanged 8
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Mstep: Class 1 contains 10571 members 
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	Iteration 77Q: 3 clusters Score -1416412 nChanged 14
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Mstep: Class 1 contains 10579 members 
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	Iteration 78Q: 3 clusters Score -1416414 nChanged 7
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Mstep: Class 1 contains 10580 members 
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	Iteration 79Q: 3 clusters Score -1416412 nChanged 5
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Mstep: Class 1 contains 10581 members 
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	Iteration 80F: 3 clusters Score -1416412 nChanged 10
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	Iteration 81Q: 3 clusters Score -1416412 nChanged 6
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Mstep: Class 1 contains 10587 members 
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	Iteration 82Q: 3 clusters Score -1416413 nChanged 10
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Mstep: Class 1 contains 10589 members 
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	Iteration 83Q: 3 clusters Score -1416414 nChanged 17
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	Iteration 84Q: 3 clusters Score -1416409 nChanged 17
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	Iteration 85Q: 3 clusters Score -1416415 nChanged 21
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	Iteration 86Q: 3 clusters Score -1416412 nChanged 21
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	Iteration 87Q: 3 clusters Score -1416412 nChanged 21
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	Iteration 88Q: 3 clusters Score -1416412 nChanged 21
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	Iteration 89Q: 3 clusters Score -1416412 nChanged 19
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Mstep: Class 1 contains 10528 members 
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	Iteration 90Q: 3 clusters Score -1416413 nChanged 10
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	Iteration 91Q: 3 clusters Score -1416414 nChanged 4
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Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1416412 nChanged 5
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	Iteration 93Q: 3 clusters Score -1416411 nChanged 2
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	Iteration 94Q: 3 clusters Score -1416409 nChanged 2
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	Iteration 95Q: 3 clusters Score -1416408 nChanged 1
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	Iteration 96Q: 3 clusters Score -1416408 nChanged 2
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	Iteration 97Q: 3 clusters Score -1416411 nChanged 0
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Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1416411.000000 Penalty: 885.036499
	Iteration 98F: 3 clusters Score -1416411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -114242.828125 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114242.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -114674.000000 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -114760.335938 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114760.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -114824.789062 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114824.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114878.546875 Penalty: 685.468750
	Iteration 4Q: 3 clusters Score -114878.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114943.343750 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -114943.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -115003.953125 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -115004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -115068.234375 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -115068.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -115126.257812 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -115126.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -115188.875000 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -115188.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -115250.476562 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115250.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -115287.742188 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115287.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -115304.523438 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -115311.601562 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -115312.703125 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -115313.078125 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -115313.078125 Penalty: 685.468750
	Iteration 16F: 3 clusters Score -115313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -46726.902344 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -46726.9 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 393 members 
Entering Unmasked Estep 
Score: -46006.593750 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -46006.59 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46204.511719 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -46204.51 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46268.699219 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -46268.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46338.207031 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -46338.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46384.449219 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -46384.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46412.414062 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -46412.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46431.492188 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -46431.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46449.609375 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -46449.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46465.035156 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -46465.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46489.437500 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -46489.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46518.601562 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -46518.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46540.011719 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -46540.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46566.250000 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -46566.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46583.890625 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -46583.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46589.058594 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -46589.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46598.417969 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -46598.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46602.195312 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -46602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46603.359375 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -46603.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46603.648438 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -46603.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46603.648438 Penalty: 612.739563
	Iteration 19F: 3 clusters Score -46603.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9008.659180 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9008.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8768.366211 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -8768.366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8817.706055 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -8817.706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8830.883789 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -8830.884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8840.435547 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -8840.436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8844.833984 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -8844.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8849.513672 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -8849.514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8852.362305 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -8852.362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8852.741211 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -8852.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8852.741211 Penalty: 464.641052
	Iteration 8F: 3 clusters Score -8852.741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 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 206 members 
Entering Unmasked Estep 
Score: -20611.271484 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20611.27 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20723.347656 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20723.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20783.123047 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -20783.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20824.433594 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -20824.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20851.005859 Penalty: 546.128723
	Iteration 4F: 3 clusters Score -20851.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20873.427734 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -20873.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20891.681641 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -20891.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20915.562500 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -20915.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20922.591797 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -20922.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20931.687500 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -20931.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20938.943359 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -20938.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20941.835938 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -20941.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20942.712891 Penalty: 546.128723
	Iteration 12Q: 3 clusters Score -20942.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20943.666016 Penalty: 546.128723
	Iteration 13Q: 3 clusters Score -20943.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20943.666016 Penalty: 546.128723
	Iteration 14F: 3 clusters Score -20943.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5368.725586 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5368.726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5399.600586 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5399.601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5434.650879 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5434.651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5449.954102 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5449.954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5469.304199 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -5469.304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5495.506836 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5495.507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5504.531738 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -5504.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5504.531738 Penalty: 432.576691
	Iteration 7F: 3 clusters Score -5504.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21680.824219 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21680.82 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21800.527344 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21800.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21860.193359 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21860.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21903.919922 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -21903.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21940.035156 Penalty: 535.887878
	Iteration 4F: 3 clusters Score -21940.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21965.468750 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21965.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21971.671875 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21971.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21973.091797 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21973.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21978.152344 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -21978.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21982.244141 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -21982.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21982.835938 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -21982.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21983.300781 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -21983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21983.300781 Penalty: 535.887878
	Iteration 12F: 3 clusters Score -21983.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -113686.648438 Penalty: 343.698395
	Iteration 0F: 2 clusters Score -113686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -112346.203125 Penalty: 687.396790
	Iteration 0F: 3 clusters Score -112346.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -112892.796875 Penalty: 687.396790
	Iteration 1F: 3 clusters Score -112892.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -112988.554688 Penalty: 687.396790
	Iteration 2F: 3 clusters Score -112988.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -113066.890625 Penalty: 687.396790
	Iteration 3F: 3 clusters Score -113066.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -113137.914062 Penalty: 687.396790
	Iteration 4Q: 3 clusters Score -113137.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -113210.960938 Penalty: 687.396790
	Iteration 5Q: 3 clusters Score -113211 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -113269.992188 Penalty: 687.396790
	Iteration 6Q: 3 clusters Score -113270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -113318.546875 Penalty: 687.396790
	Iteration 7Q: 3 clusters Score -113318.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -113340.773438 Penalty: 687.396790
	Iteration 8Q: 3 clusters Score -113340.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -113355.601562 Penalty: 687.396790
	Iteration 9Q: 3 clusters Score -113355.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -113367.851562 Penalty: 687.396790
	Iteration 10Q: 3 clusters Score -113367.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -113379.718750 Penalty: 687.396790
	Iteration 11Q: 3 clusters Score -113379.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -113387.671875 Penalty: 687.396790
	Iteration 12Q: 3 clusters Score -113387.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -113397.140625 Penalty: 687.396790
	Iteration 13Q: 3 clusters Score -113397.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -113408.914062 Penalty: 687.396790
	Iteration 14Q: 3 clusters Score -113408.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -113417.460938 Penalty: 687.396790
	Iteration 15Q: 3 clusters Score -113417.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -113422.960938 Penalty: 687.396790
	Iteration 16Q: 3 clusters Score -113423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -113428.960938 Penalty: 687.396790
	Iteration 17Q: 3 clusters Score -113429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -113438.601562 Penalty: 687.396790
	Iteration 18Q: 3 clusters Score -113438.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -113443.023438 Penalty: 687.396790
	Iteration 19Q: 3 clusters Score -113443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -113446.359375 Penalty: 687.396790
	Iteration 20F: 3 clusters Score -113446.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -113449.812500 Penalty: 687.396790
	Iteration 21Q: 3 clusters Score -113449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -113451.914062 Penalty: 687.396790
	Iteration 22Q: 3 clusters Score -113451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -113453.039062 Penalty: 687.396790
	Iteration 23Q: 3 clusters Score -113453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -113453.414062 Penalty: 687.396790
	Iteration 24Q: 3 clusters Score -113453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -113454.234375 Penalty: 687.396790
	Iteration 25Q: 3 clusters Score -113454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -113454.406250 Penalty: 687.396790
	Iteration 26Q: 3 clusters Score -113454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -113455.585938 Penalty: 687.396790
	Iteration 27Q: 3 clusters Score -113455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -113456.523438 Penalty: 687.396790
	Iteration 28Q: 3 clusters Score -113456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -113456.992188 Penalty: 687.396790
	Iteration 29Q: 3 clusters Score -113457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -113457.335938 Penalty: 687.396790
	Iteration 30Q: 3 clusters Score -113457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -113457.687500 Penalty: 687.396790
	Iteration 31Q: 3 clusters Score -113457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -113457.820312 Penalty: 687.396790
	Iteration 32Q: 3 clusters Score -113457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -113458.187500 Penalty: 687.396790
	Iteration 33Q: 3 clusters Score -113458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -113458.203125 Penalty: 687.396790
	Iteration 34Q: 3 clusters Score -113458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -113458.203125 Penalty: 687.396790
	Iteration 35F: 3 clusters Score -113458.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14279.938477 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14279.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13969.867188 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -13969.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14030.995117 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14058.550781 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14058.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14065.682617 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -14065.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14067.154297 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14067.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14069.506836 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14069.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14074.764648 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14074.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14080.726562 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14080.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14086.285156 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14086.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14091.639648 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -14091.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14093.583008 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -14093.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14096.783203 Penalty: 489.570648
	Iteration 11Q: 3 clusters Score -14096.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14100.564453 Penalty: 489.570648
	Iteration 12Q: 3 clusters Score -14100.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14103.689453 Penalty: 489.570648
	Iteration 13Q: 3 clusters Score -14103.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14105.768555 Penalty: 489.570648
	Iteration 14Q: 3 clusters Score -14105.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14105.768555 Penalty: 489.570648
	Iteration 15F: 3 clusters Score -14105.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -28220.345703 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -28220.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27723.294922 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27723.29 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27862.027344 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27862.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27899.292969 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27899.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27931.005859 Penalty: 566.434814
	Iteration 3F: 3 clusters Score -27931.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27963.275391 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27963.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -27986.503906 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27986.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -28003.880859 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -28003.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28009.476562 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -28009.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28011.136719 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -28011.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28011.445312 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -28011.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -28011.445312 Penalty: 566.434814
	Iteration 10F: 3 clusters Score -28011.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14622.604492 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14277.666992 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14277.67 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14354.446289 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14354.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14378.786133 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14378.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14396.461914 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14396.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14421.413086 Penalty: 511.126190
	Iteration 4F: 3 clusters Score -14421.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14454.694336 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14454.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14476.882812 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14476.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14482.729492 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14482.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14497.812500 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14497.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14526.140625 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14526.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14546.022461 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14546.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14554.288086 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14554.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14575.531250 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -14575.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14580.002930 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -14580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14584.391602 Penalty: 511.126190
	Iteration 14Q: 3 clusters Score -14584.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14590.721680 Penalty: 511.126190
	Iteration 15Q: 3 clusters Score -14590.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14593.299805 Penalty: 511.126190
	Iteration 16Q: 3 clusters Score -14593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14596.501953 Penalty: 511.126190
	Iteration 17Q: 3 clusters Score -14596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14598.726562 Penalty: 511.126190
	Iteration 18Q: 3 clusters Score -14598.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14599.971680 Penalty: 511.126190
	Iteration 19Q: 3 clusters Score -14599.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14599.971680 Penalty: 511.126190
	Iteration 20F: 3 clusters Score -14599.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 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 182 members 
Entering Unmasked Estep 
Score: -20668.441406 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20668.44 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20795.593750 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20795.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20830.337891 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20830.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20844.380859 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -20844.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20853.255859 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20853.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20863.023438 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20863.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20870.968750 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20870.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20892.203125 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -20892.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20898.400391 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -20898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20902.587891 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -20902.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20904.541016 Penalty: 529.897156
	Iteration 10Q: 3 clusters Score -20904.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20905.394531 Penalty: 529.897156
	Iteration 11Q: 3 clusters Score -20905.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20905.542969 Penalty: 529.897156
	Iteration 12Q: 3 clusters Score -20905.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20905.542969 Penalty: 529.897156
	Iteration 13F: 3 clusters Score -20905.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6216.416016 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6216.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6030.287598 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6030.288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6110.316406 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6110.316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6140.523438 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -6140.523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6151.314941 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6151.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6153.369141 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6153.369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -6153.369141 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -6153.369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -61740.398438 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -61740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -60920.339844 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -60920.34 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -61161.277344 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -61161.28 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -61228.828125 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -61228.83 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -61258.066406 Penalty: 631.648315
	Iteration 3Q: 3 clusters Score -61258.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61279.886719 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -61279.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -61298.648438 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -61298.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -61310.453125 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -61310.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -61316.273438 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -61316.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -61325.820312 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -61325.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -61329.453125 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -61329.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61332.382812 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -61332.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -61334.152344 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -61334.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61334.902344 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -61334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61335.976562 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -61335.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -61336.859375 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -61336.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -61338.375000 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -61338.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61339.714844 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -61339.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -61341.542969 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -61341.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61342.539062 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -61342.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -61343.078125 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -61343.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -61344.460938 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -61344.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -61345.121094 Penalty: 631.648315
	Iteration 21Q: 3 clusters Score -61345.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -61345.121094 Penalty: 631.648315
	Iteration 22F: 3 clusters Score -61345.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -999748.125000 Penalty: 439.527740
	Iteration 0F: 2 clusters Score -999748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -989351.375000 Penalty: 879.055481
	Iteration 0F: 3 clusters Score -989351.4 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -993747.500000 Penalty: 879.055481
	Iteration 1F: 3 clusters Score -993747.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -994286.625000 Penalty: 879.055481
	Iteration 2F: 3 clusters Score -994286.6 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -994955.125000 Penalty: 879.055481
	Iteration 3F: 3 clusters Score -994955.1 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -995688.937500 Penalty: 879.055481
	Iteration 4F: 3 clusters Score -995688.9 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -996416.000000 Penalty: 879.055481
	Iteration 5F: 3 clusters Score -996416 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -997045.500000 Penalty: 879.055481
	Iteration 6F: 3 clusters Score -997045.5 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -997459.625000 Penalty: 879.055481
	Iteration 7F: 3 clusters Score -997459.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -997642.125000 Penalty: 879.055481
	Iteration 8Q: 3 clusters Score -997642.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -997748.437500 Penalty: 879.055481
	Iteration 9Q: 3 clusters Score -997748.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -997811.687500 Penalty: 879.055481
	Iteration 10Q: 3 clusters Score -997811.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -997865.062500 Penalty: 879.055481
	Iteration 11Q: 3 clusters Score -997865.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -997909.375000 Penalty: 879.055481
	Iteration 12Q: 3 clusters Score -997909.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -997948.437500 Penalty: 879.055481
	Iteration 13Q: 3 clusters Score -997948.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -997985.812500 Penalty: 879.055481
	Iteration 14Q: 3 clusters Score -997985.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -998022.000000 Penalty: 879.055481
	Iteration 15Q: 3 clusters Score -998022 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -998052.125000 Penalty: 879.055481
	Iteration 16Q: 3 clusters Score -998052.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -998076.687500 Penalty: 879.055481
	Iteration 17Q: 3 clusters Score -998076.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -998101.625000 Penalty: 879.055481
	Iteration 18Q: 3 clusters Score -998101.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -998127.937500 Penalty: 879.055481
	Iteration 19Q: 3 clusters Score -998127.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -998152.625000 Penalty: 879.055481
	Iteration 20F: 3 clusters Score -998152.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -998181.187500 Penalty: 879.055481
	Iteration 21Q: 3 clusters Score -998181.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -998209.875000 Penalty: 879.055481
	Iteration 22Q: 3 clusters Score -998209.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -998231.125000 Penalty: 879.055481
	Iteration 23Q: 3 clusters Score -998231.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -998249.062500 Penalty: 879.055481
	Iteration 24Q: 3 clusters Score -998249.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -998272.812500 Penalty: 879.055481
	Iteration 25Q: 3 clusters Score -998272.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -998296.250000 Penalty: 879.055481
	Iteration 26Q: 3 clusters Score -998296.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -998330.312500 Penalty: 879.055481
	Iteration 27Q: 3 clusters Score -998330.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -998362.687500 Penalty: 879.055481
	Iteration 28Q: 3 clusters Score -998362.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -998408.812500 Penalty: 879.055481
	Iteration 29Q: 3 clusters Score -998408.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -998465.062500 Penalty: 879.055481
	Iteration 30Q: 3 clusters Score -998465.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -998519.062500 Penalty: 879.055481
	Iteration 31Q: 3 clusters Score -998519.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -998571.875000 Penalty: 879.055481
	Iteration 32Q: 3 clusters Score -998571.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -998618.937500 Penalty: 879.055481
	Iteration 33Q: 3 clusters Score -998618.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -998665.125000 Penalty: 879.055481
	Iteration 34Q: 3 clusters Score -998665.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -998720.375000 Penalty: 879.055481
	Iteration 35Q: 3 clusters Score -998720.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -998771.625000 Penalty: 879.055481
	Iteration 36Q: 3 clusters Score -998771.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -998814.187500 Penalty: 879.055481
	Iteration 37Q: 3 clusters Score -998814.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -998862.750000 Penalty: 879.055481
	Iteration 38Q: 3 clusters Score -998862.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -998912.625000 Penalty: 879.055481
	Iteration 39Q: 3 clusters Score -998912.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -998943.187500 Penalty: 879.055481
	Iteration 40F: 3 clusters Score -998943.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -998982.312500 Penalty: 879.055481
	Iteration 41Q: 3 clusters Score -998982.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -999010.000000 Penalty: 879.055481
	Iteration 42Q: 3 clusters Score -999010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -999032.187500 Penalty: 879.055481
	Iteration 43Q: 3 clusters Score -999032.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -999045.687500 Penalty: 879.055481
	Iteration 44Q: 3 clusters Score -999045.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -999061.500000 Penalty: 879.055481
	Iteration 45Q: 3 clusters Score -999061.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -999076.625000 Penalty: 879.055481
	Iteration 46Q: 3 clusters Score -999076.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -999086.437500 Penalty: 879.055481
	Iteration 47Q: 3 clusters Score -999086.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -999096.625000 Penalty: 879.055481
	Iteration 48Q: 3 clusters Score -999096.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -999113.812500 Penalty: 879.055481
	Iteration 49Q: 3 clusters Score -999113.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -999126.375000 Penalty: 879.055481
	Iteration 50Q: 3 clusters Score -999126.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -999142.750000 Penalty: 879.055481
	Iteration 51Q: 3 clusters Score -999142.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -999159.250000 Penalty: 879.055481
	Iteration 52Q: 3 clusters Score -999159.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -999171.250000 Penalty: 879.055481
	Iteration 53Q: 3 clusters Score -999171.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -999180.312500 Penalty: 879.055481
	Iteration 54Q: 3 clusters Score -999180.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -999189.125000 Penalty: 879.055481
	Iteration 55Q: 3 clusters Score -999189.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -999205.375000 Penalty: 879.055481
	Iteration 56Q: 3 clusters Score -999205.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -999216.937500 Penalty: 879.055481
	Iteration 57Q: 3 clusters Score -999216.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -999233.750000 Penalty: 879.055481
	Iteration 58Q: 3 clusters Score -999233.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -999254.750000 Penalty: 879.055481
	Iteration 59Q: 3 clusters Score -999254.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -999276.062500 Penalty: 879.055481
	Iteration 60F: 3 clusters Score -999276.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -999301.000000 Penalty: 879.055481
	Iteration 61Q: 3 clusters Score -999301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -999327.562500 Penalty: 879.055481
	Iteration 62Q: 3 clusters Score -999327.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -999340.437500 Penalty: 879.055481
	Iteration 63Q: 3 clusters Score -999340.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -999348.187500 Penalty: 879.055481
	Iteration 64Q: 3 clusters Score -999348.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -999357.062500 Penalty: 879.055481
	Iteration 65Q: 3 clusters Score -999357.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -999364.437500 Penalty: 879.055481
	Iteration 66Q: 3 clusters Score -999364.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -999374.750000 Penalty: 879.055481
	Iteration 67Q: 3 clusters Score -999374.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -999380.812500 Penalty: 879.055481
	Iteration 68Q: 3 clusters Score -999380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -999386.562500 Penalty: 879.055481
	Iteration 69Q: 3 clusters Score -999386.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -999389.562500 Penalty: 879.055481
	Iteration 70Q: 3 clusters Score -999389.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -999394.500000 Penalty: 879.055481
	Iteration 71Q: 3 clusters Score -999394.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -999402.562500 Penalty: 879.055481
	Iteration 72Q: 3 clusters Score -999402.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -999409.187500 Penalty: 879.055481
	Iteration 73Q: 3 clusters Score -999409.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -999412.500000 Penalty: 879.055481
	Iteration 74Q: 3 clusters Score -999412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -999413.187500 Penalty: 879.055481
	Iteration 75Q: 3 clusters Score -999413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -999413.562500 Penalty: 879.055481
	Iteration 76Q: 3 clusters Score -999413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -999415.750000 Penalty: 879.055481
	Iteration 77Q: 3 clusters Score -999415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -999415.687500 Penalty: 879.055481
	Iteration 78Q: 3 clusters Score -999415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -999416.500000 Penalty: 879.055481
	Iteration 79Q: 3 clusters Score -999416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -999415.875000 Penalty: 879.055481
	Iteration 80F: 3 clusters Score -999415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -21704.738281 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -21704.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21167.033203 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -21167.03 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21541.687500 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -21541.69 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21702.753906 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -21702.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21801.695312 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -21801.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21862.318359 Penalty: 584.515442
	Iteration 4F: 3 clusters Score -21862.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21884.855469 Penalty: 584.515442
	Iteration 5Q: 3 clusters Score -21884.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21897.505859 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -21897.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21902.548828 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -21902.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21906.626953 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -21906.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21910.017578 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -21910.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21910.263672 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -21910.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21912.720703 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -21912.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -21915.046875 Penalty: 584.515442
	Iteration 12Q: 3 clusters Score -21915.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21915.839844 Penalty: 584.515442
	Iteration 13Q: 3 clusters Score -21915.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21915.839844 Penalty: 584.515442
	Iteration 14F: 3 clusters Score -21915.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 170 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 446 members 
Entering Unmasked Estep 
Score: -14141532.000000 Penalty: 62414.183594
Splitting cluster 55 changes total score from -14141595.000000 to -14141532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7957.743652 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7957.744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8008.611328 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8008.611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8029.335938 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -8029.336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8033.350098 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8033.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8034.374023 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8034.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8034.374023 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -8034.374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9746.714844 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9746.715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9782.438477 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9782.438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9788.609375 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -9788.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9788.609375 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -9788.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -31532.662109 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -31532.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31034.001953 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -31034 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31154.466797 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -31154.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31185.867188 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -31185.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31204.025391 Penalty: 567.865112
	Iteration 3Q: 3 clusters Score -31204.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31219.296875 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -31219.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31234.281250 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -31234.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31249.636719 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -31249.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31261.732422 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -31261.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31274.833984 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -31274.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31280.710938 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -31280.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31281.896484 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -31281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31281.896484 Penalty: 567.865112
	Iteration 11F: 3 clusters Score -31281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16273.258789 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -16273.26 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 163 members 
Entering Unmasked Estep 
Score: -15905.691406 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -15905.69 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15988.004883 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -15988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16013.087891 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -16013.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16022.660156 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -16022.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16043.111328 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -16043.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16070.321289 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -16070.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16086.346680 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -16086.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16097.529297 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -16097.53 nChanged 9
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: -16105.858398 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -16105.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16107.605469 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -16107.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16107.605469 Penalty: 522.904541
	Iteration 10F: 3 clusters Score -16107.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6804.354492 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6804.354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6870.702637 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6870.703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6918.778809 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6918.779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6934.861328 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6934.861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6960.076660 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6960.077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7021.844727 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -7021.845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7189.122070 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -7189.122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7217.560059 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -7217.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7222.096680 Penalty: 442.945648
	Iteration 8Q: 3 clusters Score -7222.097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7224.448730 Penalty: 442.945648
	Iteration 9Q: 3 clusters Score -7224.449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7226.116699 Penalty: 442.945648
	Iteration 10F: 3 clusters Score -7226.117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7232.997070 Penalty: 442.945648
	Iteration 11Q: 3 clusters Score -7232.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7232.997070 Penalty: 442.945648
	Iteration 12F: 3 clusters Score -7232.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 32 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 98 members 
Entering Unmasked Estep 
Score: -14141440.000000 Penalty: 62414.183594
Splitting cluster 60 changes total score from -14141595.000000 to -14141440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3143.384766 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3143.385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3159.199951 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3167.495117 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3167.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3167.495117 Penalty: 379.869263
	Iteration 3F: 3 clusters Score -3167.495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -45200.964844 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -45200.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -44506.113281 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -44506.11 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44841.226562 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -44841.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44987.019531 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -44987.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45050.914062 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -45050.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45073.355469 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -45073.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45082.226562 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -45082.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45086.625000 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -45086.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45088.371094 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -45088.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45088.539062 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -45088.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45088.539062 Penalty: 615.092224
	Iteration 9F: 3 clusters Score -45088.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -21956.347656 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -21956.35 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 156 members 
Entering Unmasked Estep 
Score: -21582.191406 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -21582.19 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21691.222656 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -21691.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21738.769531 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -21738.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21777.964844 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -21777.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21799.404297 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -21799.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21814.013672 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -21814.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21829.568359 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -21829.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21846.904297 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -21846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21860.503906 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -21860.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21868.224609 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -21868.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21870.560547 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -21870.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21872.097656 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -21872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21872.097656 Penalty: 525.766357
	Iteration 12F: 3 clusters Score -21872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9737.250977 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9737.251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9471.532227 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9471.532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9567.724609 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9567.725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9591.109375 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9591.109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9595.946289 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9595.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9597.001953 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9597.002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9597.001953 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -9597.002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -2527.717773 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -2527.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2323.841309 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -2323.841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2453.092041 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -2453.092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2512.936035 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -2512.936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2531.980957 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -2531.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2548.360840 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -2548.361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2567.941650 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -2567.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2567.941650 Penalty: 439.376556
	Iteration 6F: 3 clusters Score -2567.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 71 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 54 members 
Entering Unmasked Estep 
Score: -14141299.000000 Penalty: 62414.183594
Splitting cluster 65 changes total score from -14141595.000000 to -14141299.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42223.394531 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -42223.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41696.937500 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -41696.94 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41801.039062 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -41801.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41824.507812 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -41824.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41840.828125 Penalty: 575.189941
	Iteration 3Q: 3 clusters Score -41840.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41850.601562 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -41850.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41860.699219 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -41860.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41865.621094 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -41865.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -41872.980469 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -41872.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -41877.718750 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -41877.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -41879.179688 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -41879.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -41883.964844 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -41883.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -41889.101562 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -41889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41892.531250 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -41892.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41896.222656 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -41896.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -41899.734375 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -41899.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -41900.914062 Penalty: 575.189941
	Iteration 15Q: 3 clusters Score -41900.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41903.617188 Penalty: 575.189941
	Iteration 16Q: 3 clusters Score -41903.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -41905.769531 Penalty: 575.189941
	Iteration 17Q: 3 clusters Score -41905.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -41906.578125 Penalty: 575.189941
	Iteration 18Q: 3 clusters Score -41906.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41907.089844 Penalty: 575.189941
	Iteration 19Q: 3 clusters Score -41907.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -41908.855469 Penalty: 575.189941
	Iteration 20F: 3 clusters Score -41908.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41911.335938 Penalty: 575.189941
	Iteration 21Q: 3 clusters Score -41911.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41913.531250 Penalty: 575.189941
	Iteration 22Q: 3 clusters Score -41913.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -41915.183594 Penalty: 575.189941
	Iteration 23Q: 3 clusters Score -41915.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41917.992188 Penalty: 575.189941
	Iteration 24Q: 3 clusters Score -41917.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41919.011719 Penalty: 575.189941
	Iteration 25Q: 3 clusters Score -41919.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -41920.246094 Penalty: 575.189941
	Iteration 26Q: 3 clusters Score -41920.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41920.773438 Penalty: 575.189941
	Iteration 27Q: 3 clusters Score -41920.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41920.878906 Penalty: 575.189941
	Iteration 28Q: 3 clusters Score -41920.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -41920.878906 Penalty: 575.189941
	Iteration 29F: 3 clusters Score -41920.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -142718.703125 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -142718.7 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 887 members 
Entering Unmasked Estep 
Score: -141418.781250 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -141418.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -141816.593750 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -141816.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -141925.953125 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -141926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -142029.265625 Penalty: 682.497864
	Iteration 3F: 3 clusters Score -142029.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -142149.546875 Penalty: 682.497864
	Iteration 4F: 3 clusters Score -142149.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -142282.718750 Penalty: 682.497864
	Iteration 5F: 3 clusters Score -142282.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -142457.828125 Penalty: 682.497864
	Iteration 6F: 3 clusters Score -142457.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -142589.031250 Penalty: 682.497864
	Iteration 7F: 3 clusters Score -142589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -142639.703125 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -142639.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -142666.781250 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -142666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -142677.375000 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -142677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -142681.984375 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -142682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -142684.406250 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -142684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142684.703125 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -142684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -142685.437500 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -142685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142686.171875 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -142686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -142686.421875 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -142686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -142686.421875 Penalty: 682.497864
	Iteration 17F: 3 clusters Score -142686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15654.398438 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15654.4 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 170 members 
Entering Unmasked Estep 
Score: -15290.014648 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15290.01 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15385.724609 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15385.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15408.432617 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -15408.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15420.665039 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -15420.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15430.691406 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15430.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15436.622070 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -15436.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15442.417969 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -15442.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15455.648438 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -15455.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15476.552734 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -15476.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15490.506836 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -15490.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15500.705078 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -15500.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15506.114258 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -15506.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15518.975586 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -15518.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15527.812500 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -15527.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15536.108398 Penalty: 521.143127
	Iteration 14Q: 3 clusters Score -15536.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15550.179688 Penalty: 521.143127
	Iteration 15Q: 3 clusters Score -15550.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15563.321289 Penalty: 521.143127
	Iteration 16Q: 3 clusters Score -15563.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15573.752930 Penalty: 521.143127
	Iteration 17Q: 3 clusters Score -15573.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15585.014648 Penalty: 521.143127
	Iteration 18Q: 3 clusters Score -15585.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15594.850586 Penalty: 521.143127
	Iteration 19Q: 3 clusters Score -15594.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15598.557617 Penalty: 521.143127
	Iteration 20F: 3 clusters Score -15598.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15599.704102 Penalty: 521.143127
	Iteration 21Q: 3 clusters Score -15599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15599.704102 Penalty: 521.143127
	Iteration 22F: 3 clusters Score -15599.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36481.996094 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36648.839844 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36648.84 nChanged 45
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: -36673.492188 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36673.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36687.707031 Penalty: 591.343628
	Iteration 3Q: 3 clusters Score -36687.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36698.917969 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -36698.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36711.257812 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -36711.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36716.304688 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36716.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36722.304688 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36722.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36728.125000 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36728.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36737.218750 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36737.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36746.808594 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36746.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36753.968750 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36753.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36760.402344 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36765.226562 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36765.23 nChanged 5
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: -36770.886719 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36770.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36777.921875 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -36777.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36780.226562 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -36780.23 nChanged 4
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: -36782.281250 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -36782.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36786.667969 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -36786.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36789.421875 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -36789.42 nChanged 3
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: -36791.382812 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -36791.38 nChanged 2
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: -36791.820312 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -36791.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36792.089844 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -36792.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36794.144531 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -36794.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36794.394531 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -36794.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36794.394531 Penalty: 591.343628
	Iteration 25F: 3 clusters Score -36794.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -29879.597656 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -29879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29391.396484 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -29391.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29513.927734 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -29513.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29549.929688 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -29549.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29566.140625 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -29566.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29577.494141 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -29577.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29584.261719 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -29584.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29587.695312 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -29587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29589.052734 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -29589.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29591.154297 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -29591.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29592.261719 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -29592.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29596.376953 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -29596.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29599.521484 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -29599.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29602.279297 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -29602.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29602.476562 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -29602.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29603.414062 Penalty: 560.477661
	Iteration 14Q: 3 clusters Score -29603.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29607.392578 Penalty: 560.477661
	Iteration 15Q: 3 clusters Score -29607.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29614.796875 Penalty: 560.477661
	Iteration 16Q: 3 clusters Score -29614.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29627.697266 Penalty: 560.477661
	Iteration 17Q: 3 clusters Score -29627.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29648.083984 Penalty: 560.477661
	Iteration 18Q: 3 clusters Score -29648.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29669.205078 Penalty: 560.477661
	Iteration 19Q: 3 clusters Score -29669.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29688.978516 Penalty: 560.477661
	Iteration 20F: 3 clusters Score -29688.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29709.966797 Penalty: 560.477661
	Iteration 21Q: 3 clusters Score -29709.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29726.513672 Penalty: 560.477661
	Iteration 22Q: 3 clusters Score -29726.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29737.011719 Penalty: 560.477661
	Iteration 23Q: 3 clusters Score -29737.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29744.789062 Penalty: 560.477661
	Iteration 24Q: 3 clusters Score -29744.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29749.136719 Penalty: 560.477661
	Iteration 25Q: 3 clusters Score -29749.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29750.541016 Penalty: 560.477661
	Iteration 26Q: 3 clusters Score -29750.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29750.990234 Penalty: 560.477661
	Iteration 27Q: 3 clusters Score -29750.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29751.427734 Penalty: 560.477661
	Iteration 28Q: 3 clusters Score -29751.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29752.228516 Penalty: 560.477661
	Iteration 29Q: 3 clusters Score -29752.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29752.675781 Penalty: 560.477661
	Iteration 30Q: 3 clusters Score -29752.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29754.630859 Penalty: 560.477661
	Iteration 31Q: 3 clusters Score -29754.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29756.796875 Penalty: 560.477661
	Iteration 32Q: 3 clusters Score -29756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29759.402344 Penalty: 560.477661
	Iteration 33Q: 3 clusters Score -29759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29761.474609 Penalty: 560.477661
	Iteration 34Q: 3 clusters Score -29761.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29762.082031 Penalty: 560.477661
	Iteration 35Q: 3 clusters Score -29762.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29763.185547 Penalty: 560.477661
	Iteration 36Q: 3 clusters Score -29763.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29763.546875 Penalty: 560.477661
	Iteration 37Q: 3 clusters Score -29763.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29763.546875 Penalty: 560.477661
	Iteration 38F: 3 clusters Score -29763.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7743.944336 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7743.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7531.461426 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7531.461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7622.895020 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7622.895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7655.206055 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -7655.206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7683.800781 Penalty: 457.173126
	Iteration 3F: 3 clusters Score -7683.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7690.547852 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7690.548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7691.896484 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -7691.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7696.835938 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -7696.836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7696.835938 Penalty: 457.173126
	Iteration 7F: 3 clusters Score -7696.836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -6511.373535 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -6511.374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6308.034180 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -6308.034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6357.804688 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -6357.805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6363.028809 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -6363.029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6367.525391 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -6367.525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6369.117676 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -6369.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6369.117676 Penalty: 424.372986
	Iteration 5F: 3 clusters Score -6369.118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1195.668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1189.382080 Penalty: 303.230621
	Iteration 0F: 3 clusters Score -1189.382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (94306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Entering Unmasked Estep 
Score: -5895211.000000 Penalty: 521.170654
	Iteration 0F: 2 clusters Score -5895211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -5833186.500000 Penalty: 1042.341309
	Iteration 0F: 3 clusters Score -5833186 nChanged 45936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -5864382.000000 Penalty: 1042.341309
	Iteration 1F: 3 clusters Score -5864382 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -5868266.000000 Penalty: 1042.341309
	Iteration 2F: 3 clusters Score -5868266 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -5873439.000000 Penalty: 1042.341309
	Iteration 3F: 3 clusters Score -5873439 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -5877963.500000 Penalty: 1042.341309
	Iteration 4F: 3 clusters Score -5877964 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -5879981.500000 Penalty: 1042.341309
	Iteration 5Q: 3 clusters Score -5879982 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -5880531.500000 Penalty: 1042.341309
	Iteration 6Q: 3 clusters Score -5880532 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -5880787.000000 Penalty: 1042.341309
	Iteration 7Q: 3 clusters Score -5880787 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -5880959.500000 Penalty: 1042.341309
	Iteration 8Q: 3 clusters Score -5880960 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -5881113.000000 Penalty: 1042.341309
	Iteration 9Q: 3 clusters Score -5881113 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -5881303.500000 Penalty: 1042.341309
	Iteration 10Q: 3 clusters Score -5881304 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -5881420.000000 Penalty: 1042.341309
	Iteration 11Q: 3 clusters Score -5881420 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -5881587.000000 Penalty: 1042.341309
	Iteration 12Q: 3 clusters Score -5881587 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -5881765.000000 Penalty: 1042.341309
	Iteration 13Q: 3 clusters Score -5881765 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -5881969.500000 Penalty: 1042.341309
	Iteration 14Q: 3 clusters Score -5881970 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -5882244.500000 Penalty: 1042.341309
	Iteration 15Q: 3 clusters Score -5882244 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -5882463.000000 Penalty: 1042.341309
	Iteration 16Q: 3 clusters Score -5882463 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -5882782.000000 Penalty: 1042.341309
	Iteration 17Q: 3 clusters Score -5882782 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -5883048.000000 Penalty: 1042.341309
	Iteration 18Q: 3 clusters Score -5883048 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -5883309.500000 Penalty: 1042.341309
	Iteration 19Q: 3 clusters Score -5883310 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -5883614.500000 Penalty: 1042.341309
	Iteration 20F: 3 clusters Score -5883614 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -5883950.500000 Penalty: 1042.341309
	Iteration 21Q: 3 clusters Score -5883950 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -5884271.000000 Penalty: 1042.341309
	Iteration 22Q: 3 clusters Score -5884271 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -5884653.000000 Penalty: 1042.341309
	Iteration 23Q: 3 clusters Score -5884653 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -5885042.000000 Penalty: 1042.341309
	Iteration 24Q: 3 clusters Score -5885042 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -5885415.500000 Penalty: 1042.341309
	Iteration 25Q: 3 clusters Score -5885416 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -5885777.500000 Penalty: 1042.341309
	Iteration 26Q: 3 clusters Score -5885778 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -5886143.500000 Penalty: 1042.341309
	Iteration 27Q: 3 clusters Score -5886144 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -5886589.500000 Penalty: 1042.341309
	Iteration 28Q: 3 clusters Score -5886590 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -5886951.500000 Penalty: 1042.341309
	Iteration 29Q: 3 clusters Score -5886952 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -5887253.500000 Penalty: 1042.341309
	Iteration 30Q: 3 clusters Score -5887254 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -5887528.000000 Penalty: 1042.341309
	Iteration 31Q: 3 clusters Score -5887528 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -5887655.500000 Penalty: 1042.341309
	Iteration 32Q: 3 clusters Score -5887656 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -5887775.000000 Penalty: 1042.341309
	Iteration 33Q: 3 clusters Score -5887775 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -5887854.500000 Penalty: 1042.341309
	Iteration 34Q: 3 clusters Score -5887854 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -5887927.000000 Penalty: 1042.341309
	Iteration 35Q: 3 clusters Score -5887927 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -5888001.500000 Penalty: 1042.341309
	Iteration 36Q: 3 clusters Score -5888002 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -5888039.500000 Penalty: 1042.341309
	Iteration 37Q: 3 clusters Score -5888040 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -5888081.000000 Penalty: 1042.341309
	Iteration 38Q: 3 clusters Score -5888081 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 63718 members 
Entering Unmasked Estep 
Score: -5888112.500000 Penalty: 1042.341309
	Iteration 39Q: 3 clusters Score -5888112 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -5888168.500000 Penalty: 1042.341309
	Iteration 40F: 3 clusters Score -5888168 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -5888203.000000 Penalty: 1042.341309
	Iteration 41Q: 3 clusters Score -5888203 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -5888224.500000 Penalty: 1042.341309
	Iteration 42Q: 3 clusters Score -5888224 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -5888267.000000 Penalty: 1042.341309
	Iteration 43Q: 3 clusters Score -5888267 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -5888292.500000 Penalty: 1042.341309
	Iteration 44Q: 3 clusters Score -5888292 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -5888325.000000 Penalty: 1042.341309
	Iteration 45Q: 3 clusters Score -5888325 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -5888365.000000 Penalty: 1042.341309
	Iteration 46Q: 3 clusters Score -5888365 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -5888405.000000 Penalty: 1042.341309
	Iteration 47Q: 3 clusters Score -5888405 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -5888460.500000 Penalty: 1042.341309
	Iteration 48Q: 3 clusters Score -5888460 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 67696 members 
Entering Unmasked Estep 
Score: -5888480.000000 Penalty: 1042.341309
	Iteration 49Q: 3 clusters Score -5888480 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -5888498.000000 Penalty: 1042.341309
	Iteration 50Q: 3 clusters Score -5888498 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 68549 members 
Entering Unmasked Estep 
Score: -5888519.500000 Penalty: 1042.341309
	Iteration 51Q: 3 clusters Score -5888520 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -5888584.500000 Penalty: 1042.341309
	Iteration 52Q: 3 clusters Score -5888584 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -5888637.000000 Penalty: 1042.341309
	Iteration 53Q: 3 clusters Score -5888637 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -5888677.000000 Penalty: 1042.341309
	Iteration 54Q: 3 clusters Score -5888677 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -5888697.000000 Penalty: 1042.341309
	Iteration 55Q: 3 clusters Score -5888697 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -5888784.500000 Penalty: 1042.341309
	Iteration 56Q: 3 clusters Score -5888784 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -5888856.500000 Penalty: 1042.341309
	Iteration 57Q: 3 clusters Score -5888856 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -5888950.000000 Penalty: 1042.341309
	Iteration 58Q: 3 clusters Score -5888950 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -5889021.000000 Penalty: 1042.341309
	Iteration 59Q: 3 clusters Score -5889021 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -5889152.000000 Penalty: 1042.341309
	Iteration 60F: 3 clusters Score -5889152 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -5889233.500000 Penalty: 1042.341309
	Iteration 61Q: 3 clusters Score -5889234 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -5889340.500000 Penalty: 1042.341309
	Iteration 62Q: 3 clusters Score -5889340 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -5889442.000000 Penalty: 1042.341309
	Iteration 63Q: 3 clusters Score -5889442 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -5889585.000000 Penalty: 1042.341309
	Iteration 64Q: 3 clusters Score -5889585 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -5889730.500000 Penalty: 1042.341309
	Iteration 65Q: 3 clusters Score -5889730 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -5889840.000000 Penalty: 1042.341309
	Iteration 66Q: 3 clusters Score -5889840 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -5889949.500000 Penalty: 1042.341309
	Iteration 67Q: 3 clusters Score -5889950 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -5890139.000000 Penalty: 1042.341309
	Iteration 68Q: 3 clusters Score -5890139 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -5890282.500000 Penalty: 1042.341309
	Iteration 69Q: 3 clusters Score -5890282 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -5890491.000000 Penalty: 1042.341309
	Iteration 70Q: 3 clusters Score -5890491 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -5890755.500000 Penalty: 1042.341309
	Iteration 71Q: 3 clusters Score -5890756 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -5890960.000000 Penalty: 1042.341309
	Iteration 72Q: 3 clusters Score -5890960 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -5891208.000000 Penalty: 1042.341309
	Iteration 73Q: 3 clusters Score -5891208 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -5891505.000000 Penalty: 1042.341309
	Iteration 74Q: 3 clusters Score -5891505 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 85409 members 
Entering Unmasked Estep 
Score: -5891794.500000 Penalty: 1042.341309
	Iteration 75Q: 3 clusters Score -5891794 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -5892155.500000 Penalty: 1042.341309
	Iteration 76Q: 3 clusters Score -5892156 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -5892569.000000 Penalty: 1042.341309
	Iteration 77Q: 3 clusters Score -5892569 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -5892979.000000 Penalty: 1042.341309
	Iteration 78Q: 3 clusters Score -5892979 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -5893438.500000 Penalty: 1042.341309
	Iteration 79Q: 3 clusters Score -5893438 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -5893833.500000 Penalty: 1042.341309
	Iteration 80F: 3 clusters Score -5893834 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -5894186.500000 Penalty: 1042.341309
	Iteration 81Q: 3 clusters Score -5894186 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -5894397.500000 Penalty: 1042.341309
	Iteration 82Q: 3 clusters Score -5894398 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -5894509.000000 Penalty: 1042.341309
	Iteration 83Q: 3 clusters Score -5894509 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -5894647.000000 Penalty: 1042.341309
	Iteration 84Q: 3 clusters Score -5894647 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -5894721.000000 Penalty: 1042.341309
	Iteration 85Q: 3 clusters Score -5894721 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -5894773.000000 Penalty: 1042.341309
	Iteration 86Q: 3 clusters Score -5894773 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 94021 members 
Entering Unmasked Estep 
Score: -5894800.000000 Penalty: 1042.341309
	Iteration 87Q: 3 clusters Score -5894800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 94069 members 
Entering Unmasked Estep 
Score: -5894814.000000 Penalty: 1042.341309
	Iteration 88Q: 3 clusters Score -5894814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 94105 members 
Entering Unmasked Estep 
Score: -5894823.500000 Penalty: 1042.341309
	Iteration 89Q: 3 clusters Score -5894824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -5894851.500000 Penalty: 1042.341309
	Iteration 90Q: 3 clusters Score -5894852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -5894857.000000 Penalty: 1042.341309
	Iteration 91Q: 3 clusters Score -5894857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -5894856.500000 Penalty: 1042.341309
	Iteration 92Q: 3 clusters Score -5894856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -5894860.500000 Penalty: 1042.341309
	Iteration 93Q: 3 clusters Score -5894860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -5894857.000000 Penalty: 1042.341309
	Iteration 94Q: 3 clusters Score -5894857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -5894856.500000 Penalty: 1042.341309
	Iteration 95Q: 3 clusters Score -5894856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 94155 members 
Entering Unmasked Estep 
Score: -5894856.000000 Penalty: 1042.341309
	Iteration 96Q: 3 clusters Score -5894856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 94156 members 
Entering Unmasked Estep 
Score: -5894853.500000 Penalty: 1042.341309
	Iteration 97Q: 3 clusters Score -5894854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -5894855.500000 Penalty: 1042.341309
	Iteration 98Q: 3 clusters Score -5894856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -5894856.500000 Penalty: 1042.341309
	Iteration 99Q: 3 clusters Score -5894856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -5894859.500000 Penalty: 1042.341309
	Iteration 100F: 3 clusters Score -5894860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -5894856.000000 Penalty: 1042.341309
	Iteration 101Q: 3 clusters Score -5894856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -5894857.500000 Penalty: 1042.341309
	Iteration 102Q: 3 clusters Score -5894858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -5894859.000000 Penalty: 1042.341309
	Iteration 103Q: 3 clusters Score -5894859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -5894859.000000 Penalty: 1042.341309
	Iteration 104Q: 3 clusters Score -5894859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -5894859.000000 Penalty: 1042.341309
	Iteration 105F: 3 clusters Score -5894859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -52754.218750 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -52754.22 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 447 members 
Entering Unmasked Estep 
Score: -51998.164062 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -51998.16 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -52200.109375 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -52200.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -52244.792969 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -52244.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -52275.046875 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -52275.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -52291.703125 Penalty: 617.693909
	Iteration 4Q: 3 clusters Score -52291.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52302.699219 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -52302.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52311.339844 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -52311.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -52323.636719 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -52323.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -52329.351562 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -52329.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52333.554688 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -52333.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52342.074219 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -52342.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -52350.828125 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -52350.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -52356.632812 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -52356.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -52367.089844 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -52367.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -52376.019531 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -52376.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -52380.285156 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -52380.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -52383.250000 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -52383.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -52386.683594 Penalty: 617.693909
	Iteration 17Q: 3 clusters Score -52386.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -52390.171875 Penalty: 617.693909
	Iteration 18Q: 3 clusters Score -52390.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52394.496094 Penalty: 617.693909
	Iteration 19Q: 3 clusters Score -52394.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -52398.074219 Penalty: 617.693909
	Iteration 20F: 3 clusters Score -52398.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -52403.304688 Penalty: 617.693909
	Iteration 21Q: 3 clusters Score -52403.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -52412.289062 Penalty: 617.693909
	Iteration 22Q: 3 clusters Score -52412.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -52422.382812 Penalty: 617.693909
	Iteration 23Q: 3 clusters Score -52422.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -52436.109375 Penalty: 617.693909
	Iteration 24Q: 3 clusters Score -52436.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -52442.300781 Penalty: 617.693909
	Iteration 25Q: 3 clusters Score -52442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -52445.843750 Penalty: 617.693909
	Iteration 26Q: 3 clusters Score -52445.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -52447.753906 Penalty: 617.693909
	Iteration 27Q: 3 clusters Score -52447.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -52448.996094 Penalty: 617.693909
	Iteration 28Q: 3 clusters Score -52449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -52450.449219 Penalty: 617.693909
	Iteration 29Q: 3 clusters Score -52450.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52452.003906 Penalty: 617.693909
	Iteration 30Q: 3 clusters Score -52452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52452.546875 Penalty: 617.693909
	Iteration 31Q: 3 clusters Score -52452.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -52452.878906 Penalty: 617.693909
	Iteration 32Q: 3 clusters Score -52452.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -52452.878906 Penalty: 617.693909
	Iteration 33F: 3 clusters Score -52452.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13095.097656 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -13095.1 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 97 members 
Entering Unmasked Estep 
Score: -12819.029297 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12819.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12866.047852 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12866.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12873.346680 Penalty: 476.998962
	Iteration 2Q: 3 clusters Score -12873.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12881.848633 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12881.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12889.290039 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12889.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12893.708984 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -12893.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12896.326172 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -12896.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12897.050781 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -12897.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12897.050781 Penalty: 476.998962
	Iteration 8F: 3 clusters Score -12897.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 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 138 members 
Entering Unmasked Estep 
Score: -14951.322266 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14951.32 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15048.036133 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15048.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15065.681641 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15065.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15071.362305 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -15071.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15074.148438 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15074.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15074.705078 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15074.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15076.547852 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15076.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15076.547852 Penalty: 510.461945
	Iteration 7F: 3 clusters Score -15076.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3438.805908 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3438.806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3446.597412 Penalty: 367.917664
	Iteration 1Q: 3 clusters Score -3446.597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3446.597412 Penalty: 367.917664
	Iteration 2F: 3 clusters Score -3446.597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3619.111084 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3619.111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3643.558838 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3643.559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3658.267578 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3658.268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3668.030273 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -3668.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3675.385498 Penalty: 390.431824
	Iteration 4Q: 3 clusters Score -3675.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3675.385498 Penalty: 390.431824
	Iteration 5F: 3 clusters Score -3675.385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -36541.335938 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -36541.34 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 276 members 
Entering Unmasked Estep 
Score: -36023.222656 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -36023.22 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36209.992188 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -36209.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36268.835938 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -36268.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36311.156250 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -36311.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36346.136719 Penalty: 573.538330
	Iteration 4F: 3 clusters Score -36346.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36380.144531 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -36380.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36412.054688 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -36412.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36442.410156 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -36442.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36461.429688 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -36461.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36467.070312 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -36467.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36469.613281 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -36469.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36471.042969 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -36471.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -36471.042969 Penalty: 573.538330
	Iteration 12F: 3 clusters Score -36471.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 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 105 members 
Entering Unmasked Estep 
Score: -9583.133789 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9583.134 nChanged 57
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: -9651.635742 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9651.636 nChanged 11
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: -9668.422852 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9668.423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9676.270508 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9676.271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9686.064453 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9686.064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9693.410156 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9693.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9696.000977 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9696.001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9696.000977 Penalty: 479.842987
	Iteration 7F: 3 clusters Score -9696.001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3110.018311 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3110.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2919.512451 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -2919.512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3024.578125 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -3024.578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3153.158447 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -3153.158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 39 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 62 members 
Entering Unmasked Estep 
Score: -14141287.000000 Penalty: 62414.183594
Splitting cluster 82 changes total score from -14141595.000000 to -14141287.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -11561.210938 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -11561.21 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 67 members 
Entering Unmasked Estep 
Score: -11327.939453 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -11327.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11402.791016 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -11402.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11424.163086 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -11424.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11435.443359 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -11435.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11444.272461 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -11444.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11447.190430 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -11447.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11451.854492 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -11451.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11455.252930 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -11455.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11456.110352 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -11456.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11456.110352 Penalty: 464.641052
	Iteration 9F: 3 clusters Score -11456.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -96740.195312 Penalty: 337.170776
	Iteration 0F: 2 clusters Score -96740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -95524.453125 Penalty: 674.341553
	Iteration 0F: 3 clusters Score -95524.45 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -95904.367188 Penalty: 674.341553
	Iteration 1F: 3 clusters Score -95904.37 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -95997.242188 Penalty: 674.341553
	Iteration 2F: 3 clusters Score -95997.24 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -96050.664062 Penalty: 674.341553
	Iteration 3F: 3 clusters Score -96050.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -96100.718750 Penalty: 674.341553
	Iteration 4Q: 3 clusters Score -96100.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -96156.445312 Penalty: 674.341553
	Iteration 5Q: 3 clusters Score -96156.45 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -96198.203125 Penalty: 674.341553
	Iteration 6Q: 3 clusters Score -96198.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -96229.757812 Penalty: 674.341553
	Iteration 7Q: 3 clusters Score -96229.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -96252.953125 Penalty: 674.341553
	Iteration 8Q: 3 clusters Score -96252.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -96272.007812 Penalty: 674.341553
	Iteration 9Q: 3 clusters Score -96272.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -96283.570312 Penalty: 674.341553
	Iteration 10Q: 3 clusters Score -96283.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -96292.492188 Penalty: 674.341553
	Iteration 11Q: 3 clusters Score -96292.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -96297.046875 Penalty: 674.341553
	Iteration 12Q: 3 clusters Score -96297.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -96299.382812 Penalty: 674.341553
	Iteration 13Q: 3 clusters Score -96299.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -96301.078125 Penalty: 674.341553
	Iteration 14Q: 3 clusters Score -96301.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -96302.960938 Penalty: 674.341553
	Iteration 15Q: 3 clusters Score -96302.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -96303.437500 Penalty: 674.341553
	Iteration 16Q: 3 clusters Score -96303.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -96303.617188 Penalty: 674.341553
	Iteration 17Q: 3 clusters Score -96303.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -96303.640625 Penalty: 674.341553
	Iteration 18Q: 3 clusters Score -96303.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -96303.843750 Penalty: 674.341553
	Iteration 19Q: 3 clusters Score -96303.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -96304.109375 Penalty: 674.341553
	Iteration 20F: 3 clusters Score -96304.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -96304.757812 Penalty: 674.341553
	Iteration 21Q: 3 clusters Score -96304.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -96305.265625 Penalty: 674.341553
	Iteration 22Q: 3 clusters Score -96305.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -96305.585938 Penalty: 674.341553
	Iteration 23Q: 3 clusters Score -96305.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -96305.585938 Penalty: 674.341553
	Iteration 24F: 3 clusters Score -96305.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (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: -31463.062500 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -31463.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30957.480469 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -30957.48 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31080.740234 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -31080.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31117.833984 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -31117.83 nChanged 23
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: -31141.771484 Penalty: 572.532776
	Iteration 3Q: 3 clusters Score -31141.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31165.048828 Penalty: 572.532776
	Iteration 4F: 3 clusters Score -31165.05 nChanged 25
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: -31181.687500 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -31181.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31205.492188 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -31205.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31224.945312 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -31224.95 nChanged 17
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: -31238.250000 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -31238.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31253.267578 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -31253.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31273.236328 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -31273.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31293.025391 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -31293.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31305.060547 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -31305.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31321.722656 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -31321.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31340.560547 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -31340.56 nChanged 9
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: -31350.953125 Penalty: 572.532776
	Iteration 15Q: 3 clusters Score -31350.95 nChanged 9
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: -31363.011719 Penalty: 572.532776
	Iteration 16Q: 3 clusters Score -31363.01 nChanged 9
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: -31377.644531 Penalty: 572.532776
	Iteration 17Q: 3 clusters Score -31377.64 nChanged 10
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: -31391.810547 Penalty: 572.532776
	Iteration 18Q: 3 clusters Score -31391.81 nChanged 9
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: -31404.222656 Penalty: 572.532776
	Iteration 19Q: 3 clusters Score -31404.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31416.052734 Penalty: 572.532776
	Iteration 20F: 3 clusters Score -31416.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31423.927734 Penalty: 572.532776
	Iteration 21Q: 3 clusters Score -31423.93 nChanged 5
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: -31430.365234 Penalty: 572.532776
	Iteration 22Q: 3 clusters Score -31430.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31437.212891 Penalty: 572.532776
	Iteration 23Q: 3 clusters Score -31437.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31444.759766 Penalty: 572.532776
	Iteration 24Q: 3 clusters Score -31444.76 nChanged 4
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: -31450.625000 Penalty: 572.532776
	Iteration 25Q: 3 clusters Score -31450.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31452.824219 Penalty: 572.532776
	Iteration 26Q: 3 clusters Score -31452.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31452.824219 Penalty: 572.532776
	Iteration 27F: 3 clusters Score -31452.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4696.226562 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4696.227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4495.656738 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4495.657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4554.359375 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4554.359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4562.682129 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4562.682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4564.243652 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4564.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4564.243652 Penalty: 421.760345
	Iteration 4F: 3 clusters Score -4564.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7941.916992 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7941.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7710.193848 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7710.194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7751.042969 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7751.043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7772.825195 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7772.825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7777.722168 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7777.722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7788.374512 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7788.375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7822.489258 Penalty: 445.703430
	Iteration 5F: 3 clusters Score -7822.489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7846.694824 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7846.695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7852.749512 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7852.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7860.961426 Penalty: 445.703430
	Iteration 8Q: 3 clusters Score -7860.961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7860.961426 Penalty: 445.703430
	Iteration 9F: 3 clusters Score -7860.961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 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 258 members 
Entering Unmasked Estep 
Score: -29379.390625 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29379.39 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29500.882812 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29500.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29539.242188 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29539.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29563.146484 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -29563.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29580.689453 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29580.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29601.794922 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29601.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29616.464844 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29616.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29631.050781 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29631.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29638.685547 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29638.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29647.486328 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29647.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29664.398438 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29675.039062 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29675.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29681.123047 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29681.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29685.296875 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29689.394531 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29689.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29692.367188 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29692.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -29693.042969 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29693.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29693.273438 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29693.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29693.273438 Penalty: 562.945007
	Iteration 18F: 3 clusters Score -29693.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5006.084473 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5006.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4802.107910 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4802.108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4906.528320 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4906.528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4919.277344 Penalty: 431.788818
	Iteration 2Q: 3 clusters Score -4919.277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4929.676758 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -4929.677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4931.735352 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -4931.735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4934.179199 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -4934.179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4937.836914 Penalty: 431.788818
	Iteration 6Q: 3 clusters Score -4937.837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4956.347656 Penalty: 431.788818
	Iteration 7Q: 3 clusters Score -4956.348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4970.286133 Penalty: 431.788818
	Iteration 8Q: 3 clusters Score -4970.286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4970.286133 Penalty: 431.788818
	Iteration 9F: 3 clusters Score -4970.286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12450.591797 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12450.59 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 102 members 
Entering Unmasked Estep 
Score: -12157.759766 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12157.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12226.969727 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12226.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12265.241211 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12265.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12279.379883 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12279.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12291.981445 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12291.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12298.269531 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12298.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12303.396484 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12309.052734 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12309.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12310.476562 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -12310.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12310.476562 Penalty: 481.232300
	Iteration 9F: 3 clusters Score -12310.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4617.399414 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4617.399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4657.444336 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4657.444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4668.735840 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -4668.736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4669.735840 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4669.736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4669.735840 Penalty: 410.488220
	Iteration 4F: 3 clusters Score -4669.736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -12696.227539 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -12696.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12400.116211 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -12400.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12466.875977 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -12466.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12490.391602 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -12490.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12498.112305 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -12498.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12504.596680 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -12504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12505.841797 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -12505.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12505.841797 Penalty: 489.989075
	Iteration 6F: 3 clusters Score -12505.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2036.796753 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2036.797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2047.913574 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2047.914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2059.537109 Penalty: 357.796143
	Iteration 2Q: 3 clusters Score -2059.537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2066.666748 Penalty: 357.796143
	Iteration 3Q: 3 clusters Score -2066.667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2069.523438 Penalty: 357.796143
	Iteration 4Q: 3 clusters Score -2069.523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2069.523438 Penalty: 357.796143
	Iteration 5F: 3 clusters Score -2069.523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2838.082031 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2838.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2681.509521 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2681.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2695.371338 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2695.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2699.421387 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2699.421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2701.656250 Penalty: 367.917664
	Iteration 3Q: 3 clusters Score -2701.656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2701.656250 Penalty: 367.917664
	Iteration 4F: 3 clusters Score -2701.656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4555.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4522.844238 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4522.844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -4586.079590 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4586.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -4611.969238 Penalty: 395.286285
	Iteration 2Q: 3 clusters Score -4611.969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -4616.110840 Penalty: 395.286285
	Iteration 3Q: 3 clusters Score -4616.111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: 25603.492188 Penalty: 197.643143
	Iteration 4F: 2 clusters Score 25603.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 5F: 2 clusters Score -4555.416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -43861.996094 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -43862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43307.285156 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -43307.29 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43464.625000 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -43464.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43510.722656 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -43510.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43545.207031 Penalty: 585.980835
	Iteration 3Q: 3 clusters Score -43545.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43570.835938 Penalty: 585.980835
	Iteration 4Q: 3 clusters Score -43570.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43586.343750 Penalty: 585.980835
	Iteration 5Q: 3 clusters Score -43586.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43599.269531 Penalty: 585.980835
	Iteration 6Q: 3 clusters Score -43599.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43611.609375 Penalty: 585.980835
	Iteration 7Q: 3 clusters Score -43611.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43620.722656 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -43620.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43625.093750 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -43625.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43627.984375 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -43627.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43631.070312 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -43631.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43637.535156 Penalty: 585.980835
	Iteration 12Q: 3 clusters Score -43637.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43638.828125 Penalty: 585.980835
	Iteration 13Q: 3 clusters Score -43638.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43639.671875 Penalty: 585.980835
	Iteration 14Q: 3 clusters Score -43639.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43639.843750 Penalty: 585.980835
	Iteration 15Q: 3 clusters Score -43639.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43640.195312 Penalty: 585.980835
	Iteration 16Q: 3 clusters Score -43640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43640.394531 Penalty: 585.980835
	Iteration 17Q: 3 clusters Score -43640.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43640.394531 Penalty: 585.980835
	Iteration 18F: 3 clusters Score -43640.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -18900.324219 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -18900.32 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 149 members 
Entering Unmasked Estep 
Score: -18563.095703 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -18563.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18633.550781 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -18633.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18642.912109 Penalty: 515.644836
	Iteration 2Q: 3 clusters Score -18642.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18651.923828 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -18651.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18656.250000 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -18656.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18662.369141 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -18662.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18665.083984 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -18665.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18666.416016 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -18666.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18667.408203 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -18667.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18667.408203 Penalty: 515.644836
	Iteration 9F: 3 clusters Score -18667.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -36826.085938 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -36826.09 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 328 members 
Entering Unmasked Estep 
Score: -36215.589844 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -36215.59 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36406.660156 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -36406.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36457.289062 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -36457.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36484.683594 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -36484.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36508.046875 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -36508.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -36525.507812 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -36525.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -36537.441406 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -36537.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36543.984375 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -36543.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -36548.621094 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -36548.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36552.269531 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -36552.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36553.996094 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -36554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -36557.960938 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -36557.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36562.246094 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -36562.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36567.734375 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -36567.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -36571.730469 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -36571.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -36576.296875 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -36576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -36584.140625 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -36584.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -36592.578125 Penalty: 593.376526
	Iteration 17Q: 3 clusters Score -36592.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -36596.367188 Penalty: 593.376526
	Iteration 18Q: 3 clusters Score -36596.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -36598.050781 Penalty: 593.376526
	Iteration 19Q: 3 clusters Score -36598.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -36598.996094 Penalty: 593.376526
	Iteration 20F: 3 clusters Score -36599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -36599.433594 Penalty: 593.376526
	Iteration 21Q: 3 clusters Score -36599.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -36600.066406 Penalty: 593.376526
	Iteration 22Q: 3 clusters Score -36600.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -36600.535156 Penalty: 593.376526
	Iteration 23Q: 3 clusters Score -36600.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -36600.535156 Penalty: 593.376526
	Iteration 24F: 3 clusters Score -36600.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16359.603516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16359.6 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 141 members 
Entering Unmasked Estep 
Score: -16013.965820 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16013.97 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16116.930664 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16116.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16153.467773 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16153.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16180.532227 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -16180.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16197.678711 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16197.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16229.604492 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16229.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16294.503906 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16294.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16332.623047 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16332.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16339.358398 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16339.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16344.057617 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16344.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16344.057617 Penalty: 520.249512
	Iteration 10F: 3 clusters Score -16344.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13478.219727 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13478.22 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 135 members 
Entering Unmasked Estep 
Score: -13154.657227 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13154.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13290.280273 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13290.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13322.679688 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13322.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13355.510742 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -13355.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13392.085938 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -13392.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13439.501953 Penalty: 512.765869
	Iteration 5F: 3 clusters Score -13439.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13482.518555 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13482.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13505.995117 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13520.624023 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13520.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13531.204102 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13557.591797 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -13557.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13574.097656 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -13574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13579.843750 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -13579.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13582.436523 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -13582.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13582.436523 Penalty: 512.765869
	Iteration 14F: 3 clusters Score -13582.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 150 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 130 members 
Entering Unmasked Estep 
Score: -14141394.000000 Penalty: 62414.183594
Splitting cluster 100 changes total score from -14141595.000000 to -14141394.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 101 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16909.335938 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -16909.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16584.523438 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -16584.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16700.500000 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -16700.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16740.626953 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -16740.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16784.457031 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -16784.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16819.457031 Penalty: 508.098145
	Iteration 4F: 3 clusters Score -16819.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16827.515625 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -16827.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16840.121094 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -16840.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16841.208984 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -16841.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16842.052734 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -16842.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16845.595703 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -16845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16846.406250 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -16846.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16846.406250 Penalty: 508.098145
	Iteration 11F: 3 clusters Score -16846.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4579.464844 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4579.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4426.610352 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4426.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4474.747070 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4474.747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4487.054688 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4487.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4487.953125 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -4487.953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4487.953125 Penalty: 416.298676
	Iteration 4F: 3 clusters Score -4487.953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -49249.890625 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -49249.89 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 308 members 
Entering Unmasked Estep 
Score: -48689.824219 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -48689.82 nChanged 229
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: -48868.738281 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -48868.74 nChanged 53
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: -48908.910156 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -48908.91 nChanged 30
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: -48940.933594 Penalty: 591.343628
	Iteration 3Q: 3 clusters Score -48940.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48973.300781 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -48973.3 nChanged 28
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: -49007.597656 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -49007.6 nChanged 26
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: -49030.050781 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -49030.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49046.398438 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -49046.4 nChanged 19
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: -49060.285156 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -49060.29 nChanged 20
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: -49077.875000 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -49077.88 nChanged 19
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: -49094.859375 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -49094.86 nChanged 14
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: -49105.933594 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -49105.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49111.031250 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -49111.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49114.394531 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -49114.39 nChanged 5
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: -49117.894531 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -49117.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -49124.726562 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -49124.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49133.257812 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -49133.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49150.136719 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -49150.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49166.222656 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -49166.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -49174.425781 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -49174.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -49175.625000 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -49175.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49176.937500 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -49176.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49177.640625 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -49177.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -49179.101562 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -49179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -49179.445312 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -49179.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -49179.445312 Penalty: 591.343628
	Iteration 25F: 3 clusters Score -49179.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12001.575195 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12001.58 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 124 members 
Entering Unmasked Estep 
Score: -11727.909180 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11727.91 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11854.258789 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11854.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11895.571289 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11895.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11923.740234 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -11923.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11936.369141 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -11936.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11944.770508 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -11944.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11957.408203 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -11957.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11996.483398 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -11996.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12011.742188 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -12011.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12018.838867 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -12018.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12025.709961 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -12025.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12025.709961 Penalty: 502.816223
	Iteration 11F: 3 clusters Score -12025.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 174 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 77 members 
Entering Unmasked Estep 
Score: -14141307.000000 Penalty: 62414.183594
Splitting cluster 104 changes total score from -14141595.000000 to -14141307.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 105 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6005.026367 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6005.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5773.386230 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5773.386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5834.524414 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5834.524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5864.133301 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -5864.133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5872.012695 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5872.013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5874.071289 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -5874.071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5878.098633 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5878.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5879.369141 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -5879.369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5879.369141 Penalty: 441.534760
	Iteration 7F: 3 clusters Score -5879.369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -23227.230469 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -23227.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22832.017578 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -22832.02 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22946.431641 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -22946.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23002.753906 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -23002.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23043.220703 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -23043.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23067.912109 Penalty: 544.538208
	Iteration 4F: 3 clusters Score -23067.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23084.472656 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -23084.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23097.625000 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -23097.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23102.166016 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -23102.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23106.496094 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -23106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23109.218750 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -23109.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23115.933594 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -23115.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23122.623047 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -23122.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23123.705078 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -23123.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23125.886719 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -23125.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23127.955078 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -23127.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23131.458984 Penalty: 544.538208
	Iteration 15Q: 3 clusters Score -23131.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23135.285156 Penalty: 544.538208
	Iteration 16Q: 3 clusters Score -23135.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23136.845703 Penalty: 544.538208
	Iteration 17Q: 3 clusters Score -23136.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23138.537109 Penalty: 544.538208
	Iteration 18Q: 3 clusters Score -23138.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23138.537109 Penalty: 544.538208
	Iteration 19F: 3 clusters Score -23138.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -4643.028320 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -4643.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4450.104004 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4450.104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4584.867676 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4584.868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4655.819336 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -4655.819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4705.140625 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -4705.141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4738.268555 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -4738.269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4773.123535 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -4773.124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4969.957520 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -4969.958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4972.635742 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -4972.636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4972.635742 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -4972.636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 40 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 92 members 
Entering Unmasked Estep 
Score: -14141586.000000 Penalty: 62414.183594
Splitting cluster 107 changes total score from -14141595.000000 to -14141586.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 108 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -33202.074219 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -33202.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32753.814453 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -32753.81 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32868.472656 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -32868.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32895.562500 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -32895.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32925.351562 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -32925.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32945.527344 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -32945.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32959.542969 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -32959.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32968.597656 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -32968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32975.929688 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -32975.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32983.593750 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -32983.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32988.023438 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -32988.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32991.847656 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -32991.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32995.875000 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -32995.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33000.351562 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -33000.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33003.964844 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -33003.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33007.519531 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -33007.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33009.015625 Penalty: 553.896484
	Iteration 15Q: 3 clusters Score -33009.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33009.015625 Penalty: 553.896484
	Iteration 16F: 3 clusters Score -33009.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5971.211914 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5971.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5759.237305 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5759.237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5815.377930 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5815.378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5846.717285 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5846.717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5850.322266 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5850.322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5850.322266 Penalty: 429.383392
	Iteration 4F: 3 clusters Score -5850.322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -16477.615234 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -16477.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16177.682617 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -16177.68 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16236.966797 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -16236.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16259.666016 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -16259.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16276.179688 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -16276.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16280.843750 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -16280.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16283.439453 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -16283.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16288.902344 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -16288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16293.026367 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -16293.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16293.657227 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -16293.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16293.657227 Penalty: 489.989075
	Iteration 9F: 3 clusters Score -16293.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39053 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94306 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141594.000000 Penalty: 61851.894531
Iteration 319Q: 111 clusters Score -1.414159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39050 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15678 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94308 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141605.000000 Penalty: 61851.894531
Iteration 320F: 111 clusters Score -1.41416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39044 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15680 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94312 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141600.000000 Penalty: 61851.894531
Iteration 321Q: 111 clusters Score -1.41416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39038 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15685 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94313 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141602.000000 Penalty: 61851.894531
Iteration 322Q: 111 clusters Score -1.41416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39033 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15689 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94314 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141599.000000 Penalty: 61851.894531
Iteration 323Q: 111 clusters Score -1.41416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39029 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15698 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94311 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141603.000000 Penalty: 61851.894531
Iteration 324Q: 111 clusters Score -1.41416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39024 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15701 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94313 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141602.000000 Penalty: 61851.894531
Iteration 325Q: 111 clusters Score -1.41416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39019 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15704 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94315 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141602.000000 Penalty: 61851.894531
Iteration 326Q: 111 clusters Score -1.41416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39015 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15704 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94319 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141599.000000 Penalty: 61851.894531
Iteration 327Q: 111 clusters Score -1.41416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39013 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15704 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94321 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141607.000000 Penalty: 61851.894531
Iteration 328Q: 111 clusters Score -1.414161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9504 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39011 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15705 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94322 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141600.000000 Penalty: 61851.894531
Iteration 329Q: 111 clusters Score -1.41416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39011 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15705 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94323 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141607.000000 Penalty: 61851.894531
Iteration 330Q: 111 clusters Score -1.414161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39007 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15705 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94327 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141599.000000 Penalty: 61851.894531
Iteration 331Q: 111 clusters Score -1.41416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39006 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15705 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94328 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141597.000000 Penalty: 61851.894531
Iteration 332Q: 111 clusters Score -1.41416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39005 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15705 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94329 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141598.000000 Penalty: 61851.894531
Iteration 333Q: 111 clusters Score -1.41416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39003 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15705 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94331 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141599.000000 Penalty: 61851.894531
Iteration 334Q: 111 clusters Score -1.41416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 39002 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15705 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94332 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141602.000000 Penalty: 61851.894531
Iteration 335Q: 111 clusters Score -1.41416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38999 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15706 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94334 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141598.000000 Penalty: 61851.894531
Iteration 336Q: 111 clusters Score -1.41416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38993 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15710 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94336 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141602.000000 Penalty: 61851.894531
Iteration 337Q: 111 clusters Score -1.41416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38985 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15716 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94338 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141598.000000 Penalty: 61851.894531
Iteration 338Q: 111 clusters Score -1.41416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38973 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15723 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94343 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141598.000000 Penalty: 61851.894531
Iteration 339Q: 111 clusters Score -1.41416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38963 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15727 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94349 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141602.000000 Penalty: 61851.894531
Iteration 340F: 111 clusters Score -1.41416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38948 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15737 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94354 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141612.000000 Penalty: 61851.894531
Iteration 341Q: 111 clusters Score -1.414161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38930 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15744 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94365 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141609.000000 Penalty: 61851.894531
Iteration 342Q: 111 clusters Score -1.414161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38917 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15748 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94373 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141612.000000 Penalty: 61851.894531
Iteration 343Q: 111 clusters Score -1.414161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9502 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38903 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15754 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94381 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141608.000000 Penalty: 61851.894531
Iteration 344Q: 111 clusters Score -1.414161e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38893 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15757 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94388 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141586.000000 Penalty: 61851.894531
Iteration 345Q: 111 clusters Score -1.414159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38881 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15763 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94393 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141590.000000 Penalty: 61851.894531
Iteration 346Q: 111 clusters Score -1.414159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38870 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15770 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94396 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141591.000000 Penalty: 61851.894531
Iteration 347Q: 111 clusters Score -1.414159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38856 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15778 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94402 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141605.000000 Penalty: 61851.894531
Iteration 348Q: 111 clusters Score -1.41416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9502 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38844 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15789 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94402 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141595.000000 Penalty: 61851.894531
Iteration 349Q: 111 clusters Score -1.41416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38838 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15798 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94398 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1654 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141600.000000 Penalty: 61851.894531
Iteration 350Q: 111 clusters Score -1.41416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38824 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15810 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94399 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141590.000000 Penalty: 61851.894531
Iteration 351Q: 111 clusters Score -1.414159e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38806 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15824 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94402 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141583.000000 Penalty: 61851.894531
Iteration 352Q: 111 clusters Score -1.414158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9507 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38787 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15838 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94407 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141589.000000 Penalty: 61851.894531
Iteration 353Q: 111 clusters Score -1.414159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9507 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38767 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15851 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94414 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141602.000000 Penalty: 61851.894531
Iteration 354Q: 111 clusters Score -1.41416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38760 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15857 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94416 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141603.000000 Penalty: 61851.894531
Iteration 355Q: 111 clusters Score -1.41416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38749 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15862 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94422 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1653 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141610.000000 Penalty: 61851.894531
Iteration 356Q: 111 clusters Score -1.414161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38742 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15865 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94427 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141599.000000 Penalty: 61851.894531
Iteration 357Q: 111 clusters Score -1.41416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38734 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15867 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94434 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141604.000000 Penalty: 61851.894531
Iteration 358Q: 111 clusters Score -1.41416e+07 nChanged 16
Entering ConstructFrom: 
Score: -14141604.000000 Penalty: 61851.894531
Entering ConstructFrom: 
Trying to split cluster 1 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -20777.886719 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -20777.89 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 137 members 
Entering Unmasked Estep 
Score: -20420.230469 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -20420.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20514.333984 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -20514.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20562.789062 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -20562.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20655.935547 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -20655.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20793.982422 Penalty: 518.435486
	Iteration 4F: 3 clusters Score -20793.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20840.160156 Penalty: 518.435486
	Iteration 5F: 3 clusters Score -20840.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20855.810547 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -20855.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20857.578125 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -20857.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20857.904297 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -20857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20857.904297 Penalty: 518.435486
	Iteration 9F: 3 clusters Score -20857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 205 members 
Entering Unmasked Estep 
Score: -14141386.000000 Penalty: 62414.183594
Splitting cluster 1 changes total score from -14141604.000000 to -14141386.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11784.724609 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11784.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11873.793945 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11873.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11895.650391 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11895.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11906.030273 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11906.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11909.774414 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11909.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11920.646484 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11920.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11925.329102 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -11925.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11927.593750 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -11927.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11939.195312 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -11939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11949.514648 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -11949.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11976.250977 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -11976.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11999.847656 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -11999.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12027.974609 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -12027.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12037.249023 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -12037.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12046.403320 Penalty: 494.468689
	Iteration 14Q: 3 clusters Score -12046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12046.744141 Penalty: 494.468689
	Iteration 15Q: 3 clusters Score -12046.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12046.744141 Penalty: 494.468689
	Iteration 16F: 3 clusters Score -12046.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4461.544922 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4461.545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4276.230469 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4276.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4420.609863 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4420.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4472.084473 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4472.084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4488.895020 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -4488.895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4490.152344 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4490.152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4498.274414 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -4498.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4498.274414 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -4498.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 76 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 60 members 
Entering Unmasked Estep 
Score: -14141312.000000 Penalty: 62414.183594
Splitting cluster 3 changes total score from -14141604.000000 to -14141312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -37363.175781 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -37363.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36901.769531 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -36901.77 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37080.523438 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -37080.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37112.957031 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -37112.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37128.531250 Penalty: 563.876404
	Iteration 3Q: 3 clusters Score -37128.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37152.730469 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -37152.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37179.218750 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -37179.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37192.011719 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -37192.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37197.792969 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -37197.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37209.855469 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -37209.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37217.332031 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -37217.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37218.953125 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -37218.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37224.699219 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -37224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37229.207031 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -37229.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37235.699219 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -37235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37243.402344 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -37243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37253.042969 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -37253.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37261.792969 Penalty: 563.876404
	Iteration 16Q: 3 clusters Score -37261.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37273.445312 Penalty: 563.876404
	Iteration 17Q: 3 clusters Score -37273.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37292.082031 Penalty: 563.876404
	Iteration 18Q: 3 clusters Score -37292.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37320.992188 Penalty: 563.876404
	Iteration 19Q: 3 clusters Score -37320.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37346.460938 Penalty: 563.876404
	Iteration 20F: 3 clusters Score -37346.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37376.312500 Penalty: 563.876404
	Iteration 21Q: 3 clusters Score -37376.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37388.929688 Penalty: 563.876404
	Iteration 22Q: 3 clusters Score -37388.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37393.339844 Penalty: 563.876404
	Iteration 23Q: 3 clusters Score -37393.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37395.308594 Penalty: 563.876404
	Iteration 24Q: 3 clusters Score -37395.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37395.632812 Penalty: 563.876404
	Iteration 25Q: 3 clusters Score -37395.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37398.421875 Penalty: 563.876404
	Iteration 26Q: 3 clusters Score -37398.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37398.421875 Penalty: 563.876404
	Iteration 27F: 3 clusters Score -37398.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 245 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 246 members 
Entering Unmasked Estep 
Score: -14141361.000000 Penalty: 62414.183594
Splitting cluster 4 changes total score from -14141604.000000 to -14141361.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -45613.449219 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -45613.45 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 407 members 
Entering Unmasked Estep 
Score: -44887.453125 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -44887.45 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45104.046875 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -45104.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -45171.457031 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -45171.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -45227.167969 Penalty: 611.978088
	Iteration 3F: 3 clusters Score -45227.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -45262.726562 Penalty: 611.978088
	Iteration 4F: 3 clusters Score -45262.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45280.613281 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -45280.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45287.609375 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -45287.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -45303.679688 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -45303.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -45315.921875 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -45315.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -45322.238281 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -45322.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45324.324219 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -45324.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45325.621094 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -45325.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -45327.855469 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -45327.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -45328.625000 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -45328.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -45329.265625 Penalty: 611.978088
	Iteration 14Q: 3 clusters Score -45329.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -45329.996094 Penalty: 611.978088
	Iteration 15Q: 3 clusters Score -45330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45331.640625 Penalty: 611.978088
	Iteration 16Q: 3 clusters Score -45331.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -45333.015625 Penalty: 611.978088
	Iteration 17Q: 3 clusters Score -45333.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -45335.996094 Penalty: 611.978088
	Iteration 18Q: 3 clusters Score -45336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45337.953125 Penalty: 611.978088
	Iteration 19Q: 3 clusters Score -45337.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45339.964844 Penalty: 611.978088
	Iteration 20F: 3 clusters Score -45339.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45343.707031 Penalty: 611.978088
	Iteration 21Q: 3 clusters Score -45343.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -45349.300781 Penalty: 611.978088
	Iteration 22Q: 3 clusters Score -45349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -45352.019531 Penalty: 611.978088
	Iteration 23Q: 3 clusters Score -45352.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45354.171875 Penalty: 611.978088
	Iteration 24Q: 3 clusters Score -45354.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -45355.660156 Penalty: 611.978088
	Iteration 25Q: 3 clusters Score -45355.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -45356.492188 Penalty: 611.978088
	Iteration 26Q: 3 clusters Score -45356.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -45357.671875 Penalty: 611.978088
	Iteration 27Q: 3 clusters Score -45357.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -45358.953125 Penalty: 611.978088
	Iteration 28Q: 3 clusters Score -45358.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -45360.199219 Penalty: 611.978088
	Iteration 29Q: 3 clusters Score -45360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -45360.925781 Penalty: 611.978088
	Iteration 30Q: 3 clusters Score -45360.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -45360.925781 Penalty: 611.978088
	Iteration 31F: 3 clusters Score -45360.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Entering Unmasked Estep 
Score: -573102.687500 Penalty: 416.751007
	Iteration 0F: 2 clusters Score -573102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -566739.687500 Penalty: 833.502014
	Iteration 0F: 3 clusters Score -566739.7 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -569329.000000 Penalty: 833.502014
	Iteration 1F: 3 clusters Score -569329 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -569642.812500 Penalty: 833.502014
	Iteration 2F: 3 clusters Score -569642.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -570070.562500 Penalty: 833.502014
	Iteration 3F: 3 clusters Score -570070.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -570656.000000 Penalty: 833.502014
	Iteration 4F: 3 clusters Score -570656 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -571326.125000 Penalty: 833.502014
	Iteration 5F: 3 clusters Score -571326.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -571837.125000 Penalty: 833.502014
	Iteration 6F: 3 clusters Score -571837.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -572122.750000 Penalty: 833.502014
	Iteration 7Q: 3 clusters Score -572122.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -572282.750000 Penalty: 833.502014
	Iteration 8Q: 3 clusters Score -572282.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -572394.625000 Penalty: 833.502014
	Iteration 9Q: 3 clusters Score -572394.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -572460.250000 Penalty: 833.502014
	Iteration 10Q: 3 clusters Score -572460.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -572528.125000 Penalty: 833.502014
	Iteration 11Q: 3 clusters Score -572528.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -572583.500000 Penalty: 833.502014
	Iteration 12Q: 3 clusters Score -572583.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -572630.250000 Penalty: 833.502014
	Iteration 13Q: 3 clusters Score -572630.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -572672.500000 Penalty: 833.502014
	Iteration 14Q: 3 clusters Score -572672.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -572699.812500 Penalty: 833.502014
	Iteration 15Q: 3 clusters Score -572699.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -572716.750000 Penalty: 833.502014
	Iteration 16Q: 3 clusters Score -572716.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -572731.750000 Penalty: 833.502014
	Iteration 17Q: 3 clusters Score -572731.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -572742.937500 Penalty: 833.502014
	Iteration 18Q: 3 clusters Score -572742.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -572750.687500 Penalty: 833.502014
	Iteration 19Q: 3 clusters Score -572750.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -572756.062500 Penalty: 833.502014
	Iteration 20F: 3 clusters Score -572756.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -572759.750000 Penalty: 833.502014
	Iteration 21Q: 3 clusters Score -572759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -572764.437500 Penalty: 833.502014
	Iteration 22Q: 3 clusters Score -572764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -572766.125000 Penalty: 833.502014
	Iteration 23Q: 3 clusters Score -572766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -572766.750000 Penalty: 833.502014
	Iteration 24Q: 3 clusters Score -572766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -572766.750000 Penalty: 833.502014
	Iteration 25F: 3 clusters Score -572766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -177225.125000 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -177225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -175696.296875 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -175696.3 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -176309.312500 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -176309.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -176440.578125 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -176440.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -176571.156250 Penalty: 698.685608
	Iteration 3F: 3 clusters Score -176571.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -176752.843750 Penalty: 698.685608
	Iteration 4F: 3 clusters Score -176752.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -176959.359375 Penalty: 698.685608
	Iteration 5F: 3 clusters Score -176959.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -177101.359375 Penalty: 698.685608
	Iteration 6F: 3 clusters Score -177101.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -177167.250000 Penalty: 698.685608
	Iteration 7Q: 3 clusters Score -177167.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -177194.218750 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -177194.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -177205.578125 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -177205.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -177210.250000 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -177210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -177212.265625 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -177212.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -177213.203125 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -177213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -177213.468750 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -177213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -177213.468750 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -177213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -177214.000000 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -177214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -177214.531250 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -177214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -177214.546875 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -177214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -177214.546875 Penalty: 698.685608
	Iteration 18F: 3 clusters Score -177214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28358.257812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28358.26 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 226 members 
Entering Unmasked Estep 
Score: -27872.091797 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27872.09 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27952.916016 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -27952.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27984.869141 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -27984.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28009.074219 Penalty: 558.729492
	Iteration 3F: 3 clusters Score -28009.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28031.220703 Penalty: 558.729492
	Iteration 4F: 3 clusters Score -28031.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28050.167969 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28050.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28058.662109 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -28058.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28068.601562 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -28068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28075.880859 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -28075.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28078.564453 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -28078.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28080.611328 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -28080.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28083.259766 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -28083.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28086.599609 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -28086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28088.197266 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -28088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28091.701172 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -28091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28097.546875 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -28097.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28099.121094 Penalty: 558.729492
	Iteration 16Q: 3 clusters Score -28099.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28099.679688 Penalty: 558.729492
	Iteration 17Q: 3 clusters Score -28099.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28099.679688 Penalty: 558.729492
	Iteration 18F: 3 clusters Score -28099.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7301.912598 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7301.913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7057.954590 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7057.955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7109.276367 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7109.276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7127.737793 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7127.738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7147.541992 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7147.542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7150.326660 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7150.327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7155.333984 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7155.334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7156.378418 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7156.378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7156.378418 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -7156.378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -30106.638672 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -30106.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29646.486328 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -29646.49 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29772.488281 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -29772.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29792.507812 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -29792.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29800.009766 Penalty: 562.003906
	Iteration 3Q: 3 clusters Score -29800.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29804.544922 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -29804.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29806.279297 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -29806.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29807.726562 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -29807.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29810.203125 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -29810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29811.472656 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -29811.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29812.589844 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -29812.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29813.009766 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -29813.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29813.009766 Penalty: 562.003906
	Iteration 11F: 3 clusters Score -29813.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -18147.382812 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18147.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17760.214844 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17760.21 nChanged 117
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: -17971.572266 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17971.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18030.896484 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -18030.9 nChanged 25
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: -18074.621094 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -18074.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18103.533203 Penalty: 534.873962
	Iteration 4F: 3 clusters Score -18103.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18124.125000 Penalty: 534.873962
	Iteration 5F: 3 clusters Score -18124.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18139.011719 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18139.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18145.783203 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18145.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18147.037109 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -18147.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18149.291016 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -18149.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18152.304688 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -18152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18161.701172 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -18161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -18168.123047 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -18168.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18177.357422 Penalty: 534.873962
	Iteration 13Q: 3 clusters Score -18177.36 nChanged 5
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: -18185.533203 Penalty: 534.873962
	Iteration 14Q: 3 clusters Score -18185.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18187.656250 Penalty: 534.873962
	Iteration 15Q: 3 clusters Score -18187.66 nChanged 3
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: -18190.519531 Penalty: 534.873962
	Iteration 16Q: 3 clusters Score -18190.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18190.767578 Penalty: 534.873962
	Iteration 17Q: 3 clusters Score -18190.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18190.767578 Penalty: 534.873962
	Iteration 18F: 3 clusters Score -18190.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 88 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 269 members 
Entering Unmasked Estep 
Score: -14141353.000000 Penalty: 62414.183594
Splitting cluster 11 changes total score from -14141604.000000 to -14141353.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21449.916016 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21449.92 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21537.798828 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21537.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21568.187500 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21568.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21585.621094 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21585.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21598.089844 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21598.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21606.167969 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21606.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21613.812500 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21613.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21618.937500 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21618.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21625.777344 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21625.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21633.837891 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21633.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21638.136719 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21638.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21638.816406 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21638.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21638.816406 Penalty: 542.685730
	Iteration 12F: 3 clusters Score -21638.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4046.901367 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4046.901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4091.175537 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4091.176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4115.389160 Penalty: 399.894867
	Iteration 2F: 3 clusters Score -4115.389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4129.682617 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4129.683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4133.302734 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -4133.303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4133.302734 Penalty: 399.894867
	Iteration 5F: 3 clusters Score -4133.303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10212.807617 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10212.81 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 105 members 
Entering Unmasked Estep 
Score: -9924.865234 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9924.865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10032.562500 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10032.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10067.804688 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10096.274414 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -10096.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10120.583008 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -10120.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10135.115234 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10135.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10159.059570 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10159.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10171.225586 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10171.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10184.384766 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10184.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10200.937500 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -10200.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10208.597656 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -10208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10215.785156 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -10215.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10226.199219 Penalty: 481.690735
	Iteration 12Q: 3 clusters Score -10226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10250.100586 Penalty: 481.690735
	Iteration 13Q: 3 clusters Score -10250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10252.954102 Penalty: 481.690735
	Iteration 14Q: 3 clusters Score -10252.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10252.954102 Penalty: 481.690735
	Iteration 15F: 3 clusters Score -10252.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 67 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 132 members 
Entering Unmasked Estep 
Score: -14141324.000000 Penalty: 62414.183594
Splitting cluster 14 changes total score from -14141604.000000 to -14141324.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -18385.521484 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -18385.52 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 140 members 
Entering Unmasked Estep 
Score: -18032.978516 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18032.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18107.904297 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18107.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18124.738281 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18124.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18135.849609 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -18135.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18141.359375 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -18141.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18144.169922 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -18144.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18145.355469 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -18145.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18146.302734 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -18146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18147.832031 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -18147.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18150.304688 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -18150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18151.414062 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -18151.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18153.849609 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -18153.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18154.238281 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -18154.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18154.238281 Penalty: 514.056702
	Iteration 13F: 3 clusters Score -18154.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25020.027344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25020.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24557.710938 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24557.71 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24683.193359 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24683.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24715.142578 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24715.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24731.427734 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -24731.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24746.746094 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24746.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24752.714844 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24752.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24754.058594 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24754.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24756.640625 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24756.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24763.195312 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24763.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24768.779297 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24768.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24771.337891 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24771.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24775.144531 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -24775.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24777.490234 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -24777.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24780.585938 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -24780.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24783.728516 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -24783.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24784.281250 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -24784.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24785.986328 Penalty: 557.743591
	Iteration 16Q: 3 clusters Score -24785.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24786.369141 Penalty: 557.743591
	Iteration 17Q: 3 clusters Score -24786.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24786.369141 Penalty: 557.743591
	Iteration 18F: 3 clusters Score -24786.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8355.820312 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8355.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8119.186523 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8119.187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8190.994629 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8190.995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8211.549805 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -8211.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8223.790039 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8223.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8227.449219 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -8227.449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8228.438477 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -8228.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8229.421875 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -8229.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8230.840820 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -8230.841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8230.840820 Penalty: 465.737427
	Iteration 8F: 3 clusters Score -8230.841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -17407.378906 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -17407.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17066.644531 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -17066.64 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17139.416016 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -17139.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17166.658203 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -17166.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17206.716797 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -17206.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17230.171875 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -17230.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17240.347656 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -17240.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17246.697266 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -17246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17255.951172 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -17255.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17260.263672 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -17260.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17262.042969 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -17262.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17262.517578 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -17262.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17262.517578 Penalty: 509.118713
	Iteration 11F: 3 clusters Score -17262.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -461821.781250 Penalty: 410.630829
	Iteration 0F: 2 clusters Score -461821.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -456325.656250 Penalty: 821.261658
	Iteration 0F: 3 clusters Score -456325.7 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -458516.156250 Penalty: 821.261658
	Iteration 1F: 3 clusters Score -458516.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -458908.906250 Penalty: 821.261658
	Iteration 2F: 3 clusters Score -458908.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -459314.843750 Penalty: 821.261658
	Iteration 3F: 3 clusters Score -459314.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -459649.750000 Penalty: 821.261658
	Iteration 4F: 3 clusters Score -459649.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -459987.468750 Penalty: 821.261658
	Iteration 5F: 3 clusters Score -459987.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -460286.531250 Penalty: 821.261658
	Iteration 6F: 3 clusters Score -460286.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -460517.312500 Penalty: 821.261658
	Iteration 7Q: 3 clusters Score -460517.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -460729.281250 Penalty: 821.261658
	Iteration 8Q: 3 clusters Score -460729.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -460909.281250 Penalty: 821.261658
	Iteration 9Q: 3 clusters Score -460909.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -461039.687500 Penalty: 821.261658
	Iteration 10Q: 3 clusters Score -461039.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -461128.500000 Penalty: 821.261658
	Iteration 11Q: 3 clusters Score -461128.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -461186.968750 Penalty: 821.261658
	Iteration 12Q: 3 clusters Score -461187 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -461232.781250 Penalty: 821.261658
	Iteration 13Q: 3 clusters Score -461232.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -461264.812500 Penalty: 821.261658
	Iteration 14Q: 3 clusters Score -461264.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -461293.156250 Penalty: 821.261658
	Iteration 15Q: 3 clusters Score -461293.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -461321.031250 Penalty: 821.261658
	Iteration 16Q: 3 clusters Score -461321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -461342.812500 Penalty: 821.261658
	Iteration 17Q: 3 clusters Score -461342.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -461357.500000 Penalty: 821.261658
	Iteration 18Q: 3 clusters Score -461357.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -461370.750000 Penalty: 821.261658
	Iteration 19Q: 3 clusters Score -461370.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -461379.937500 Penalty: 821.261658
	Iteration 20F: 3 clusters Score -461379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -461387.718750 Penalty: 821.261658
	Iteration 21Q: 3 clusters Score -461387.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -461396.062500 Penalty: 821.261658
	Iteration 22Q: 3 clusters Score -461396.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -461403.812500 Penalty: 821.261658
	Iteration 23Q: 3 clusters Score -461403.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -461409.687500 Penalty: 821.261658
	Iteration 24Q: 3 clusters Score -461409.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -461412.968750 Penalty: 821.261658
	Iteration 25Q: 3 clusters Score -461413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -461416.250000 Penalty: 821.261658
	Iteration 26Q: 3 clusters Score -461416.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -461419.562500 Penalty: 821.261658
	Iteration 27Q: 3 clusters Score -461419.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -461421.937500 Penalty: 821.261658
	Iteration 28Q: 3 clusters Score -461421.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -461424.656250 Penalty: 821.261658
	Iteration 29Q: 3 clusters Score -461424.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -461426.218750 Penalty: 821.261658
	Iteration 30Q: 3 clusters Score -461426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -461428.406250 Penalty: 821.261658
	Iteration 31Q: 3 clusters Score -461428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -461429.062500 Penalty: 821.261658
	Iteration 32Q: 3 clusters Score -461429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -461429.375000 Penalty: 821.261658
	Iteration 33Q: 3 clusters Score -461429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -461429.625000 Penalty: 821.261658
	Iteration 34Q: 3 clusters Score -461429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -461431.718750 Penalty: 821.261658
	Iteration 35Q: 3 clusters Score -461431.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -461432.593750 Penalty: 821.261658
	Iteration 36Q: 3 clusters Score -461432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -461434.187500 Penalty: 821.261658
	Iteration 37Q: 3 clusters Score -461434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -461434.968750 Penalty: 821.261658
	Iteration 38Q: 3 clusters Score -461435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -461434.937500 Penalty: 821.261658
	Iteration 39Q: 3 clusters Score -461434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -461436.031250 Penalty: 821.261658
	Iteration 40F: 3 clusters Score -461436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -461437.062500 Penalty: 821.261658
	Iteration 41Q: 3 clusters Score -461437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -461437.656250 Penalty: 821.261658
	Iteration 42Q: 3 clusters Score -461437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -461439.093750 Penalty: 821.261658
	Iteration 43Q: 3 clusters Score -461439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -461440.656250 Penalty: 821.261658
	Iteration 44Q: 3 clusters Score -461440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -461441.468750 Penalty: 821.261658
	Iteration 45Q: 3 clusters Score -461441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -461442.187500 Penalty: 821.261658
	Iteration 46Q: 3 clusters Score -461442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -461444.156250 Penalty: 821.261658
	Iteration 47Q: 3 clusters Score -461444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -461450.500000 Penalty: 821.261658
	Iteration 48Q: 3 clusters Score -461450.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -461454.625000 Penalty: 821.261658
	Iteration 49Q: 3 clusters Score -461454.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -461459.218750 Penalty: 821.261658
	Iteration 50Q: 3 clusters Score -461459.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -461464.656250 Penalty: 821.261658
	Iteration 51Q: 3 clusters Score -461464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -461469.718750 Penalty: 821.261658
	Iteration 52Q: 3 clusters Score -461469.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -461474.468750 Penalty: 821.261658
	Iteration 53Q: 3 clusters Score -461474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -461475.406250 Penalty: 821.261658
	Iteration 54Q: 3 clusters Score -461475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -461477.281250 Penalty: 821.261658
	Iteration 55Q: 3 clusters Score -461477.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -461479.062500 Penalty: 821.261658
	Iteration 56Q: 3 clusters Score -461479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -461482.375000 Penalty: 821.261658
	Iteration 57Q: 3 clusters Score -461482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -461487.781250 Penalty: 821.261658
	Iteration 58Q: 3 clusters Score -461487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -461490.437500 Penalty: 821.261658
	Iteration 59Q: 3 clusters Score -461490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -461494.375000 Penalty: 821.261658
	Iteration 60F: 3 clusters Score -461494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -461498.062500 Penalty: 821.261658
	Iteration 61Q: 3 clusters Score -461498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -461500.468750 Penalty: 821.261658
	Iteration 62Q: 3 clusters Score -461500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -461506.312500 Penalty: 821.261658
	Iteration 63Q: 3 clusters Score -461506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -461507.781250 Penalty: 821.261658
	Iteration 64Q: 3 clusters Score -461507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -461509.531250 Penalty: 821.261658
	Iteration 65Q: 3 clusters Score -461509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -461511.375000 Penalty: 821.261658
	Iteration 66Q: 3 clusters Score -461511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -461511.406250 Penalty: 821.261658
	Iteration 67Q: 3 clusters Score -461511.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -461511.406250 Penalty: 821.261658
	Iteration 68F: 3 clusters Score -461511.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -4167.662109 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -4167.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4081.792480 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -4081.792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4118.198242 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -4118.198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4144.554199 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -4144.554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4151.274902 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -4151.275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4162.647461 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -4162.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4162.647461 Penalty: 389.176636
	Iteration 5F: 3 clusters Score -4162.647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -105772.765625 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -105772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -104505.367188 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -104505.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -104886.273438 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -104886.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -104958.000000 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -104958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105016.062500 Penalty: 678.799805
	Iteration 3F: 3 clusters Score -105016.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -105057.492188 Penalty: 678.799805
	Iteration 4Q: 3 clusters Score -105057.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105098.367188 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -105098.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105132.757812 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -105132.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105157.031250 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -105157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105191.218750 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -105191.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105221.796875 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -105221.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105252.960938 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -105253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105280.148438 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -105280.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105302.156250 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -105302.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105331.828125 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -105331.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -105354.875000 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -105354.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -105373.750000 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -105373.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -105388.296875 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -105388.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -105399.476562 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -105399.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -105407.835938 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -105407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -105418.523438 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -105418.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -105428.437500 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -105428.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -105434.921875 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -105434.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -105441.867188 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -105441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -105448.078125 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -105448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -105454.609375 Penalty: 678.799805
	Iteration 24Q: 3 clusters Score -105454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -105458.523438 Penalty: 678.799805
	Iteration 25Q: 3 clusters Score -105458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -105461.585938 Penalty: 678.799805
	Iteration 26Q: 3 clusters Score -105461.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -105464.125000 Penalty: 678.799805
	Iteration 27Q: 3 clusters Score -105464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -105464.640625 Penalty: 678.799805
	Iteration 28Q: 3 clusters Score -105464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -105467.562500 Penalty: 678.799805
	Iteration 29Q: 3 clusters Score -105467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -105471.187500 Penalty: 678.799805
	Iteration 30Q: 3 clusters Score -105471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -105472.117188 Penalty: 678.799805
	Iteration 31Q: 3 clusters Score -105472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -105472.117188 Penalty: 678.799805
	Iteration 32F: 3 clusters Score -105472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Entering Unmasked Estep 
Score: -2386853.250000 Penalty: 480.672943
	Iteration 0F: 2 clusters Score -2386853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2360935.500000 Penalty: 961.345886
	Iteration 0F: 3 clusters Score -2360936 nChanged 18648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2373046.750000 Penalty: 961.345886
	Iteration 1F: 3 clusters Score -2373047 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2374538.750000 Penalty: 961.345886
	Iteration 2F: 3 clusters Score -2374539 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2376754.000000 Penalty: 961.345886
	Iteration 3F: 3 clusters Score -2376754 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2379280.500000 Penalty: 961.345886
	Iteration 4F: 3 clusters Score -2379280 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2381553.250000 Penalty: 961.345886
	Iteration 5F: 3 clusters Score -2381553 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2382969.000000 Penalty: 961.345886
	Iteration 6Q: 3 clusters Score -2382969 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2383891.500000 Penalty: 961.345886
	Iteration 7Q: 3 clusters Score -2383892 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2384520.000000 Penalty: 961.345886
	Iteration 8Q: 3 clusters Score -2384520 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2385002.250000 Penalty: 961.345886
	Iteration 9Q: 3 clusters Score -2385002 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2385360.500000 Penalty: 961.345886
	Iteration 10Q: 3 clusters Score -2385360 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2385674.500000 Penalty: 961.345886
	Iteration 11Q: 3 clusters Score -2385674 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2385939.750000 Penalty: 961.345886
	Iteration 12Q: 3 clusters Score -2385940 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2386137.750000 Penalty: 961.345886
	Iteration 13Q: 3 clusters Score -2386138 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2386247.000000 Penalty: 961.345886
	Iteration 14Q: 3 clusters Score -2386247 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2386319.750000 Penalty: 961.345886
	Iteration 15Q: 3 clusters Score -2386320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2386356.500000 Penalty: 961.345886
	Iteration 16Q: 3 clusters Score -2386356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2386375.500000 Penalty: 961.345886
	Iteration 17Q: 3 clusters Score -2386376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2386394.000000 Penalty: 961.345886
	Iteration 18Q: 3 clusters Score -2386394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2386409.000000 Penalty: 961.345886
	Iteration 19Q: 3 clusters Score -2386409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2386418.500000 Penalty: 961.345886
	Iteration 20F: 3 clusters Score -2386418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2386432.750000 Penalty: 961.345886
	Iteration 21Q: 3 clusters Score -2386433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2386440.000000 Penalty: 961.345886
	Iteration 22Q: 3 clusters Score -2386440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2386450.000000 Penalty: 961.345886
	Iteration 23Q: 3 clusters Score -2386450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2386450.500000 Penalty: 961.345886
	Iteration 24Q: 3 clusters Score -2386450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2386451.250000 Penalty: 961.345886
	Iteration 25Q: 3 clusters Score -2386451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2386458.250000 Penalty: 961.345886
	Iteration 26Q: 3 clusters Score -2386458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2386464.500000 Penalty: 961.345886
	Iteration 27Q: 3 clusters Score -2386464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2386473.250000 Penalty: 961.345886
	Iteration 28Q: 3 clusters Score -2386473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2386475.250000 Penalty: 961.345886
	Iteration 29Q: 3 clusters Score -2386475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2386477.500000 Penalty: 961.345886
	Iteration 30Q: 3 clusters Score -2386478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2386486.500000 Penalty: 961.345886
	Iteration 31Q: 3 clusters Score -2386486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2386493.750000 Penalty: 961.345886
	Iteration 32Q: 3 clusters Score -2386494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2386497.500000 Penalty: 961.345886
	Iteration 33Q: 3 clusters Score -2386498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2386501.250000 Penalty: 961.345886
	Iteration 34Q: 3 clusters Score -2386501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2386504.750000 Penalty: 961.345886
	Iteration 35Q: 3 clusters Score -2386505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2386509.500000 Penalty: 961.345886
	Iteration 36Q: 3 clusters Score -2386510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2386515.000000 Penalty: 961.345886
	Iteration 37Q: 3 clusters Score -2386515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2386516.750000 Penalty: 961.345886
	Iteration 38Q: 3 clusters Score -2386517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2386517.250000 Penalty: 961.345886
	Iteration 39Q: 3 clusters Score -2386517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2386519.750000 Penalty: 961.345886
	Iteration 40F: 3 clusters Score -2386520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2386522.750000 Penalty: 961.345886
	Iteration 41Q: 3 clusters Score -2386523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2386525.750000 Penalty: 961.345886
	Iteration 42Q: 3 clusters Score -2386526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2386528.500000 Penalty: 961.345886
	Iteration 43Q: 3 clusters Score -2386528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2386531.500000 Penalty: 961.345886
	Iteration 44Q: 3 clusters Score -2386532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2386531.250000 Penalty: 961.345886
	Iteration 45Q: 3 clusters Score -2386531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2386534.250000 Penalty: 961.345886
	Iteration 46Q: 3 clusters Score -2386534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2386535.250000 Penalty: 961.345886
	Iteration 47Q: 3 clusters Score -2386535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2386535.000000 Penalty: 961.345886
	Iteration 48Q: 3 clusters Score -2386535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2386535.000000 Penalty: 961.345886
	Iteration 49F: 3 clusters Score -2386535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -137016.328125 Penalty: 347.141785
	Iteration 0F: 2 clusters Score -137016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -135518.343750 Penalty: 694.283569
	Iteration 0F: 3 clusters Score -135518.3 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -135987.343750 Penalty: 694.283569
	Iteration 1F: 3 clusters Score -135987.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -136056.390625 Penalty: 694.283569
	Iteration 2F: 3 clusters Score -136056.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -136113.296875 Penalty: 694.283569
	Iteration 3F: 3 clusters Score -136113.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -136142.390625 Penalty: 694.283569
	Iteration 4Q: 3 clusters Score -136142.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -136158.265625 Penalty: 694.283569
	Iteration 5Q: 3 clusters Score -136158.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -136172.203125 Penalty: 694.283569
	Iteration 6Q: 3 clusters Score -136172.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -136193.515625 Penalty: 694.283569
	Iteration 7Q: 3 clusters Score -136193.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -136219.671875 Penalty: 694.283569
	Iteration 8Q: 3 clusters Score -136219.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -136250.171875 Penalty: 694.283569
	Iteration 9Q: 3 clusters Score -136250.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -136282.140625 Penalty: 694.283569
	Iteration 10Q: 3 clusters Score -136282.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -136325.906250 Penalty: 694.283569
	Iteration 11Q: 3 clusters Score -136325.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -136381.640625 Penalty: 694.283569
	Iteration 12Q: 3 clusters Score -136381.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -136426.625000 Penalty: 694.283569
	Iteration 13Q: 3 clusters Score -136426.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -136461.859375 Penalty: 694.283569
	Iteration 14Q: 3 clusters Score -136461.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -136493.375000 Penalty: 694.283569
	Iteration 15Q: 3 clusters Score -136493.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -136513.921875 Penalty: 694.283569
	Iteration 16Q: 3 clusters Score -136513.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -136541.156250 Penalty: 694.283569
	Iteration 17Q: 3 clusters Score -136541.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -136577.500000 Penalty: 694.283569
	Iteration 18Q: 3 clusters Score -136577.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -136614.734375 Penalty: 694.283569
	Iteration 19Q: 3 clusters Score -136614.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -136639.765625 Penalty: 694.283569
	Iteration 20F: 3 clusters Score -136639.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -136648.328125 Penalty: 694.283569
	Iteration 21Q: 3 clusters Score -136648.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -136656.156250 Penalty: 694.283569
	Iteration 22Q: 3 clusters Score -136656.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -136662.343750 Penalty: 694.283569
	Iteration 23Q: 3 clusters Score -136662.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -136668.765625 Penalty: 694.283569
	Iteration 24Q: 3 clusters Score -136668.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -136674.796875 Penalty: 694.283569
	Iteration 25Q: 3 clusters Score -136674.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -136680.953125 Penalty: 694.283569
	Iteration 26Q: 3 clusters Score -136681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -136685.703125 Penalty: 694.283569
	Iteration 27Q: 3 clusters Score -136685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -136689.640625 Penalty: 694.283569
	Iteration 28Q: 3 clusters Score -136689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -136693.812500 Penalty: 694.283569
	Iteration 29Q: 3 clusters Score -136693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -136696.875000 Penalty: 694.283569
	Iteration 30Q: 3 clusters Score -136696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -136699.015625 Penalty: 694.283569
	Iteration 31Q: 3 clusters Score -136699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -136700.187500 Penalty: 694.283569
	Iteration 32Q: 3 clusters Score -136700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -136700.578125 Penalty: 694.283569
	Iteration 33Q: 3 clusters Score -136700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -136700.843750 Penalty: 694.283569
	Iteration 34Q: 3 clusters Score -136700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -136701.125000 Penalty: 694.283569
	Iteration 35Q: 3 clusters Score -136701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -136701.703125 Penalty: 694.283569
	Iteration 36Q: 3 clusters Score -136701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -136701.718750 Penalty: 694.283569
	Iteration 37Q: 3 clusters Score -136701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -136702.062500 Penalty: 694.283569
	Iteration 38Q: 3 clusters Score -136702.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -136702.062500 Penalty: 694.283569
	Iteration 39F: 3 clusters Score -136702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -98894.750000 Penalty: 336.365479
	Iteration 0F: 2 clusters Score -98894.75 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 837 members 
Entering Unmasked Estep 
Score: -97695.156250 Penalty: 672.730957
	Iteration 0F: 3 clusters Score -97695.16 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -98104.921875 Penalty: 672.730957
	Iteration 1F: 3 clusters Score -98104.92 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -98154.539062 Penalty: 672.730957
	Iteration 2F: 3 clusters Score -98154.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -98188.281250 Penalty: 672.730957
	Iteration 3Q: 3 clusters Score -98188.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -98216.078125 Penalty: 672.730957
	Iteration 4Q: 3 clusters Score -98216.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -98238.101562 Penalty: 672.730957
	Iteration 5Q: 3 clusters Score -98238.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98259.484375 Penalty: 672.730957
	Iteration 6Q: 3 clusters Score -98259.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -98279.726562 Penalty: 672.730957
	Iteration 7Q: 3 clusters Score -98279.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -98300.218750 Penalty: 672.730957
	Iteration 8Q: 3 clusters Score -98300.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -98324.140625 Penalty: 672.730957
	Iteration 9Q: 3 clusters Score -98324.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -98344.453125 Penalty: 672.730957
	Iteration 10Q: 3 clusters Score -98344.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -98372.343750 Penalty: 672.730957
	Iteration 11Q: 3 clusters Score -98372.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -98409.359375 Penalty: 672.730957
	Iteration 12Q: 3 clusters Score -98409.36 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -98442.117188 Penalty: 672.730957
	Iteration 13Q: 3 clusters Score -98442.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -98463.828125 Penalty: 672.730957
	Iteration 14Q: 3 clusters Score -98463.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -98488.070312 Penalty: 672.730957
	Iteration 15Q: 3 clusters Score -98488.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -98513.523438 Penalty: 672.730957
	Iteration 16Q: 3 clusters Score -98513.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -98539.601562 Penalty: 672.730957
	Iteration 17Q: 3 clusters Score -98539.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -98555.007812 Penalty: 672.730957
	Iteration 18Q: 3 clusters Score -98555.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -98570.218750 Penalty: 672.730957
	Iteration 19Q: 3 clusters Score -98570.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -98580.648438 Penalty: 672.730957
	Iteration 20F: 3 clusters Score -98580.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -98588.062500 Penalty: 672.730957
	Iteration 21Q: 3 clusters Score -98588.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -98595.875000 Penalty: 672.730957
	Iteration 22Q: 3 clusters Score -98595.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -98600.929688 Penalty: 672.730957
	Iteration 23Q: 3 clusters Score -98600.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -98602.437500 Penalty: 672.730957
	Iteration 24Q: 3 clusters Score -98602.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -98602.507812 Penalty: 672.730957
	Iteration 25Q: 3 clusters Score -98602.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -98602.507812 Penalty: 672.730957
	Iteration 26F: 3 clusters Score -98602.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18063.765625 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18063.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17735.351562 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -17735.35 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17839.691406 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -17839.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17863.384766 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -17863.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17874.109375 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -17874.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -17884.791016 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -17884.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17902.802734 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -17902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17922.437500 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -17922.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17959.324219 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -17959.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -17989.441406 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -17989.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18006.228516 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18006.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18017.542969 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18017.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18023.939453 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18023.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18033.089844 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -18033.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18036.244141 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -18036.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18036.244141 Penalty: 513.413574
	Iteration 14F: 3 clusters Score -18036.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6610.772949 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6610.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6385.503418 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6385.503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6448.548340 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6448.548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6454.884277 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -6454.884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6458.622070 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6458.622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6462.626953 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6462.627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6476.003906 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6476.004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6481.572754 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6481.573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6483.428223 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6483.428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6484.819824 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -6484.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6484.819824 Penalty: 447.051605
	Iteration 9F: 3 clusters Score -6484.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16616.308594 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16616.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16678.703125 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16678.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16693.962891 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -16693.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16702.794922 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16702.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16706.458984 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16706.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16709.513672 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16709.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16710.835938 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -16710.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16711.089844 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -16711.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16711.089844 Penalty: 502.088196
	Iteration 8F: 3 clusters Score -16711.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145156.468750 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -143455.687500 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143455.7 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -143969.250000 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -143969.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -144038.968750 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144091.156250 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -144091.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -144135.718750 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -144135.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -144180.296875 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144180.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -144239.546875 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -144239.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144322.984375 Penalty: 708.689514
	Iteration 7F: 3 clusters Score -144323 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144423.687500 Penalty: 708.689514
	Iteration 8F: 3 clusters Score -144423.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -144534.015625 Penalty: 708.689514
	Iteration 9F: 3 clusters Score -144534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -144617.656250 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144617.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -144695.281250 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144695.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -144775.609375 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144775.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -144817.687500 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144817.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -144846.781250 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -144854.812500 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -144857.625000 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -144857.890625 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -144858.859375 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -144859.593750 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -144859.593750 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144859.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33647.828125 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33647.83 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33787.230469 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33787.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33817.640625 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33817.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33842.597656 Penalty: 578.247681
	Iteration 3Q: 3 clusters Score -33842.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33860.570312 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -33860.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33870.593750 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -33870.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33876.527344 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -33876.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33883.128906 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -33883.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33890.378906 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -33890.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33893.949219 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -33893.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33897.613281 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -33897.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33901.855469 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -33901.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -33903.042969 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -33903.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33907.386719 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -33907.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -33911.089844 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -33911.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -33913.304688 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -33913.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33916.601562 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -33916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33922.093750 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -33922.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33927.351562 Penalty: 578.247681
	Iteration 18Q: 3 clusters Score -33927.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33934.359375 Penalty: 578.247681
	Iteration 19Q: 3 clusters Score -33934.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33936.164062 Penalty: 578.247681
	Iteration 20F: 3 clusters Score -33936.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -33937.671875 Penalty: 578.247681
	Iteration 21Q: 3 clusters Score -33937.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33938.402344 Penalty: 578.247681
	Iteration 22Q: 3 clusters Score -33938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33940.558594 Penalty: 578.247681
	Iteration 23Q: 3 clusters Score -33940.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -33945.460938 Penalty: 578.247681
	Iteration 24Q: 3 clusters Score -33945.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33949.175781 Penalty: 578.247681
	Iteration 25Q: 3 clusters Score -33949.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33951.410156 Penalty: 578.247681
	Iteration 26Q: 3 clusters Score -33951.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33953.316406 Penalty: 578.247681
	Iteration 27Q: 3 clusters Score -33953.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -33956.316406 Penalty: 578.247681
	Iteration 28Q: 3 clusters Score -33956.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33960.718750 Penalty: 578.247681
	Iteration 29Q: 3 clusters Score -33960.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -33962.878906 Penalty: 578.247681
	Iteration 30Q: 3 clusters Score -33962.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -33965.007812 Penalty: 578.247681
	Iteration 31Q: 3 clusters Score -33965.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -33968.058594 Penalty: 578.247681
	Iteration 32Q: 3 clusters Score -33968.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -33972.246094 Penalty: 578.247681
	Iteration 33Q: 3 clusters Score -33972.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -33978.523438 Penalty: 578.247681
	Iteration 34Q: 3 clusters Score -33978.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -33985.000000 Penalty: 578.247681
	Iteration 35Q: 3 clusters Score -33985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -33991.335938 Penalty: 578.247681
	Iteration 36Q: 3 clusters Score -33991.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -33993.109375 Penalty: 578.247681
	Iteration 37Q: 3 clusters Score -33993.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -33993.753906 Penalty: 578.247681
	Iteration 38Q: 3 clusters Score -33993.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -33995.113281 Penalty: 578.247681
	Iteration 39Q: 3 clusters Score -33995.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -33997.621094 Penalty: 578.247681
	Iteration 40F: 3 clusters Score -33997.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -34000.171875 Penalty: 578.247681
	Iteration 41Q: 3 clusters Score -34000.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34002.296875 Penalty: 578.247681
	Iteration 42Q: 3 clusters Score -34002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34003.527344 Penalty: 578.247681
	Iteration 43Q: 3 clusters Score -34003.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34003.667969 Penalty: 578.247681
	Iteration 44Q: 3 clusters Score -34003.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34003.667969 Penalty: 578.247681
	Iteration 45F: 3 clusters Score -34003.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -7054.166504 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -7054.167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6809.186035 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -6809.186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6897.218750 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -6897.219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6950.795410 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -6950.795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6984.068848 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -6984.069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6998.599609 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -6998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7004.212402 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -7004.212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7009.634277 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -7009.634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7029.413086 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -7029.413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7029.413086 Penalty: 461.840820
	Iteration 8F: 3 clusters Score -7029.413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9618.996094 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9618.996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9680.457031 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9680.457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9696.540039 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9696.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9700.016602 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9700.017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9702.208008 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9702.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9703.342773 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9703.343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9703.857422 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9703.857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9705.074219 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9705.074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9706.159180 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9706.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9707.779297 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -9707.779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9710.541016 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -9710.541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9713.317383 Penalty: 469.474030
	Iteration 11Q: 3 clusters Score -9713.317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9716.376953 Penalty: 469.474030
	Iteration 12Q: 3 clusters Score -9716.377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9716.927734 Penalty: 469.474030
	Iteration 13Q: 3 clusters Score -9716.928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9716.927734 Penalty: 469.474030
	Iteration 14F: 3 clusters Score -9716.928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30545.832031 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30545.83 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30688.099609 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30688.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30718.742188 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30718.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30742.611328 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -30742.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30754.931641 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30754.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -30759.818359 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30759.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30762.025391 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30762.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30764.189453 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30764.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30765.427734 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30765.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30767.847656 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30767.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30770.591797 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30770.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30773.521484 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -30773.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30775.187500 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -30775.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30776.359375 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -30776.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30776.855469 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -30776.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30778.050781 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -30778.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30780.714844 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -30780.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30783.921875 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -30783.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30787.794922 Penalty: 569.969238
	Iteration 18Q: 3 clusters Score -30787.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30791.011719 Penalty: 569.969238
	Iteration 19Q: 3 clusters Score -30791.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30791.273438 Penalty: 569.969238
	Iteration 20F: 3 clusters Score -30791.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -21083.681641 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -21083.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20651.658203 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -20651.66 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20797.423828 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -20797.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20830.716797 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -20830.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20856.273438 Penalty: 558.533203
	Iteration 3Q: 3 clusters Score -20856.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20865.425781 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -20865.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20869.486328 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -20869.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20873.681641 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -20873.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -20878.470703 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -20878.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20880.392578 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -20880.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20882.181641 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -20882.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20882.974609 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -20882.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20882.974609 Penalty: 558.533203
	Iteration 11F: 3 clusters Score -20882.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -54617.867188 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -54617.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53949.437500 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -53949.44 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -54194.804688 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -54194.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -54301.785156 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -54301.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -54365.593750 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -54365.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -54404.335938 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -54404.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -54451.097656 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -54451.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -54523.546875 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -54523.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -54597.914062 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -54597.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54672.003906 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -54672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54697.867188 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -54697.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54711.558594 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -54711.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -54718.675781 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -54718.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54728.828125 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -54728.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -54735.164062 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -54735.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -54738.394531 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -54738.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -54739.789062 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -54739.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -54740.996094 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -54741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -54741.605469 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -54741.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54741.906250 Penalty: 606.693054
	Iteration 18Q: 3 clusters Score -54741.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54741.906250 Penalty: 606.693054
	Iteration 19F: 3 clusters Score -54741.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 232 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 554 members 
Entering Unmasked Estep 
Score: -14141460.000000 Penalty: 62414.183594
Splitting cluster 34 changes total score from -14141604.000000 to -14141460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 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 207 members 
Entering Unmasked Estep 
Score: -22279.525391 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22279.53 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22391.628906 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22391.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22422.166016 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22422.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22431.916016 Penalty: 545.903259
	Iteration 3Q: 3 clusters Score -22431.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22438.316406 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22438.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22443.982422 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22443.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22452.441406 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22452.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22456.203125 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22458.625000 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -22458.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22464.810547 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22464.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22469.806641 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22469.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22474.541016 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -22474.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22481.015625 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -22481.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22484.306641 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -22484.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22485.820312 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -22485.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22488.328125 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -22488.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22492.152344 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -22492.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22495.097656 Penalty: 545.903259
	Iteration 17Q: 3 clusters Score -22495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22502.304688 Penalty: 545.903259
	Iteration 18Q: 3 clusters Score -22502.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22510.125000 Penalty: 545.903259
	Iteration 19Q: 3 clusters Score -22510.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22514.201172 Penalty: 545.903259
	Iteration 20F: 3 clusters Score -22514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22515.822266 Penalty: 545.903259
	Iteration 21Q: 3 clusters Score -22515.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22522.164062 Penalty: 545.903259
	Iteration 22Q: 3 clusters Score -22522.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22523.287109 Penalty: 545.903259
	Iteration 23Q: 3 clusters Score -22523.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22523.287109 Penalty: 545.903259
	Iteration 24F: 3 clusters Score -22523.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4625.558594 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4625.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4401.019043 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4401.019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4632.020508 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4632.021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4783.730469 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -4783.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4876.599121 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -4876.599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4882.520508 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -4882.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4882.520508 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -4882.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 75 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 79 members 
Entering Unmasked Estep 
Score: -14141538.000000 Penalty: 62414.183594
Splitting cluster 36 changes total score from -14141604.000000 to -14141538.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -44121.339844 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -44121.34 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 308 members 
Entering Unmasked Estep 
Score: -43549.261719 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -43549.26 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43727.039062 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -43727.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43778.480469 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -43778.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43844.304688 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -43844.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43912.917969 Penalty: 588.842773
	Iteration 4F: 3 clusters Score -43912.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43975.519531 Penalty: 588.842773
	Iteration 5F: 3 clusters Score -43975.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44000.183594 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -44000.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44017.718750 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -44017.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44026.750000 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -44026.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44034.394531 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -44034.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44043.644531 Penalty: 588.842773
	Iteration 10Q: 3 clusters Score -44043.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44045.074219 Penalty: 588.842773
	Iteration 11Q: 3 clusters Score -44045.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44045.578125 Penalty: 588.842773
	Iteration 12Q: 3 clusters Score -44045.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44046.070312 Penalty: 588.842773
	Iteration 13Q: 3 clusters Score -44046.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44046.070312 Penalty: 588.842773
	Iteration 14F: 3 clusters Score -44046.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8292.152344 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8292.152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8020.490723 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8020.491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8085.855469 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8085.855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8105.541504 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8105.542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8111.023926 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8111.024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8112.404785 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8112.405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8112.404785 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -8112.405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -137660.500000 Penalty: 353.736816
	Iteration 0F: 2 clusters Score -137660.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -136050.953125 Penalty: 707.473633
	Iteration 0F: 3 clusters Score -136051 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -136854.031250 Penalty: 707.473633
	Iteration 1F: 3 clusters Score -136854 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -137099.921875 Penalty: 707.473633
	Iteration 2F: 3 clusters Score -137099.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -137274.812500 Penalty: 707.473633
	Iteration 3F: 3 clusters Score -137274.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -137378.500000 Penalty: 707.473633
	Iteration 4F: 3 clusters Score -137378.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -137419.718750 Penalty: 707.473633
	Iteration 5Q: 3 clusters Score -137419.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -137454.703125 Penalty: 707.473633
	Iteration 6Q: 3 clusters Score -137454.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -137481.312500 Penalty: 707.473633
	Iteration 7Q: 3 clusters Score -137481.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -137500.031250 Penalty: 707.473633
	Iteration 8Q: 3 clusters Score -137500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -137518.687500 Penalty: 707.473633
	Iteration 9Q: 3 clusters Score -137518.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -137533.312500 Penalty: 707.473633
	Iteration 10Q: 3 clusters Score -137533.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -137542.968750 Penalty: 707.473633
	Iteration 11Q: 3 clusters Score -137543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -137551.375000 Penalty: 707.473633
	Iteration 12Q: 3 clusters Score -137551.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -137557.703125 Penalty: 707.473633
	Iteration 13Q: 3 clusters Score -137557.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -137565.421875 Penalty: 707.473633
	Iteration 14Q: 3 clusters Score -137565.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -137570.609375 Penalty: 707.473633
	Iteration 15Q: 3 clusters Score -137570.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -137573.703125 Penalty: 707.473633
	Iteration 16Q: 3 clusters Score -137573.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -137577.968750 Penalty: 707.473633
	Iteration 17Q: 3 clusters Score -137578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -137583.859375 Penalty: 707.473633
	Iteration 18Q: 3 clusters Score -137583.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -137595.609375 Penalty: 707.473633
	Iteration 19Q: 3 clusters Score -137595.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -137603.562500 Penalty: 707.473633
	Iteration 20F: 3 clusters Score -137603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -137608.109375 Penalty: 707.473633
	Iteration 21Q: 3 clusters Score -137608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -137609.015625 Penalty: 707.473633
	Iteration 22Q: 3 clusters Score -137609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -137610.750000 Penalty: 707.473633
	Iteration 23Q: 3 clusters Score -137610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -137611.890625 Penalty: 707.473633
	Iteration 24Q: 3 clusters Score -137611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -137613.593750 Penalty: 707.473633
	Iteration 25Q: 3 clusters Score -137613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -137616.234375 Penalty: 707.473633
	Iteration 26Q: 3 clusters Score -137616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -137618.484375 Penalty: 707.473633
	Iteration 27Q: 3 clusters Score -137618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -137619.296875 Penalty: 707.473633
	Iteration 28Q: 3 clusters Score -137619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -137619.343750 Penalty: 707.473633
	Iteration 29Q: 3 clusters Score -137619.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -137619.343750 Penalty: 707.473633
	Iteration 30F: 3 clusters Score -137619.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1416647.500000 Penalty: 442.518250
	Iteration 0F: 2 clusters Score -1416648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1407998.750000 Penalty: 885.036499
	Iteration 0F: 3 clusters Score -1407999 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1412506.250000 Penalty: 885.036499
	Iteration 1F: 3 clusters Score -1412506 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1412734.625000 Penalty: 885.036499
	Iteration 2Q: 3 clusters Score -1412735 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1413053.500000 Penalty: 885.036499
	Iteration 3Q: 3 clusters Score -1413054 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1413611.500000 Penalty: 885.036499
	Iteration 4F: 3 clusters Score -1413612 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1414362.500000 Penalty: 885.036499
	Iteration 5F: 3 clusters Score -1414362 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1415156.500000 Penalty: 885.036499
	Iteration 6F: 3 clusters Score -1415156 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1415594.250000 Penalty: 885.036499
	Iteration 7F: 3 clusters Score -1415594 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1415756.875000 Penalty: 885.036499
	Iteration 8Q: 3 clusters Score -1415757 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1415833.500000 Penalty: 885.036499
	Iteration 9Q: 3 clusters Score -1415834 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1415893.625000 Penalty: 885.036499
	Iteration 10Q: 3 clusters Score -1415894 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1415941.375000 Penalty: 885.036499
	Iteration 11Q: 3 clusters Score -1415941 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1415979.000000 Penalty: 885.036499
	Iteration 12Q: 3 clusters Score -1415979 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1416008.500000 Penalty: 885.036499
	Iteration 13Q: 3 clusters Score -1416008 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1416035.125000 Penalty: 885.036499
	Iteration 14Q: 3 clusters Score -1416035 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1416052.125000 Penalty: 885.036499
	Iteration 15Q: 3 clusters Score -1416052 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1416055.375000 Penalty: 885.036499
	Iteration 16Q: 3 clusters Score -1416055 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1416060.125000 Penalty: 885.036499
	Iteration 17Q: 3 clusters Score -1416060 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1416069.500000 Penalty: 885.036499
	Iteration 18Q: 3 clusters Score -1416070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1416073.500000 Penalty: 885.036499
	Iteration 19Q: 3 clusters Score -1416074 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1416061.125000 Penalty: 885.036499
	Iteration 20F: 3 clusters Score -1416061 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1416061.375000 Penalty: 885.036499
	Iteration 21Q: 3 clusters Score -1416061 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1416065.875000 Penalty: 885.036499
	Iteration 22Q: 3 clusters Score -1416066 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1416062.625000 Penalty: 885.036499
	Iteration 23Q: 3 clusters Score -1416063 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1416068.250000 Penalty: 885.036499
	Iteration 24Q: 3 clusters Score -1416068 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1416055.250000 Penalty: 885.036499
	Iteration 25Q: 3 clusters Score -1416055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1416046.750000 Penalty: 885.036499
	Iteration 26Q: 3 clusters Score -1416047 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1416041.125000 Penalty: 885.036499
	Iteration 27Q: 3 clusters Score -1416041 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1416036.125000 Penalty: 885.036499
	Iteration 28Q: 3 clusters Score -1416036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1416022.500000 Penalty: 885.036499
	Iteration 29Q: 3 clusters Score -1416022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1416007.250000 Penalty: 885.036499
	Iteration 30Q: 3 clusters Score -1416007 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1415987.375000 Penalty: 885.036499
	Iteration 31Q: 3 clusters Score -1415987 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1415953.250000 Penalty: 885.036499
	Iteration 32Q: 3 clusters Score -1415953 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1415933.625000 Penalty: 885.036499
	Iteration 33Q: 3 clusters Score -1415934 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1415914.000000 Penalty: 885.036499
	Iteration 34Q: 3 clusters Score -1415914 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1415893.375000 Penalty: 885.036499
	Iteration 35Q: 3 clusters Score -1415893 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1415879.750000 Penalty: 885.036499
	Iteration 36Q: 3 clusters Score -1415880 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1415874.000000 Penalty: 885.036499
	Iteration 37Q: 3 clusters Score -1415874 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1415867.250000 Penalty: 885.036499
	Iteration 38Q: 3 clusters Score -1415867 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1415856.000000 Penalty: 885.036499
	Iteration 39Q: 3 clusters Score -1415856 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1415859.000000 Penalty: 885.036499
	Iteration 40F: 3 clusters Score -1415859 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1415850.500000 Penalty: 885.036499
	Iteration 41Q: 3 clusters Score -1415850 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1415851.125000 Penalty: 885.036499
	Iteration 42Q: 3 clusters Score -1415851 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1415850.375000 Penalty: 885.036499
	Iteration 43Q: 3 clusters Score -1415850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1415847.875000 Penalty: 885.036499
	Iteration 44Q: 3 clusters Score -1415848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1415847.875000 Penalty: 885.036499
	Iteration 45Q: 3 clusters Score -1415848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1415847.125000 Penalty: 885.036499
	Iteration 46Q: 3 clusters Score -1415847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1415856.000000 Penalty: 885.036499
	Iteration 47Q: 3 clusters Score -1415856 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1415862.625000 Penalty: 885.036499
	Iteration 48Q: 3 clusters Score -1415863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1415869.125000 Penalty: 885.036499
	Iteration 49Q: 3 clusters Score -1415869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1415874.125000 Penalty: 885.036499
	Iteration 50Q: 3 clusters Score -1415874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1415872.625000 Penalty: 885.036499
	Iteration 51Q: 3 clusters Score -1415873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1415874.750000 Penalty: 885.036499
	Iteration 52Q: 3 clusters Score -1415875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1415869.125000 Penalty: 885.036499
	Iteration 53Q: 3 clusters Score -1415869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1415867.500000 Penalty: 885.036499
	Iteration 54Q: 3 clusters Score -1415868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1415869.875000 Penalty: 885.036499
	Iteration 55Q: 3 clusters Score -1415870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1415869.125000 Penalty: 885.036499
	Iteration 56Q: 3 clusters Score -1415869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1415865.500000 Penalty: 885.036499
	Iteration 57Q: 3 clusters Score -1415866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1415868.500000 Penalty: 885.036499
	Iteration 58Q: 3 clusters Score -1415868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1415870.750000 Penalty: 885.036499
	Iteration 59Q: 3 clusters Score -1415871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1415865.875000 Penalty: 885.036499
	Iteration 60F: 3 clusters Score -1415866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1415870.375000 Penalty: 885.036499
	Iteration 61Q: 3 clusters Score -1415870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1415875.500000 Penalty: 885.036499
	Iteration 62Q: 3 clusters Score -1415876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1415872.250000 Penalty: 885.036499
	Iteration 63Q: 3 clusters Score -1415872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1415876.750000 Penalty: 885.036499
	Iteration 64Q: 3 clusters Score -1415877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1415877.500000 Penalty: 885.036499
	Iteration 65Q: 3 clusters Score -1415878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1415875.750000 Penalty: 885.036499
	Iteration 66Q: 3 clusters Score -1415876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1415876.750000 Penalty: 885.036499
	Iteration 67Q: 3 clusters Score -1415877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1415873.750000 Penalty: 885.036499
	Iteration 68Q: 3 clusters Score -1415874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1415873.625000 Penalty: 885.036499
	Iteration 69Q: 3 clusters Score -1415874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1415876.375000 Penalty: 885.036499
	Iteration 70Q: 3 clusters Score -1415876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1415879.500000 Penalty: 885.036499
	Iteration 71Q: 3 clusters Score -1415880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1415878.000000 Penalty: 885.036499
	Iteration 72Q: 3 clusters Score -1415878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1415877.625000 Penalty: 885.036499
	Iteration 73Q: 3 clusters Score -1415878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1415882.000000 Penalty: 885.036499
	Iteration 74Q: 3 clusters Score -1415882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1415883.000000 Penalty: 885.036499
	Iteration 75Q: 3 clusters Score -1415883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1415881.875000 Penalty: 885.036499
	Iteration 76Q: 3 clusters Score -1415882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1415881.750000 Penalty: 885.036499
	Iteration 77Q: 3 clusters Score -1415882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1415883.625000 Penalty: 885.036499
	Iteration 78Q: 3 clusters Score -1415884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1415879.375000 Penalty: 885.036499
	Iteration 79Q: 3 clusters Score -1415879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1415882.375000 Penalty: 885.036499
	Iteration 80F: 3 clusters Score -1415882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1415883.250000 Penalty: 885.036499
	Iteration 81Q: 3 clusters Score -1415883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1415882.125000 Penalty: 885.036499
	Iteration 82Q: 3 clusters Score -1415882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1415885.875000 Penalty: 885.036499
	Iteration 83Q: 3 clusters Score -1415886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1415884.375000 Penalty: 885.036499
	Iteration 84Q: 3 clusters Score -1415884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1415883.500000 Penalty: 885.036499
	Iteration 85Q: 3 clusters Score -1415884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1415884.375000 Penalty: 885.036499
	Iteration 86Q: 3 clusters Score -1415884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1415890.375000 Penalty: 885.036499
	Iteration 87Q: 3 clusters Score -1415890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1415884.500000 Penalty: 885.036499
	Iteration 88Q: 3 clusters Score -1415884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1415886.125000 Penalty: 885.036499
	Iteration 89Q: 3 clusters Score -1415886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1415885.750000 Penalty: 885.036499
	Iteration 90Q: 3 clusters Score -1415886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1415886.875000 Penalty: 885.036499
	Iteration 91Q: 3 clusters Score -1415887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1415886.875000 Penalty: 885.036499
	Iteration 92Q: 3 clusters Score -1415887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1415885.500000 Penalty: 885.036499
	Iteration 93Q: 3 clusters Score -1415886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1415883.000000 Penalty: 885.036499
	Iteration 94Q: 3 clusters Score -1415883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1415881.750000 Penalty: 885.036499
	Iteration 95Q: 3 clusters Score -1415882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1415884.625000 Penalty: 885.036499
	Iteration 96Q: 3 clusters Score -1415885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1415885.750000 Penalty: 885.036499
	Iteration 97Q: 3 clusters Score -1415886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1415886.875000 Penalty: 885.036499
	Iteration 98Q: 3 clusters Score -1415887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1415886.000000 Penalty: 885.036499
	Iteration 99Q: 3 clusters Score -1415886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1415886.000000 Penalty: 885.036499
	Iteration 100F: 3 clusters Score -1415886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1415884.375000 Penalty: 885.036499
	Iteration 101Q: 3 clusters Score -1415884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1415884.375000 Penalty: 885.036499
	Iteration 102F: 3 clusters Score -1415884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -114200.882812 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114200.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -114649.585938 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114649.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -114709.289062 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114709.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -114746.640625 Penalty: 685.468750
	Iteration 3Q: 3 clusters Score -114746.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -114781.406250 Penalty: 685.468750
	Iteration 4Q: 3 clusters Score -114781.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -114805.484375 Penalty: 685.468750
	Iteration 5Q: 3 clusters Score -114805.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -114820.898438 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -114820.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -114830.070312 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -114830.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -114836.007812 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -114836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -114839.750000 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -114839.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -114843.804688 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -114843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -114848.976562 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -114849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -114854.187500 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -114854.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -114861.203125 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -114861.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -114865.750000 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -114865.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -114870.765625 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -114870.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -114876.601562 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -114876.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -114883.867188 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -114883.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -114893.070312 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -114893.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -114903.132812 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -114903.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -114912.429688 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -114912.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -114920.968750 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -114921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -114929.640625 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -114929.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -114934.984375 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -114935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -114940.101562 Penalty: 685.468750
	Iteration 24Q: 3 clusters Score -114940.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -114945.000000 Penalty: 685.468750
	Iteration 25Q: 3 clusters Score -114945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -114949.757812 Penalty: 685.468750
	Iteration 26Q: 3 clusters Score -114949.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -114954.343750 Penalty: 685.468750
	Iteration 27Q: 3 clusters Score -114954.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -114962.218750 Penalty: 685.468750
	Iteration 28Q: 3 clusters Score -114962.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -114970.500000 Penalty: 685.468750
	Iteration 29Q: 3 clusters Score -114970.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -114981.968750 Penalty: 685.468750
	Iteration 30Q: 3 clusters Score -114982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -115000.765625 Penalty: 685.468750
	Iteration 31Q: 3 clusters Score -115000.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -115020.343750 Penalty: 685.468750
	Iteration 32Q: 3 clusters Score -115020.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -115039.781250 Penalty: 685.468750
	Iteration 33Q: 3 clusters Score -115039.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -115063.296875 Penalty: 685.468750
	Iteration 34Q: 3 clusters Score -115063.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -115084.195312 Penalty: 685.468750
	Iteration 35Q: 3 clusters Score -115084.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -115100.304688 Penalty: 685.468750
	Iteration 36Q: 3 clusters Score -115100.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -115121.039062 Penalty: 685.468750
	Iteration 37Q: 3 clusters Score -115121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -115150.125000 Penalty: 685.468750
	Iteration 38Q: 3 clusters Score -115150.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -115171.882812 Penalty: 685.468750
	Iteration 39Q: 3 clusters Score -115171.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -115193.710938 Penalty: 685.468750
	Iteration 40F: 3 clusters Score -115193.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -115215.070312 Penalty: 685.468750
	Iteration 41Q: 3 clusters Score -115215.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -115230.968750 Penalty: 685.468750
	Iteration 42Q: 3 clusters Score -115231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -115241.460938 Penalty: 685.468750
	Iteration 43Q: 3 clusters Score -115241.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -115248.984375 Penalty: 685.468750
	Iteration 44Q: 3 clusters Score -115249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -115254.710938 Penalty: 685.468750
	Iteration 45Q: 3 clusters Score -115254.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -115259.554688 Penalty: 685.468750
	Iteration 46Q: 3 clusters Score -115259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -115262.023438 Penalty: 685.468750
	Iteration 47Q: 3 clusters Score -115262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -115266.054688 Penalty: 685.468750
	Iteration 48Q: 3 clusters Score -115266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -115269.632812 Penalty: 685.468750
	Iteration 49Q: 3 clusters Score -115269.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -115274.664062 Penalty: 685.468750
	Iteration 50Q: 3 clusters Score -115274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -115278.023438 Penalty: 685.468750
	Iteration 51Q: 3 clusters Score -115278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -115278.992188 Penalty: 685.468750
	Iteration 52Q: 3 clusters Score -115279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -115278.992188 Penalty: 685.468750
	Iteration 53F: 3 clusters Score -115279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -46726.902344 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -46726.9 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 435 members 
Entering Unmasked Estep 
Score: -46029.359375 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -46029.36 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -46198.386719 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -46198.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -46250.613281 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -46250.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46301.242188 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -46301.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -46327.914062 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -46327.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46354.949219 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -46354.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -46380.628906 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -46380.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -46401.324219 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -46401.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46424.835938 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -46424.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -46448.144531 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -46448.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46460.347656 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -46460.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -46470.121094 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -46470.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46475.984375 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -46475.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -46479.648438 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -46479.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -46483.437500 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -46483.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -46484.816406 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -46484.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -46486.437500 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -46486.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -46487.316406 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -46487.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -46488.781250 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -46488.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -46491.867188 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -46491.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -46493.300781 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -46493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46493.902344 Penalty: 612.739563
	Iteration 21Q: 3 clusters Score -46493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46494.886719 Penalty: 612.739563
	Iteration 22Q: 3 clusters Score -46494.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46496.011719 Penalty: 612.739563
	Iteration 23Q: 3 clusters Score -46496.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46497.136719 Penalty: 612.739563
	Iteration 24Q: 3 clusters Score -46497.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46497.136719 Penalty: 612.739563
	Iteration 25F: 3 clusters Score -46497.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9008.659180 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9008.659 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 80 members 
Entering Unmasked Estep 
Score: -8750.735352 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -8750.735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8812.063477 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -8812.063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8822.100586 Penalty: 464.641052
	Iteration 2Q: 3 clusters Score -8822.101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8829.195312 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -8829.195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8829.840820 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -8829.841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8830.240234 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -8830.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8830.240234 Penalty: 464.641052
	Iteration 6F: 3 clusters Score -8830.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20631.783203 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20631.78 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20898.904297 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20898.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21033.080078 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -21033.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21112.279297 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -21112.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21172.683594 Penalty: 546.128723
	Iteration 4F: 3 clusters Score -21172.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21189.560547 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -21189.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21202.437500 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -21202.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21206.480469 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -21206.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21210.085938 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -21210.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21213.232422 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -21213.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21213.531250 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -21213.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21214.150391 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -21214.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21214.400391 Penalty: 546.128723
	Iteration 12Q: 3 clusters Score -21214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21215.185547 Penalty: 546.128723
	Iteration 13Q: 3 clusters Score -21215.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21215.185547 Penalty: 546.128723
	Iteration 14F: 3 clusters Score -21215.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 133 members 
Entering Unmasked Estep 
Score: -14141496.000000 Penalty: 62414.183594
Splitting cluster 44 changes total score from -14141604.000000 to -14141496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5361.670898 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5361.671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5388.584473 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5388.584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5409.639160 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5409.639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5422.925293 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5422.925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5430.277344 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5430.277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5431.472656 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5431.473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5431.472656 Penalty: 432.576691
	Iteration 6F: 3 clusters Score -5431.473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 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 189 members 
Entering Unmasked Estep 
Score: -21661.585938 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21661.59 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21799.345703 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21799.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21880.945312 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21880.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21933.003906 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -21933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21950.177734 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -21950.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21966.921875 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21966.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21975.933594 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21975.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21982.365234 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21982.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21988.658203 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -21988.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21994.132812 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -21994.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21994.957031 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -21994.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21999.691406 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -21999.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21999.691406 Penalty: 535.887878
	Iteration 12F: 3 clusters Score -21999.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -113686.648438 Penalty: 343.698395
	Iteration 0F: 2 clusters Score -113686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -112303.265625 Penalty: 687.396790
	Iteration 0F: 3 clusters Score -112303.3 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -112756.640625 Penalty: 687.396790
	Iteration 1F: 3 clusters Score -112756.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -112858.187500 Penalty: 687.396790
	Iteration 2F: 3 clusters Score -112858.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -112953.210938 Penalty: 687.396790
	Iteration 3F: 3 clusters Score -112953.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -113023.687500 Penalty: 687.396790
	Iteration 4F: 3 clusters Score -113023.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -113081.804688 Penalty: 687.396790
	Iteration 5Q: 3 clusters Score -113081.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -113129.898438 Penalty: 687.396790
	Iteration 6Q: 3 clusters Score -113129.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -113174.234375 Penalty: 687.396790
	Iteration 7Q: 3 clusters Score -113174.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113218.265625 Penalty: 687.396790
	Iteration 8Q: 3 clusters Score -113218.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -113250.523438 Penalty: 687.396790
	Iteration 9Q: 3 clusters Score -113250.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -113270.765625 Penalty: 687.396790
	Iteration 10Q: 3 clusters Score -113270.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -113282.226562 Penalty: 687.396790
	Iteration 11Q: 3 clusters Score -113282.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113291.734375 Penalty: 687.396790
	Iteration 12Q: 3 clusters Score -113291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -113296.937500 Penalty: 687.396790
	Iteration 13Q: 3 clusters Score -113296.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -113302.164062 Penalty: 687.396790
	Iteration 14Q: 3 clusters Score -113302.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113306.109375 Penalty: 687.396790
	Iteration 15Q: 3 clusters Score -113306.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113309.445312 Penalty: 687.396790
	Iteration 16Q: 3 clusters Score -113309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113311.101562 Penalty: 687.396790
	Iteration 17Q: 3 clusters Score -113311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113312.367188 Penalty: 687.396790
	Iteration 18Q: 3 clusters Score -113312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -113313.109375 Penalty: 687.396790
	Iteration 19Q: 3 clusters Score -113313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113313.578125 Penalty: 687.396790
	Iteration 20F: 3 clusters Score -113313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113314.804688 Penalty: 687.396790
	Iteration 21Q: 3 clusters Score -113314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113315.117188 Penalty: 687.396790
	Iteration 22Q: 3 clusters Score -113315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113315.117188 Penalty: 687.396790
	Iteration 23F: 3 clusters Score -113315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14279.938477 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14279.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13973.504883 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -13973.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14071.345703 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14071.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14115.723633 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14115.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14139.221680 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -14139.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14149.376953 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14149.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14157.827148 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14157.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14162.065430 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14162.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14162.416016 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14162.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14164.899414 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14165.520508 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -14165.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14166.943359 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -14166.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14166.943359 Penalty: 489.570648
	Iteration 11F: 3 clusters Score -14166.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -28220.345703 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -28220.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27735.714844 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27735.71 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27863.875000 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27863.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27889.173828 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27889.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27906.904297 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -27906.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27921.009766 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27921.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27931.425781 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27931.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27939.789062 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -27939.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27942.517578 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -27942.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27946.464844 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -27946.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27948.669922 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -27948.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27949.187500 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -27949.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27949.187500 Penalty: 566.434814
	Iteration 11F: 3 clusters Score -27949.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14622.604492 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14280.519531 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14280.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14368.791016 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14368.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14401.387695 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14401.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14411.383789 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14411.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14423.257812 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14423.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14431.718750 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14431.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14437.070312 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14437.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14437.757812 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14437.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14437.757812 Penalty: 511.126190
	Iteration 8F: 3 clusters Score -14437.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 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 157 members 
Entering Unmasked Estep 
Score: -20688.914062 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20688.91 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20799.130859 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20799.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20840.283203 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20840.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20862.662109 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -20862.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20872.099609 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20872.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20878.892578 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20878.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20880.826172 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20880.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20882.064453 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -20882.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20882.064453 Penalty: 529.897156
	Iteration 8F: 3 clusters Score -20882.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6216.416016 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6216.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5972.944336 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5972.944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6051.587891 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6051.588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6085.229980 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6085.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6122.734863 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -6122.735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6162.454590 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -6162.455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6169.538574 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6169.539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6172.742676 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6172.743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6172.742676 Penalty: 447.051605
	Iteration 7F: 3 clusters Score -6172.743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -61740.398438 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -61740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -60896.691406 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -60896.69 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61145.054688 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -61145.05 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -61217.136719 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -61217.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61252.765625 Penalty: 631.648315
	Iteration 3F: 3 clusters Score -61252.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61276.664062 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -61276.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61291.082031 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -61291.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61297.828125 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -61297.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61307.515625 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -61307.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61313.835938 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -61313.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61321.789062 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -61321.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61331.507812 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -61331.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61338.140625 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -61338.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61343.441406 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -61343.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61347.625000 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -61347.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61348.894531 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -61348.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61348.968750 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -61348.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61348.968750 Penalty: 631.648315
	Iteration 16F: 3 clusters Score -61348.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (15868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Entering Unmasked Estep 
Score: -1011490.375000 Penalty: 440.078735
	Iteration 0F: 2 clusters Score -1011490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1000922.375000 Penalty: 880.157471
	Iteration 0F: 3 clusters Score -1000922 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1005228.187500 Penalty: 880.157471
	Iteration 1F: 3 clusters Score -1005228 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1005477.750000 Penalty: 880.157471
	Iteration 2Q: 3 clusters Score -1005478 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1005836.187500 Penalty: 880.157471
	Iteration 3Q: 3 clusters Score -1005836 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1006391.562500 Penalty: 880.157471
	Iteration 4F: 3 clusters Score -1006392 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1007274.500000 Penalty: 880.157471
	Iteration 5F: 3 clusters Score -1007274 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1008509.625000 Penalty: 880.157471
	Iteration 6F: 3 clusters Score -1008510 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1009787.812500 Penalty: 880.157471
	Iteration 7F: 3 clusters Score -1009788 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1010690.812500 Penalty: 880.157471
	Iteration 8F: 3 clusters Score -1010691 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1011098.562500 Penalty: 880.157471
	Iteration 9Q: 3 clusters Score -1011099 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1011233.437500 Penalty: 880.157471
	Iteration 10Q: 3 clusters Score -1011233 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1011302.125000 Penalty: 880.157471
	Iteration 11Q: 3 clusters Score -1011302 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1011344.562500 Penalty: 880.157471
	Iteration 12Q: 3 clusters Score -1011345 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1011365.875000 Penalty: 880.157471
	Iteration 13Q: 3 clusters Score -1011366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1011379.937500 Penalty: 880.157471
	Iteration 14Q: 3 clusters Score -1011380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1011386.437500 Penalty: 880.157471
	Iteration 15Q: 3 clusters Score -1011386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1011392.125000 Penalty: 880.157471
	Iteration 16Q: 3 clusters Score -1011392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1011395.625000 Penalty: 880.157471
	Iteration 17Q: 3 clusters Score -1011396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1011402.062500 Penalty: 880.157471
	Iteration 18Q: 3 clusters Score -1011402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1011403.437500 Penalty: 880.157471
	Iteration 19Q: 3 clusters Score -1011403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1011406.562500 Penalty: 880.157471
	Iteration 20F: 3 clusters Score -1011407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1011409.812500 Penalty: 880.157471
	Iteration 21Q: 3 clusters Score -1011410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1011409.687500 Penalty: 880.157471
	Iteration 22Q: 3 clusters Score -1011410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1011411.812500 Penalty: 880.157471
	Iteration 23Q: 3 clusters Score -1011412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1011412.687500 Penalty: 880.157471
	Iteration 24Q: 3 clusters Score -1011413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1011412.937500 Penalty: 880.157471
	Iteration 25Q: 3 clusters Score -1011413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1011412.937500 Penalty: 880.157471
	Iteration 26Q: 3 clusters Score -1011413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1011415.250000 Penalty: 880.157471
	Iteration 27Q: 3 clusters Score -1011415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1011414.812500 Penalty: 880.157471
	Iteration 28Q: 3 clusters Score -1011415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1011415.250000 Penalty: 880.157471
	Iteration 29Q: 3 clusters Score -1011415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1011415.312500 Penalty: 880.157471
	Iteration 30Q: 3 clusters Score -1011415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1011417.000000 Penalty: 880.157471
	Iteration 31Q: 3 clusters Score -1011417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1011416.875000 Penalty: 880.157471
	Iteration 32Q: 3 clusters Score -1011417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1011416.750000 Penalty: 880.157471
	Iteration 33Q: 3 clusters Score -1011417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1011418.312500 Penalty: 880.157471
	Iteration 34Q: 3 clusters Score -1011418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1011417.937500 Penalty: 880.157471
	Iteration 35Q: 3 clusters Score -1011418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1011420.750000 Penalty: 880.157471
	Iteration 36Q: 3 clusters Score -1011421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1011422.812500 Penalty: 880.157471
	Iteration 37Q: 3 clusters Score -1011423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1011424.312500 Penalty: 880.157471
	Iteration 38Q: 3 clusters Score -1011424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1011424.562500 Penalty: 880.157471
	Iteration 39Q: 3 clusters Score -1011425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1011423.250000 Penalty: 880.157471
	Iteration 40F: 3 clusters Score -1011423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1011428.062500 Penalty: 880.157471
	Iteration 41Q: 3 clusters Score -1011428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1011429.250000 Penalty: 880.157471
	Iteration 42Q: 3 clusters Score -1011429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1011431.125000 Penalty: 880.157471
	Iteration 43Q: 3 clusters Score -1011431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1011430.500000 Penalty: 880.157471
	Iteration 44Q: 3 clusters Score -1011430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1011432.500000 Penalty: 880.157471
	Iteration 45Q: 3 clusters Score -1011432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1011434.187500 Penalty: 880.157471
	Iteration 46Q: 3 clusters Score -1011434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1011435.875000 Penalty: 880.157471
	Iteration 47Q: 3 clusters Score -1011436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1011435.250000 Penalty: 880.157471
	Iteration 48Q: 3 clusters Score -1011435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1011435.625000 Penalty: 880.157471
	Iteration 49Q: 3 clusters Score -1011436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1011435.437500 Penalty: 880.157471
	Iteration 50Q: 3 clusters Score -1011435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1011434.750000 Penalty: 880.157471
	Iteration 51Q: 3 clusters Score -1011435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1011434.687500 Penalty: 880.157471
	Iteration 52Q: 3 clusters Score -1011435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1011434.125000 Penalty: 880.157471
	Iteration 53Q: 3 clusters Score -1011434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1011434.062500 Penalty: 880.157471
	Iteration 54Q: 3 clusters Score -1011434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1011434.187500 Penalty: 880.157471
	Iteration 55Q: 3 clusters Score -1011434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1011434.187500 Penalty: 880.157471
	Iteration 56F: 3 clusters Score -1011434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -21704.738281 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -21704.74 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 304 members 
Entering Unmasked Estep 
Score: -21196.628906 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -21196.63 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21543.328125 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -21543.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21613.355469 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -21613.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21651.179688 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -21651.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21675.337891 Penalty: 584.515442
	Iteration 4Q: 3 clusters Score -21675.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21688.992188 Penalty: 584.515442
	Iteration 5Q: 3 clusters Score -21688.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21697.509766 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -21697.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21703.578125 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -21703.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21709.910156 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -21709.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21711.900391 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -21711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21713.541016 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -21713.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21713.738281 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -21713.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21713.738281 Penalty: 584.515442
	Iteration 12F: 3 clusters Score -21713.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 448 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 168 members 
Entering Unmasked Estep 
Score: -14141347.000000 Penalty: 62414.183594
Splitting cluster 55 changes total score from -14141604.000000 to -14141347.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7976.906738 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7976.907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8011.122070 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8011.122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8019.921387 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8019.921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8028.887207 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8028.887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8029.652832 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8029.653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8029.652832 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -8029.653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9728.700195 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9728.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9759.768555 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9759.769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9771.320312 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -9771.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9773.501953 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -9773.502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9779.523438 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -9779.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9780.755859 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -9780.756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9780.755859 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -9780.756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -31532.662109 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -31532.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31032.093750 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -31032.09 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31149.220703 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -31149.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31186.244141 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -31186.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31221.919922 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -31221.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31261.296875 Penalty: 567.865112
	Iteration 4F: 3 clusters Score -31261.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31285.757812 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -31285.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31314.996094 Penalty: 567.865112
	Iteration 6F: 3 clusters Score -31315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31345.242188 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -31345.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31362.554688 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -31362.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31375.853516 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -31375.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31387.130859 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -31387.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31393.904297 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -31393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31396.062500 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -31396.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31396.062500 Penalty: 567.865112
	Iteration 13F: 3 clusters Score -31396.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16273.258789 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -16273.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15921.368164 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -15921.37 nChanged 102
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: -16040.812500 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -16040.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16080.925781 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -16080.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16103.456055 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -16103.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16107.215820 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -16107.22 nChanged 3
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: -16109.831055 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -16109.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16113.140625 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -16113.14 nChanged 5
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: -16119.969727 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -16119.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16123.019531 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -16123.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16125.168945 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -16125.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16125.919922 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -16125.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16130.829102 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -16130.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16136.414062 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -16136.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16137.955078 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -16137.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16137.955078 Penalty: 522.904541
	Iteration 14F: 3 clusters Score -16137.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6810.717285 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6810.717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6852.330078 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6852.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6864.960938 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6864.961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6867.442383 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6867.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6868.711914 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6868.712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6873.075684 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6873.076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6873.075684 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -6873.076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3132.155762 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3132.156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3153.325928 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3153.326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3162.026123 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3162.026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3164.660889 Penalty: 379.869263
	Iteration 3Q: 3 clusters Score -3164.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3165.415527 Penalty: 379.869263
	Iteration 4Q: 3 clusters Score -3165.416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3165.415527 Penalty: 379.869263
	Iteration 5F: 3 clusters Score -3165.416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -45200.964844 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -45200.96 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 428 members 
Entering Unmasked Estep 
Score: -44493.953125 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -44493.95 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44690.601562 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -44690.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -44737.648438 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -44737.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -44767.039062 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -44767.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -44792.855469 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -44792.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44819.871094 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -44819.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -44854.324219 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -44854.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44875.882812 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -44875.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44889.269531 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -44889.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44906.445312 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -44906.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44932.324219 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -44932.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44953.203125 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -44953.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44971.046875 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -44971.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44985.125000 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -44985.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45001.234375 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -45001.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45015.574219 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -45015.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45027.566406 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -45027.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45039.250000 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -45039.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45050.656250 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -45050.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45064.832031 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -45064.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45067.160156 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -45067.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45069.179688 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -45069.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45071.289062 Penalty: 615.092224
	Iteration 22Q: 3 clusters Score -45071.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45071.343750 Penalty: 615.092224
	Iteration 23Q: 3 clusters Score -45071.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45071.343750 Penalty: 615.092224
	Iteration 24F: 3 clusters Score -45071.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -21956.347656 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -21956.35 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 153 members 
Entering Unmasked Estep 
Score: -21578.699219 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -21578.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21694.001953 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -21694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21740.427734 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -21740.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21752.431641 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -21752.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21763.134766 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -21763.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21777.615234 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -21777.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21787.812500 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -21787.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21789.886719 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -21789.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21792.705078 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -21792.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21800.273438 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -21800.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21805.617188 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -21805.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21811.097656 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -21811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21826.294922 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -21826.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21846.681641 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -21846.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21859.980469 Penalty: 525.766357
	Iteration 14Q: 3 clusters Score -21859.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21867.328125 Penalty: 525.766357
	Iteration 15Q: 3 clusters Score -21867.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21872.318359 Penalty: 525.766357
	Iteration 16Q: 3 clusters Score -21872.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21876.783203 Penalty: 525.766357
	Iteration 17Q: 3 clusters Score -21876.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21877.576172 Penalty: 525.766357
	Iteration 18Q: 3 clusters Score -21877.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21877.576172 Penalty: 525.766357
	Iteration 19F: 3 clusters Score -21877.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9737.250977 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9737.251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9463.038086 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9463.038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9523.489258 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9523.489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9547.424805 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9547.425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9573.761719 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -9573.762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9589.090820 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9589.091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9600.625977 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9600.626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9612.082031 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -9612.082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9617.661133 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -9617.661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9625.095703 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -9625.096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9630.419922 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -9630.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9630.715820 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -9630.716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9631.301758 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -9631.302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9631.301758 Penalty: 471.542328
	Iteration 12F: 3 clusters Score -9631.302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -2527.717773 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -2527.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2324.684082 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -2324.684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2452.543945 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -2452.544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2497.966553 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -2497.967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2518.147949 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -2518.148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2518.147949 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -2518.148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42223.394531 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -42223.39 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 280 members 
Entering Unmasked Estep 
Score: -41697.464844 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -41697.46 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41808.988281 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -41808.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41854.152344 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -41854.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41874.285156 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -41874.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41881.804688 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -41881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41888.609375 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -41888.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41905.375000 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -41905.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41917.800781 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -41917.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41932.210938 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -41932.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41945.175781 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -41945.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41956.550781 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -41956.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41964.675781 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -41964.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41971.410156 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -41971.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41981.035156 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -41981.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41991.589844 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -41991.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41993.976562 Penalty: 575.189941
	Iteration 15Q: 3 clusters Score -41993.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41995.316406 Penalty: 575.189941
	Iteration 16Q: 3 clusters Score -41995.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41996.191406 Penalty: 575.189941
	Iteration 17Q: 3 clusters Score -41996.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41997.246094 Penalty: 575.189941
	Iteration 18Q: 3 clusters Score -41997.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42002.683594 Penalty: 575.189941
	Iteration 19Q: 3 clusters Score -42002.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42004.722656 Penalty: 575.189941
	Iteration 20F: 3 clusters Score -42004.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42005.320312 Penalty: 575.189941
	Iteration 21Q: 3 clusters Score -42005.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42005.320312 Penalty: 575.189941
	Iteration 22F: 3 clusters Score -42005.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -142718.703125 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -142718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -141456.812500 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -141456.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -141900.718750 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -141900.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -141983.843750 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -141983.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -142039.312500 Penalty: 682.497864
	Iteration 3F: 3 clusters Score -142039.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -142073.343750 Penalty: 682.497864
	Iteration 4Q: 3 clusters Score -142073.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -142107.750000 Penalty: 682.497864
	Iteration 5Q: 3 clusters Score -142107.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -142139.437500 Penalty: 682.497864
	Iteration 6Q: 3 clusters Score -142139.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -142164.281250 Penalty: 682.497864
	Iteration 7Q: 3 clusters Score -142164.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -142197.640625 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -142197.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -142229.531250 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -142229.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -142265.484375 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -142265.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -142311.890625 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -142311.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -142354.750000 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -142354.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -142385.687500 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -142385.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -142404.093750 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -142404.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -142412.843750 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -142412.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -142418.718750 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -142418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -142422.156250 Penalty: 682.497864
	Iteration 17Q: 3 clusters Score -142422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -142423.812500 Penalty: 682.497864
	Iteration 18Q: 3 clusters Score -142423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -142426.484375 Penalty: 682.497864
	Iteration 19Q: 3 clusters Score -142426.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -142427.703125 Penalty: 682.497864
	Iteration 20F: 3 clusters Score -142427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -142428.968750 Penalty: 682.497864
	Iteration 21Q: 3 clusters Score -142429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -142430.968750 Penalty: 682.497864
	Iteration 22Q: 3 clusters Score -142431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -142432.921875 Penalty: 682.497864
	Iteration 23Q: 3 clusters Score -142432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -142436.812500 Penalty: 682.497864
	Iteration 24Q: 3 clusters Score -142436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -142437.703125 Penalty: 682.497864
	Iteration 25Q: 3 clusters Score -142437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -142438.000000 Penalty: 682.497864
	Iteration 26Q: 3 clusters Score -142438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -142438.000000 Penalty: 682.497864
	Iteration 27F: 3 clusters Score -142438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15654.398438 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15654.4 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 167 members 
Entering Unmasked Estep 
Score: -15296.942383 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15296.94 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15397.443359 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15397.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15431.181641 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -15431.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15468.617188 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -15468.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15498.362305 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15498.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15529.736328 Penalty: 521.143127
	Iteration 5F: 3 clusters Score -15529.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15559.160156 Penalty: 521.143127
	Iteration 6F: 3 clusters Score -15559.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15575.498047 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -15575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15583.471680 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -15583.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15584.871094 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -15584.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15584.871094 Penalty: 521.143127
	Iteration 10F: 3 clusters Score -15584.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 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 331 members 
Entering Unmasked Estep 
Score: -36483.105469 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36483.11 nChanged 247
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: -36657.839844 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36657.84 nChanged 50
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: -36697.074219 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36697.07 nChanged 36
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: -36728.093750 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -36728.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -36748.824219 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -36748.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -36760.351562 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -36760.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -36768.656250 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36768.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36774.308594 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36774.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -36778.339844 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36778.34 nChanged 10
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: -36787.078125 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36787.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -36796.937500 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36796.94 nChanged 9
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: -36807.898438 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36807.9 nChanged 6
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: -36810.242188 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36810.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36818.265625 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36818.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36826.207031 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36826.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -36839.437500 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -36839.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -36853.191406 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -36853.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36860.812500 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -36860.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36862.964844 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -36862.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -36863.972656 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -36863.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -36866.023438 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -36866.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36867.562500 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -36867.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -36872.058594 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -36872.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -36876.074219 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -36876.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -36878.007812 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -36878.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -36878.007812 Penalty: 591.343628
	Iteration 25F: 3 clusters Score -36878.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -29879.597656 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -29879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29428.007812 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -29428.01 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29570.521484 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -29570.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29613.277344 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -29613.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29639.097656 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -29639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29666.927734 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -29666.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29684.466797 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -29684.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29695.306641 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -29695.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29702.320312 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -29702.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29709.759766 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -29709.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29713.099609 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -29713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29714.513672 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -29714.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29719.527344 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -29719.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29721.308594 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -29721.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29721.728516 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -29721.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29721.728516 Penalty: 560.477661
	Iteration 14F: 3 clusters Score -29721.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7743.944336 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7743.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7505.249023 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7505.249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7558.779297 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7558.779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7584.054688 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -7584.055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7594.072266 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7594.072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7606.482422 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7606.482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7610.879395 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -7610.879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7614.101562 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -7614.102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7618.833984 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -7618.834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7627.238770 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -7627.239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7632.215332 Penalty: 457.173126
	Iteration 9Q: 3 clusters Score -7632.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7635.125488 Penalty: 457.173126
	Iteration 10Q: 3 clusters Score -7635.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7635.125488 Penalty: 457.173126
	Iteration 11F: 3 clusters Score -7635.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -6511.373535 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -6511.374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6314.985352 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -6314.985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6346.753906 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -6346.754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6355.731934 Penalty: 424.372986
	Iteration 2Q: 3 clusters Score -6355.732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6357.765137 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -6357.765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6357.765137 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -6357.765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1195.668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -647.536865 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -647.5369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 1F: 2 clusters Score -1195.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (94444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Entering Unmasked Estep 
Score: -5903811.500000 Penalty: 521.237183
	Iteration 0F: 2 clusters Score -5903812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -5841184.000000 Penalty: 1042.474365
	Iteration 0F: 3 clusters Score -5841184 nChanged 46463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5869851.000000 Penalty: 1042.474365
	Iteration 1F: 3 clusters Score -5869851 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -5871454.500000 Penalty: 1042.474365
	Iteration 2Q: 3 clusters Score -5871454 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -5873281.500000 Penalty: 1042.474365
	Iteration 3F: 3 clusters Score -5873282 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -5875843.500000 Penalty: 1042.474365
	Iteration 4F: 3 clusters Score -5875844 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -5878972.000000 Penalty: 1042.474365
	Iteration 5F: 3 clusters Score -5878972 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5882724.500000 Penalty: 1042.474365
	Iteration 6F: 3 clusters Score -5882724 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74908 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5887358.000000 Penalty: 1042.474365
	Iteration 7F: 3 clusters Score -5887358 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -5892461.000000 Penalty: 1042.474365
	Iteration 8F: 3 clusters Score -5892461 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -5897143.500000 Penalty: 1042.474365
	Iteration 9F: 3 clusters Score -5897144 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5900216.500000 Penalty: 1042.474365
	Iteration 10Q: 3 clusters Score -5900216 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5901909.000000 Penalty: 1042.474365
	Iteration 11Q: 3 clusters Score -5901909 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5902608.500000 Penalty: 1042.474365
	Iteration 12Q: 3 clusters Score -5902608 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5902943.000000 Penalty: 1042.474365
	Iteration 13Q: 3 clusters Score -5902943 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5903129.000000 Penalty: 1042.474365
	Iteration 14Q: 3 clusters Score -5903129 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5903216.000000 Penalty: 1042.474365
	Iteration 15Q: 3 clusters Score -5903216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5903255.000000 Penalty: 1042.474365
	Iteration 16Q: 3 clusters Score -5903255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5903293.500000 Penalty: 1042.474365
	Iteration 17Q: 3 clusters Score -5903294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5903322.000000 Penalty: 1042.474365
	Iteration 18Q: 3 clusters Score -5903322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5903343.500000 Penalty: 1042.474365
	Iteration 19Q: 3 clusters Score -5903344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5903357.000000 Penalty: 1042.474365
	Iteration 20F: 3 clusters Score -5903357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5903364.500000 Penalty: 1042.474365
	Iteration 21Q: 3 clusters Score -5903364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93997 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5903383.500000 Penalty: 1042.474365
	Iteration 22Q: 3 clusters Score -5903384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94013 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5903398.500000 Penalty: 1042.474365
	Iteration 23Q: 3 clusters Score -5903398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5903411.000000 Penalty: 1042.474365
	Iteration 24Q: 3 clusters Score -5903411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5903409.000000 Penalty: 1042.474365
	Iteration 25Q: 3 clusters Score -5903409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5903414.000000 Penalty: 1042.474365
	Iteration 26Q: 3 clusters Score -5903414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5903418.000000 Penalty: 1042.474365
	Iteration 27Q: 3 clusters Score -5903418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5903424.000000 Penalty: 1042.474365
	Iteration 28Q: 3 clusters Score -5903424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5903421.000000 Penalty: 1042.474365
	Iteration 29Q: 3 clusters Score -5903421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5903428.500000 Penalty: 1042.474365
	Iteration 30Q: 3 clusters Score -5903428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5903427.000000 Penalty: 1042.474365
	Iteration 31Q: 3 clusters Score -5903427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5903435.000000 Penalty: 1042.474365
	Iteration 32Q: 3 clusters Score -5903435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94071 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5903434.500000 Penalty: 1042.474365
	Iteration 33Q: 3 clusters Score -5903434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5903438.500000 Penalty: 1042.474365
	Iteration 34Q: 3 clusters Score -5903438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5903432.000000 Penalty: 1042.474365
	Iteration 35Q: 3 clusters Score -5903432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5903432.000000 Penalty: 1042.474365
	Iteration 36F: 3 clusters Score -5903432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -52754.218750 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -52754.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52006.730469 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -52006.73 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52216.226562 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -52216.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52261.304688 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -52261.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52286.265625 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -52286.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52299.449219 Penalty: 617.693909
	Iteration 4Q: 3 clusters Score -52299.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52308.945312 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -52308.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52315.285156 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -52315.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52326.722656 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -52326.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52339.164062 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -52339.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52354.265625 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -52354.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52364.402344 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -52364.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52376.980469 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -52376.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52389.539062 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -52389.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52403.300781 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -52403.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52415.488281 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -52415.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -52419.890625 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -52419.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52421.976562 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -52421.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -52425.058594 Penalty: 617.693909
	Iteration 17Q: 3 clusters Score -52425.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -52426.707031 Penalty: 617.693909
	Iteration 18Q: 3 clusters Score -52426.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52430.082031 Penalty: 617.693909
	Iteration 19Q: 3 clusters Score -52430.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -52433.003906 Penalty: 617.693909
	Iteration 20F: 3 clusters Score -52433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -52438.246094 Penalty: 617.693909
	Iteration 21Q: 3 clusters Score -52438.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -52441.503906 Penalty: 617.693909
	Iteration 22Q: 3 clusters Score -52441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -52444.160156 Penalty: 617.693909
	Iteration 23Q: 3 clusters Score -52444.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -52446.570312 Penalty: 617.693909
	Iteration 24Q: 3 clusters Score -52446.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -52448.078125 Penalty: 617.693909
	Iteration 25Q: 3 clusters Score -52448.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -52448.390625 Penalty: 617.693909
	Iteration 26Q: 3 clusters Score -52448.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -52449.539062 Penalty: 617.693909
	Iteration 27Q: 3 clusters Score -52449.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -52449.539062 Penalty: 617.693909
	Iteration 28F: 3 clusters Score -52449.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13095.097656 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -13095.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12808.355469 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12808.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12884.413086 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12884.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12910.842773 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -12910.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12921.839844 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12921.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12925.083008 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12925.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12928.120117 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -12928.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12932.029297 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -12932.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12934.512695 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -12934.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12934.512695 Penalty: 476.998962
	Iteration 8F: 3 clusters Score -12934.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14947.470703 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14947.47 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15045.605469 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15045.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15069.854492 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15069.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15081.605469 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -15081.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15085.132812 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15085.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15086.259766 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15086.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15086.259766 Penalty: 510.461945
	Iteration 6F: 3 clusters Score -15086.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3426.849854 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3426.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3451.439697 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -3451.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3464.887939 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -3464.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3473.031006 Penalty: 367.917664
	Iteration 3Q: 3 clusters Score -3473.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3473.031006 Penalty: 367.917664
	Iteration 4F: 3 clusters Score -3473.031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3600.108154 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3600.108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3620.683350 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3620.683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3625.982910 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3625.983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3632.754150 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -3632.754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3632.754150 Penalty: 390.431824
	Iteration 4F: 3 clusters Score -3632.754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -36541.335938 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -36541.34 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 264 members 
Entering Unmasked Estep 
Score: -36045.503906 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -36045.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36256.429688 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -36256.43 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36365.164062 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -36365.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36427.968750 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -36427.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36472.265625 Penalty: 573.538330
	Iteration 4F: 3 clusters Score -36472.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36489.808594 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -36489.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36499.367188 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -36499.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36506.656250 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -36506.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36514.207031 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -36514.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -36517.792969 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -36517.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36519.257812 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -36519.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36521.925781 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -36521.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36523.152344 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -36523.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36523.554688 Penalty: 573.538330
	Iteration 13Q: 3 clusters Score -36523.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36523.890625 Penalty: 573.538330
	Iteration 14Q: 3 clusters Score -36523.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36523.890625 Penalty: 573.538330
	Iteration 15F: 3 clusters Score -36523.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 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 102 members 
Entering Unmasked Estep 
Score: -9573.062500 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9573.062 nChanged 53
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: -9640.957031 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9640.957 nChanged 9
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: -9651.775391 Penalty: 479.842987
	Iteration 2Q: 3 clusters Score -9651.775 nChanged 12
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: -9678.504883 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -9678.505 nChanged 6
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: -9686.910156 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9686.91 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: -9688.133789 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9688.134 nChanged 0
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: -9688.133789 Penalty: 479.842987
	Iteration 6F: 3 clusters Score -9688.134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3110.018311 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3110.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2914.812988 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -2914.813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2996.396240 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -2996.396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3035.049072 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -3035.049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3131.008545 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -3131.009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3136.780029 Penalty: 419.975952
	Iteration 4Q: 3 clusters Score -3136.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3136.780029 Penalty: 419.975952
	Iteration 5F: 3 clusters Score -3136.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 62 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 39 members 
Entering Unmasked Estep 
Score: -14141283.000000 Penalty: 62414.183594
Splitting cluster 82 changes total score from -14141604.000000 to -14141283.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -11561.210938 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -11561.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11304.303711 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -11304.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11371.416992 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -11371.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11391.587891 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -11391.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11396.082031 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -11396.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11400.111328 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -11400.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11400.111328 Penalty: 464.641052
	Iteration 5F: 3 clusters Score -11400.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -96679.906250 Penalty: 337.143250
	Iteration 0F: 2 clusters Score -96679.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -95466.812500 Penalty: 674.286499
	Iteration 0F: 3 clusters Score -95466.81 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -95874.531250 Penalty: 674.286499
	Iteration 1F: 3 clusters Score -95874.53 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -95942.695312 Penalty: 674.286499
	Iteration 2F: 3 clusters Score -95942.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -95983.445312 Penalty: 674.286499
	Iteration 3Q: 3 clusters Score -95983.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -96009.640625 Penalty: 674.286499
	Iteration 4Q: 3 clusters Score -96009.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -96036.296875 Penalty: 674.286499
	Iteration 5Q: 3 clusters Score -96036.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -96058.851562 Penalty: 674.286499
	Iteration 6Q: 3 clusters Score -96058.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -96085.632812 Penalty: 674.286499
	Iteration 7Q: 3 clusters Score -96085.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -96119.226562 Penalty: 674.286499
	Iteration 8Q: 3 clusters Score -96119.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -96161.343750 Penalty: 674.286499
	Iteration 9Q: 3 clusters Score -96161.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -96214.976562 Penalty: 674.286499
	Iteration 10Q: 3 clusters Score -96214.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -96265.703125 Penalty: 674.286499
	Iteration 11Q: 3 clusters Score -96265.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -96307.507812 Penalty: 674.286499
	Iteration 12Q: 3 clusters Score -96307.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -96343.320312 Penalty: 674.286499
	Iteration 13Q: 3 clusters Score -96343.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -96366.609375 Penalty: 674.286499
	Iteration 14Q: 3 clusters Score -96366.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -96378.234375 Penalty: 674.286499
	Iteration 15Q: 3 clusters Score -96378.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -96390.062500 Penalty: 674.286499
	Iteration 16Q: 3 clusters Score -96390.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -96399.273438 Penalty: 674.286499
	Iteration 17Q: 3 clusters Score -96399.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -96410.265625 Penalty: 674.286499
	Iteration 18Q: 3 clusters Score -96410.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -96418.421875 Penalty: 674.286499
	Iteration 19Q: 3 clusters Score -96418.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -96426.992188 Penalty: 674.286499
	Iteration 20F: 3 clusters Score -96426.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -96438.734375 Penalty: 674.286499
	Iteration 21Q: 3 clusters Score -96438.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -96445.921875 Penalty: 674.286499
	Iteration 22Q: 3 clusters Score -96445.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -96480.734375 Penalty: 674.286499
	Iteration 23Q: 3 clusters Score -96480.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -96512.617188 Penalty: 674.286499
	Iteration 24Q: 3 clusters Score -96512.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -96558.156250 Penalty: 674.286499
	Iteration 25Q: 3 clusters Score -96558.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -96570.632812 Penalty: 674.286499
	Iteration 26Q: 3 clusters Score -96570.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -96573.585938 Penalty: 674.286499
	Iteration 27Q: 3 clusters Score -96573.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -96575.781250 Penalty: 674.286499
	Iteration 28Q: 3 clusters Score -96575.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -96577.304688 Penalty: 674.286499
	Iteration 29Q: 3 clusters Score -96577.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -96577.304688 Penalty: 674.286499
	Iteration 30F: 3 clusters Score -96577.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (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: -31463.062500 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -31463.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30958.953125 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -30958.95 nChanged 191
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: -31089.738281 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -31089.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31130.841797 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -31130.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31148.900391 Penalty: 572.532776
	Iteration 3Q: 3 clusters Score -31148.9 nChanged 16
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: -31156.873047 Penalty: 572.532776
	Iteration 4Q: 3 clusters Score -31156.87 nChanged 9
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: -31161.644531 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -31161.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31168.773438 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -31168.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31175.042969 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -31175.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31179.759766 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -31179.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -31181.177734 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -31181.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31182.265625 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -31182.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31184.064453 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -31184.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31184.679688 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -31184.68 nChanged 1
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: -31185.220703 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -31185.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31185.652344 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -31185.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31186.835938 Penalty: 572.532776
	Iteration 15Q: 3 clusters Score -31186.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31186.962891 Penalty: 572.532776
	Iteration 16Q: 3 clusters Score -31186.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31187.384766 Penalty: 572.532776
	Iteration 17Q: 3 clusters Score -31187.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31188.320312 Penalty: 572.532776
	Iteration 18Q: 3 clusters Score -31188.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31189.443359 Penalty: 572.532776
	Iteration 19Q: 3 clusters Score -31189.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31190.046875 Penalty: 572.532776
	Iteration 20F: 3 clusters Score -31190.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31190.701172 Penalty: 572.532776
	Iteration 21Q: 3 clusters Score -31190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31191.267578 Penalty: 572.532776
	Iteration 22Q: 3 clusters Score -31191.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31191.267578 Penalty: 572.532776
	Iteration 23F: 3 clusters Score -31191.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4696.226562 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4696.227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4499.818359 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4499.818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4546.683594 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4546.684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4563.558594 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -4563.559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4563.558594 Penalty: 421.760345
	Iteration 3F: 3 clusters Score -4563.559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7941.916992 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7941.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7724.790527 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7724.791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7778.801270 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7778.801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7799.147949 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7799.148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7816.753906 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7816.754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7824.075195 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7824.075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7833.546875 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7833.547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7842.360352 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7842.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7844.436035 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7844.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7844.436035 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -7844.436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29392.925781 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29392.93 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29542.541016 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29542.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29575.451172 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29575.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29614.949219 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -29614.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29639.207031 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29639.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29654.882812 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29654.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29663.859375 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29663.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29667.939453 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29667.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29670.740234 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29670.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29674.515625 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29674.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29675.406250 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29675.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29677.486328 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29677.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29683.355469 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29683.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29685.386719 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29685.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29685.896484 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29687.328125 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29687.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29688.240234 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29688.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29689.466797 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29689.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29689.466797 Penalty: 562.945007
	Iteration 18F: 3 clusters Score -29689.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5006.084473 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5006.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4787.020996 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4787.021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4876.840820 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4876.841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4893.859863 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4893.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4916.675781 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -4916.676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4926.293945 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -4926.294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4926.293945 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -4926.294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12450.591797 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12450.59 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 99 members 
Entering Unmasked Estep 
Score: -12167.139648 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12167.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12236.565430 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12236.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12275.408203 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12275.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12285.011719 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12285.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12285.011719 Penalty: 481.232300
	Iteration 4F: 3 clusters Score -12285.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4618.932617 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4618.933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4645.652344 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4645.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4653.937500 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -4653.938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4660.073730 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4660.074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4663.401367 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -4663.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4670.554688 Penalty: 410.488220
	Iteration 5Q: 3 clusters Score -4670.555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4673.510742 Penalty: 410.488220
	Iteration 6Q: 3 clusters Score -4673.511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4675.644043 Penalty: 410.488220
	Iteration 7Q: 3 clusters Score -4675.644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4675.644043 Penalty: 410.488220
	Iteration 8F: 3 clusters Score -4675.644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -12696.227539 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -12696.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12391.371094 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -12391.37 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12462.789062 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -12462.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12512.084961 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -12512.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12556.651367 Penalty: 489.989075
	Iteration 3F: 3 clusters Score -12556.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12575.180664 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -12575.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12583.072266 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -12583.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12585.560547 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -12585.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12586.373047 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -12586.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12586.373047 Penalty: 489.989075
	Iteration 8F: 3 clusters Score -12586.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2027.145264 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2027.145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2043.410034 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2043.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2046.630981 Penalty: 357.796143
	Iteration 2Q: 3 clusters Score -2046.631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2046.630981 Penalty: 357.796143
	Iteration 3F: 3 clusters Score -2046.631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2838.082031 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2838.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2668.057373 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2668.057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2786.433838 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2786.434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2844.745605 Penalty: 367.917664
	Iteration 2F: 3 clusters Score -2844.746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2873.858643 Penalty: 367.917664
	Iteration 3Q: 3 clusters Score -2873.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2873.858643 Penalty: 367.917664
	Iteration 4F: 3 clusters Score -2873.859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 13 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 44 members 
Entering Unmasked Estep 
Score: -14141266.000000 Penalty: 62414.183594
Splitting cluster 94 changes total score from -14141604.000000 to -14141266.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 95 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4555.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4530.060547 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4530.061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4618.023438 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4618.023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4681.693848 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -4681.694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 14 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 63 members 
Entering Unmasked Estep 
Score: -14141367.000000 Penalty: 62414.183594
Splitting cluster 95 changes total score from -14141604.000000 to -14141367.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -43861.996094 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -43862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43298.898438 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -43298.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43464.023438 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -43464.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43503.750000 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -43503.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43522.390625 Penalty: 585.980835
	Iteration 3Q: 3 clusters Score -43522.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43535.390625 Penalty: 585.980835
	Iteration 4Q: 3 clusters Score -43535.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43542.609375 Penalty: 585.980835
	Iteration 5Q: 3 clusters Score -43542.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43547.640625 Penalty: 585.980835
	Iteration 6Q: 3 clusters Score -43547.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43553.269531 Penalty: 585.980835
	Iteration 7Q: 3 clusters Score -43553.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43561.031250 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -43561.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43574.097656 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -43574.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -43583.187500 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -43583.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43593.546875 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -43593.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43604.574219 Penalty: 585.980835
	Iteration 12Q: 3 clusters Score -43604.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43609.980469 Penalty: 585.980835
	Iteration 13Q: 3 clusters Score -43609.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43610.738281 Penalty: 585.980835
	Iteration 14Q: 3 clusters Score -43610.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43611.199219 Penalty: 585.980835
	Iteration 15Q: 3 clusters Score -43611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43611.199219 Penalty: 585.980835
	Iteration 16F: 3 clusters Score -43611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -18900.324219 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -18900.32 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 132 members 
Entering Unmasked Estep 
Score: -18556.632812 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -18556.63 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18636.472656 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -18636.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18675.275391 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -18675.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18706.541016 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -18706.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18711.328125 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -18711.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18714.179688 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -18714.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18714.882812 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -18714.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18716.914062 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -18716.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18719.222656 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -18719.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18729.328125 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -18729.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18735.197266 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -18735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18741.605469 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -18741.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18746.820312 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -18746.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18746.820312 Penalty: 515.644836
	Iteration 13F: 3 clusters Score -18746.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -36826.085938 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -36826.09 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 324 members 
Entering Unmasked Estep 
Score: -36210.906250 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -36210.91 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36393.550781 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -36393.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36434.808594 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -36434.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36458.976562 Penalty: 593.376526
	Iteration 3Q: 3 clusters Score -36458.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36492.812500 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -36492.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36523.671875 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -36523.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36534.386719 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -36534.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36549.546875 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -36549.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36561.644531 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -36561.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36570.082031 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -36570.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36575.171875 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -36575.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36578.585938 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -36578.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36579.835938 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -36579.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36580.378906 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -36580.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36581.445312 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -36581.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36581.781250 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -36581.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36582.582031 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -36582.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36582.921875 Penalty: 593.376526
	Iteration 17Q: 3 clusters Score -36582.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36583.062500 Penalty: 593.376526
	Iteration 18Q: 3 clusters Score -36583.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36583.062500 Penalty: 593.376526
	Iteration 19F: 3 clusters Score -36583.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16359.603516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16359.6 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 140 members 
Entering Unmasked Estep 
Score: -15999.507812 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -15999.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16096.753906 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16096.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16133.913086 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16133.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16150.064453 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -16150.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16155.760742 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16155.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16161.946289 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16161.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16171.466797 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16171.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16178.890625 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16178.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16186.664062 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16186.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16188.513672 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16188.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16193.406250 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16193.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16210.854492 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16210.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16238.518555 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16238.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16254.174805 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16254.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16256.635742 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -16256.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16257.297852 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -16257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16257.297852 Penalty: 520.249512
	Iteration 16F: 3 clusters Score -16257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13478.219727 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13478.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13134.188477 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13134.19 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13237.472656 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13237.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13257.308594 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13257.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13265.236328 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -13265.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13269.545898 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -13269.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13275.396484 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -13275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13294.981445 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13294.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13314.652344 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13314.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13337.000000 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13351.611328 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13351.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13368.779297 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -13368.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13402.209961 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -13402.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13437.482422 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -13437.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13498.458008 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -13498.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13576.351562 Penalty: 512.765869
	Iteration 14F: 3 clusters Score -13576.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13617.536133 Penalty: 512.765869
	Iteration 15F: 3 clusters Score -13617.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13640.748047 Penalty: 512.765869
	Iteration 16Q: 3 clusters Score -13640.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13660.617188 Penalty: 512.765869
	Iteration 17Q: 3 clusters Score -13660.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13667.321289 Penalty: 512.765869
	Iteration 18Q: 3 clusters Score -13667.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13669.826172 Penalty: 512.765869
	Iteration 19Q: 3 clusters Score -13669.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13670.910156 Penalty: 512.765869
	Iteration 20F: 3 clusters Score -13670.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 147 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 133 members 
Entering Unmasked Estep 
Score: -14141496.000000 Penalty: 62414.183594
Splitting cluster 100 changes total score from -14141604.000000 to -14141496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 101 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16909.335938 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -16909.34 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 131 members 
Entering Unmasked Estep 
Score: -16573.638672 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -16573.64 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16656.458984 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -16656.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16681.421875 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -16681.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16691.460938 Penalty: 508.098145
	Iteration 3Q: 3 clusters Score -16691.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16701.474609 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -16701.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16707.884766 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -16707.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16709.982422 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -16709.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16710.337891 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -16710.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16710.337891 Penalty: 508.098145
	Iteration 8F: 3 clusters Score -16710.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4579.464844 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4579.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4413.521973 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4413.522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4464.820312 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4464.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4479.409668 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4479.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4486.186035 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -4486.186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4508.793945 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4508.794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4511.183105 Penalty: 416.298676
	Iteration 5Q: 3 clusters Score -4511.183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4512.192871 Penalty: 416.298676
	Iteration 6Q: 3 clusters Score -4512.193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4514.146484 Penalty: 416.298676
	Iteration 7Q: 3 clusters Score -4514.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4514.146484 Penalty: 416.298676
	Iteration 8F: 3 clusters Score -4514.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -49249.890625 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -49249.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48632.339844 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -48632.34 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48789.640625 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -48789.64 nChanged 64
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: -48856.550781 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -48856.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48908.816406 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -48908.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48932.898438 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -48932.9 nChanged 21
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: -48953.105469 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -48953.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48960.929688 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -48960.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48964.105469 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -48964.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48966.726562 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -48966.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48970.277344 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -48970.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48973.628906 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -48973.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48978.781250 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -48978.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48986.101562 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -48986.1 nChanged 10
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: -48995.656250 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -48995.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48999.734375 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -48999.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49002.609375 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -49002.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49006.644531 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -49006.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49013.160156 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -49013.16 nChanged 3
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: -49016.488281 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -49016.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49023.402344 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -49023.4 nChanged 5
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: -49028.625000 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -49028.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49030.878906 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -49030.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49035.792969 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -49035.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49042.875000 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -49042.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49059.527344 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -49059.53 nChanged 11
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: -49070.285156 Penalty: 591.343628
	Iteration 25Q: 3 clusters Score -49070.29 nChanged 8
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: -49074.628906 Penalty: 591.343628
	Iteration 26Q: 3 clusters Score -49074.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49074.886719 Penalty: 591.343628
	Iteration 27Q: 3 clusters Score -49074.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49075.351562 Penalty: 591.343628
	Iteration 28Q: 3 clusters Score -49075.35 nChanged 2
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: -49076.203125 Penalty: 591.343628
	Iteration 29Q: 3 clusters Score -49076.2 nChanged 0
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: -49076.203125 Penalty: 591.343628
	Iteration 30F: 3 clusters Score -49076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12001.575195 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12001.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11689.446289 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11689.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11845.981445 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11845.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11880.484375 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11880.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11891.342773 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -11891.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11893.320312 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -11893.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11895.627930 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -11895.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11897.184570 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -11897.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11899.005859 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -11899.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11899.005859 Penalty: 502.816223
	Iteration 8F: 3 clusters Score -11899.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6005.026367 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6005.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5794.649414 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5794.649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5856.136719 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5856.137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5862.207031 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -5862.207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5883.090820 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5883.091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5889.845215 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -5889.845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5901.062012 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5901.062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5908.861328 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -5908.861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5925.571289 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -5925.571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5936.461914 Penalty: 441.534760
	Iteration 8Q: 3 clusters Score -5936.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5936.461914 Penalty: 441.534760
	Iteration 9F: 3 clusters Score -5936.462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -23227.230469 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -23227.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22832.724609 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -22832.72 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22978.585938 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -22978.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23024.380859 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -23024.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23065.408203 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -23065.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23092.226562 Penalty: 544.538208
	Iteration 4F: 3 clusters Score -23092.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23120.615234 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -23120.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23160.443359 Penalty: 544.538208
	Iteration 6F: 3 clusters Score -23160.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23190.375000 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -23190.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23239.753906 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -23239.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23276.468750 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -23276.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23285.134766 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -23285.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23289.136719 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -23289.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23293.185547 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -23293.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23293.660156 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -23293.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23293.660156 Penalty: 544.538208
	Iteration 14F: 3 clusters Score -23293.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 138 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 259 members 
Entering Unmasked Estep 
Score: -14141392.000000 Penalty: 62414.183594
Splitting cluster 106 changes total score from -14141604.000000 to -14141392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 107 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -4643.028320 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -4643.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4474.784180 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4474.784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4619.744141 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4619.744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4640.083496 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -4640.083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4643.240234 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -4643.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4643.240234 Penalty: 444.334991
	Iteration 4F: 3 clusters Score -4643.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 58 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 74 members 
Entering Unmasked Estep 
Score: -14141267.000000 Penalty: 62414.183594
Splitting cluster 107 changes total score from -14141604.000000 to -14141267.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 108 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -33202.074219 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -33202.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32758.667969 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -32758.67 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32871.320312 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -32871.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32899.882812 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -32899.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32930.101562 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -32930.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32952.953125 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -32952.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32969.992188 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -32969.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32982.148438 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -32982.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32996.046875 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -32996.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33001.761719 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -33001.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33013.839844 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -33013.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33023.359375 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -33023.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33023.691406 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -33023.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33023.691406 Penalty: 553.896484
	Iteration 12F: 3 clusters Score -33023.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5971.211914 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5971.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5739.481445 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5739.481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5796.879883 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5796.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5822.654297 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5822.654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5830.326172 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5830.326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5837.959473 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5837.959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5840.691895 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -5840.692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5842.193848 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -5842.194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5842.193848 Penalty: 429.383392
	Iteration 7F: 3 clusters Score -5842.194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -16477.615234 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -16477.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16165.893555 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -16165.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16226.146484 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -16226.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16240.522461 Penalty: 489.989075
	Iteration 2Q: 3 clusters Score -16240.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16249.707031 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -16249.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16252.225586 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -16252.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16253.543945 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -16253.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16257.213867 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -16257.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16257.213867 Penalty: 489.989075
	Iteration 7F: 3 clusters Score -16257.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9503 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38725 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15868 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94444 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141606.000000 Penalty: 61851.894531
Iteration 359Q: 111 clusters Score -1.414161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9501 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38716 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15869 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94454 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141609.000000 Penalty: 61851.894531
Iteration 360F: 111 clusters Score -1.414161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9495 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38709 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15870 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94466 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141598.000000 Penalty: 61851.894531
Iteration 361Q: 111 clusters Score -1.41416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9488 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38704 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15874 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94474 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141596.000000 Penalty: 61851.894531
Iteration 362Q: 111 clusters Score -1.41416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9483 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38695 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15874 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94488 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141579.000000 Penalty: 61851.894531
Iteration 363Q: 111 clusters Score -1.414158e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9478 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38676 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15880 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94504 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1652 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141583.000000 Penalty: 61851.894531
Iteration 364Q: 111 clusters Score -1.414158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9469 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38662 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15891 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94518 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1651 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141575.000000 Penalty: 61851.894531
Iteration 365Q: 111 clusters Score -1.414158e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9459 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38654 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15901 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94524 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1651 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141560.000000 Penalty: 61851.894531
Iteration 366Q: 111 clusters Score -1.414156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38647 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1907 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15912 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94533 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1650 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141559.000000 Penalty: 61851.894531
Iteration 367Q: 111 clusters Score -1.414156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9442 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38635 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1624 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1906 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15922 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94545 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1647 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141548.000000 Penalty: 61851.894531
Iteration 368Q: 111 clusters Score -1.414155e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9436 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38629 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1623 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1906 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15933 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94552 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1643 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141540.000000 Penalty: 61851.894531
Iteration 369Q: 111 clusters Score -1.414154e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9434 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38610 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1906 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15945 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94562 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1642 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141539.000000 Penalty: 61851.894531
Iteration 370Q: 111 clusters Score -1.414154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9427 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38589 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1908 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15954 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94578 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1642 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141533.000000 Penalty: 61851.894531
Iteration 371Q: 111 clusters Score -1.414153e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9423 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38571 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1909 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15966 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94590 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1640 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141532.000000 Penalty: 61851.894531
Iteration 372Q: 111 clusters Score -1.414153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9422 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38543 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1910 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15972 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94614 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1640 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141532.000000 Penalty: 61851.894531
Iteration 373Q: 111 clusters Score -1.414153e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9421 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38514 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1911 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15977 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94639 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1640 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141522.000000 Penalty: 61851.894531
Iteration 374Q: 111 clusters Score -1.414152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9413 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38498 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1911 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15986 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94654 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1640 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141524.000000 Penalty: 61851.894531
Iteration 375Q: 111 clusters Score -1.414152e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9402 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38489 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1911 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 15996 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94667 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1637 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141531.000000 Penalty: 61851.894531
Iteration 376Q: 111 clusters Score -1.414153e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9396 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38471 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1910 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16006 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94682 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1637 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141536.000000 Penalty: 61851.894531
Iteration 377Q: 111 clusters Score -1.414154e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9390 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38456 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1911 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16015 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94696 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1635 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141547.000000 Penalty: 61851.894531
Iteration 378Q: 111 clusters Score -1.414155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9380 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38441 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1912 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16019 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94719 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1632 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141544.000000 Penalty: 61851.894531
Iteration 379Q: 111 clusters Score -1.414154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38430 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1915 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16026 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94735 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1630 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141554.000000 Penalty: 61851.894531
Iteration 380F: 111 clusters Score -1.414155e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9360 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38416 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1917 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16027 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94756 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1628 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141541.000000 Penalty: 61851.894531
Iteration 381Q: 111 clusters Score -1.414154e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9354 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38400 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1919 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16035 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94768 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1628 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141543.000000 Penalty: 61851.894531
Iteration 382Q: 111 clusters Score -1.414154e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9352 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38383 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1920 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16041 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94782 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1627 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141532.000000 Penalty: 61851.894531
Iteration 383Q: 111 clusters Score -1.414153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9344 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8306 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 38371 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1920 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16047 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94798 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1625 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141533.000000 Penalty: 61851.894531
Iteration 384Q: 111 clusters Score -1.414153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9341 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38355 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1921 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16056 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94810 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1622 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141527.000000 Penalty: 61851.894531
Iteration 385Q: 111 clusters Score -1.414153e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38336 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1923 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16073 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94819 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1619 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141505.000000 Penalty: 61851.894531
Iteration 386Q: 111 clusters Score -1.41415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8304 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38327 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1925 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16086 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94820 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1616 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141509.000000 Penalty: 61851.894531
Iteration 387Q: 111 clusters Score -1.414151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9326 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38315 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1927 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16100 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94828 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1613 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141504.000000 Penalty: 61851.894531
Iteration 388Q: 111 clusters Score -1.41415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9318 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8302 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38304 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1927 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16111 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94839 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1611 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141504.000000 Penalty: 61851.894531
Iteration 389Q: 111 clusters Score -1.41415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9311 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38293 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1929 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94848 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1611 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141500.000000 Penalty: 61851.894531
Iteration 390Q: 111 clusters Score -1.41415e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9304 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38273 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1930 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16131 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94864 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1609 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141481.000000 Penalty: 61851.894531
Iteration 391Q: 111 clusters Score -1.414148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9300 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38243 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2371 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1930 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16147 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94883 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1609 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141475.000000 Penalty: 61851.894531
Iteration 392Q: 111 clusters Score -1.414148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9290 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38225 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2371 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1930 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16155 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94903 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1609 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141470.000000 Penalty: 61851.894531
Iteration 393Q: 111 clusters Score -1.414147e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9280 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38202 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2371 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1930 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16173 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94919 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1608 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141434.000000 Penalty: 61851.894531
Iteration 394Q: 111 clusters Score -1.414143e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9267 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38180 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1931 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16196 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94930 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1607 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141437.000000 Penalty: 61851.894531
Iteration 395Q: 111 clusters Score -1.414144e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9261 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38148 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1930 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16223 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94943 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1606 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141422.000000 Penalty: 61851.894531
Iteration 396Q: 111 clusters Score -1.414142e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9256 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38114 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1930 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16251 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94957 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141417.000000 Penalty: 61851.894531
Iteration 397Q: 111 clusters Score -1.414142e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9243 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38086 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1931 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16279 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94969 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141424.000000 Penalty: 61851.894531
Iteration 398Q: 111 clusters Score -1.414142e+07 nChanged 72
Entering ConstructFrom: 
Score: -14141424.000000 Penalty: 61851.894531
Entering ConstructFrom: 
Trying to split cluster 1 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -20777.886719 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -20777.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20441.099609 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -20441.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20520.242188 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -20520.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20537.263672 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -20537.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20546.388672 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -20546.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20554.509766 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -20554.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20557.183594 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -20557.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20559.000000 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -20559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20563.677734 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -20563.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20575.310547 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -20575.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20583.259766 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -20583.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20591.423828 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -20591.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20606.132812 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -20606.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20616.833984 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -20616.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20626.443359 Penalty: 518.435486
	Iteration 13Q: 3 clusters Score -20626.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20629.224609 Penalty: 518.435486
	Iteration 14Q: 3 clusters Score -20629.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20629.224609 Penalty: 518.435486
	Iteration 15F: 3 clusters Score -20629.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11756.333984 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11756.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11828.555664 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11828.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11873.711914 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11873.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11891.592773 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11891.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11896.483398 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11896.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11901.187500 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11901.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11903.458984 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -11903.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11906.881836 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -11906.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11917.156250 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -11917.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11921.133789 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -11921.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11922.887695 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -11922.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11924.518555 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -11924.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11924.914062 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -11924.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11926.224609 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -11926.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11926.224609 Penalty: 494.468689
	Iteration 14F: 3 clusters Score -11926.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4461.544922 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4461.545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4296.998535 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4296.999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4479.588379 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4479.588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4507.471191 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -4507.471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4509.739258 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4509.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4510.092285 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4510.092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4510.092285 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -4510.092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 89 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 47 members 
Entering Unmasked Estep 
Score: -14141132.000000 Penalty: 62414.183594
Splitting cluster 3 changes total score from -14141424.000000 to -14141132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -37363.175781 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -37363.18 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 253 members 
Entering Unmasked Estep 
Score: -36935.156250 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -36935.16 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37183.304688 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -37183.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37301.601562 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -37301.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37331.933594 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -37331.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37351.199219 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -37351.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37357.613281 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -37357.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37362.500000 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -37362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37363.710938 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -37363.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37363.710938 Penalty: 563.876404
	Iteration 8F: 3 clusters Score -37363.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 126 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 365 members 
Entering Unmasked Estep 
Score: -14141137.000000 Penalty: 62414.183594
Splitting cluster 4 changes total score from -14141424.000000 to -14141137.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -45613.449219 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -45613.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -44911.109375 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -44911.11 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45183.875000 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -45183.88 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45309.792969 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -45309.79 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -45374.898438 Penalty: 611.978088
	Iteration 3F: 3 clusters Score -45374.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -45407.214844 Penalty: 611.978088
	Iteration 4F: 3 clusters Score -45407.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -45421.535156 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -45421.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -45434.496094 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -45434.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -45439.542969 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -45439.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45444.484375 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -45444.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -45455.953125 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -45455.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -45464.886719 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -45464.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -45470.089844 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -45470.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -45472.664062 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -45472.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -45473.792969 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -45473.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -45474.281250 Penalty: 611.978088
	Iteration 14Q: 3 clusters Score -45474.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -45474.527344 Penalty: 611.978088
	Iteration 15Q: 3 clusters Score -45474.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -45474.753906 Penalty: 611.978088
	Iteration 16Q: 3 clusters Score -45474.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -45474.753906 Penalty: 611.978088
	Iteration 17F: 3 clusters Score -45474.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Entering Unmasked Estep 
Score: -556993.750000 Penalty: 415.449371
	Iteration 0F: 2 clusters Score -556993.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -550845.937500 Penalty: 830.898743
	Iteration 0F: 3 clusters Score -550845.9 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -553368.500000 Penalty: 830.898743
	Iteration 1F: 3 clusters Score -553368.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -553567.312500 Penalty: 830.898743
	Iteration 2F: 3 clusters Score -553567.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -553829.812500 Penalty: 830.898743
	Iteration 3F: 3 clusters Score -553829.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -554186.250000 Penalty: 830.898743
	Iteration 4F: 3 clusters Score -554186.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -554670.125000 Penalty: 830.898743
	Iteration 5F: 3 clusters Score -554670.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -555182.250000 Penalty: 830.898743
	Iteration 6F: 3 clusters Score -555182.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -555561.875000 Penalty: 830.898743
	Iteration 7F: 3 clusters Score -555561.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -555804.125000 Penalty: 830.898743
	Iteration 8Q: 3 clusters Score -555804.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -555928.500000 Penalty: 830.898743
	Iteration 9Q: 3 clusters Score -555928.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -556000.687500 Penalty: 830.898743
	Iteration 10Q: 3 clusters Score -556000.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -556060.687500 Penalty: 830.898743
	Iteration 11Q: 3 clusters Score -556060.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -556121.125000 Penalty: 830.898743
	Iteration 12Q: 3 clusters Score -556121.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -556169.875000 Penalty: 830.898743
	Iteration 13Q: 3 clusters Score -556169.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -556227.750000 Penalty: 830.898743
	Iteration 14Q: 3 clusters Score -556227.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -556274.937500 Penalty: 830.898743
	Iteration 15Q: 3 clusters Score -556274.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -556320.250000 Penalty: 830.898743
	Iteration 16Q: 3 clusters Score -556320.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -556366.625000 Penalty: 830.898743
	Iteration 17Q: 3 clusters Score -556366.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -556401.000000 Penalty: 830.898743
	Iteration 18Q: 3 clusters Score -556401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -556437.250000 Penalty: 830.898743
	Iteration 19Q: 3 clusters Score -556437.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -556481.562500 Penalty: 830.898743
	Iteration 20F: 3 clusters Score -556481.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -556511.312500 Penalty: 830.898743
	Iteration 21Q: 3 clusters Score -556511.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -556537.687500 Penalty: 830.898743
	Iteration 22Q: 3 clusters Score -556537.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -556562.500000 Penalty: 830.898743
	Iteration 23Q: 3 clusters Score -556562.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -556575.625000 Penalty: 830.898743
	Iteration 24Q: 3 clusters Score -556575.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -556598.750000 Penalty: 830.898743
	Iteration 25Q: 3 clusters Score -556598.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -556609.875000 Penalty: 830.898743
	Iteration 26Q: 3 clusters Score -556609.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -556614.437500 Penalty: 830.898743
	Iteration 27Q: 3 clusters Score -556614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -556620.062500 Penalty: 830.898743
	Iteration 28Q: 3 clusters Score -556620.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -556625.562500 Penalty: 830.898743
	Iteration 29Q: 3 clusters Score -556625.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -556628.937500 Penalty: 830.898743
	Iteration 30Q: 3 clusters Score -556628.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -556630.625000 Penalty: 830.898743
	Iteration 31Q: 3 clusters Score -556630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -556633.187500 Penalty: 830.898743
	Iteration 32Q: 3 clusters Score -556633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -556635.937500 Penalty: 830.898743
	Iteration 33Q: 3 clusters Score -556635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -556639.125000 Penalty: 830.898743
	Iteration 34Q: 3 clusters Score -556639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -556642.500000 Penalty: 830.898743
	Iteration 35Q: 3 clusters Score -556642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -556643.687500 Penalty: 830.898743
	Iteration 36Q: 3 clusters Score -556643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -556644.687500 Penalty: 830.898743
	Iteration 37Q: 3 clusters Score -556644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -556644.750000 Penalty: 830.898743
	Iteration 38Q: 3 clusters Score -556644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -556644.187500 Penalty: 830.898743
	Iteration 39Q: 3 clusters Score -556644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -556644.187500 Penalty: 830.898743
	Iteration 40F: 3 clusters Score -556644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -177225.125000 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -177225.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -175688.859375 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -175688.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -176281.703125 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -176281.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -176415.578125 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -176415.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -176535.687500 Penalty: 698.685608
	Iteration 3F: 3 clusters Score -176535.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176646.546875 Penalty: 698.685608
	Iteration 4F: 3 clusters Score -176646.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -176773.609375 Penalty: 698.685608
	Iteration 5F: 3 clusters Score -176773.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -176885.531250 Penalty: 698.685608
	Iteration 6F: 3 clusters Score -176885.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -176969.015625 Penalty: 698.685608
	Iteration 7Q: 3 clusters Score -176969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -177036.171875 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -177036.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -177084.734375 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -177084.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -177119.421875 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -177119.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -177144.625000 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -177144.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -177163.390625 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -177163.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -177171.062500 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -177171.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -177173.984375 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -177174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -177175.359375 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -177175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -177178.000000 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -177178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -177178.843750 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -177178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -177178.921875 Penalty: 698.685608
	Iteration 18Q: 3 clusters Score -177178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -177178.953125 Penalty: 698.685608
	Iteration 19Q: 3 clusters Score -177179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -177178.953125 Penalty: 698.685608
	Iteration 20F: 3 clusters Score -177179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28358.257812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27891.300781 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27891.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28035.160156 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -28035.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28058.892578 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -28058.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28068.500000 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -28068.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28076.804688 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -28076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28077.341797 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28077.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28077.341797 Penalty: 558.729492
	Iteration 6F: 3 clusters Score -28077.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7301.912598 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7301.913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7073.332520 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7073.333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7146.070312 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7146.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7165.216309 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7165.216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7168.091309 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7168.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7168.091309 Penalty: 456.572449
	Iteration 4F: 3 clusters Score -7168.091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -30106.638672 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -30106.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29610.511719 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -29610.51 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29729.552734 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -29729.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29751.794922 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -29751.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29767.439453 Penalty: 562.003906
	Iteration 3Q: 3 clusters Score -29767.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29777.798828 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -29777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29786.759766 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -29786.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29793.423828 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -29793.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29796.619141 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -29796.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29798.929688 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -29798.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29800.769531 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -29800.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29800.769531 Penalty: 562.003906
	Iteration 10F: 3 clusters Score -29800.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -18147.382812 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18147.38 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: -17764.560547 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17764.56 nChanged 111
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: -17894.900391 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17894.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17979.351562 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -17979.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18061.648438 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -18061.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18110.453125 Penalty: 534.873962
	Iteration 4F: 3 clusters Score -18110.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18132.941406 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -18132.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -18144.423828 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18144.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -18156.101562 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18156.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -18163.054688 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -18163.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18173.232422 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -18173.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -18175.771484 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -18175.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -18179.994141 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -18179.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -18181.480469 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -18181.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -18181.480469 Penalty: 534.873962
	Iteration 13F: 3 clusters Score -18181.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 53 members 
Entering Unmasked Estep 
Score: -14141160.000000 Penalty: 62414.183594
Splitting cluster 11 changes total score from -14141424.000000 to -14141160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 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 201 members 
Entering Unmasked Estep 
Score: -21442.423828 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21442.42 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21546.466797 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21546.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21569.835938 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21569.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21576.542969 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21576.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21580.707031 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21580.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21585.738281 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21585.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21592.386719 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21592.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21598.417969 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21598.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21606.353516 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21606.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21611.236328 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21611.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21613.664062 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21613.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21614.960938 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21614.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21618.011719 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -21618.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21622.457031 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -21622.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21626.027344 Penalty: 542.685730
	Iteration 14Q: 3 clusters Score -21626.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21628.300781 Penalty: 542.685730
	Iteration 15Q: 3 clusters Score -21628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21630.984375 Penalty: 542.685730
	Iteration 16Q: 3 clusters Score -21630.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21633.175781 Penalty: 542.685730
	Iteration 17Q: 3 clusters Score -21633.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21633.482422 Penalty: 542.685730
	Iteration 18Q: 3 clusters Score -21633.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21633.839844 Penalty: 542.685730
	Iteration 19Q: 3 clusters Score -21633.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21633.839844 Penalty: 542.685730
	Iteration 20F: 3 clusters Score -21633.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4074.528564 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4074.529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4106.036621 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4106.037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4109.374512 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4109.375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4109.374512 Penalty: 399.894867
	Iteration 3F: 3 clusters Score -4109.375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10212.807617 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10212.81 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 107 members 
Entering Unmasked Estep 
Score: -9938.405273 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9938.405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10078.711914 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10078.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10119.801758 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10119.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10164.779297 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10164.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10188.309570 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -10188.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10203.324219 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10203.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10219.419922 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10219.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10230.703125 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10230.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10249.880859 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -10249.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10276.597656 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -10276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10315.805664 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -10315.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10317.995117 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -10318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10317.995117 Penalty: 481.690735
	Iteration 12F: 3 clusters Score -10318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 110 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 89 members 
Entering Unmasked Estep 
Score: -14141199.000000 Penalty: 62414.183594
Splitting cluster 14 changes total score from -14141424.000000 to -14141199.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -18385.521484 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -18385.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18034.058594 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18034.06 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18094.382812 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18094.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18113.650391 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18113.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18126.195312 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -18126.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18138.365234 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -18138.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18161.562500 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -18161.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18168.230469 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -18168.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18172.708984 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -18172.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18178.925781 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -18178.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18182.021484 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -18182.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18183.941406 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -18183.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18185.583984 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -18185.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18189.453125 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -18189.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18193.787109 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -18193.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18198.201172 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -18198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18198.437500 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -18198.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18199.494141 Penalty: 514.056702
	Iteration 16Q: 3 clusters Score -18199.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18199.494141 Penalty: 514.056702
	Iteration 17F: 3 clusters Score -18199.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25020.027344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25020.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24556.968750 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24556.97 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24664.269531 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24664.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24702.060547 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24702.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24731.667969 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -24731.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -24757.402344 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24757.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24774.607422 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24774.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24782.003906 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24784.728516 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24784.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24785.585938 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24785.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24787.199219 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24787.332031 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24787.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24787.332031 Penalty: 557.743591
	Iteration 11F: 3 clusters Score -24787.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8355.820312 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8355.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8095.512207 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8095.512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8152.666504 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8152.667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8163.012207 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -8163.012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8167.509766 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8167.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8169.675293 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -8169.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8169.675293 Penalty: 465.737427
	Iteration 5F: 3 clusters Score -8169.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -17407.378906 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -17407.38 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 134 members 
Entering Unmasked Estep 
Score: -17064.589844 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -17064.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17143.843750 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -17143.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17157.791016 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -17157.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17164.474609 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -17164.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17170.603516 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -17170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17172.976562 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -17172.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17174.558594 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -17174.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17176.224609 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -17176.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17178.773438 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -17178.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17181.355469 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -17181.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17184.892578 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -17184.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17185.535156 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -17185.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17186.335938 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -17186.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17187.365234 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -17187.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17190.384766 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -17190.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17195.103516 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -17195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17195.585938 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -17195.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17195.585938 Penalty: 509.118713
	Iteration 17F: 3 clusters Score -17195.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Entering Unmasked Estep 
Score: -461412.187500 Penalty: 410.592499
	Iteration 0F: 2 clusters Score -461412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -455843.312500 Penalty: 821.184998
	Iteration 0F: 3 clusters Score -455843.3 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -458160.375000 Penalty: 821.184998
	Iteration 1F: 3 clusters Score -458160.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -458511.062500 Penalty: 821.184998
	Iteration 2F: 3 clusters Score -458511.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -458816.250000 Penalty: 821.184998
	Iteration 3F: 3 clusters Score -458816.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -459071.000000 Penalty: 821.184998
	Iteration 4F: 3 clusters Score -459071 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -459313.593750 Penalty: 821.184998
	Iteration 5F: 3 clusters Score -459313.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -459540.531250 Penalty: 821.184998
	Iteration 6F: 3 clusters Score -459540.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -459775.437500 Penalty: 821.184998
	Iteration 7Q: 3 clusters Score -459775.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -459973.312500 Penalty: 821.184998
	Iteration 8Q: 3 clusters Score -459973.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -460110.000000 Penalty: 821.184998
	Iteration 9Q: 3 clusters Score -460110 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -460212.281250 Penalty: 821.184998
	Iteration 10Q: 3 clusters Score -460212.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -460269.500000 Penalty: 821.184998
	Iteration 11Q: 3 clusters Score -460269.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -460301.593750 Penalty: 821.184998
	Iteration 12Q: 3 clusters Score -460301.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -460324.656250 Penalty: 821.184998
	Iteration 13Q: 3 clusters Score -460324.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -460344.562500 Penalty: 821.184998
	Iteration 14Q: 3 clusters Score -460344.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -460360.281250 Penalty: 821.184998
	Iteration 15Q: 3 clusters Score -460360.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -460370.593750 Penalty: 821.184998
	Iteration 16Q: 3 clusters Score -460370.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -460379.312500 Penalty: 821.184998
	Iteration 17Q: 3 clusters Score -460379.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -460388.750000 Penalty: 821.184998
	Iteration 18Q: 3 clusters Score -460388.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -460398.218750 Penalty: 821.184998
	Iteration 19Q: 3 clusters Score -460398.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -460406.937500 Penalty: 821.184998
	Iteration 20F: 3 clusters Score -460406.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -460414.343750 Penalty: 821.184998
	Iteration 21Q: 3 clusters Score -460414.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -460422.656250 Penalty: 821.184998
	Iteration 22Q: 3 clusters Score -460422.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -460430.468750 Penalty: 821.184998
	Iteration 23Q: 3 clusters Score -460430.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -460439.500000 Penalty: 821.184998
	Iteration 24Q: 3 clusters Score -460439.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -460447.093750 Penalty: 821.184998
	Iteration 25Q: 3 clusters Score -460447.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -460456.000000 Penalty: 821.184998
	Iteration 26Q: 3 clusters Score -460456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -460464.468750 Penalty: 821.184998
	Iteration 27Q: 3 clusters Score -460464.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -460472.062500 Penalty: 821.184998
	Iteration 28Q: 3 clusters Score -460472.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -460479.468750 Penalty: 821.184998
	Iteration 29Q: 3 clusters Score -460479.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -460488.687500 Penalty: 821.184998
	Iteration 30Q: 3 clusters Score -460488.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -460497.625000 Penalty: 821.184998
	Iteration 31Q: 3 clusters Score -460497.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -460511.375000 Penalty: 821.184998
	Iteration 32Q: 3 clusters Score -460511.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -460526.875000 Penalty: 821.184998
	Iteration 33Q: 3 clusters Score -460526.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -460544.593750 Penalty: 821.184998
	Iteration 34Q: 3 clusters Score -460544.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -460569.875000 Penalty: 821.184998
	Iteration 35Q: 3 clusters Score -460569.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -460600.375000 Penalty: 821.184998
	Iteration 36Q: 3 clusters Score -460600.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -460629.312500 Penalty: 821.184998
	Iteration 37Q: 3 clusters Score -460629.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -460655.875000 Penalty: 821.184998
	Iteration 38Q: 3 clusters Score -460655.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -460682.906250 Penalty: 821.184998
	Iteration 39Q: 3 clusters Score -460682.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -460704.062500 Penalty: 821.184998
	Iteration 40F: 3 clusters Score -460704.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -460724.937500 Penalty: 821.184998
	Iteration 41Q: 3 clusters Score -460724.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -460751.625000 Penalty: 821.184998
	Iteration 42Q: 3 clusters Score -460751.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -460778.875000 Penalty: 821.184998
	Iteration 43Q: 3 clusters Score -460778.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -460811.875000 Penalty: 821.184998
	Iteration 44Q: 3 clusters Score -460811.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -460840.531250 Penalty: 821.184998
	Iteration 45Q: 3 clusters Score -460840.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -460867.687500 Penalty: 821.184998
	Iteration 46Q: 3 clusters Score -460867.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -460889.406250 Penalty: 821.184998
	Iteration 47Q: 3 clusters Score -460889.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -460911.343750 Penalty: 821.184998
	Iteration 48Q: 3 clusters Score -460911.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -460935.218750 Penalty: 821.184998
	Iteration 49Q: 3 clusters Score -460935.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -460961.531250 Penalty: 821.184998
	Iteration 50Q: 3 clusters Score -460961.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -460988.656250 Penalty: 821.184998
	Iteration 51Q: 3 clusters Score -460988.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -461030.437500 Penalty: 821.184998
	Iteration 52Q: 3 clusters Score -461030.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -461079.343750 Penalty: 821.184998
	Iteration 53Q: 3 clusters Score -461079.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -461122.875000 Penalty: 821.184998
	Iteration 54Q: 3 clusters Score -461122.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -461151.062500 Penalty: 821.184998
	Iteration 55Q: 3 clusters Score -461151.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -461177.375000 Penalty: 821.184998
	Iteration 56Q: 3 clusters Score -461177.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -461187.187500 Penalty: 821.184998
	Iteration 57Q: 3 clusters Score -461187.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -461195.656250 Penalty: 821.184998
	Iteration 58Q: 3 clusters Score -461195.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -461204.000000 Penalty: 821.184998
	Iteration 59Q: 3 clusters Score -461204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -461216.000000 Penalty: 821.184998
	Iteration 60F: 3 clusters Score -461216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -461221.687500 Penalty: 821.184998
	Iteration 61Q: 3 clusters Score -461221.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -461227.062500 Penalty: 821.184998
	Iteration 62Q: 3 clusters Score -461227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -461230.406250 Penalty: 821.184998
	Iteration 63Q: 3 clusters Score -461230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -461232.218750 Penalty: 821.184998
	Iteration 64Q: 3 clusters Score -461232.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -461232.687500 Penalty: 821.184998
	Iteration 65Q: 3 clusters Score -461232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -461232.906250 Penalty: 821.184998
	Iteration 66Q: 3 clusters Score -461232.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -461233.437500 Penalty: 821.184998
	Iteration 67Q: 3 clusters Score -461233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -461233.437500 Penalty: 821.184998
	Iteration 68F: 3 clusters Score -461233.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -4167.662109 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -4167.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4095.045166 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -4095.045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4138.010254 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -4138.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4162.249512 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -4162.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4170.177246 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -4170.177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4178.683594 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -4178.684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4203.685059 Penalty: 389.176636
	Iteration 5Q: 3 clusters Score -4203.685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4203.685059 Penalty: 389.176636
	Iteration 6F: 3 clusters Score -4203.685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 42 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 30 members 
Entering Unmasked Estep 
Score: -14141090.000000 Penalty: 62414.183594
Splitting cluster 20 changes total score from -14141424.000000 to -14141090.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -105716.187500 Penalty: 339.373688
	Iteration 0F: 2 clusters Score -105716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -104439.226562 Penalty: 678.747375
	Iteration 0F: 3 clusters Score -104439.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -104795.218750 Penalty: 678.747375
	Iteration 1F: 3 clusters Score -104795.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -104853.835938 Penalty: 678.747375
	Iteration 2F: 3 clusters Score -104853.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -104895.187500 Penalty: 678.747375
	Iteration 3Q: 3 clusters Score -104895.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104919.539062 Penalty: 678.747375
	Iteration 4Q: 3 clusters Score -104919.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104940.187500 Penalty: 678.747375
	Iteration 5Q: 3 clusters Score -104940.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104967.171875 Penalty: 678.747375
	Iteration 6Q: 3 clusters Score -104967.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -105013.890625 Penalty: 678.747375
	Iteration 7Q: 3 clusters Score -105013.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105061.468750 Penalty: 678.747375
	Iteration 8Q: 3 clusters Score -105061.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105118.320312 Penalty: 678.747375
	Iteration 9Q: 3 clusters Score -105118.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105166.460938 Penalty: 678.747375
	Iteration 10Q: 3 clusters Score -105166.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105216.210938 Penalty: 678.747375
	Iteration 11Q: 3 clusters Score -105216.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -105253.273438 Penalty: 678.747375
	Iteration 12Q: 3 clusters Score -105253.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -105282.664062 Penalty: 678.747375
	Iteration 13Q: 3 clusters Score -105282.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -105310.046875 Penalty: 678.747375
	Iteration 14Q: 3 clusters Score -105310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -105330.781250 Penalty: 678.747375
	Iteration 15Q: 3 clusters Score -105330.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -105357.218750 Penalty: 678.747375
	Iteration 16Q: 3 clusters Score -105357.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -105372.750000 Penalty: 678.747375
	Iteration 17Q: 3 clusters Score -105372.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -105386.257812 Penalty: 678.747375
	Iteration 18Q: 3 clusters Score -105386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -105395.945312 Penalty: 678.747375
	Iteration 19Q: 3 clusters Score -105395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -105402.093750 Penalty: 678.747375
	Iteration 20F: 3 clusters Score -105402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -105405.484375 Penalty: 678.747375
	Iteration 21Q: 3 clusters Score -105405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -105408.632812 Penalty: 678.747375
	Iteration 22Q: 3 clusters Score -105408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -105410.523438 Penalty: 678.747375
	Iteration 23Q: 3 clusters Score -105410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -105413.109375 Penalty: 678.747375
	Iteration 24Q: 3 clusters Score -105413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -105413.679688 Penalty: 678.747375
	Iteration 25Q: 3 clusters Score -105413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -105415.718750 Penalty: 678.747375
	Iteration 26Q: 3 clusters Score -105415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -105416.218750 Penalty: 678.747375
	Iteration 27Q: 3 clusters Score -105416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -105416.218750 Penalty: 678.747375
	Iteration 28F: 3 clusters Score -105416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Entering Unmasked Estep 
Score: -2343940.250000 Penalty: 479.877655
	Iteration 0F: 2 clusters Score -2343940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2318607.500000 Penalty: 959.755310
	Iteration 0F: 3 clusters Score -2318608 nChanged 18225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2329733.750000 Penalty: 959.755310
	Iteration 1F: 3 clusters Score -2329734 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2330421.250000 Penalty: 959.755310
	Iteration 2Q: 3 clusters Score -2330421 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2331251.500000 Penalty: 959.755310
	Iteration 3Q: 3 clusters Score -2331252 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2332251.500000 Penalty: 959.755310
	Iteration 4Q: 3 clusters Score -2332252 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2333536.500000 Penalty: 959.755310
	Iteration 5F: 3 clusters Score -2333536 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2335347.250000 Penalty: 959.755310
	Iteration 6F: 3 clusters Score -2335347 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2337664.000000 Penalty: 959.755310
	Iteration 7F: 3 clusters Score -2337664 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2340020.250000 Penalty: 959.755310
	Iteration 8F: 3 clusters Score -2340020 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2341722.750000 Penalty: 959.755310
	Iteration 9F: 3 clusters Score -2341723 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2342679.000000 Penalty: 959.755310
	Iteration 10Q: 3 clusters Score -2342679 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2343154.250000 Penalty: 959.755310
	Iteration 11Q: 3 clusters Score -2343154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2343330.750000 Penalty: 959.755310
	Iteration 12Q: 3 clusters Score -2343331 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2343413.500000 Penalty: 959.755310
	Iteration 13Q: 3 clusters Score -2343414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2343444.500000 Penalty: 959.755310
	Iteration 14Q: 3 clusters Score -2343444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2343467.750000 Penalty: 959.755310
	Iteration 15Q: 3 clusters Score -2343468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2343478.500000 Penalty: 959.755310
	Iteration 16Q: 3 clusters Score -2343478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -2343489.750000 Penalty: 959.755310
	Iteration 17Q: 3 clusters Score -2343490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2343501.000000 Penalty: 959.755310
	Iteration 18Q: 3 clusters Score -2343501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2343505.000000 Penalty: 959.755310
	Iteration 19Q: 3 clusters Score -2343505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2343509.500000 Penalty: 959.755310
	Iteration 20F: 3 clusters Score -2343510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2343513.000000 Penalty: 959.755310
	Iteration 21Q: 3 clusters Score -2343513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2343516.500000 Penalty: 959.755310
	Iteration 22Q: 3 clusters Score -2343516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2343520.250000 Penalty: 959.755310
	Iteration 23Q: 3 clusters Score -2343520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2343524.250000 Penalty: 959.755310
	Iteration 24Q: 3 clusters Score -2343524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2343524.250000 Penalty: 959.755310
	Iteration 25F: 3 clusters Score -2343524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -137280.515625 Penalty: 347.230133
	Iteration 0F: 2 clusters Score -137280.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -135778.843750 Penalty: 694.460266
	Iteration 0F: 3 clusters Score -135778.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -136305.421875 Penalty: 694.460266
	Iteration 1F: 3 clusters Score -136305.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -136373.578125 Penalty: 694.460266
	Iteration 2F: 3 clusters Score -136373.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -136440.140625 Penalty: 694.460266
	Iteration 3F: 3 clusters Score -136440.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -136516.500000 Penalty: 694.460266
	Iteration 4F: 3 clusters Score -136516.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -136576.765625 Penalty: 694.460266
	Iteration 5Q: 3 clusters Score -136576.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -136636.875000 Penalty: 694.460266
	Iteration 6Q: 3 clusters Score -136636.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -136694.203125 Penalty: 694.460266
	Iteration 7Q: 3 clusters Score -136694.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -136737.140625 Penalty: 694.460266
	Iteration 8Q: 3 clusters Score -136737.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -136783.031250 Penalty: 694.460266
	Iteration 9Q: 3 clusters Score -136783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -136821.296875 Penalty: 694.460266
	Iteration 10Q: 3 clusters Score -136821.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -136842.437500 Penalty: 694.460266
	Iteration 11Q: 3 clusters Score -136842.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -136855.500000 Penalty: 694.460266
	Iteration 12Q: 3 clusters Score -136855.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -136861.593750 Penalty: 694.460266
	Iteration 13Q: 3 clusters Score -136861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -136867.062500 Penalty: 694.460266
	Iteration 14Q: 3 clusters Score -136867.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -136871.656250 Penalty: 694.460266
	Iteration 15Q: 3 clusters Score -136871.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -136877.015625 Penalty: 694.460266
	Iteration 16Q: 3 clusters Score -136877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -136886.875000 Penalty: 694.460266
	Iteration 17Q: 3 clusters Score -136886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -136894.875000 Penalty: 694.460266
	Iteration 18Q: 3 clusters Score -136894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -136898.640625 Penalty: 694.460266
	Iteration 19Q: 3 clusters Score -136898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -136901.593750 Penalty: 694.460266
	Iteration 20F: 3 clusters Score -136901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -136904.765625 Penalty: 694.460266
	Iteration 21Q: 3 clusters Score -136904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -136907.546875 Penalty: 694.460266
	Iteration 22Q: 3 clusters Score -136907.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -136909.343750 Penalty: 694.460266
	Iteration 23Q: 3 clusters Score -136909.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -136910.546875 Penalty: 694.460266
	Iteration 24Q: 3 clusters Score -136910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -136911.796875 Penalty: 694.460266
	Iteration 25Q: 3 clusters Score -136911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -136911.921875 Penalty: 694.460266
	Iteration 26Q: 3 clusters Score -136911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -136912.796875 Penalty: 694.460266
	Iteration 27Q: 3 clusters Score -136912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -136912.859375 Penalty: 694.460266
	Iteration 28Q: 3 clusters Score -136912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -136912.859375 Penalty: 694.460266
	Iteration 29F: 3 clusters Score -136912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -98773.726562 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -98773.73 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 835 members 
Entering Unmasked Estep 
Score: -97579.585938 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -97579.59 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -97947.984375 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -97947.98 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -98010.898438 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -98010.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -98055.031250 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -98055.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -98078.570312 Penalty: 672.618774
	Iteration 4Q: 3 clusters Score -98078.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -98099.835938 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -98099.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -98112.351562 Penalty: 672.618774
	Iteration 6Q: 3 clusters Score -98112.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -98120.734375 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -98120.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -98133.015625 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -98133.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -98150.562500 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -98150.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -98170.546875 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -98170.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -98197.929688 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -98197.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -98228.460938 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -98228.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -98258.359375 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -98258.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -98286.679688 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -98286.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -98317.218750 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -98317.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -98341.414062 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -98341.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -98364.562500 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -98364.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -98377.203125 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -98377.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -98386.656250 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -98386.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -98397.476562 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -98397.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -98405.593750 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -98405.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -98417.476562 Penalty: 672.618774
	Iteration 22Q: 3 clusters Score -98417.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -98427.289062 Penalty: 672.618774
	Iteration 23Q: 3 clusters Score -98427.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -98440.750000 Penalty: 672.618774
	Iteration 24Q: 3 clusters Score -98440.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -98451.296875 Penalty: 672.618774
	Iteration 25Q: 3 clusters Score -98451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -98454.625000 Penalty: 672.618774
	Iteration 26Q: 3 clusters Score -98454.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -98457.906250 Penalty: 672.618774
	Iteration 27Q: 3 clusters Score -98457.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -98459.960938 Penalty: 672.618774
	Iteration 28Q: 3 clusters Score -98459.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -98463.367188 Penalty: 672.618774
	Iteration 29Q: 3 clusters Score -98463.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -98469.093750 Penalty: 672.618774
	Iteration 30Q: 3 clusters Score -98469.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -98471.820312 Penalty: 672.618774
	Iteration 31Q: 3 clusters Score -98471.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -98474.039062 Penalty: 672.618774
	Iteration 32Q: 3 clusters Score -98474.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -98475.968750 Penalty: 672.618774
	Iteration 33Q: 3 clusters Score -98475.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -98479.664062 Penalty: 672.618774
	Iteration 34Q: 3 clusters Score -98479.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -98485.078125 Penalty: 672.618774
	Iteration 35Q: 3 clusters Score -98485.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -98487.875000 Penalty: 672.618774
	Iteration 36Q: 3 clusters Score -98487.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -98489.359375 Penalty: 672.618774
	Iteration 37Q: 3 clusters Score -98489.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -98491.429688 Penalty: 672.618774
	Iteration 38Q: 3 clusters Score -98491.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -98493.031250 Penalty: 672.618774
	Iteration 39Q: 3 clusters Score -98493.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -98495.882812 Penalty: 672.618774
	Iteration 40F: 3 clusters Score -98495.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -98497.218750 Penalty: 672.618774
	Iteration 41Q: 3 clusters Score -98497.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -98497.218750 Penalty: 672.618774
	Iteration 42F: 3 clusters Score -98497.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18063.765625 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18063.77 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 124 members 
Entering Unmasked Estep 
Score: -17724.955078 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -17724.96 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17800.177734 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -17800.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17825.953125 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -17825.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17851.718750 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -17851.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17865.072266 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -17865.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17873.777344 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -17873.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17885.380859 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -17885.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17898.769531 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -17898.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17909.876953 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -17909.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17919.906250 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -17919.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17931.730469 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -17931.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17942.984375 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -17942.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17958.259766 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -17958.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17961.634766 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -17961.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17967.351562 Penalty: 513.413574
	Iteration 14Q: 3 clusters Score -17967.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17970.718750 Penalty: 513.413574
	Iteration 15Q: 3 clusters Score -17970.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17974.205078 Penalty: 513.413574
	Iteration 16Q: 3 clusters Score -17974.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17981.876953 Penalty: 513.413574
	Iteration 17Q: 3 clusters Score -17981.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17988.769531 Penalty: 513.413574
	Iteration 18Q: 3 clusters Score -17988.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17990.716797 Penalty: 513.413574
	Iteration 19Q: 3 clusters Score -17990.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17991.109375 Penalty: 513.413574
	Iteration 20F: 3 clusters Score -17991.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6610.772949 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6610.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6410.352539 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -6410.353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6474.025391 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6474.025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6498.506836 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6498.507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6499.299316 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6499.299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6499.299316 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -6499.299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16604.000000 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16661.033203 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16661.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16675.119141 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -16675.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16679.244141 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16679.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16684.041016 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16684.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16690.281250 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16690.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16693.660156 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -16693.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16696.103516 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -16696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16696.744141 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -16696.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16696.744141 Penalty: 502.088196
	Iteration 9F: 3 clusters Score -16696.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145156.468750 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -143418.718750 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143418.7 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -144024.921875 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -144024.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -144112.437500 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144112.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -144220.593750 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -144220.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -144345.953125 Penalty: 708.689514
	Iteration 4F: 3 clusters Score -144346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -144488.140625 Penalty: 708.689514
	Iteration 5F: 3 clusters Score -144488.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -144603.625000 Penalty: 708.689514
	Iteration 6F: 3 clusters Score -144603.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -144684.843750 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144684.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -144746.125000 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144746.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -144777.609375 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144777.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -144802.640625 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144802.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -144815.906250 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -144827.015625 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -144833.046875 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -144840.781250 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -144843.546875 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -144843.781250 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -144843.781250 Penalty: 708.689514
	Iteration 17F: 3 clusters Score -144843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 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 303 members 
Entering Unmasked Estep 
Score: -33656.910156 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33656.91 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33820.609375 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33820.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33861.835938 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33861.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33888.238281 Penalty: 578.247681
	Iteration 3Q: 3 clusters Score -33888.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -33902.417969 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -33902.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -33912.632812 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -33912.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -33915.992188 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -33915.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -33919.707031 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -33919.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -33920.351562 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -33920.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -33920.664062 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -33920.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -33923.878906 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -33923.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -33927.433594 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -33927.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -33928.769531 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -33928.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -33929.820312 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -33929.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -33930.898438 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -33930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -33931.355469 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -33931.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -33931.980469 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -33931.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -33932.503906 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -33932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -33932.609375 Penalty: 578.247681
	Iteration 18Q: 3 clusters Score -33932.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -33932.847656 Penalty: 578.247681
	Iteration 19Q: 3 clusters Score -33932.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -33933.382812 Penalty: 578.247681
	Iteration 20F: 3 clusters Score -33933.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -33933.699219 Penalty: 578.247681
	Iteration 21Q: 3 clusters Score -33933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -33934.195312 Penalty: 578.247681
	Iteration 22Q: 3 clusters Score -33934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -33934.304688 Penalty: 578.247681
	Iteration 23Q: 3 clusters Score -33934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -33934.304688 Penalty: 578.247681
	Iteration 24F: 3 clusters Score -33934.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -7054.166504 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -7054.167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6801.889160 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -6801.889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6869.273438 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -6869.273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6964.445801 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -6964.446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7023.538574 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -7023.539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7045.570312 Penalty: 461.840820
	Iteration 4F: 3 clusters Score -7045.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7050.480957 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -7050.481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7055.213867 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -7055.214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7058.483887 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -7058.484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7058.483887 Penalty: 461.840820
	Iteration 8F: 3 clusters Score -7058.484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 97 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 63 members 
Entering Unmasked Estep 
Score: -14141104.000000 Penalty: 62414.183594
Splitting cluster 30 changes total score from -14141424.000000 to -14141104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 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 79 members 
Entering Unmasked Estep 
Score: -9599.654297 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9599.654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9647.793945 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9647.794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9664.704102 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9664.704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9667.646484 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9667.646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9668.113281 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9668.113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9668.113281 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -9668.113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 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 248 members 
Entering Unmasked Estep 
Score: -30523.044922 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30523.04 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30645.470703 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30645.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30680.820312 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30680.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30700.644531 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -30700.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30712.199219 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30719.210938 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30719.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30729.441406 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30729.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30739.640625 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30739.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30749.089844 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30749.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30753.072266 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30753.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30753.205078 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30753.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30753.328125 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -30753.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30753.328125 Penalty: 569.969238
	Iteration 12F: 3 clusters Score -30753.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -21083.681641 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -21083.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20630.855469 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -20630.86 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20777.767578 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -20777.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20818.636719 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -20818.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20844.648438 Penalty: 558.533203
	Iteration 3Q: 3 clusters Score -20844.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20868.806641 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -20868.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20897.515625 Penalty: 558.533203
	Iteration 5F: 3 clusters Score -20897.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20908.894531 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -20908.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20915.921875 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -20915.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20920.886719 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -20920.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20926.576172 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -20926.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20933.974609 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -20933.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20941.650391 Penalty: 558.533203
	Iteration 11Q: 3 clusters Score -20941.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20952.148438 Penalty: 558.533203
	Iteration 12Q: 3 clusters Score -20952.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20961.708984 Penalty: 558.533203
	Iteration 13Q: 3 clusters Score -20961.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20965.476562 Penalty: 558.533203
	Iteration 14Q: 3 clusters Score -20965.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20967.541016 Penalty: 558.533203
	Iteration 15Q: 3 clusters Score -20967.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20968.005859 Penalty: 558.533203
	Iteration 16Q: 3 clusters Score -20968.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20968.679688 Penalty: 558.533203
	Iteration 17Q: 3 clusters Score -20968.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20969.117188 Penalty: 558.533203
	Iteration 18Q: 3 clusters Score -20969.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20969.314453 Penalty: 558.533203
	Iteration 19Q: 3 clusters Score -20969.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20969.314453 Penalty: 558.533203
	Iteration 20F: 3 clusters Score -20969.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -54617.867188 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -54617.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53972.152344 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -53972.15 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54249.996094 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -54250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54384.433594 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -54384.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54503.246094 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -54503.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54592.675781 Penalty: 606.693054
	Iteration 4F: 3 clusters Score -54592.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -54620.183594 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -54620.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -54631.789062 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -54631.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -54637.558594 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -54637.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54641.078125 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -54641.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54643.058594 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -54643.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54644.316406 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -54644.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54645.964844 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -54645.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54648.050781 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -54648.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -54652.496094 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -54652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -54655.511719 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -54655.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -54656.250000 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -54656.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54656.605469 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -54656.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54656.605469 Penalty: 606.693054
	Iteration 17F: 3 clusters Score -54656.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 403 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 383 members 
Entering Unmasked Estep 
Score: -14141188.000000 Penalty: 62414.183594
Splitting cluster 34 changes total score from -14141424.000000 to -14141188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22263.011719 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22263.01 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22418.773438 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22418.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22474.910156 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22474.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22502.861328 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -22502.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22510.998047 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22521.873047 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22521.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22529.791016 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22529.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22532.357422 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22532.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22533.496094 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -22533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22533.906250 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22533.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22534.320312 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22534.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22535.535156 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -22535.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22537.751953 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -22537.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22542.802734 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -22542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22547.769531 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -22547.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22552.505859 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -22552.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22554.517578 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -22554.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22554.892578 Penalty: 545.903259
	Iteration 17Q: 3 clusters Score -22554.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22554.892578 Penalty: 545.903259
	Iteration 18F: 3 clusters Score -22554.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4625.558594 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4625.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4406.797852 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4406.798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4528.990723 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4528.991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4613.743652 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -4613.744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4647.572754 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -4647.573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4663.570801 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -4663.571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4666.155273 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -4666.155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4678.894043 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -4678.894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4689.085449 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -4689.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4689.085449 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -4689.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 74 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 80 members 
Entering Unmasked Estep 
Score: -14141155.000000 Penalty: 62414.183594
Splitting cluster 36 changes total score from -14141424.000000 to -14141155.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -44121.339844 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -44121.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43533.195312 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -43533.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43677.437500 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -43677.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43732.761719 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -43732.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43817.484375 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -43817.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43871.792969 Penalty: 588.842773
	Iteration 4F: 3 clusters Score -43871.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43903.371094 Penalty: 588.842773
	Iteration 5Q: 3 clusters Score -43903.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43940.175781 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -43940.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44013.691406 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -44013.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44059.113281 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -44059.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44077.156250 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -44077.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44099.375000 Penalty: 588.842773
	Iteration 10Q: 3 clusters Score -44099.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44110.269531 Penalty: 588.842773
	Iteration 11Q: 3 clusters Score -44110.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44116.453125 Penalty: 588.842773
	Iteration 12Q: 3 clusters Score -44116.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44120.890625 Penalty: 588.842773
	Iteration 13Q: 3 clusters Score -44120.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44123.949219 Penalty: 588.842773
	Iteration 14Q: 3 clusters Score -44123.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44126.640625 Penalty: 588.842773
	Iteration 15Q: 3 clusters Score -44126.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44131.976562 Penalty: 588.842773
	Iteration 16Q: 3 clusters Score -44131.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44134.394531 Penalty: 588.842773
	Iteration 17Q: 3 clusters Score -44134.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44134.968750 Penalty: 588.842773
	Iteration 18Q: 3 clusters Score -44134.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44134.968750 Penalty: 588.842773
	Iteration 19F: 3 clusters Score -44134.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 222 members 
Entering Unmasked Estep 
Score: -14141165.000000 Penalty: 62414.183594
Splitting cluster 37 changes total score from -14141424.000000 to -14141165.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8292.152344 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8292.152 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 90 members 
Entering Unmasked Estep 
Score: -8045.252441 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8045.252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8139.129395 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8139.129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8162.449219 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8162.449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8184.826660 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8184.827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8187.347656 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8187.348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8187.347656 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -8187.348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -137253.671875 Penalty: 353.602722
	Iteration 0F: 2 clusters Score -137253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -135570.218750 Penalty: 707.205444
	Iteration 0F: 3 clusters Score -135570.2 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -136163.937500 Penalty: 707.205444
	Iteration 1F: 3 clusters Score -136163.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -136242.937500 Penalty: 707.205444
	Iteration 2F: 3 clusters Score -136242.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -136322.125000 Penalty: 707.205444
	Iteration 3F: 3 clusters Score -136322.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -136428.515625 Penalty: 707.205444
	Iteration 4F: 3 clusters Score -136428.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -136629.625000 Penalty: 707.205444
	Iteration 5F: 3 clusters Score -136629.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -136852.609375 Penalty: 707.205444
	Iteration 6F: 3 clusters Score -136852.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -137027.203125 Penalty: 707.205444
	Iteration 7F: 3 clusters Score -137027.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137121.875000 Penalty: 707.205444
	Iteration 8F: 3 clusters Score -137121.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137173.437500 Penalty: 707.205444
	Iteration 9Q: 3 clusters Score -137173.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -137200.921875 Penalty: 707.205444
	Iteration 10Q: 3 clusters Score -137200.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -137222.531250 Penalty: 707.205444
	Iteration 11Q: 3 clusters Score -137222.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -137232.859375 Penalty: 707.205444
	Iteration 12Q: 3 clusters Score -137232.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -137236.000000 Penalty: 707.205444
	Iteration 13Q: 3 clusters Score -137236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -137237.843750 Penalty: 707.205444
	Iteration 14Q: 3 clusters Score -137237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -137238.937500 Penalty: 707.205444
	Iteration 15Q: 3 clusters Score -137238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137239.328125 Penalty: 707.205444
	Iteration 16Q: 3 clusters Score -137239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137239.328125 Penalty: 707.205444
	Iteration 17F: 3 clusters Score -137239.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -1416647.500000 Penalty: 442.518250
	Iteration 0F: 2 clusters Score -1416648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1408099.875000 Penalty: 885.036499
	Iteration 0F: 3 clusters Score -1408100 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1412484.000000 Penalty: 885.036499
	Iteration 1F: 3 clusters Score -1412484 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1412715.875000 Penalty: 885.036499
	Iteration 2F: 3 clusters Score -1412716 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1412959.500000 Penalty: 885.036499
	Iteration 3F: 3 clusters Score -1412960 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1413280.000000 Penalty: 885.036499
	Iteration 4F: 3 clusters Score -1413280 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1413788.000000 Penalty: 885.036499
	Iteration 5F: 3 clusters Score -1413788 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1414544.375000 Penalty: 885.036499
	Iteration 6F: 3 clusters Score -1414544 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1415329.500000 Penalty: 885.036499
	Iteration 7F: 3 clusters Score -1415330 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1415716.000000 Penalty: 885.036499
	Iteration 8F: 3 clusters Score -1415716 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1415834.625000 Penalty: 885.036499
	Iteration 9Q: 3 clusters Score -1415835 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1415887.000000 Penalty: 885.036499
	Iteration 10Q: 3 clusters Score -1415887 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1415905.625000 Penalty: 885.036499
	Iteration 11Q: 3 clusters Score -1415906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1415928.625000 Penalty: 885.036499
	Iteration 12Q: 3 clusters Score -1415929 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1415956.625000 Penalty: 885.036499
	Iteration 13Q: 3 clusters Score -1415957 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1415979.125000 Penalty: 885.036499
	Iteration 14Q: 3 clusters Score -1415979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1416001.750000 Penalty: 885.036499
	Iteration 15Q: 3 clusters Score -1416002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1416018.250000 Penalty: 885.036499
	Iteration 16Q: 3 clusters Score -1416018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1416028.375000 Penalty: 885.036499
	Iteration 17Q: 3 clusters Score -1416028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1416038.500000 Penalty: 885.036499
	Iteration 18Q: 3 clusters Score -1416038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1416049.500000 Penalty: 885.036499
	Iteration 19Q: 3 clusters Score -1416050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1416071.500000 Penalty: 885.036499
	Iteration 20F: 3 clusters Score -1416072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1416080.625000 Penalty: 885.036499
	Iteration 21Q: 3 clusters Score -1416081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1416084.875000 Penalty: 885.036499
	Iteration 22Q: 3 clusters Score -1416085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1416100.625000 Penalty: 885.036499
	Iteration 23Q: 3 clusters Score -1416101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1416100.500000 Penalty: 885.036499
	Iteration 24Q: 3 clusters Score -1416100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1416109.500000 Penalty: 885.036499
	Iteration 25Q: 3 clusters Score -1416110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1416115.375000 Penalty: 885.036499
	Iteration 26Q: 3 clusters Score -1416115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1416120.250000 Penalty: 885.036499
	Iteration 27Q: 3 clusters Score -1416120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1416121.000000 Penalty: 885.036499
	Iteration 28Q: 3 clusters Score -1416121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1416126.000000 Penalty: 885.036499
	Iteration 29Q: 3 clusters Score -1416126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1416123.750000 Penalty: 885.036499
	Iteration 30Q: 3 clusters Score -1416124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1416122.250000 Penalty: 885.036499
	Iteration 31Q: 3 clusters Score -1416122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1416121.000000 Penalty: 885.036499
	Iteration 32Q: 3 clusters Score -1416121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1416122.000000 Penalty: 885.036499
	Iteration 33Q: 3 clusters Score -1416122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1416126.000000 Penalty: 885.036499
	Iteration 34Q: 3 clusters Score -1416126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1416122.000000 Penalty: 885.036499
	Iteration 35Q: 3 clusters Score -1416122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1416124.875000 Penalty: 885.036499
	Iteration 36Q: 3 clusters Score -1416125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1416119.125000 Penalty: 885.036499
	Iteration 37Q: 3 clusters Score -1416119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1416116.750000 Penalty: 885.036499
	Iteration 38Q: 3 clusters Score -1416117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1416116.125000 Penalty: 885.036499
	Iteration 39Q: 3 clusters Score -1416116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1416110.750000 Penalty: 885.036499
	Iteration 40F: 3 clusters Score -1416111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1416111.000000 Penalty: 885.036499
	Iteration 41Q: 3 clusters Score -1416111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1416106.875000 Penalty: 885.036499
	Iteration 42Q: 3 clusters Score -1416107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1416102.500000 Penalty: 885.036499
	Iteration 43Q: 3 clusters Score -1416102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1416099.750000 Penalty: 885.036499
	Iteration 44Q: 3 clusters Score -1416100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1416103.500000 Penalty: 885.036499
	Iteration 45Q: 3 clusters Score -1416104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1416099.125000 Penalty: 885.036499
	Iteration 46Q: 3 clusters Score -1416099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1416097.625000 Penalty: 885.036499
	Iteration 47Q: 3 clusters Score -1416098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1416097.875000 Penalty: 885.036499
	Iteration 48Q: 3 clusters Score -1416098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1416094.750000 Penalty: 885.036499
	Iteration 49Q: 3 clusters Score -1416095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1416091.750000 Penalty: 885.036499
	Iteration 50Q: 3 clusters Score -1416092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1416093.500000 Penalty: 885.036499
	Iteration 51Q: 3 clusters Score -1416094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1416091.125000 Penalty: 885.036499
	Iteration 52Q: 3 clusters Score -1416091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1416087.125000 Penalty: 885.036499
	Iteration 53Q: 3 clusters Score -1416087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1416086.625000 Penalty: 885.036499
	Iteration 54Q: 3 clusters Score -1416087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1416089.625000 Penalty: 885.036499
	Iteration 55Q: 3 clusters Score -1416090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1416089.625000 Penalty: 885.036499
	Iteration 56Q: 3 clusters Score -1416090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1416089.000000 Penalty: 885.036499
	Iteration 57Q: 3 clusters Score -1416089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1416088.750000 Penalty: 885.036499
	Iteration 58Q: 3 clusters Score -1416089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1416086.375000 Penalty: 885.036499
	Iteration 59Q: 3 clusters Score -1416086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1416084.375000 Penalty: 885.036499
	Iteration 60F: 3 clusters Score -1416084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1416082.875000 Penalty: 885.036499
	Iteration 61Q: 3 clusters Score -1416083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1416084.500000 Penalty: 885.036499
	Iteration 62Q: 3 clusters Score -1416084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1416080.750000 Penalty: 885.036499
	Iteration 63Q: 3 clusters Score -1416081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1416079.750000 Penalty: 885.036499
	Iteration 64Q: 3 clusters Score -1416080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1416078.875000 Penalty: 885.036499
	Iteration 65Q: 3 clusters Score -1416079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1416081.750000 Penalty: 885.036499
	Iteration 66Q: 3 clusters Score -1416082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1416082.250000 Penalty: 885.036499
	Iteration 67Q: 3 clusters Score -1416082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1416083.500000 Penalty: 885.036499
	Iteration 68Q: 3 clusters Score -1416084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1416081.875000 Penalty: 885.036499
	Iteration 69Q: 3 clusters Score -1416082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1416080.125000 Penalty: 885.036499
	Iteration 70Q: 3 clusters Score -1416080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1416079.625000 Penalty: 885.036499
	Iteration 71Q: 3 clusters Score -1416080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1416078.000000 Penalty: 885.036499
	Iteration 72Q: 3 clusters Score -1416078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1416078.125000 Penalty: 885.036499
	Iteration 73Q: 3 clusters Score -1416078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1416077.000000 Penalty: 885.036499
	Iteration 74Q: 3 clusters Score -1416077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1416080.750000 Penalty: 885.036499
	Iteration 75Q: 3 clusters Score -1416081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1416079.000000 Penalty: 885.036499
	Iteration 76Q: 3 clusters Score -1416079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1416079.375000 Penalty: 885.036499
	Iteration 77Q: 3 clusters Score -1416079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1416077.875000 Penalty: 885.036499
	Iteration 78Q: 3 clusters Score -1416078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1416079.750000 Penalty: 885.036499
	Iteration 79Q: 3 clusters Score -1416080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1416078.625000 Penalty: 885.036499
	Iteration 80F: 3 clusters Score -1416079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1416079.000000 Penalty: 885.036499
	Iteration 81Q: 3 clusters Score -1416079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1416079.375000 Penalty: 885.036499
	Iteration 82Q: 3 clusters Score -1416079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1416080.250000 Penalty: 885.036499
	Iteration 83Q: 3 clusters Score -1416080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1416082.250000 Penalty: 885.036499
	Iteration 84Q: 3 clusters Score -1416082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1416080.125000 Penalty: 885.036499
	Iteration 85Q: 3 clusters Score -1416080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1416081.750000 Penalty: 885.036499
	Iteration 86Q: 3 clusters Score -1416082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1416082.875000 Penalty: 885.036499
	Iteration 87Q: 3 clusters Score -1416083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1416081.750000 Penalty: 885.036499
	Iteration 88Q: 3 clusters Score -1416082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1416081.750000 Penalty: 885.036499
	Iteration 89F: 3 clusters Score -1416082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 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 921 members 
Entering Unmasked Estep 
Score: -114237.132812 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114237.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -114687.710938 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114687.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -114775.507812 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114775.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -114853.304688 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114853.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114942.703125 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -114942.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115029.335938 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -115029.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -115122.578125 Penalty: 685.468750
	Iteration 6F: 3 clusters Score -115122.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -115214.281250 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -115214.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -115254.367188 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -115254.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -115280.210938 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -115280.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -115296.804688 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115296.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -115309.453125 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -115320.609375 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -115323.031250 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -115324.562500 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -115326.664062 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -115329.523438 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -115329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -115330.796875 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -115330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -115334.132812 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -115334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -115335.242188 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -115335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -115335.445312 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -115335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -115336.164062 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -115336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -115336.687500 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -115336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -115336.687500 Penalty: 685.468750
	Iteration 23F: 3 clusters Score -115336.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -46726.902344 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -46726.9 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 442 members 
Entering Unmasked Estep 
Score: -46022.011719 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -46022.01 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -46239.566406 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -46239.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46301.773438 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -46301.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -46322.312500 Penalty: 612.739563
	Iteration 3Q: 3 clusters Score -46322.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -46338.750000 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -46338.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -46353.968750 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -46353.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -46367.531250 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -46367.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -46377.296875 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -46377.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -46394.757812 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -46394.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -46405.566406 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -46405.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -46411.261719 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -46411.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -46418.925781 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -46418.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -46425.207031 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -46425.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -46430.523438 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -46430.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -46434.964844 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -46434.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -46444.109375 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -46444.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -46460.308594 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -46460.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -46471.093750 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -46471.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -46475.015625 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -46475.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -46475.195312 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -46475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -46475.195312 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -46475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9008.659180 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -9008.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8758.610352 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -8758.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8821.313477 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -8821.313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8825.851562 Penalty: 464.641052
	Iteration 2Q: 3 clusters Score -8825.852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8836.478516 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -8836.479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8846.012695 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -8846.013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8857.206055 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -8857.206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8872.197266 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -8872.197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8886.068359 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -8886.068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8892.506836 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -8892.507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8895.925781 Penalty: 464.641052
	Iteration 9Q: 3 clusters Score -8895.926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8902.294922 Penalty: 464.641052
	Iteration 10Q: 3 clusters Score -8902.295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8915.730469 Penalty: 464.641052
	Iteration 11Q: 3 clusters Score -8915.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8917.733398 Penalty: 464.641052
	Iteration 12Q: 3 clusters Score -8917.733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8919.833008 Penalty: 464.641052
	Iteration 13Q: 3 clusters Score -8919.833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8923.250000 Penalty: 464.641052
	Iteration 14Q: 3 clusters Score -8923.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8925.356445 Penalty: 464.641052
	Iteration 15Q: 3 clusters Score -8925.356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8925.356445 Penalty: 464.641052
	Iteration 16F: 3 clusters Score -8925.356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 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 211 members 
Entering Unmasked Estep 
Score: -20628.005859 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20628.01 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20758.515625 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20758.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20790.888672 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -20790.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20811.171875 Penalty: 546.128723
	Iteration 3Q: 3 clusters Score -20811.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20820.505859 Penalty: 546.128723
	Iteration 4Q: 3 clusters Score -20820.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20831.550781 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -20831.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20841.621094 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -20841.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20846.259766 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -20846.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20851.388672 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -20851.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20869.261719 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -20869.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20891.585938 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -20891.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20921.960938 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -20921.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20931.232422 Penalty: 546.128723
	Iteration 12Q: 3 clusters Score -20931.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20941.214844 Penalty: 546.128723
	Iteration 13Q: 3 clusters Score -20941.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20948.666016 Penalty: 546.128723
	Iteration 14Q: 3 clusters Score -20948.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20956.496094 Penalty: 546.128723
	Iteration 15Q: 3 clusters Score -20956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20963.722656 Penalty: 546.128723
	Iteration 16Q: 3 clusters Score -20963.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20966.484375 Penalty: 546.128723
	Iteration 17Q: 3 clusters Score -20966.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20969.126953 Penalty: 546.128723
	Iteration 18Q: 3 clusters Score -20969.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20969.671875 Penalty: 546.128723
	Iteration 19Q: 3 clusters Score -20969.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20971.345703 Penalty: 546.128723
	Iteration 20F: 3 clusters Score -20971.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20972.816406 Penalty: 546.128723
	Iteration 21Q: 3 clusters Score -20972.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20972.816406 Penalty: 546.128723
	Iteration 22F: 3 clusters Score -20972.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5364.396484 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5364.396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5401.831543 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5401.832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5418.902344 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5418.902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5436.353027 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5436.353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5451.464355 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5451.464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5464.477539 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5464.478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5469.982422 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -5469.982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5482.431641 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -5482.432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5488.182617 Penalty: 432.576691
	Iteration 8Q: 3 clusters Score -5488.183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5489.244629 Penalty: 432.576691
	Iteration 9Q: 3 clusters Score -5489.245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5489.244629 Penalty: 432.576691
	Iteration 10F: 3 clusters Score -5489.245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21676.277344 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21676.28 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21783.734375 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21783.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21814.962891 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21814.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21828.976562 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -21828.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21840.181641 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -21840.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21849.373047 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21849.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21859.921875 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21859.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21873.089844 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21873.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21883.060547 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -21883.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21885.402344 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -21885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21886.941406 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -21886.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21892.753906 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -21892.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21896.736328 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -21896.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21898.890625 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -21898.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21901.490234 Penalty: 535.887878
	Iteration 14Q: 3 clusters Score -21901.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21902.214844 Penalty: 535.887878
	Iteration 15Q: 3 clusters Score -21902.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21903.261719 Penalty: 535.887878
	Iteration 16Q: 3 clusters Score -21903.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21905.091797 Penalty: 535.887878
	Iteration 17F: 3 clusters Score -21905.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21914.234375 Penalty: 535.887878
	Iteration 18Q: 3 clusters Score -21914.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21915.490234 Penalty: 535.887878
	Iteration 19Q: 3 clusters Score -21915.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21916.496094 Penalty: 535.887878
	Iteration 20F: 3 clusters Score -21916.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -115114.062500 Penalty: 344.267151
	Iteration 0F: 2 clusters Score -115114.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -113684.992188 Penalty: 688.534302
	Iteration 0F: 3 clusters Score -113685 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114151.171875 Penalty: 688.534302
	Iteration 1F: 3 clusters Score -114151.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -114267.929688 Penalty: 688.534302
	Iteration 2F: 3 clusters Score -114267.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -114381.117188 Penalty: 688.534302
	Iteration 3F: 3 clusters Score -114381.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -114470.171875 Penalty: 688.534302
	Iteration 4F: 3 clusters Score -114470.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114530.554688 Penalty: 688.534302
	Iteration 5Q: 3 clusters Score -114530.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114585.617188 Penalty: 688.534302
	Iteration 6Q: 3 clusters Score -114585.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -114630.742188 Penalty: 688.534302
	Iteration 7Q: 3 clusters Score -114630.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114668.242188 Penalty: 688.534302
	Iteration 8Q: 3 clusters Score -114668.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -114699.960938 Penalty: 688.534302
	Iteration 9Q: 3 clusters Score -114700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114718.859375 Penalty: 688.534302
	Iteration 10Q: 3 clusters Score -114718.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -114742.218750 Penalty: 688.534302
	Iteration 11Q: 3 clusters Score -114742.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -114759.789062 Penalty: 688.534302
	Iteration 12Q: 3 clusters Score -114759.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -114781.382812 Penalty: 688.534302
	Iteration 13Q: 3 clusters Score -114781.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -114806.929688 Penalty: 688.534302
	Iteration 14Q: 3 clusters Score -114806.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -114821.570312 Penalty: 688.534302
	Iteration 15Q: 3 clusters Score -114821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -114828.703125 Penalty: 688.534302
	Iteration 16Q: 3 clusters Score -114828.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -114832.835938 Penalty: 688.534302
	Iteration 17Q: 3 clusters Score -114832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -114834.046875 Penalty: 688.534302
	Iteration 18Q: 3 clusters Score -114834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -114836.429688 Penalty: 688.534302
	Iteration 19Q: 3 clusters Score -114836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -114841.984375 Penalty: 688.534302
	Iteration 20F: 3 clusters Score -114842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -114853.093750 Penalty: 688.534302
	Iteration 21Q: 3 clusters Score -114853.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -114875.273438 Penalty: 688.534302
	Iteration 22Q: 3 clusters Score -114875.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -114886.609375 Penalty: 688.534302
	Iteration 23Q: 3 clusters Score -114886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -114889.382812 Penalty: 688.534302
	Iteration 24Q: 3 clusters Score -114889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -114893.148438 Penalty: 688.534302
	Iteration 25Q: 3 clusters Score -114893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -114895.804688 Penalty: 688.534302
	Iteration 26Q: 3 clusters Score -114895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -114896.914062 Penalty: 688.534302
	Iteration 27Q: 3 clusters Score -114896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -114897.179688 Penalty: 688.534302
	Iteration 28Q: 3 clusters Score -114897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -114897.179688 Penalty: 688.534302
	Iteration 29F: 3 clusters Score -114897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14279.938477 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14279.94 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 114 members 
Entering Unmasked Estep 
Score: -13994.708984 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -13994.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14069.776367 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14069.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14098.083008 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14098.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14123.512695 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -14123.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14144.689453 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14144.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14173.114258 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14173.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14185.638672 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14185.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14191.596680 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14191.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14193.436523 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14193.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14194.147461 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -14194.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14194.930664 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -14194.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14194.930664 Penalty: 489.570648
	Iteration 11F: 3 clusters Score -14194.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -28220.345703 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -28220.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27729.910156 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27729.91 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27855.658203 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27855.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27897.250000 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27897.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27924.914062 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -27924.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27936.273438 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27936.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27947.191406 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27947.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27956.212891 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -27956.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27961.822266 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -27961.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27965.482422 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -27965.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27968.056641 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -27968.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27969.154297 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -27969.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27969.154297 Penalty: 566.434814
	Iteration 11F: 3 clusters Score -27969.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14622.604492 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14622.6 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 134 members 
Entering Unmasked Estep 
Score: -14278.337891 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14278.34 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14418.502930 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14418.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14447.974609 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14447.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14462.209961 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14462.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14471.841797 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14471.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14477.774414 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14477.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14478.078125 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14478.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14478.520508 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14478.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14478.520508 Penalty: 511.126190
	Iteration 8F: 3 clusters Score -14478.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 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 176 members 
Entering Unmasked Estep 
Score: -20694.814453 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20694.81 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20796.738281 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20796.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20815.523438 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20815.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20829.525391 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -20829.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20836.283203 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20836.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20841.203125 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20845.003906 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20848.222656 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -20848.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20849.296875 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -20849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20850.056641 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -20850.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20851.775391 Penalty: 529.897156
	Iteration 10Q: 3 clusters Score -20851.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20852.554688 Penalty: 529.897156
	Iteration 11Q: 3 clusters Score -20852.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20852.554688 Penalty: 529.897156
	Iteration 12F: 3 clusters Score -20852.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6216.416016 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6216.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5997.923828 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5997.924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6086.169922 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6086.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6118.198730 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6118.199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6131.330078 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6131.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6136.845215 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6136.845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6140.310059 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6140.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6140.310059 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -6140.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -61740.398438 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -61740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -60893.707031 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -60893.71 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61155.621094 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -61155.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -61193.164062 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -61193.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -61217.960938 Penalty: 631.648315
	Iteration 3Q: 3 clusters Score -61217.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -61244.429688 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -61244.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -61259.468750 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -61259.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61275.960938 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -61275.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61287.750000 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -61287.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61296.066406 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -61296.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61300.207031 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -61300.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61303.566406 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -61303.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61306.031250 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -61306.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61308.140625 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -61308.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61311.410156 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -61311.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61315.390625 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -61315.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61317.718750 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -61317.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61319.855469 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -61319.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61321.691406 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -61321.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61323.828125 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -61323.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61330.789062 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -61330.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61333.753906 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -61333.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61338.734375 Penalty: 631.648315
	Iteration 21Q: 3 clusters Score -61338.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61348.359375 Penalty: 631.648315
	Iteration 22Q: 3 clusters Score -61348.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61355.523438 Penalty: 631.648315
	Iteration 23Q: 3 clusters Score -61355.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61359.835938 Penalty: 631.648315
	Iteration 24Q: 3 clusters Score -61359.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61364.765625 Penalty: 631.648315
	Iteration 25Q: 3 clusters Score -61364.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61369.378906 Penalty: 631.648315
	Iteration 26Q: 3 clusters Score -61369.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61373.062500 Penalty: 631.648315
	Iteration 27Q: 3 clusters Score -61373.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61376.179688 Penalty: 631.648315
	Iteration 28Q: 3 clusters Score -61376.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61378.546875 Penalty: 631.648315
	Iteration 29Q: 3 clusters Score -61378.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61381.300781 Penalty: 631.648315
	Iteration 30Q: 3 clusters Score -61381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61382.941406 Penalty: 631.648315
	Iteration 31Q: 3 clusters Score -61382.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61383.289062 Penalty: 631.648315
	Iteration 32Q: 3 clusters Score -61383.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61383.289062 Penalty: 631.648315
	Iteration 33F: 3 clusters Score -61383.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (16307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Entering Unmasked Estep 
Score: -1038922.375000 Penalty: 441.320404
	Iteration 0F: 2 clusters Score -1038922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1027980.750000 Penalty: 882.640808
	Iteration 0F: 3 clusters Score -1027981 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1032823.437500 Penalty: 882.640808
	Iteration 1F: 3 clusters Score -1032823 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1033423.562500 Penalty: 882.640808
	Iteration 2F: 3 clusters Score -1033424 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1034243.812500 Penalty: 882.640808
	Iteration 3F: 3 clusters Score -1034244 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1035348.000000 Penalty: 882.640808
	Iteration 4F: 3 clusters Score -1035348 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1036541.937500 Penalty: 882.640808
	Iteration 5F: 3 clusters Score -1036542 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1037458.812500 Penalty: 882.640808
	Iteration 6F: 3 clusters Score -1037459 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1037900.312500 Penalty: 882.640808
	Iteration 7Q: 3 clusters Score -1037900 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1038090.875000 Penalty: 882.640808
	Iteration 8Q: 3 clusters Score -1038091 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1038219.750000 Penalty: 882.640808
	Iteration 9Q: 3 clusters Score -1038220 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1038323.125000 Penalty: 882.640808
	Iteration 10Q: 3 clusters Score -1038323 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1038403.500000 Penalty: 882.640808
	Iteration 11Q: 3 clusters Score -1038404 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1038470.937500 Penalty: 882.640808
	Iteration 12Q: 3 clusters Score -1038471 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1038530.562500 Penalty: 882.640808
	Iteration 13Q: 3 clusters Score -1038531 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1038593.312500 Penalty: 882.640808
	Iteration 14Q: 3 clusters Score -1038593 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1038643.000000 Penalty: 882.640808
	Iteration 15Q: 3 clusters Score -1038643 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1038678.375000 Penalty: 882.640808
	Iteration 16Q: 3 clusters Score -1038678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1038711.187500 Penalty: 882.640808
	Iteration 17Q: 3 clusters Score -1038711 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1038736.375000 Penalty: 882.640808
	Iteration 18Q: 3 clusters Score -1038736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1038759.812500 Penalty: 882.640808
	Iteration 19Q: 3 clusters Score -1038760 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1038777.437500 Penalty: 882.640808
	Iteration 20F: 3 clusters Score -1038777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1038788.812500 Penalty: 882.640808
	Iteration 21Q: 3 clusters Score -1038789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1038800.437500 Penalty: 882.640808
	Iteration 22Q: 3 clusters Score -1038800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1038810.750000 Penalty: 882.640808
	Iteration 23Q: 3 clusters Score -1038811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1038817.937500 Penalty: 882.640808
	Iteration 24Q: 3 clusters Score -1038818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1038820.125000 Penalty: 882.640808
	Iteration 25Q: 3 clusters Score -1038820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1038827.187500 Penalty: 882.640808
	Iteration 26Q: 3 clusters Score -1038827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1038831.750000 Penalty: 882.640808
	Iteration 27Q: 3 clusters Score -1038832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1038835.562500 Penalty: 882.640808
	Iteration 28Q: 3 clusters Score -1038836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1038840.437500 Penalty: 882.640808
	Iteration 29Q: 3 clusters Score -1038840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1038839.312500 Penalty: 882.640808
	Iteration 30Q: 3 clusters Score -1038839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1038841.062500 Penalty: 882.640808
	Iteration 31Q: 3 clusters Score -1038841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1038841.187500 Penalty: 882.640808
	Iteration 32Q: 3 clusters Score -1038841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1038844.062500 Penalty: 882.640808
	Iteration 33Q: 3 clusters Score -1038844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1038841.437500 Penalty: 882.640808
	Iteration 34Q: 3 clusters Score -1038841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1038841.937500 Penalty: 882.640808
	Iteration 35Q: 3 clusters Score -1038842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1038844.500000 Penalty: 882.640808
	Iteration 36Q: 3 clusters Score -1038844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1038842.875000 Penalty: 882.640808
	Iteration 37Q: 3 clusters Score -1038843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1038844.625000 Penalty: 882.640808
	Iteration 38Q: 3 clusters Score -1038845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1038849.062500 Penalty: 882.640808
	Iteration 39Q: 3 clusters Score -1038849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1038850.000000 Penalty: 882.640808
	Iteration 40F: 3 clusters Score -1038850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1038851.562500 Penalty: 882.640808
	Iteration 41Q: 3 clusters Score -1038852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1038853.062500 Penalty: 882.640808
	Iteration 42Q: 3 clusters Score -1038853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1038851.812500 Penalty: 882.640808
	Iteration 43Q: 3 clusters Score -1038852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1038852.437500 Penalty: 882.640808
	Iteration 44Q: 3 clusters Score -1038852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1038852.000000 Penalty: 882.640808
	Iteration 45Q: 3 clusters Score -1038852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1038853.312500 Penalty: 882.640808
	Iteration 46Q: 3 clusters Score -1038853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1038853.625000 Penalty: 882.640808
	Iteration 47Q: 3 clusters Score -1038854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1038856.375000 Penalty: 882.640808
	Iteration 48Q: 3 clusters Score -1038856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1038856.687500 Penalty: 882.640808
	Iteration 49Q: 3 clusters Score -1038857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1038854.312500 Penalty: 882.640808
	Iteration 50Q: 3 clusters Score -1038854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1038855.062500 Penalty: 882.640808
	Iteration 51Q: 3 clusters Score -1038855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1038856.375000 Penalty: 882.640808
	Iteration 52Q: 3 clusters Score -1038856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1038856.437500 Penalty: 882.640808
	Iteration 53Q: 3 clusters Score -1038856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1038861.687500 Penalty: 882.640808
	Iteration 54Q: 3 clusters Score -1038862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1038862.812500 Penalty: 882.640808
	Iteration 55Q: 3 clusters Score -1038863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1038864.312500 Penalty: 882.640808
	Iteration 56Q: 3 clusters Score -1038864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1038865.000000 Penalty: 882.640808
	Iteration 57Q: 3 clusters Score -1038865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1038868.125000 Penalty: 882.640808
	Iteration 58Q: 3 clusters Score -1038868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1038869.250000 Penalty: 882.640808
	Iteration 59Q: 3 clusters Score -1038869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1038867.687500 Penalty: 882.640808
	Iteration 60F: 3 clusters Score -1038868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1038869.250000 Penalty: 882.640808
	Iteration 61Q: 3 clusters Score -1038869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1038871.875000 Penalty: 882.640808
	Iteration 62Q: 3 clusters Score -1038872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1038871.062500 Penalty: 882.640808
	Iteration 63Q: 3 clusters Score -1038871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1038871.625000 Penalty: 882.640808
	Iteration 64Q: 3 clusters Score -1038872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1038873.687500 Penalty: 882.640808
	Iteration 65Q: 3 clusters Score -1038874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1038874.375000 Penalty: 882.640808
	Iteration 66Q: 3 clusters Score -1038874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1038875.625000 Penalty: 882.640808
	Iteration 67Q: 3 clusters Score -1038876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1038876.187500 Penalty: 882.640808
	Iteration 68Q: 3 clusters Score -1038876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1038876.437500 Penalty: 882.640808
	Iteration 69Q: 3 clusters Score -1038876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1038876.437500 Penalty: 882.640808
	Iteration 70F: 3 clusters Score -1038876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -21704.738281 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -21704.74 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 322 members 
Entering Unmasked Estep 
Score: -21173.845703 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -21173.85 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21574.800781 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -21574.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21734.646484 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -21734.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21804.962891 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -21804.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -21848.677734 Penalty: 584.515442
	Iteration 4Q: 3 clusters Score -21848.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21862.833984 Penalty: 584.515442
	Iteration 5Q: 3 clusters Score -21862.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21880.476562 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -21880.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21882.666016 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -21882.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -21883.066406 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -21883.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21883.335938 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -21883.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21883.335938 Penalty: 584.515442
	Iteration 10F: 3 clusters Score -21883.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 117 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 499 members 
Entering Unmasked Estep 
Score: -14141323.000000 Penalty: 62414.183594
Splitting cluster 55 changes total score from -14141424.000000 to -14141323.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7965.441406 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7965.441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8015.407715 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8015.408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8034.597656 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -8034.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8035.939453 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8035.939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8035.939453 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -8035.939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9759.072266 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9759.072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9869.983398 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9869.983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9883.683594 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -9883.684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9901.791016 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -9901.791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9903.295898 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -9903.296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9903.295898 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -9903.296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -31532.662109 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -31532.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31024.855469 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -31024.86 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31151.181641 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -31151.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31181.115234 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -31181.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31199.751953 Penalty: 567.865112
	Iteration 3Q: 3 clusters Score -31199.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31218.109375 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -31218.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31233.326172 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -31233.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31240.884766 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -31240.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31244.255859 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -31244.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31245.341797 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -31245.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -31246.882812 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -31246.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31248.226562 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -31248.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31250.316406 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -31250.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -31254.324219 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -31254.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -31258.324219 Penalty: 567.865112
	Iteration 13Q: 3 clusters Score -31258.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31264.062500 Penalty: 567.865112
	Iteration 14Q: 3 clusters Score -31264.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31269.257812 Penalty: 567.865112
	Iteration 15Q: 3 clusters Score -31269.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31273.121094 Penalty: 567.865112
	Iteration 16Q: 3 clusters Score -31273.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31277.623047 Penalty: 567.865112
	Iteration 17Q: 3 clusters Score -31277.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31284.382812 Penalty: 567.865112
	Iteration 18Q: 3 clusters Score -31284.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31287.882812 Penalty: 567.865112
	Iteration 19Q: 3 clusters Score -31287.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31290.406250 Penalty: 567.865112
	Iteration 20F: 3 clusters Score -31290.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31290.820312 Penalty: 567.865112
	Iteration 21Q: 3 clusters Score -31290.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31291.988281 Penalty: 567.865112
	Iteration 22Q: 3 clusters Score -31291.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31291.988281 Penalty: 567.865112
	Iteration 23F: 3 clusters Score -31291.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16273.258789 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -16273.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15924.467773 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -15924.47 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16011.854492 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -16011.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16034.044922 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -16034.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16052.068359 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -16052.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16063.796875 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -16063.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16085.319336 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -16085.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16102.485352 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -16102.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16109.074219 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -16109.07 nChanged 5
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: -16119.006836 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -16119.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16124.235352 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -16124.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16125.220703 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -16125.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16125.814453 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -16125.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16125.814453 Penalty: 522.904541
	Iteration 12F: 3 clusters Score -16125.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6813.289062 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6813.289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6875.562988 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6875.563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6893.960938 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -6893.961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6902.772949 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6902.773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6910.856445 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6910.856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6912.069824 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6912.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6912.069824 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -6912.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3155.557861 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3155.558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3166.413330 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3166.413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3171.939453 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3171.939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3171.939453 Penalty: 379.869263
	Iteration 3F: 3 clusters Score -3171.939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -45193.285156 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -45193.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -44485.492188 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -44485.49 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44708.195312 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -44708.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44780.218750 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -44780.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44834.015625 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -44834.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44874.945312 Penalty: 615.092224
	Iteration 4F: 3 clusters Score -44874.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44909.042969 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -44909.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44939.175781 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -44939.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44960.183594 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -44960.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44980.503906 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -44980.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44998.007812 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -44998.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45001.718750 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -45001.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45006.289062 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -45006.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45008.691406 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -45008.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45010.054688 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -45010.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45010.191406 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -45010.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45010.191406 Penalty: 615.092224
	Iteration 15F: 3 clusters Score -45010.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -21956.347656 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -21956.35 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 149 members 
Entering Unmasked Estep 
Score: -21567.259766 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -21567.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21690.287109 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -21690.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21739.279297 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -21739.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21787.230469 Penalty: 525.766357
	Iteration 3F: 3 clusters Score -21787.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21826.177734 Penalty: 525.766357
	Iteration 4F: 3 clusters Score -21826.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21834.785156 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -21834.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21841.867188 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -21841.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21848.910156 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -21848.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21850.048828 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -21850.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21850.048828 Penalty: 525.766357
	Iteration 9F: 3 clusters Score -21850.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9737.250977 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9737.251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9463.361328 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9463.361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9526.415039 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9526.415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9556.355469 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9556.355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9562.252930 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9562.253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9564.560547 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9564.561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9565.177734 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9565.178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9565.177734 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -9565.178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -2527.717773 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -2527.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2305.959473 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -2305.959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2402.669434 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -2402.669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2447.016357 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -2447.016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2512.638916 Penalty: 439.376556
	Iteration 3F: 3 clusters Score -2512.639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2556.030273 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -2556.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2556.030273 Penalty: 439.376556
	Iteration 5F: 3 clusters Score -2556.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 74 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 51 members 
Entering Unmasked Estep 
Score: -14141119.000000 Penalty: 62414.183594
Splitting cluster 65 changes total score from -14141424.000000 to -14141119.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42223.394531 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -42223.39 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 270 members 
Entering Unmasked Estep 
Score: -41681.925781 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -41681.93 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41835.582031 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -41835.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41884.558594 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -41884.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41910.062500 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -41910.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41934.101562 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -41934.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41956.175781 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -41956.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41978.882812 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -41978.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41999.394531 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -41999.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -42008.210938 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -42008.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42016.859375 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -42016.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -42022.542969 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -42022.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42025.347656 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -42025.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42028.160156 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -42028.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42031.070312 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -42031.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42033.238281 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -42033.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42034.441406 Penalty: 575.189941
	Iteration 15Q: 3 clusters Score -42034.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42035.160156 Penalty: 575.189941
	Iteration 16Q: 3 clusters Score -42035.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42035.343750 Penalty: 575.189941
	Iteration 17Q: 3 clusters Score -42035.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42035.343750 Penalty: 575.189941
	Iteration 18F: 3 clusters Score -42035.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -142718.703125 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -142718.7 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 907 members 
Entering Unmasked Estep 
Score: -141390.281250 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -141390.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -141830.265625 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -141830.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -141928.343750 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -141928.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -142045.328125 Penalty: 682.497864
	Iteration 3F: 3 clusters Score -142045.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -142133.812500 Penalty: 682.497864
	Iteration 4F: 3 clusters Score -142133.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -142194.890625 Penalty: 682.497864
	Iteration 5Q: 3 clusters Score -142194.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -142257.562500 Penalty: 682.497864
	Iteration 6Q: 3 clusters Score -142257.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -142327.078125 Penalty: 682.497864
	Iteration 7Q: 3 clusters Score -142327.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -142371.109375 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -142371.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -142403.375000 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -142403.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -142420.593750 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -142420.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -142432.578125 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -142432.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -142451.500000 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -142451.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -142472.921875 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -142472.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -142485.500000 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -142485.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -142500.750000 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -142500.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -142521.140625 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -142521.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -142532.593750 Penalty: 682.497864
	Iteration 17Q: 3 clusters Score -142532.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -142545.796875 Penalty: 682.497864
	Iteration 18Q: 3 clusters Score -142545.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142560.406250 Penalty: 682.497864
	Iteration 19Q: 3 clusters Score -142560.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -142571.171875 Penalty: 682.497864
	Iteration 20F: 3 clusters Score -142571.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -142578.500000 Penalty: 682.497864
	Iteration 21Q: 3 clusters Score -142578.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -142582.531250 Penalty: 682.497864
	Iteration 22Q: 3 clusters Score -142582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -142587.140625 Penalty: 682.497864
	Iteration 23Q: 3 clusters Score -142587.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -142591.203125 Penalty: 682.497864
	Iteration 24Q: 3 clusters Score -142591.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -142597.203125 Penalty: 682.497864
	Iteration 25Q: 3 clusters Score -142597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -142601.500000 Penalty: 682.497864
	Iteration 26Q: 3 clusters Score -142601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -142604.375000 Penalty: 682.497864
	Iteration 27Q: 3 clusters Score -142604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -142607.734375 Penalty: 682.497864
	Iteration 28Q: 3 clusters Score -142607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -142611.109375 Penalty: 682.497864
	Iteration 29Q: 3 clusters Score -142611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -142614.062500 Penalty: 682.497864
	Iteration 30Q: 3 clusters Score -142614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -142616.609375 Penalty: 682.497864
	Iteration 31Q: 3 clusters Score -142616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -142618.875000 Penalty: 682.497864
	Iteration 32Q: 3 clusters Score -142618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -142619.656250 Penalty: 682.497864
	Iteration 33Q: 3 clusters Score -142619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -142621.312500 Penalty: 682.497864
	Iteration 34Q: 3 clusters Score -142621.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -142623.281250 Penalty: 682.497864
	Iteration 35Q: 3 clusters Score -142623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -142625.359375 Penalty: 682.497864
	Iteration 36Q: 3 clusters Score -142625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -142626.328125 Penalty: 682.497864
	Iteration 37Q: 3 clusters Score -142626.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -142627.671875 Penalty: 682.497864
	Iteration 38Q: 3 clusters Score -142627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -142633.093750 Penalty: 682.497864
	Iteration 39Q: 3 clusters Score -142633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -142636.109375 Penalty: 682.497864
	Iteration 40F: 3 clusters Score -142636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -142639.156250 Penalty: 682.497864
	Iteration 41Q: 3 clusters Score -142639.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -142645.906250 Penalty: 682.497864
	Iteration 42Q: 3 clusters Score -142645.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -142651.390625 Penalty: 682.497864
	Iteration 43Q: 3 clusters Score -142651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -142654.750000 Penalty: 682.497864
	Iteration 44Q: 3 clusters Score -142654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -142657.484375 Penalty: 682.497864
	Iteration 45Q: 3 clusters Score -142657.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -142661.781250 Penalty: 682.497864
	Iteration 46Q: 3 clusters Score -142661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -142670.765625 Penalty: 682.497864
	Iteration 47Q: 3 clusters Score -142670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -142677.828125 Penalty: 682.497864
	Iteration 48Q: 3 clusters Score -142677.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -142681.250000 Penalty: 682.497864
	Iteration 49Q: 3 clusters Score -142681.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -142683.734375 Penalty: 682.497864
	Iteration 50Q: 3 clusters Score -142683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -142685.015625 Penalty: 682.497864
	Iteration 51Q: 3 clusters Score -142685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -142685.093750 Penalty: 682.497864
	Iteration 52Q: 3 clusters Score -142685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -142685.093750 Penalty: 682.497864
	Iteration 53F: 3 clusters Score -142685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15654.398438 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15654.4 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 161 members 
Entering Unmasked Estep 
Score: -15286.450195 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15286.45 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15360.347656 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15360.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15378.691406 Penalty: 521.143127
	Iteration 2Q: 3 clusters Score -15378.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15393.555664 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -15393.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15400.581055 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15400.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15405.598633 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -15405.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15408.504883 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -15408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15413.581055 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -15413.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15422.473633 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -15422.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15427.922852 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -15427.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15434.856445 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -15434.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15445.160156 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -15445.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15452.794922 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -15452.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15456.831055 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -15456.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15467.976562 Penalty: 521.143127
	Iteration 14Q: 3 clusters Score -15467.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15477.173828 Penalty: 521.143127
	Iteration 15Q: 3 clusters Score -15477.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15484.355469 Penalty: 521.143127
	Iteration 16Q: 3 clusters Score -15484.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15492.752930 Penalty: 521.143127
	Iteration 17Q: 3 clusters Score -15492.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15499.048828 Penalty: 521.143127
	Iteration 18Q: 3 clusters Score -15499.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15506.101562 Penalty: 521.143127
	Iteration 19Q: 3 clusters Score -15506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15513.725586 Penalty: 521.143127
	Iteration 20F: 3 clusters Score -15513.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15519.553711 Penalty: 521.143127
	Iteration 21Q: 3 clusters Score -15519.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15529.600586 Penalty: 521.143127
	Iteration 22Q: 3 clusters Score -15529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15530.888672 Penalty: 521.143127
	Iteration 23Q: 3 clusters Score -15530.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15533.372070 Penalty: 521.143127
	Iteration 24Q: 3 clusters Score -15533.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15535.150391 Penalty: 521.143127
	Iteration 25Q: 3 clusters Score -15535.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15536.770508 Penalty: 521.143127
	Iteration 26Q: 3 clusters Score -15536.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15540.831055 Penalty: 521.143127
	Iteration 27Q: 3 clusters Score -15540.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15547.611328 Penalty: 521.143127
	Iteration 28Q: 3 clusters Score -15547.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15548.568359 Penalty: 521.143127
	Iteration 29Q: 3 clusters Score -15548.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15548.568359 Penalty: 521.143127
	Iteration 30F: 3 clusters Score -15548.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36472.117188 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36472.12 nChanged 253
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: -36626.976562 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36626.98 nChanged 40
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: -36666.046875 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36666.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36694.535156 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -36694.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -36714.839844 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -36714.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -36733.910156 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -36733.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36745.167969 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36745.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -36755.523438 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36755.52 nChanged 18
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: -36767.566406 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36767.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -36782.605469 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36782.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36794.347656 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36794.35 nChanged 12
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: -36802.453125 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36802.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -36806.246094 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36806.25 nChanged 4
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: -36807.726562 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36807.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -36808.550781 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36808.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -36809.691406 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -36809.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36810.367188 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -36810.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36810.515625 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -36810.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -36811.164062 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -36811.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -36811.164062 Penalty: 591.343628
	Iteration 19F: 3 clusters Score -36811.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -29879.597656 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -29879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29409.224609 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -29409.22 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29548.726562 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -29548.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29583.363281 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -29583.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29604.841797 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -29604.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29617.406250 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -29617.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29627.115234 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -29627.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29633.277344 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -29633.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29637.339844 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -29637.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29640.412109 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -29640.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29642.964844 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -29642.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29645.435547 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -29645.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29646.281250 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -29646.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29646.281250 Penalty: 560.477661
	Iteration 12F: 3 clusters Score -29646.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7743.944336 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7743.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7524.701172 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7524.701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7578.837402 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7578.837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7585.919434 Penalty: 457.173126
	Iteration 2Q: 3 clusters Score -7585.919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7594.924805 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7594.925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7604.906250 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7604.906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7606.888184 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -7606.888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7606.888184 Penalty: 457.173126
	Iteration 6F: 3 clusters Score -7606.888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -6511.373535 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -6511.374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6323.889648 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -6323.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6372.189941 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -6372.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6390.606934 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -6390.607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6403.134766 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -6403.135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6403.134766 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -6403.135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1195.668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -1143.881470 Penalty: 303.230621
	Iteration 0F: 3 clusters Score -1143.881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (94982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Entering Unmasked Estep 
Score: -5936971.000000 Penalty: 521.495667
	Iteration 0F: 2 clusters Score -5936971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -5874390.000000 Penalty: 1042.991333
	Iteration 0F: 3 clusters Score -5874390 nChanged 46358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -5904092.500000 Penalty: 1042.991333
	Iteration 1F: 3 clusters Score -5904092 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -5907169.000000 Penalty: 1042.991333
	Iteration 2F: 3 clusters Score -5907169 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -5911624.000000 Penalty: 1042.991333
	Iteration 3F: 3 clusters Score -5911624 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -5916958.500000 Penalty: 1042.991333
	Iteration 4F: 3 clusters Score -5916958 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -5921641.500000 Penalty: 1042.991333
	Iteration 5F: 3 clusters Score -5921642 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -5924364.000000 Penalty: 1042.991333
	Iteration 6F: 3 clusters Score -5924364 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -5925973.000000 Penalty: 1042.991333
	Iteration 7Q: 3 clusters Score -5925973 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -5927204.500000 Penalty: 1042.991333
	Iteration 8Q: 3 clusters Score -5927204 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -5928329.000000 Penalty: 1042.991333
	Iteration 9Q: 3 clusters Score -5928329 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -5929387.000000 Penalty: 1042.991333
	Iteration 10Q: 3 clusters Score -5929387 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -5930227.500000 Penalty: 1042.991333
	Iteration 11Q: 3 clusters Score -5930228 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -5930815.500000 Penalty: 1042.991333
	Iteration 12Q: 3 clusters Score -5930816 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -5931242.500000 Penalty: 1042.991333
	Iteration 13Q: 3 clusters Score -5931242 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -5931610.500000 Penalty: 1042.991333
	Iteration 14Q: 3 clusters Score -5931610 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -5931785.500000 Penalty: 1042.991333
	Iteration 15Q: 3 clusters Score -5931786 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -5931922.000000 Penalty: 1042.991333
	Iteration 16Q: 3 clusters Score -5931922 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -5932087.500000 Penalty: 1042.991333
	Iteration 17Q: 3 clusters Score -5932088 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -5932198.000000 Penalty: 1042.991333
	Iteration 18Q: 3 clusters Score -5932198 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -5932231.500000 Penalty: 1042.991333
	Iteration 19Q: 3 clusters Score -5932232 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -5932335.000000 Penalty: 1042.991333
	Iteration 20F: 3 clusters Score -5932335 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -5932424.000000 Penalty: 1042.991333
	Iteration 21Q: 3 clusters Score -5932424 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -5932519.000000 Penalty: 1042.991333
	Iteration 22Q: 3 clusters Score -5932519 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -5932595.500000 Penalty: 1042.991333
	Iteration 23Q: 3 clusters Score -5932596 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -5932686.500000 Penalty: 1042.991333
	Iteration 24Q: 3 clusters Score -5932686 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -5932783.000000 Penalty: 1042.991333
	Iteration 25Q: 3 clusters Score -5932783 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -5932853.000000 Penalty: 1042.991333
	Iteration 26Q: 3 clusters Score -5932853 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -5932911.500000 Penalty: 1042.991333
	Iteration 27Q: 3 clusters Score -5932912 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -5932963.500000 Penalty: 1042.991333
	Iteration 28Q: 3 clusters Score -5932964 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -5933040.500000 Penalty: 1042.991333
	Iteration 29Q: 3 clusters Score -5933040 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -5933124.500000 Penalty: 1042.991333
	Iteration 30Q: 3 clusters Score -5933124 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -5933177.000000 Penalty: 1042.991333
	Iteration 31Q: 3 clusters Score -5933177 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -5933276.000000 Penalty: 1042.991333
	Iteration 32Q: 3 clusters Score -5933276 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -5933325.000000 Penalty: 1042.991333
	Iteration 33Q: 3 clusters Score -5933325 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -5933380.000000 Penalty: 1042.991333
	Iteration 34Q: 3 clusters Score -5933380 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -5933384.000000 Penalty: 1042.991333
	Iteration 35Q: 3 clusters Score -5933384 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -5933425.500000 Penalty: 1042.991333
	Iteration 36Q: 3 clusters Score -5933426 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5933465.500000 Penalty: 1042.991333
	Iteration 37Q: 3 clusters Score -5933466 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -5933514.500000 Penalty: 1042.991333
	Iteration 38Q: 3 clusters Score -5933514 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -5933557.000000 Penalty: 1042.991333
	Iteration 39Q: 3 clusters Score -5933557 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -5933561.500000 Penalty: 1042.991333
	Iteration 40F: 3 clusters Score -5933562 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -5933604.000000 Penalty: 1042.991333
	Iteration 41Q: 3 clusters Score -5933604 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -5933615.500000 Penalty: 1042.991333
	Iteration 42Q: 3 clusters Score -5933616 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -5933631.000000 Penalty: 1042.991333
	Iteration 43Q: 3 clusters Score -5933631 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -5933628.000000 Penalty: 1042.991333
	Iteration 44Q: 3 clusters Score -5933628 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -5933655.500000 Penalty: 1042.991333
	Iteration 45Q: 3 clusters Score -5933656 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -5933679.500000 Penalty: 1042.991333
	Iteration 46Q: 3 clusters Score -5933680 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -5933683.500000 Penalty: 1042.991333
	Iteration 47Q: 3 clusters Score -5933684 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -5933666.500000 Penalty: 1042.991333
	Iteration 48Q: 3 clusters Score -5933666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5933659.000000 Penalty: 1042.991333
	Iteration 49Q: 3 clusters Score -5933659 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5933633.500000 Penalty: 1042.991333
	Iteration 50Q: 3 clusters Score -5933634 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5933645.500000 Penalty: 1042.991333
	Iteration 51Q: 3 clusters Score -5933646 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -5933639.500000 Penalty: 1042.991333
	Iteration 52Q: 3 clusters Score -5933640 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5933639.500000 Penalty: 1042.991333
	Iteration 53Q: 3 clusters Score -5933640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -5933654.500000 Penalty: 1042.991333
	Iteration 54Q: 3 clusters Score -5933654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -5933647.500000 Penalty: 1042.991333
	Iteration 55Q: 3 clusters Score -5933648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -5933646.000000 Penalty: 1042.991333
	Iteration 56Q: 3 clusters Score -5933646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -5933642.000000 Penalty: 1042.991333
	Iteration 57Q: 3 clusters Score -5933642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -5933628.500000 Penalty: 1042.991333
	Iteration 58Q: 3 clusters Score -5933628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5933640.500000 Penalty: 1042.991333
	Iteration 59Q: 3 clusters Score -5933640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5933653.500000 Penalty: 1042.991333
	Iteration 60F: 3 clusters Score -5933654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5933651.000000 Penalty: 1042.991333
	Iteration 61Q: 3 clusters Score -5933651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -5933650.500000 Penalty: 1042.991333
	Iteration 62Q: 3 clusters Score -5933650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -5933644.000000 Penalty: 1042.991333
	Iteration 63Q: 3 clusters Score -5933644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -5933634.000000 Penalty: 1042.991333
	Iteration 64Q: 3 clusters Score -5933634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5933636.000000 Penalty: 1042.991333
	Iteration 65Q: 3 clusters Score -5933636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5933640.000000 Penalty: 1042.991333
	Iteration 66Q: 3 clusters Score -5933640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -5933635.000000 Penalty: 1042.991333
	Iteration 67Q: 3 clusters Score -5933635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5933646.500000 Penalty: 1042.991333
	Iteration 68Q: 3 clusters Score -5933646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5933642.000000 Penalty: 1042.991333
	Iteration 69Q: 3 clusters Score -5933642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5933643.500000 Penalty: 1042.991333
	Iteration 70Q: 3 clusters Score -5933644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5933644.500000 Penalty: 1042.991333
	Iteration 71Q: 3 clusters Score -5933644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -5933650.000000 Penalty: 1042.991333
	Iteration 72Q: 3 clusters Score -5933650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -5933643.500000 Penalty: 1042.991333
	Iteration 73Q: 3 clusters Score -5933644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5933647.000000 Penalty: 1042.991333
	Iteration 74Q: 3 clusters Score -5933647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -5933648.000000 Penalty: 1042.991333
	Iteration 75Q: 3 clusters Score -5933648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -5933644.500000 Penalty: 1042.991333
	Iteration 76Q: 3 clusters Score -5933644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5933648.000000 Penalty: 1042.991333
	Iteration 77Q: 3 clusters Score -5933648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -5933648.000000 Penalty: 1042.991333
	Iteration 78Q: 3 clusters Score -5933648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -5933646.500000 Penalty: 1042.991333
	Iteration 79Q: 3 clusters Score -5933646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -5933646.000000 Penalty: 1042.991333
	Iteration 80F: 3 clusters Score -5933646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -52754.218750 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -52754.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52017.851562 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -52017.85 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -52230.156250 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -52230.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -52277.074219 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -52277.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -52304.812500 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -52304.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52323.218750 Penalty: 617.693909
	Iteration 4Q: 3 clusters Score -52323.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -52341.285156 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -52341.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -52353.355469 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -52353.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -52364.664062 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -52364.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -52375.593750 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -52375.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -52382.558594 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -52382.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -52391.890625 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -52391.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -52397.324219 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -52397.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -52399.132812 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -52399.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -52400.140625 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -52400.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -52402.839844 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -52402.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -52406.898438 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -52406.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -52412.929688 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -52412.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -52415.914062 Penalty: 617.693909
	Iteration 17Q: 3 clusters Score -52415.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -52421.835938 Penalty: 617.693909
	Iteration 18Q: 3 clusters Score -52421.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -52425.308594 Penalty: 617.693909
	Iteration 19Q: 3 clusters Score -52425.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -52428.789062 Penalty: 617.693909
	Iteration 20F: 3 clusters Score -52428.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -52436.210938 Penalty: 617.693909
	Iteration 21Q: 3 clusters Score -52436.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -52445.800781 Penalty: 617.693909
	Iteration 22Q: 3 clusters Score -52445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -52456.171875 Penalty: 617.693909
	Iteration 23Q: 3 clusters Score -52456.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -52460.664062 Penalty: 617.693909
	Iteration 24Q: 3 clusters Score -52460.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -52463.113281 Penalty: 617.693909
	Iteration 25Q: 3 clusters Score -52463.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -52465.792969 Penalty: 617.693909
	Iteration 26Q: 3 clusters Score -52465.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -52466.933594 Penalty: 617.693909
	Iteration 27Q: 3 clusters Score -52466.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -52468.078125 Penalty: 617.693909
	Iteration 28Q: 3 clusters Score -52468.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -52469.023438 Penalty: 617.693909
	Iteration 29Q: 3 clusters Score -52469.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -52472.734375 Penalty: 617.693909
	Iteration 30Q: 3 clusters Score -52472.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -52475.730469 Penalty: 617.693909
	Iteration 31Q: 3 clusters Score -52475.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -52479.886719 Penalty: 617.693909
	Iteration 32Q: 3 clusters Score -52479.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -52482.125000 Penalty: 617.693909
	Iteration 33Q: 3 clusters Score -52482.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -52482.414062 Penalty: 617.693909
	Iteration 34Q: 3 clusters Score -52482.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -52482.414062 Penalty: 617.693909
	Iteration 35F: 3 clusters Score -52482.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13095.097656 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -13095.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12824.043945 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12824.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12865.555664 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12865.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12872.827148 Penalty: 476.998962
	Iteration 2Q: 3 clusters Score -12872.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12877.043945 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12877.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12879.542969 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12879.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12883.886719 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -12883.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12885.323242 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -12885.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12886.248047 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -12886.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12886.694336 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -12886.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12886.694336 Penalty: 476.998962
	Iteration 9F: 3 clusters Score -12886.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14935.866211 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14935.87 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15017.899414 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15017.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15054.619141 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15054.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15070.251953 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -15070.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15075.384766 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15075.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15077.740234 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15077.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15081.791992 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15081.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15082.489258 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -15082.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15082.613281 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -15082.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15082.613281 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -15082.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3425.915771 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3425.916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3470.270264 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -3470.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3603.821289 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3603.821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3657.622070 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3657.622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3666.198975 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3666.199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3669.368408 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -3669.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3674.740479 Penalty: 390.431824
	Iteration 4Q: 3 clusters Score -3674.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3674.740479 Penalty: 390.431824
	Iteration 5F: 3 clusters Score -3674.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -36541.335938 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -36541.34 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 279 members 
Entering Unmasked Estep 
Score: -36039.796875 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -36039.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36205.507812 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -36205.51 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36287.300781 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -36287.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36334.042969 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -36334.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36369.449219 Penalty: 573.538330
	Iteration 4F: 3 clusters Score -36369.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36387.195312 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -36387.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36402.613281 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -36402.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36410.851562 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -36410.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36419.320312 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -36419.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36421.824219 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -36421.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36422.523438 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -36422.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36422.734375 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -36422.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36422.933594 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -36422.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36422.933594 Penalty: 573.538330
	Iteration 13F: 3 clusters Score -36422.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 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: -9574.002930 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9574.003 nChanged 61
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: -9663.435547 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9663.436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9691.559570 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9691.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9704.383789 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -9704.384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9717.695312 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9717.695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9729.349609 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9729.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9732.815430 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9732.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9732.815430 Penalty: 479.842987
	Iteration 7F: 3 clusters Score -9732.815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3110.018311 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3110.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2904.893555 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -2904.894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2977.709717 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -2977.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3003.171143 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -3003.171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3009.072021 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -3009.072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3009.072021 Penalty: 419.975952
	Iteration 4F: 3 clusters Score -3009.072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -11561.210938 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -11561.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11313.193359 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -11313.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11385.321289 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -11385.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11427.915039 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -11427.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11434.081055 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -11434.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11437.240234 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -11437.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11440.944336 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -11440.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11440.944336 Penalty: 464.641052
	Iteration 6F: 3 clusters Score -11440.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -93762.453125 Penalty: 335.773254
	Iteration 0F: 2 clusters Score -93762.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -92550.476562 Penalty: 671.546509
	Iteration 0F: 3 clusters Score -92550.48 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -92975.976562 Penalty: 671.546509
	Iteration 1F: 3 clusters Score -92975.98 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -93062.226562 Penalty: 671.546509
	Iteration 2F: 3 clusters Score -93062.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93125.773438 Penalty: 671.546509
	Iteration 3F: 3 clusters Score -93125.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -93207.851562 Penalty: 671.546509
	Iteration 4F: 3 clusters Score -93207.85 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -93277.351562 Penalty: 671.546509
	Iteration 5F: 3 clusters Score -93277.35 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -93354.960938 Penalty: 671.546509
	Iteration 6F: 3 clusters Score -93354.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -93402.742188 Penalty: 671.546509
	Iteration 7Q: 3 clusters Score -93402.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -93434.109375 Penalty: 671.546509
	Iteration 8Q: 3 clusters Score -93434.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -93455.539062 Penalty: 671.546509
	Iteration 9Q: 3 clusters Score -93455.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -93482.835938 Penalty: 671.546509
	Iteration 10Q: 3 clusters Score -93482.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -93505.632812 Penalty: 671.546509
	Iteration 11Q: 3 clusters Score -93505.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -93518.179688 Penalty: 671.546509
	Iteration 12Q: 3 clusters Score -93518.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -93533.250000 Penalty: 671.546509
	Iteration 13Q: 3 clusters Score -93533.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -93546.929688 Penalty: 671.546509
	Iteration 14Q: 3 clusters Score -93546.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -93549.960938 Penalty: 671.546509
	Iteration 15Q: 3 clusters Score -93549.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -93551.257812 Penalty: 671.546509
	Iteration 16Q: 3 clusters Score -93551.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -93551.929688 Penalty: 671.546509
	Iteration 17Q: 3 clusters Score -93551.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -93551.929688 Penalty: 671.546509
	Iteration 18F: 3 clusters Score -93551.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (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: -31463.062500 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -31463.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -30934.941406 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -30934.94 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31091.710938 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -31091.71 nChanged 43
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: -31123.925781 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -31123.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31136.339844 Penalty: 572.532776
	Iteration 3Q: 3 clusters Score -31136.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31150.400391 Penalty: 572.532776
	Iteration 4Q: 3 clusters Score -31150.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -31164.636719 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -31164.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31177.128906 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -31177.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31183.458984 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -31183.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -31186.312500 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -31186.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -31199.121094 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -31199.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31202.376953 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -31202.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31203.775391 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -31203.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31204.380859 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -31204.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31205.527344 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -31205.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31206.318359 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -31206.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31206.318359 Penalty: 572.532776
	Iteration 15F: 3 clusters Score -31206.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4696.226562 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4696.227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4487.645508 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4487.646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4541.131836 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4541.132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4554.288086 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4554.288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4557.146973 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -4557.147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4559.410156 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -4559.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4561.203613 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -4561.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4563.184570 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -4563.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4564.696289 Penalty: 421.760345
	Iteration 7Q: 3 clusters Score -4564.696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4564.696289 Penalty: 421.760345
	Iteration 8F: 3 clusters Score -4564.696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7941.916992 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7941.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7726.390625 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7726.391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7782.875977 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7782.876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7798.724609 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7798.725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7809.396973 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7809.397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7814.976074 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7814.976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7822.623535 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7822.624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7826.719238 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7826.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7829.145020 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7829.145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7831.347168 Penalty: 445.703430
	Iteration 8Q: 3 clusters Score -7831.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7831.347168 Penalty: 445.703430
	Iteration 9F: 3 clusters Score -7831.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 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 236 members 
Entering Unmasked Estep 
Score: -29348.646484 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29348.65 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29494.115234 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29494.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29546.982422 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29546.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29585.572266 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -29585.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29603.693359 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29603.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29616.285156 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29616.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29628.548828 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29628.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29638.240234 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29638.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29642.275391 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29642.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29648.814453 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29648.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29652.826172 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29652.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29659.111328 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29659.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29672.654297 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29672.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29686.638672 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29686.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29696.974609 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29696.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29715.681641 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29715.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29722.382812 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29722.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29728.292969 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29728.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29731.576172 Penalty: 562.945007
	Iteration 18Q: 3 clusters Score -29731.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29732.167969 Penalty: 562.945007
	Iteration 19Q: 3 clusters Score -29732.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29732.341797 Penalty: 562.945007
	Iteration 20F: 3 clusters Score -29732.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5006.084473 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5006.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4794.895020 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4794.895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4869.195801 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4869.196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4884.667480 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4884.667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4894.099609 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -4894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4907.354004 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -4907.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4910.948242 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -4910.948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4912.431641 Penalty: 431.788818
	Iteration 6Q: 3 clusters Score -4912.432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4912.431641 Penalty: 431.788818
	Iteration 7F: 3 clusters Score -4912.432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12450.591797 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12450.59 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 103 members 
Entering Unmasked Estep 
Score: -12165.890625 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12165.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12217.708008 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12217.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12230.554688 Penalty: 481.232300
	Iteration 2Q: 3 clusters Score -12230.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12240.836914 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12240.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12248.492188 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12248.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12256.147461 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12256.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12267.081055 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12267.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12273.716797 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12273.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12281.240234 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -12281.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12290.406250 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -12290.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12296.939453 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -12296.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12301.844727 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -12301.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12310.305664 Penalty: 481.232300
	Iteration 12Q: 3 clusters Score -12310.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12310.305664 Penalty: 481.232300
	Iteration 13F: 3 clusters Score -12310.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4628.148438 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4628.148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4680.891602 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4680.892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4691.365723 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -4691.366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4696.185059 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4696.185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4696.185059 Penalty: 410.488220
	Iteration 4F: 3 clusters Score -4696.185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -12696.227539 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -12696.23 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 124 members 
Entering Unmasked Estep 
Score: -12398.834961 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -12398.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12462.466797 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -12462.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12485.212891 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -12485.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12495.652344 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -12495.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12522.784180 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -12522.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12543.219727 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -12543.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12550.350586 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -12550.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12561.087891 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -12561.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12576.287109 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -12576.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12582.556641 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -12582.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12593.186523 Penalty: 489.989075
	Iteration 10Q: 3 clusters Score -12593.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12597.066406 Penalty: 489.989075
	Iteration 11Q: 3 clusters Score -12597.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12602.052734 Penalty: 489.989075
	Iteration 12Q: 3 clusters Score -12602.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12603.288086 Penalty: 489.989075
	Iteration 13Q: 3 clusters Score -12603.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12605.770508 Penalty: 489.989075
	Iteration 14F: 3 clusters Score -12605.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12609.727539 Penalty: 489.989075
	Iteration 15Q: 3 clusters Score -12609.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12615.163086 Penalty: 489.989075
	Iteration 16Q: 3 clusters Score -12615.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12615.163086 Penalty: 489.989075
	Iteration 17F: 3 clusters Score -12615.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2026.353516 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2026.354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2037.346802 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2037.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2838.082031 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2838.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2777.446533 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2777.447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2824.721680 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2824.722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2843.083008 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2843.083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2843.083008 Penalty: 367.917664
	Iteration 3F: 3 clusters Score -2843.083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 21 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 36 members 
Entering Unmasked Estep 
Score: -14141050.000000 Penalty: 62414.183594
Splitting cluster 94 changes total score from -14141424.000000 to -14141050.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 95 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4555.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4548.051270 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4548.051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -4644.036621 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4644.037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -4657.498047 Penalty: 395.286285
	Iteration 2Q: 3 clusters Score -4657.498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -4657.498047 Penalty: 395.286285
	Iteration 3F: 3 clusters Score -4657.498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 63 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 14 members 
Entering Unmasked Estep 
Score: -14141156.000000 Penalty: 62414.183594
Splitting cluster 95 changes total score from -14141424.000000 to -14141156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -43861.996094 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -43862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43286.109375 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -43286.11 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43467.457031 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -43467.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -43522.437500 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -43522.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43552.707031 Penalty: 585.980835
	Iteration 3Q: 3 clusters Score -43552.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43567.304688 Penalty: 585.980835
	Iteration 4Q: 3 clusters Score -43567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43588.773438 Penalty: 585.980835
	Iteration 5Q: 3 clusters Score -43588.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -43610.011719 Penalty: 585.980835
	Iteration 6Q: 3 clusters Score -43610.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43620.691406 Penalty: 585.980835
	Iteration 7Q: 3 clusters Score -43620.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43627.656250 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -43627.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43633.093750 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -43633.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43636.382812 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -43636.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43638.468750 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -43638.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43639.562500 Penalty: 585.980835
	Iteration 12Q: 3 clusters Score -43639.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43640.968750 Penalty: 585.980835
	Iteration 13Q: 3 clusters Score -43640.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43641.105469 Penalty: 585.980835
	Iteration 14Q: 3 clusters Score -43641.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43641.582031 Penalty: 585.980835
	Iteration 15Q: 3 clusters Score -43641.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43642.695312 Penalty: 585.980835
	Iteration 16Q: 3 clusters Score -43642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43644.742188 Penalty: 585.980835
	Iteration 17Q: 3 clusters Score -43644.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43645.714844 Penalty: 585.980835
	Iteration 18Q: 3 clusters Score -43645.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -43645.953125 Penalty: 585.980835
	Iteration 19Q: 3 clusters Score -43645.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43646.093750 Penalty: 585.980835
	Iteration 20F: 3 clusters Score -43646.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -18900.324219 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -18900.32 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 152 members 
Entering Unmasked Estep 
Score: -18542.091797 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -18542.09 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18614.453125 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -18614.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18637.115234 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -18637.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18652.664062 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -18652.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18664.382812 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -18664.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18674.257812 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -18674.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18680.621094 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -18680.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18685.033203 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -18685.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18687.535156 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -18687.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18688.980469 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -18688.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18693.382812 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -18693.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18695.650391 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -18695.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18695.650391 Penalty: 515.644836
	Iteration 12F: 3 clusters Score -18695.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -36826.085938 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -36826.09 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 329 members 
Entering Unmasked Estep 
Score: -36215.250000 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -36215.25 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36382.859375 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -36382.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36421.355469 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -36421.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36446.250000 Penalty: 593.376526
	Iteration 3Q: 3 clusters Score -36446.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36459.167969 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -36459.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36468.851562 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -36468.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36476.804688 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -36476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36490.281250 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -36490.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36502.281250 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -36502.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36513.339844 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -36513.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36528.140625 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -36528.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36537.964844 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -36537.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36554.062500 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -36554.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36563.832031 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -36563.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36567.953125 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -36567.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36569.929688 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -36569.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36572.281250 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -36572.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36575.199219 Penalty: 593.376526
	Iteration 17Q: 3 clusters Score -36575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36587.343750 Penalty: 593.376526
	Iteration 18Q: 3 clusters Score -36587.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36593.078125 Penalty: 593.376526
	Iteration 19Q: 3 clusters Score -36593.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36598.085938 Penalty: 593.376526
	Iteration 20F: 3 clusters Score -36598.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36601.222656 Penalty: 593.376526
	Iteration 21Q: 3 clusters Score -36601.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36604.273438 Penalty: 593.376526
	Iteration 22Q: 3 clusters Score -36604.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36605.968750 Penalty: 593.376526
	Iteration 23Q: 3 clusters Score -36605.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36606.382812 Penalty: 593.376526
	Iteration 24Q: 3 clusters Score -36606.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36606.941406 Penalty: 593.376526
	Iteration 25Q: 3 clusters Score -36606.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36606.941406 Penalty: 593.376526
	Iteration 26F: 3 clusters Score -36606.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16359.603516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16359.6 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 135 members 
Entering Unmasked Estep 
Score: -15996.957031 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -15996.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16079.682617 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16079.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16109.510742 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16109.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16134.817383 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -16134.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16143.894531 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16143.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16149.091797 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16149.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16160.191406 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16160.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16169.758789 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16169.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16179.870117 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16179.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16181.475586 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16181.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16181.935547 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16181.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16183.779297 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16183.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16194.707031 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16194.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16208.599609 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16220.879883 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -16220.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16224.185547 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -16224.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16227.697266 Penalty: 520.249512
	Iteration 16Q: 3 clusters Score -16227.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16241.597656 Penalty: 520.249512
	Iteration 17Q: 3 clusters Score -16241.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16263.628906 Penalty: 520.249512
	Iteration 18Q: 3 clusters Score -16263.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16312.390625 Penalty: 520.249512
	Iteration 19Q: 3 clusters Score -16312.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16329.314453 Penalty: 520.249512
	Iteration 20F: 3 clusters Score -16329.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16335.403320 Penalty: 520.249512
	Iteration 21Q: 3 clusters Score -16335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16336.799805 Penalty: 520.249512
	Iteration 22Q: 3 clusters Score -16336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16336.799805 Penalty: 520.249512
	Iteration 23F: 3 clusters Score -16336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13478.219727 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13478.22 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 126 members 
Entering Unmasked Estep 
Score: -13130.795898 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13130.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13220.635742 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13220.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13302.262695 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13302.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13365.972656 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -13365.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13427.489258 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -13427.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13479.755859 Penalty: 512.765869
	Iteration 5F: 3 clusters Score -13479.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13511.646484 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13511.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13532.307617 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13532.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13532.760742 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13532.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13532.760742 Penalty: 512.765869
	Iteration 9F: 3 clusters Score -13532.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 123 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 157 members 
Entering Unmasked Estep 
Score: -14141170.000000 Penalty: 62414.183594
Splitting cluster 100 changes total score from -14141424.000000 to -14141170.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 101 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16909.335938 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -16909.34 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 128 members 
Entering Unmasked Estep 
Score: -16564.804688 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -16564.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16649.755859 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -16649.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16698.558594 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -16698.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16740.314453 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -16740.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16793.093750 Penalty: 508.098145
	Iteration 4F: 3 clusters Score -16793.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16830.777344 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -16830.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16846.931641 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -16846.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16854.916016 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -16854.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16859.244141 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -16859.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16864.675781 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -16864.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16865.847656 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -16865.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16867.623047 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -16867.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16868.447266 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -16868.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16869.478516 Penalty: 508.098145
	Iteration 13Q: 3 clusters Score -16869.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16869.478516 Penalty: 508.098145
	Iteration 14F: 3 clusters Score -16869.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4579.464844 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4579.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4395.803223 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4395.803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4441.442383 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4441.442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4461.885742 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4461.886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4462.822754 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -4462.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4462.822754 Penalty: 416.298676
	Iteration 4F: 3 clusters Score -4462.823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -49249.890625 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -49249.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48654.195312 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -48654.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -48790.031250 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -48790.03 nChanged 45
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: -48831.312500 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -48831.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48871.828125 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -48871.83 nChanged 44
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: -48916.246094 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -48916.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48944.515625 Penalty: 591.343628
	Iteration 5F: 3 clusters Score -48944.52 nChanged 22
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: -48961.632812 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -48961.63 nChanged 24
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: -48974.269531 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -48974.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48977.515625 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -48977.52 nChanged 4
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: -48979.324219 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -48979.32 nChanged 4
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: -48981.941406 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -48981.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48986.582031 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -48986.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48989.691406 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -48989.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48993.097656 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -48993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48998.160156 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -48998.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49000.050781 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -49000.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49002.234375 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -49002.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49003.714844 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -49003.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49006.980469 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -49006.98 nChanged 5
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: -49011.246094 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -49011.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49013.613281 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -49013.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49017.148438 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -49017.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49019.621094 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -49019.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49020.988281 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -49020.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49021.585938 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -49021.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49022.222656 Penalty: 591.343628
	Iteration 25Q: 3 clusters Score -49022.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49022.222656 Penalty: 591.343628
	Iteration 26F: 3 clusters Score -49022.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12001.575195 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12001.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11690.220703 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11690.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11826.340820 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11826.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11882.388672 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11882.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11911.763672 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -11911.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11921.582031 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -11921.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11924.137695 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -11924.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11924.137695 Penalty: 502.816223
	Iteration 6F: 3 clusters Score -11924.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6005.026367 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6005.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5769.646973 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5769.647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5856.418457 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5856.418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5870.185059 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -5870.185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5874.320312 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5874.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5875.968262 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -5875.968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5877.405273 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5877.405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5880.616699 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -5880.617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5882.033203 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -5882.033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5882.033203 Penalty: 441.534760
	Iteration 8F: 3 clusters Score -5882.033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -23227.230469 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -23227.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22797.031250 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -22797.03 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22963.498047 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -22963.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23055.812500 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -23055.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23109.648438 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -23109.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23163.365234 Penalty: 544.538208
	Iteration 4F: 3 clusters Score -23163.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23199.492188 Penalty: 544.538208
	Iteration 5F: 3 clusters Score -23199.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23222.806641 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -23222.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23238.517578 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -23238.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23245.875000 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -23245.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23253.785156 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -23253.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23262.550781 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -23262.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23264.167969 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -23264.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23265.849609 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -23265.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23270.957031 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -23270.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23272.843750 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -23272.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23272.843750 Penalty: 544.538208
	Iteration 15F: 3 clusters Score -23272.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 148 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 249 members 
Entering Unmasked Estep 
Score: -14141174.000000 Penalty: 62414.183594
Splitting cluster 106 changes total score from -14141424.000000 to -14141174.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 107 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -4643.028320 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -4643.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4481.797363 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4481.797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4636.451172 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4636.451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4665.895508 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -4665.896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4675.495117 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -4675.495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4680.255859 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -4680.256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4680.255859 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -4680.256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 44 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 88 members 
Entering Unmasked Estep 
Score: -14141119.000000 Penalty: 62414.183594
Splitting cluster 107 changes total score from -14141424.000000 to -14141119.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 108 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -33202.074219 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -33202.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32745.833984 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -32745.83 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32843.027344 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -32843.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32866.031250 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -32866.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32883.664062 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -32883.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32901.367188 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -32901.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32916.082031 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -32916.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32929.386719 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -32929.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32939.332031 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -32939.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32943.679688 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -32943.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32949.195312 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -32949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32959.394531 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -32959.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32967.230469 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -32967.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32972.222656 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -32972.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32973.914062 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -32973.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32976.050781 Penalty: 553.896484
	Iteration 14Q: 3 clusters Score -32976.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32980.113281 Penalty: 553.896484
	Iteration 15Q: 3 clusters Score -32980.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32980.421875 Penalty: 553.896484
	Iteration 16Q: 3 clusters Score -32980.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32980.421875 Penalty: 553.896484
	Iteration 17F: 3 clusters Score -32980.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5971.211914 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5971.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5766.693848 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5766.694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5821.263672 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5821.264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5855.925781 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5855.926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5867.639160 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5867.639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5882.602051 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5882.602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5891.544922 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -5891.545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5891.544922 Penalty: 429.383392
	Iteration 6F: 3 clusters Score -5891.545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -16477.615234 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -16477.62 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 115 members 
Entering Unmasked Estep 
Score: -16172.587891 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -16172.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16225.691406 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -16225.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16255.489258 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -16255.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16267.717773 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -16267.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16272.948242 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -16272.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16277.413086 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -16277.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16282.217773 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -16282.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16283.340820 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -16283.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16285.107422 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -16285.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16285.107422 Penalty: 489.989075
	Iteration 9F: 3 clusters Score -16285.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38054 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16307 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 94982 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141420.000000 Penalty: 61851.894531
Iteration 399Q: 111 clusters Score -1.414142e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 38017 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16332 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95004 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1601 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141434.000000 Penalty: 61851.894531
Iteration 400F: 111 clusters Score -1.414143e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9208 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37983 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16353 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95035 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1601 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141444.000000 Penalty: 61851.894531
Iteration 401Q: 111 clusters Score -1.414144e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9191 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37927 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16384 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95074 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1602 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141437.000000 Penalty: 61851.894531
Iteration 402Q: 111 clusters Score -1.414144e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9174 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37861 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1932 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16417 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95122 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1603 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141408.000000 Penalty: 61851.894531
Iteration 403Q: 111 clusters Score -1.414141e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37832 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1933 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16438 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95153 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1599 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141394.000000 Penalty: 61851.894531
Iteration 404Q: 111 clusters Score -1.414139e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9138 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37794 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1935 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16452 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95192 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1598 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141397.000000 Penalty: 61851.894531
Iteration 405Q: 111 clusters Score -1.41414e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9120 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37767 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1937 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16472 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95213 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1598 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141404.000000 Penalty: 61851.894531
Iteration 406Q: 111 clusters Score -1.41414e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9112 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37733 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1938 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16489 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95237 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1597 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141416.000000 Penalty: 61851.894531
Iteration 407Q: 111 clusters Score -1.414142e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9104 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8298 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37695 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1941 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16502 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95269 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1596 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141421.000000 Penalty: 61851.894531
Iteration 408Q: 111 clusters Score -1.414142e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9097 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8298 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37657 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1940 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16520 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95292 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1596 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141415.000000 Penalty: 61851.894531
Iteration 409Q: 111 clusters Score -1.414142e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9092 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8298 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37614 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1939 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16531 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95328 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1595 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141417.000000 Penalty: 61851.894531
Iteration 410Q: 111 clusters Score -1.414142e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9087 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8298 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37549 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1940 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16537 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95391 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1593 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141385.000000 Penalty: 61851.894531
Iteration 411Q: 111 clusters Score -1.414138e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9076 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8297 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37486 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 1622 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1941 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16548 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95452 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1593 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141392.000000 Penalty: 61851.894531
Iteration 412Q: 111 clusters Score -1.414139e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9058 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8297 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37435 members 
Mstep: Class 23 contains 2080 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1944 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16558 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95507 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1591 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141357.000000 Penalty: 61851.894531
Iteration 413Q: 111 clusters Score -1.414136e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9048 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37351 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1946 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16576 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95577 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1592 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141334.000000 Penalty: 61851.894531
Iteration 414Q: 111 clusters Score -1.414133e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9038 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37266 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16600 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95641 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1593 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141345.000000 Penalty: 61851.894531
Iteration 415Q: 111 clusters Score -1.414134e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9022 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37175 members 
Mstep: Class 23 contains 2092 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16630 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95713 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1596 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141345.000000 Penalty: 61851.894531
Iteration 416Q: 111 clusters Score -1.414134e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 9007 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 37070 members 
Mstep: Class 23 contains 2099 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16661 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95795 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1597 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141335.000000 Penalty: 61851.894531
Iteration 417Q: 111 clusters Score -1.414134e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8997 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36988 members 
Mstep: Class 23 contains 2102 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16687 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95859 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1597 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141290.000000 Penalty: 61851.894531
Iteration 418Q: 111 clusters Score -1.414129e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8979 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36915 members 
Mstep: Class 23 contains 2104 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16718 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95919 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1596 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141234.000000 Penalty: 61851.894531
Iteration 419Q: 111 clusters Score -1.414123e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8958 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36858 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16734 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 95979 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1597 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141233.000000 Penalty: 61851.894531
Iteration 420F: 111 clusters Score -1.414123e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8933 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36801 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 136 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1946 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16763 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96031 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1597 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141237.000000 Penalty: 61851.894531
Iteration 421Q: 111 clusters Score -1.414124e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8903 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36748 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1944 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16785 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96090 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1598 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141234.000000 Penalty: 61851.894531
Iteration 422Q: 111 clusters Score -1.414123e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8870 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36705 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 165 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1944 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16809 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96142 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1598 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141237.000000 Penalty: 61851.894531
Iteration 423Q: 111 clusters Score -1.414124e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8845 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36634 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1945 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16841 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96203 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1597 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141231.000000 Penalty: 61851.894531
Iteration 424Q: 111 clusters Score -1.414123e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36573 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16878 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96248 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1595 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141242.000000 Penalty: 61851.894531
Iteration 425Q: 111 clusters Score -1.414124e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36502 members 
Mstep: Class 23 contains 2117 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1949 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16919 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96301 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1592 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141212.000000 Penalty: 61851.894531
Iteration 426Q: 111 clusters Score -1.414121e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 36469 members 
Mstep: Class 23 contains 2122 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2375 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16943 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 863 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96344 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1587 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141209.000000 Penalty: 61851.894531
Iteration 427Q: 111 clusters Score -1.414121e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8733 members 
Mstep: Class 7 contains 2160 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36415 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16971 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96397 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1581 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141171.000000 Penalty: 61851.894531
Iteration 428Q: 111 clusters Score -1.414117e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8698 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36374 members 
Mstep: Class 23 contains 2134 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1951 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 16988 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96448 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1578 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141144.000000 Penalty: 61851.894531
Iteration 429Q: 111 clusters Score -1.414114e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36330 members 
Mstep: Class 23 contains 2137 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2382 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17001 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96498 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1577 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 664 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141123.000000 Penalty: 61851.894531
Iteration 430Q: 111 clusters Score -1.414112e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36288 members 
Mstep: Class 23 contains 2143 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2384 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17012 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96542 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1575 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141120.000000 Penalty: 61851.894531
Iteration 431Q: 111 clusters Score -1.414112e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36240 members 
Mstep: Class 23 contains 2148 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2384 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17027 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96596 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1574 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141145.000000 Penalty: 61851.894531
Iteration 432Q: 111 clusters Score -1.414114e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8597 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36206 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2385 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1952 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17038 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96644 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1574 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141147.000000 Penalty: 61851.894531
Iteration 433Q: 111 clusters Score -1.414115e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8561 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36180 members 
Mstep: Class 23 contains 2157 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2386 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1952 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17048 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96691 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1574 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141150.000000 Penalty: 61851.894531
Iteration 434Q: 111 clusters Score -1.414115e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8525 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36146 members 
Mstep: Class 23 contains 2160 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2388 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1952 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17060 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96745 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1573 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141113.000000 Penalty: 61851.894531
Iteration 435Q: 111 clusters Score -1.414111e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36118 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2390 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1952 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17076 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96784 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1572 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141112.000000 Penalty: 61851.894531
Iteration 436Q: 111 clusters Score -1.414111e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36086 members 
Mstep: Class 23 contains 2172 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2392 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1951 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17096 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96823 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1572 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141116.000000 Penalty: 61851.894531
Iteration 437Q: 111 clusters Score -1.414112e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8425 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36057 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1951 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17105 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96868 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1572 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141117.000000 Penalty: 61851.894531
Iteration 438Q: 111 clusters Score -1.414112e+07 nChanged 93
Entering ConstructFrom: 
Score: -14141117.000000 Penalty: 61851.894531
Entering ConstructFrom: 
Trying to split cluster 1 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -20777.886719 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -20777.89 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 136 members 
Entering Unmasked Estep 
Score: -20437.593750 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -20437.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20525.601562 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -20525.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20552.638672 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -20552.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20572.455078 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -20572.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20592.441406 Penalty: 518.435486
	Iteration 4F: 3 clusters Score -20592.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20619.917969 Penalty: 518.435486
	Iteration 5F: 3 clusters Score -20619.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20655.980469 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -20655.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20687.296875 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -20687.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20700.470703 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -20700.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20729.664062 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -20729.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20777.632812 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -20777.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20837.253906 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -20837.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20893.250000 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -20893.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20895.027344 Penalty: 518.435486
	Iteration 13Q: 3 clusters Score -20895.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20895.027344 Penalty: 518.435486
	Iteration 14F: 3 clusters Score -20895.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 79 members 
Entering Unmasked Estep 
Score: -14140919.000000 Penalty: 62414.183594
Splitting cluster 1 changes total score from -14141117.000000 to -14140919.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11754.119141 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11754.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11820.654297 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11820.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11847.524414 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11847.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11860.299805 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -11860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11869.657227 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11869.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11872.091797 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11872.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11875.455078 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -11875.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11884.608398 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -11884.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11899.920898 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -11899.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11914.452148 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -11914.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11921.958008 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -11921.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11925.496094 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -11925.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11926.406250 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -11926.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11928.742188 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -11928.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11929.341797 Penalty: 494.468689
	Iteration 14Q: 3 clusters Score -11929.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11929.962891 Penalty: 494.468689
	Iteration 15Q: 3 clusters Score -11929.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11929.962891 Penalty: 494.468689
	Iteration 16F: 3 clusters Score -11929.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4461.544922 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4461.545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4265.201172 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4265.201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4423.296387 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4423.296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4508.381836 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4508.382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4538.209961 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4538.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4542.416992 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -4542.417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4542.416992 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -4542.417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 64 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 72 members 
Entering Unmasked Estep 
Score: -14140845.000000 Penalty: 62414.183594
Splitting cluster 3 changes total score from -14141117.000000 to -14140845.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -37363.175781 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -37363.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36898.203125 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -36898.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37163.621094 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -37163.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37260.421875 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -37260.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37318.414062 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -37318.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -37337.535156 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -37337.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37348.328125 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -37348.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37356.101562 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -37356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37357.011719 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -37357.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37358.382812 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -37358.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37358.898438 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -37358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37359.277344 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -37359.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37359.277344 Penalty: 563.876404
	Iteration 11F: 3 clusters Score -37359.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -45613.449219 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -45613.45 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 407 members 
Entering Unmasked Estep 
Score: -44924.632812 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -44924.63 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -45161.574219 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -45161.57 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45252.476562 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -45252.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -45320.582031 Penalty: 611.978088
	Iteration 3F: 3 clusters Score -45320.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -45360.730469 Penalty: 611.978088
	Iteration 4F: 3 clusters Score -45360.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -45387.781250 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -45387.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -45406.875000 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -45406.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -45419.769531 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -45419.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -45430.218750 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -45430.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -45435.886719 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -45435.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -45444.570312 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -45444.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -45457.433594 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -45457.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -45463.328125 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -45463.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -45467.089844 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -45467.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -45474.316406 Penalty: 611.978088
	Iteration 14Q: 3 clusters Score -45474.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -45475.707031 Penalty: 611.978088
	Iteration 15Q: 3 clusters Score -45475.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -45475.707031 Penalty: 611.978088
	Iteration 16F: 3 clusters Score -45475.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Entering Unmasked Estep 
Score: -506490.656250 Penalty: 411.110321
	Iteration 0F: 2 clusters Score -506490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -500873.062500 Penalty: 822.220642
	Iteration 0F: 3 clusters Score -500873.1 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -503018.875000 Penalty: 822.220642
	Iteration 1F: 3 clusters Score -503018.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -503130.062500 Penalty: 822.220642
	Iteration 2Q: 3 clusters Score -503130.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -503296.281250 Penalty: 822.220642
	Iteration 3Q: 3 clusters Score -503296.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -503532.156250 Penalty: 822.220642
	Iteration 4Q: 3 clusters Score -503532.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -503849.468750 Penalty: 822.220642
	Iteration 5F: 3 clusters Score -503849.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -504314.218750 Penalty: 822.220642
	Iteration 6F: 3 clusters Score -504314.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -504884.312500 Penalty: 822.220642
	Iteration 7F: 3 clusters Score -504884.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -505335.250000 Penalty: 822.220642
	Iteration 8F: 3 clusters Score -505335.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -505603.718750 Penalty: 822.220642
	Iteration 9Q: 3 clusters Score -505603.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -505750.062500 Penalty: 822.220642
	Iteration 10Q: 3 clusters Score -505750.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -505858.781250 Penalty: 822.220642
	Iteration 11Q: 3 clusters Score -505858.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -505928.625000 Penalty: 822.220642
	Iteration 12Q: 3 clusters Score -505928.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -505989.343750 Penalty: 822.220642
	Iteration 13Q: 3 clusters Score -505989.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -506026.031250 Penalty: 822.220642
	Iteration 14Q: 3 clusters Score -506026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -506050.031250 Penalty: 822.220642
	Iteration 15Q: 3 clusters Score -506050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -506065.843750 Penalty: 822.220642
	Iteration 16Q: 3 clusters Score -506065.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -506079.343750 Penalty: 822.220642
	Iteration 17Q: 3 clusters Score -506079.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -506094.281250 Penalty: 822.220642
	Iteration 18Q: 3 clusters Score -506094.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -506111.031250 Penalty: 822.220642
	Iteration 19Q: 3 clusters Score -506111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -506122.968750 Penalty: 822.220642
	Iteration 20F: 3 clusters Score -506123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -506127.875000 Penalty: 822.220642
	Iteration 21Q: 3 clusters Score -506127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -506134.750000 Penalty: 822.220642
	Iteration 22Q: 3 clusters Score -506134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -506139.625000 Penalty: 822.220642
	Iteration 23Q: 3 clusters Score -506139.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -506142.312500 Penalty: 822.220642
	Iteration 24Q: 3 clusters Score -506142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -506144.937500 Penalty: 822.220642
	Iteration 25Q: 3 clusters Score -506144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -506147.687500 Penalty: 822.220642
	Iteration 26Q: 3 clusters Score -506147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -506148.687500 Penalty: 822.220642
	Iteration 27Q: 3 clusters Score -506148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -506149.562500 Penalty: 822.220642
	Iteration 28Q: 3 clusters Score -506149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -506150.593750 Penalty: 822.220642
	Iteration 29Q: 3 clusters Score -506150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -506151.593750 Penalty: 822.220642
	Iteration 30Q: 3 clusters Score -506151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -506154.343750 Penalty: 822.220642
	Iteration 31Q: 3 clusters Score -506154.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -506156.218750 Penalty: 822.220642
	Iteration 32Q: 3 clusters Score -506156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -506157.031250 Penalty: 822.220642
	Iteration 33Q: 3 clusters Score -506157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -506157.031250 Penalty: 822.220642
	Iteration 34F: 3 clusters Score -506157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -177372.203125 Penalty: 349.384918
	Iteration 0F: 2 clusters Score -177372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -175853.937500 Penalty: 698.769836
	Iteration 0F: 3 clusters Score -175853.9 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -176374.500000 Penalty: 698.769836
	Iteration 1F: 3 clusters Score -176374.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -176477.343750 Penalty: 698.769836
	Iteration 2F: 3 clusters Score -176477.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -176575.125000 Penalty: 698.769836
	Iteration 3F: 3 clusters Score -176575.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -176691.625000 Penalty: 698.769836
	Iteration 4F: 3 clusters Score -176691.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176820.750000 Penalty: 698.769836
	Iteration 5F: 3 clusters Score -176820.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -176958.515625 Penalty: 698.769836
	Iteration 6F: 3 clusters Score -176958.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -177086.500000 Penalty: 698.769836
	Iteration 7F: 3 clusters Score -177086.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -177204.609375 Penalty: 698.769836
	Iteration 8Q: 3 clusters Score -177204.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -177277.140625 Penalty: 698.769836
	Iteration 9Q: 3 clusters Score -177277.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -177316.421875 Penalty: 698.769836
	Iteration 10Q: 3 clusters Score -177316.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -177329.078125 Penalty: 698.769836
	Iteration 11Q: 3 clusters Score -177329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -177336.390625 Penalty: 698.769836
	Iteration 12Q: 3 clusters Score -177336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -177339.109375 Penalty: 698.769836
	Iteration 13Q: 3 clusters Score -177339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -177342.078125 Penalty: 698.769836
	Iteration 14Q: 3 clusters Score -177342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -177343.656250 Penalty: 698.769836
	Iteration 15Q: 3 clusters Score -177343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -177346.125000 Penalty: 698.769836
	Iteration 16Q: 3 clusters Score -177346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -177347.234375 Penalty: 698.769836
	Iteration 17Q: 3 clusters Score -177347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -177348.640625 Penalty: 698.769836
	Iteration 18Q: 3 clusters Score -177348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -177350.671875 Penalty: 698.769836
	Iteration 19Q: 3 clusters Score -177350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -177352.593750 Penalty: 698.769836
	Iteration 20F: 3 clusters Score -177352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -177353.015625 Penalty: 698.769836
	Iteration 21Q: 3 clusters Score -177353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -177352.953125 Penalty: 698.769836
	Iteration 22Q: 3 clusters Score -177353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -177352.953125 Penalty: 698.769836
	Iteration 23F: 3 clusters Score -177353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28358.257812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27891.681641 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27891.68 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28000.923828 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -28000.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28029.255859 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -28029.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28043.052734 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -28043.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28046.333984 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -28046.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28048.185547 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28048.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28048.978516 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -28048.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28048.978516 Penalty: 558.729492
	Iteration 7F: 3 clusters Score -28048.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7301.912598 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7301.913 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 66 members 
Entering Unmasked Estep 
Score: -7047.928223 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7047.928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7112.358887 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7112.359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7161.120605 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7161.121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7183.417969 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -7183.418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7186.846191 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7186.846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7192.901855 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7192.902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7198.667480 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7198.667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7201.725098 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -7201.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7201.725098 Penalty: 456.572449
	Iteration 8F: 3 clusters Score -7201.725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -30106.638672 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -30106.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29612.697266 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -29612.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29723.486328 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -29723.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29744.726562 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -29744.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29761.974609 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -29761.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29774.654297 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -29774.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29785.888672 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -29785.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29789.283203 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -29789.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29791.919922 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -29791.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29793.066406 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -29793.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29794.353516 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -29794.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29796.835938 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -29796.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29797.005859 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -29797.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29798.121094 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -29798.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29798.583984 Penalty: 562.003906
	Iteration 13Q: 3 clusters Score -29798.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29799.029297 Penalty: 562.003906
	Iteration 14Q: 3 clusters Score -29799.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29799.187500 Penalty: 562.003906
	Iteration 15Q: 3 clusters Score -29799.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29799.626953 Penalty: 562.003906
	Iteration 16Q: 3 clusters Score -29799.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29801.119141 Penalty: 562.003906
	Iteration 17Q: 3 clusters Score -29801.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29801.705078 Penalty: 562.003906
	Iteration 18Q: 3 clusters Score -29801.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29801.705078 Penalty: 562.003906
	Iteration 19F: 3 clusters Score -29801.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -18147.382812 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18147.38 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 199 members 
Entering Unmasked Estep 
Score: -17784.263672 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17784.26 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18013.744141 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -18013.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18130.652344 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -18130.65 nChanged 22
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: -18182.078125 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -18182.08 nChanged 12
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: -18221.718750 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -18221.72 nChanged 7
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: -18229.525391 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -18229.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18238.380859 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18238.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18240.539062 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18240.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18240.539062 Penalty: 534.873962
	Iteration 8F: 3 clusters Score -18240.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 86 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 271 members 
Entering Unmasked Estep 
Score: -14140898.000000 Penalty: 62414.183594
Splitting cluster 11 changes total score from -14141117.000000 to -14140898.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 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 184 members 
Entering Unmasked Estep 
Score: -21446.498047 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21446.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21557.392578 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21557.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21592.000000 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21611.212891 Penalty: 542.685730
	Iteration 3F: 3 clusters Score -21611.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21621.927734 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21621.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21634.845703 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21634.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21638.923828 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21638.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21644.001953 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21645.294922 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21645.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21646.927734 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21646.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21650.007812 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21650.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21659.226562 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21659.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21664.531250 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -21664.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21667.746094 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -21667.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21668.292969 Penalty: 542.685730
	Iteration 14Q: 3 clusters Score -21668.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21668.292969 Penalty: 542.685730
	Iteration 15F: 3 clusters Score -21668.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4067.832031 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4067.832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4108.778809 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4108.779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4126.896973 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4126.897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4131.667480 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4131.667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4134.048828 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -4134.049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4134.048828 Penalty: 399.894867
	Iteration 5F: 3 clusters Score -4134.049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10212.807617 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10212.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9910.697266 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9910.697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9976.921875 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -9976.922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10014.016602 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10014.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10025.136719 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10025.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10028.675781 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -10028.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10030.697266 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10036.892578 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10036.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10037.793945 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10037.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10037.793945 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -10037.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -18385.521484 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -18385.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18043.349609 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18043.35 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18120.033203 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18120.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18134.871094 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18134.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18141.697266 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -18141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18152.917969 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -18152.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18155.902344 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -18155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18159.400391 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -18159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18160.248047 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -18160.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18160.941406 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -18160.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18165.597656 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -18165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18169.916016 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -18169.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18170.472656 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -18170.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18171.400391 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -18171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18173.132812 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -18173.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18173.332031 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -18173.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18173.484375 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -18173.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18173.484375 Penalty: 514.056702
	Iteration 16F: 3 clusters Score -18173.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25020.027344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25020.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24605.986328 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24605.99 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24704.490234 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24704.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24728.480469 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24728.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24745.824219 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -24745.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24758.144531 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24758.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24774.189453 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24774.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24787.763672 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24787.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24800.000000 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24807.945312 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24807.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24821.587891 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24821.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24835.458984 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24835.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24840.257812 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -24840.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24847.382812 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -24847.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24853.666016 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -24853.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24864.521484 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -24864.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24876.402344 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -24876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24889.001953 Penalty: 557.743591
	Iteration 16Q: 3 clusters Score -24889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24893.457031 Penalty: 557.743591
	Iteration 17Q: 3 clusters Score -24893.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24896.925781 Penalty: 557.743591
	Iteration 18Q: 3 clusters Score -24896.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24900.292969 Penalty: 557.743591
	Iteration 19Q: 3 clusters Score -24900.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24902.730469 Penalty: 557.743591
	Iteration 20F: 3 clusters Score -24902.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24904.339844 Penalty: 557.743591
	Iteration 21Q: 3 clusters Score -24904.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24907.187500 Penalty: 557.743591
	Iteration 22Q: 3 clusters Score -24907.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24907.640625 Penalty: 557.743591
	Iteration 23Q: 3 clusters Score -24907.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24907.736328 Penalty: 557.743591
	Iteration 24Q: 3 clusters Score -24907.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24907.736328 Penalty: 557.743591
	Iteration 25F: 3 clusters Score -24907.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8355.820312 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8355.82 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 76 members 
Entering Unmasked Estep 
Score: -8096.370117 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8096.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8149.583008 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8149.583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8157.408203 Penalty: 465.737427
	Iteration 2Q: 3 clusters Score -8157.408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8159.403809 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8159.404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8159.848145 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -8159.848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8159.848145 Penalty: 465.737427
	Iteration 5F: 3 clusters Score -8159.848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -17407.378906 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -17407.38 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 125 members 
Entering Unmasked Estep 
Score: -17087.890625 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -17087.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17166.664062 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -17166.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17182.517578 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -17182.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17193.042969 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -17193.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17203.677734 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -17203.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17210.472656 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -17210.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17216.080078 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -17216.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17218.349609 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -17218.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17219.656250 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -17219.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17220.691406 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -17220.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17222.669922 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -17222.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17223.876953 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -17223.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17225.816406 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -17225.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17227.349609 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -17227.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17238.556641 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -17238.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17244.888672 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -17244.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17251.152344 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -17251.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17253.273438 Penalty: 509.118713
	Iteration 17Q: 3 clusters Score -17253.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17253.953125 Penalty: 509.118713
	Iteration 18Q: 3 clusters Score -17253.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -17253.953125 Penalty: 509.118713
	Iteration 19F: 3 clusters Score -17253.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Entering Unmasked Estep 
Score: -461186.937500 Penalty: 410.570557
	Iteration 0F: 2 clusters Score -461186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -455675.562500 Penalty: 821.141113
	Iteration 0F: 3 clusters Score -455675.6 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -457994.437500 Penalty: 821.141113
	Iteration 1F: 3 clusters Score -457994.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -458301.093750 Penalty: 821.141113
	Iteration 2F: 3 clusters Score -458301.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -458633.000000 Penalty: 821.141113
	Iteration 3F: 3 clusters Score -458633 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -458997.625000 Penalty: 821.141113
	Iteration 4F: 3 clusters Score -458997.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -459327.718750 Penalty: 821.141113
	Iteration 5F: 3 clusters Score -459327.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -459596.031250 Penalty: 821.141113
	Iteration 6F: 3 clusters Score -459596 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -459809.781250 Penalty: 821.141113
	Iteration 7Q: 3 clusters Score -459809.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -459970.406250 Penalty: 821.141113
	Iteration 8Q: 3 clusters Score -459970.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -460089.500000 Penalty: 821.141113
	Iteration 9Q: 3 clusters Score -460089.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -460188.343750 Penalty: 821.141113
	Iteration 10Q: 3 clusters Score -460188.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -460270.531250 Penalty: 821.141113
	Iteration 11Q: 3 clusters Score -460270.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -460333.031250 Penalty: 821.141113
	Iteration 12Q: 3 clusters Score -460333 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -460386.750000 Penalty: 821.141113
	Iteration 13Q: 3 clusters Score -460386.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -460425.125000 Penalty: 821.141113
	Iteration 14Q: 3 clusters Score -460425.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -460457.562500 Penalty: 821.141113
	Iteration 15Q: 3 clusters Score -460457.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -460492.500000 Penalty: 821.141113
	Iteration 16Q: 3 clusters Score -460492.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -460536.875000 Penalty: 821.141113
	Iteration 17Q: 3 clusters Score -460536.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -460599.187500 Penalty: 821.141113
	Iteration 18Q: 3 clusters Score -460599.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -460654.156250 Penalty: 821.141113
	Iteration 19Q: 3 clusters Score -460654.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -460704.250000 Penalty: 821.141113
	Iteration 20F: 3 clusters Score -460704.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -460736.875000 Penalty: 821.141113
	Iteration 21Q: 3 clusters Score -460736.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -460761.000000 Penalty: 821.141113
	Iteration 22Q: 3 clusters Score -460761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -460795.968750 Penalty: 821.141113
	Iteration 23Q: 3 clusters Score -460796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -460837.937500 Penalty: 821.141113
	Iteration 24Q: 3 clusters Score -460837.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -460870.281250 Penalty: 821.141113
	Iteration 25Q: 3 clusters Score -460870.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -460902.156250 Penalty: 821.141113
	Iteration 26Q: 3 clusters Score -460902.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -460919.500000 Penalty: 821.141113
	Iteration 27Q: 3 clusters Score -460919.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -460934.562500 Penalty: 821.141113
	Iteration 28Q: 3 clusters Score -460934.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -460948.625000 Penalty: 821.141113
	Iteration 29Q: 3 clusters Score -460948.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -460958.750000 Penalty: 821.141113
	Iteration 30Q: 3 clusters Score -460958.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -460971.843750 Penalty: 821.141113
	Iteration 31Q: 3 clusters Score -460971.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -460982.531250 Penalty: 821.141113
	Iteration 32Q: 3 clusters Score -460982.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -460988.062500 Penalty: 821.141113
	Iteration 33Q: 3 clusters Score -460988.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -460991.125000 Penalty: 821.141113
	Iteration 34Q: 3 clusters Score -460991.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -460996.031250 Penalty: 821.141113
	Iteration 35Q: 3 clusters Score -460996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -461001.812500 Penalty: 821.141113
	Iteration 36Q: 3 clusters Score -461001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -461002.406250 Penalty: 821.141113
	Iteration 37Q: 3 clusters Score -461002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -461002.312500 Penalty: 821.141113
	Iteration 38Q: 3 clusters Score -461002.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -461003.406250 Penalty: 821.141113
	Iteration 39Q: 3 clusters Score -461003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -461004.875000 Penalty: 821.141113
	Iteration 40F: 3 clusters Score -461004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -461004.625000 Penalty: 821.141113
	Iteration 41Q: 3 clusters Score -461004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -461004.625000 Penalty: 821.141113
	Iteration 42F: 3 clusters Score -461004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -4167.662109 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -4167.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4172.920898 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -4172.921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -4268.000488 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -4268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 57 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 15 members 
Entering Unmasked Estep 
Score: -14140836.000000 Penalty: 62414.183594
Splitting cluster 20 changes total score from -14141117.000000 to -14140836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -105720.585938 Penalty: 339.373688
	Iteration 0F: 2 clusters Score -105720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -104457.343750 Penalty: 678.747375
	Iteration 0F: 3 clusters Score -104457.3 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104888.226562 Penalty: 678.747375
	Iteration 1F: 3 clusters Score -104888.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -104964.734375 Penalty: 678.747375
	Iteration 2F: 3 clusters Score -104964.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105026.468750 Penalty: 678.747375
	Iteration 3F: 3 clusters Score -105026.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105064.492188 Penalty: 678.747375
	Iteration 4Q: 3 clusters Score -105064.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105107.609375 Penalty: 678.747375
	Iteration 5Q: 3 clusters Score -105107.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105151.492188 Penalty: 678.747375
	Iteration 6Q: 3 clusters Score -105151.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105189.265625 Penalty: 678.747375
	Iteration 7Q: 3 clusters Score -105189.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -105225.492188 Penalty: 678.747375
	Iteration 8Q: 3 clusters Score -105225.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105257.109375 Penalty: 678.747375
	Iteration 9Q: 3 clusters Score -105257.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -105280.656250 Penalty: 678.747375
	Iteration 10Q: 3 clusters Score -105280.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -105310.929688 Penalty: 678.747375
	Iteration 11Q: 3 clusters Score -105310.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -105343.539062 Penalty: 678.747375
	Iteration 12Q: 3 clusters Score -105343.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -105367.046875 Penalty: 678.747375
	Iteration 13Q: 3 clusters Score -105367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -105380.820312 Penalty: 678.747375
	Iteration 14Q: 3 clusters Score -105380.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -105391.031250 Penalty: 678.747375
	Iteration 15Q: 3 clusters Score -105391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -105395.046875 Penalty: 678.747375
	Iteration 16Q: 3 clusters Score -105395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -105396.632812 Penalty: 678.747375
	Iteration 17Q: 3 clusters Score -105396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -105398.531250 Penalty: 678.747375
	Iteration 18Q: 3 clusters Score -105398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -105399.273438 Penalty: 678.747375
	Iteration 19Q: 3 clusters Score -105399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -105399.765625 Penalty: 678.747375
	Iteration 20F: 3 clusters Score -105399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -105401.117188 Penalty: 678.747375
	Iteration 21Q: 3 clusters Score -105401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -105401.476562 Penalty: 678.747375
	Iteration 22Q: 3 clusters Score -105401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -105401.703125 Penalty: 678.747375
	Iteration 23Q: 3 clusters Score -105401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -105401.703125 Penalty: 678.747375
	Iteration 24F: 3 clusters Score -105401.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Entering Unmasked Estep 
Score: -2215504.500000 Penalty: 477.398438
	Iteration 0F: 2 clusters Score -2215504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2191480.500000 Penalty: 954.796875
	Iteration 0F: 3 clusters Score -2191480 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2202419.750000 Penalty: 954.796875
	Iteration 1F: 3 clusters Score -2202420 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2203876.000000 Penalty: 954.796875
	Iteration 2F: 3 clusters Score -2203876 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -2206153.250000 Penalty: 954.796875
	Iteration 3F: 3 clusters Score -2206153 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -2209262.250000 Penalty: 954.796875
	Iteration 4F: 3 clusters Score -2209262 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -2212151.500000 Penalty: 954.796875
	Iteration 5F: 3 clusters Score -2212152 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -2213905.250000 Penalty: 954.796875
	Iteration 6Q: 3 clusters Score -2213905 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -2214666.250000 Penalty: 954.796875
	Iteration 7Q: 3 clusters Score -2214666 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -2214943.750000 Penalty: 954.796875
	Iteration 8Q: 3 clusters Score -2214944 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -2215034.500000 Penalty: 954.796875
	Iteration 9Q: 3 clusters Score -2215034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -2215087.250000 Penalty: 954.796875
	Iteration 10Q: 3 clusters Score -2215087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -2215102.250000 Penalty: 954.796875
	Iteration 11Q: 3 clusters Score -2215102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -2215116.000000 Penalty: 954.796875
	Iteration 12Q: 3 clusters Score -2215116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -2215128.000000 Penalty: 954.796875
	Iteration 13Q: 3 clusters Score -2215128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -2215137.000000 Penalty: 954.796875
	Iteration 14Q: 3 clusters Score -2215137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -2215145.500000 Penalty: 954.796875
	Iteration 15Q: 3 clusters Score -2215146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -2215145.750000 Penalty: 954.796875
	Iteration 16Q: 3 clusters Score -2215146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -2215145.750000 Penalty: 954.796875
	Iteration 17Q: 3 clusters Score -2215146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -2215148.250000 Penalty: 954.796875
	Iteration 18Q: 3 clusters Score -2215148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -2215148.250000 Penalty: 954.796875
	Iteration 19Q: 3 clusters Score -2215148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -2215149.500000 Penalty: 954.796875
	Iteration 20F: 3 clusters Score -2215150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -2215156.500000 Penalty: 954.796875
	Iteration 21Q: 3 clusters Score -2215156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -2215167.000000 Penalty: 954.796875
	Iteration 22Q: 3 clusters Score -2215167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -2215179.250000 Penalty: 954.796875
	Iteration 23Q: 3 clusters Score -2215179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -2215181.500000 Penalty: 954.796875
	Iteration 24Q: 3 clusters Score -2215182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -2215184.000000 Penalty: 954.796875
	Iteration 25Q: 3 clusters Score -2215184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -2215189.750000 Penalty: 954.796875
	Iteration 26Q: 3 clusters Score -2215190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -2215192.250000 Penalty: 954.796875
	Iteration 27Q: 3 clusters Score -2215192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -2215198.250000 Penalty: 954.796875
	Iteration 28Q: 3 clusters Score -2215198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -2215200.750000 Penalty: 954.796875
	Iteration 29Q: 3 clusters Score -2215201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -2215203.250000 Penalty: 954.796875
	Iteration 30Q: 3 clusters Score -2215203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -2215204.750000 Penalty: 954.796875
	Iteration 31Q: 3 clusters Score -2215205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -2215207.250000 Penalty: 954.796875
	Iteration 32Q: 3 clusters Score -2215207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -2215206.250000 Penalty: 954.796875
	Iteration 33Q: 3 clusters Score -2215206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -2215206.500000 Penalty: 954.796875
	Iteration 34Q: 3 clusters Score -2215206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -2215209.000000 Penalty: 954.796875
	Iteration 35Q: 3 clusters Score -2215209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -2215208.500000 Penalty: 954.796875
	Iteration 36Q: 3 clusters Score -2215208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -2215208.500000 Penalty: 954.796875
	Iteration 37F: 3 clusters Score -2215208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -145122.687500 Penalty: 349.762146
	Iteration 0F: 2 clusters Score -145122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -143574.062500 Penalty: 699.524292
	Iteration 0F: 3 clusters Score -143574.1 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -144054.906250 Penalty: 699.524292
	Iteration 1F: 3 clusters Score -144054.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -144122.687500 Penalty: 699.524292
	Iteration 2F: 3 clusters Score -144122.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -144191.546875 Penalty: 699.524292
	Iteration 3F: 3 clusters Score -144191.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -144264.640625 Penalty: 699.524292
	Iteration 4F: 3 clusters Score -144264.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144337.218750 Penalty: 699.524292
	Iteration 5Q: 3 clusters Score -144337.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144435.843750 Penalty: 699.524292
	Iteration 6F: 3 clusters Score -144435.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -144531.328125 Penalty: 699.524292
	Iteration 7Q: 3 clusters Score -144531.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -144596.718750 Penalty: 699.524292
	Iteration 8Q: 3 clusters Score -144596.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -144659.390625 Penalty: 699.524292
	Iteration 9Q: 3 clusters Score -144659.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -144697.609375 Penalty: 699.524292
	Iteration 10Q: 3 clusters Score -144697.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -144728.609375 Penalty: 699.524292
	Iteration 11Q: 3 clusters Score -144728.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -144746.468750 Penalty: 699.524292
	Iteration 12Q: 3 clusters Score -144746.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -144754.968750 Penalty: 699.524292
	Iteration 13Q: 3 clusters Score -144755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -144762.875000 Penalty: 699.524292
	Iteration 14Q: 3 clusters Score -144762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -144770.750000 Penalty: 699.524292
	Iteration 15Q: 3 clusters Score -144770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -144777.578125 Penalty: 699.524292
	Iteration 16Q: 3 clusters Score -144777.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -144784.625000 Penalty: 699.524292
	Iteration 17Q: 3 clusters Score -144784.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -144793.546875 Penalty: 699.524292
	Iteration 18Q: 3 clusters Score -144793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -144798.890625 Penalty: 699.524292
	Iteration 19Q: 3 clusters Score -144798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -144803.343750 Penalty: 699.524292
	Iteration 20F: 3 clusters Score -144803.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -144805.906250 Penalty: 699.524292
	Iteration 21Q: 3 clusters Score -144805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -144806.937500 Penalty: 699.524292
	Iteration 22Q: 3 clusters Score -144806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -144808.265625 Penalty: 699.524292
	Iteration 23Q: 3 clusters Score -144808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -144809.765625 Penalty: 699.524292
	Iteration 24Q: 3 clusters Score -144809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -144812.125000 Penalty: 699.524292
	Iteration 25Q: 3 clusters Score -144812.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -144814.734375 Penalty: 699.524292
	Iteration 26Q: 3 clusters Score -144814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -144818.671875 Penalty: 699.524292
	Iteration 27Q: 3 clusters Score -144818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -144821.187500 Penalty: 699.524292
	Iteration 28Q: 3 clusters Score -144821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -144822.390625 Penalty: 699.524292
	Iteration 29Q: 3 clusters Score -144822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -144823.609375 Penalty: 699.524292
	Iteration 30Q: 3 clusters Score -144823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -144823.656250 Penalty: 699.524292
	Iteration 31Q: 3 clusters Score -144823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -144824.093750 Penalty: 699.524292
	Iteration 32Q: 3 clusters Score -144824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -144824.093750 Penalty: 699.524292
	Iteration 33F: 3 clusters Score -144824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Entering Unmasked Estep 
Score: -98719.296875 Penalty: 336.281342
	Iteration 0F: 2 clusters Score -98719.3 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 788 members 
Entering Unmasked Estep 
Score: -97506.429688 Penalty: 672.562683
	Iteration 0F: 3 clusters Score -97506.43 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -97873.976562 Penalty: 672.562683
	Iteration 1F: 3 clusters Score -97873.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -97943.031250 Penalty: 672.562683
	Iteration 2F: 3 clusters Score -97943.03 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97992.609375 Penalty: 672.562683
	Iteration 3F: 3 clusters Score -97992.61 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98035.398438 Penalty: 672.562683
	Iteration 4Q: 3 clusters Score -98035.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98091.625000 Penalty: 672.562683
	Iteration 5F: 3 clusters Score -98091.62 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98170.890625 Penalty: 672.562683
	Iteration 6F: 3 clusters Score -98170.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98234.664062 Penalty: 672.562683
	Iteration 7F: 3 clusters Score -98234.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -98288.289062 Penalty: 672.562683
	Iteration 8Q: 3 clusters Score -98288.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -98342.945312 Penalty: 672.562683
	Iteration 9Q: 3 clusters Score -98342.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -98379.687500 Penalty: 672.562683
	Iteration 10Q: 3 clusters Score -98379.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -98395.343750 Penalty: 672.562683
	Iteration 11Q: 3 clusters Score -98395.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -98402.023438 Penalty: 672.562683
	Iteration 12Q: 3 clusters Score -98402.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -98410.859375 Penalty: 672.562683
	Iteration 13Q: 3 clusters Score -98410.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -98417.234375 Penalty: 672.562683
	Iteration 14Q: 3 clusters Score -98417.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -98422.789062 Penalty: 672.562683
	Iteration 15Q: 3 clusters Score -98422.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -98424.257812 Penalty: 672.562683
	Iteration 16Q: 3 clusters Score -98424.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -98424.789062 Penalty: 672.562683
	Iteration 17Q: 3 clusters Score -98424.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -98424.789062 Penalty: 672.562683
	Iteration 18F: 3 clusters Score -98424.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18063.765625 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18063.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17747.470703 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -17747.47 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17856.634766 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -17856.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17928.078125 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -17928.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17972.273438 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -17972.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17994.650391 Penalty: 513.413574
	Iteration 4F: 3 clusters Score -17994.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18012.613281 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -18012.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18031.726562 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -18031.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18041.744141 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18041.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18050.724609 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18050.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18057.111328 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18057.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18057.880859 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18057.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18057.880859 Penalty: 513.413574
	Iteration 11F: 3 clusters Score -18057.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -6664.474121 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -6664.474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6437.602051 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -6437.602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6496.948242 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -6496.948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6502.748535 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -6502.749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6508.053711 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -6508.054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6509.146484 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -6509.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6509.146484 Penalty: 447.718262
	Iteration 5F: 3 clusters Score -6509.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 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 101 members 
Entering Unmasked Estep 
Score: -16609.861328 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16609.86 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16690.439453 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16690.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16708.167969 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -16708.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -16713.087891 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16713.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -16714.248047 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16714.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16716.580078 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16716.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16717.257812 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -16717.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16717.257812 Penalty: 502.088196
	Iteration 7F: 3 clusters Score -16717.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145156.468750 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -143426.625000 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143426.6 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -143997.015625 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -143997 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -144047.015625 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144047 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -144091.796875 Penalty: 708.689514
	Iteration 3Q: 3 clusters Score -144091.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -144140.390625 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -144140.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -144183.109375 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144183.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -144223.718750 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -144223.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -144248.312500 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144248.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -144267.250000 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144267.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -144282.859375 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144282.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -144301.156250 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144301.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -144331.656250 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144331.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -144372.781250 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144372.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -144429.375000 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144429.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -144467.859375 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144467.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -144502.453125 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144502.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -144529.953125 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -144548.031250 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -144556.796875 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144556.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -144564.984375 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -144571.281250 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144571.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -144575.671875 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -144575.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -144580.296875 Penalty: 708.689514
	Iteration 22Q: 3 clusters Score -144580.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -144583.937500 Penalty: 708.689514
	Iteration 23Q: 3 clusters Score -144583.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -144586.718750 Penalty: 708.689514
	Iteration 24Q: 3 clusters Score -144586.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -144590.906250 Penalty: 708.689514
	Iteration 25Q: 3 clusters Score -144590.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -144598.843750 Penalty: 708.689514
	Iteration 26Q: 3 clusters Score -144598.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -144604.015625 Penalty: 708.689514
	Iteration 27Q: 3 clusters Score -144604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -144607.421875 Penalty: 708.689514
	Iteration 28Q: 3 clusters Score -144607.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -144613.046875 Penalty: 708.689514
	Iteration 29Q: 3 clusters Score -144613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -144617.953125 Penalty: 708.689514
	Iteration 30Q: 3 clusters Score -144618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -144622.843750 Penalty: 708.689514
	Iteration 31Q: 3 clusters Score -144622.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -144626.500000 Penalty: 708.689514
	Iteration 32Q: 3 clusters Score -144626.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -144629.734375 Penalty: 708.689514
	Iteration 33Q: 3 clusters Score -144629.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -144642.328125 Penalty: 708.689514
	Iteration 34Q: 3 clusters Score -144642.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -144657.156250 Penalty: 708.689514
	Iteration 35Q: 3 clusters Score -144657.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -144664.734375 Penalty: 708.689514
	Iteration 36Q: 3 clusters Score -144664.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -144675.500000 Penalty: 708.689514
	Iteration 37Q: 3 clusters Score -144675.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -144688.312500 Penalty: 708.689514
	Iteration 38Q: 3 clusters Score -144688.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -144700.828125 Penalty: 708.689514
	Iteration 39Q: 3 clusters Score -144700.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -144709.828125 Penalty: 708.689514
	Iteration 40F: 3 clusters Score -144709.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -144713.328125 Penalty: 708.689514
	Iteration 41Q: 3 clusters Score -144713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -144715.656250 Penalty: 708.689514
	Iteration 42Q: 3 clusters Score -144715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -144719.906250 Penalty: 708.689514
	Iteration 43Q: 3 clusters Score -144719.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -144728.234375 Penalty: 708.689514
	Iteration 44Q: 3 clusters Score -144728.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -144736.437500 Penalty: 708.689514
	Iteration 45Q: 3 clusters Score -144736.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -144745.578125 Penalty: 708.689514
	Iteration 46Q: 3 clusters Score -144745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -144752.171875 Penalty: 708.689514
	Iteration 47Q: 3 clusters Score -144752.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -144757.875000 Penalty: 708.689514
	Iteration 48Q: 3 clusters Score -144757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -144760.546875 Penalty: 708.689514
	Iteration 49Q: 3 clusters Score -144760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -144763.312500 Penalty: 708.689514
	Iteration 50Q: 3 clusters Score -144763.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -144766.937500 Penalty: 708.689514
	Iteration 51Q: 3 clusters Score -144766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -144769.125000 Penalty: 708.689514
	Iteration 52Q: 3 clusters Score -144769.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -144773.171875 Penalty: 708.689514
	Iteration 53Q: 3 clusters Score -144773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -144775.828125 Penalty: 708.689514
	Iteration 54Q: 3 clusters Score -144775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -144777.250000 Penalty: 708.689514
	Iteration 55Q: 3 clusters Score -144777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -144779.031250 Penalty: 708.689514
	Iteration 56Q: 3 clusters Score -144779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -144782.953125 Penalty: 708.689514
	Iteration 57Q: 3 clusters Score -144783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -144785.859375 Penalty: 708.689514
	Iteration 58Q: 3 clusters Score -144785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -144786.953125 Penalty: 708.689514
	Iteration 59Q: 3 clusters Score -144787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -144787.453125 Penalty: 708.689514
	Iteration 60F: 3 clusters Score -144787.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -144787.921875 Penalty: 708.689514
	Iteration 61Q: 3 clusters Score -144787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -144788.859375 Penalty: 708.689514
	Iteration 62Q: 3 clusters Score -144788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -144791.500000 Penalty: 708.689514
	Iteration 63Q: 3 clusters Score -144791.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -144796.765625 Penalty: 708.689514
	Iteration 64Q: 3 clusters Score -144796.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -144801.359375 Penalty: 708.689514
	Iteration 65Q: 3 clusters Score -144801.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -144806.515625 Penalty: 708.689514
	Iteration 66Q: 3 clusters Score -144806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -144812.906250 Penalty: 708.689514
	Iteration 67Q: 3 clusters Score -144812.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -144821.953125 Penalty: 708.689514
	Iteration 68Q: 3 clusters Score -144822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -144828.203125 Penalty: 708.689514
	Iteration 69Q: 3 clusters Score -144828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -144828.843750 Penalty: 708.689514
	Iteration 70Q: 3 clusters Score -144828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -144829.937500 Penalty: 708.689514
	Iteration 71Q: 3 clusters Score -144829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -144829.937500 Penalty: 708.689514
	Iteration 72F: 3 clusters Score -144829.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 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 290 members 
Entering Unmasked Estep 
Score: -33659.113281 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33659.11 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33793.968750 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33793.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33826.562500 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33826.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33848.441406 Penalty: 578.247681
	Iteration 3F: 3 clusters Score -33848.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33862.058594 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -33862.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33873.781250 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -33873.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33877.222656 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -33877.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33880.910156 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -33880.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33885.453125 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -33885.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33889.609375 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -33889.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33894.507812 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -33894.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33897.773438 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -33897.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33904.070312 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -33904.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33912.246094 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -33912.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33915.023438 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -33915.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33918.804688 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -33918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33920.867188 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -33920.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33923.617188 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -33923.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33924.984375 Penalty: 578.247681
	Iteration 18Q: 3 clusters Score -33924.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33927.238281 Penalty: 578.247681
	Iteration 19Q: 3 clusters Score -33927.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33929.875000 Penalty: 578.247681
	Iteration 20F: 3 clusters Score -33929.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33933.687500 Penalty: 578.247681
	Iteration 21Q: 3 clusters Score -33933.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33935.453125 Penalty: 578.247681
	Iteration 22Q: 3 clusters Score -33935.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33936.183594 Penalty: 578.247681
	Iteration 23Q: 3 clusters Score -33936.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33937.097656 Penalty: 578.247681
	Iteration 24Q: 3 clusters Score -33937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33937.765625 Penalty: 578.247681
	Iteration 25Q: 3 clusters Score -33937.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33938.179688 Penalty: 578.247681
	Iteration 26Q: 3 clusters Score -33938.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33938.261719 Penalty: 578.247681
	Iteration 27Q: 3 clusters Score -33938.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33938.796875 Penalty: 578.247681
	Iteration 28Q: 3 clusters Score -33938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33939.179688 Penalty: 578.247681
	Iteration 29Q: 3 clusters Score -33939.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33940.824219 Penalty: 578.247681
	Iteration 30Q: 3 clusters Score -33940.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33942.117188 Penalty: 578.247681
	Iteration 31Q: 3 clusters Score -33942.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33942.792969 Penalty: 578.247681
	Iteration 32Q: 3 clusters Score -33942.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33943.089844 Penalty: 578.247681
	Iteration 33Q: 3 clusters Score -33943.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33943.156250 Penalty: 578.247681
	Iteration 34Q: 3 clusters Score -33943.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33943.156250 Penalty: 578.247681
	Iteration 35F: 3 clusters Score -33943.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -7054.166504 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -7054.167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6818.554199 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -6818.554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6925.500977 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -6925.501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6987.817383 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -6987.817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7017.029297 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -7017.029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7026.922852 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -7026.923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7032.215820 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -7032.216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7032.215820 Penalty: 461.840820
	Iteration 6F: 3 clusters Score -7032.216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 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 77 members 
Entering Unmasked Estep 
Score: -9616.684570 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9616.685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9680.405273 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9680.405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9739.422852 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9739.423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9760.918945 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -9760.919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9764.257812 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9764.258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9768.650391 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9768.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9772.806641 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9772.807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9773.697266 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9773.697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9773.697266 Penalty: 469.474030
	Iteration 8F: 3 clusters Score -9773.697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 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 250 members 
Entering Unmasked Estep 
Score: -30541.054688 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30541.05 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30706.207031 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30706.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30739.957031 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30739.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30762.328125 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -30762.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30782.304688 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30782.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30790.429688 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30790.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30791.404297 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30792.708984 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30792.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30794.042969 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30794.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30794.847656 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30794.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30795.542969 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30795.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30795.839844 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -30795.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30796.531250 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -30796.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30796.888672 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -30796.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30798.753906 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -30798.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30799.263672 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -30799.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30799.263672 Penalty: 569.969238
	Iteration 16F: 3 clusters Score -30799.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -21083.681641 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -21083.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20609.941406 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -20609.94 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20716.384766 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -20716.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20780.759766 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -20780.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20809.271484 Penalty: 558.533203
	Iteration 3F: 3 clusters Score -20809.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20824.380859 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -20824.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20835.128906 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -20835.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20844.814453 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -20844.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20850.925781 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -20850.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20855.226562 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -20855.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20859.154297 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -20859.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20865.955078 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -20865.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20870.707031 Penalty: 558.533203
	Iteration 11Q: 3 clusters Score -20870.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20871.650391 Penalty: 558.533203
	Iteration 12Q: 3 clusters Score -20871.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20872.251953 Penalty: 558.533203
	Iteration 13Q: 3 clusters Score -20872.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20872.490234 Penalty: 558.533203
	Iteration 14Q: 3 clusters Score -20872.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20872.611328 Penalty: 558.533203
	Iteration 15Q: 3 clusters Score -20872.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20874.021484 Penalty: 558.533203
	Iteration 16Q: 3 clusters Score -20874.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20875.695312 Penalty: 558.533203
	Iteration 17Q: 3 clusters Score -20875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20876.912109 Penalty: 558.533203
	Iteration 18Q: 3 clusters Score -20876.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20877.634766 Penalty: 558.533203
	Iteration 19Q: 3 clusters Score -20877.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20878.802734 Penalty: 558.533203
	Iteration 20F: 3 clusters Score -20878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20880.251953 Penalty: 558.533203
	Iteration 21Q: 3 clusters Score -20880.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20881.732422 Penalty: 558.533203
	Iteration 22Q: 3 clusters Score -20881.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20882.349609 Penalty: 558.533203
	Iteration 23Q: 3 clusters Score -20882.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20883.005859 Penalty: 558.533203
	Iteration 24Q: 3 clusters Score -20883.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20883.224609 Penalty: 558.533203
	Iteration 25Q: 3 clusters Score -20883.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20883.501953 Penalty: 558.533203
	Iteration 26Q: 3 clusters Score -20883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20883.501953 Penalty: 558.533203
	Iteration 27F: 3 clusters Score -20883.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -54617.867188 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -54617.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53970.347656 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -53970.35 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54264.625000 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -54264.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54376.320312 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -54376.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54475.394531 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -54475.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54526.449219 Penalty: 606.693054
	Iteration 4F: 3 clusters Score -54526.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54553.535156 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -54553.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54574.242188 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -54574.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54597.289062 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -54597.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54622.128906 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -54622.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -54634.054688 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -54634.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -54641.593750 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -54641.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -54650.093750 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -54650.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -54659.027344 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -54659.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -54662.667969 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -54662.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54666.269531 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -54666.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54668.882812 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -54668.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -54671.199219 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -54671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -54671.941406 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -54671.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54672.324219 Penalty: 606.693054
	Iteration 18Q: 3 clusters Score -54672.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -54672.324219 Penalty: 606.693054
	Iteration 19F: 3 clusters Score -54672.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 357 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 429 members 
Entering Unmasked Estep 
Score: -14140899.000000 Penalty: 62414.183594
Splitting cluster 34 changes total score from -14141117.000000 to -14140899.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 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 226 members 
Entering Unmasked Estep 
Score: -22296.468750 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22296.47 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22390.333984 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22390.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22410.814453 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22410.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22423.960938 Penalty: 545.903259
	Iteration 3Q: 3 clusters Score -22423.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22441.095703 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22441.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22459.281250 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22459.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22488.234375 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22488.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22546.345703 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22546.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22588.560547 Penalty: 545.903259
	Iteration 8F: 3 clusters Score -22588.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22620.263672 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22620.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22635.382812 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22635.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22642.720703 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -22642.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22648.101562 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -22648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22649.201172 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -22649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22649.201172 Penalty: 545.903259
	Iteration 14F: 3 clusters Score -22649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4625.558594 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4625.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4377.161621 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4377.162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4510.375000 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4510.375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4624.666992 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -4624.667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4687.443359 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -4687.443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4708.422852 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -4708.423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4730.456055 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -4730.456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4730.456055 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -4730.456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 107 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 47 members 
Entering Unmasked Estep 
Score: -14140874.000000 Penalty: 62414.183594
Splitting cluster 36 changes total score from -14141117.000000 to -14140874.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -44121.339844 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -44121.34 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 328 members 
Entering Unmasked Estep 
Score: -43566.882812 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -43566.88 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43745.277344 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -43745.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43839.015625 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -43839.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43916.046875 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -43916.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43954.632812 Penalty: 588.842773
	Iteration 4F: 3 clusters Score -43954.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43999.062500 Penalty: 588.842773
	Iteration 5F: 3 clusters Score -43999.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44026.628906 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -44026.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44043.042969 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -44043.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44059.031250 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -44059.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44072.335938 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -44072.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44077.855469 Penalty: 588.842773
	Iteration 10Q: 3 clusters Score -44077.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44080.125000 Penalty: 588.842773
	Iteration 11Q: 3 clusters Score -44080.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44082.066406 Penalty: 588.842773
	Iteration 12Q: 3 clusters Score -44082.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -44086.769531 Penalty: 588.842773
	Iteration 13Q: 3 clusters Score -44086.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -44089.535156 Penalty: 588.842773
	Iteration 14Q: 3 clusters Score -44089.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -44094.707031 Penalty: 588.842773
	Iteration 15Q: 3 clusters Score -44094.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -44103.886719 Penalty: 588.842773
	Iteration 16Q: 3 clusters Score -44103.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44112.332031 Penalty: 588.842773
	Iteration 17Q: 3 clusters Score -44112.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44115.980469 Penalty: 588.842773
	Iteration 18Q: 3 clusters Score -44115.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -44116.125000 Penalty: 588.842773
	Iteration 19Q: 3 clusters Score -44116.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44116.355469 Penalty: 588.842773
	Iteration 20F: 3 clusters Score -44116.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -44116.687500 Penalty: 588.842773
	Iteration 21Q: 3 clusters Score -44116.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -44117.164062 Penalty: 588.842773
	Iteration 22Q: 3 clusters Score -44117.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44117.257812 Penalty: 588.842773
	Iteration 23Q: 3 clusters Score -44117.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -44117.257812 Penalty: 588.842773
	Iteration 24F: 3 clusters Score -44117.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8292.152344 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8292.152 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 88 members 
Entering Unmasked Estep 
Score: -8029.860352 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8029.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8085.817871 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8085.818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8103.428711 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8103.429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8120.939453 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8120.939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8130.351074 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8130.351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8135.227051 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -8135.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8135.850098 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -8135.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8137.244629 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -8137.245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8137.244629 Penalty: 473.564606
	Iteration 8F: 3 clusters Score -8137.245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -138388.937500 Penalty: 353.965759
	Iteration 0F: 2 clusters Score -138388.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -136701.765625 Penalty: 707.931519
	Iteration 0F: 3 clusters Score -136701.8 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -137325.312500 Penalty: 707.931519
	Iteration 1F: 3 clusters Score -137325.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -137481.109375 Penalty: 707.931519
	Iteration 2F: 3 clusters Score -137481.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -137698.843750 Penalty: 707.931519
	Iteration 3F: 3 clusters Score -137698.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -137930.953125 Penalty: 707.931519
	Iteration 4F: 3 clusters Score -137931 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -138115.359375 Penalty: 707.931519
	Iteration 5F: 3 clusters Score -138115.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -138223.671875 Penalty: 707.931519
	Iteration 6F: 3 clusters Score -138223.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -138275.484375 Penalty: 707.931519
	Iteration 7Q: 3 clusters Score -138275.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -138301.812500 Penalty: 707.931519
	Iteration 8Q: 3 clusters Score -138301.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -138319.546875 Penalty: 707.931519
	Iteration 9Q: 3 clusters Score -138319.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -138331.718750 Penalty: 707.931519
	Iteration 10Q: 3 clusters Score -138331.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -138345.406250 Penalty: 707.931519
	Iteration 11Q: 3 clusters Score -138345.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -138356.312500 Penalty: 707.931519
	Iteration 12Q: 3 clusters Score -138356.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -138364.562500 Penalty: 707.931519
	Iteration 13Q: 3 clusters Score -138364.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -138368.625000 Penalty: 707.931519
	Iteration 14Q: 3 clusters Score -138368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -138370.562500 Penalty: 707.931519
	Iteration 15Q: 3 clusters Score -138370.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -138371.906250 Penalty: 707.931519
	Iteration 16Q: 3 clusters Score -138371.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -138373.031250 Penalty: 707.931519
	Iteration 17Q: 3 clusters Score -138373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -138374.609375 Penalty: 707.931519
	Iteration 18Q: 3 clusters Score -138374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -138375.843750 Penalty: 707.931519
	Iteration 19Q: 3 clusters Score -138375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -138377.671875 Penalty: 707.931519
	Iteration 20F: 3 clusters Score -138377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -138378.421875 Penalty: 707.931519
	Iteration 21Q: 3 clusters Score -138378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -138378.421875 Penalty: 707.931519
	Iteration 22F: 3 clusters Score -138378.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Entering Unmasked Estep 
Score: -1416567.625000 Penalty: 442.515564
	Iteration 0F: 2 clusters Score -1416568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1407948.125000 Penalty: 885.031128
	Iteration 0F: 3 clusters Score -1407948 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1412611.875000 Penalty: 885.031128
	Iteration 1F: 3 clusters Score -1412612 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1412880.250000 Penalty: 885.031128
	Iteration 2F: 3 clusters Score -1412880 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1413257.125000 Penalty: 885.031128
	Iteration 3F: 3 clusters Score -1413257 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1413864.750000 Penalty: 885.031128
	Iteration 4F: 3 clusters Score -1413865 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1414679.375000 Penalty: 885.031128
	Iteration 5F: 3 clusters Score -1414679 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1415329.250000 Penalty: 885.031128
	Iteration 6F: 3 clusters Score -1415329 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1415654.625000 Penalty: 885.031128
	Iteration 7Q: 3 clusters Score -1415655 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1415753.750000 Penalty: 885.031128
	Iteration 8Q: 3 clusters Score -1415754 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1415792.250000 Penalty: 885.031128
	Iteration 9Q: 3 clusters Score -1415792 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1415803.125000 Penalty: 885.031128
	Iteration 10Q: 3 clusters Score -1415803 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1415804.750000 Penalty: 885.031128
	Iteration 11Q: 3 clusters Score -1415805 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1415805.625000 Penalty: 885.031128
	Iteration 12Q: 3 clusters Score -1415806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1415808.375000 Penalty: 885.031128
	Iteration 13Q: 3 clusters Score -1415808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1415799.750000 Penalty: 885.031128
	Iteration 14Q: 3 clusters Score -1415800 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1415816.125000 Penalty: 885.031128
	Iteration 15Q: 3 clusters Score -1415816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1415821.125000 Penalty: 885.031128
	Iteration 16Q: 3 clusters Score -1415821 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1415819.750000 Penalty: 885.031128
	Iteration 17Q: 3 clusters Score -1415820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1415821.500000 Penalty: 885.031128
	Iteration 18Q: 3 clusters Score -1415822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1415832.625000 Penalty: 885.031128
	Iteration 19Q: 3 clusters Score -1415833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1415840.750000 Penalty: 885.031128
	Iteration 20F: 3 clusters Score -1415841 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1415853.000000 Penalty: 885.031128
	Iteration 21Q: 3 clusters Score -1415853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1415853.500000 Penalty: 885.031128
	Iteration 22Q: 3 clusters Score -1415854 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1415863.875000 Penalty: 885.031128
	Iteration 23Q: 3 clusters Score -1415864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1415862.375000 Penalty: 885.031128
	Iteration 24Q: 3 clusters Score -1415862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1415868.125000 Penalty: 885.031128
	Iteration 25Q: 3 clusters Score -1415868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1415864.000000 Penalty: 885.031128
	Iteration 26Q: 3 clusters Score -1415864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1415862.250000 Penalty: 885.031128
	Iteration 27Q: 3 clusters Score -1415862 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1415863.625000 Penalty: 885.031128
	Iteration 28Q: 3 clusters Score -1415864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1415858.875000 Penalty: 885.031128
	Iteration 29Q: 3 clusters Score -1415859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1415837.500000 Penalty: 885.031128
	Iteration 30Q: 3 clusters Score -1415838 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1415826.125000 Penalty: 885.031128
	Iteration 31Q: 3 clusters Score -1415826 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1415800.375000 Penalty: 885.031128
	Iteration 32Q: 3 clusters Score -1415800 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1415792.250000 Penalty: 885.031128
	Iteration 33Q: 3 clusters Score -1415792 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1415777.500000 Penalty: 885.031128
	Iteration 34Q: 3 clusters Score -1415778 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1415773.125000 Penalty: 885.031128
	Iteration 35Q: 3 clusters Score -1415773 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1415766.750000 Penalty: 885.031128
	Iteration 36Q: 3 clusters Score -1415767 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1415752.250000 Penalty: 885.031128
	Iteration 37Q: 3 clusters Score -1415752 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1415750.375000 Penalty: 885.031128
	Iteration 38Q: 3 clusters Score -1415750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1415741.625000 Penalty: 885.031128
	Iteration 39Q: 3 clusters Score -1415742 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1415738.375000 Penalty: 885.031128
	Iteration 40F: 3 clusters Score -1415738 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1415736.750000 Penalty: 885.031128
	Iteration 41Q: 3 clusters Score -1415737 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1415736.375000 Penalty: 885.031128
	Iteration 42Q: 3 clusters Score -1415736 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1415747.375000 Penalty: 885.031128
	Iteration 43Q: 3 clusters Score -1415747 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1415758.000000 Penalty: 885.031128
	Iteration 44Q: 3 clusters Score -1415758 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1415771.500000 Penalty: 885.031128
	Iteration 45Q: 3 clusters Score -1415772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1415766.625000 Penalty: 885.031128
	Iteration 46Q: 3 clusters Score -1415767 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1415769.125000 Penalty: 885.031128
	Iteration 47Q: 3 clusters Score -1415769 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1415773.625000 Penalty: 885.031128
	Iteration 48Q: 3 clusters Score -1415774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1415788.375000 Penalty: 885.031128
	Iteration 49Q: 3 clusters Score -1415788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1415798.875000 Penalty: 885.031128
	Iteration 50Q: 3 clusters Score -1415799 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1415804.500000 Penalty: 885.031128
	Iteration 51Q: 3 clusters Score -1415804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1415816.500000 Penalty: 885.031128
	Iteration 52Q: 3 clusters Score -1415816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1415832.625000 Penalty: 885.031128
	Iteration 53Q: 3 clusters Score -1415833 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1415837.500000 Penalty: 885.031128
	Iteration 54Q: 3 clusters Score -1415838 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1415840.375000 Penalty: 885.031128
	Iteration 55Q: 3 clusters Score -1415840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1415844.500000 Penalty: 885.031128
	Iteration 56Q: 3 clusters Score -1415844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1415852.125000 Penalty: 885.031128
	Iteration 57Q: 3 clusters Score -1415852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1415841.875000 Penalty: 885.031128
	Iteration 58Q: 3 clusters Score -1415842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1415858.375000 Penalty: 885.031128
	Iteration 59Q: 3 clusters Score -1415858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1415855.750000 Penalty: 885.031128
	Iteration 60F: 3 clusters Score -1415856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1415843.250000 Penalty: 885.031128
	Iteration 61Q: 3 clusters Score -1415843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1415846.250000 Penalty: 885.031128
	Iteration 62Q: 3 clusters Score -1415846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1415854.625000 Penalty: 885.031128
	Iteration 63Q: 3 clusters Score -1415855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1415848.250000 Penalty: 885.031128
	Iteration 64Q: 3 clusters Score -1415848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1415849.000000 Penalty: 885.031128
	Iteration 65Q: 3 clusters Score -1415849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1415849.500000 Penalty: 885.031128
	Iteration 66Q: 3 clusters Score -1415850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1415849.625000 Penalty: 885.031128
	Iteration 67Q: 3 clusters Score -1415850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1415843.750000 Penalty: 885.031128
	Iteration 68Q: 3 clusters Score -1415844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1415846.250000 Penalty: 885.031128
	Iteration 69Q: 3 clusters Score -1415846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1415847.625000 Penalty: 885.031128
	Iteration 70Q: 3 clusters Score -1415848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1415846.875000 Penalty: 885.031128
	Iteration 71Q: 3 clusters Score -1415847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1415837.875000 Penalty: 885.031128
	Iteration 72Q: 3 clusters Score -1415838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1415839.500000 Penalty: 885.031128
	Iteration 73Q: 3 clusters Score -1415840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1415841.875000 Penalty: 885.031128
	Iteration 74Q: 3 clusters Score -1415842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1415831.750000 Penalty: 885.031128
	Iteration 75Q: 3 clusters Score -1415832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1415831.375000 Penalty: 885.031128
	Iteration 76Q: 3 clusters Score -1415831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1415833.500000 Penalty: 885.031128
	Iteration 77Q: 3 clusters Score -1415834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1415829.500000 Penalty: 885.031128
	Iteration 78Q: 3 clusters Score -1415830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1415827.125000 Penalty: 885.031128
	Iteration 79Q: 3 clusters Score -1415827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1415822.375000 Penalty: 885.031128
	Iteration 80F: 3 clusters Score -1415822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1415828.125000 Penalty: 885.031128
	Iteration 81Q: 3 clusters Score -1415828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1415824.625000 Penalty: 885.031128
	Iteration 82Q: 3 clusters Score -1415825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1415821.875000 Penalty: 885.031128
	Iteration 83Q: 3 clusters Score -1415822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1415817.750000 Penalty: 885.031128
	Iteration 84Q: 3 clusters Score -1415818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1415816.125000 Penalty: 885.031128
	Iteration 85Q: 3 clusters Score -1415816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1415813.875000 Penalty: 885.031128
	Iteration 86Q: 3 clusters Score -1415814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1415812.500000 Penalty: 885.031128
	Iteration 87Q: 3 clusters Score -1415812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1415817.625000 Penalty: 885.031128
	Iteration 88Q: 3 clusters Score -1415818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1415812.375000 Penalty: 885.031128
	Iteration 89Q: 3 clusters Score -1415812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1415810.500000 Penalty: 885.031128
	Iteration 90Q: 3 clusters Score -1415810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1415808.750000 Penalty: 885.031128
	Iteration 91Q: 3 clusters Score -1415809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1415809.500000 Penalty: 885.031128
	Iteration 92Q: 3 clusters Score -1415810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1415812.500000 Penalty: 885.031128
	Iteration 93Q: 3 clusters Score -1415812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1415811.250000 Penalty: 885.031128
	Iteration 94Q: 3 clusters Score -1415811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1415809.625000 Penalty: 885.031128
	Iteration 95Q: 3 clusters Score -1415810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1415810.125000 Penalty: 885.031128
	Iteration 96Q: 3 clusters Score -1415810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1415804.750000 Penalty: 885.031128
	Iteration 97Q: 3 clusters Score -1415805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1415805.500000 Penalty: 885.031128
	Iteration 98Q: 3 clusters Score -1415806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1415804.375000 Penalty: 885.031128
	Iteration 99Q: 3 clusters Score -1415804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1415803.125000 Penalty: 885.031128
	Iteration 100F: 3 clusters Score -1415803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1415804.125000 Penalty: 885.031128
	Iteration 101Q: 3 clusters Score -1415804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1415805.375000 Penalty: 885.031128
	Iteration 102Q: 3 clusters Score -1415805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1415807.250000 Penalty: 885.031128
	Iteration 103Q: 3 clusters Score -1415807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1415808.125000 Penalty: 885.031128
	Iteration 104Q: 3 clusters Score -1415808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1415807.500000 Penalty: 885.031128
	Iteration 105Q: 3 clusters Score -1415808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1415807.500000 Penalty: 885.031128
	Iteration 106F: 3 clusters Score -1415808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -114259.710938 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114259.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -114743.976562 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114744 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -114842.890625 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114842.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114924.523438 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114924.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115002.093750 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -115002.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115069.023438 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -115069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -115141.843750 Penalty: 685.468750
	Iteration 6F: 3 clusters Score -115141.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -115204.703125 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -115204.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -115255.257812 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -115255.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -115286.695312 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -115286.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -115300.023438 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -115306.562500 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115306.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -115313.632812 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -115318.648438 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115318.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -115323.789062 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -115329.992188 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -115332.804688 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -115332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -115333.570312 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -115333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -115333.570312 Penalty: 685.468750
	Iteration 18F: 3 clusters Score -115333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -46726.902344 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -46726.9 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 421 members 
Entering Unmasked Estep 
Score: -46025.652344 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -46025.65 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46234.941406 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -46234.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -46277.449219 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -46277.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -46308.082031 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -46308.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -46321.765625 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -46321.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46329.093750 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -46329.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46336.984375 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -46336.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -46351.042969 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -46351.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46368.390625 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -46368.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -46385.074219 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -46385.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -46392.992188 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -46392.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -46398.941406 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -46398.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -46410.019531 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -46410.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -46417.250000 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -46417.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -46420.312500 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -46420.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -46423.238281 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -46423.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -46425.910156 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -46425.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -46427.507812 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -46427.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -46428.984375 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -46428.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -46429.609375 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -46429.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -46430.777344 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -46430.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -46431.394531 Penalty: 612.739563
	Iteration 21Q: 3 clusters Score -46431.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -46431.675781 Penalty: 612.739563
	Iteration 22Q: 3 clusters Score -46431.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -46431.843750 Penalty: 612.739563
	Iteration 23Q: 3 clusters Score -46431.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -46432.156250 Penalty: 612.739563
	Iteration 24Q: 3 clusters Score -46432.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -46432.156250 Penalty: 612.739563
	Iteration 25F: 3 clusters Score -46432.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -9067.867188 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -9067.867 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 71 members 
Entering Unmasked Estep 
Score: -8796.751953 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -8796.752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8846.491211 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -8846.491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8860.624023 Penalty: 465.190857
	Iteration 2Q: 3 clusters Score -8860.624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8869.991211 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -8869.991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8885.765625 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -8885.766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8917.094727 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -8917.095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8919.890625 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -8919.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8921.248047 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -8921.248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8930.195312 Penalty: 465.190857
	Iteration 8Q: 3 clusters Score -8930.195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8935.406250 Penalty: 465.190857
	Iteration 9Q: 3 clusters Score -8935.406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8937.058594 Penalty: 465.190857
	Iteration 10Q: 3 clusters Score -8937.059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8937.058594 Penalty: 465.190857
	Iteration 11F: 3 clusters Score -8937.059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20605.400391 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20605.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20757.753906 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20757.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20821.128906 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -20821.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20897.787109 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -20897.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20942.570312 Penalty: 546.128723
	Iteration 4F: 3 clusters Score -20942.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20974.173828 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -20974.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20989.246094 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -20989.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21022.310547 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -21022.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21050.744141 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -21050.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21055.626953 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -21055.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21056.146484 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -21056.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21056.146484 Penalty: 546.128723
	Iteration 11F: 3 clusters Score -21056.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 195 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 209 members 
Entering Unmasked Estep 
Score: -14140835.000000 Penalty: 62414.183594
Splitting cluster 44 changes total score from -14141117.000000 to -14140835.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5360.188477 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5360.188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5415.809570 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5415.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5438.902832 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5438.903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5452.161133 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5452.161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5471.045410 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5471.045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5501.843750 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5501.844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5516.688477 Penalty: 432.576691
	Iteration 6F: 3 clusters Score -5516.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5521.344238 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -5521.344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5521.344238 Penalty: 432.576691
	Iteration 8F: 3 clusters Score -5521.344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 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 163 members 
Entering Unmasked Estep 
Score: -21661.027344 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21661.03 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21781.332031 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21781.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21819.605469 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21819.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21875.554688 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -21875.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21911.310547 Penalty: 535.887878
	Iteration 4F: 3 clusters Score -21911.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21940.833984 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21940.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21953.554688 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21953.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21960.480469 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21960.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21965.445312 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -21965.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21967.154297 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -21967.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21972.388672 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -21972.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -21974.425781 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -21974.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -21974.425781 Penalty: 535.887878
	Iteration 12F: 3 clusters Score -21974.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -116175.078125 Penalty: 344.689087
	Iteration 0F: 2 clusters Score -116175.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -114794.523438 Penalty: 689.378174
	Iteration 0F: 3 clusters Score -114794.5 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -115342.304688 Penalty: 689.378174
	Iteration 1F: 3 clusters Score -115342.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -115422.984375 Penalty: 689.378174
	Iteration 2F: 3 clusters Score -115423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -115497.015625 Penalty: 689.378174
	Iteration 3F: 3 clusters Score -115497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -115566.367188 Penalty: 689.378174
	Iteration 4F: 3 clusters Score -115566.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -115615.171875 Penalty: 689.378174
	Iteration 5Q: 3 clusters Score -115615.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -115671.234375 Penalty: 689.378174
	Iteration 6Q: 3 clusters Score -115671.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -115732.078125 Penalty: 689.378174
	Iteration 7Q: 3 clusters Score -115732.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -115789.164062 Penalty: 689.378174
	Iteration 8Q: 3 clusters Score -115789.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -115850.453125 Penalty: 689.378174
	Iteration 9Q: 3 clusters Score -115850.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -115902.781250 Penalty: 689.378174
	Iteration 10Q: 3 clusters Score -115902.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -115930.765625 Penalty: 689.378174
	Iteration 11Q: 3 clusters Score -115930.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -115955.250000 Penalty: 689.378174
	Iteration 12Q: 3 clusters Score -115955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -115968.734375 Penalty: 689.378174
	Iteration 13Q: 3 clusters Score -115968.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -115977.976562 Penalty: 689.378174
	Iteration 14Q: 3 clusters Score -115978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -115980.890625 Penalty: 689.378174
	Iteration 15Q: 3 clusters Score -115980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -115983.203125 Penalty: 689.378174
	Iteration 16Q: 3 clusters Score -115983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -115983.640625 Penalty: 689.378174
	Iteration 17Q: 3 clusters Score -115983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -115983.640625 Penalty: 689.378174
	Iteration 18F: 3 clusters Score -115983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14279.938477 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14279.94 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 117 members 
Entering Unmasked Estep 
Score: -13976.922852 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -13976.92 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14090.462891 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14090.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14151.593750 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14151.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14181.244141 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -14181.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14192.546875 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14192.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14201.647461 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14201.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14205.988281 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14205.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14208.080078 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14208.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14209.651367 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14209.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14210.995117 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -14211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14213.472656 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -14213.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14213.800781 Penalty: 489.570648
	Iteration 11Q: 3 clusters Score -14213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14213.800781 Penalty: 489.570648
	Iteration 12F: 3 clusters Score -14213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -28220.345703 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -28220.35 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 238 members 
Entering Unmasked Estep 
Score: -27714.054688 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27714.05 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27853.603516 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27853.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27898.386719 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27898.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27926.423828 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -27926.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27946.623047 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27946.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27954.185547 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27954.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27955.765625 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -27955.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27958.824219 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -27958.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27964.113281 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -27964.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27967.742188 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -27967.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27971.552734 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -27971.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27976.275391 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -27976.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27980.898438 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -27980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27983.656250 Penalty: 566.434814
	Iteration 13Q: 3 clusters Score -27983.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27986.943359 Penalty: 566.434814
	Iteration 14Q: 3 clusters Score -27986.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27989.128906 Penalty: 566.434814
	Iteration 15Q: 3 clusters Score -27989.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27990.416016 Penalty: 566.434814
	Iteration 16Q: 3 clusters Score -27990.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27991.601562 Penalty: 566.434814
	Iteration 17Q: 3 clusters Score -27991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27992.367188 Penalty: 566.434814
	Iteration 18Q: 3 clusters Score -27992.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27992.367188 Penalty: 566.434814
	Iteration 19F: 3 clusters Score -27992.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14622.604492 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14622.6 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 140 members 
Entering Unmasked Estep 
Score: -14285.762695 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14285.76 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14379.717773 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14379.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14408.671875 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14408.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14423.272461 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14423.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14429.154297 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14429.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14435.807617 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14435.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14441.415039 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14441.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14442.979492 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14442.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14443.862305 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14443.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14444.673828 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14444.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14446.559570 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14446.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14449.929688 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14449.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14455.444336 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -14455.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14460.623047 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -14460.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14464.001953 Penalty: 511.126190
	Iteration 14Q: 3 clusters Score -14464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14467.938477 Penalty: 511.126190
	Iteration 15Q: 3 clusters Score -14467.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14468.848633 Penalty: 511.126190
	Iteration 16Q: 3 clusters Score -14468.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14468.848633 Penalty: 511.126190
	Iteration 17F: 3 clusters Score -14468.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 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 166 members 
Entering Unmasked Estep 
Score: -20672.574219 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20672.57 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20816.005859 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20816.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20848.203125 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20848.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20865.957031 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -20865.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20870.800781 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20872.339844 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20872.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20873.205078 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20873.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20877.298828 Penalty: 529.897156
	Iteration 7Q: 3 clusters Score -20877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20879.347656 Penalty: 529.897156
	Iteration 8Q: 3 clusters Score -20879.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20881.746094 Penalty: 529.897156
	Iteration 9Q: 3 clusters Score -20881.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20883.853516 Penalty: 529.897156
	Iteration 10Q: 3 clusters Score -20883.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20886.011719 Penalty: 529.897156
	Iteration 11Q: 3 clusters Score -20886.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20887.841797 Penalty: 529.897156
	Iteration 12Q: 3 clusters Score -20887.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20890.125000 Penalty: 529.897156
	Iteration 13Q: 3 clusters Score -20890.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20891.644531 Penalty: 529.897156
	Iteration 14Q: 3 clusters Score -20891.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20891.644531 Penalty: 529.897156
	Iteration 15F: 3 clusters Score -20891.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6216.416016 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6216.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5972.474121 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5972.474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6049.543945 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6049.544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6088.591797 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6088.592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6104.036133 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6104.036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6114.221680 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6114.222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6127.244629 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6127.245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6133.926758 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6133.927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6137.844238 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6137.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6141.214844 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -6141.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6144.315918 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -6144.316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6145.824707 Penalty: 447.051605
	Iteration 10Q: 3 clusters Score -6145.825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6145.824707 Penalty: 447.051605
	Iteration 11F: 3 clusters Score -6145.825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -61740.398438 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -61740.4 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 522 members 
Entering Unmasked Estep 
Score: -60890.175781 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -60890.18 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -61117.808594 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -61117.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -61151.296875 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -61151.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61173.636719 Penalty: 631.648315
	Iteration 3Q: 3 clusters Score -61173.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61193.839844 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -61193.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -61215.894531 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -61215.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61246.726562 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -61246.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61273.988281 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -61273.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61291.390625 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -61291.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61307.660156 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -61307.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61317.199219 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -61317.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61327.925781 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -61327.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61336.476562 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -61336.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61342.300781 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -61342.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61350.945312 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -61350.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61358.375000 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -61358.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61365.527344 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -61365.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61376.886719 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -61376.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61384.156250 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -61384.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61385.382812 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -61385.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61386.648438 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -61386.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61388.039062 Penalty: 631.648315
	Iteration 21Q: 3 clusters Score -61388.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61391.617188 Penalty: 631.648315
	Iteration 22Q: 3 clusters Score -61391.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61396.722656 Penalty: 631.648315
	Iteration 23Q: 3 clusters Score -61396.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61403.757812 Penalty: 631.648315
	Iteration 24Q: 3 clusters Score -61403.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61410.015625 Penalty: 631.648315
	Iteration 25Q: 3 clusters Score -61410.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61416.382812 Penalty: 631.648315
	Iteration 26Q: 3 clusters Score -61416.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61418.800781 Penalty: 631.648315
	Iteration 27Q: 3 clusters Score -61418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61419.953125 Penalty: 631.648315
	Iteration 28Q: 3 clusters Score -61419.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61421.312500 Penalty: 631.648315
	Iteration 29Q: 3 clusters Score -61421.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61421.808594 Penalty: 631.648315
	Iteration 30Q: 3 clusters Score -61421.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61421.808594 Penalty: 631.648315
	Iteration 31F: 3 clusters Score -61421.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (17120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Entering Unmasked Estep 
Score: -1089666.125000 Penalty: 443.534149
	Iteration 0F: 2 clusters Score -1089666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1078249.250000 Penalty: 887.068298
	Iteration 0F: 3 clusters Score -1078249 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1083050.125000 Penalty: 887.068298
	Iteration 1F: 3 clusters Score -1083050 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1083537.625000 Penalty: 887.068298
	Iteration 2F: 3 clusters Score -1083538 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1084133.500000 Penalty: 887.068298
	Iteration 3F: 3 clusters Score -1084134 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1084790.625000 Penalty: 887.068298
	Iteration 4F: 3 clusters Score -1084791 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1085435.375000 Penalty: 887.068298
	Iteration 5F: 3 clusters Score -1085435 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1086038.375000 Penalty: 887.068298
	Iteration 6Q: 3 clusters Score -1086038 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1086586.375000 Penalty: 887.068298
	Iteration 7Q: 3 clusters Score -1086586 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1087092.625000 Penalty: 887.068298
	Iteration 8Q: 3 clusters Score -1087093 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1087485.125000 Penalty: 887.068298
	Iteration 9Q: 3 clusters Score -1087485 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1087776.750000 Penalty: 887.068298
	Iteration 10Q: 3 clusters Score -1087777 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1088001.625000 Penalty: 887.068298
	Iteration 11Q: 3 clusters Score -1088002 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1088181.750000 Penalty: 887.068298
	Iteration 12Q: 3 clusters Score -1088182 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1088344.875000 Penalty: 887.068298
	Iteration 13Q: 3 clusters Score -1088345 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1088482.500000 Penalty: 887.068298
	Iteration 14Q: 3 clusters Score -1088482 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1088593.625000 Penalty: 887.068298
	Iteration 15Q: 3 clusters Score -1088594 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1088706.125000 Penalty: 887.068298
	Iteration 16Q: 3 clusters Score -1088706 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1088791.500000 Penalty: 887.068298
	Iteration 17Q: 3 clusters Score -1088792 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1088884.000000 Penalty: 887.068298
	Iteration 18Q: 3 clusters Score -1088884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1088966.000000 Penalty: 887.068298
	Iteration 19Q: 3 clusters Score -1088966 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1089030.625000 Penalty: 887.068298
	Iteration 20F: 3 clusters Score -1089031 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1089083.500000 Penalty: 887.068298
	Iteration 21Q: 3 clusters Score -1089084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1089119.500000 Penalty: 887.068298
	Iteration 22Q: 3 clusters Score -1089120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1089149.000000 Penalty: 887.068298
	Iteration 23Q: 3 clusters Score -1089149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1089171.250000 Penalty: 887.068298
	Iteration 24Q: 3 clusters Score -1089171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1089193.000000 Penalty: 887.068298
	Iteration 25Q: 3 clusters Score -1089193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1089203.750000 Penalty: 887.068298
	Iteration 26Q: 3 clusters Score -1089204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1089215.125000 Penalty: 887.068298
	Iteration 27Q: 3 clusters Score -1089215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1089225.500000 Penalty: 887.068298
	Iteration 28Q: 3 clusters Score -1089226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1089238.000000 Penalty: 887.068298
	Iteration 29Q: 3 clusters Score -1089238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1089244.500000 Penalty: 887.068298
	Iteration 30Q: 3 clusters Score -1089244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1089246.500000 Penalty: 887.068298
	Iteration 31Q: 3 clusters Score -1089246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1089248.750000 Penalty: 887.068298
	Iteration 32Q: 3 clusters Score -1089249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1089249.375000 Penalty: 887.068298
	Iteration 33Q: 3 clusters Score -1089249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1089251.250000 Penalty: 887.068298
	Iteration 34Q: 3 clusters Score -1089251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1089254.500000 Penalty: 887.068298
	Iteration 35Q: 3 clusters Score -1089254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1089259.000000 Penalty: 887.068298
	Iteration 36Q: 3 clusters Score -1089259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1089260.125000 Penalty: 887.068298
	Iteration 37Q: 3 clusters Score -1089260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1089264.625000 Penalty: 887.068298
	Iteration 38Q: 3 clusters Score -1089265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1089269.250000 Penalty: 887.068298
	Iteration 39Q: 3 clusters Score -1089269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1089275.125000 Penalty: 887.068298
	Iteration 40F: 3 clusters Score -1089275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1089278.750000 Penalty: 887.068298
	Iteration 41Q: 3 clusters Score -1089279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1089280.250000 Penalty: 887.068298
	Iteration 42Q: 3 clusters Score -1089280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1089281.375000 Penalty: 887.068298
	Iteration 43Q: 3 clusters Score -1089281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1089281.375000 Penalty: 887.068298
	Iteration 44F: 3 clusters Score -1089281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -21704.738281 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -21704.74 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 310 members 
Entering Unmasked Estep 
Score: -21140.933594 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -21140.93 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21414.587891 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -21414.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -21509.193359 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -21509.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21567.005859 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -21567.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21609.369141 Penalty: 584.515442
	Iteration 4F: 3 clusters Score -21609.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21645.154297 Penalty: 584.515442
	Iteration 5F: 3 clusters Score -21645.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21661.580078 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -21661.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21669.857422 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -21669.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21673.804688 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -21673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21678.330078 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -21678.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21685.525391 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -21685.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21703.113281 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -21703.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21720.789062 Penalty: 584.515442
	Iteration 12Q: 3 clusters Score -21720.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21727.007812 Penalty: 584.515442
	Iteration 13Q: 3 clusters Score -21727.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21731.003906 Penalty: 584.515442
	Iteration 14Q: 3 clusters Score -21731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21732.763672 Penalty: 584.515442
	Iteration 15Q: 3 clusters Score -21732.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21735.570312 Penalty: 584.515442
	Iteration 16Q: 3 clusters Score -21735.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21736.496094 Penalty: 584.515442
	Iteration 17Q: 3 clusters Score -21736.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21737.017578 Penalty: 584.515442
	Iteration 18Q: 3 clusters Score -21737.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21738.406250 Penalty: 584.515442
	Iteration 19Q: 3 clusters Score -21738.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21739.300781 Penalty: 584.515442
	Iteration 20F: 3 clusters Score -21739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21740.490234 Penalty: 584.515442
	Iteration 21Q: 3 clusters Score -21740.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21740.646484 Penalty: 584.515442
	Iteration 22Q: 3 clusters Score -21740.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21741.494141 Penalty: 584.515442
	Iteration 23Q: 3 clusters Score -21741.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21741.494141 Penalty: 584.515442
	Iteration 24F: 3 clusters Score -21741.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 368 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 248 members 
Entering Unmasked Estep 
Score: -14140862.000000 Penalty: 62414.183594
Splitting cluster 55 changes total score from -14141117.000000 to -14140862.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7975.400391 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7975.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8011.097168 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8011.097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8017.384277 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8017.384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8021.600586 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8021.601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8034.160156 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8034.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8043.316406 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -8043.316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8046.777832 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -8046.778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8047.562012 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -8047.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8047.562012 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -8047.562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9754.019531 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9754.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9790.655273 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9790.655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9811.865234 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -9811.865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9816.256836 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -9816.257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9816.256836 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -9816.257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -31532.662109 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -31532.66 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 235 members 
Entering Unmasked Estep 
Score: -31029.697266 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -31029.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31162.931641 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -31162.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31178.931641 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -31178.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31186.640625 Penalty: 567.865112
	Iteration 3Q: 3 clusters Score -31186.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31193.808594 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -31193.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31201.751953 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -31201.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31209.072266 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -31209.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31216.050781 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -31216.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31220.947266 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -31220.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31226.351562 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -31226.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -31231.187500 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -31231.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31233.830078 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -31233.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31235.169922 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -31235.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31235.169922 Penalty: 567.865112
	Iteration 13F: 3 clusters Score -31235.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16273.258789 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -16273.26 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 159 members 
Entering Unmasked Estep 
Score: -15907.561523 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -15907.56 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16050.532227 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -16050.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16100.646484 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -16100.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16130.166992 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -16130.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16144.542969 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -16144.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16149.870117 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -16149.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16152.255859 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -16152.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16154.732422 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -16154.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16160.287109 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -16160.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16163.053711 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -16163.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16163.752930 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -16163.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16163.752930 Penalty: 522.904541
	Iteration 11F: 3 clusters Score -16163.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6815.461426 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6815.461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6863.744629 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6863.745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6875.004883 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -6875.005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6893.735352 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6893.735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6901.390137 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -6901.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6903.747070 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -6903.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6906.334961 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -6906.335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6906.334961 Penalty: 442.945648
	Iteration 7F: 3 clusters Score -6906.335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3129.931396 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3129.931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3165.363281 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3165.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3169.801025 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3169.801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3169.801025 Penalty: 379.869263
	Iteration 3F: 3 clusters Score -3169.801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -45301.355469 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -45301.36 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 455 members 
Entering Unmasked Estep 
Score: -44567.339844 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -44567.34 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -44779.175781 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -44779.18 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -44876.289062 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -44876.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44931.074219 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -44931.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -44964.726562 Penalty: 615.303101
	Iteration 4Q: 3 clusters Score -44964.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -44996.394531 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -44996.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -45012.437500 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -45012.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -45021.222656 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -45021.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -45028.675781 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -45028.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -45037.988281 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -45037.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -45044.785156 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -45044.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -45050.679688 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -45050.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -45054.925781 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -45054.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -45055.683594 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -45055.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -45056.160156 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -45056.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -45056.160156 Penalty: 615.303101
	Iteration 15F: 3 clusters Score -45056.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -21956.347656 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -21956.35 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 162 members 
Entering Unmasked Estep 
Score: -21581.644531 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -21581.64 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21656.031250 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -21656.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21687.833984 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -21687.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21711.326172 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -21711.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21740.312500 Penalty: 525.766357
	Iteration 4F: 3 clusters Score -21740.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21751.443359 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -21751.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21768.091797 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -21768.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21783.451172 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -21783.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21791.744141 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -21791.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21809.960938 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -21809.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21822.462891 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -21822.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21832.736328 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -21832.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21838.406250 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -21838.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21842.708984 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -21842.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21853.429688 Penalty: 525.766357
	Iteration 14Q: 3 clusters Score -21853.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21854.726562 Penalty: 525.766357
	Iteration 15Q: 3 clusters Score -21854.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21855.724609 Penalty: 525.766357
	Iteration 16Q: 3 clusters Score -21855.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21856.341797 Penalty: 525.766357
	Iteration 17Q: 3 clusters Score -21856.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21856.341797 Penalty: 525.766357
	Iteration 18F: 3 clusters Score -21856.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9737.250977 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9737.251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9466.985352 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9466.985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9513.234375 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9513.234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9537.009766 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9537.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9545.350586 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9545.351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9549.114258 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9549.114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9555.729492 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9555.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9555.729492 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -9555.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -2527.717773 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -2527.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2339.579590 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -2339.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2419.094971 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -2419.095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2477.355225 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -2477.355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2491.508057 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -2491.508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2491.508057 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -2491.508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42223.394531 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -42223.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41695.957031 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -41695.96 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41846.652344 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -41846.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41893.472656 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -41893.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41914.269531 Penalty: 575.189941
	Iteration 3Q: 3 clusters Score -41914.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41932.769531 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -41932.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41941.296875 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -41941.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41951.824219 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -41951.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41959.468750 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -41959.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41975.468750 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -41975.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41987.812500 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -41987.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41994.218750 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -41994.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42005.679688 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -42005.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42019.964844 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -42019.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42026.492188 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -42026.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42034.222656 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -42034.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42041.007812 Penalty: 575.189941
	Iteration 15Q: 3 clusters Score -42041.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42045.226562 Penalty: 575.189941
	Iteration 16Q: 3 clusters Score -42045.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42045.453125 Penalty: 575.189941
	Iteration 17Q: 3 clusters Score -42045.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42045.710938 Penalty: 575.189941
	Iteration 18Q: 3 clusters Score -42045.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42045.710938 Penalty: 575.189941
	Iteration 19F: 3 clusters Score -42045.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -142718.703125 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -142718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -141388.578125 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -141388.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -141830.359375 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -141830.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -141894.421875 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -141894.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -141947.531250 Penalty: 682.497864
	Iteration 3Q: 3 clusters Score -141947.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -142005.171875 Penalty: 682.497864
	Iteration 4Q: 3 clusters Score -142005.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -142055.765625 Penalty: 682.497864
	Iteration 5Q: 3 clusters Score -142055.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -142098.546875 Penalty: 682.497864
	Iteration 6Q: 3 clusters Score -142098.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -142137.468750 Penalty: 682.497864
	Iteration 7Q: 3 clusters Score -142137.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -142167.984375 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -142168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -142195.046875 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -142195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -142213.390625 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -142213.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -142222.437500 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -142222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -142230.234375 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -142230.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -142238.265625 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -142238.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -142244.515625 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -142244.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -142249.843750 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -142249.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -142253.656250 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -142253.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -142256.187500 Penalty: 682.497864
	Iteration 17Q: 3 clusters Score -142256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -142258.140625 Penalty: 682.497864
	Iteration 18Q: 3 clusters Score -142258.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -142260.218750 Penalty: 682.497864
	Iteration 19Q: 3 clusters Score -142260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -142262.453125 Penalty: 682.497864
	Iteration 20F: 3 clusters Score -142262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -142265.875000 Penalty: 682.497864
	Iteration 21Q: 3 clusters Score -142265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -142269.734375 Penalty: 682.497864
	Iteration 22Q: 3 clusters Score -142269.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -142274.687500 Penalty: 682.497864
	Iteration 23Q: 3 clusters Score -142274.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -142277.500000 Penalty: 682.497864
	Iteration 24Q: 3 clusters Score -142277.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -142283.468750 Penalty: 682.497864
	Iteration 25Q: 3 clusters Score -142283.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -142292.921875 Penalty: 682.497864
	Iteration 26Q: 3 clusters Score -142292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -142297.234375 Penalty: 682.497864
	Iteration 27Q: 3 clusters Score -142297.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -142300.093750 Penalty: 682.497864
	Iteration 28Q: 3 clusters Score -142300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -142301.343750 Penalty: 682.497864
	Iteration 29Q: 3 clusters Score -142301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -142301.703125 Penalty: 682.497864
	Iteration 30Q: 3 clusters Score -142301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -142302.078125 Penalty: 682.497864
	Iteration 31Q: 3 clusters Score -142302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -142303.015625 Penalty: 682.497864
	Iteration 32Q: 3 clusters Score -142303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -142302.984375 Penalty: 682.497864
	Iteration 33Q: 3 clusters Score -142303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -142302.984375 Penalty: 682.497864
	Iteration 34F: 3 clusters Score -142303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15654.398438 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15654.4 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 150 members 
Entering Unmasked Estep 
Score: -15281.719727 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15281.72 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15377.819336 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15377.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15433.538086 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -15433.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15454.737305 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -15454.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15463.343750 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15463.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15464.886719 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -15464.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15466.507812 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -15466.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15466.855469 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -15466.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15467.871094 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -15467.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15471.713867 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -15471.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15476.269531 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -15476.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15476.269531 Penalty: 521.143127
	Iteration 11F: 3 clusters Score -15476.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 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 318 members 
Entering Unmasked Estep 
Score: -36476.179688 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36476.18 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36629.589844 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36629.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36675.347656 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36675.35 nChanged 34
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: -36694.636719 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -36694.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36712.890625 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -36712.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36731.355469 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -36731.36 nChanged 23
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: -36751.386719 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36751.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36763.230469 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36763.23 nChanged 15
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: -36771.609375 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36771.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36775.386719 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36775.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36777.722656 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36777.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36779.234375 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36779.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36784.464844 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36784.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36785.644531 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36785.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36788.527344 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36788.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36795.988281 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -36795.99 nChanged 7
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: -36801.410156 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -36801.41 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: -36803.316406 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -36803.32 nChanged 1
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: -36803.800781 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -36803.8 nChanged 0
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: -36803.800781 Penalty: 591.343628
	Iteration 19F: 3 clusters Score -36803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -29879.597656 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -29879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29421.531250 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -29421.53 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29580.169922 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -29580.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29609.041016 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -29609.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29618.515625 Penalty: 560.477661
	Iteration 3Q: 3 clusters Score -29618.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29622.675781 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -29622.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29627.255859 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -29627.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29629.228516 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -29629.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29633.572266 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -29633.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29637.255859 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -29637.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29642.203125 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -29642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29645.085938 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -29645.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29646.320312 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -29646.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29651.666016 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -29651.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29654.605469 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -29654.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29657.240234 Penalty: 560.477661
	Iteration 14Q: 3 clusters Score -29657.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29658.835938 Penalty: 560.477661
	Iteration 15Q: 3 clusters Score -29658.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29659.603516 Penalty: 560.477661
	Iteration 16Q: 3 clusters Score -29659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29660.601562 Penalty: 560.477661
	Iteration 17Q: 3 clusters Score -29660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29662.462891 Penalty: 560.477661
	Iteration 18Q: 3 clusters Score -29662.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29662.806641 Penalty: 560.477661
	Iteration 19Q: 3 clusters Score -29662.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29663.894531 Penalty: 560.477661
	Iteration 20F: 3 clusters Score -29663.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29664.183594 Penalty: 560.477661
	Iteration 21Q: 3 clusters Score -29664.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29664.183594 Penalty: 560.477661
	Iteration 22F: 3 clusters Score -29664.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7743.944336 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7743.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7525.836914 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7525.837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7599.480469 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7599.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7618.467285 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -7618.467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7629.138672 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7629.139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7633.238770 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7633.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7637.483887 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -7637.484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7645.293457 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -7645.293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7652.972168 Penalty: 457.173126
	Iteration 7Q: 3 clusters Score -7652.972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7661.049805 Penalty: 457.173126
	Iteration 8Q: 3 clusters Score -7661.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7661.049805 Penalty: 457.173126
	Iteration 9F: 3 clusters Score -7661.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -6511.373535 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -6511.374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6299.275879 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -6299.276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6344.298828 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -6344.299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6360.235840 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -6360.236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6364.541992 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -6364.542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6364.541992 Penalty: 424.372986
	Iteration 4F: 3 clusters Score -6364.542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1195.668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 12 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -778.390686 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -778.3907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 1F: 2 clusters Score -1195.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (96904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Entering Unmasked Estep 
Score: -6054643.500000 Penalty: 522.407166
	Iteration 0F: 2 clusters Score -6054644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -5991011.000000 Penalty: 1044.814331
	Iteration 0F: 3 clusters Score -5991011 nChanged 47516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -6019175.000000 Penalty: 1044.814331
	Iteration 1F: 3 clusters Score -6019175 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -6019997.500000 Penalty: 1044.814331
	Iteration 2Q: 3 clusters Score -6019998 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -6021098.500000 Penalty: 1044.814331
	Iteration 3Q: 3 clusters Score -6021098 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -6022629.000000 Penalty: 1044.814331
	Iteration 4Q: 3 clusters Score -6022629 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -6025019.500000 Penalty: 1044.814331
	Iteration 5Q: 3 clusters Score -6025020 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -6028143.000000 Penalty: 1044.814331
	Iteration 6F: 3 clusters Score -6028143 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -6031740.500000 Penalty: 1044.814331
	Iteration 7F: 3 clusters Score -6031740 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -6035254.500000 Penalty: 1044.814331
	Iteration 8F: 3 clusters Score -6035254 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -6038372.000000 Penalty: 1044.814331
	Iteration 9F: 3 clusters Score -6038372 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -6040913.000000 Penalty: 1044.814331
	Iteration 10Q: 3 clusters Score -6040913 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -6042620.000000 Penalty: 1044.814331
	Iteration 11Q: 3 clusters Score -6042620 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -6043510.000000 Penalty: 1044.814331
	Iteration 12Q: 3 clusters Score -6043510 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -6044207.000000 Penalty: 1044.814331
	Iteration 13Q: 3 clusters Score -6044207 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -6044754.500000 Penalty: 1044.814331
	Iteration 14Q: 3 clusters Score -6044754 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -6045313.500000 Penalty: 1044.814331
	Iteration 15Q: 3 clusters Score -6045314 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -6045852.500000 Penalty: 1044.814331
	Iteration 16Q: 3 clusters Score -6045852 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -6046387.500000 Penalty: 1044.814331
	Iteration 17Q: 3 clusters Score -6046388 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -6046844.500000 Penalty: 1044.814331
	Iteration 18Q: 3 clusters Score -6046844 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -6047330.000000 Penalty: 1044.814331
	Iteration 19Q: 3 clusters Score -6047330 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -6047754.500000 Penalty: 1044.814331
	Iteration 20F: 3 clusters Score -6047754 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6048209.000000 Penalty: 1044.814331
	Iteration 21Q: 3 clusters Score -6048209 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -6048699.000000 Penalty: 1044.814331
	Iteration 22Q: 3 clusters Score -6048699 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -6049098.500000 Penalty: 1044.814331
	Iteration 23Q: 3 clusters Score -6049098 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -6049557.500000 Penalty: 1044.814331
	Iteration 24Q: 3 clusters Score -6049558 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -6049999.000000 Penalty: 1044.814331
	Iteration 25Q: 3 clusters Score -6049999 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -6050413.000000 Penalty: 1044.814331
	Iteration 26Q: 3 clusters Score -6050413 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -6050800.000000 Penalty: 1044.814331
	Iteration 27Q: 3 clusters Score -6050800 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -6051187.000000 Penalty: 1044.814331
	Iteration 28Q: 3 clusters Score -6051187 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -6051579.500000 Penalty: 1044.814331
	Iteration 29Q: 3 clusters Score -6051580 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -6051971.500000 Penalty: 1044.814331
	Iteration 30Q: 3 clusters Score -6051972 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90316 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6052335.500000 Penalty: 1044.814331
	Iteration 31Q: 3 clusters Score -6052336 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -6052675.500000 Penalty: 1044.814331
	Iteration 32Q: 3 clusters Score -6052676 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6052962.000000 Penalty: 1044.814331
	Iteration 33Q: 3 clusters Score -6052962 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -6053216.000000 Penalty: 1044.814331
	Iteration 34Q: 3 clusters Score -6053216 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6053483.500000 Penalty: 1044.814331
	Iteration 35Q: 3 clusters Score -6053484 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6053718.000000 Penalty: 1044.814331
	Iteration 36Q: 3 clusters Score -6053718 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6053898.500000 Penalty: 1044.814331
	Iteration 37Q: 3 clusters Score -6053898 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6054019.000000 Penalty: 1044.814331
	Iteration 38Q: 3 clusters Score -6054019 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6054085.500000 Penalty: 1044.814331
	Iteration 39Q: 3 clusters Score -6054086 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6054142.500000 Penalty: 1044.814331
	Iteration 40F: 3 clusters Score -6054142 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6054171.500000 Penalty: 1044.814331
	Iteration 41Q: 3 clusters Score -6054172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6054196.000000 Penalty: 1044.814331
	Iteration 42Q: 3 clusters Score -6054196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6054203.500000 Penalty: 1044.814331
	Iteration 43Q: 3 clusters Score -6054204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6054216.500000 Penalty: 1044.814331
	Iteration 44Q: 3 clusters Score -6054216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6054235.000000 Penalty: 1044.814331
	Iteration 45Q: 3 clusters Score -6054235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6054242.500000 Penalty: 1044.814331
	Iteration 46Q: 3 clusters Score -6054242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6054254.500000 Penalty: 1044.814331
	Iteration 47Q: 3 clusters Score -6054254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6054261.000000 Penalty: 1044.814331
	Iteration 48Q: 3 clusters Score -6054261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6054267.500000 Penalty: 1044.814331
	Iteration 49Q: 3 clusters Score -6054268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6054272.500000 Penalty: 1044.814331
	Iteration 50Q: 3 clusters Score -6054272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6054279.500000 Penalty: 1044.814331
	Iteration 51Q: 3 clusters Score -6054280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6054278.000000 Penalty: 1044.814331
	Iteration 52Q: 3 clusters Score -6054278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6054284.500000 Penalty: 1044.814331
	Iteration 53Q: 3 clusters Score -6054284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6054280.000000 Penalty: 1044.814331
	Iteration 54Q: 3 clusters Score -6054280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6054282.500000 Penalty: 1044.814331
	Iteration 55Q: 3 clusters Score -6054282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6054280.500000 Penalty: 1044.814331
	Iteration 56Q: 3 clusters Score -6054280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6054289.500000 Penalty: 1044.814331
	Iteration 57Q: 3 clusters Score -6054290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6054289.500000 Penalty: 1044.814331
	Iteration 58F: 3 clusters Score -6054290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -52754.218750 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -52754.22 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 453 members 
Entering Unmasked Estep 
Score: -51997.882812 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -51997.88 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -52211.015625 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -52211.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52257.898438 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -52257.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52280.718750 Penalty: 617.693909
	Iteration 3Q: 3 clusters Score -52280.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -52295.679688 Penalty: 617.693909
	Iteration 4Q: 3 clusters Score -52295.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52305.511719 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -52305.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -52312.132812 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -52312.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52317.320312 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -52317.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52320.128906 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -52320.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -52322.621094 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -52322.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -52325.074219 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -52325.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52327.218750 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -52327.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52328.878906 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -52328.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -52331.265625 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -52331.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52332.210938 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -52332.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52332.210938 Penalty: 617.693909
	Iteration 15F: 3 clusters Score -52332.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13095.097656 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -13095.1 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 92 members 
Entering Unmasked Estep 
Score: -12811.681641 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12811.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12885.804688 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12885.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12904.490234 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -12904.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12908.965820 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12908.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12911.254883 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12911.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12912.199219 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -12912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12912.524414 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -12912.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12913.208008 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -12913.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12913.208008 Penalty: 476.998962
	Iteration 8F: 3 clusters Score -12913.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14944.375000 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14944.38 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15018.899414 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15018.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15035.901367 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15035.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15057.274414 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -15057.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15069.231445 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15069.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15083.804688 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15089.159180 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15089.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15092.065430 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -15092.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15092.065430 Penalty: 510.461945
	Iteration 8F: 3 clusters Score -15092.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3427.473633 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3427.474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3438.292969 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -3438.293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3603.865234 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3603.865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3633.848389 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3633.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3637.437744 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3637.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3637.437744 Penalty: 390.431824
	Iteration 3F: 3 clusters Score -3637.438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -36541.335938 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -36541.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36026.187500 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -36026.19 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36222.539062 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -36222.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36306.050781 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -36306.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -36371.351562 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -36371.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36412.523438 Penalty: 573.538330
	Iteration 4F: 3 clusters Score -36412.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36443.933594 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -36443.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -36470.542969 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -36470.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36486.957031 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -36486.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36488.503906 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -36488.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36491.339844 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -36491.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36492.496094 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -36492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36492.496094 Penalty: 573.538330
	Iteration 11F: 3 clusters Score -36492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9574.986328 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9574.986 nChanged 48
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: -9627.783203 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9627.783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9638.562500 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9638.562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9646.376953 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9646.377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9648.794922 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9648.795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9650.934570 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9650.935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9651.319336 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9651.319 nChanged 3
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: -9653.574219 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -9653.574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9653.782227 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -9653.782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9653.782227 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -9653.782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3110.018311 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3110.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2944.076172 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -2944.076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3009.500977 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -3009.501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3015.189209 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -3015.189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3021.515381 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -3021.515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3022.651367 Penalty: 419.975952
	Iteration 4Q: 3 clusters Score -3022.651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3025.587891 Penalty: 419.975952
	Iteration 5Q: 3 clusters Score -3025.588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3027.474365 Penalty: 419.975952
	Iteration 6Q: 3 clusters Score -3027.474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3031.752441 Penalty: 419.975952
	Iteration 7Q: 3 clusters Score -3031.752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3031.752441 Penalty: 419.975952
	Iteration 8F: 3 clusters Score -3031.752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -11561.210938 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -11561.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11292.726562 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -11292.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11330.167969 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -11330.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11352.952148 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -11352.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11373.046875 Penalty: 464.641052
	Iteration 3F: 3 clusters Score -11373.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11393.605469 Penalty: 464.641052
	Iteration 4F: 3 clusters Score -11393.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11398.260742 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -11398.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11399.702148 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -11399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11399.702148 Penalty: 464.641052
	Iteration 7F: 3 clusters Score -11399.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (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: -91823.890625 Penalty: 334.855774
	Iteration 0F: 2 clusters Score -91823.89 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 780 members 
Entering Unmasked Estep 
Score: -90637.390625 Penalty: 669.711548
	Iteration 0F: 3 clusters Score -90637.39 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -90993.671875 Penalty: 669.711548
	Iteration 1F: 3 clusters Score -90993.67 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -91051.312500 Penalty: 669.711548
	Iteration 2F: 3 clusters Score -91051.31 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -91111.984375 Penalty: 669.711548
	Iteration 3F: 3 clusters Score -91111.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -91170.273438 Penalty: 669.711548
	Iteration 4F: 3 clusters Score -91170.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -91217.179688 Penalty: 669.711548
	Iteration 5Q: 3 clusters Score -91217.18 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -91259.375000 Penalty: 669.711548
	Iteration 6Q: 3 clusters Score -91259.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -91294.101562 Penalty: 669.711548
	Iteration 7Q: 3 clusters Score -91294.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -91311.835938 Penalty: 669.711548
	Iteration 8Q: 3 clusters Score -91311.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -91322.492188 Penalty: 669.711548
	Iteration 9Q: 3 clusters Score -91322.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91333.453125 Penalty: 669.711548
	Iteration 10Q: 3 clusters Score -91333.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -91341.906250 Penalty: 669.711548
	Iteration 11Q: 3 clusters Score -91341.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -91353.187500 Penalty: 669.711548
	Iteration 12Q: 3 clusters Score -91353.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -91358.054688 Penalty: 669.711548
	Iteration 13Q: 3 clusters Score -91358.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -91360.140625 Penalty: 669.711548
	Iteration 14Q: 3 clusters Score -91360.14 nChanged 7
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: -91361.773438 Penalty: 669.711548
	Iteration 15Q: 3 clusters Score -91361.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -91364.906250 Penalty: 669.711548
	Iteration 16Q: 3 clusters Score -91364.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91366.804688 Penalty: 669.711548
	Iteration 17Q: 3 clusters Score -91366.8 nChanged 8
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: -91367.929688 Penalty: 669.711548
	Iteration 18Q: 3 clusters Score -91367.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -91369.320312 Penalty: 669.711548
	Iteration 19Q: 3 clusters Score -91369.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -91373.125000 Penalty: 669.711548
	Iteration 20F: 3 clusters Score -91373.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -91377.875000 Penalty: 669.711548
	Iteration 21Q: 3 clusters Score -91377.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -91383.406250 Penalty: 669.711548
	Iteration 22Q: 3 clusters Score -91383.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -91389.843750 Penalty: 669.711548
	Iteration 23Q: 3 clusters Score -91389.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -91395.695312 Penalty: 669.711548
	Iteration 24Q: 3 clusters Score -91395.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -91399.765625 Penalty: 669.711548
	Iteration 25Q: 3 clusters Score -91399.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -91403.250000 Penalty: 669.711548
	Iteration 26Q: 3 clusters Score -91403.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -91410.632812 Penalty: 669.711548
	Iteration 27Q: 3 clusters Score -91410.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -91417.125000 Penalty: 669.711548
	Iteration 28Q: 3 clusters Score -91417.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -91424.843750 Penalty: 669.711548
	Iteration 29Q: 3 clusters Score -91424.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91433.546875 Penalty: 669.711548
	Iteration 30Q: 3 clusters Score -91433.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -91439.320312 Penalty: 669.711548
	Iteration 31Q: 3 clusters Score -91439.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -91445.000000 Penalty: 669.711548
	Iteration 32Q: 3 clusters Score -91445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -91448.164062 Penalty: 669.711548
	Iteration 33Q: 3 clusters Score -91448.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -91451.484375 Penalty: 669.711548
	Iteration 34Q: 3 clusters Score -91451.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -91454.023438 Penalty: 669.711548
	Iteration 35Q: 3 clusters Score -91454.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -91458.796875 Penalty: 669.711548
	Iteration 36Q: 3 clusters Score -91458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -91462.562500 Penalty: 669.711548
	Iteration 37Q: 3 clusters Score -91462.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -91468.976562 Penalty: 669.711548
	Iteration 38Q: 3 clusters Score -91468.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -91478.320312 Penalty: 669.711548
	Iteration 39Q: 3 clusters Score -91478.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -91490.523438 Penalty: 669.711548
	Iteration 40F: 3 clusters Score -91490.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -91497.851562 Penalty: 669.711548
	Iteration 41Q: 3 clusters Score -91497.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91500.906250 Penalty: 669.711548
	Iteration 42Q: 3 clusters Score -91500.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -91503.343750 Penalty: 669.711548
	Iteration 43Q: 3 clusters Score -91503.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91504.132812 Penalty: 669.711548
	Iteration 44Q: 3 clusters Score -91504.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -91505.304688 Penalty: 669.711548
	Iteration 45Q: 3 clusters Score -91505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -91506.421875 Penalty: 669.711548
	Iteration 46Q: 3 clusters Score -91506.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -91508.148438 Penalty: 669.711548
	Iteration 47Q: 3 clusters Score -91508.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -91510.312500 Penalty: 669.711548
	Iteration 48Q: 3 clusters Score -91510.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -91513.234375 Penalty: 669.711548
	Iteration 49Q: 3 clusters Score -91513.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -91517.757812 Penalty: 669.711548
	Iteration 50Q: 3 clusters Score -91517.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91521.257812 Penalty: 669.711548
	Iteration 51Q: 3 clusters Score -91521.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -91521.859375 Penalty: 669.711548
	Iteration 52Q: 3 clusters Score -91521.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91523.929688 Penalty: 669.711548
	Iteration 53Q: 3 clusters Score -91523.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91525.609375 Penalty: 669.711548
	Iteration 54Q: 3 clusters Score -91525.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -91527.007812 Penalty: 669.711548
	Iteration 55Q: 3 clusters Score -91527.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91528.218750 Penalty: 669.711548
	Iteration 56Q: 3 clusters Score -91528.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -91528.476562 Penalty: 669.711548
	Iteration 57Q: 3 clusters Score -91528.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -91528.546875 Penalty: 669.711548
	Iteration 58Q: 3 clusters Score -91528.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -91528.656250 Penalty: 669.711548
	Iteration 59Q: 3 clusters Score -91528.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -91529.015625 Penalty: 669.711548
	Iteration 60F: 3 clusters Score -91529.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91529.351562 Penalty: 669.711548
	Iteration 61Q: 3 clusters Score -91529.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -91530.390625 Penalty: 669.711548
	Iteration 62Q: 3 clusters Score -91530.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -91532.367188 Penalty: 669.711548
	Iteration 63Q: 3 clusters Score -91532.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91534.664062 Penalty: 669.711548
	Iteration 64Q: 3 clusters Score -91534.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -91536.695312 Penalty: 669.711548
	Iteration 65Q: 3 clusters Score -91536.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91540.132812 Penalty: 669.711548
	Iteration 66Q: 3 clusters Score -91540.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -91543.585938 Penalty: 669.711548
	Iteration 67Q: 3 clusters Score -91543.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -91545.664062 Penalty: 669.711548
	Iteration 68Q: 3 clusters Score -91545.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91547.890625 Penalty: 669.711548
	Iteration 69Q: 3 clusters Score -91547.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91551.101562 Penalty: 669.711548
	Iteration 70Q: 3 clusters Score -91551.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91559.070312 Penalty: 669.711548
	Iteration 71Q: 3 clusters Score -91559.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91564.906250 Penalty: 669.711548
	Iteration 72Q: 3 clusters Score -91564.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91569.554688 Penalty: 669.711548
	Iteration 73Q: 3 clusters Score -91569.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91575.617188 Penalty: 669.711548
	Iteration 74Q: 3 clusters Score -91575.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91581.351562 Penalty: 669.711548
	Iteration 75Q: 3 clusters Score -91581.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91584.203125 Penalty: 669.711548
	Iteration 76Q: 3 clusters Score -91584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -91586.968750 Penalty: 669.711548
	Iteration 77Q: 3 clusters Score -91586.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91590.750000 Penalty: 669.711548
	Iteration 78Q: 3 clusters Score -91590.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91593.132812 Penalty: 669.711548
	Iteration 79Q: 3 clusters Score -91593.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91596.710938 Penalty: 669.711548
	Iteration 80F: 3 clusters Score -91596.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91602.789062 Penalty: 669.711548
	Iteration 81Q: 3 clusters Score -91602.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91612.492188 Penalty: 669.711548
	Iteration 82Q: 3 clusters Score -91612.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91626.070312 Penalty: 669.711548
	Iteration 83Q: 3 clusters Score -91626.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91635.601562 Penalty: 669.711548
	Iteration 84Q: 3 clusters Score -91635.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91642.382812 Penalty: 669.711548
	Iteration 85Q: 3 clusters Score -91642.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91648.039062 Penalty: 669.711548
	Iteration 86Q: 3 clusters Score -91648.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91658.117188 Penalty: 669.711548
	Iteration 87Q: 3 clusters Score -91658.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91665.859375 Penalty: 669.711548
	Iteration 88Q: 3 clusters Score -91665.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91667.085938 Penalty: 669.711548
	Iteration 89Q: 3 clusters Score -91667.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91668.273438 Penalty: 669.711548
	Iteration 90Q: 3 clusters Score -91668.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91670.851562 Penalty: 669.711548
	Iteration 91Q: 3 clusters Score -91670.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91672.843750 Penalty: 669.711548
	Iteration 92Q: 3 clusters Score -91672.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91675.031250 Penalty: 669.711548
	Iteration 93Q: 3 clusters Score -91675.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91678.023438 Penalty: 669.711548
	Iteration 94Q: 3 clusters Score -91678.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91679.265625 Penalty: 669.711548
	Iteration 95Q: 3 clusters Score -91679.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91680.164062 Penalty: 669.711548
	Iteration 96Q: 3 clusters Score -91680.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91680.164062 Penalty: 669.711548
	Iteration 97F: 3 clusters Score -91680.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (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: -31463.062500 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -31463.06 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: -30930.804688 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -30930.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31087.041016 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -31087.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31147.087891 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -31147.09 nChanged 35
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: -31194.882812 Penalty: 572.532776
	Iteration 3F: 3 clusters Score -31194.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31223.044922 Penalty: 572.532776
	Iteration 4Q: 3 clusters Score -31223.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31233.480469 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -31233.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31245.572266 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -31245.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31257.376953 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -31257.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -31265.175781 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -31265.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31277.136719 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -31277.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -31299.929688 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -31299.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31332.398438 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -31332.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -31363.949219 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -31363.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31391.308594 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -31391.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31406.181641 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -31406.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31426.785156 Penalty: 572.532776
	Iteration 15Q: 3 clusters Score -31426.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31438.449219 Penalty: 572.532776
	Iteration 16Q: 3 clusters Score -31438.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31444.292969 Penalty: 572.532776
	Iteration 17Q: 3 clusters Score -31444.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31447.089844 Penalty: 572.532776
	Iteration 18Q: 3 clusters Score -31447.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31449.765625 Penalty: 572.532776
	Iteration 19Q: 3 clusters Score -31449.77 nChanged 1
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: -31449.929688 Penalty: 572.532776
	Iteration 20F: 3 clusters Score -31449.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4696.226562 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4696.227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4492.841797 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4492.842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4547.767578 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4547.768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4554.927734 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -4554.928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7941.916992 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7941.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7716.724609 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7716.725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7806.554199 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7806.554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7847.098633 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7847.099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7885.907715 Penalty: 445.703430
	Iteration 3F: 3 clusters Score -7885.908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7895.934570 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7895.935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7919.520508 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7919.521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7927.532227 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7927.532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7932.701172 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7932.701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7934.242676 Penalty: 445.703430
	Iteration 8Q: 3 clusters Score -7934.243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7934.242676 Penalty: 445.703430
	Iteration 9F: 3 clusters Score -7934.243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29354.775391 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29354.78 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29474.984375 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29474.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29521.982422 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29521.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29550.898438 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -29550.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29575.048828 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29575.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29607.507812 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29607.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29641.078125 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29641.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29666.908203 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29666.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29684.593750 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29684.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29693.423828 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29693.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29698.451172 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29698.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29713.390625 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29713.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29728.755859 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29728.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29734.923828 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29734.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29742.210938 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29742.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29747.386719 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29747.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29754.664062 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29754.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29760.322266 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29760.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29760.820312 Penalty: 562.945007
	Iteration 18Q: 3 clusters Score -29760.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29760.820312 Penalty: 562.945007
	Iteration 19F: 3 clusters Score -29760.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5006.084473 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5006.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4800.089844 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4800.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4864.651855 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4864.652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4890.877441 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4890.877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4894.404297 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -4894.404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4899.987305 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -4899.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4899.987305 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -4899.987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12450.591797 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12450.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12165.425781 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12165.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12231.819336 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12231.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12259.361328 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12259.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12270.092773 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12270.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12273.375977 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12273.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12276.117188 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12276.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12276.868164 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -12276.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12277.761719 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -12277.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12277.852539 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -12277.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12277.852539 Penalty: 481.232300
	Iteration 9F: 3 clusters Score -12277.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4618.539062 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4618.539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4653.479492 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4653.479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4672.801270 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -4672.801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4676.249023 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4676.249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4676.627441 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -4676.627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4677.937500 Penalty: 410.488220
	Iteration 5Q: 3 clusters Score -4677.938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4681.448730 Penalty: 410.488220
	Iteration 6Q: 3 clusters Score -4681.449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4682.372559 Penalty: 410.488220
	Iteration 7Q: 3 clusters Score -4682.373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4682.372559 Penalty: 410.488220
	Iteration 8F: 3 clusters Score -4682.373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -12637.040039 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -12637.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12351.678711 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -12351.68 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12445.745117 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -12445.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12471.377930 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -12471.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12486.962891 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -12486.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12496.573242 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -12496.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12505.342773 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -12505.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12508.979492 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -12508.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12512.742188 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -12512.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12514.813477 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -12514.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12516.871094 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -12516.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12519.680664 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -12519.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12521.139648 Penalty: 489.570648
	Iteration 11Q: 3 clusters Score -12521.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12525.162109 Penalty: 489.570648
	Iteration 12Q: 3 clusters Score -12525.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12527.010742 Penalty: 489.570648
	Iteration 13Q: 3 clusters Score -12527.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12528.001953 Penalty: 489.570648
	Iteration 14Q: 3 clusters Score -12528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12528.001953 Penalty: 489.570648
	Iteration 15F: 3 clusters Score -12528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2029.493652 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2029.494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2043.039673 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2043.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2047.779175 Penalty: 357.796143
	Iteration 2Q: 3 clusters Score -2047.779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2047.779175 Penalty: 357.796143
	Iteration 3F: 3 clusters Score -2047.779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2838.082031 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2838.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2672.115723 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2672.116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2704.192383 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2704.192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2708.690430 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2708.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2717.016357 Penalty: 367.917664
	Iteration 3Q: 3 clusters Score -2717.016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2717.016357 Penalty: 367.917664
	Iteration 4F: 3 clusters Score -2717.016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4555.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4581.058105 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4581.058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4673.123047 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4673.123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 14 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 63 members 
Entering Unmasked Estep 
Score: -14140858.000000 Penalty: 62414.183594
Splitting cluster 95 changes total score from -14141117.000000 to -14140858.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -43861.996094 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -43862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43297.250000 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -43297.25 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43436.933594 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -43436.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43470.285156 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -43470.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43509.613281 Penalty: 585.980835
	Iteration 3Q: 3 clusters Score -43509.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43548.277344 Penalty: 585.980835
	Iteration 4F: 3 clusters Score -43548.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43601.277344 Penalty: 585.980835
	Iteration 5F: 3 clusters Score -43601.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43653.402344 Penalty: 585.980835
	Iteration 6F: 3 clusters Score -43653.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43682.003906 Penalty: 585.980835
	Iteration 7F: 3 clusters Score -43682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43699.351562 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -43699.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43710.460938 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -43710.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43718.300781 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -43718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43728.675781 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -43728.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43737.281250 Penalty: 585.980835
	Iteration 12Q: 3 clusters Score -43737.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43739.175781 Penalty: 585.980835
	Iteration 13Q: 3 clusters Score -43739.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -43744.121094 Penalty: 585.980835
	Iteration 14Q: 3 clusters Score -43744.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43745.832031 Penalty: 585.980835
	Iteration 15Q: 3 clusters Score -43745.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -43745.832031 Penalty: 585.980835
	Iteration 16F: 3 clusters Score -43745.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -18900.324219 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -18900.32 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 143 members 
Entering Unmasked Estep 
Score: -18558.722656 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -18558.72 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18631.091797 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -18631.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18652.527344 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -18652.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18658.777344 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -18658.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18660.406250 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -18660.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18662.998047 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -18663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18666.121094 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -18666.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18668.951172 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -18668.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18669.966797 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -18669.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18671.408203 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -18671.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18674.085938 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -18674.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18674.669922 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -18674.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18675.533203 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -18675.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18675.533203 Penalty: 515.644836
	Iteration 13F: 3 clusters Score -18675.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -36826.085938 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -36826.09 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 320 members 
Entering Unmasked Estep 
Score: -36210.933594 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -36210.93 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36396.890625 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -36396.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36440.359375 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -36440.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36461.496094 Penalty: 593.376526
	Iteration 3Q: 3 clusters Score -36461.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36471.140625 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -36471.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36475.804688 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -36475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36479.210938 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -36479.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -36480.679688 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -36480.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36482.214844 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -36482.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36483.851562 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -36483.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36490.710938 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -36490.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36497.828125 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -36497.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36505.554688 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -36505.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36511.488281 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -36511.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36514.417969 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -36514.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36519.730469 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -36519.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36523.906250 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -36523.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36528.535156 Penalty: 593.376526
	Iteration 17Q: 3 clusters Score -36528.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36531.183594 Penalty: 593.376526
	Iteration 18Q: 3 clusters Score -36531.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36532.613281 Penalty: 593.376526
	Iteration 19Q: 3 clusters Score -36532.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36533.683594 Penalty: 593.376526
	Iteration 20F: 3 clusters Score -36533.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36536.070312 Penalty: 593.376526
	Iteration 21Q: 3 clusters Score -36536.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36540.492188 Penalty: 593.376526
	Iteration 22Q: 3 clusters Score -36540.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -36541.117188 Penalty: 593.376526
	Iteration 23Q: 3 clusters Score -36541.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36542.445312 Penalty: 593.376526
	Iteration 24Q: 3 clusters Score -36542.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36548.113281 Penalty: 593.376526
	Iteration 25Q: 3 clusters Score -36548.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36552.125000 Penalty: 593.376526
	Iteration 26Q: 3 clusters Score -36552.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36556.246094 Penalty: 593.376526
	Iteration 27Q: 3 clusters Score -36556.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36562.058594 Penalty: 593.376526
	Iteration 28Q: 3 clusters Score -36562.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36567.230469 Penalty: 593.376526
	Iteration 29Q: 3 clusters Score -36567.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36571.949219 Penalty: 593.376526
	Iteration 30Q: 3 clusters Score -36571.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36572.574219 Penalty: 593.376526
	Iteration 31Q: 3 clusters Score -36572.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36573.511719 Penalty: 593.376526
	Iteration 32Q: 3 clusters Score -36573.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36573.609375 Penalty: 593.376526
	Iteration 33Q: 3 clusters Score -36573.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36573.609375 Penalty: 593.376526
	Iteration 34F: 3 clusters Score -36573.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16359.603516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16359.6 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 164 members 
Entering Unmasked Estep 
Score: -15990.988281 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -15990.99 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16068.841797 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16068.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16089.630859 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16089.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16100.363281 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16100.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16113.899414 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16130.429688 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16130.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16142.675781 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16142.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16149.603516 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16165.376953 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16165.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16191.225586 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16191.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16215.588867 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16215.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16230.916016 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16230.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16246.896484 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16278.819336 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16278.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16291.418945 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -16291.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16297.050781 Penalty: 520.249512
	Iteration 15Q: 3 clusters Score -16297.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16303.673828 Penalty: 520.249512
	Iteration 16Q: 3 clusters Score -16303.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16313.762695 Penalty: 520.249512
	Iteration 17Q: 3 clusters Score -16313.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16316.987305 Penalty: 520.249512
	Iteration 18Q: 3 clusters Score -16316.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16321.606445 Penalty: 520.249512
	Iteration 19Q: 3 clusters Score -16321.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16325.642578 Penalty: 520.249512
	Iteration 20F: 3 clusters Score -16325.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16327.366211 Penalty: 520.249512
	Iteration 21Q: 3 clusters Score -16327.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16327.366211 Penalty: 520.249512
	Iteration 22F: 3 clusters Score -16327.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13478.219727 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13478.22 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 137 members 
Entering Unmasked Estep 
Score: -13145.641602 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13145.64 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13262.354492 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13262.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13313.544922 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13313.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13362.063477 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -13362.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13392.975586 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -13392.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13414.692383 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -13414.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13442.685547 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13442.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13480.921875 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13480.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13535.809570 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13535.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13575.416016 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13575.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13592.156250 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -13592.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13592.156250 Penalty: 512.765869
	Iteration 11F: 3 clusters Score -13592.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 160 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 120 members 
Entering Unmasked Estep 
Score: -14140915.000000 Penalty: 62414.183594
Splitting cluster 100 changes total score from -14141117.000000 to -14140915.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 101 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16909.335938 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -16909.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16583.623047 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -16583.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16684.359375 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -16684.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16726.652344 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -16726.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16740.792969 Penalty: 508.098145
	Iteration 3Q: 3 clusters Score -16740.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16750.412109 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -16750.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16756.416016 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -16756.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16760.373047 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -16760.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16761.500000 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -16761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16766.367188 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -16766.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16768.884766 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -16768.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16773.076172 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -16773.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16777.847656 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -16777.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16781.056641 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -16781.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16781.056641 Penalty: 508.098145
	Iteration 13F: 3 clusters Score -16781.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4579.464844 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4579.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4397.166992 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4397.167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4454.911133 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4454.911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4462.052734 Penalty: 416.298676
	Iteration 2Q: 3 clusters Score -4462.053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4463.897949 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -4463.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4463.897949 Penalty: 416.298676
	Iteration 4F: 3 clusters Score -4463.898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -49316.476562 Penalty: 295.740295
	Iteration 0F: 2 clusters Score -49316.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48735.492188 Penalty: 591.480591
	Iteration 0F: 3 clusters Score -48735.49 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48883.554688 Penalty: 591.480591
	Iteration 1F: 3 clusters Score -48883.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48942.386719 Penalty: 591.480591
	Iteration 2F: 3 clusters Score -48942.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48999.183594 Penalty: 591.480591
	Iteration 3F: 3 clusters Score -48999.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49049.597656 Penalty: 591.480591
	Iteration 4Q: 3 clusters Score -49049.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49084.339844 Penalty: 591.480591
	Iteration 5Q: 3 clusters Score -49084.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -49104.683594 Penalty: 591.480591
	Iteration 6Q: 3 clusters Score -49104.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49126.750000 Penalty: 591.480591
	Iteration 7Q: 3 clusters Score -49126.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49150.636719 Penalty: 591.480591
	Iteration 8Q: 3 clusters Score -49150.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49162.593750 Penalty: 591.480591
	Iteration 9Q: 3 clusters Score -49162.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -49170.820312 Penalty: 591.480591
	Iteration 10Q: 3 clusters Score -49170.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49176.214844 Penalty: 591.480591
	Iteration 11Q: 3 clusters Score -49176.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49176.992188 Penalty: 591.480591
	Iteration 12Q: 3 clusters Score -49176.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49178.003906 Penalty: 591.480591
	Iteration 13Q: 3 clusters Score -49178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -49179.363281 Penalty: 591.480591
	Iteration 14Q: 3 clusters Score -49179.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -49181.050781 Penalty: 591.480591
	Iteration 15Q: 3 clusters Score -49181.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49181.585938 Penalty: 591.480591
	Iteration 16Q: 3 clusters Score -49181.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49181.585938 Penalty: 591.480591
	Iteration 17F: 3 clusters Score -49181.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12001.575195 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12001.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11682.469727 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11682.47 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11854.782227 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11854.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11931.091797 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11931.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11960.734375 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -11960.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11968.049805 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -11968.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11969.325195 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -11969.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11969.325195 Penalty: 502.816223
	Iteration 6F: 3 clusters Score -11969.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6005.026367 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6005.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5786.314941 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5786.315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5845.064941 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5845.065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5864.828613 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -5864.829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5875.237305 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5875.237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5882.019531 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -5882.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5884.163086 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -5884.163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5884.163086 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -5884.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -23227.230469 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -23227.23 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 208 members 
Entering Unmasked Estep 
Score: -22808.628906 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -22808.63 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22927.222656 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -22927.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22976.296875 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -22976.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23020.341797 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -23020.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23048.640625 Penalty: 544.538208
	Iteration 4F: 3 clusters Score -23048.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23061.443359 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -23061.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23071.037109 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -23071.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23086.320312 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -23086.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23097.531250 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -23097.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23103.328125 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -23103.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23109.933594 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -23109.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23117.259766 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -23117.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23130.148438 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -23130.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23137.062500 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -23137.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23149.455078 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -23149.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23164.181641 Penalty: 544.538208
	Iteration 15Q: 3 clusters Score -23164.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23170.736328 Penalty: 544.538208
	Iteration 16Q: 3 clusters Score -23170.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23175.509766 Penalty: 544.538208
	Iteration 17Q: 3 clusters Score -23175.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23177.003906 Penalty: 544.538208
	Iteration 18Q: 3 clusters Score -23177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23178.855469 Penalty: 544.538208
	Iteration 19Q: 3 clusters Score -23178.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23178.982422 Penalty: 544.538208
	Iteration 20F: 3 clusters Score -23178.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -4643.028320 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -4643.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4443.037109 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4443.037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4575.758789 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4575.759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4595.546387 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -4595.546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4613.216309 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -4613.216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4626.632324 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -4626.632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4655.682617 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -4655.683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4679.048340 Penalty: 444.334991
	Iteration 6F: 3 clusters Score -4679.048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4690.822266 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -4690.822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4698.724609 Penalty: 444.334991
	Iteration 8Q: 3 clusters Score -4698.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4701.688965 Penalty: 444.334991
	Iteration 9Q: 3 clusters Score -4701.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4705.833496 Penalty: 444.334991
	Iteration 10Q: 3 clusters Score -4705.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4705.833496 Penalty: 444.334991
	Iteration 11F: 3 clusters Score -4705.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 96 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 36 members 
Entering Unmasked Estep 
Score: -14140827.000000 Penalty: 62414.183594
Splitting cluster 107 changes total score from -14141117.000000 to -14140827.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 108 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -33202.074219 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -33202.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32757.306641 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -32757.31 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32848.882812 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -32848.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32880.226562 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -32880.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32897.031250 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -32897.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32913.808594 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -32913.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32929.132812 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -32929.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32940.875000 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -32940.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32944.250000 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -32944.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32944.480469 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -32944.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32944.480469 Penalty: 553.896484
	Iteration 9F: 3 clusters Score -32944.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5971.211914 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5971.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5767.594727 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5767.595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5821.574707 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5821.575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5835.763672 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5835.764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5843.632324 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5843.632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5846.842285 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5846.842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5847.489258 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -5847.489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5860.234375 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -5860.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5862.186035 Penalty: 429.383392
	Iteration 7Q: 3 clusters Score -5862.186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5864.998535 Penalty: 429.383392
	Iteration 8Q: 3 clusters Score -5864.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5866.724609 Penalty: 429.383392
	Iteration 9Q: 3 clusters Score -5866.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5870.728027 Penalty: 429.383392
	Iteration 10Q: 3 clusters Score -5870.728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5873.721191 Penalty: 429.383392
	Iteration 11Q: 3 clusters Score -5873.721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5877.906250 Penalty: 429.383392
	Iteration 12Q: 3 clusters Score -5877.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5877.906250 Penalty: 429.383392
	Iteration 13F: 3 clusters Score -5877.906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -16477.615234 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -16477.62 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 120 members 
Entering Unmasked Estep 
Score: -16175.371094 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -16175.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16227.293945 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -16227.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16242.021484 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -16242.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16244.559570 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -16244.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16245.537109 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -16245.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16248.143555 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -16248.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16253.541992 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -16253.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16254.686523 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -16254.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16256.025391 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -16256.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16257.175781 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -16257.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16260.844727 Penalty: 489.989075
	Iteration 10Q: 3 clusters Score -16260.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16261.731445 Penalty: 489.989075
	Iteration 11Q: 3 clusters Score -16261.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16261.731445 Penalty: 489.989075
	Iteration 12F: 3 clusters Score -16261.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8395 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36036 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96904 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1571 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141103.000000 Penalty: 61851.894531
Iteration 439Q: 111 clusters Score -1.41411e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 36020 members 
Mstep: Class 23 contains 2182 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1949 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17133 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96944 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1567 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141108.000000 Penalty: 61851.894531
Iteration 440F: 111 clusters Score -1.414111e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35999 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1949 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17145 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 96983 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1563 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141114.000000 Penalty: 61851.894531
Iteration 441Q: 111 clusters Score -1.414111e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8301 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35962 members 
Mstep: Class 23 contains 2185 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1949 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17160 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97037 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1560 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141091.000000 Penalty: 61851.894531
Iteration 442Q: 111 clusters Score -1.414109e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8276 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35926 members 
Mstep: Class 23 contains 2186 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1949 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17178 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97080 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1559 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141054.000000 Penalty: 61851.894531
Iteration 443Q: 111 clusters Score -1.414105e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35867 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1948 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17204 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97137 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1558 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141062.000000 Penalty: 61851.894531
Iteration 444Q: 111 clusters Score -1.414106e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8231 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35816 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1948 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17230 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97179 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1559 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141059.000000 Penalty: 61851.894531
Iteration 445Q: 111 clusters Score -1.414106e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35752 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2391 members 
Mstep: Class 40 contains 16740 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1947 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17265 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97227 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1560 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141055.000000 Penalty: 61851.894531
Iteration 446Q: 111 clusters Score -1.414106e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 2165 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35697 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2389 members 
Mstep: Class 40 contains 16739 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1948 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17301 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97261 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1559 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141062.000000 Penalty: 61851.894531
Iteration 447Q: 111 clusters Score -1.414106e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8185 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35637 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2387 members 
Mstep: Class 40 contains 16738 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1948 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17340 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97296 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1560 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141056.000000 Penalty: 61851.894531
Iteration 448Q: 111 clusters Score -1.414106e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8169 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35589 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2387 members 
Mstep: Class 40 contains 16736 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1948 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17367 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 867 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1808 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97335 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1558 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141025.000000 Penalty: 61851.894531
Iteration 449Q: 111 clusters Score -1.414102e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8155 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35546 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2386 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1948 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17398 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1809 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97363 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1558 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141010.000000 Penalty: 61851.894531
Iteration 450Q: 111 clusters Score -1.414101e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35494 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2386 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1949 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17431 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97403 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1557 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141013.000000 Penalty: 61851.894531
Iteration 451Q: 111 clusters Score -1.414101e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35450 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2386 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1949 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17460 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97447 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1555 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141034.000000 Penalty: 61851.894531
Iteration 452Q: 111 clusters Score -1.414103e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8087 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35411 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2385 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17482 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97494 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1548 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141033.000000 Penalty: 61851.894531
Iteration 453Q: 111 clusters Score -1.414103e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8057 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8294 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35370 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2384 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17510 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97540 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1546 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141021.000000 Penalty: 61851.894531
Iteration 454Q: 111 clusters Score -1.414102e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8035 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35315 members 
Mstep: Class 23 contains 2189 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2383 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1950 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17545 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97586 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1544 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141018.000000 Penalty: 61851.894531
Iteration 455Q: 111 clusters Score -1.414102e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 8012 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35262 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2383 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1951 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17575 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 866 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97631 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1543 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141027.000000 Penalty: 61851.894531
Iteration 456Q: 111 clusters Score -1.414103e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7996 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35193 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2382 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17607 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97684 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1542 members 
Mstep: Class 85 contains 540 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141073.000000 Penalty: 61851.894531
Iteration 457Q: 111 clusters Score -1.414107e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35114 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2381 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1952 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17647 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97749 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1538 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141035.000000 Penalty: 61851.894531
Iteration 458Q: 111 clusters Score -1.414104e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7959 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8291 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 35048 members 
Mstep: Class 23 contains 2193 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17682 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97799 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1534 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141037.000000 Penalty: 61851.894531
Iteration 459Q: 111 clusters Score -1.414104e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8290 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34998 members 
Mstep: Class 23 contains 2198 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2379 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17706 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97846 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1530 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141008.000000 Penalty: 61851.894531
Iteration 460F: 111 clusters Score -1.414101e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7922 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8290 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34942 members 
Mstep: Class 23 contains 2203 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17727 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97891 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1530 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140990.000000 Penalty: 61851.894531
Iteration 461Q: 111 clusters Score -1.414099e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7907 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8289 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34894 members 
Mstep: Class 23 contains 2209 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17750 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97928 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1529 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 217 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140986.000000 Penalty: 61851.894531
Iteration 462Q: 111 clusters Score -1.414099e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7884 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8289 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34842 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2376 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17777 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 97977 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1527 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140962.000000 Penalty: 61851.894531
Iteration 463Q: 111 clusters Score -1.414096e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7860 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8289 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34786 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2373 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1953 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17803 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98030 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1526 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140938.000000 Penalty: 61851.894531
Iteration 464Q: 111 clusters Score -1.414094e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7839 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8289 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34726 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2373 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1952 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17834 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98081 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1524 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140934.000000 Penalty: 61851.894531
Iteration 465Q: 111 clusters Score -1.414093e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7814 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34645 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1954 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17866 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98151 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1524 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140913.000000 Penalty: 61851.894531
Iteration 466Q: 111 clusters Score -1.414091e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7786 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34578 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2374 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1955 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17884 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98225 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1522 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140883.000000 Penalty: 61851.894531
Iteration 467Q: 111 clusters Score -1.414088e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34500 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2373 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1955 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17914 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98300 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1517 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140887.000000 Penalty: 61851.894531
Iteration 468Q: 111 clusters Score -1.414089e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7736 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34432 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1955 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17949 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98365 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1509 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140856.000000 Penalty: 61851.894531
Iteration 469Q: 111 clusters Score -1.414086e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7712 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34344 members 
Mstep: Class 23 contains 2239 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2371 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1956 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 17992 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98434 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1502 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140884.000000 Penalty: 61851.894531
Iteration 470Q: 111 clusters Score -1.414088e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7674 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34281 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2370 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1958 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18035 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98489 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1498 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140881.000000 Penalty: 61851.894531
Iteration 471Q: 111 clusters Score -1.414088e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7638 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34220 members 
Mstep: Class 23 contains 2248 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2369 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1960 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18069 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 865 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98550 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1497 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140891.000000 Penalty: 61851.894531
Iteration 472Q: 111 clusters Score -1.414089e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34153 members 
Mstep: Class 23 contains 2250 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1961 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18102 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98623 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1495 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140843.000000 Penalty: 61851.894531
Iteration 473Q: 111 clusters Score -1.414084e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7564 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 34077 members 
Mstep: Class 23 contains 2254 members 
Mstep: Class 24 contains 1621 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1962 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18137 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98700 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1491 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140827.000000 Penalty: 61851.894531
Iteration 474Q: 111 clusters Score -1.414083e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7524 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33998 members 
Mstep: Class 23 contains 2259 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2367 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1965 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18173 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98778 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1489 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140829.000000 Penalty: 61851.894531
Iteration 475Q: 111 clusters Score -1.414083e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8285 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33923 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2367 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1971 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18200 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98860 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1485 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140797.000000 Penalty: 61851.894531
Iteration 476Q: 111 clusters Score -1.41408e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8284 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33854 members 
Mstep: Class 23 contains 2271 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1972 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18221 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 98943 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1484 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140779.000000 Penalty: 61851.894531
Iteration 477Q: 111 clusters Score -1.414078e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33795 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18235 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99020 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1483 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140756.000000 Penalty: 61851.894531
Iteration 478Q: 111 clusters Score -1.414076e+07 nChanged 137
Entering ConstructFrom: 
Score: -14140756.000000 Penalty: 61851.894531
Entering ConstructFrom: 
Trying to split cluster 1 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -20777.886719 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -20777.89 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 148 members 
Entering Unmasked Estep 
Score: -20422.382812 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -20422.38 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20504.187500 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -20504.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20532.076172 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -20532.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20540.402344 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -20540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20555.064453 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -20555.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20565.328125 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -20565.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20570.648438 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -20570.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20572.169922 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -20572.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20572.800781 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -20572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20573.339844 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -20573.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20573.339844 Penalty: 518.435486
	Iteration 10F: 3 clusters Score -20573.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12065.888672 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12065.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11764.526367 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -11764.53 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11853.287109 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -11853.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11889.695312 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -11889.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11918.606445 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -11918.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11951.170898 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -11951.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11986.671875 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -11986.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12043.207031 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12043.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12059.192383 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12059.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12062.363281 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12062.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12063.188477 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -12063.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12064.224609 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -12064.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12064.224609 Penalty: 494.468689
	Iteration 11F: 3 clusters Score -12064.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -4461.544922 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -4461.545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4292.815918 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -4292.816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4506.604004 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -4506.604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4545.675293 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -4545.675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4552.061035 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -4552.061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4552.061035 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -4552.061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 36 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 100 members 
Entering Unmasked Estep 
Score: -14140473.000000 Penalty: 62414.183594
Splitting cluster 3 changes total score from -14140756.000000 to -14140473.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -37363.175781 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -37363.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36894.332031 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -36894.33 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37136.398438 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -37136.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37208.468750 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -37208.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37235.527344 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -37235.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37247.214844 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -37247.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37256.039062 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -37256.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37264.464844 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -37264.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37274.945312 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -37274.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37292.531250 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -37292.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37315.539062 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -37315.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37330.753906 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -37330.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37350.703125 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -37350.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37361.429688 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -37361.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37371.519531 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -37371.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37381.320312 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -37381.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37393.238281 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -37393.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37402.714844 Penalty: 563.876404
	Iteration 16Q: 3 clusters Score -37402.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37407.300781 Penalty: 563.876404
	Iteration 17Q: 3 clusters Score -37407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37409.273438 Penalty: 563.876404
	Iteration 18Q: 3 clusters Score -37409.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37409.503906 Penalty: 563.876404
	Iteration 19Q: 3 clusters Score -37409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37409.632812 Penalty: 563.876404
	Iteration 20F: 3 clusters Score -37409.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 215 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 276 members 
Entering Unmasked Estep 
Score: -14140483.000000 Penalty: 62414.183594
Splitting cluster 4 changes total score from -14140756.000000 to -14140483.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -45613.449219 Penalty: 305.989044
	Iteration 0F: 2 clusters Score -45613.45 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 429 members 
Entering Unmasked Estep 
Score: -44907.078125 Penalty: 611.978088
	Iteration 0F: 3 clusters Score -44907.08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45169.570312 Penalty: 611.978088
	Iteration 1F: 3 clusters Score -45169.57 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -45276.156250 Penalty: 611.978088
	Iteration 2F: 3 clusters Score -45276.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -45328.378906 Penalty: 611.978088
	Iteration 3F: 3 clusters Score -45328.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -45354.265625 Penalty: 611.978088
	Iteration 4Q: 3 clusters Score -45354.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -45369.429688 Penalty: 611.978088
	Iteration 5Q: 3 clusters Score -45369.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -45381.468750 Penalty: 611.978088
	Iteration 6Q: 3 clusters Score -45381.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -45388.230469 Penalty: 611.978088
	Iteration 7Q: 3 clusters Score -45388.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -45393.910156 Penalty: 611.978088
	Iteration 8Q: 3 clusters Score -45393.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -45400.988281 Penalty: 611.978088
	Iteration 9Q: 3 clusters Score -45400.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -45406.804688 Penalty: 611.978088
	Iteration 10Q: 3 clusters Score -45406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -45409.367188 Penalty: 611.978088
	Iteration 11Q: 3 clusters Score -45409.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -45410.820312 Penalty: 611.978088
	Iteration 12Q: 3 clusters Score -45410.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -45412.234375 Penalty: 611.978088
	Iteration 13Q: 3 clusters Score -45412.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -45414.417969 Penalty: 611.978088
	Iteration 14Q: 3 clusters Score -45414.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -45415.261719 Penalty: 611.978088
	Iteration 15Q: 3 clusters Score -45415.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -45415.570312 Penalty: 611.978088
	Iteration 16Q: 3 clusters Score -45415.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -45416.289062 Penalty: 611.978088
	Iteration 17Q: 3 clusters Score -45416.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -45416.804688 Penalty: 611.978088
	Iteration 18Q: 3 clusters Score -45416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -45416.937500 Penalty: 611.978088
	Iteration 19Q: 3 clusters Score -45416.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -45416.937500 Penalty: 611.978088
	Iteration 20F: 3 clusters Score -45416.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -445240.000000 Penalty: 405.240875
	Iteration 0F: 2 clusters Score -445240 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 3597 members 
Entering Unmasked Estep 
Score: -440267.562500 Penalty: 810.481750
	Iteration 0F: 3 clusters Score -440267.6 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -442343.468750 Penalty: 810.481750
	Iteration 1F: 3 clusters Score -442343.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -442709.250000 Penalty: 810.481750
	Iteration 2F: 3 clusters Score -442709.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -443235.781250 Penalty: 810.481750
	Iteration 3F: 3 clusters Score -443235.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -443857.875000 Penalty: 810.481750
	Iteration 4F: 3 clusters Score -443857.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -444364.156250 Penalty: 810.481750
	Iteration 5F: 3 clusters Score -444364.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -444660.937500 Penalty: 810.481750
	Iteration 6Q: 3 clusters Score -444660.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -444774.531250 Penalty: 810.481750
	Iteration 7Q: 3 clusters Score -444774.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -444820.281250 Penalty: 810.481750
	Iteration 8Q: 3 clusters Score -444820.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -444854.656250 Penalty: 810.481750
	Iteration 9Q: 3 clusters Score -444854.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -444879.687500 Penalty: 810.481750
	Iteration 10Q: 3 clusters Score -444879.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -444891.875000 Penalty: 810.481750
	Iteration 11Q: 3 clusters Score -444891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -444898.437500 Penalty: 810.481750
	Iteration 12Q: 3 clusters Score -444898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -444901.375000 Penalty: 810.481750
	Iteration 13Q: 3 clusters Score -444901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -444902.031250 Penalty: 810.481750
	Iteration 14Q: 3 clusters Score -444902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -444902.031250 Penalty: 810.481750
	Iteration 15F: 3 clusters Score -444902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -177703.687500 Penalty: 349.468994
	Iteration 0F: 2 clusters Score -177703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -176149.187500 Penalty: 698.937988
	Iteration 0F: 3 clusters Score -176149.2 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -176763.921875 Penalty: 698.937988
	Iteration 1F: 3 clusters Score -176763.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -177047.687500 Penalty: 698.937988
	Iteration 2F: 3 clusters Score -177047.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -177313.187500 Penalty: 698.937988
	Iteration 3F: 3 clusters Score -177313.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -177484.046875 Penalty: 698.937988
	Iteration 4F: 3 clusters Score -177484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -177563.812500 Penalty: 698.937988
	Iteration 5F: 3 clusters Score -177563.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -177605.937500 Penalty: 698.937988
	Iteration 6Q: 3 clusters Score -177605.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -177627.828125 Penalty: 698.937988
	Iteration 7Q: 3 clusters Score -177627.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -177648.343750 Penalty: 698.937988
	Iteration 8Q: 3 clusters Score -177648.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -177662.125000 Penalty: 698.937988
	Iteration 9Q: 3 clusters Score -177662.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -177677.343750 Penalty: 698.937988
	Iteration 10Q: 3 clusters Score -177677.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177682.187500 Penalty: 698.937988
	Iteration 11Q: 3 clusters Score -177682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -177685.437500 Penalty: 698.937988
	Iteration 12Q: 3 clusters Score -177685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -177688.734375 Penalty: 698.937988
	Iteration 13Q: 3 clusters Score -177688.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -177692.640625 Penalty: 698.937988
	Iteration 14Q: 3 clusters Score -177692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -177695.484375 Penalty: 698.937988
	Iteration 15Q: 3 clusters Score -177695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -177697.296875 Penalty: 698.937988
	Iteration 16Q: 3 clusters Score -177697.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -177698.921875 Penalty: 698.937988
	Iteration 17Q: 3 clusters Score -177698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -177699.859375 Penalty: 698.937988
	Iteration 18Q: 3 clusters Score -177699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -177700.765625 Penalty: 698.937988
	Iteration 19Q: 3 clusters Score -177700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -177700.843750 Penalty: 698.937988
	Iteration 20F: 3 clusters Score -177700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -28358.257812 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -28358.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27888.330078 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -27888.33 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27993.191406 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -27993.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28012.167969 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -28012.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28019.515625 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -28019.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28023.296875 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -28023.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28028.548828 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -28028.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28033.605469 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -28033.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28038.222656 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -28038.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28039.490234 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -28039.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28040.525391 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -28040.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28042.576172 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -28042.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28044.171875 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -28044.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28044.531250 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -28044.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28045.117188 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -28045.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28045.960938 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -28045.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28046.521484 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -28046.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28046.820312 Penalty: 558.729492
	Iteration 16Q: 3 clusters Score -28046.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28047.027344 Penalty: 558.729492
	Iteration 17Q: 3 clusters Score -28047.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28047.226562 Penalty: 558.729492
	Iteration 18Q: 3 clusters Score -28047.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28047.759766 Penalty: 558.729492
	Iteration 19Q: 3 clusters Score -28047.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28048.279297 Penalty: 558.729492
	Iteration 20F: 3 clusters Score -28048.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28048.421875 Penalty: 558.729492
	Iteration 21Q: 3 clusters Score -28048.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28048.421875 Penalty: 558.729492
	Iteration 22F: 3 clusters Score -28048.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -7301.912598 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -7301.913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7055.888672 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7055.889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7121.208008 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7121.208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7150.562988 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7150.563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7156.907715 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7156.908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7171.405762 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7171.406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7174.117676 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7174.118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7175.515625 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7175.516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7175.515625 Penalty: 456.572449
	Iteration 7F: 3 clusters Score -7175.516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -30296.988281 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -30296.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29801.490234 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -29801.49 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29922.568359 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -29922.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29954.638672 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -29954.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29970.537109 Penalty: 562.569763
	Iteration 3Q: 3 clusters Score -29970.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29980.308594 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -29980.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29984.001953 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -29984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29988.656250 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -29988.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29994.798828 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -29994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30000.552734 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -30000.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30002.447266 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -30002.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30004.728516 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -30004.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30005.214844 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -30005.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30006.796875 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -30006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30007.683594 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -30007.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30008.263672 Penalty: 562.569763
	Iteration 14Q: 3 clusters Score -30008.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30010.236328 Penalty: 562.569763
	Iteration 15Q: 3 clusters Score -30010.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30010.457031 Penalty: 562.569763
	Iteration 16Q: 3 clusters Score -30010.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30010.457031 Penalty: 562.569763
	Iteration 17F: 3 clusters Score -30010.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -18147.382812 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18147.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17757.642578 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17757.64 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17895.507812 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -17895.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18003.949219 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -18003.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18084.322266 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -18084.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18125.246094 Penalty: 534.873962
	Iteration 4F: 3 clusters Score -18125.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -18146.396484 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -18146.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18156.501953 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -18161.392578 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18161.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -18165.312500 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -18165.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -18165.312500 Penalty: 534.873962
	Iteration 9F: 3 clusters Score -18165.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 52 members 
Entering Unmasked Estep 
Score: -14140452.000000 Penalty: 62414.183594
Splitting cluster 11 changes total score from -14140756.000000 to -14140452.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21865.652344 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21865.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21450.314453 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21450.31 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21549.994141 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21549.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21573.251953 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21573.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21586.994141 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21586.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21598.298828 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21598.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21607.958984 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21607.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21614.707031 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21614.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21626.638672 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21626.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21634.169922 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21634.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21645.435547 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21645.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21650.591797 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21650.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21652.476562 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21652.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21660.476562 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -21660.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21664.513672 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -21664.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21666.093750 Penalty: 542.685730
	Iteration 14Q: 3 clusters Score -21666.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21666.093750 Penalty: 542.685730
	Iteration 15F: 3 clusters Score -21666.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -4219.658691 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -4219.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4038.623535 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4038.624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4084.609619 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4084.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4114.471680 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4114.472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4120.811523 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4120.812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4128.355957 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -4128.356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4132.045898 Penalty: 399.894867
	Iteration 5Q: 3 clusters Score -4132.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4132.045898 Penalty: 399.894867
	Iteration 6F: 3 clusters Score -4132.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10212.807617 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -10212.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9938.981445 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -9938.981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10043.291992 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -10043.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10118.963867 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -10118.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10189.982422 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -10189.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10248.991211 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -10248.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10285.920898 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -10285.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10320.142578 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -10320.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10331.504883 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -10331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10331.504883 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -10331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 94 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 105 members 
Entering Unmasked Estep 
Score: -14140514.000000 Penalty: 62414.183594
Splitting cluster 14 changes total score from -14140756.000000 to -14140514.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -18385.521484 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -18385.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18034.398438 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18034.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18082.261719 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18082.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18092.878906 Penalty: 514.056702
	Iteration 2Q: 3 clusters Score -18092.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18099.314453 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -18099.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18107.939453 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -18107.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18115.984375 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -18115.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18120.410156 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -18120.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18125.892578 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -18125.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18131.455078 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -18131.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18133.267578 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -18133.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18135.140625 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -18135.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18138.357422 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -18138.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18140.792969 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -18140.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18144.615234 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -18144.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18144.984375 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -18144.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18145.376953 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -18145.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18145.376953 Penalty: 514.056702
	Iteration 16F: 3 clusters Score -18145.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -25020.027344 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -25020.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24562.291016 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -24562.29 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24667.058594 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -24667.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24702.183594 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -24702.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24723.025391 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -24723.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24730.775391 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -24730.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24736.070312 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -24736.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24739.771484 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -24739.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24742.640625 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -24742.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24743.671875 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -24743.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24744.814453 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -24744.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24746.023438 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -24746.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24746.216797 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -24746.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24746.957031 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -24746.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24747.144531 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -24747.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24747.144531 Penalty: 557.743591
	Iteration 14F: 3 clusters Score -24747.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -8355.820312 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -8355.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8116.704102 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -8116.704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8178.437012 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -8178.437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8188.675293 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -8188.675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8191.500488 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -8191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8199.788086 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -8199.788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8199.788086 Penalty: 465.737427
	Iteration 5F: 3 clusters Score -8199.788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -17407.378906 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -17407.38 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 142 members 
Entering Unmasked Estep 
Score: -17051.492188 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -17051.49 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17129.875000 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -17129.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17171.250000 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -17171.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17194.035156 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -17194.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17208.494141 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -17208.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17228.238281 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -17228.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17249.417969 Penalty: 509.118713
	Iteration 6F: 3 clusters Score -17249.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17267.556641 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -17267.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17271.648438 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -17271.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17271.648438 Penalty: 509.118713
	Iteration 9F: 3 clusters Score -17271.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Entering Unmasked Estep 
Score: -460458.281250 Penalty: 410.499207
	Iteration 0F: 2 clusters Score -460458.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -454904.437500 Penalty: 820.998413
	Iteration 0F: 3 clusters Score -454904.4 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -457090.343750 Penalty: 820.998413
	Iteration 1F: 3 clusters Score -457090.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -457431.000000 Penalty: 820.998413
	Iteration 2F: 3 clusters Score -457431 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -457874.875000 Penalty: 820.998413
	Iteration 3F: 3 clusters Score -457874.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -458325.125000 Penalty: 820.998413
	Iteration 4F: 3 clusters Score -458325.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -458665.500000 Penalty: 820.998413
	Iteration 5F: 3 clusters Score -458665.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -458872.812500 Penalty: 820.998413
	Iteration 6F: 3 clusters Score -458872.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -459040.406250 Penalty: 820.998413
	Iteration 7Q: 3 clusters Score -459040.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -459193.375000 Penalty: 820.998413
	Iteration 8Q: 3 clusters Score -459193.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -459339.125000 Penalty: 820.998413
	Iteration 9Q: 3 clusters Score -459339.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -459480.843750 Penalty: 820.998413
	Iteration 10Q: 3 clusters Score -459480.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -459621.718750 Penalty: 820.998413
	Iteration 11Q: 3 clusters Score -459621.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -459735.156250 Penalty: 820.998413
	Iteration 12Q: 3 clusters Score -459735.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -459841.062500 Penalty: 820.998413
	Iteration 13Q: 3 clusters Score -459841.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -459942.375000 Penalty: 820.998413
	Iteration 14Q: 3 clusters Score -459942.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -460014.593750 Penalty: 820.998413
	Iteration 15Q: 3 clusters Score -460014.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -460067.343750 Penalty: 820.998413
	Iteration 16Q: 3 clusters Score -460067.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -460106.656250 Penalty: 820.998413
	Iteration 17Q: 3 clusters Score -460106.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -460125.718750 Penalty: 820.998413
	Iteration 18Q: 3 clusters Score -460125.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -460143.656250 Penalty: 820.998413
	Iteration 19Q: 3 clusters Score -460143.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -460152.218750 Penalty: 820.998413
	Iteration 20F: 3 clusters Score -460152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -460158.125000 Penalty: 820.998413
	Iteration 21Q: 3 clusters Score -460158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -460164.281250 Penalty: 820.998413
	Iteration 22Q: 3 clusters Score -460164.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -460169.625000 Penalty: 820.998413
	Iteration 23Q: 3 clusters Score -460169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -460172.531250 Penalty: 820.998413
	Iteration 24Q: 3 clusters Score -460172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -460174.375000 Penalty: 820.998413
	Iteration 25Q: 3 clusters Score -460174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -460174.250000 Penalty: 820.998413
	Iteration 26Q: 3 clusters Score -460174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -460175.093750 Penalty: 820.998413
	Iteration 27Q: 3 clusters Score -460175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -460177.062500 Penalty: 820.998413
	Iteration 28Q: 3 clusters Score -460177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -460177.062500 Penalty: 820.998413
	Iteration 29F: 3 clusters Score -460177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -4167.662109 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -4167.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4042.724854 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -4042.725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4086.232178 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -4086.232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4135.013672 Penalty: 389.176636
	Iteration 2F: 3 clusters Score -4135.014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4143.736328 Penalty: 389.176636
	Iteration 3Q: 3 clusters Score -4143.736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4146.624023 Penalty: 389.176636
	Iteration 4Q: 3 clusters Score -4146.624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4150.362793 Penalty: 389.176636
	Iteration 5Q: 3 clusters Score -4150.363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4150.362793 Penalty: 389.176636
	Iteration 6F: 3 clusters Score -4150.363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -105720.585938 Penalty: 339.373688
	Iteration 0F: 2 clusters Score -105720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -104419.085938 Penalty: 678.747375
	Iteration 0F: 3 clusters Score -104419.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -104830.703125 Penalty: 678.747375
	Iteration 1F: 3 clusters Score -104830.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -104880.023438 Penalty: 678.747375
	Iteration 2F: 3 clusters Score -104880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -104935.726562 Penalty: 678.747375
	Iteration 3F: 3 clusters Score -104935.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -105000.445312 Penalty: 678.747375
	Iteration 4F: 3 clusters Score -105000.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -105067.804688 Penalty: 678.747375
	Iteration 5F: 3 clusters Score -105067.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -105130.281250 Penalty: 678.747375
	Iteration 6F: 3 clusters Score -105130.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -105199.289062 Penalty: 678.747375
	Iteration 7Q: 3 clusters Score -105199.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -105262.203125 Penalty: 678.747375
	Iteration 8Q: 3 clusters Score -105262.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -105301.757812 Penalty: 678.747375
	Iteration 9Q: 3 clusters Score -105301.8 nChanged 35
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: -105333.398438 Penalty: 678.747375
	Iteration 10Q: 3 clusters Score -105333.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -105354.984375 Penalty: 678.747375
	Iteration 11Q: 3 clusters Score -105355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -105370.734375 Penalty: 678.747375
	Iteration 12Q: 3 clusters Score -105370.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -105384.960938 Penalty: 678.747375
	Iteration 13Q: 3 clusters Score -105385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -105406.117188 Penalty: 678.747375
	Iteration 14Q: 3 clusters Score -105406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -105421.562500 Penalty: 678.747375
	Iteration 15Q: 3 clusters Score -105421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -105423.234375 Penalty: 678.747375
	Iteration 16Q: 3 clusters Score -105423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -105423.234375 Penalty: 678.747375
	Iteration 17F: 3 clusters Score -105423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Entering Unmasked Estep 
Score: -2068529.250000 Penalty: 474.396271
	Iteration 0F: 2 clusters Score -2068529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2045984.375000 Penalty: 948.792542
	Iteration 0F: 3 clusters Score -2045984 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2055813.000000 Penalty: 948.792542
	Iteration 1F: 3 clusters Score -2055813 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2056511.000000 Penalty: 948.792542
	Iteration 2F: 3 clusters Score -2056511 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2057394.000000 Penalty: 948.792542
	Iteration 3F: 3 clusters Score -2057394 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2058450.875000 Penalty: 948.792542
	Iteration 4F: 3 clusters Score -2058451 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2059667.625000 Penalty: 948.792542
	Iteration 5F: 3 clusters Score -2059668 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2060986.125000 Penalty: 948.792542
	Iteration 6F: 3 clusters Score -2060986 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2062350.375000 Penalty: 948.792542
	Iteration 7F: 3 clusters Score -2062350 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2063393.500000 Penalty: 948.792542
	Iteration 8Q: 3 clusters Score -2063394 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2064057.750000 Penalty: 948.792542
	Iteration 9Q: 3 clusters Score -2064058 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2064504.125000 Penalty: 948.792542
	Iteration 10Q: 3 clusters Score -2064504 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2064900.875000 Penalty: 948.792542
	Iteration 11Q: 3 clusters Score -2064901 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2065333.500000 Penalty: 948.792542
	Iteration 12Q: 3 clusters Score -2065334 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2065806.875000 Penalty: 948.792542
	Iteration 13Q: 3 clusters Score -2065807 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2066282.625000 Penalty: 948.792542
	Iteration 14Q: 3 clusters Score -2066283 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2066729.375000 Penalty: 948.792542
	Iteration 15Q: 3 clusters Score -2066729 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2067140.000000 Penalty: 948.792542
	Iteration 16Q: 3 clusters Score -2067140 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2067466.000000 Penalty: 948.792542
	Iteration 17Q: 3 clusters Score -2067466 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2067696.625000 Penalty: 948.792542
	Iteration 18Q: 3 clusters Score -2067697 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2067859.375000 Penalty: 948.792542
	Iteration 19Q: 3 clusters Score -2067859 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2067997.375000 Penalty: 948.792542
	Iteration 20F: 3 clusters Score -2067997 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2068088.500000 Penalty: 948.792542
	Iteration 21Q: 3 clusters Score -2068088 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2068148.625000 Penalty: 948.792542
	Iteration 22Q: 3 clusters Score -2068149 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2068187.250000 Penalty: 948.792542
	Iteration 23Q: 3 clusters Score -2068187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2068211.500000 Penalty: 948.792542
	Iteration 24Q: 3 clusters Score -2068212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2068230.625000 Penalty: 948.792542
	Iteration 25Q: 3 clusters Score -2068231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2068247.625000 Penalty: 948.792542
	Iteration 26Q: 3 clusters Score -2068248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2068257.375000 Penalty: 948.792542
	Iteration 27Q: 3 clusters Score -2068257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2068260.625000 Penalty: 948.792542
	Iteration 28Q: 3 clusters Score -2068261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2068265.625000 Penalty: 948.792542
	Iteration 29Q: 3 clusters Score -2068266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2068271.000000 Penalty: 948.792542
	Iteration 30Q: 3 clusters Score -2068271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2068278.500000 Penalty: 948.792542
	Iteration 31Q: 3 clusters Score -2068278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2068280.125000 Penalty: 948.792542
	Iteration 32Q: 3 clusters Score -2068280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2068277.250000 Penalty: 948.792542
	Iteration 33Q: 3 clusters Score -2068277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2068278.000000 Penalty: 948.792542
	Iteration 34Q: 3 clusters Score -2068278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2068278.000000 Penalty: 948.792542
	Iteration 35F: 3 clusters Score -2068278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -151590.265625 Penalty: 351.742950
	Iteration 0F: 2 clusters Score -151590.3 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 1149 members 
Entering Unmasked Estep 
Score: -149991.125000 Penalty: 703.485901
	Iteration 0F: 3 clusters Score -149991.1 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -150522.953125 Penalty: 703.485901
	Iteration 1F: 3 clusters Score -150523 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -150600.421875 Penalty: 703.485901
	Iteration 2F: 3 clusters Score -150600.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -150651.546875 Penalty: 703.485901
	Iteration 3Q: 3 clusters Score -150651.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -150715.421875 Penalty: 703.485901
	Iteration 4Q: 3 clusters Score -150715.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -150785.687500 Penalty: 703.485901
	Iteration 5Q: 3 clusters Score -150785.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -150856.843750 Penalty: 703.485901
	Iteration 6Q: 3 clusters Score -150856.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -150945.375000 Penalty: 703.485901
	Iteration 7Q: 3 clusters Score -150945.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -151015.437500 Penalty: 703.485901
	Iteration 8Q: 3 clusters Score -151015.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -151075.312500 Penalty: 703.485901
	Iteration 9Q: 3 clusters Score -151075.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -151099.437500 Penalty: 703.485901
	Iteration 10Q: 3 clusters Score -151099.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -151107.062500 Penalty: 703.485901
	Iteration 11Q: 3 clusters Score -151107.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -151113.968750 Penalty: 703.485901
	Iteration 12Q: 3 clusters Score -151114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -151122.015625 Penalty: 703.485901
	Iteration 13Q: 3 clusters Score -151122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -151130.609375 Penalty: 703.485901
	Iteration 14Q: 3 clusters Score -151130.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -151136.125000 Penalty: 703.485901
	Iteration 15Q: 3 clusters Score -151136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -151139.562500 Penalty: 703.485901
	Iteration 16Q: 3 clusters Score -151139.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -151142.250000 Penalty: 703.485901
	Iteration 17Q: 3 clusters Score -151142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -151143.906250 Penalty: 703.485901
	Iteration 18Q: 3 clusters Score -151143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -151144.796875 Penalty: 703.485901
	Iteration 19Q: 3 clusters Score -151144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -151145.421875 Penalty: 703.485901
	Iteration 20F: 3 clusters Score -151145.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -151147.140625 Penalty: 703.485901
	Iteration 21Q: 3 clusters Score -151147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -151148.921875 Penalty: 703.485901
	Iteration 22Q: 3 clusters Score -151148.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -151151.468750 Penalty: 703.485901
	Iteration 23Q: 3 clusters Score -151151.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -151154.140625 Penalty: 703.485901
	Iteration 24Q: 3 clusters Score -151154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -151159.609375 Penalty: 703.485901
	Iteration 25Q: 3 clusters Score -151159.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -151164.531250 Penalty: 703.485901
	Iteration 26Q: 3 clusters Score -151164.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -151168.000000 Penalty: 703.485901
	Iteration 27Q: 3 clusters Score -151168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -151173.562500 Penalty: 703.485901
	Iteration 28Q: 3 clusters Score -151173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -151177.234375 Penalty: 703.485901
	Iteration 29Q: 3 clusters Score -151177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -151178.671875 Penalty: 703.485901
	Iteration 30Q: 3 clusters Score -151178.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -151179.375000 Penalty: 703.485901
	Iteration 31Q: 3 clusters Score -151179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -151179.765625 Penalty: 703.485901
	Iteration 32Q: 3 clusters Score -151179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -151180.359375 Penalty: 703.485901
	Iteration 33Q: 3 clusters Score -151180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -151181.046875 Penalty: 703.485901
	Iteration 34Q: 3 clusters Score -151181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -151181.437500 Penalty: 703.485901
	Iteration 35Q: 3 clusters Score -151181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -151181.859375 Penalty: 703.485901
	Iteration 36Q: 3 clusters Score -151181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -151182.781250 Penalty: 703.485901
	Iteration 37Q: 3 clusters Score -151182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -151184.062500 Penalty: 703.485901
	Iteration 38Q: 3 clusters Score -151184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -151186.000000 Penalty: 703.485901
	Iteration 39Q: 3 clusters Score -151186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -151187.765625 Penalty: 703.485901
	Iteration 40F: 3 clusters Score -151187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -151189.906250 Penalty: 703.485901
	Iteration 41Q: 3 clusters Score -151189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -151191.140625 Penalty: 703.485901
	Iteration 42Q: 3 clusters Score -151191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -151192.796875 Penalty: 703.485901
	Iteration 43Q: 3 clusters Score -151192.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -151193.859375 Penalty: 703.485901
	Iteration 44Q: 3 clusters Score -151193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -151195.109375 Penalty: 703.485901
	Iteration 45Q: 3 clusters Score -151195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -151196.453125 Penalty: 703.485901
	Iteration 46Q: 3 clusters Score -151196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -151198.031250 Penalty: 703.485901
	Iteration 47Q: 3 clusters Score -151198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -151199.312500 Penalty: 703.485901
	Iteration 48Q: 3 clusters Score -151199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -151201.593750 Penalty: 703.485901
	Iteration 49Q: 3 clusters Score -151201.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -151202.968750 Penalty: 703.485901
	Iteration 50Q: 3 clusters Score -151203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -151204.453125 Penalty: 703.485901
	Iteration 51Q: 3 clusters Score -151204.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -151206.078125 Penalty: 703.485901
	Iteration 52Q: 3 clusters Score -151206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -151207.625000 Penalty: 703.485901
	Iteration 53Q: 3 clusters Score -151207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -151208.562500 Penalty: 703.485901
	Iteration 54Q: 3 clusters Score -151208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -151211.312500 Penalty: 703.485901
	Iteration 55Q: 3 clusters Score -151211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -151212.500000 Penalty: 703.485901
	Iteration 56Q: 3 clusters Score -151212.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -151215.187500 Penalty: 703.485901
	Iteration 57Q: 3 clusters Score -151215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -151217.125000 Penalty: 703.485901
	Iteration 58Q: 3 clusters Score -151217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -151218.406250 Penalty: 703.485901
	Iteration 59Q: 3 clusters Score -151218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -151218.765625 Penalty: 703.485901
	Iteration 60F: 3 clusters Score -151218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -151219.375000 Penalty: 703.485901
	Iteration 61Q: 3 clusters Score -151219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -151219.375000 Penalty: 703.485901
	Iteration 62Q: 3 clusters Score -151219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -151220.015625 Penalty: 703.485901
	Iteration 63Q: 3 clusters Score -151220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -151220.984375 Penalty: 703.485901
	Iteration 64Q: 3 clusters Score -151221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -151221.656250 Penalty: 703.485901
	Iteration 65Q: 3 clusters Score -151221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -151222.453125 Penalty: 703.485901
	Iteration 66Q: 3 clusters Score -151222.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -151222.625000 Penalty: 703.485901
	Iteration 67Q: 3 clusters Score -151222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -151222.765625 Penalty: 703.485901
	Iteration 68Q: 3 clusters Score -151222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -151222.843750 Penalty: 703.485901
	Iteration 69Q: 3 clusters Score -151222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -151222.843750 Penalty: 703.485901
	Iteration 70F: 3 clusters Score -151222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -98657.609375 Penalty: 336.253265
	Iteration 0F: 2 clusters Score -98657.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -97467.765625 Penalty: 672.506531
	Iteration 0F: 3 clusters Score -97467.77 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -97873.148438 Penalty: 672.506531
	Iteration 1F: 3 clusters Score -97873.15 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -97964.078125 Penalty: 672.506531
	Iteration 2F: 3 clusters Score -97964.08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -98030.234375 Penalty: 672.506531
	Iteration 3F: 3 clusters Score -98030.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98077.812500 Penalty: 672.506531
	Iteration 4Q: 3 clusters Score -98077.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98118.148438 Penalty: 672.506531
	Iteration 5Q: 3 clusters Score -98118.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98146.179688 Penalty: 672.506531
	Iteration 6Q: 3 clusters Score -98146.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98181.289062 Penalty: 672.506531
	Iteration 7Q: 3 clusters Score -98181.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98198.046875 Penalty: 672.506531
	Iteration 8Q: 3 clusters Score -98198.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98217.242188 Penalty: 672.506531
	Iteration 9Q: 3 clusters Score -98217.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98237.656250 Penalty: 672.506531
	Iteration 10Q: 3 clusters Score -98237.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98252.226562 Penalty: 672.506531
	Iteration 11Q: 3 clusters Score -98252.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98265.007812 Penalty: 672.506531
	Iteration 12Q: 3 clusters Score -98265.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -98278.976562 Penalty: 672.506531
	Iteration 13Q: 3 clusters Score -98278.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -98295.781250 Penalty: 672.506531
	Iteration 14Q: 3 clusters Score -98295.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -98317.570312 Penalty: 672.506531
	Iteration 15Q: 3 clusters Score -98317.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -98330.125000 Penalty: 672.506531
	Iteration 16Q: 3 clusters Score -98330.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -98337.132812 Penalty: 672.506531
	Iteration 17Q: 3 clusters Score -98337.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -98340.710938 Penalty: 672.506531
	Iteration 18Q: 3 clusters Score -98340.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -98344.734375 Penalty: 672.506531
	Iteration 19Q: 3 clusters Score -98344.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -98355.882812 Penalty: 672.506531
	Iteration 20F: 3 clusters Score -98355.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -98365.734375 Penalty: 672.506531
	Iteration 21Q: 3 clusters Score -98365.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -98367.757812 Penalty: 672.506531
	Iteration 22Q: 3 clusters Score -98367.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -98370.296875 Penalty: 672.506531
	Iteration 23Q: 3 clusters Score -98370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -98373.101562 Penalty: 672.506531
	Iteration 24Q: 3 clusters Score -98373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -98373.687500 Penalty: 672.506531
	Iteration 25Q: 3 clusters Score -98373.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -98373.945312 Penalty: 672.506531
	Iteration 26Q: 3 clusters Score -98373.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -98373.945312 Penalty: 672.506531
	Iteration 27F: 3 clusters Score -98373.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -18063.765625 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -18063.77 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 124 members 
Entering Unmasked Estep 
Score: -17737.123047 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -17737.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17858.271484 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -17858.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17902.283203 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -17902.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17957.957031 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -17957.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17984.046875 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -17984.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17990.576172 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -17990.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17996.896484 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -17996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18009.138672 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -18009.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18019.923828 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -18019.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18030.593750 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -18030.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18053.388672 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -18053.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18055.294922 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -18055.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18059.324219 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -18059.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18061.056641 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -18061.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18061.056641 Penalty: 513.413574
	Iteration 14F: 3 clusters Score -18061.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -6664.474121 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -6664.474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6442.863281 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -6442.863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6490.627930 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -6490.628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6504.905762 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -6504.906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6511.692871 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -6511.693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6516.791504 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -6516.792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6521.088867 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -6521.089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6521.573730 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -6521.574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6521.573730 Penalty: 447.718262
	Iteration 7F: 3 clusters Score -6521.574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16924.691406 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16924.69 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 111 members 
Entering Unmasked Estep 
Score: -16600.689453 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16600.69 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16657.087891 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16657.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16669.757812 Penalty: 502.088196
	Iteration 2Q: 3 clusters Score -16669.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16677.476562 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -16677.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16685.341797 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16685.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16687.322266 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16687.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16688.935547 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -16688.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16689.369141 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -16689.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16689.369141 Penalty: 502.088196
	Iteration 8F: 3 clusters Score -16689.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145156.468750 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145156.5 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 1213 members 
Entering Unmasked Estep 
Score: -143436.515625 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143436.5 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -143994.718750 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -143994.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -144059.875000 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144059.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -144110.156250 Penalty: 708.689514
	Iteration 3Q: 3 clusters Score -144110.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -144152.875000 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -144152.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -144203.375000 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144203.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -144252.031250 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -144252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -144311.906250 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144311.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -144381.109375 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144381.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -144466.328125 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144466.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -144567.484375 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144567.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -144680.671875 Penalty: 708.689514
	Iteration 11F: 3 clusters Score -144680.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -144755.375000 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144755.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -144810.203125 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144810.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -144846.187500 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144846.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -144860.234375 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -144868.953125 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -144877.937500 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144877.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -144881.140625 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144881.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -144883.703125 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144883.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -144887.171875 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -144888.156250 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -144888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -144888.765625 Penalty: 708.689514
	Iteration 22Q: 3 clusters Score -144888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -144889.531250 Penalty: 708.689514
	Iteration 23Q: 3 clusters Score -144889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -144890.359375 Penalty: 708.689514
	Iteration 24Q: 3 clusters Score -144890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -144890.343750 Penalty: 708.689514
	Iteration 25Q: 3 clusters Score -144890.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -144890.343750 Penalty: 708.689514
	Iteration 26F: 3 clusters Score -144890.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -34188.250000 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -34188.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33662.410156 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -33662.41 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33840.730469 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -33840.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33904.394531 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -33904.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33950.042969 Penalty: 578.247681
	Iteration 3F: 3 clusters Score -33950.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33993.992188 Penalty: 578.247681
	Iteration 4F: 3 clusters Score -33993.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34017.476562 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -34017.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34026.687500 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -34026.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34029.828125 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -34029.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34033.660156 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -34033.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -34042.847656 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -34042.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34052.140625 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -34052.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34058.089844 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -34058.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34060.875000 Penalty: 578.247681
	Iteration 12Q: 3 clusters Score -34060.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34062.605469 Penalty: 578.247681
	Iteration 13Q: 3 clusters Score -34062.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34064.093750 Penalty: 578.247681
	Iteration 14Q: 3 clusters Score -34064.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34066.953125 Penalty: 578.247681
	Iteration 15Q: 3 clusters Score -34066.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34069.496094 Penalty: 578.247681
	Iteration 16Q: 3 clusters Score -34069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34070.046875 Penalty: 578.247681
	Iteration 17Q: 3 clusters Score -34070.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34070.046875 Penalty: 578.247681
	Iteration 18F: 3 clusters Score -34070.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -7054.166504 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -7054.167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6846.507324 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -6846.507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6938.881348 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -6938.881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6983.254395 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -6983.254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7033.104980 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -7033.105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7060.094238 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -7060.094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7077.895020 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -7077.895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7112.533203 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -7112.533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7141.013672 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -7141.014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7147.896484 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -7147.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7147.896484 Penalty: 461.840820
	Iteration 9F: 3 clusters Score -7147.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 70 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 90 members 
Entering Unmasked Estep 
Score: -14140491.000000 Penalty: 62414.183594
Splitting cluster 30 changes total score from -14140756.000000 to -14140491.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9871.688477 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9871.688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9625.921875 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9625.922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9699.044922 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9699.045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9710.136719 Penalty: 469.474030
	Iteration 2Q: 3 clusters Score -9710.137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9712.419922 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9712.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9715.653320 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9715.653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9719.323242 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9719.323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9725.046875 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9725.047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9733.840820 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9733.841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9738.307617 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9738.308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9738.307617 Penalty: 469.474030
	Iteration 9F: 3 clusters Score -9738.308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -31030.785156 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -31030.79 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 243 members 
Entering Unmasked Estep 
Score: -30539.126953 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30539.13 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30684.935547 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30684.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30731.425781 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30731.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30749.851562 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -30749.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30761.150391 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30761.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30769.435547 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30769.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30775.464844 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30775.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30782.625000 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30782.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30785.753906 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30785.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30786.791016 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30786.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30789.289062 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30789.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30792.103516 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -30792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30794.554688 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -30794.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30795.439453 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -30795.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30796.187500 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -30796.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30797.005859 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -30797.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30797.255859 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -30797.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30797.664062 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -30797.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30797.664062 Penalty: 569.969238
	Iteration 18F: 3 clusters Score -30797.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -21034.578125 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -21034.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20550.660156 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -20550.66 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20705.382812 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -20705.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20748.234375 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -20748.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20777.089844 Penalty: 558.336426
	Iteration 3Q: 3 clusters Score -20777.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20788.828125 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -20788.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20790.468750 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -20790.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20792.304688 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -20792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20796.701172 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -20796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20803.539062 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -20803.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20808.054688 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -20808.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20815.595703 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -20815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20821.359375 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -20821.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20825.345703 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -20825.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20828.109375 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -20828.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20829.568359 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -20829.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20834.224609 Penalty: 558.336426
	Iteration 15Q: 3 clusters Score -20834.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20841.173828 Penalty: 558.336426
	Iteration 16Q: 3 clusters Score -20841.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20853.611328 Penalty: 558.336426
	Iteration 17Q: 3 clusters Score -20853.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20855.232422 Penalty: 558.336426
	Iteration 18Q: 3 clusters Score -20855.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20856.240234 Penalty: 558.336426
	Iteration 19Q: 3 clusters Score -20856.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20856.240234 Penalty: 558.336426
	Iteration 20F: 3 clusters Score -20856.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -54617.867188 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -54617.87 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 391 members 
Entering Unmasked Estep 
Score: -53968.531250 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -53968.53 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -54303.144531 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -54303.14 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54416.238281 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -54416.24 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54510.113281 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -54510.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54550.230469 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -54550.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54566.843750 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -54566.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54581.988281 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -54581.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54599.656250 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -54599.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54621.656250 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -54621.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54630.320312 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -54630.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54633.789062 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -54633.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54639.437500 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -54639.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54644.437500 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -54644.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -54647.316406 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -54647.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54647.699219 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -54647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54648.453125 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -54648.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54648.832031 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -54648.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54648.921875 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -54648.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54648.921875 Penalty: 606.693054
	Iteration 18F: 3 clusters Score -54648.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 427 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 359 members 
Entering Unmasked Estep 
Score: -14140491.000000 Penalty: 62414.183594
Splitting cluster 34 changes total score from -14140756.000000 to -14140491.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -22704.679688 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -22704.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22285.882812 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -22285.88 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22394.859375 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -22394.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22436.009766 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -22436.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22474.324219 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -22474.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22495.388672 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -22495.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22515.912109 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -22515.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22517.662109 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -22517.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22519.423828 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -22519.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22520.523438 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -22520.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22521.847656 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -22521.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22523.322266 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -22523.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22523.828125 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -22523.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22528.681641 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -22528.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22537.783203 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -22537.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22547.816406 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -22547.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22558.732422 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -22558.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22561.910156 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -22561.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22561.910156 Penalty: 545.903259
	Iteration 17F: 3 clusters Score -22561.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -4625.558594 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -4625.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4480.769531 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -4480.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4612.847656 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -4612.848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4619.663086 Penalty: 458.362671
	Iteration 2Q: 3 clusters Score -4619.663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4623.297852 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -4623.298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4624.264648 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -4624.265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4624.264648 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -4624.265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -44121.339844 Penalty: 294.421387
	Iteration 0F: 2 clusters Score -44121.34 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 331 members 
Entering Unmasked Estep 
Score: -43546.656250 Penalty: 588.842773
	Iteration 0F: 3 clusters Score -43546.66 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -43745.714844 Penalty: 588.842773
	Iteration 1F: 3 clusters Score -43745.71 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43836.492188 Penalty: 588.842773
	Iteration 2F: 3 clusters Score -43836.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43876.093750 Penalty: 588.842773
	Iteration 3F: 3 clusters Score -43876.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -43897.656250 Penalty: 588.842773
	Iteration 4Q: 3 clusters Score -43897.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -43919.082031 Penalty: 588.842773
	Iteration 5Q: 3 clusters Score -43919.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43956.542969 Penalty: 588.842773
	Iteration 6Q: 3 clusters Score -43956.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43988.957031 Penalty: 588.842773
	Iteration 7Q: 3 clusters Score -43988.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -44010.019531 Penalty: 588.842773
	Iteration 8Q: 3 clusters Score -44010.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44017.492188 Penalty: 588.842773
	Iteration 9Q: 3 clusters Score -44017.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -44024.726562 Penalty: 588.842773
	Iteration 10Q: 3 clusters Score -44024.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -44035.957031 Penalty: 588.842773
	Iteration 11Q: 3 clusters Score -44035.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -44047.445312 Penalty: 588.842773
	Iteration 12Q: 3 clusters Score -44047.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -44053.324219 Penalty: 588.842773
	Iteration 13Q: 3 clusters Score -44053.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -44059.167969 Penalty: 588.842773
	Iteration 14Q: 3 clusters Score -44059.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -44062.097656 Penalty: 588.842773
	Iteration 15Q: 3 clusters Score -44062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -44063.636719 Penalty: 588.842773
	Iteration 16Q: 3 clusters Score -44063.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -44066.894531 Penalty: 588.842773
	Iteration 17Q: 3 clusters Score -44066.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -44067.500000 Penalty: 588.842773
	Iteration 18Q: 3 clusters Score -44067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -44067.500000 Penalty: 588.842773
	Iteration 19F: 3 clusters Score -44067.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -8292.152344 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -8292.152 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 91 members 
Entering Unmasked Estep 
Score: -8042.686523 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -8042.687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8138.192871 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -8138.193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8158.040039 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -8158.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8163.154785 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -8163.155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8164.466309 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -8164.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8164.466309 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -8164.466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -137035.578125 Penalty: 353.525940
	Iteration 0F: 2 clusters Score -137035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -135368.171875 Penalty: 707.051880
	Iteration 0F: 3 clusters Score -135368.2 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -136304.796875 Penalty: 707.051880
	Iteration 1F: 3 clusters Score -136304.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -136611.656250 Penalty: 707.051880
	Iteration 2F: 3 clusters Score -136611.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136788.406250 Penalty: 707.051880
	Iteration 3F: 3 clusters Score -136788.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136859.781250 Penalty: 707.051880
	Iteration 4Q: 3 clusters Score -136859.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136901.453125 Penalty: 707.051880
	Iteration 5Q: 3 clusters Score -136901.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -136932.937500 Penalty: 707.051880
	Iteration 6Q: 3 clusters Score -136932.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -136955.906250 Penalty: 707.051880
	Iteration 7Q: 3 clusters Score -136955.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -136978.234375 Penalty: 707.051880
	Iteration 8Q: 3 clusters Score -136978.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136988.750000 Penalty: 707.051880
	Iteration 9Q: 3 clusters Score -136988.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -136997.359375 Penalty: 707.051880
	Iteration 10Q: 3 clusters Score -136997.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -137004.046875 Penalty: 707.051880
	Iteration 11Q: 3 clusters Score -137004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137007.453125 Penalty: 707.051880
	Iteration 12Q: 3 clusters Score -137007.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -137010.406250 Penalty: 707.051880
	Iteration 13Q: 3 clusters Score -137010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -137013.593750 Penalty: 707.051880
	Iteration 14Q: 3 clusters Score -137013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -137014.656250 Penalty: 707.051880
	Iteration 15Q: 3 clusters Score -137014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -137015.000000 Penalty: 707.051880
	Iteration 16Q: 3 clusters Score -137015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -137016.390625 Penalty: 707.051880
	Iteration 17Q: 3 clusters Score -137016.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -137018.062500 Penalty: 707.051880
	Iteration 18Q: 3 clusters Score -137018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -137019.796875 Penalty: 707.051880
	Iteration 19Q: 3 clusters Score -137019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -137022.328125 Penalty: 707.051880
	Iteration 20F: 3 clusters Score -137022.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -137023.343750 Penalty: 707.051880
	Iteration 21Q: 3 clusters Score -137023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137023.500000 Penalty: 707.051880
	Iteration 22Q: 3 clusters Score -137023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -137023.500000 Penalty: 707.051880
	Iteration 23F: 3 clusters Score -137023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Entering Unmasked Estep 
Score: -1416080.375000 Penalty: 442.499237
	Iteration 0F: 2 clusters Score -1416080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1407369.000000 Penalty: 884.998474
	Iteration 0F: 3 clusters Score -1407369 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1412142.000000 Penalty: 884.998474
	Iteration 1F: 3 clusters Score -1412142 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1412513.500000 Penalty: 884.998474
	Iteration 2F: 3 clusters Score -1412514 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1413037.750000 Penalty: 884.998474
	Iteration 3F: 3 clusters Score -1413038 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1413760.875000 Penalty: 884.998474
	Iteration 4F: 3 clusters Score -1413761 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1414561.250000 Penalty: 884.998474
	Iteration 5F: 3 clusters Score -1414561 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1415159.875000 Penalty: 884.998474
	Iteration 6F: 3 clusters Score -1415160 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1415459.500000 Penalty: 884.998474
	Iteration 7Q: 3 clusters Score -1415460 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1415540.125000 Penalty: 884.998474
	Iteration 8Q: 3 clusters Score -1415540 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1415559.125000 Penalty: 884.998474
	Iteration 9Q: 3 clusters Score -1415559 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1415557.750000 Penalty: 884.998474
	Iteration 10Q: 3 clusters Score -1415558 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1415551.375000 Penalty: 884.998474
	Iteration 11Q: 3 clusters Score -1415551 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1415545.750000 Penalty: 884.998474
	Iteration 12Q: 3 clusters Score -1415546 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1415544.625000 Penalty: 884.998474
	Iteration 13Q: 3 clusters Score -1415545 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1415548.375000 Penalty: 884.998474
	Iteration 14Q: 3 clusters Score -1415548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1415553.500000 Penalty: 884.998474
	Iteration 15Q: 3 clusters Score -1415554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1415573.875000 Penalty: 884.998474
	Iteration 16Q: 3 clusters Score -1415574 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1415574.625000 Penalty: 884.998474
	Iteration 17Q: 3 clusters Score -1415575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1415571.500000 Penalty: 884.998474
	Iteration 18Q: 3 clusters Score -1415572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1415575.500000 Penalty: 884.998474
	Iteration 19Q: 3 clusters Score -1415576 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1415564.375000 Penalty: 884.998474
	Iteration 20F: 3 clusters Score -1415564 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1415551.250000 Penalty: 884.998474
	Iteration 21Q: 3 clusters Score -1415551 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1415503.500000 Penalty: 884.998474
	Iteration 22Q: 3 clusters Score -1415504 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1415465.375000 Penalty: 884.998474
	Iteration 23Q: 3 clusters Score -1415465 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1415418.000000 Penalty: 884.998474
	Iteration 24Q: 3 clusters Score -1415418 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1415380.125000 Penalty: 884.998474
	Iteration 25Q: 3 clusters Score -1415380 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1415355.875000 Penalty: 884.998474
	Iteration 26Q: 3 clusters Score -1415356 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1415328.125000 Penalty: 884.998474
	Iteration 27Q: 3 clusters Score -1415328 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1415297.625000 Penalty: 884.998474
	Iteration 28Q: 3 clusters Score -1415298 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1415278.750000 Penalty: 884.998474
	Iteration 29Q: 3 clusters Score -1415279 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1415273.250000 Penalty: 884.998474
	Iteration 30Q: 3 clusters Score -1415273 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1415263.500000 Penalty: 884.998474
	Iteration 31Q: 3 clusters Score -1415264 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1415259.000000 Penalty: 884.998474
	Iteration 32Q: 3 clusters Score -1415259 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1415247.250000 Penalty: 884.998474
	Iteration 33Q: 3 clusters Score -1415247 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1415253.625000 Penalty: 884.998474
	Iteration 34Q: 3 clusters Score -1415254 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1415242.500000 Penalty: 884.998474
	Iteration 35Q: 3 clusters Score -1415242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1415251.375000 Penalty: 884.998474
	Iteration 36Q: 3 clusters Score -1415251 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1415247.875000 Penalty: 884.998474
	Iteration 37Q: 3 clusters Score -1415248 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1415256.500000 Penalty: 884.998474
	Iteration 38Q: 3 clusters Score -1415256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1415252.375000 Penalty: 884.998474
	Iteration 39Q: 3 clusters Score -1415252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1415334.125000 Penalty: 884.998474
	Iteration 40F: 3 clusters Score -1415334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1415370 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1415409.125000 Penalty: 884.998474
	Iteration 42Q: 3 clusters Score -1415409 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1415425.625000 Penalty: 884.998474
	Iteration 43Q: 3 clusters Score -1415426 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1415446.750000 Penalty: 884.998474
	Iteration 44Q: 3 clusters Score -1415447 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1415466 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1415476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1415490.375000 Penalty: 884.998474
	Iteration 47Q: 3 clusters Score -1415490 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1415486 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1415498 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1415480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1415468 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1415451.375000 Penalty: 884.998474
	Iteration 52Q: 3 clusters Score -1415451 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1415449 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1415445 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1415442 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1415433.000000 Penalty: 884.998474
	Iteration 56Q: 3 clusters Score -1415433 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1415426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1415418.875000 Penalty: 884.998474
	Iteration 58Q: 3 clusters Score -1415419 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1415408 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1415399 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1415411 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1415422.000000 Penalty: 884.998474
	Iteration 62Q: 3 clusters Score -1415422 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1415457 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1415488 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1415517 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1415557 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1415586 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1415635 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1415661 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1415686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1415713.625000 Penalty: 884.998474
	Iteration 71Q: 3 clusters Score -1415714 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1415751.875000 Penalty: 884.998474
	Iteration 72Q: 3 clusters Score -1415752 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1415784 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1415812.625000 Penalty: 884.998474
	Iteration 74Q: 3 clusters Score -1415813 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1415822.500000 Penalty: 884.998474
	Iteration 75Q: 3 clusters Score -1415822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1415829 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1415844.875000 Penalty: 884.998474
	Iteration 77Q: 3 clusters Score -1415845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1415846 nChanged 78
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Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1415852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1415864.500000 Penalty: 884.998474
	Iteration 80F: 3 clusters Score -1415864 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1415856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1415866 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1415866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1415870 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1415870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1415874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1415874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1415877 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1415879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1415881.625000 Penalty: 884.998474
	Iteration 90Q: 3 clusters Score -1415882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1415880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1415880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1415875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1415878 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1415878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1415875 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1415882 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1415878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1415876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1415878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1415876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1415878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1415881 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1415880 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1415886 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1415879 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1415881 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1415883.375000 Penalty: 884.998474
	Iteration 108Q: 3 clusters Score -1415883 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1415880 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1415879 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1415873.875000 Penalty: 884.998474
	Iteration 111Q: 3 clusters Score -1415874 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1415878 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1415878 nChanged 10
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Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1415876 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1415872 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1415874 nChanged 9
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Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1415873 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1415869 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1415870 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1415869 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1415869 nChanged 10
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Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1415868 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1415867 nChanged 5
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Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1415862 nChanged 4
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Mstep: Class 1 contains 6001 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1415867 nChanged 5
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Mstep: Class 1 contains 6004 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1415868 nChanged 3
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	Iteration 127Q: 3 clusters Score -1415868 nChanged 2
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	Iteration 128Q: 3 clusters Score -1415869 nChanged 5
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	Iteration 129Q: 3 clusters Score -1415870 nChanged 3
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	Iteration 130Q: 3 clusters Score -1415866 nChanged 3
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	Iteration 131Q: 3 clusters Score -1415868 nChanged 3
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	Iteration 132Q: 3 clusters Score -1415866 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1415871.750000 Penalty: 884.998474
	Iteration 133Q: 3 clusters Score -1415872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1415869.500000 Penalty: 884.998474
	Iteration 134Q: 3 clusters Score -1415870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1415869.750000 Penalty: 884.998474
	Iteration 135Q: 3 clusters Score -1415870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1415871.000000 Penalty: 884.998474
	Iteration 136Q: 3 clusters Score -1415871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1415872.625000 Penalty: 884.998474
	Iteration 137Q: 3 clusters Score -1415873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1415871.625000 Penalty: 884.998474
	Iteration 138Q: 3 clusters Score -1415872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1415869.000000 Penalty: 884.998474
	Iteration 139Q: 3 clusters Score -1415869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1415869.000000 Penalty: 884.998474
	Iteration 140F: 3 clusters Score -1415869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -115599.070312 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -115599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -114252.960938 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -114253 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -114705.023438 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -114705 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -114785.312500 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -114785.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -114848.046875 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -114848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -114909.023438 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -114909 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -114979.804688 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -114979.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -115050.265625 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -115050.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -115130.554688 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -115130.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -115190.640625 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -115190.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -115226.015625 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -115226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -115254.562500 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -115254.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -115270.281250 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -115270.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -115287.085938 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -115287.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -115296.476562 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -115296.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -115302.429688 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -115302.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -115313.460938 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -115313.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -115323.914062 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -115323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -115326.000000 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -115326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -115327.945312 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -115327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -115328.242188 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -115328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -115329.468750 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -115329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -115330.046875 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -115330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -115332.429688 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -115332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -115333.078125 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -115333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -115333.078125 Penalty: 685.468750
	Iteration 24F: 3 clusters Score -115333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -46726.902344 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -46726.9 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 419 members 
Entering Unmasked Estep 
Score: -46003.492188 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -46003.49 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -46259.757812 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -46259.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46310.472656 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -46310.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -46337.960938 Penalty: 612.739563
	Iteration 3Q: 3 clusters Score -46337.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -46348.261719 Penalty: 612.739563
	Iteration 4Q: 3 clusters Score -46348.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46354.062500 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -46354.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46359.089844 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -46359.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -46364.597656 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -46364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -46368.113281 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -46368.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46370.128906 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -46370.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46373.597656 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -46373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -46375.011719 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -46375.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46375.265625 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -46375.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46375.558594 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -46375.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46375.980469 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -46375.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46376.308594 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -46376.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46376.824219 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -46376.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46377.710938 Penalty: 612.739563
	Iteration 17Q: 3 clusters Score -46377.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -46378.414062 Penalty: 612.739563
	Iteration 18Q: 3 clusters Score -46378.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -46378.941406 Penalty: 612.739563
	Iteration 19Q: 3 clusters Score -46378.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46379.113281 Penalty: 612.739563
	Iteration 20F: 3 clusters Score -46379.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46379.191406 Penalty: 612.739563
	Iteration 21Q: 3 clusters Score -46379.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46379.191406 Penalty: 612.739563
	Iteration 22F: 3 clusters Score -46379.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -9067.867188 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -9067.867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8818.057617 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -8818.058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8889.638672 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -8889.639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8908.543945 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -8908.544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8929.851562 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -8929.852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8948.428711 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -8948.429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8950.875977 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -8950.876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8953.035156 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -8953.035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8953.035156 Penalty: 465.190857
	Iteration 7F: 3 clusters Score -8953.035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -21039.859375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -21039.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20617.246094 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -20617.25 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20781.794922 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -20781.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20850.791016 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -20850.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20907.173828 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -20907.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20969.839844 Penalty: 546.128723
	Iteration 4F: 3 clusters Score -20969.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21028.314453 Penalty: 546.128723
	Iteration 5F: 3 clusters Score -21028.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21067.632812 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -21067.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21078.355469 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -21078.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21084.140625 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -21084.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21094.652344 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -21094.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21104.414062 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -21104.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21113.875000 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -21113.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21132.029297 Penalty: 546.128723
	Iteration 12Q: 3 clusters Score -21132.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21156.933594 Penalty: 546.128723
	Iteration 13Q: 3 clusters Score -21156.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21173.455078 Penalty: 546.128723
	Iteration 14Q: 3 clusters Score -21173.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21187.054688 Penalty: 546.128723
	Iteration 15Q: 3 clusters Score -21187.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21190.447266 Penalty: 546.128723
	Iteration 16Q: 3 clusters Score -21190.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21193.951172 Penalty: 546.128723
	Iteration 17Q: 3 clusters Score -21193.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21211.863281 Penalty: 546.128723
	Iteration 18F: 3 clusters Score -21211.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21226.525391 Penalty: 546.128723
	Iteration 19Q: 3 clusters Score -21226.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21226.525391 Penalty: 546.128723
	Iteration 20F: 3 clusters Score -21226.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 143 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 261 members 
Entering Unmasked Estep 
Score: -14140612.000000 Penalty: 62414.183594
Splitting cluster 44 changes total score from -14140756.000000 to -14140612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5565.324707 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5565.325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5353.647949 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5353.648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5414.087891 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5414.088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5433.400879 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5433.401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5469.629395 Penalty: 432.576691
	Iteration 3F: 3 clusters Score -5469.629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5507.375977 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -5507.376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5518.020020 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5518.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5522.083008 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -5522.083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5524.148926 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -5524.149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5524.148926 Penalty: 432.576691
	Iteration 8F: 3 clusters Score -5524.149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22062.701172 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22062.7 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 189 members 
Entering Unmasked Estep 
Score: -21686.199219 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21686.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21751.298828 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -21751.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21766.591797 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -21766.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21778.732422 Penalty: 535.887878
	Iteration 3Q: 3 clusters Score -21778.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21787.144531 Penalty: 535.887878
	Iteration 4Q: 3 clusters Score -21787.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21792.617188 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -21792.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21800.417969 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -21800.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21802.884766 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -21802.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21805.099609 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -21805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21807.777344 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -21807.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21813.396484 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -21813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21815.839844 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -21815.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21820.230469 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -21820.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21821.027344 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -21821.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21822.587891 Penalty: 535.887878
	Iteration 14Q: 3 clusters Score -21822.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21823.197266 Penalty: 535.887878
	Iteration 15Q: 3 clusters Score -21823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21823.820312 Penalty: 535.887878
	Iteration 16Q: 3 clusters Score -21823.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21824.685547 Penalty: 535.887878
	Iteration 17Q: 3 clusters Score -21824.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21829.085938 Penalty: 535.887878
	Iteration 18Q: 3 clusters Score -21829.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21832.705078 Penalty: 535.887878
	Iteration 19Q: 3 clusters Score -21832.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21835.904297 Penalty: 535.887878
	Iteration 20F: 3 clusters Score -21835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21845.437500 Penalty: 535.887878
	Iteration 21Q: 3 clusters Score -21845.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21850.917969 Penalty: 535.887878
	Iteration 22Q: 3 clusters Score -21850.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21855.597656 Penalty: 535.887878
	Iteration 23Q: 3 clusters Score -21855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21859.910156 Penalty: 535.887878
	Iteration 24Q: 3 clusters Score -21859.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21863.285156 Penalty: 535.887878
	Iteration 25Q: 3 clusters Score -21863.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21865.089844 Penalty: 535.887878
	Iteration 26Q: 3 clusters Score -21865.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21866.843750 Penalty: 535.887878
	Iteration 27Q: 3 clusters Score -21866.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21866.843750 Penalty: 535.887878
	Iteration 28F: 3 clusters Score -21866.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -117570.843750 Penalty: 345.222626
	Iteration 0F: 2 clusters Score -117570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -116156.218750 Penalty: 690.445251
	Iteration 0F: 3 clusters Score -116156.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -116611.750000 Penalty: 690.445251
	Iteration 1F: 3 clusters Score -116611.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -116699.226562 Penalty: 690.445251
	Iteration 2F: 3 clusters Score -116699.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -116771.757812 Penalty: 690.445251
	Iteration 3F: 3 clusters Score -116771.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -116862.679688 Penalty: 690.445251
	Iteration 4F: 3 clusters Score -116862.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -116927.257812 Penalty: 690.445251
	Iteration 5F: 3 clusters Score -116927.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -116978.375000 Penalty: 690.445251
	Iteration 6Q: 3 clusters Score -116978.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -117025.695312 Penalty: 690.445251
	Iteration 7Q: 3 clusters Score -117025.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -117058.859375 Penalty: 690.445251
	Iteration 8Q: 3 clusters Score -117058.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -117099.671875 Penalty: 690.445251
	Iteration 9Q: 3 clusters Score -117099.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -117141.671875 Penalty: 690.445251
	Iteration 10Q: 3 clusters Score -117141.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -117171.875000 Penalty: 690.445251
	Iteration 11Q: 3 clusters Score -117171.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -117189.867188 Penalty: 690.445251
	Iteration 12Q: 3 clusters Score -117189.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -117203.890625 Penalty: 690.445251
	Iteration 13Q: 3 clusters Score -117203.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -117213.117188 Penalty: 690.445251
	Iteration 14Q: 3 clusters Score -117213.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -117219.562500 Penalty: 690.445251
	Iteration 15Q: 3 clusters Score -117219.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -117225.562500 Penalty: 690.445251
	Iteration 16Q: 3 clusters Score -117225.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -117232.726562 Penalty: 690.445251
	Iteration 17Q: 3 clusters Score -117232.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -117243.343750 Penalty: 690.445251
	Iteration 18Q: 3 clusters Score -117243.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -117258.492188 Penalty: 690.445251
	Iteration 19Q: 3 clusters Score -117258.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -117277.101562 Penalty: 690.445251
	Iteration 20F: 3 clusters Score -117277.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -117293.578125 Penalty: 690.445251
	Iteration 21Q: 3 clusters Score -117293.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -117307.554688 Penalty: 690.445251
	Iteration 22Q: 3 clusters Score -117307.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -117316.789062 Penalty: 690.445251
	Iteration 23Q: 3 clusters Score -117316.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -117323.382812 Penalty: 690.445251
	Iteration 24Q: 3 clusters Score -117323.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -117328.453125 Penalty: 690.445251
	Iteration 25Q: 3 clusters Score -117328.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -117331.789062 Penalty: 690.445251
	Iteration 26Q: 3 clusters Score -117331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -117333.773438 Penalty: 690.445251
	Iteration 27Q: 3 clusters Score -117333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -117336.578125 Penalty: 690.445251
	Iteration 28Q: 3 clusters Score -117336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -117336.812500 Penalty: 690.445251
	Iteration 29Q: 3 clusters Score -117336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -117337.101562 Penalty: 690.445251
	Iteration 30Q: 3 clusters Score -117337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -117337.687500 Penalty: 690.445251
	Iteration 31Q: 3 clusters Score -117337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -117338.476562 Penalty: 690.445251
	Iteration 32Q: 3 clusters Score -117338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -117340.484375 Penalty: 690.445251
	Iteration 33Q: 3 clusters Score -117340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -117342.867188 Penalty: 690.445251
	Iteration 34Q: 3 clusters Score -117342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -117347.140625 Penalty: 690.445251
	Iteration 35Q: 3 clusters Score -117347.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -117351.781250 Penalty: 690.445251
	Iteration 36Q: 3 clusters Score -117351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -117354.171875 Penalty: 690.445251
	Iteration 37Q: 3 clusters Score -117354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -117355.289062 Penalty: 690.445251
	Iteration 38Q: 3 clusters Score -117355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -117355.437500 Penalty: 690.445251
	Iteration 39Q: 3 clusters Score -117355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -117355.695312 Penalty: 690.445251
	Iteration 40F: 3 clusters Score -117355.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14279.938477 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14279.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13985.125000 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -13985.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14093.826172 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14093.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14153.141602 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14153.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14189.941406 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -14189.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14199.123047 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14199.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14210.265625 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14210.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14212.791016 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14212.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14214.342773 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14214.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14215.586914 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14215.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14215.586914 Penalty: 489.570648
	Iteration 9F: 3 clusters Score -14215.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -28220.345703 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -28220.35 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 230 members 
Entering Unmasked Estep 
Score: -27730.185547 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27730.19 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27851.240234 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27851.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27882.863281 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27882.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27911.361328 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -27911.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27925.009766 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27925.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27936.044922 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27936.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27943.986328 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -27943.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27949.949219 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -27949.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27952.371094 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -27952.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27955.101562 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -27955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27959.687500 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -27959.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27961.388672 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -27961.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27961.970703 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -27961.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27962.294922 Penalty: 566.434814
	Iteration 13Q: 3 clusters Score -27962.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27962.294922 Penalty: 566.434814
	Iteration 14F: 3 clusters Score -27962.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -14622.604492 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -14622.6 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 140 members 
Entering Unmasked Estep 
Score: -14281.474609 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -14281.47 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14394.118164 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -14394.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14433.430664 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -14433.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14446.942383 Penalty: 511.126190
	Iteration 3Q: 3 clusters Score -14446.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14464.720703 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -14464.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14473.891602 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -14473.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14478.470703 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -14478.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14483.096680 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -14483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14488.257812 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -14488.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14500.089844 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -14500.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14511.652344 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -14511.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14542.248047 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -14542.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14562.562500 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -14562.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14581.158203 Penalty: 511.126190
	Iteration 13Q: 3 clusters Score -14581.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14587.010742 Penalty: 511.126190
	Iteration 14Q: 3 clusters Score -14587.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14589.766602 Penalty: 511.126190
	Iteration 15Q: 3 clusters Score -14589.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14595.282227 Penalty: 511.126190
	Iteration 16Q: 3 clusters Score -14595.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14598.834961 Penalty: 511.126190
	Iteration 17Q: 3 clusters Score -14598.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14602.152344 Penalty: 511.126190
	Iteration 18Q: 3 clusters Score -14602.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14603.208984 Penalty: 511.126190
	Iteration 19Q: 3 clusters Score -14603.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14603.775391 Penalty: 511.126190
	Iteration 20F: 3 clusters Score -14603.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14604.679688 Penalty: 511.126190
	Iteration 21Q: 3 clusters Score -14604.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14606.626953 Penalty: 511.126190
	Iteration 22Q: 3 clusters Score -14606.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14616.578125 Penalty: 511.126190
	Iteration 23Q: 3 clusters Score -14616.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14629.401367 Penalty: 511.126190
	Iteration 24Q: 3 clusters Score -14629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14641.489258 Penalty: 511.126190
	Iteration 25Q: 3 clusters Score -14641.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14654.780273 Penalty: 511.126190
	Iteration 26Q: 3 clusters Score -14654.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14661.332031 Penalty: 511.126190
	Iteration 27Q: 3 clusters Score -14661.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14669.110352 Penalty: 511.126190
	Iteration 28Q: 3 clusters Score -14669.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14676.589844 Penalty: 511.126190
	Iteration 29Q: 3 clusters Score -14676.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14681.815430 Penalty: 511.126190
	Iteration 30Q: 3 clusters Score -14681.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14685.622070 Penalty: 511.126190
	Iteration 31Q: 3 clusters Score -14685.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14685.622070 Penalty: 511.126190
	Iteration 32F: 3 clusters Score -14685.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 173 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 102 members 
Entering Unmasked Estep 
Score: -14140481.000000 Penalty: 62414.183594
Splitting cluster 50 changes total score from -14140756.000000 to -14140481.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -21044.345703 Penalty: 264.948578
	Iteration 0F: 2 clusters Score -21044.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20661.669922 Penalty: 529.897156
	Iteration 0F: 3 clusters Score -20661.67 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20751.994141 Penalty: 529.897156
	Iteration 1F: 3 clusters Score -20751.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20774.154297 Penalty: 529.897156
	Iteration 2F: 3 clusters Score -20774.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20782.195312 Penalty: 529.897156
	Iteration 3Q: 3 clusters Score -20782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20786.365234 Penalty: 529.897156
	Iteration 4Q: 3 clusters Score -20786.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20787.080078 Penalty: 529.897156
	Iteration 5Q: 3 clusters Score -20787.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20787.400391 Penalty: 529.897156
	Iteration 6Q: 3 clusters Score -20787.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20787.400391 Penalty: 529.897156
	Iteration 7F: 3 clusters Score -20787.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6216.416016 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -6216.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5986.437988 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -5986.438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6127.685547 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -6127.686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6170.520020 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -6170.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6175.189941 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -6175.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6176.792969 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -6176.793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6177.333008 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -6177.333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6178.884766 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -6178.885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6179.705078 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -6179.705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6179.705078 Penalty: 447.051605
	Iteration 8F: 3 clusters Score -6179.705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -61740.398438 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -61740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -60920.578125 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -60920.58 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -61142.652344 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -61142.65 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61190.718750 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -61190.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -61215.285156 Penalty: 631.648315
	Iteration 3Q: 3 clusters Score -61215.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -61247.078125 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -61247.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61273.796875 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -61273.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -61297.175781 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -61297.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -61317.089844 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -61317.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -61340.742188 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -61340.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -61362.406250 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -61362.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -61375.152344 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -61375.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -61386.515625 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -61386.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -61398.753906 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -61398.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -61406.910156 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -61406.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -61408.703125 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -61408.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -61411.355469 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -61411.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -61414.558594 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -61414.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -61419.628906 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -61419.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -61422.597656 Penalty: 631.648315
	Iteration 18Q: 3 clusters Score -61422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -61427.691406 Penalty: 631.648315
	Iteration 19Q: 3 clusters Score -61427.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -61430.121094 Penalty: 631.648315
	Iteration 20F: 3 clusters Score -61430.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -61431.109375 Penalty: 631.648315
	Iteration 21Q: 3 clusters Score -61431.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -61436.265625 Penalty: 631.648315
	Iteration 22Q: 3 clusters Score -61436.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -61441.136719 Penalty: 631.648315
	Iteration 23Q: 3 clusters Score -61441.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -61447.308594 Penalty: 631.648315
	Iteration 24Q: 3 clusters Score -61447.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -61450.222656 Penalty: 631.648315
	Iteration 25Q: 3 clusters Score -61450.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -61453.308594 Penalty: 631.648315
	Iteration 26Q: 3 clusters Score -61453.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -61455.085938 Penalty: 631.648315
	Iteration 27Q: 3 clusters Score -61455.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -61455.085938 Penalty: 631.648315
	Iteration 28F: 3 clusters Score -61455.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Entering Unmasked Estep 
Score: -1159678.125000 Penalty: 446.424927
	Iteration 0F: 2 clusters Score -1159678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1147477.125000 Penalty: 892.849854
	Iteration 0F: 3 clusters Score -1147477 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1152406.500000 Penalty: 892.849854
	Iteration 1F: 3 clusters Score -1152406 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1152759.875000 Penalty: 892.849854
	Iteration 2Q: 3 clusters Score -1152760 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1153300.875000 Penalty: 892.849854
	Iteration 3F: 3 clusters Score -1153301 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1154068.625000 Penalty: 892.849854
	Iteration 4F: 3 clusters Score -1154069 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1155039.750000 Penalty: 892.849854
	Iteration 5F: 3 clusters Score -1155040 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1155998.500000 Penalty: 892.849854
	Iteration 6F: 3 clusters Score -1155998 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1156787.250000 Penalty: 892.849854
	Iteration 7F: 3 clusters Score -1156787 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1157264.125000 Penalty: 892.849854
	Iteration 8Q: 3 clusters Score -1157264 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1157545.500000 Penalty: 892.849854
	Iteration 9Q: 3 clusters Score -1157546 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1157691.000000 Penalty: 892.849854
	Iteration 10Q: 3 clusters Score -1157691 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1157780.875000 Penalty: 892.849854
	Iteration 11Q: 3 clusters Score -1157781 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1157863.750000 Penalty: 892.849854
	Iteration 12Q: 3 clusters Score -1157864 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1157938.875000 Penalty: 892.849854
	Iteration 13Q: 3 clusters Score -1157939 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1158028.250000 Penalty: 892.849854
	Iteration 14Q: 3 clusters Score -1158028 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1158116.000000 Penalty: 892.849854
	Iteration 15Q: 3 clusters Score -1158116 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1158210.000000 Penalty: 892.849854
	Iteration 16Q: 3 clusters Score -1158210 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1158298.625000 Penalty: 892.849854
	Iteration 17Q: 3 clusters Score -1158299 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1158386.750000 Penalty: 892.849854
	Iteration 18Q: 3 clusters Score -1158387 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1158458.875000 Penalty: 892.849854
	Iteration 19Q: 3 clusters Score -1158459 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1158553.625000 Penalty: 892.849854
	Iteration 20F: 3 clusters Score -1158554 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1158623.750000 Penalty: 892.849854
	Iteration 21Q: 3 clusters Score -1158624 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1158692.500000 Penalty: 892.849854
	Iteration 22Q: 3 clusters Score -1158692 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1158759.250000 Penalty: 892.849854
	Iteration 23Q: 3 clusters Score -1158759 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1158814.375000 Penalty: 892.849854
	Iteration 24Q: 3 clusters Score -1158814 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1158869.625000 Penalty: 892.849854
	Iteration 25Q: 3 clusters Score -1158870 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1158918.750000 Penalty: 892.849854
	Iteration 26Q: 3 clusters Score -1158919 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1158959.375000 Penalty: 892.849854
	Iteration 27Q: 3 clusters Score -1158959 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1159001.375000 Penalty: 892.849854
	Iteration 28Q: 3 clusters Score -1159001 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1159038.625000 Penalty: 892.849854
	Iteration 29Q: 3 clusters Score -1159039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1159074.750000 Penalty: 892.849854
	Iteration 30Q: 3 clusters Score -1159075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1159101.375000 Penalty: 892.849854
	Iteration 31Q: 3 clusters Score -1159101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1159123.250000 Penalty: 892.849854
	Iteration 32Q: 3 clusters Score -1159123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1159135.125000 Penalty: 892.849854
	Iteration 33Q: 3 clusters Score -1159135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1159144.625000 Penalty: 892.849854
	Iteration 34Q: 3 clusters Score -1159145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1159159.375000 Penalty: 892.849854
	Iteration 35Q: 3 clusters Score -1159159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1159174.875000 Penalty: 892.849854
	Iteration 36Q: 3 clusters Score -1159175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1159177.875000 Penalty: 892.849854
	Iteration 37Q: 3 clusters Score -1159178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1159186.500000 Penalty: 892.849854
	Iteration 38Q: 3 clusters Score -1159186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1159200.125000 Penalty: 892.849854
	Iteration 39Q: 3 clusters Score -1159200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1159212.500000 Penalty: 892.849854
	Iteration 40F: 3 clusters Score -1159212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1159226.875000 Penalty: 892.849854
	Iteration 41Q: 3 clusters Score -1159227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1159235.000000 Penalty: 892.849854
	Iteration 42Q: 3 clusters Score -1159235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1159239.500000 Penalty: 892.849854
	Iteration 43Q: 3 clusters Score -1159240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1159245.750000 Penalty: 892.849854
	Iteration 44Q: 3 clusters Score -1159246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1159247.625000 Penalty: 892.849854
	Iteration 45Q: 3 clusters Score -1159248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1159250.000000 Penalty: 892.849854
	Iteration 46Q: 3 clusters Score -1159250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1159255.750000 Penalty: 892.849854
	Iteration 47Q: 3 clusters Score -1159256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1159259.875000 Penalty: 892.849854
	Iteration 48Q: 3 clusters Score -1159260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1159266.250000 Penalty: 892.849854
	Iteration 49Q: 3 clusters Score -1159266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1159272.125000 Penalty: 892.849854
	Iteration 50Q: 3 clusters Score -1159272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1159281.125000 Penalty: 892.849854
	Iteration 51Q: 3 clusters Score -1159281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1159292.750000 Penalty: 892.849854
	Iteration 52Q: 3 clusters Score -1159293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1159302.500000 Penalty: 892.849854
	Iteration 53Q: 3 clusters Score -1159302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1159311.750000 Penalty: 892.849854
	Iteration 54Q: 3 clusters Score -1159312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1159320.750000 Penalty: 892.849854
	Iteration 55Q: 3 clusters Score -1159321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1159324.125000 Penalty: 892.849854
	Iteration 56Q: 3 clusters Score -1159324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1159324.625000 Penalty: 892.849854
	Iteration 57Q: 3 clusters Score -1159325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1159327.000000 Penalty: 892.849854
	Iteration 58Q: 3 clusters Score -1159327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1159326.125000 Penalty: 892.849854
	Iteration 59Q: 3 clusters Score -1159326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1159326.500000 Penalty: 892.849854
	Iteration 60F: 3 clusters Score -1159326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1159328.500000 Penalty: 892.849854
	Iteration 61Q: 3 clusters Score -1159328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1159328.125000 Penalty: 892.849854
	Iteration 62Q: 3 clusters Score -1159328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1159328.375000 Penalty: 892.849854
	Iteration 63Q: 3 clusters Score -1159328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1159329.375000 Penalty: 892.849854
	Iteration 64Q: 3 clusters Score -1159329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1159329.750000 Penalty: 892.849854
	Iteration 65Q: 3 clusters Score -1159330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1159331.750000 Penalty: 892.849854
	Iteration 66Q: 3 clusters Score -1159332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1159330.875000 Penalty: 892.849854
	Iteration 67Q: 3 clusters Score -1159331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1159330.875000 Penalty: 892.849854
	Iteration 68F: 3 clusters Score -1159331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -21704.738281 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -21704.74 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 318 members 
Entering Unmasked Estep 
Score: -21125.857422 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -21125.86 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21448.568359 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -21448.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -21565.742188 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -21565.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21673.857422 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -21673.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -21803.320312 Penalty: 584.515442
	Iteration 4F: 3 clusters Score -21803.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21852.849609 Penalty: 584.515442
	Iteration 5F: 3 clusters Score -21852.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21869.945312 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -21869.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -21877.197266 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -21877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21891.517578 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -21891.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21901.441406 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -21901.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -21911.718750 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -21911.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21915.914062 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -21915.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21917.968750 Penalty: 584.515442
	Iteration 12Q: 3 clusters Score -21917.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21918.291016 Penalty: 584.515442
	Iteration 13Q: 3 clusters Score -21918.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21918.291016 Penalty: 584.515442
	Iteration 14F: 3 clusters Score -21918.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 132 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 484 members 
Entering Unmasked Estep 
Score: -14140657.000000 Penalty: 62414.183594
Splitting cluster 55 changes total score from -14140756.000000 to -14140657.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8215.659180 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8215.659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7978.441895 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7978.442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8040.720703 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8040.721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8048.843262 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8048.843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8053.573242 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8053.573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8053.573242 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -8053.573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -9971.610352 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -9971.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9714.772461 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -9714.772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9776.958984 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -9776.959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9828.875000 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -9828.875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9860.306641 Penalty: 447.051605
	Iteration 3F: 3 clusters Score -9860.307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9871.746094 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -9871.746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9883.056641 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -9883.057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9890.139648 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -9890.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9892.683594 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -9892.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9896.511719 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -9896.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9898.369141 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -9898.369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9899.547852 Penalty: 447.051605
	Iteration 10Q: 3 clusters Score -9899.548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9900.590820 Penalty: 447.051605
	Iteration 11Q: 3 clusters Score -9900.591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9901.254883 Penalty: 447.051605
	Iteration 12Q: 3 clusters Score -9901.255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9901.254883 Penalty: 447.051605
	Iteration 13F: 3 clusters Score -9901.255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -31532.662109 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -31532.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31039.271484 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -31039.27 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31171.662109 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -31171.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31192.865234 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -31192.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31208.287109 Penalty: 567.865112
	Iteration 3Q: 3 clusters Score -31208.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31222.009766 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -31222.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31231.517578 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -31231.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31243.181641 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -31243.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31254.097656 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -31254.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31267.181641 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -31267.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31277.082031 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -31277.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31285.193359 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -31285.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31298.507812 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -31298.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31304.703125 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -31304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31308.906250 Penalty: 567.865112
	Iteration 13Q: 3 clusters Score -31308.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31315.824219 Penalty: 567.865112
	Iteration 14Q: 3 clusters Score -31315.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31322.683594 Penalty: 567.865112
	Iteration 15Q: 3 clusters Score -31322.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31328.076172 Penalty: 567.865112
	Iteration 16Q: 3 clusters Score -31328.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31334.113281 Penalty: 567.865112
	Iteration 17Q: 3 clusters Score -31334.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31340.158203 Penalty: 567.865112
	Iteration 18Q: 3 clusters Score -31340.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31345.089844 Penalty: 567.865112
	Iteration 19Q: 3 clusters Score -31345.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31346.988281 Penalty: 567.865112
	Iteration 20F: 3 clusters Score -31346.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31347.574219 Penalty: 567.865112
	Iteration 21Q: 3 clusters Score -31347.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31347.726562 Penalty: 567.865112
	Iteration 22Q: 3 clusters Score -31347.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31347.726562 Penalty: 567.865112
	Iteration 23F: 3 clusters Score -31347.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -16273.258789 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -16273.26 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 151 members 
Entering Unmasked Estep 
Score: -15913.429688 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -15913.43 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16058.439453 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -16058.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16110.147461 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -16110.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16131.417969 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -16131.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16138.565430 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -16138.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16145.229492 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -16145.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16146.099609 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -16146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16147.698242 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -16147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16149.118164 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -16149.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16150.294922 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -16150.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16153.110352 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -16153.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16156.556641 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -16156.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16157.588867 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -16157.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16159.031250 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -16159.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16159.031250 Penalty: 522.904541
	Iteration 14F: 3 clusters Score -16159.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7046.995605 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7046.996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6821.800781 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -6821.801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6891.050293 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -6891.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6926.020508 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -6926.021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6954.593750 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -6954.594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7065.696777 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7065.697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7084.281250 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -7084.281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7108.368652 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -7108.369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7111.986328 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -7111.986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7113.866211 Penalty: 442.945648
	Iteration 8Q: 3 clusters Score -7113.866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7120.260254 Penalty: 442.945648
	Iteration 9Q: 3 clusters Score -7120.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7132.645020 Penalty: 442.945648
	Iteration 10Q: 3 clusters Score -7132.645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7148.849121 Penalty: 442.945648
	Iteration 11Q: 3 clusters Score -7148.849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7153.854980 Penalty: 442.945648
	Iteration 12Q: 3 clusters Score -7153.855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7153.854980 Penalty: 442.945648
	Iteration 13F: 3 clusters Score -7153.855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 46 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 84 members 
Entering Unmasked Estep 
Score: -14140491.000000 Penalty: 62414.183594
Splitting cluster 60 changes total score from -14140756.000000 to -14140491.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3296.322510 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3296.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3125.696777 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -3125.697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3144.798584 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -3144.799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3146.873047 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -3146.873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3148.849365 Penalty: 379.869263
	Iteration 3Q: 3 clusters Score -3148.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3148.849365 Penalty: 379.869263
	Iteration 4F: 3 clusters Score -3148.849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -45303.449219 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -45303.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -44592.007812 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -44592.01 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -44837.371094 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -44837.37 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -44909.812500 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -44909.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -44959.363281 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -44959.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45017.644531 Penalty: 615.303101
	Iteration 4F: 3 clusters Score -45017.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -45067.808594 Penalty: 615.303101
	Iteration 5F: 3 clusters Score -45067.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45098.550781 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -45098.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45121.812500 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -45121.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45137.390625 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -45137.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45151.519531 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -45151.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45164.710938 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -45164.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45189.203125 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -45189.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45212.468750 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -45212.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45222.894531 Penalty: 615.303101
	Iteration 13Q: 3 clusters Score -45222.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45231.027344 Penalty: 615.303101
	Iteration 14Q: 3 clusters Score -45231.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45234.445312 Penalty: 615.303101
	Iteration 15Q: 3 clusters Score -45234.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45237.050781 Penalty: 615.303101
	Iteration 16Q: 3 clusters Score -45237.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45239.015625 Penalty: 615.303101
	Iteration 17Q: 3 clusters Score -45239.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45240.343750 Penalty: 615.303101
	Iteration 18Q: 3 clusters Score -45240.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45241.261719 Penalty: 615.303101
	Iteration 19Q: 3 clusters Score -45241.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45242.812500 Penalty: 615.303101
	Iteration 20F: 3 clusters Score -45242.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -21956.347656 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -21956.35 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 178 members 
Entering Unmasked Estep 
Score: -21595.009766 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -21595.01 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21698.091797 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -21698.09 nChanged 23
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: -21746.556641 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -21746.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21772.070312 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -21772.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21797.849609 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -21797.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21804.416016 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -21804.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21814.160156 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -21814.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21822.380859 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -21822.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21830.294922 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -21830.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21839.517578 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -21839.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21863.072266 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -21863.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21867.197266 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -21867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21867.197266 Penalty: 525.766357
	Iteration 12F: 3 clusters Score -21867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9737.250977 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9737.251 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 82 members 
Entering Unmasked Estep 
Score: -9464.522461 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9464.522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9520.418945 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9520.419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9532.607422 Penalty: 471.542328
	Iteration 2Q: 3 clusters Score -9532.607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9534.344727 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9534.345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9534.344727 Penalty: 471.542328
	Iteration 4F: 3 clusters Score -9534.345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -2527.717773 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -2527.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2338.958496 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -2338.958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2504.330566 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -2504.331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2554.592285 Penalty: 439.376556
	Iteration 2Q: 3 clusters Score -2554.592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2583.609131 Penalty: 439.376556
	Iteration 3F: 3 clusters Score -2583.609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2590.450684 Penalty: 439.376556
	Iteration 4Q: 3 clusters Score -2590.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2591.411621 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -2591.412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2591.960205 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -2591.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2591.960205 Penalty: 439.376556
	Iteration 7F: 3 clusters Score -2591.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 69 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 56 members 
Entering Unmasked Estep 
Score: -14140457.000000 Penalty: 62414.183594
Splitting cluster 65 changes total score from -14140756.000000 to -14140457.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -42223.394531 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -42223.39 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 270 members 
Entering Unmasked Estep 
Score: -41691.285156 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -41691.29 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41834.554688 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -41834.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41871.976562 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -41871.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41888.101562 Penalty: 575.189941
	Iteration 3Q: 3 clusters Score -41888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41895.640625 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -41895.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41902.886719 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -41902.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41911.820312 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -41911.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41914.562500 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -41914.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41916.656250 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -41916.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41918.679688 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -41918.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -41919.105469 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -41919.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41919.402344 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -41919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41919.949219 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -41919.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41919.949219 Penalty: 575.189941
	Iteration 13F: 3 clusters Score -41919.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -142955.796875 Penalty: 341.324371
	Iteration 0F: 2 clusters Score -142955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -141614.218750 Penalty: 682.648743
	Iteration 0F: 3 clusters Score -141614.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -142098.687500 Penalty: 682.648743
	Iteration 1F: 3 clusters Score -142098.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142211.109375 Penalty: 682.648743
	Iteration 2F: 3 clusters Score -142211.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -142307.843750 Penalty: 682.648743
	Iteration 3F: 3 clusters Score -142307.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -142399.625000 Penalty: 682.648743
	Iteration 4F: 3 clusters Score -142399.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -142475.906250 Penalty: 682.648743
	Iteration 5F: 3 clusters Score -142475.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -142519.421875 Penalty: 682.648743
	Iteration 6Q: 3 clusters Score -142519.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -142553.531250 Penalty: 682.648743
	Iteration 7Q: 3 clusters Score -142553.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -142577.281250 Penalty: 682.648743
	Iteration 8Q: 3 clusters Score -142577.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -142597.171875 Penalty: 682.648743
	Iteration 9Q: 3 clusters Score -142597.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -142616.343750 Penalty: 682.648743
	Iteration 10Q: 3 clusters Score -142616.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -142630.953125 Penalty: 682.648743
	Iteration 11Q: 3 clusters Score -142631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -142640.578125 Penalty: 682.648743
	Iteration 12Q: 3 clusters Score -142640.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -142653.296875 Penalty: 682.648743
	Iteration 13Q: 3 clusters Score -142653.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -142661.171875 Penalty: 682.648743
	Iteration 14Q: 3 clusters Score -142661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -142669.890625 Penalty: 682.648743
	Iteration 15Q: 3 clusters Score -142669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -142676.531250 Penalty: 682.648743
	Iteration 16Q: 3 clusters Score -142676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -142680.000000 Penalty: 682.648743
	Iteration 17Q: 3 clusters Score -142680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -142683.546875 Penalty: 682.648743
	Iteration 18Q: 3 clusters Score -142683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -142690.203125 Penalty: 682.648743
	Iteration 19Q: 3 clusters Score -142690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -142710.296875 Penalty: 682.648743
	Iteration 20F: 3 clusters Score -142710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -142722.187500 Penalty: 682.648743
	Iteration 21Q: 3 clusters Score -142722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -142732.390625 Penalty: 682.648743
	Iteration 22Q: 3 clusters Score -142732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -142739.312500 Penalty: 682.648743
	Iteration 23Q: 3 clusters Score -142739.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -142742.953125 Penalty: 682.648743
	Iteration 24Q: 3 clusters Score -142743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -142746.375000 Penalty: 682.648743
	Iteration 25Q: 3 clusters Score -142746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -142748.515625 Penalty: 682.648743
	Iteration 26Q: 3 clusters Score -142748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -142749.953125 Penalty: 682.648743
	Iteration 27Q: 3 clusters Score -142750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -142752.046875 Penalty: 682.648743
	Iteration 28Q: 3 clusters Score -142752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -142753.406250 Penalty: 682.648743
	Iteration 29Q: 3 clusters Score -142753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -142754.250000 Penalty: 682.648743
	Iteration 30Q: 3 clusters Score -142754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -142754.828125 Penalty: 682.648743
	Iteration 31Q: 3 clusters Score -142754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -142755.140625 Penalty: 682.648743
	Iteration 32Q: 3 clusters Score -142755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -142755.500000 Penalty: 682.648743
	Iteration 33Q: 3 clusters Score -142755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -142755.921875 Penalty: 682.648743
	Iteration 34Q: 3 clusters Score -142755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -142756.312500 Penalty: 682.648743
	Iteration 35Q: 3 clusters Score -142756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -142756.312500 Penalty: 682.648743
	Iteration 36F: 3 clusters Score -142756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -15654.398438 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -15654.4 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 169 members 
Entering Unmasked Estep 
Score: -15297.583008 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -15297.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15394.545898 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -15394.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15440.082031 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -15440.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15465.300781 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -15465.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15484.478516 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -15484.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15490.687500 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -15490.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15494.371094 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -15494.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15496.652344 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -15496.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15498.983398 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -15498.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15501.141602 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -15501.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15502.185547 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -15502.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15503.319336 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -15503.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15504.156250 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -15504.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15508.988281 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -15508.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15514.929688 Penalty: 521.143127
	Iteration 14Q: 3 clusters Score -15514.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15517.768555 Penalty: 521.143127
	Iteration 15Q: 3 clusters Score -15517.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15518.442383 Penalty: 521.143127
	Iteration 16Q: 3 clusters Score -15518.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15518.442383 Penalty: 521.143127
	Iteration 17F: 3 clusters Score -15518.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (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: -37061.718750 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -37061.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36458.214844 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -36458.21 nChanged 251
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: -36634.140625 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -36634.14 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -36693.265625 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -36693.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36733.128906 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -36733.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36768.437500 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -36768.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36788.183594 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -36788.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36804.437500 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -36804.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36815.066406 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -36815.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36823.632812 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -36823.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36830.507812 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -36830.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36836.121094 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -36836.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36836.855469 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -36836.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36837.082031 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -36837.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36837.269531 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -36837.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36837.589844 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -36837.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36837.589844 Penalty: 591.343628
	Iteration 15F: 3 clusters Score -36837.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -29879.597656 Penalty: 280.238831
	Iteration 0F: 2 clusters Score -29879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29403.486328 Penalty: 560.477661
	Iteration 0F: 3 clusters Score -29403.49 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29538.609375 Penalty: 560.477661
	Iteration 1F: 3 clusters Score -29538.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29582.578125 Penalty: 560.477661
	Iteration 2F: 3 clusters Score -29582.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29611.488281 Penalty: 560.477661
	Iteration 3F: 3 clusters Score -29611.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29622.306641 Penalty: 560.477661
	Iteration 4Q: 3 clusters Score -29622.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29634.251953 Penalty: 560.477661
	Iteration 5Q: 3 clusters Score -29634.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29645.417969 Penalty: 560.477661
	Iteration 6Q: 3 clusters Score -29645.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -29658.978516 Penalty: 560.477661
	Iteration 7Q: 3 clusters Score -29658.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29673.625000 Penalty: 560.477661
	Iteration 8Q: 3 clusters Score -29673.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29687.552734 Penalty: 560.477661
	Iteration 9Q: 3 clusters Score -29687.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -29700.427734 Penalty: 560.477661
	Iteration 10Q: 3 clusters Score -29700.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29722.712891 Penalty: 560.477661
	Iteration 11Q: 3 clusters Score -29722.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29758.949219 Penalty: 560.477661
	Iteration 12Q: 3 clusters Score -29758.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29790.529297 Penalty: 560.477661
	Iteration 13Q: 3 clusters Score -29790.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29841.160156 Penalty: 560.477661
	Iteration 14Q: 3 clusters Score -29841.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29874.541016 Penalty: 560.477661
	Iteration 15Q: 3 clusters Score -29874.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29893.404297 Penalty: 560.477661
	Iteration 16Q: 3 clusters Score -29893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29906.623047 Penalty: 560.477661
	Iteration 17Q: 3 clusters Score -29906.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29910.714844 Penalty: 560.477661
	Iteration 18Q: 3 clusters Score -29910.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29912.021484 Penalty: 560.477661
	Iteration 19Q: 3 clusters Score -29912.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29913.779297 Penalty: 560.477661
	Iteration 20F: 3 clusters Score -29913.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29924.298828 Penalty: 560.477661
	Iteration 21Q: 3 clusters Score -29924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29926.597656 Penalty: 560.477661
	Iteration 22Q: 3 clusters Score -29926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29928.724609 Penalty: 560.477661
	Iteration 23Q: 3 clusters Score -29928.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29930.875000 Penalty: 560.477661
	Iteration 24Q: 3 clusters Score -29930.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29932.878906 Penalty: 560.477661
	Iteration 25Q: 3 clusters Score -29932.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29933.500000 Penalty: 560.477661
	Iteration 26Q: 3 clusters Score -29933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29933.500000 Penalty: 560.477661
	Iteration 27F: 3 clusters Score -29933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 175 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 298 members 
Entering Unmasked Estep 
Score: -14140486.000000 Penalty: 62414.183594
Splitting cluster 70 changes total score from -14140756.000000 to -14140486.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -7743.944336 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -7743.944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7524.277344 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -7524.277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7574.254883 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -7574.255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7591.032227 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -7591.032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7600.706055 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -7600.706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7602.820801 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -7602.821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7602.820801 Penalty: 457.173126
	Iteration 5F: 3 clusters Score -7602.821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -6511.373535 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -6511.374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6315.410156 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -6315.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6345.898438 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -6345.898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6359.269531 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -6359.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6365.317871 Penalty: 424.372986
	Iteration 3Q: 3 clusters Score -6365.318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6365.777344 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -6365.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6365.777344 Penalty: 424.372986
	Iteration 5F: 3 clusters Score -6365.777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1195.668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 9 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -1083.743408 Penalty: 151.615311
	Iteration 0F: 2 clusters Score -1083.743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Entering Unmasked Estep 
Score: -1195.668091 Penalty: 151.615311
	Iteration 1F: 2 clusters Score -1195.668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (99100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Entering Unmasked Estep 
Score: -6188774.000000 Penalty: 523.426758
	Iteration 0F: 2 clusters Score -6188774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -6124362.000000 Penalty: 1046.853516
	Iteration 0F: 3 clusters Score -6124362 nChanged 48426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -6154174.500000 Penalty: 1046.853516
	Iteration 1F: 3 clusters Score -6154174 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -6156011.000000 Penalty: 1046.853516
	Iteration 2Q: 3 clusters Score -6156011 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6159125.500000 Penalty: 1046.853516
	Iteration 3F: 3 clusters Score -6159126 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -6163706.500000 Penalty: 1046.853516
	Iteration 4F: 3 clusters Score -6163706 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -6169014.000000 Penalty: 1046.853516
	Iteration 5F: 3 clusters Score -6169014 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -6172887.500000 Penalty: 1046.853516
	Iteration 6F: 3 clusters Score -6172888 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -6174473.500000 Penalty: 1046.853516
	Iteration 7Q: 3 clusters Score -6174474 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -6174985.500000 Penalty: 1046.853516
	Iteration 8Q: 3 clusters Score -6174986 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -6175252.500000 Penalty: 1046.853516
	Iteration 9Q: 3 clusters Score -6175252 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -6175519.500000 Penalty: 1046.853516
	Iteration 10Q: 3 clusters Score -6175520 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -6175754.000000 Penalty: 1046.853516
	Iteration 11Q: 3 clusters Score -6175754 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6176059.000000 Penalty: 1046.853516
	Iteration 12Q: 3 clusters Score -6176059 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -6176364.500000 Penalty: 1046.853516
	Iteration 13Q: 3 clusters Score -6176364 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -6176737.000000 Penalty: 1046.853516
	Iteration 14Q: 3 clusters Score -6176737 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -6177128.500000 Penalty: 1046.853516
	Iteration 15Q: 3 clusters Score -6177128 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -6177547.500000 Penalty: 1046.853516
	Iteration 16Q: 3 clusters Score -6177548 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -6178009.000000 Penalty: 1046.853516
	Iteration 17Q: 3 clusters Score -6178009 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -6178509.500000 Penalty: 1046.853516
	Iteration 18Q: 3 clusters Score -6178510 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -6179058.000000 Penalty: 1046.853516
	Iteration 19Q: 3 clusters Score -6179058 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6179686.000000 Penalty: 1046.853516
	Iteration 20F: 3 clusters Score -6179686 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6180363.000000 Penalty: 1046.853516
	Iteration 21Q: 3 clusters Score -6180363 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -6180997.500000 Penalty: 1046.853516
	Iteration 22Q: 3 clusters Score -6180998 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77689 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -6181593.000000 Penalty: 1046.853516
	Iteration 23Q: 3 clusters Score -6181593 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -6182182.500000 Penalty: 1046.853516
	Iteration 24Q: 3 clusters Score -6182182 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -6182718.500000 Penalty: 1046.853516
	Iteration 25Q: 3 clusters Score -6182718 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -6183215.500000 Penalty: 1046.853516
	Iteration 26Q: 3 clusters Score -6183216 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -6183723.500000 Penalty: 1046.853516
	Iteration 27Q: 3 clusters Score -6183724 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -6184282.000000 Penalty: 1046.853516
	Iteration 28Q: 3 clusters Score -6184282 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85942 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -6184848.000000 Penalty: 1046.853516
	Iteration 29Q: 3 clusters Score -6184848 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -6185360.500000 Penalty: 1046.853516
	Iteration 30Q: 3 clusters Score -6185360 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -6185835.000000 Penalty: 1046.853516
	Iteration 31Q: 3 clusters Score -6185835 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90700 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -6186371.000000 Penalty: 1046.853516
	Iteration 32Q: 3 clusters Score -6186371 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -6186904.500000 Penalty: 1046.853516
	Iteration 33Q: 3 clusters Score -6186904 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -6187282.000000 Penalty: 1046.853516
	Iteration 34Q: 3 clusters Score -6187282 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6187595.500000 Penalty: 1046.853516
	Iteration 35Q: 3 clusters Score -6187596 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6187877.000000 Penalty: 1046.853516
	Iteration 36Q: 3 clusters Score -6187877 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6188048.000000 Penalty: 1046.853516
	Iteration 37Q: 3 clusters Score -6188048 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6188173.500000 Penalty: 1046.853516
	Iteration 38Q: 3 clusters Score -6188174 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6188271.500000 Penalty: 1046.853516
	Iteration 39Q: 3 clusters Score -6188272 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98260 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6188324.500000 Penalty: 1046.853516
	Iteration 40F: 3 clusters Score -6188324 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6188327.000000 Penalty: 1046.853516
	Iteration 41Q: 3 clusters Score -6188327 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6188337.500000 Penalty: 1046.853516
	Iteration 42Q: 3 clusters Score -6188338 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6188345.500000 Penalty: 1046.853516
	Iteration 43Q: 3 clusters Score -6188346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6188369.500000 Penalty: 1046.853516
	Iteration 44Q: 3 clusters Score -6188370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6188374.000000 Penalty: 1046.853516
	Iteration 45Q: 3 clusters Score -6188374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6188382.500000 Penalty: 1046.853516
	Iteration 46Q: 3 clusters Score -6188382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6188388.500000 Penalty: 1046.853516
	Iteration 47Q: 3 clusters Score -6188388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98870 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6188401.000000 Penalty: 1046.853516
	Iteration 48Q: 3 clusters Score -6188401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6188404.500000 Penalty: 1046.853516
	Iteration 49Q: 3 clusters Score -6188404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6188408.500000 Penalty: 1046.853516
	Iteration 50Q: 3 clusters Score -6188408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6188408.000000 Penalty: 1046.853516
	Iteration 51Q: 3 clusters Score -6188408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6188418.500000 Penalty: 1046.853516
	Iteration 52Q: 3 clusters Score -6188418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6188418.000000 Penalty: 1046.853516
	Iteration 53Q: 3 clusters Score -6188418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6188413.000000 Penalty: 1046.853516
	Iteration 54Q: 3 clusters Score -6188413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6188417.000000 Penalty: 1046.853516
	Iteration 55Q: 3 clusters Score -6188417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6188425.000000 Penalty: 1046.853516
	Iteration 56Q: 3 clusters Score -6188425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6188434.500000 Penalty: 1046.853516
	Iteration 57Q: 3 clusters Score -6188434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98903 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6188430.000000 Penalty: 1046.853516
	Iteration 58Q: 3 clusters Score -6188430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98910 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6188429.500000 Penalty: 1046.853516
	Iteration 59Q: 3 clusters Score -6188430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6188431.500000 Penalty: 1046.853516
	Iteration 60F: 3 clusters Score -6188432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6188432.000000 Penalty: 1046.853516
	Iteration 61Q: 3 clusters Score -6188432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6188432.000000 Penalty: 1046.853516
	Iteration 62F: 3 clusters Score -6188432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -52754.218750 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -52754.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52008.847656 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -52008.85 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52196.785156 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -52196.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52248.128906 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -52248.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -52271.683594 Penalty: 617.693909
	Iteration 3Q: 3 clusters Score -52271.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52292.078125 Penalty: 617.693909
	Iteration 4Q: 3 clusters Score -52292.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52310.773438 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -52310.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52334.453125 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -52334.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52365.144531 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -52365.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52393.386719 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -52393.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52412.195312 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -52412.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52424.960938 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -52424.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -52435.031250 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -52435.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52441.597656 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -52441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52453.957031 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -52453.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -52460.617188 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -52460.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -52461.746094 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -52461.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -52462.531250 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -52462.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -52464.664062 Penalty: 617.693909
	Iteration 17Q: 3 clusters Score -52464.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -52466.617188 Penalty: 617.693909
	Iteration 18Q: 3 clusters Score -52466.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -52466.617188 Penalty: 617.693909
	Iteration 19F: 3 clusters Score -52466.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -13095.097656 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -13095.1 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 89 members 
Entering Unmasked Estep 
Score: -12834.009766 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12834.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12897.263672 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12897.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12913.609375 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -12913.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12918.355469 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12918.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12923.950195 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12923.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12926.858398 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -12926.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12927.514648 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -12927.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12927.514648 Penalty: 476.998962
	Iteration 7F: 3 clusters Score -12927.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -15283.851562 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -15283.85 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 134 members 
Entering Unmasked Estep 
Score: -14939.471680 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -14939.47 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15018.189453 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -15018.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15049.548828 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -15049.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15065.042969 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -15065.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15075.468750 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -15075.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15083.817383 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -15083.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15087.605469 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -15087.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15091.023438 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -15091.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15094.126953 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -15094.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15098.639648 Penalty: 510.461945
	Iteration 9Q: 3 clusters Score -15098.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15101.727539 Penalty: 510.461945
	Iteration 10Q: 3 clusters Score -15101.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15105.821289 Penalty: 510.461945
	Iteration 11Q: 3 clusters Score -15105.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15106.230469 Penalty: 510.461945
	Iteration 12Q: 3 clusters Score -15106.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15106.230469 Penalty: 510.461945
	Iteration 13F: 3 clusters Score -15106.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3591.284424 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3591.284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3440.640625 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -3440.641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3454.392578 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -3454.393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3457.213623 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -3457.214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3457.213623 Penalty: 367.917664
	Iteration 3F: 3 clusters Score -3457.214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -3774.256592 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -3774.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3605.575195 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -3605.575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3632.770508 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -3632.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3636.541748 Penalty: 390.431824
	Iteration 2Q: 3 clusters Score -3636.542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3636.541748 Penalty: 390.431824
	Iteration 3F: 3 clusters Score -3636.542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -36541.335938 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -36541.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36043.531250 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -36043.53 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36257.269531 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -36257.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36336.078125 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -36336.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36377.679688 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -36377.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36400.929688 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -36400.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36412.308594 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -36412.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36415.445312 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -36415.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36417.835938 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -36417.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36420.000000 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -36420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36420.710938 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -36420.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36420.710938 Penalty: 573.538330
	Iteration 10F: 3 clusters Score -36420.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -9850.150391 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9850.15 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 95 members 
Entering Unmasked Estep 
Score: -9578.370117 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9578.37 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9662.755859 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9662.756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9687.007812 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9687.008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9697.126953 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9697.127 nChanged 4
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: -9699.775391 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9699.775 nChanged 2
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: -9701.069336 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9701.069 nChanged 3
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: -9703.525391 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9703.525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9704.069336 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -9704.069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9704.069336 Penalty: 479.842987
	Iteration 8F: 3 clusters Score -9704.069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -3110.018311 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -3110.018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2935.375488 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -2935.375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2990.821045 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -2990.821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3059.686523 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -3059.687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3101.114502 Penalty: 419.975952
	Iteration 3F: 3 clusters Score -3101.115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3137.847168 Penalty: 419.975952
	Iteration 4Q: 3 clusters Score -3137.847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3148.538086 Penalty: 419.975952
	Iteration 5Q: 3 clusters Score -3148.538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3154.756836 Penalty: 419.975952
	Iteration 6Q: 3 clusters Score -3154.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3154.756836 Penalty: 419.975952
	Iteration 7F: 3 clusters Score -3154.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 42 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 59 members 
Entering Unmasked Estep 
Score: -14140417.000000 Penalty: 62414.183594
Splitting cluster 82 changes total score from -14140756.000000 to -14140417.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -11561.210938 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -11561.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11278.751953 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -11278.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11346.056641 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -11346.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11371.945312 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -11371.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11380.314453 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -11380.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11380.761719 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -11380.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11383.105469 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -11383.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11388.736328 Penalty: 464.641052
	Iteration 6Q: 3 clusters Score -11388.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11399.413086 Penalty: 464.641052
	Iteration 7Q: 3 clusters Score -11399.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11403.889648 Penalty: 464.641052
	Iteration 8Q: 3 clusters Score -11403.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11418.647461 Penalty: 464.641052
	Iteration 9Q: 3 clusters Score -11418.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11424.163086 Penalty: 464.641052
	Iteration 10Q: 3 clusters Score -11424.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11427.087891 Penalty: 464.641052
	Iteration 11Q: 3 clusters Score -11427.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11431.456055 Penalty: 464.641052
	Iteration 12Q: 3 clusters Score -11431.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11431.456055 Penalty: 464.641052
	Iteration 13F: 3 clusters Score -11431.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -86527.093750 Penalty: 332.171509
	Iteration 0F: 2 clusters Score -86527.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -85405.765625 Penalty: 664.343018
	Iteration 0F: 3 clusters Score -85405.77 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -85797.335938 Penalty: 664.343018
	Iteration 1F: 3 clusters Score -85797.34 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -85873.601562 Penalty: 664.343018
	Iteration 2F: 3 clusters Score -85873.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85924.093750 Penalty: 664.343018
	Iteration 3F: 3 clusters Score -85924.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -85952.289062 Penalty: 664.343018
	Iteration 4Q: 3 clusters Score -85952.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -85975.757812 Penalty: 664.343018
	Iteration 5Q: 3 clusters Score -85975.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -86002.484375 Penalty: 664.343018
	Iteration 6Q: 3 clusters Score -86002.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -86038.460938 Penalty: 664.343018
	Iteration 7Q: 3 clusters Score -86038.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86069.093750 Penalty: 664.343018
	Iteration 8Q: 3 clusters Score -86069.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86089.039062 Penalty: 664.343018
	Iteration 9Q: 3 clusters Score -86089.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86104.156250 Penalty: 664.343018
	Iteration 10Q: 3 clusters Score -86104.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86128.945312 Penalty: 664.343018
	Iteration 11Q: 3 clusters Score -86128.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86147.750000 Penalty: 664.343018
	Iteration 12Q: 3 clusters Score -86147.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86166.632812 Penalty: 664.343018
	Iteration 13Q: 3 clusters Score -86166.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86182.281250 Penalty: 664.343018
	Iteration 14Q: 3 clusters Score -86182.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86197.726562 Penalty: 664.343018
	Iteration 15Q: 3 clusters Score -86197.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86204.945312 Penalty: 664.343018
	Iteration 16Q: 3 clusters Score -86204.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86208.140625 Penalty: 664.343018
	Iteration 17Q: 3 clusters Score -86208.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -86215.718750 Penalty: 664.343018
	Iteration 18Q: 3 clusters Score -86215.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86222.445312 Penalty: 664.343018
	Iteration 19Q: 3 clusters Score -86222.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -86227.312500 Penalty: 664.343018
	Iteration 20F: 3 clusters Score -86227.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -86233.656250 Penalty: 664.343018
	Iteration 21Q: 3 clusters Score -86233.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86241.265625 Penalty: 664.343018
	Iteration 22Q: 3 clusters Score -86241.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -86246.695312 Penalty: 664.343018
	Iteration 23Q: 3 clusters Score -86246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -86246.820312 Penalty: 664.343018
	Iteration 24Q: 3 clusters Score -86246.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -86247.257812 Penalty: 664.343018
	Iteration 25Q: 3 clusters Score -86247.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -86247.257812 Penalty: 664.343018
	Iteration 26F: 3 clusters Score -86247.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -31521.904297 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -31521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30994.656250 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -30994.66 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31155.679688 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -31155.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31194.982422 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -31194.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31229.388672 Penalty: 572.701172
	Iteration 3F: 3 clusters Score -31229.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31265.046875 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -31265.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31289.115234 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -31289.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -31302.996094 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -31303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -31312.599609 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -31312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31319.087891 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -31319.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31324.335938 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -31324.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31334.984375 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -31334.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31360.470703 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -31360.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -31389.267578 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -31389.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31430.496094 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -31430.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31456.544922 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -31456.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31471.318359 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -31471.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31482.140625 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -31482.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31486.835938 Penalty: 572.701172
	Iteration 17Q: 3 clusters Score -31486.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31488.013672 Penalty: 572.701172
	Iteration 18Q: 3 clusters Score -31488.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31490.599609 Penalty: 572.701172
	Iteration 19Q: 3 clusters Score -31490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31498.349609 Penalty: 572.701172
	Iteration 20F: 3 clusters Score -31498.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31504.292969 Penalty: 572.701172
	Iteration 21Q: 3 clusters Score -31504.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31508.060547 Penalty: 572.701172
	Iteration 22Q: 3 clusters Score -31508.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31508.541016 Penalty: 572.701172
	Iteration 23Q: 3 clusters Score -31508.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31508.541016 Penalty: 572.701172
	Iteration 24F: 3 clusters Score -31508.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -4696.226562 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -4696.227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4495.665527 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -4495.666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4535.215332 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -4535.215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4539.880371 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -4539.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4539.880371 Penalty: 421.760345
	Iteration 3F: 3 clusters Score -4539.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7941.916992 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7941.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7693.439941 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7693.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7733.659180 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7733.659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7753.891113 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7753.891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7757.416016 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7757.416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7762.646484 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7762.646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7777.517578 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7777.518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7784.554688 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7784.555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7789.421875 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7789.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7789.421875 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -7789.422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29857.212891 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29857.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29376.308594 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29376.31 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29506.806641 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29506.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29544.242188 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29544.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29576.970703 Penalty: 562.945007
	Iteration 3Q: 3 clusters Score -29576.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29603.638672 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29603.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29614.929688 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29614.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29628.222656 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29628.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29645.203125 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29645.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29664.791016 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29664.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29691.126953 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29691.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29704.712891 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29704.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29722.921875 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29722.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29732.578125 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29732.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29738.070312 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29738.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29740.408203 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29740.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29743.277344 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29743.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -29748.205078 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29748.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29751.839844 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29751.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29755.429688 Penalty: 562.945007
	Iteration 18Q: 3 clusters Score -29755.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -29762.605469 Penalty: 562.945007
	Iteration 19Q: 3 clusters Score -29762.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29769.017578 Penalty: 562.945007
	Iteration 20F: 3 clusters Score -29769.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29770.148438 Penalty: 562.945007
	Iteration 21Q: 3 clusters Score -29770.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29771.048828 Penalty: 562.945007
	Iteration 22Q: 3 clusters Score -29771.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29771.048828 Penalty: 562.945007
	Iteration 23F: 3 clusters Score -29771.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5006.084473 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5006.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4777.367188 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4777.367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4831.199219 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4831.199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4845.306152 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4845.306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4849.264648 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -4849.265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4849.264648 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -4849.265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -12450.591797 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -12450.59 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 105 members 
Entering Unmasked Estep 
Score: -12173.914062 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -12173.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12247.975586 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -12247.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12260.474609 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -12260.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12264.499023 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -12264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12265.170898 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -12265.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12265.534180 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -12265.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12265.534180 Penalty: 481.232300
	Iteration 6F: 3 clusters Score -12265.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -4812.499512 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -4812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4624.165527 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -4624.166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4662.430176 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -4662.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4679.358398 Penalty: 410.488220
	Iteration 2F: 3 clusters Score -4679.358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4689.005859 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -4689.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4693.154297 Penalty: 410.488220
	Iteration 4Q: 3 clusters Score -4693.154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4693.154297 Penalty: 410.488220
	Iteration 5F: 3 clusters Score -4693.154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -12698.198242 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -12698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12386.601562 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -12386.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12456.851562 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -12456.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12470.673828 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -12470.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12480.620117 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -12480.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12486.495117 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -12486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12487.868164 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -12487.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12489.738281 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -12489.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12495.176758 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -12495.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12500.509766 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -12500.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12503.069336 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -12503.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12510.236328 Penalty: 489.989075
	Iteration 10Q: 3 clusters Score -12510.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12514.206055 Penalty: 489.989075
	Iteration 11Q: 3 clusters Score -12514.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12514.206055 Penalty: 489.989075
	Iteration 12F: 3 clusters Score -12514.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (51 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Entering Unmasked Estep 
Score: -2153.941895 Penalty: 178.898071
	Iteration 0F: 2 clusters Score -2153.942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2043.821899 Penalty: 357.796143
	Iteration 0F: 3 clusters Score -2043.822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2052.770020 Penalty: 357.796143
	Iteration 1F: 3 clusters Score -2052.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2065.712891 Penalty: 357.796143
	Iteration 2Q: 3 clusters Score -2065.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2065.712891 Penalty: 357.796143
	Iteration 3F: 3 clusters Score -2065.713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2838.082031 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2838.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2789.754883 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2789.755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2801.662842 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2801.663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2808.087891 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2808.088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2809.948975 Penalty: 367.917664
	Iteration 3Q: 3 clusters Score -2809.949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2809.948975 Penalty: 367.917664
	Iteration 4F: 3 clusters Score -2809.949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (77 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Entering Unmasked Estep 
Score: -4555.416016 Penalty: 197.643143
	Iteration 0F: 2 clusters Score -4555.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4520.531250 Penalty: 395.286285
	Iteration 0F: 3 clusters Score -4520.531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4582.917480 Penalty: 395.286285
	Iteration 1F: 3 clusters Score -4582.917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4609.819336 Penalty: 395.286285
	Iteration 2F: 3 clusters Score -4609.819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4614.652344 Penalty: 395.286285
	Iteration 3Q: 3 clusters Score -4614.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4639.133789 Penalty: 395.286285
	Iteration 4Q: 3 clusters Score -4639.134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4648.271484 Penalty: 395.286285
	Iteration 5Q: 3 clusters Score -4648.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4648.271484 Penalty: 395.286285
	Iteration 6F: 3 clusters Score -4648.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 14 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 63 members 
Entering Unmasked Estep 
Score: -14140455.000000 Penalty: 62414.183594
Splitting cluster 95 changes total score from -14140756.000000 to -14140455.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -43861.996094 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -43862 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 309 members 
Entering Unmasked Estep 
Score: -43286.925781 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -43286.93 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43457.570312 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -43457.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43501.378906 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -43501.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43518.937500 Penalty: 585.980835
	Iteration 3Q: 3 clusters Score -43518.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43534.980469 Penalty: 585.980835
	Iteration 4Q: 3 clusters Score -43534.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43542.578125 Penalty: 585.980835
	Iteration 5Q: 3 clusters Score -43542.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43548.441406 Penalty: 585.980835
	Iteration 6Q: 3 clusters Score -43548.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43562.242188 Penalty: 585.980835
	Iteration 7Q: 3 clusters Score -43562.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43579.027344 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -43579.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43591.449219 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -43591.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43603.273438 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -43603.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43618.335938 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -43618.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43630.871094 Penalty: 585.980835
	Iteration 12Q: 3 clusters Score -43630.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43635.753906 Penalty: 585.980835
	Iteration 13Q: 3 clusters Score -43635.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43646.882812 Penalty: 585.980835
	Iteration 14Q: 3 clusters Score -43646.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43658.695312 Penalty: 585.980835
	Iteration 15Q: 3 clusters Score -43658.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43670.054688 Penalty: 585.980835
	Iteration 16Q: 3 clusters Score -43670.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43675.484375 Penalty: 585.980835
	Iteration 17Q: 3 clusters Score -43675.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43680.269531 Penalty: 585.980835
	Iteration 18Q: 3 clusters Score -43680.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43681.093750 Penalty: 585.980835
	Iteration 19Q: 3 clusters Score -43681.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43683.246094 Penalty: 585.980835
	Iteration 20F: 3 clusters Score -43683.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43685.292969 Penalty: 585.980835
	Iteration 21Q: 3 clusters Score -43685.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43685.648438 Penalty: 585.980835
	Iteration 22Q: 3 clusters Score -43685.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43685.648438 Penalty: 585.980835
	Iteration 23F: 3 clusters Score -43685.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -18900.324219 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -18900.32 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 132 members 
Entering Unmasked Estep 
Score: -18544.652344 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -18544.65 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18639.453125 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -18639.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18665.646484 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -18665.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18676.511719 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -18676.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18683.822266 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -18683.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18690.435547 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -18690.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18694.503906 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -18694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18707.365234 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -18707.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18717.589844 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -18717.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18722.720703 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -18722.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18723.150391 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -18723.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18723.150391 Penalty: 515.644836
	Iteration 11F: 3 clusters Score -18723.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -36826.085938 Penalty: 296.688263
	Iteration 0F: 2 clusters Score -36826.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36197.179688 Penalty: 593.376526
	Iteration 0F: 3 clusters Score -36197.18 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36377.078125 Penalty: 593.376526
	Iteration 1F: 3 clusters Score -36377.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36416.851562 Penalty: 593.376526
	Iteration 2F: 3 clusters Score -36416.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36437.593750 Penalty: 593.376526
	Iteration 3F: 3 clusters Score -36437.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36459.332031 Penalty: 593.376526
	Iteration 4Q: 3 clusters Score -36459.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -36473.363281 Penalty: 593.376526
	Iteration 5Q: 3 clusters Score -36473.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -36482.515625 Penalty: 593.376526
	Iteration 6Q: 3 clusters Score -36482.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36489.789062 Penalty: 593.376526
	Iteration 7Q: 3 clusters Score -36489.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36495.414062 Penalty: 593.376526
	Iteration 8Q: 3 clusters Score -36495.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36499.667969 Penalty: 593.376526
	Iteration 9Q: 3 clusters Score -36499.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36501.156250 Penalty: 593.376526
	Iteration 10Q: 3 clusters Score -36501.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36504.519531 Penalty: 593.376526
	Iteration 11Q: 3 clusters Score -36504.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36507.054688 Penalty: 593.376526
	Iteration 12Q: 3 clusters Score -36507.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36507.957031 Penalty: 593.376526
	Iteration 13Q: 3 clusters Score -36507.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36508.890625 Penalty: 593.376526
	Iteration 14Q: 3 clusters Score -36508.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36508.949219 Penalty: 593.376526
	Iteration 15Q: 3 clusters Score -36508.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36509.050781 Penalty: 593.376526
	Iteration 16Q: 3 clusters Score -36509.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36509.050781 Penalty: 593.376526
	Iteration 17F: 3 clusters Score -36509.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16359.603516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16359.6 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 146 members 
Entering Unmasked Estep 
Score: -16001.048828 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16001.05 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16090.248047 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16090.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16111.065430 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16111.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16125.921875 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16125.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16135.624023 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16135.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16141.834961 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16141.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16145.042969 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16145.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16148.396484 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16148.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16152.008789 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16152.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16154.359375 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16154.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16156.416992 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16156.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16157.497070 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16157.497070 Penalty: 520.249512
	Iteration 12F: 3 clusters Score -16157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -13478.219727 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -13478.22 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 143 members 
Entering Unmasked Estep 
Score: -13159.977539 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -13159.98 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13299.140625 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -13299.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13355.424805 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -13355.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13400.138672 Penalty: 512.765869
	Iteration 3F: 3 clusters Score -13400.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13450.445312 Penalty: 512.765869
	Iteration 4F: 3 clusters Score -13450.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13476.011719 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -13476.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13502.080078 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -13502.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13526.688477 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -13526.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13560.379883 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -13560.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13602.513672 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -13602.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13610.529297 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -13610.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13625.698242 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -13625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13629.156250 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -13629.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13630.146484 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -13630.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13630.146484 Penalty: 512.765869
	Iteration 14F: 3 clusters Score -13630.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 123 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 157 members 
Entering Unmasked Estep 
Score: -14140571.000000 Penalty: 62414.183594
Splitting cluster 100 changes total score from -14140756.000000 to -14140571.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 101 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -16909.335938 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -16909.34 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 128 members 
Entering Unmasked Estep 
Score: -16581.583984 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -16581.58 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16659.134766 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -16659.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16687.724609 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -16687.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16722.519531 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -16722.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16746.654297 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -16746.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16756.320312 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -16756.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16761.683594 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -16761.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16766.281250 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -16766.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16768.767578 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -16768.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16773.753906 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -16773.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16775.607422 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -16775.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16778.054688 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -16778.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16781.248047 Penalty: 508.098145
	Iteration 12Q: 3 clusters Score -16781.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16784.162109 Penalty: 508.098145
	Iteration 13Q: 3 clusters Score -16784.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16786.314453 Penalty: 508.098145
	Iteration 14Q: 3 clusters Score -16786.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16788.818359 Penalty: 508.098145
	Iteration 15Q: 3 clusters Score -16788.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16795.962891 Penalty: 508.098145
	Iteration 16Q: 3 clusters Score -16795.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16797.072266 Penalty: 508.098145
	Iteration 17Q: 3 clusters Score -16797.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16797.072266 Penalty: 508.098145
	Iteration 18F: 3 clusters Score -16797.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -4579.464844 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -4579.465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4384.144531 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -4384.145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4434.817871 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -4434.818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4461.189453 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -4461.189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4481.821777 Penalty: 416.298676
	Iteration 3F: 3 clusters Score -4481.822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4482.635254 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -4482.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4482.635254 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -4482.635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -49316.476562 Penalty: 295.740295
	Iteration 0F: 2 clusters Score -49316.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48713.378906 Penalty: 591.480591
	Iteration 0F: 3 clusters Score -48713.38 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48912.886719 Penalty: 591.480591
	Iteration 1F: 3 clusters Score -48912.89 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48988.828125 Penalty: 591.480591
	Iteration 2F: 3 clusters Score -48988.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49039.093750 Penalty: 591.480591
	Iteration 3F: 3 clusters Score -49039.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49082.921875 Penalty: 591.480591
	Iteration 4Q: 3 clusters Score -49082.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49115.828125 Penalty: 591.480591
	Iteration 5Q: 3 clusters Score -49115.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49138.414062 Penalty: 591.480591
	Iteration 6Q: 3 clusters Score -49138.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49148.707031 Penalty: 591.480591
	Iteration 7Q: 3 clusters Score -49148.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49168.000000 Penalty: 591.480591
	Iteration 8Q: 3 clusters Score -49168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49188.437500 Penalty: 591.480591
	Iteration 9Q: 3 clusters Score -49188.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49213.382812 Penalty: 591.480591
	Iteration 10Q: 3 clusters Score -49213.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49232.136719 Penalty: 591.480591
	Iteration 11Q: 3 clusters Score -49232.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49240.433594 Penalty: 591.480591
	Iteration 12Q: 3 clusters Score -49240.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49248.375000 Penalty: 591.480591
	Iteration 13Q: 3 clusters Score -49248.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49252.109375 Penalty: 591.480591
	Iteration 14Q: 3 clusters Score -49252.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49252.988281 Penalty: 591.480591
	Iteration 15Q: 3 clusters Score -49252.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49253.105469 Penalty: 591.480591
	Iteration 16Q: 3 clusters Score -49253.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49253.105469 Penalty: 591.480591
	Iteration 17F: 3 clusters Score -49253.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -12001.575195 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -12001.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11695.542969 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -11695.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11855.295898 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -11855.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11954.618164 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -11954.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12010.252930 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -12010.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12017.958984 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -12017.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12017.958984 Penalty: 502.816223
	Iteration 5F: 3 clusters Score -12017.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 75 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 176 members 
Entering Unmasked Estep 
Score: -14140430.000000 Penalty: 62414.183594
Splitting cluster 104 changes total score from -14140756.000000 to -14140430.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 105 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -6005.026367 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -6005.026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5801.018066 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -5801.018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5863.982422 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -5863.982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5877.532715 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -5877.533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5885.146484 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -5885.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5885.146484 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -5885.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -23227.230469 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -23227.23 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 201 members 
Entering Unmasked Estep 
Score: -22835.556641 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -22835.56 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22994.375000 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -22994.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23049.931641 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -23049.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23086.750000 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -23086.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23106.136719 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -23106.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23134.578125 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -23134.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23170.736328 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -23170.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23220.876953 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -23220.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23248.394531 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -23248.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23258.275391 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -23258.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23266.253906 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -23266.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23274.376953 Penalty: 544.538208
	Iteration 11Q: 3 clusters Score -23274.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23283.677734 Penalty: 544.538208
	Iteration 12Q: 3 clusters Score -23283.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23288.589844 Penalty: 544.538208
	Iteration 13Q: 3 clusters Score -23288.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23290.117188 Penalty: 544.538208
	Iteration 14Q: 3 clusters Score -23290.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23290.117188 Penalty: 544.538208
	Iteration 15F: 3 clusters Score -23290.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 191 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 206 members 
Entering Unmasked Estep 
Score: -14140504.000000 Penalty: 62414.183594
Splitting cluster 106 changes total score from -14140756.000000 to -14140504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 107 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -4643.028320 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -4643.028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4430.192871 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -4430.193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4514.197754 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -4514.198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4546.924805 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -4546.925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4570.415527 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -4570.416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4592.476562 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -4592.477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4622.111816 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -4622.112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4635.703613 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -4635.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4639.872070 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -4639.872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4639.872070 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -4639.872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 108 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -33202.074219 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -33202.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32761.445312 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -32761.45 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32902.503906 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -32902.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32939.925781 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -32939.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32960.750000 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -32960.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32967.457031 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -32967.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32974.367188 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -32974.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32981.730469 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -32981.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32992.019531 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -32992.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32998.953125 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -32998.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33006.449219 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -33006.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33008.660156 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -33008.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33010.757812 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -33010.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33012.441406 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -33012.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33013.105469 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -33013.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33013.105469 Penalty: 553.896484
	Iteration 14F: 3 clusters Score -33013.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5971.211914 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5971.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5759.449219 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5759.449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5823.470703 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5823.471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5829.717285 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5829.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5833.960938 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5833.961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5833.960938 Penalty: 429.383392
	Iteration 4F: 3 clusters Score -5833.961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -16477.615234 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -16477.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16162.201172 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -16162.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16228.083984 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -16228.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16259.596680 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -16259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16271.422852 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -16271.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16277.309570 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -16277.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16285.151367 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -16285.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16286.217773 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -16286.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16288.876953 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -16288.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16289.558594 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -16289.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16290.391602 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -16290.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16290.391602 Penalty: 489.989075
	Iteration 10F: 3 clusters Score -16290.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7379 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33735 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2368 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18243 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99100 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1481 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140727.000000 Penalty: 61851.894531
Iteration 479Q: 111 clusters Score -1.414073e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7348 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33673 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2369 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1972 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18255 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99182 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1479 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140672.000000 Penalty: 61851.894531
Iteration 480F: 111 clusters Score -1.414067e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7315 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8281 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33619 members 
Mstep: Class 23 contains 2279 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2369 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1972 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18268 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99258 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1478 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140630.000000 Penalty: 61851.894531
Iteration 481Q: 111 clusters Score -1.414063e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33568 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2369 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18282 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99334 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1475 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 218 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140625.000000 Penalty: 61851.894531
Iteration 482Q: 111 clusters Score -1.414062e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7257 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33497 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2367 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18309 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99403 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1475 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140604.000000 Penalty: 61851.894531
Iteration 483Q: 111 clusters Score -1.41406e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7228 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33422 members 
Mstep: Class 23 contains 2283 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18335 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99474 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1476 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140617.000000 Penalty: 61851.894531
Iteration 484Q: 111 clusters Score -1.414062e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7203 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8279 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33366 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2363 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18363 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99520 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1475 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140599.000000 Penalty: 61851.894531
Iteration 485Q: 111 clusters Score -1.41406e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7183 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33309 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18392 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99565 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1475 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140563.000000 Penalty: 61851.894531
Iteration 486Q: 111 clusters Score -1.414056e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7165 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 485 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8277 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33248 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2358 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18426 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99612 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1475 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140556.000000 Penalty: 61851.894531
Iteration 487Q: 111 clusters Score -1.414056e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7144 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8275 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33185 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2355 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18463 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99669 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1472 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140546.000000 Penalty: 61851.894531
Iteration 488Q: 111 clusters Score -1.414055e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33115 members 
Mstep: Class 23 contains 2298 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2352 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1978 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18503 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 864 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99727 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1468 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140529.000000 Penalty: 61851.894531
Iteration 489Q: 111 clusters Score -1.414053e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7105 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 33029 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2351 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1979 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18545 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 862 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99791 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1465 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140532.000000 Penalty: 61851.894531
Iteration 490Q: 111 clusters Score -1.414053e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7082 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32964 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2350 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1979 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18585 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99849 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1458 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140512.000000 Penalty: 61851.894531
Iteration 491Q: 111 clusters Score -1.414051e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7051 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32914 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 1620 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1979 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18616 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99902 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1457 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140512.000000 Penalty: 61851.894531
Iteration 492Q: 111 clusters Score -1.414051e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 7018 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32880 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 1619 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2344 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1977 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18643 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 99954 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1455 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140484.000000 Penalty: 61851.894531
Iteration 493Q: 111 clusters Score -1.414048e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 6988 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8275 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32823 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2341 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18677 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 100014 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1453 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140489.000000 Penalty: 61851.894531
Iteration 494Q: 111 clusters Score -1.414049e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 6960 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 484 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8276 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32782 members 
Mstep: Class 23 contains 2298 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2338 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1972 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18708 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 861 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 100061 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1448 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140479.000000 Penalty: 61851.894531
Iteration 495Q: 111 clusters Score -1.414048e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8277 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32746 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2336 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1973 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18728 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 100115 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1442 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140455.000000 Penalty: 61851.894531
Iteration 496Q: 111 clusters Score -1.414046e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8276 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32682 members 
Mstep: Class 23 contains 2298 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2334 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1975 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18740 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 100200 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1436 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140439.000000 Penalty: 61851.894531
Iteration 497Q: 111 clusters Score -1.414044e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32621 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2332 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1976 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18749 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 100293 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1436 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140473.000000 Penalty: 61851.894531
Iteration 498Q: 111 clusters Score -1.414047e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8273 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32558 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 1618 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2333 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1978 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18767 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 100369 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1433 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140462.000000 Penalty: 61851.894531
Iteration 499Q: 111 clusters Score -1.414046e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 833 members 
Mstep: Class 6 contains 6815 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 81 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 167 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 72 members 
Mstep: Class 21 contains 1735 members 
Mstep: Class 22 contains 32501 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 1617 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 249 members 
Mstep: Class 28 contains 2411 members 
Mstep: Class 29 contains 575 members 
Mstep: Class 30 contains 160 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 646 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 2334 members 
Mstep: Class 40 contains 16735 members 
Mstep: Class 41 contains 1868 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 166 members 
Mstep: Class 44 contains 404 members 
Mstep: Class 45 contains 116 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 1977 members 
Mstep: Class 48 contains 217 members 
Mstep: Class 49 contains 505 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 338 members 
Mstep: Class 52 contains 136 members 
Mstep: Class 53 contains 1034 members 
Mstep: Class 54 contains 18787 members 
Mstep: Class 55 contains 616 members 
Mstep: Class 56 contains 136 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 513 members 
Mstep: Class 59 contains 313 members 
Mstep: Class 60 contains 130 members 
Mstep: Class 61 contains 65 members 
Mstep: Class 62 contains 860 members 
Mstep: Class 63 contains 323 members 
Mstep: Class 64 contains 178 members 
Mstep: Class 65 contains 125 members 
Mstep: Class 66 contains 556 members 
Mstep: Class 67 contains 1811 members 
Mstep: Class 68 contains 307 members 
Mstep: Class 69 contains 664 members 
Mstep: Class 70 contains 473 members 
Mstep: Class 71 contains 152 members 
Mstep: Class 72 contains 106 members 
Mstep: Class 73 contains 28 members 
Mstep: Class 74 contains 100440 members 
Mstep: Class 75 contains 887 members 
Mstep: Class 76 contains 189 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 57 members 
Mstep: Class 79 contains 73 members 
Mstep: Class 80 contains 546 members 
Mstep: Class 81 contains 195 members 
Mstep: Class 82 contains 101 members 
Mstep: Class 83 contains 165 members 
Mstep: Class 84 contains 1428 members 
Mstep: Class 85 contains 541 members 
Mstep: Class 86 contains 103 members 
Mstep: Class 87 contains 134 members 
Mstep: Class 88 contains 486 members 
Mstep: Class 89 contains 115 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 91 members 
Mstep: Class 92 contains 219 members 
Mstep: Class 93 contains 51 members 
Mstep: Class 94 contains 57 members 
Mstep: Class 95 contains 77 members 
Mstep: Class 96 contains 626 members 
Mstep: Class 97 contains 289 members 
Mstep: Class 98 contains 679 members 
Mstep: Class 99 contains 304 members 
Mstep: Class 100 contains 280 members 
Mstep: Class 101 contains 266 members 
Mstep: Class 102 contains 97 members 
Mstep: Class 103 contains 665 members 
Mstep: Class 104 contains 251 members 
Mstep: Class 105 contains 128 members 
Mstep: Class 106 contains 397 members 
Mstep: Class 107 contains 132 members 
Mstep: Class 108 contains 440 members 
Mstep: Class 109 contains 112 members 
Mstep: Class 110 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140444.000000 Penalty: 61851.894531
Iteration 500F: 111 clusters Score -1.414044e+07 nChanged 125
Maximum iterations exceeded
--- Evaluating fit on full set of 698461 points ---
Entering Unmasked Estep 
Score: -42499292.000000 Penalty: 67350.453125
20->111 Clusters: Score -42499292.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 232820 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11587 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 11701 members 
Mstep: Class 6 contains 11595 members 
Mstep: Class 7 contains 11602 members 
Mstep: Class 8 contains 11599 members 
Mstep: Class 9 contains 11649 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 11644 members 
Mstep: Class 12 contains 11564 members 
Mstep: Class 13 contains 11910 members 
Mstep: Class 14 contains 11553 members 
Mstep: Class 15 contains 11679 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 11475 members 
Mstep: Class 19 contains 11699 members 
Mstep: Class 20 contains 11745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 16.571512 but Gain 562.290039
Score: -9143637.000000 Penalty: 10683.508789
Iteration 0F: 20 clusters Score -9143637 nChanged 221355
Entering Unmasked Mstep 
Mstep: Class 0 contains 6070 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 440 members 
Mstep: Class 3 contains 762 members 
Mstep: Class 4 contains 201196 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 1501 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 3076 members 
Mstep: Class 11 contains 419 members 
Mstep: Class 12 contains 192 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 15 contains 160 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 226 members 
Mstep: Class 19 contains 313 members 
Mstep: Class 20 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12851549.000000 Penalty: 10683.508789
Iteration 1F: 20 clusters Score -1.285155e+07 nChanged 23948
Entering Unmasked Mstep 
Mstep: Class 0 contains 3169 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 1919 members 
Mstep: Class 4 contains 196201 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 3613 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 4766 members 
Mstep: Class 9 contains 7359 members 
Mstep: Class 10 contains 2885 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 307 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 333 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 215 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13333502.000000 Penalty: 10683.508789
Iteration 2F: 20 clusters Score -1.33335e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 2526 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 188162 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 9146 members 
Mstep: Class 9 contains 7182 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 325 members 
Mstep: Class 20 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13494741.000000 Penalty: 10683.508789
Iteration 3F: 20 clusters Score -1.349474e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 2440 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 183724 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 3786 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 11718 members 
Mstep: Class 9 contains 6621 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 1706 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 13 contains 2938 members 
Mstep: Class 14 contains 199 members 
Mstep: Class 15 contains 757 members 
Mstep: Class 17 contains 1676 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 341 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13526046.000000 Penalty: 10683.508789
Iteration 4Q: 20 clusters Score -1.352605e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 2416 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 180806 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 3720 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 12487 members 
Mstep: Class 9 contains 6107 members 
Mstep: Class 10 contains 7450 members 
Mstep: Class 11 contains 1986 members 
Mstep: Class 12 contains 898 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 191 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 358 members 
Mstep: Class 20 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13539953.000000 Penalty: 10683.508789
Iteration 5Q: 20 clusters Score -1.353995e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2420 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 178745 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 12700 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 1032 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 14 contains 188 members 
Mstep: Class 15 contains 936 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13545820.000000 Penalty: 10683.508789
Iteration 6Q: 20 clusters Score -1.354582e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 2424 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 177468 members 
Mstep: Class 5 contains 3014 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 12676 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 10444 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 383 members 
Mstep: Class 20 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13547466.000000 Penalty: 10683.508789
Iteration 7Q: 20 clusters Score -1.354747e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2430 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 744 members 
Mstep: Class 3 contains 2500 members 
Mstep: Class 4 contains 176543 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 3568 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12644 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 11294 members 
Mstep: Class 11 contains 2015 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 997 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13548548.000000 Penalty: 10683.508789
Iteration 8Q: 20 clusters Score -1.354855e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 2434 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 175896 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 2217 members 
Mstep: Class 8 contains 12594 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 11873 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 1014 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13549369.000000 Penalty: 10683.508789
Iteration 9Q: 20 clusters Score -1.354937e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 2437 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 175386 members 
Mstep: Class 5 contains 3037 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12574 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 12294 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 15 contains 1019 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 473 members 
Mstep: Class 20 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13549432.000000 Penalty: 10683.508789
Iteration 10Q: 20 clusters Score -1.354943e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 2437 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 175001 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 3485 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12543 members 
Mstep: Class 9 contains 5904 members 
Mstep: Class 10 contains 12569 members 
Mstep: Class 11 contains 1988 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 1019 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 20 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13549966.000000 Penalty: 10683.508789
Iteration 11Q: 20 clusters Score -1.354997e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 2438 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 174678 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12520 members 
Mstep: Class 9 contains 6042 members 
Mstep: Class 10 contains 12727 members 
Mstep: Class 11 contains 1989 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1020 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13550482.000000 Penalty: 10683.508789
Iteration 12Q: 20 clusters Score -1.355048e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 2438 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 768 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 174371 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 3461 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12506 members 
Mstep: Class 9 contains 6389 members 
Mstep: Class 10 contains 12651 members 
Mstep: Class 11 contains 1985 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13553006.000000 Penalty: 10683.508789
Iteration 13Q: 20 clusters Score -1.355301e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2438 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 781 members 
Mstep: Class 3 contains 2446 members 
Mstep: Class 4 contains 173856 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12466 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 12490 members 
Mstep: Class 11 contains 1983 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 2735 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1013 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 543 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13564651.000000 Penalty: 10683.508789
Iteration 14Q: 20 clusters Score -1.356465e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 2439 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 171529 members 
Mstep: Class 5 contains 3076 members 
Mstep: Class 6 contains 3442 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12364 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 14817 members 
Mstep: Class 11 contains 1984 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 546 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13569727.000000 Penalty: 10683.508789
Iteration 15Q: 20 clusters Score -1.356973e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2444 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 805 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 167720 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12400 members 
Mstep: Class 9 contains 7013 members 
Mstep: Class 10 contains 18548 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 548 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13563181.000000 Penalty: 10683.508789
Iteration 16Q: 20 clusters Score -1.356318e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2447 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 164453 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12395 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 2014 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13559962.000000 Penalty: 10683.508789
Iteration 17Q: 20 clusters Score -1.355996e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2451 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 162196 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 3411 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12387 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 24048 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 998 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 553 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13559905.000000 Penalty: 10683.508789
Iteration 18Q: 20 clusters Score -1.35599e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 2451 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 160812 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12358 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 25455 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1001 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 562 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13560429.000000 Penalty: 10683.508789
Iteration 19Q: 20 clusters Score -1.356043e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 2450 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 858 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 159980 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 12342 members 
Mstep: Class 9 contains 6846 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 208 members 
Mstep: Class 19 contains 563 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13596908.000000 Penalty: 10683.508789
Iteration 20F: 20 clusters Score -1.359691e+07 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 2227 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 865 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 140975 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 12318 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 10 contains 29657 members 
Mstep: Class 11 contains 17677 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 672 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13820778.000000 Penalty: 10683.508789
Iteration 21F: 20 clusters Score -1.382078e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 136438 members 
Mstep: Class 5 contains 3107 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 12348 members 
Mstep: Class 9 contains 6643 members 
Mstep: Class 10 contains 29713 members 
Mstep: Class 11 contains 21749 members 
Mstep: Class 12 contains 2760 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 905 members 
Mstep: Class 17 contains 1555 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 776 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13869029.000000 Penalty: 10683.508789
Iteration 22Q: 20 clusters Score -1.386903e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1466 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 2602 members 
Mstep: Class 4 contains 136715 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 2157 members 
Mstep: Class 8 contains 12377 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 29399 members 
Mstep: Class 11 contains 21213 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 808 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13892814.000000 Penalty: 10683.508789
Iteration 23Q: 20 clusters Score -1.389281e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1466 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 137027 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 2146 members 
Mstep: Class 8 contains 12387 members 
Mstep: Class 9 contains 6628 members 
Mstep: Class 10 contains 29147 members 
Mstep: Class 11 contains 20720 members 
Mstep: Class 12 contains 3228 members 
Mstep: Class 13 contains 3412 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 815 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 856 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13911385.000000 Penalty: 10683.508789
Iteration 24Q: 20 clusters Score -1.391138e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1466 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 884 members 
Mstep: Class 3 contains 2664 members 
Mstep: Class 4 contains 137258 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 2910 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12409 members 
Mstep: Class 9 contains 6621 members 
Mstep: Class 10 contains 28967 members 
Mstep: Class 11 contains 20390 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 17 contains 1539 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 915 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13916919.000000 Penalty: 10683.508789
Iteration 25Q: 20 clusters Score -1.391692e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1466 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 884 members 
Mstep: Class 3 contains 2681 members 
Mstep: Class 4 contains 137396 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 12436 members 
Mstep: Class 9 contains 6621 members 
Mstep: Class 10 contains 28806 members 
Mstep: Class 11 contains 20113 members 
Mstep: Class 12 contains 3215 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 797 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13918940.000000 Penalty: 10683.508789
Iteration 26Q: 20 clusters Score -1.391894e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 1469 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 137496 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 2716 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 12452 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 28683 members 
Mstep: Class 11 contains 19916 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1075 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13920280.000000 Penalty: 10683.508789
Iteration 27Q: 20 clusters Score -1.392028e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 1470 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 137551 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 12465 members 
Mstep: Class 9 contains 6619 members 
Mstep: Class 10 contains 28572 members 
Mstep: Class 11 contains 19786 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 790 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13922452.000000 Penalty: 10683.508789
Iteration 28Q: 20 clusters Score -1.392245e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1475 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 882 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 137592 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 2140 members 
Mstep: Class 8 contains 12485 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 28495 members 
Mstep: Class 11 contains 19699 members 
Mstep: Class 12 contains 3402 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1287 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923348.000000 Penalty: 10683.508789
Iteration 29Q: 20 clusters Score -1.392335e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 137629 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12489 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 28441 members 
Mstep: Class 11 contains 19641 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1281 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923482.000000 Penalty: 10683.508789
Iteration 30Q: 20 clusters Score -1.392348e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 137662 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12493 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 28391 members 
Mstep: Class 11 contains 19599 members 
Mstep: Class 12 contains 3477 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1278 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923525.000000 Penalty: 10683.508789
Iteration 31Q: 20 clusters Score -1.392352e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 137689 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12493 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 28351 members 
Mstep: Class 11 contains 19574 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1277 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923542.000000 Penalty: 10683.508789
Iteration 32Q: 20 clusters Score -1.392354e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 137702 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12498 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 28319 members 
Mstep: Class 11 contains 19556 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 4360 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923630.000000 Penalty: 10683.508789
Iteration 33Q: 20 clusters Score -1.392363e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 137719 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12500 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 28294 members 
Mstep: Class 11 contains 19548 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923672.000000 Penalty: 10683.508789
Iteration 34Q: 20 clusters Score -1.392367e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 2730 members 
Mstep: Class 4 contains 137734 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12502 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28278 members 
Mstep: Class 11 contains 19543 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 4339 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923640.000000 Penalty: 10683.508789
Iteration 35Q: 20 clusters Score -1.392364e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 137740 members 
Mstep: Class 5 contains 3123 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12504 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28271 members 
Mstep: Class 11 contains 19537 members 
Mstep: Class 12 contains 3589 members 
Mstep: Class 13 contains 4330 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923670.000000 Penalty: 10683.508789
Iteration 36Q: 20 clusters Score -1.392367e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 137742 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12509 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28264 members 
Mstep: Class 11 contains 19529 members 
Mstep: Class 12 contains 3603 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923674.000000 Penalty: 10683.508789
Iteration 37Q: 20 clusters Score -1.392367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 137743 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12509 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28256 members 
Mstep: Class 11 contains 19523 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923716.000000 Penalty: 10683.508789
Iteration 38Q: 20 clusters Score -1.392372e+07 nChanged 35
Entering ConstructFrom: 
Score: -13923716.000000 Penalty: 10683.508789
Entering ConstructFrom: 
Trying to split cluster 1 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -79225.406250 Penalty: 351.762939
	Iteration 0F: 2 clusters Score -79225.41 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 1145 members 
Entering Unmasked Estep 
Score: -77654.835938 Penalty: 703.525879
	Iteration 0F: 3 clusters Score -77654.84 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -79176.382812 Penalty: 703.525879
	Iteration 1F: 3 clusters Score -79176.38 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -80519.656250 Penalty: 703.525879
	Iteration 2F: 3 clusters Score -80519.66 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -82157.835938 Penalty: 703.525879
	Iteration 3F: 3 clusters Score -82157.84 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -83744.570312 Penalty: 703.525879
	Iteration 4F: 3 clusters Score -83744.57 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -85101.398438 Penalty: 703.525879
	Iteration 5F: 3 clusters Score -85101.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -86248.445312 Penalty: 703.525879
	Iteration 6F: 3 clusters Score -86248.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -86348.265625 Penalty: 703.525879
	Iteration 7Q: 3 clusters Score -86348.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -86354.640625 Penalty: 703.525879
	Iteration 8Q: 3 clusters Score -86354.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -86358.625000 Penalty: 703.525879
	Iteration 9Q: 3 clusters Score -86358.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -86445.085938 Penalty: 703.525879
	Iteration 10Q: 3 clusters Score -86445.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -87644.515625 Penalty: 703.525879
	Iteration 11Q: 3 clusters Score -87644.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -87655.703125 Penalty: 703.525879
	Iteration 12Q: 3 clusters Score -87655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -87657.031250 Penalty: 703.525879
	Iteration 13Q: 3 clusters Score -87657.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -87657.031250 Penalty: 703.525879
	Iteration 14F: 3 clusters Score -87657.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 137748 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Entering Unmasked Estep 
Score: -13931951.000000 Penalty: 11245.798828
Splitting cluster 1 changes total score from -13923716.000000 to -13931951.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -36349.800781 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -36349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -35758.457031 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -35758.46 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37122.148438 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -37122.15 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37498.890625 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -37498.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37821.675781 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -37821.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38178.324219 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -38178.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38458.414062 Penalty: 618.612549
	Iteration 5F: 3 clusters Score -38458.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38795.921875 Penalty: 618.612549
	Iteration 6F: 3 clusters Score -38795.92 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39162.812500 Penalty: 618.612549
	Iteration 7F: 3 clusters Score -39162.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -39564.945312 Penalty: 618.612549
	Iteration 8F: 3 clusters Score -39564.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -41048.285156 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -41048.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -41142.996094 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -41143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41303.445312 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -41303.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -41347.152344 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -41347.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41377.156250 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -41377.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41394.152344 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -41394.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41440.371094 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -41440.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41457.324219 Penalty: 618.612549
	Iteration 16F: 3 clusters Score -41457.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41486.105469 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -41486.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41489.550781 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -41489.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -41495.593750 Penalty: 618.612549
	Iteration 19F: 3 clusters Score -41495.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -41531.328125 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -41531.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41546.035156 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -41546.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -41570.078125 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -41570.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -41580.570312 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -41580.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41590.558594 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -41590.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -41596.378906 Penalty: 618.612549
	Iteration 25F: 3 clusters Score -41596.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41617.062500 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -41617.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -41630.703125 Penalty: 618.612549
	Iteration 27Q: 3 clusters Score -41630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41634.972656 Penalty: 618.612549
	Iteration 28Q: 3 clusters Score -41634.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41636.628906 Penalty: 618.612549
	Iteration 29F: 3 clusters Score -41636.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -41645.214844 Penalty: 618.612549
	Iteration 30Q: 3 clusters Score -41645.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -41688.242188 Penalty: 618.612549
	Iteration 31Q: 3 clusters Score -41688.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -41704.011719 Penalty: 618.612549
	Iteration 32Q: 3 clusters Score -41704.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -41722.031250 Penalty: 618.612549
	Iteration 33Q: 3 clusters Score -41722.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41732.292969 Penalty: 618.612549
	Iteration 34Q: 3 clusters Score -41732.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41738.777344 Penalty: 618.612549
	Iteration 35Q: 3 clusters Score -41738.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41744.972656 Penalty: 618.612549
	Iteration 36Q: 3 clusters Score -41744.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -41756.675781 Penalty: 618.612549
	Iteration 37F: 3 clusters Score -41756.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -41864.117188 Penalty: 618.612549
	Iteration 38Q: 3 clusters Score -41864.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42060.484375 Penalty: 618.612549
	Iteration 39Q: 3 clusters Score -42060.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -42330.660156 Penalty: 618.612549
	Iteration 40F: 3 clusters Score -42330.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42337.917969 Penalty: 618.612549
	Iteration 41Q: 3 clusters Score -42337.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42337.917969 Penalty: 618.612549
	Iteration 42F: 3 clusters Score -42337.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 137748 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Entering Unmasked Estep 
Score: -13937688.000000 Penalty: 11808.088867
Splitting cluster 2 changes total score from -13923716.000000 to -13937688.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -125773.281250 Penalty: 360.098480
	Iteration 0F: 2 clusters Score -125773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -123987.781250 Penalty: 720.196960
	Iteration 0F: 3 clusters Score -123987.8 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -127300.437500 Penalty: 720.196960
	Iteration 1F: 3 clusters Score -127300.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -129513.226562 Penalty: 720.196960
	Iteration 2F: 3 clusters Score -129513.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -130318.148438 Penalty: 720.196960
	Iteration 3F: 3 clusters Score -130318.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -130680.359375 Penalty: 720.196960
	Iteration 4Q: 3 clusters Score -130680.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -130867.453125 Penalty: 720.196960
	Iteration 5Q: 3 clusters Score -130867.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -131029.585938 Penalty: 720.196960
	Iteration 6Q: 3 clusters Score -131029.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -131343.343750 Penalty: 720.196960
	Iteration 7Q: 3 clusters Score -131343.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -133677.281250 Penalty: 720.196960
	Iteration 8Q: 3 clusters Score -133677.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -134882.671875 Penalty: 720.196960
	Iteration 9Q: 3 clusters Score -134882.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -134896.937500 Penalty: 720.196960
	Iteration 10Q: 3 clusters Score -134896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -134901.296875 Penalty: 720.196960
	Iteration 11Q: 3 clusters Score -134901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -134901.296875 Penalty: 720.196960
	Iteration 12F: 3 clusters Score -134901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 137748 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Entering Unmasked Estep 
Score: -13946604.000000 Penalty: 12370.378906
Splitting cluster 3 changes total score from -13923716.000000 to -13946604.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (137748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137748 members 
Entering Unmasked Estep 
Score: -8522460.000000 Penalty: 538.409729
	Iteration 0F: 2 clusters Score -8522460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -8444010.000000 Penalty: 1076.819458
	Iteration 0F: 3 clusters Score -8444010 nChanged 67411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -8488109.000000 Penalty: 1076.819458
	Iteration 1F: 3 clusters Score -8488109 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -8493174.000000 Penalty: 1076.819458
	Iteration 2F: 3 clusters Score -8493174 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -8500318.000000 Penalty: 1076.819458
	Iteration 3F: 3 clusters Score -8500318 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -8508843.000000 Penalty: 1076.819458
	Iteration 4F: 3 clusters Score -8508843 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -8515186.000000 Penalty: 1076.819458
	Iteration 5F: 3 clusters Score -8515186 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -8517818.000000 Penalty: 1076.819458
	Iteration 6Q: 3 clusters Score -8517818 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -8518886.000000 Penalty: 1076.819458
	Iteration 7Q: 3 clusters Score -8518886 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -8519743.000000 Penalty: 1076.819458
	Iteration 8Q: 3 clusters Score -8519743 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -8520439.000000 Penalty: 1076.819458
	Iteration 9Q: 3 clusters Score -8520439 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -8521198.000000 Penalty: 1076.819458
	Iteration 10Q: 3 clusters Score -8521198 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -8522023.000000 Penalty: 1076.819458
	Iteration 11Q: 3 clusters Score -8522023 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -8522678.000000 Penalty: 1076.819458
	Iteration 12Q: 3 clusters Score -8522678 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -8523380.000000 Penalty: 1076.819458
	Iteration 13Q: 3 clusters Score -8523380 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -8524025.000000 Penalty: 1076.819458
	Iteration 14Q: 3 clusters Score -8524025 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -8524534.000000 Penalty: 1076.819458
	Iteration 15Q: 3 clusters Score -8524534 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -8525027.000000 Penalty: 1076.819458
	Iteration 16Q: 3 clusters Score -8525027 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -8525497.000000 Penalty: 1076.819458
	Iteration 17Q: 3 clusters Score -8525497 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -8525812.000000 Penalty: 1076.819458
	Iteration 18Q: 3 clusters Score -8525812 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -8526066.000000 Penalty: 1076.819458
	Iteration 19Q: 3 clusters Score -8526066 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -8526452.000000 Penalty: 1076.819458
	Iteration 20F: 3 clusters Score -8526452 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -8526636.000000 Penalty: 1076.819458
	Iteration 21Q: 3 clusters Score -8526636 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -8526831.000000 Penalty: 1076.819458
	Iteration 22Q: 3 clusters Score -8526831 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -8526975.000000 Penalty: 1076.819458
	Iteration 23Q: 3 clusters Score -8526975 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -8527129.000000 Penalty: 1076.819458
	Iteration 24Q: 3 clusters Score -8527129 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -8527266.000000 Penalty: 1076.819458
	Iteration 25Q: 3 clusters Score -8527266 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -8527380.000000 Penalty: 1076.819458
	Iteration 26Q: 3 clusters Score -8527380 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 81665 members 
Entering Unmasked Estep 
Score: -8527485.000000 Penalty: 1076.819458
	Iteration 27Q: 3 clusters Score -8527485 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8527792 nChanged 627
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Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8527869 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8527916 nChanged 598
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Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8527979 nChanged 606
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Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8528065 nChanged 682
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Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8528071 nChanged 690
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Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 88842 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8528077 nChanged 700
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Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8528050 nChanged 719
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Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8528092 nChanged 743
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Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8528056 nChanged 760
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Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8528028 nChanged 830
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Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8528034 nChanged 842
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Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8527951 nChanged 871
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Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8527932 nChanged 853
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Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8527844 nChanged 886
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Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 95756 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8527730 nChanged 854
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Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 96570 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8527608 nChanged 889
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Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8527520 nChanged 883
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Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8527530 nChanged 874
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Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8527451 nChanged 903
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Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8527302 nChanged 880
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Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8527185 nChanged 913
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Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8527115 nChanged 869
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Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8526974 nChanged 856
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Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8526919 nChanged 953
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Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8526795 nChanged 948
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Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 105344 members 
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	Iteration 59Q: 3 clusters Score -8526747 nChanged 984
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Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8526600 nChanged 1041
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Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 107303 members 
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	Iteration 61Q: 3 clusters Score -8526528 nChanged 1032
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Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8526412 nChanged 1033
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	Iteration 63Q: 3 clusters Score -8526547 nChanged 1031
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Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 110279 members 
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	Iteration 64Q: 3 clusters Score -8526689 nChanged 1097
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Mstep: Class 2 contains 111312 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8526804 nChanged 1135
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Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 112361 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8527014 nChanged 1213
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	Iteration 67Q: 3 clusters Score -8527508 nChanged 1311
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Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 114515 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8528150 nChanged 1328
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Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 115449 members 
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	Iteration 69Q: 3 clusters Score -8529018 nChanged 1287
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Mstep: Class 1 contains 21512 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8529781 nChanged 1298
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Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8530496 nChanged 1086
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Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 117314 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8530856 nChanged 743
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Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 117557 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8531064 nChanged 482
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Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 117745 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8531076 nChanged 339
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Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 117902 members 
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	Iteration 75Q: 3 clusters Score -8531125 nChanged 246
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Mstep: Class 1 contains 19716 members 
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	Iteration 76Q: 3 clusters Score -8531125 nChanged 153
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8531123 nChanged 118
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8531151 nChanged 100
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	Iteration 79Q: 3 clusters Score -8531145 nChanged 81
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Mstep: Class 2 contains 118400 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8531120 nChanged 63
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8531096 nChanged 57
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	Iteration 82Q: 3 clusters Score -8531093 nChanged 41
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Mstep: Class 2 contains 118553 members 
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	Iteration 83Q: 3 clusters Score -8531069 nChanged 36
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8531058 nChanged 36
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8531059 nChanged 26
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Mstep: Class 1 contains 19097 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8531032 nChanged 20
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Mstep: Class 1 contains 19077 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8531030 nChanged 24
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Mstep: Class 2 contains 118695 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8531029 nChanged 26
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Mstep: Class 1 contains 19027 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8531020 nChanged 22
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8531014 nChanged 18
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Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 118761 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8531019 nChanged 14
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	Iteration 92Q: 3 clusters Score -8531018 nChanged 11
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8531015 nChanged 11
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Mstep: Class 1 contains 18951 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8531007 nChanged 11
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8531001 nChanged 12
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8531011 nChanged 14
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	Iteration 97Q: 3 clusters Score -8531004 nChanged 15
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	Iteration 98Q: 3 clusters Score -8531005 nChanged 19
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	Iteration 99Q: 3 clusters Score -8531004 nChanged 15
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8531009 nChanged 9
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	Iteration 101Q: 3 clusters Score -8531011 nChanged 17
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8531008 nChanged 18
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	Iteration 103Q: 3 clusters Score -8531007 nChanged 24
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	Iteration 104Q: 3 clusters Score -8531003 nChanged 20
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	Iteration 105Q: 3 clusters Score -8531002 nChanged 17
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	Iteration 106Q: 3 clusters Score -8530997 nChanged 19
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	Iteration 107Q: 3 clusters Score -8531002 nChanged 18
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	Iteration 108Q: 3 clusters Score -8530999 nChanged 18
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	Iteration 109Q: 3 clusters Score -8530992 nChanged 24
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8530994 nChanged 20
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	Iteration 111Q: 3 clusters Score -8530994 nChanged 14
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8530984 nChanged 9
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8530973 nChanged 8
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	Iteration 114Q: 3 clusters Score -8530969 nChanged 8
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	Iteration 115Q: 3 clusters Score -8530966 nChanged 10
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8530980 nChanged 9
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	Iteration 117Q: 3 clusters Score -8530969 nChanged 9
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8530966 nChanged 11
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	Iteration 119Q: 3 clusters Score -8530974 nChanged 5
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8530975 nChanged 2
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Entering Unmasked Estep 
Score: -8530979.000000 Penalty: 1076.819458
	Iteration 121Q: 3 clusters Score -8530979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -8530968.000000 Penalty: 1076.819458
	Iteration 122Q: 3 clusters Score -8530968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 119168 members 
Entering Unmasked Estep 
Score: -8530973.000000 Penalty: 1076.819458
	Iteration 123Q: 3 clusters Score -8530973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 119168 members 
Entering Unmasked Estep 
Score: -8530973.000000 Penalty: 1076.819458
	Iteration 124F: 3 clusters Score -8530973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Entering Unmasked Estep 
Score: -13955281.000000 Penalty: 12932.668945
Splitting cluster 4 changes total score from -13923716.000000 to -13955281.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -176661.640625 Penalty: 366.103424
	Iteration 0F: 2 clusters Score -176661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -174829.765625 Penalty: 732.206848
	Iteration 0F: 3 clusters Score -174829.8 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -178067.015625 Penalty: 732.206848
	Iteration 1F: 3 clusters Score -178067 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -178701.093750 Penalty: 732.206848
	Iteration 2F: 3 clusters Score -178701.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -178764.000000 Penalty: 732.206848
	Iteration 3Q: 3 clusters Score -178764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -178780.421875 Penalty: 732.206848
	Iteration 4Q: 3 clusters Score -178780.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -178787.859375 Penalty: 732.206848
	Iteration 5Q: 3 clusters Score -178787.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -178791.453125 Penalty: 732.206848
	Iteration 6Q: 3 clusters Score -178791.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -178793.343750 Penalty: 732.206848
	Iteration 7Q: 3 clusters Score -178793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178793.750000 Penalty: 732.206848
	Iteration 8Q: 3 clusters Score -178793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178794.812500 Penalty: 732.206848
	Iteration 9Q: 3 clusters Score -178794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -178796.171875 Penalty: 732.206848
	Iteration 10Q: 3 clusters Score -178796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -178796.640625 Penalty: 732.206848
	Iteration 11Q: 3 clusters Score -178796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178796.718750 Penalty: 732.206848
	Iteration 12Q: 3 clusters Score -178796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178796.718750 Penalty: 732.206848
	Iteration 13F: 3 clusters Score -178796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Entering Unmasked Estep 
Score: -13957261.000000 Penalty: 13494.958984
Splitting cluster 5 changes total score from -13923716.000000 to -13957261.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -123439.687500 Penalty: 355.518402
	Iteration 0F: 2 clusters Score -123439.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -121837.257812 Penalty: 711.036804
	Iteration 0F: 3 clusters Score -121837.3 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -122719.632812 Penalty: 711.036804
	Iteration 1F: 3 clusters Score -122719.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -123081.390625 Penalty: 711.036804
	Iteration 2F: 3 clusters Score -123081.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -123345.632812 Penalty: 711.036804
	Iteration 3F: 3 clusters Score -123345.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -123566.085938 Penalty: 711.036804
	Iteration 4F: 3 clusters Score -123566.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -123790.085938 Penalty: 711.036804
	Iteration 5Q: 3 clusters Score -123790.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -124019.546875 Penalty: 711.036804
	Iteration 6Q: 3 clusters Score -124019.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -124196.976562 Penalty: 711.036804
	Iteration 7Q: 3 clusters Score -124197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -124290.968750 Penalty: 711.036804
	Iteration 8Q: 3 clusters Score -124291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -124363.109375 Penalty: 711.036804
	Iteration 9Q: 3 clusters Score -124363.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -124414.187500 Penalty: 711.036804
	Iteration 10Q: 3 clusters Score -124414.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -124481.679688 Penalty: 711.036804
	Iteration 11Q: 3 clusters Score -124481.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -124558.132812 Penalty: 711.036804
	Iteration 12Q: 3 clusters Score -124558.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -124662.132812 Penalty: 711.036804
	Iteration 13Q: 3 clusters Score -124662.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -124765.609375 Penalty: 711.036804
	Iteration 14Q: 3 clusters Score -124765.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -124843.117188 Penalty: 711.036804
	Iteration 15Q: 3 clusters Score -124843.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -124931.929688 Penalty: 711.036804
	Iteration 16Q: 3 clusters Score -124931.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -125037.695312 Penalty: 711.036804
	Iteration 17Q: 3 clusters Score -125037.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -125131.226562 Penalty: 711.036804
	Iteration 18Q: 3 clusters Score -125131.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -125271.218750 Penalty: 711.036804
	Iteration 19Q: 3 clusters Score -125271.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -125618.335938 Penalty: 711.036804
	Iteration 20F: 3 clusters Score -125618.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -126935.070312 Penalty: 711.036804
	Iteration 21F: 3 clusters Score -126935.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -127571.062500 Penalty: 711.036804
	Iteration 22Q: 3 clusters Score -127571.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -127659.476562 Penalty: 711.036804
	Iteration 23Q: 3 clusters Score -127659.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -127690.515625 Penalty: 711.036804
	Iteration 24Q: 3 clusters Score -127690.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -127709.968750 Penalty: 711.036804
	Iteration 25Q: 3 clusters Score -127710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -127719.023438 Penalty: 711.036804
	Iteration 26Q: 3 clusters Score -127719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -127725.476562 Penalty: 711.036804
	Iteration 27Q: 3 clusters Score -127725.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -127729.015625 Penalty: 711.036804
	Iteration 28Q: 3 clusters Score -127729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -127731.773438 Penalty: 711.036804
	Iteration 29Q: 3 clusters Score -127731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -127732.492188 Penalty: 711.036804
	Iteration 30Q: 3 clusters Score -127732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -127733.492188 Penalty: 711.036804
	Iteration 31Q: 3 clusters Score -127733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -127735.187500 Penalty: 711.036804
	Iteration 32Q: 3 clusters Score -127735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -127737.492188 Penalty: 711.036804
	Iteration 33Q: 3 clusters Score -127737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -127738.656250 Penalty: 711.036804
	Iteration 34Q: 3 clusters Score -127738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -127739.312500 Penalty: 711.036804
	Iteration 35Q: 3 clusters Score -127739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -127739.671875 Penalty: 711.036804
	Iteration 36Q: 3 clusters Score -127739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -127739.773438 Penalty: 711.036804
	Iteration 37Q: 3 clusters Score -127739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -127746.492188 Penalty: 711.036804
	Iteration 38F: 3 clusters Score -127746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -127750.976562 Penalty: 711.036804
	Iteration 39Q: 3 clusters Score -127751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -127755.812500 Penalty: 711.036804
	Iteration 40F: 3 clusters Score -127755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -127769.070312 Penalty: 711.036804
	Iteration 41Q: 3 clusters Score -127769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -127770.789062 Penalty: 711.036804
	Iteration 42Q: 3 clusters Score -127770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -127773.117188 Penalty: 711.036804
	Iteration 43Q: 3 clusters Score -127773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -127774.367188 Penalty: 711.036804
	Iteration 44Q: 3 clusters Score -127774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -127774.992188 Penalty: 711.036804
	Iteration 45Q: 3 clusters Score -127775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -127775.171875 Penalty: 711.036804
	Iteration 46Q: 3 clusters Score -127775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -127775.171875 Penalty: 711.036804
	Iteration 47F: 3 clusters Score -127775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Entering Unmasked Estep 
Score: -13961371.000000 Penalty: 14057.249023
Splitting cluster 6 changes total score from -13923716.000000 to -13961371.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (2141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Entering Unmasked Estep 
Score: -122135.421875 Penalty: 348.940796
	Iteration 0F: 2 clusters Score -122135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -120740.484375 Penalty: 697.881592
	Iteration 0F: 3 clusters Score -120740.5 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -122319.304688 Penalty: 697.881592
	Iteration 1F: 3 clusters Score -122319.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -123497.851562 Penalty: 697.881592
	Iteration 2F: 3 clusters Score -123497.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -124225.101562 Penalty: 697.881592
	Iteration 3F: 3 clusters Score -124225.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124691.882812 Penalty: 697.881592
	Iteration 4F: 3 clusters Score -124691.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -125250.789062 Penalty: 697.881592
	Iteration 5F: 3 clusters Score -125250.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -125863.570312 Penalty: 697.881592
	Iteration 6Q: 3 clusters Score -125863.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -126128.296875 Penalty: 697.881592
	Iteration 7Q: 3 clusters Score -126128.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -126321.546875 Penalty: 697.881592
	Iteration 8Q: 3 clusters Score -126321.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -126436.554688 Penalty: 697.881592
	Iteration 9Q: 3 clusters Score -126436.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -126511.335938 Penalty: 697.881592
	Iteration 10Q: 3 clusters Score -126511.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -126542.546875 Penalty: 697.881592
	Iteration 11Q: 3 clusters Score -126542.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -126566.968750 Penalty: 697.881592
	Iteration 12Q: 3 clusters Score -126567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -126582.710938 Penalty: 697.881592
	Iteration 13Q: 3 clusters Score -126582.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -126591.726562 Penalty: 697.881592
	Iteration 14Q: 3 clusters Score -126591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -126595.367188 Penalty: 697.881592
	Iteration 15Q: 3 clusters Score -126595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -126599.937500 Penalty: 697.881592
	Iteration 16Q: 3 clusters Score -126599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -126600.406250 Penalty: 697.881592
	Iteration 17Q: 3 clusters Score -126600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -126600.539062 Penalty: 697.881592
	Iteration 18Q: 3 clusters Score -126600.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -126600.539062 Penalty: 697.881592
	Iteration 19F: 3 clusters Score -126600.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Entering Unmasked Estep 
Score: -13965628.000000 Penalty: 14619.539062
Splitting cluster 7 changes total score from -13923716.000000 to -13965628.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (12514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Entering Unmasked Estep 
Score: -691886.062500 Penalty: 429.274475
	Iteration 0F: 2 clusters Score -691886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -683620.312500 Penalty: 858.548950
	Iteration 0F: 3 clusters Score -683620.3 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -687549.312500 Penalty: 858.548950
	Iteration 1F: 3 clusters Score -687549.3 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -688625.125000 Penalty: 858.548950
	Iteration 2F: 3 clusters Score -688625.1 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -690264.875000 Penalty: 858.548950
	Iteration 3F: 3 clusters Score -690264.9 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -691762.812500 Penalty: 858.548950
	Iteration 4F: 3 clusters Score -691762.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -692457.875000 Penalty: 858.548950
	Iteration 5F: 3 clusters Score -692457.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -692687.500000 Penalty: 858.548950
	Iteration 6Q: 3 clusters Score -692687.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -692787.750000 Penalty: 858.548950
	Iteration 7Q: 3 clusters Score -692787.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -692857.000000 Penalty: 858.548950
	Iteration 8Q: 3 clusters Score -692857 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -692911.187500 Penalty: 858.548950
	Iteration 9Q: 3 clusters Score -692911.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -692986.437500 Penalty: 858.548950
	Iteration 10Q: 3 clusters Score -692986.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -693060.750000 Penalty: 858.548950
	Iteration 11Q: 3 clusters Score -693060.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -693121.312500 Penalty: 858.548950
	Iteration 12Q: 3 clusters Score -693121.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -693171.000000 Penalty: 858.548950
	Iteration 13Q: 3 clusters Score -693171 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -693215.562500 Penalty: 858.548950
	Iteration 14Q: 3 clusters Score -693215.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -693252.937500 Penalty: 858.548950
	Iteration 15Q: 3 clusters Score -693252.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -693294.875000 Penalty: 858.548950
	Iteration 16Q: 3 clusters Score -693294.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -693341.312500 Penalty: 858.548950
	Iteration 17Q: 3 clusters Score -693341.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -693378.625000 Penalty: 858.548950
	Iteration 18Q: 3 clusters Score -693378.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -693420.500000 Penalty: 858.548950
	Iteration 19Q: 3 clusters Score -693420.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -693454.750000 Penalty: 858.548950
	Iteration 20F: 3 clusters Score -693454.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -693474.937500 Penalty: 858.548950
	Iteration 21Q: 3 clusters Score -693474.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -693490.125000 Penalty: 858.548950
	Iteration 22Q: 3 clusters Score -693490.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -693506.750000 Penalty: 858.548950
	Iteration 23Q: 3 clusters Score -693506.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -693515.812500 Penalty: 858.548950
	Iteration 24Q: 3 clusters Score -693515.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -693524.312500 Penalty: 858.548950
	Iteration 25Q: 3 clusters Score -693524.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -693532.312500 Penalty: 858.548950
	Iteration 26Q: 3 clusters Score -693532.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -693536.750000 Penalty: 858.548950
	Iteration 27Q: 3 clusters Score -693536.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -693540.875000 Penalty: 858.548950
	Iteration 28Q: 3 clusters Score -693540.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -693547.937500 Penalty: 858.548950
	Iteration 29Q: 3 clusters Score -693547.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -693551.812500 Penalty: 858.548950
	Iteration 30Q: 3 clusters Score -693551.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -693552.812500 Penalty: 858.548950
	Iteration 31Q: 3 clusters Score -693552.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -693558.812500 Penalty: 858.548950
	Iteration 32Q: 3 clusters Score -693558.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -693560.437500 Penalty: 858.548950
	Iteration 33Q: 3 clusters Score -693560.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -693559.250000 Penalty: 858.548950
	Iteration 34Q: 3 clusters Score -693559.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -693562.437500 Penalty: 858.548950
	Iteration 35Q: 3 clusters Score -693562.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -693565.125000 Penalty: 858.548950
	Iteration 36Q: 3 clusters Score -693565.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -693564.937500 Penalty: 858.548950
	Iteration 37Q: 3 clusters Score -693564.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -693564.937500 Penalty: 858.548950
	Iteration 38Q: 3 clusters Score -693564.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -693566.500000 Penalty: 858.548950
	Iteration 39Q: 3 clusters Score -693566.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -693566.562500 Penalty: 858.548950
	Iteration 40F: 3 clusters Score -693566.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -693568.562500 Penalty: 858.548950
	Iteration 41Q: 3 clusters Score -693568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -693569.687500 Penalty: 858.548950
	Iteration 42Q: 3 clusters Score -693569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -693569.937500 Penalty: 858.548950
	Iteration 43Q: 3 clusters Score -693569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -693569.875000 Penalty: 858.548950
	Iteration 44Q: 3 clusters Score -693569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -693571.250000 Penalty: 858.548950
	Iteration 45Q: 3 clusters Score -693571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -693571.125000 Penalty: 858.548950
	Iteration 46Q: 3 clusters Score -693571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -693572.125000 Penalty: 858.548950
	Iteration 47Q: 3 clusters Score -693572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -693572.312500 Penalty: 858.548950
	Iteration 48Q: 3 clusters Score -693572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -693571.562500 Penalty: 858.548950
	Iteration 49Q: 3 clusters Score -693571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -693570.750000 Penalty: 858.548950
	Iteration 50Q: 3 clusters Score -693570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -693570.937500 Penalty: 858.548950
	Iteration 51Q: 3 clusters Score -693570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -693572.375000 Penalty: 858.548950
	Iteration 52Q: 3 clusters Score -693572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -693572.000000 Penalty: 858.548950
	Iteration 53Q: 3 clusters Score -693572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -693572.062500 Penalty: 858.548950
	Iteration 54Q: 3 clusters Score -693572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -693570.625000 Penalty: 858.548950
	Iteration 55Q: 3 clusters Score -693570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -693571.062500 Penalty: 858.548950
	Iteration 56Q: 3 clusters Score -693571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -693572.125000 Penalty: 858.548950
	Iteration 57Q: 3 clusters Score -693572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -693571.437500 Penalty: 858.548950
	Iteration 58Q: 3 clusters Score -693571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -693571.437500 Penalty: 858.548950
	Iteration 59Q: 3 clusters Score -693571.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -693570.562500 Penalty: 858.548950
	Iteration 60F: 3 clusters Score -693570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -693569.625000 Penalty: 858.548950
	Iteration 61Q: 3 clusters Score -693569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -693569.812500 Penalty: 858.548950
	Iteration 62Q: 3 clusters Score -693569.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -693571.312500 Penalty: 858.548950
	Iteration 63Q: 3 clusters Score -693571.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -693570.312500 Penalty: 858.548950
	Iteration 64Q: 3 clusters Score -693570.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -693569.000000 Penalty: 858.548950
	Iteration 65Q: 3 clusters Score -693569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -693569.125000 Penalty: 858.548950
	Iteration 66Q: 3 clusters Score -693569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -693573.062500 Penalty: 858.548950
	Iteration 67Q: 3 clusters Score -693573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -693572.687500 Penalty: 858.548950
	Iteration 68Q: 3 clusters Score -693572.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -693572.062500 Penalty: 858.548950
	Iteration 69Q: 3 clusters Score -693572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -693571.000000 Penalty: 858.548950
	Iteration 70Q: 3 clusters Score -693571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -693572.625000 Penalty: 858.548950
	Iteration 71Q: 3 clusters Score -693572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -693573.000000 Penalty: 858.548950
	Iteration 72Q: 3 clusters Score -693573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -693572.125000 Penalty: 858.548950
	Iteration 73Q: 3 clusters Score -693572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -693571.750000 Penalty: 858.548950
	Iteration 74Q: 3 clusters Score -693571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -693572.187500 Penalty: 858.548950
	Iteration 75Q: 3 clusters Score -693572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -693572.312500 Penalty: 858.548950
	Iteration 76Q: 3 clusters Score -693572.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -693572.312500 Penalty: 858.548950
	Iteration 77Q: 3 clusters Score -693572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -693572.812500 Penalty: 858.548950
	Iteration 78Q: 3 clusters Score -693572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -693573.625000 Penalty: 858.548950
	Iteration 79Q: 3 clusters Score -693573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -693574.062500 Penalty: 858.548950
	Iteration 80F: 3 clusters Score -693574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -693574.187500 Penalty: 858.548950
	Iteration 81Q: 3 clusters Score -693574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -693573.812500 Penalty: 858.548950
	Iteration 82Q: 3 clusters Score -693573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -693573.937500 Penalty: 858.548950
	Iteration 83Q: 3 clusters Score -693573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -693574.250000 Penalty: 858.548950
	Iteration 84Q: 3 clusters Score -693574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -693574.687500 Penalty: 858.548950
	Iteration 85Q: 3 clusters Score -693574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -693576.625000 Penalty: 858.548950
	Iteration 86Q: 3 clusters Score -693576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -693577.062500 Penalty: 858.548950
	Iteration 87Q: 3 clusters Score -693577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -693576.625000 Penalty: 858.548950
	Iteration 88Q: 3 clusters Score -693576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -693576.687500 Penalty: 858.548950
	Iteration 89Q: 3 clusters Score -693576.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -693577.312500 Penalty: 858.548950
	Iteration 90Q: 3 clusters Score -693577.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -693577.187500 Penalty: 858.548950
	Iteration 91Q: 3 clusters Score -693577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -693579.625000 Penalty: 858.548950
	Iteration 92Q: 3 clusters Score -693579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -693579.562500 Penalty: 858.548950
	Iteration 93Q: 3 clusters Score -693579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -693579.687500 Penalty: 858.548950
	Iteration 94Q: 3 clusters Score -693579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -693579.812500 Penalty: 858.548950
	Iteration 95Q: 3 clusters Score -693579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -693580.812500 Penalty: 858.548950
	Iteration 96Q: 3 clusters Score -693580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -693580.250000 Penalty: 858.548950
	Iteration 97Q: 3 clusters Score -693580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -693580.000000 Penalty: 858.548950
	Iteration 98Q: 3 clusters Score -693580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -693579.500000 Penalty: 858.548950
	Iteration 99Q: 3 clusters Score -693579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -693580.687500 Penalty: 858.548950
	Iteration 100F: 3 clusters Score -693580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -693581.312500 Penalty: 858.548950
	Iteration 101Q: 3 clusters Score -693581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -693580.687500 Penalty: 858.548950
	Iteration 102Q: 3 clusters Score -693580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -693580.312500 Penalty: 858.548950
	Iteration 103Q: 3 clusters Score -693580.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -693580.312500 Penalty: 858.548950
	Iteration 104F: 3 clusters Score -693580.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Entering Unmasked Estep 
Score: -13967165.000000 Penalty: 15181.828125
Splitting cluster 8 changes total score from -13923716.000000 to -13967165.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -370503.000000 Penalty: 400.260925
	Iteration 0F: 2 clusters Score -370503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -366110.468750 Penalty: 800.521851
	Iteration 0F: 3 clusters Score -366110.5 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -369537.250000 Penalty: 800.521851
	Iteration 1F: 3 clusters Score -369537.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -373019.687500 Penalty: 800.521851
	Iteration 2F: 3 clusters Score -373019.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -375347.031250 Penalty: 800.521851
	Iteration 3F: 3 clusters Score -375347 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -376555.843750 Penalty: 800.521851
	Iteration 4Q: 3 clusters Score -376555.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -377965.687500 Penalty: 800.521851
	Iteration 5Q: 3 clusters Score -377965.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -378720.468750 Penalty: 800.521851
	Iteration 6Q: 3 clusters Score -378720.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -378891.312500 Penalty: 800.521851
	Iteration 7Q: 3 clusters Score -378891.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -378921.812500 Penalty: 800.521851
	Iteration 8Q: 3 clusters Score -378921.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -378933.156250 Penalty: 800.521851
	Iteration 9Q: 3 clusters Score -378933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -378936.843750 Penalty: 800.521851
	Iteration 10Q: 3 clusters Score -378936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -378937.718750 Penalty: 800.521851
	Iteration 11Q: 3 clusters Score -378937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -378937.437500 Penalty: 800.521851
	Iteration 12Q: 3 clusters Score -378937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -378937.437500 Penalty: 800.521851
	Iteration 13F: 3 clusters Score -378937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Entering Unmasked Estep 
Score: -13975439.000000 Penalty: 15744.118164
Splitting cluster 9 changes total score from -13923716.000000 to -13975439.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (28246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Entering Unmasked Estep 
Score: -1665778.125000 Penalty: 466.316162
	Iteration 0F: 2 clusters Score -1665778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1646997.750000 Penalty: 932.632324
	Iteration 0F: 3 clusters Score -1646998 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1656692.875000 Penalty: 932.632324
	Iteration 1F: 3 clusters Score -1656693 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1659440.375000 Penalty: 932.632324
	Iteration 2F: 3 clusters Score -1659440 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1662333.875000 Penalty: 932.632324
	Iteration 3F: 3 clusters Score -1662334 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1664394.375000 Penalty: 932.632324
	Iteration 4F: 3 clusters Score -1664394 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1665760.625000 Penalty: 932.632324
	Iteration 5F: 3 clusters Score -1665761 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1666685.750000 Penalty: 932.632324
	Iteration 6Q: 3 clusters Score -1666686 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1667303.750000 Penalty: 932.632324
	Iteration 7Q: 3 clusters Score -1667304 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1667550.625000 Penalty: 932.632324
	Iteration 8Q: 3 clusters Score -1667551 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1667670.750000 Penalty: 932.632324
	Iteration 9Q: 3 clusters Score -1667671 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1667744.000000 Penalty: 932.632324
	Iteration 10Q: 3 clusters Score -1667744 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1667780.875000 Penalty: 932.632324
	Iteration 11Q: 3 clusters Score -1667781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1667807.875000 Penalty: 932.632324
	Iteration 12Q: 3 clusters Score -1667808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1667830.250000 Penalty: 932.632324
	Iteration 13Q: 3 clusters Score -1667830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1667847.375000 Penalty: 932.632324
	Iteration 14Q: 3 clusters Score -1667847 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1667856.875000 Penalty: 932.632324
	Iteration 15Q: 3 clusters Score -1667857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1667860.125000 Penalty: 932.632324
	Iteration 16Q: 3 clusters Score -1667860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1667873.750000 Penalty: 932.632324
	Iteration 17Q: 3 clusters Score -1667874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1667876.375000 Penalty: 932.632324
	Iteration 18Q: 3 clusters Score -1667876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1667881.125000 Penalty: 932.632324
	Iteration 19Q: 3 clusters Score -1667881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1667885.000000 Penalty: 932.632324
	Iteration 20F: 3 clusters Score -1667885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1667878.375000 Penalty: 932.632324
	Iteration 21Q: 3 clusters Score -1667878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1667886.500000 Penalty: 932.632324
	Iteration 22Q: 3 clusters Score -1667886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1667883.250000 Penalty: 932.632324
	Iteration 23Q: 3 clusters Score -1667883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1667883.125000 Penalty: 932.632324
	Iteration 24Q: 3 clusters Score -1667883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1667885.250000 Penalty: 932.632324
	Iteration 25Q: 3 clusters Score -1667885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1667883.875000 Penalty: 932.632324
	Iteration 26Q: 3 clusters Score -1667884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1667885.375000 Penalty: 932.632324
	Iteration 27Q: 3 clusters Score -1667885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1667885.750000 Penalty: 932.632324
	Iteration 28Q: 3 clusters Score -1667886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1667885.250000 Penalty: 932.632324
	Iteration 29Q: 3 clusters Score -1667885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1667885.250000 Penalty: 932.632324
	Iteration 30F: 3 clusters Score -1667885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 19515 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Entering Unmasked Estep 
Score: -13977493.000000 Penalty: 16306.408203
Splitting cluster 10 changes total score from -13923716.000000 to -13977493.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (19515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Entering Unmasked Estep 
Score: -1624970.250000 Penalty: 449.491699
	Iteration 0F: 2 clusters Score -1624970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1615225.125000 Penalty: 898.983398
	Iteration 0F: 3 clusters Score -1615225 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1620944.125000 Penalty: 898.983398
	Iteration 1F: 3 clusters Score -1620944 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1623296.250000 Penalty: 898.983398
	Iteration 2F: 3 clusters Score -1623296 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1628256.125000 Penalty: 898.983398
	Iteration 3F: 3 clusters Score -1628256 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1632289.625000 Penalty: 898.983398
	Iteration 4F: 3 clusters Score -1632290 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1633666.125000 Penalty: 898.983398
	Iteration 5F: 3 clusters Score -1633666 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1634132.750000 Penalty: 898.983398
	Iteration 6Q: 3 clusters Score -1634133 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1634217.625000 Penalty: 898.983398
	Iteration 7Q: 3 clusters Score -1634218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1634225.000000 Penalty: 898.983398
	Iteration 8Q: 3 clusters Score -1634225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1634221.375000 Penalty: 898.983398
	Iteration 9Q: 3 clusters Score -1634221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1634222.125000 Penalty: 898.983398
	Iteration 10Q: 3 clusters Score -1634222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1634216.875000 Penalty: 898.983398
	Iteration 11Q: 3 clusters Score -1634217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1634213.000000 Penalty: 898.983398
	Iteration 12Q: 3 clusters Score -1634213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1634210.375000 Penalty: 898.983398
	Iteration 13Q: 3 clusters Score -1634210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1634211.250000 Penalty: 898.983398
	Iteration 14Q: 3 clusters Score -1634211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1634210.625000 Penalty: 898.983398
	Iteration 15Q: 3 clusters Score -1634211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1634210.625000 Penalty: 898.983398
	Iteration 16F: 3 clusters Score -1634211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 3113 members 
Entering Unmasked Estep 
Score: -13986692.000000 Penalty: 16868.699219
Splitting cluster 11 changes total score from -13923716.000000 to -13986692.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (3621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Entering Unmasked Estep 
Score: -204299.578125 Penalty: 372.850006
	Iteration 0F: 2 clusters Score -204299.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -202130.359375 Penalty: 745.700012
	Iteration 0F: 3 clusters Score -202130.4 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -207532.062500 Penalty: 745.700012
	Iteration 1F: 3 clusters Score -207532.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -208898.078125 Penalty: 745.700012
	Iteration 2F: 3 clusters Score -208898.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -209207.671875 Penalty: 745.700012
	Iteration 3Q: 3 clusters Score -209207.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -209319.687500 Penalty: 745.700012
	Iteration 4Q: 3 clusters Score -209319.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -209397.625000 Penalty: 745.700012
	Iteration 5Q: 3 clusters Score -209397.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -209483.906250 Penalty: 745.700012
	Iteration 6Q: 3 clusters Score -209483.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -209521.218750 Penalty: 745.700012
	Iteration 7Q: 3 clusters Score -209521.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -209554.796875 Penalty: 745.700012
	Iteration 8Q: 3 clusters Score -209554.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -209581.500000 Penalty: 745.700012
	Iteration 9Q: 3 clusters Score -209581.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -209598.671875 Penalty: 745.700012
	Iteration 10Q: 3 clusters Score -209598.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -209619.343750 Penalty: 745.700012
	Iteration 11Q: 3 clusters Score -209619.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -209628.937500 Penalty: 745.700012
	Iteration 12Q: 3 clusters Score -209628.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -209637.265625 Penalty: 745.700012
	Iteration 13Q: 3 clusters Score -209637.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -209659.234375 Penalty: 745.700012
	Iteration 14Q: 3 clusters Score -209659.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -209823.671875 Penalty: 745.700012
	Iteration 15Q: 3 clusters Score -209823.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -209908.625000 Penalty: 745.700012
	Iteration 16Q: 3 clusters Score -209908.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -209934.953125 Penalty: 745.700012
	Iteration 17Q: 3 clusters Score -209935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -209967.625000 Penalty: 745.700012
	Iteration 18Q: 3 clusters Score -209967.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -210021.515625 Penalty: 745.700012
	Iteration 19Q: 3 clusters Score -210021.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -210062.437500 Penalty: 745.700012
	Iteration 20F: 3 clusters Score -210062.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -210075.671875 Penalty: 745.700012
	Iteration 21Q: 3 clusters Score -210075.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -210078.734375 Penalty: 745.700012
	Iteration 22Q: 3 clusters Score -210078.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -210079.484375 Penalty: 745.700012
	Iteration 23Q: 3 clusters Score -210079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -210079.468750 Penalty: 745.700012
	Iteration 24Q: 3 clusters Score -210079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -210079.468750 Penalty: 745.700012
	Iteration 25F: 3 clusters Score -210079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 1743 members 
Entering Unmasked Estep 
Score: -13992261.000000 Penalty: 17430.988281
Splitting cluster 12 changes total score from -13923716.000000 to -13992261.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -290734.000000 Penalty: 380.965179
	Iteration 0F: 2 clusters Score -290734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -287854.218750 Penalty: 761.930359
	Iteration 0F: 3 clusters Score -287854.2 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -291851.875000 Penalty: 761.930359
	Iteration 1F: 3 clusters Score -291851.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -295256.156250 Penalty: 761.930359
	Iteration 2F: 3 clusters Score -295256.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -297604.687500 Penalty: 761.930359
	Iteration 3F: 3 clusters Score -297604.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -299173.468750 Penalty: 761.930359
	Iteration 4F: 3 clusters Score -299173.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -300078.500000 Penalty: 761.930359
	Iteration 5Q: 3 clusters Score -300078.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -300848.750000 Penalty: 761.930359
	Iteration 6Q: 3 clusters Score -300848.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -301420.250000 Penalty: 761.930359
	Iteration 7Q: 3 clusters Score -301420.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -301696.531250 Penalty: 761.930359
	Iteration 8Q: 3 clusters Score -301696.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -301794.406250 Penalty: 761.930359
	Iteration 9Q: 3 clusters Score -301794.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -301829.218750 Penalty: 761.930359
	Iteration 10Q: 3 clusters Score -301829.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -301855.468750 Penalty: 761.930359
	Iteration 11Q: 3 clusters Score -301855.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -301869.500000 Penalty: 761.930359
	Iteration 12Q: 3 clusters Score -301869.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -301871.468750 Penalty: 761.930359
	Iteration 13Q: 3 clusters Score -301871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -301871.781250 Penalty: 761.930359
	Iteration 14Q: 3 clusters Score -301871.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -301875.125000 Penalty: 761.930359
	Iteration 15F: 3 clusters Score -301875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -301875.968750 Penalty: 761.930359
	Iteration 16Q: 3 clusters Score -301876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -301875.968750 Penalty: 761.930359
	Iteration 17F: 3 clusters Score -301876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 1743 members 
Mstep: Class 32 contains 1917 members 
Entering Unmasked Estep 
Score: -14003215.000000 Penalty: 17993.277344
Splitting cluster 13 changes total score from -13923716.000000 to -14003215.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9896.239258 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9896.239 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 86 members 
Entering Unmasked Estep 
Score: -9653.566406 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9653.566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9719.861328 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9719.861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9738.191406 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9738.191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9741.114258 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9741.114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9742.956055 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9742.956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9743.843750 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9743.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9744.333984 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9744.334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9745.213867 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9745.214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9746.810547 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9746.811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9751.952148 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -9751.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9756.666992 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -9756.667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9757.512695 Penalty: 469.474030
	Iteration 11Q: 3 clusters Score -9757.513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9758.681641 Penalty: 469.474030
	Iteration 12Q: 3 clusters Score -9758.682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9761.318359 Penalty: 469.474030
	Iteration 13Q: 3 clusters Score -9761.318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9763.176758 Penalty: 469.474030
	Iteration 14Q: 3 clusters Score -9763.177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9763.739258 Penalty: 469.474030
	Iteration 15Q: 3 clusters Score -9763.739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9770.531250 Penalty: 469.474030
	Iteration 16Q: 3 clusters Score -9770.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9770.531250 Penalty: 469.474030
	Iteration 17F: 3 clusters Score -9770.531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -46265.191406 Penalty: 302.997894
	Iteration 0F: 2 clusters Score -46265.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45627.792969 Penalty: 605.995789
	Iteration 0F: 3 clusters Score -45627.79 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46046.359375 Penalty: 605.995789
	Iteration 1F: 3 clusters Score -46046.36 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -46235.199219 Penalty: 605.995789
	Iteration 2F: 3 clusters Score -46235.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46295.125000 Penalty: 605.995789
	Iteration 3F: 3 clusters Score -46295.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46319.277344 Penalty: 605.995789
	Iteration 4Q: 3 clusters Score -46319.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46327.375000 Penalty: 605.995789
	Iteration 5Q: 3 clusters Score -46327.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46333.921875 Penalty: 605.995789
	Iteration 6Q: 3 clusters Score -46333.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46341.050781 Penalty: 605.995789
	Iteration 7Q: 3 clusters Score -46341.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46344.562500 Penalty: 605.995789
	Iteration 8Q: 3 clusters Score -46344.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46345.140625 Penalty: 605.995789
	Iteration 9Q: 3 clusters Score -46345.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46345.601562 Penalty: 605.995789
	Iteration 10Q: 3 clusters Score -46345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46346.015625 Penalty: 605.995789
	Iteration 11Q: 3 clusters Score -46346.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46346.015625 Penalty: 605.995789
	Iteration 12F: 3 clusters Score -46346.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 1743 members 
Mstep: Class 32 contains 1917 members 
Mstep: Class 33 contains 547 members 
Entering Unmasked Estep 
Score: -14003033.000000 Penalty: 18555.568359
Splitting cluster 15 changes total score from -13923716.000000 to -14003033.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -85591.851562 Penalty: 333.711975
	Iteration 0F: 2 clusters Score -85591.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -84627.710938 Penalty: 667.423950
	Iteration 0F: 3 clusters Score -84627.71 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -85674.296875 Penalty: 667.423950
	Iteration 1F: 3 clusters Score -85674.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -86132.445312 Penalty: 667.423950
	Iteration 2F: 3 clusters Score -86132.45 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -86465.539062 Penalty: 667.423950
	Iteration 3F: 3 clusters Score -86465.54 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -86746.453125 Penalty: 667.423950
	Iteration 4F: 3 clusters Score -86746.45 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -87144.703125 Penalty: 667.423950
	Iteration 5F: 3 clusters Score -87144.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -87503.492188 Penalty: 667.423950
	Iteration 6Q: 3 clusters Score -87503.49 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -87731.601562 Penalty: 667.423950
	Iteration 7Q: 3 clusters Score -87731.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -88088.703125 Penalty: 667.423950
	Iteration 8Q: 3 clusters Score -88088.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -88942.804688 Penalty: 667.423950
	Iteration 9Q: 3 clusters Score -88942.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -89058.960938 Penalty: 667.423950
	Iteration 10Q: 3 clusters Score -89058.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -89100.812500 Penalty: 667.423950
	Iteration 11Q: 3 clusters Score -89100.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -89112.531250 Penalty: 667.423950
	Iteration 12Q: 3 clusters Score -89112.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -89122.726562 Penalty: 667.423950
	Iteration 13Q: 3 clusters Score -89122.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89127.062500 Penalty: 667.423950
	Iteration 14Q: 3 clusters Score -89127.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -89128.226562 Penalty: 667.423950
	Iteration 15Q: 3 clusters Score -89128.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -89128.515625 Penalty: 667.423950
	Iteration 16Q: 3 clusters Score -89128.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -89128.578125 Penalty: 667.423950
	Iteration 17Q: 3 clusters Score -89128.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -89130.726562 Penalty: 667.423950
	Iteration 18Q: 3 clusters Score -89130.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -89130.765625 Penalty: 667.423950
	Iteration 19Q: 3 clusters Score -89130.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -89144.093750 Penalty: 667.423950
	Iteration 20F: 3 clusters Score -89144.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -89155.968750 Penalty: 667.423950
	Iteration 21Q: 3 clusters Score -89155.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -89173.468750 Penalty: 667.423950
	Iteration 22Q: 3 clusters Score -89173.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -89188.007812 Penalty: 667.423950
	Iteration 23Q: 3 clusters Score -89188.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -89192.250000 Penalty: 667.423950
	Iteration 24Q: 3 clusters Score -89192.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -89193.789062 Penalty: 667.423950
	Iteration 25Q: 3 clusters Score -89193.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -89195.195312 Penalty: 667.423950
	Iteration 26Q: 3 clusters Score -89195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -89195.257812 Penalty: 667.423950
	Iteration 27Q: 3 clusters Score -89195.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -89195.257812 Penalty: 667.423950
	Iteration 28F: 3 clusters Score -89195.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 209 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 1743 members 
Mstep: Class 32 contains 1917 members 
Mstep: Class 33 contains 547 members 
Mstep: Class 34 contains 777 members 
Entering Unmasked Estep 
Score: -14006396.000000 Penalty: 19117.857422
Splitting cluster 17 changes total score from -13923716.000000 to -14006396.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -10601.915039 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -10601.92 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 111 members 
Entering Unmasked Estep 
Score: -10421.299805 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -10421.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10601.453125 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -10601.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10728.247070 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -10728.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10770.639648 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -10770.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10850.543945 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -10850.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -10912.523438 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -10912.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10914.656250 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -10914.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10914.656250 Penalty: 486.152405
	Iteration 7F: 3 clusters Score -10914.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 1743 members 
Mstep: Class 32 contains 1917 members 
Mstep: Class 33 contains 547 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 46 members 
Entering Unmasked Estep 
Score: -14006388.000000 Penalty: 19680.148438
Splitting cluster 18 changes total score from -13923716.000000 to -14006388.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -59120.886719 Penalty: 325.142303
	Iteration 0F: 2 clusters Score -59120.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -58337.843750 Penalty: 650.284607
	Iteration 0F: 3 clusters Score -58337.84 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -60066.695312 Penalty: 650.284607
	Iteration 1F: 3 clusters Score -60066.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -61590.875000 Penalty: 650.284607
	Iteration 2F: 3 clusters Score -61590.88 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -63608.007812 Penalty: 650.284607
	Iteration 3F: 3 clusters Score -63608.01 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -65876.500000 Penalty: 650.284607
	Iteration 4F: 3 clusters Score -65876.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -68045.882812 Penalty: 650.284607
	Iteration 5Q: 3 clusters Score -68045.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -68337.773438 Penalty: 650.284607
	Iteration 6Q: 3 clusters Score -68337.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -68393.492188 Penalty: 650.284607
	Iteration 7Q: 3 clusters Score -68393.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68400.015625 Penalty: 650.284607
	Iteration 8Q: 3 clusters Score -68400.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68402.046875 Penalty: 650.284607
	Iteration 9Q: 3 clusters Score -68402.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -68402.796875 Penalty: 650.284607
	Iteration 10Q: 3 clusters Score -68402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -68403.757812 Penalty: 650.284607
	Iteration 11Q: 3 clusters Score -68403.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -68404.640625 Penalty: 650.284607
	Iteration 12Q: 3 clusters Score -68404.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -68405.570312 Penalty: 650.284607
	Iteration 13Q: 3 clusters Score -68405.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -68409.218750 Penalty: 650.284607
	Iteration 14Q: 3 clusters Score -68409.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -68409.218750 Penalty: 650.284607
	Iteration 15F: 3 clusters Score -68409.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 1743 members 
Mstep: Class 32 contains 1917 members 
Mstep: Class 33 contains 547 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 46 members 
Mstep: Class 36 contains 834 members 
Entering Unmasked Estep 
Score: -14015421.000000 Penalty: 20242.437500
Splitting cluster 19 changes total score from -13923716.000000 to -14015421.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -52084.886719 Penalty: 320.424042
	Iteration 0F: 2 clusters Score -52084.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -51234.531250 Penalty: 640.848083
	Iteration 0F: 3 clusters Score -51234.53 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -51987.179688 Penalty: 640.848083
	Iteration 1F: 3 clusters Score -51987.18 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -52552.675781 Penalty: 640.848083
	Iteration 2F: 3 clusters Score -52552.68 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -53777.968750 Penalty: 640.848083
	Iteration 3F: 3 clusters Score -53777.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -55042.265625 Penalty: 640.848083
	Iteration 4Q: 3 clusters Score -55042.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -55071.386719 Penalty: 640.848083
	Iteration 5Q: 3 clusters Score -55071.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -55093.710938 Penalty: 640.848083
	Iteration 6Q: 3 clusters Score -55093.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -55103.976562 Penalty: 640.848083
	Iteration 7Q: 3 clusters Score -55103.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -55113.031250 Penalty: 640.848083
	Iteration 8Q: 3 clusters Score -55113.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -55120.648438 Penalty: 640.848083
	Iteration 9Q: 3 clusters Score -55120.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -55121.781250 Penalty: 640.848083
	Iteration 10Q: 3 clusters Score -55121.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -55122.464844 Penalty: 640.848083
	Iteration 11Q: 3 clusters Score -55122.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -55122.464844 Penalty: 640.848083
	Iteration 12F: 3 clusters Score -55122.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 1339 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 1824 members 
Mstep: Class 23 contains 119168 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 3113 members 
Mstep: Class 31 contains 1743 members 
Mstep: Class 32 contains 1917 members 
Mstep: Class 33 contains 547 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 46 members 
Mstep: Class 36 contains 834 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
Score: -14018205.000000 Penalty: 20804.728516
Splitting cluster 20 changes total score from -13923716.000000 to -14018205.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 2525 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 8296 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 16402 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 435 members 
Mstep: Class 20 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14023309.000000 Penalty: 20804.728516
Iteration 39Q: 38 clusters Score -1.402331e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1466 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 18635 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8152 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 27348 members 
Mstep: Class 11 contains 16401 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 438 members 
Mstep: Class 22 contains 1817 members 
Mstep: Class 23 contains 117980 members 
Mstep: Class 24 contains 631 members 
Mstep: Class 25 contains 1206 members 
Mstep: Class 26 contains 1095 members 
Mstep: Class 27 contains 4387 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 3210 members 
Mstep: Class 31 contains 1618 members 
Mstep: Class 32 contains 1903 members 
Mstep: Class 33 contains 523 members 
Mstep: Class 34 contains 779 members 
Mstep: Class 35 contains 51 members 
Mstep: Class 36 contains 926 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14028702.000000 Penalty: 20804.728516
Iteration 40F: 38 clusters Score -1.40287e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 1423 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 18650 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 1086 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 26639 members 
Mstep: Class 11 contains 16418 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 164 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 1828 members 
Mstep: Class 23 contains 118430 members 
Mstep: Class 24 contains 676 members 
Mstep: Class 25 contains 1206 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 4562 members 
Mstep: Class 28 contains 3886 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 3576 members 
Mstep: Class 31 contains 1569 members 
Mstep: Class 32 contains 1954 members 
Mstep: Class 33 contains 524 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 66 members 
Mstep: Class 36 contains 944 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032440.000000 Penalty: 20804.728516
Iteration 41Q: 38 clusters Score -1.403244e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 1404 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 927 members 
Mstep: Class 4 contains 18754 members 
Mstep: Class 5 contains 2825 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 26086 members 
Mstep: Class 11 contains 16497 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 2287 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 165 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 118752 members 
Mstep: Class 24 contains 712 members 
Mstep: Class 25 contains 1208 members 
Mstep: Class 26 contains 1104 members 
Mstep: Class 27 contains 4590 members 
Mstep: Class 28 contains 3780 members 
Mstep: Class 29 contains 1585 members 
Mstep: Class 30 contains 3747 members 
Mstep: Class 31 contains 1489 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 515 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 80 members 
Mstep: Class 36 contains 949 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14034354.000000 Penalty: 20804.728516
Iteration 42Q: 38 clusters Score -1.403435e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1406 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 18874 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 1102 members 
Mstep: Class 8 contains 8051 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 25622 members 
Mstep: Class 11 contains 16609 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 2156 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 169 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 119025 members 
Mstep: Class 24 contains 726 members 
Mstep: Class 25 contains 1212 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 4610 members 
Mstep: Class 28 contains 3667 members 
Mstep: Class 29 contains 1630 members 
Mstep: Class 30 contains 3795 members 
Mstep: Class 31 contains 1447 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 508 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 76 members 
Mstep: Class 36 contains 949 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14035276.000000 Penalty: 20804.728516
Iteration 43Q: 38 clusters Score -1.403528e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 1407 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 18991 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 25262 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 174 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 800 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 119225 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 4598 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 1409 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 71 members 
Mstep: Class 36 contains 949 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14035815.000000 Penalty: 20804.728516
Iteration 44Q: 38 clusters Score -1.403582e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 1407 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 19109 members 
Mstep: Class 5 contains 2889 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 8051 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 24952 members 
Mstep: Class 11 contains 16802 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 174 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 119388 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 1221 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 4591 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 3739 members 
Mstep: Class 31 contains 1379 members 
Mstep: Class 32 contains 2012 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 71 members 
Mstep: Class 36 contains 949 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14036128.000000 Penalty: 20804.728516
Iteration 45Q: 38 clusters Score -1.403613e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 1407 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 671 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 19208 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 8061 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 24708 members 
Mstep: Class 11 contains 16855 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 119512 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 1225 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 4588 members 
Mstep: Class 28 contains 3409 members 
Mstep: Class 29 contains 1711 members 
Mstep: Class 30 contains 3706 members 
Mstep: Class 31 contains 1347 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14036266.000000 Penalty: 20804.728516
Iteration 46Q: 38 clusters Score -1.403627e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1408 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 19307 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 8079 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 24474 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 1176 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 927 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 119632 members 
Mstep: Class 24 contains 768 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 4576 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 1736 members 
Mstep: Class 30 contains 3680 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14036547.000000 Penalty: 20804.728516
Iteration 47Q: 38 clusters Score -1.403655e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 1409 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 4 contains 19392 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 8092 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 24276 members 
Mstep: Class 11 contains 16912 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 954 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 119739 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 1230 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 4568 members 
Mstep: Class 28 contains 3256 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 3663 members 
Mstep: Class 31 contains 1243 members 
Mstep: Class 32 contains 2038 members 
Mstep: Class 33 contains 503 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14036934.000000 Penalty: 20804.728516
Iteration 48Q: 38 clusters Score -1.403693e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 1409 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 19475 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 8120 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 24106 members 
Mstep: Class 11 contains 16933 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 979 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 119825 members 
Mstep: Class 24 contains 772 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 4545 members 
Mstep: Class 28 contains 3212 members 
Mstep: Class 29 contains 1769 members 
Mstep: Class 30 contains 3643 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 2045 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037168.000000 Penalty: 20804.728516
Iteration 49Q: 38 clusters Score -1.403717e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 1409 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 19554 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 8145 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 16943 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 119892 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 3635 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 2054 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 781 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037356.000000 Penalty: 20804.728516
Iteration 50Q: 38 clusters Score -1.403736e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1409 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19616 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 23814 members 
Mstep: Class 11 contains 16952 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 1179 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1011 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 119955 members 
Mstep: Class 24 contains 775 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 1131 members 
Mstep: Class 27 contains 4511 members 
Mstep: Class 28 contains 3163 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 3629 members 
Mstep: Class 31 contains 1111 members 
Mstep: Class 32 contains 2059 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037480.000000 Penalty: 20804.728516
Iteration 51Q: 38 clusters Score -1.403748e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1409 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19677 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1086 members 
Mstep: Class 8 contains 8182 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 23695 members 
Mstep: Class 11 contains 16958 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120013 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1135 members 
Mstep: Class 27 contains 4481 members 
Mstep: Class 28 contains 3135 members 
Mstep: Class 29 contains 1808 members 
Mstep: Class 30 contains 3626 members 
Mstep: Class 31 contains 1074 members 
Mstep: Class 32 contains 2062 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037598.000000 Penalty: 20804.728516
Iteration 52Q: 38 clusters Score -1.40376e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19735 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 8216 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 23590 members 
Mstep: Class 11 contains 16964 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120056 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 4454 members 
Mstep: Class 28 contains 3110 members 
Mstep: Class 29 contains 1813 members 
Mstep: Class 30 contains 3620 members 
Mstep: Class 31 contains 1040 members 
Mstep: Class 32 contains 2069 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037626.000000 Penalty: 20804.728516
Iteration 53Q: 38 clusters Score -1.403763e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19797 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 8245 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 23499 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 764 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1050 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120087 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1148 members 
Mstep: Class 27 contains 4427 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 1814 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 1025 members 
Mstep: Class 32 contains 2072 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037651.000000 Penalty: 20804.728516
Iteration 54Q: 38 clusters Score -1.403765e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19843 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1073 members 
Mstep: Class 8 contains 8263 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 23420 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1063 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120123 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 4409 members 
Mstep: Class 28 contains 3071 members 
Mstep: Class 29 contains 1814 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 1016 members 
Mstep: Class 32 contains 2073 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 779 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037720.000000 Penalty: 20804.728516
Iteration 55Q: 38 clusters Score -1.403772e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19888 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1072 members 
Mstep: Class 8 contains 8281 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 23347 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120159 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1150 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 1814 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 1010 members 
Mstep: Class 32 contains 2077 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037691.000000 Penalty: 20804.728516
Iteration 56Q: 38 clusters Score -1.403769e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19927 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1071 members 
Mstep: Class 8 contains 8299 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 23268 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120202 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 4362 members 
Mstep: Class 28 contains 3050 members 
Mstep: Class 29 contains 1815 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 1005 members 
Mstep: Class 32 contains 2079 members 
Mstep: Class 33 contains 504 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037725.000000 Penalty: 20804.728516
Iteration 57Q: 38 clusters Score -1.403772e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19956 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 8313 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120221 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1152 members 
Mstep: Class 27 contains 4342 members 
Mstep: Class 28 contains 3044 members 
Mstep: Class 29 contains 1815 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 1003 members 
Mstep: Class 32 contains 2080 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037734.000000 Penalty: 20804.728516
Iteration 58Q: 38 clusters Score -1.403773e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 19984 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 23182 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120241 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1154 members 
Mstep: Class 27 contains 4317 members 
Mstep: Class 28 contains 3039 members 
Mstep: Class 29 contains 1812 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 1003 members 
Mstep: Class 32 contains 2081 members 
Mstep: Class 33 contains 505 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037723.000000 Penalty: 20804.728516
Iteration 59Q: 38 clusters Score -1.403772e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1410 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 20011 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 1067 members 
Mstep: Class 8 contains 8342 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 23152 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 2052 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 175 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120249 members 
Mstep: Class 24 contains 780 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1155 members 
Mstep: Class 27 contains 4299 members 
Mstep: Class 28 contains 3036 members 
Mstep: Class 29 contains 1810 members 
Mstep: Class 30 contains 3619 members 
Mstep: Class 31 contains 1003 members 
Mstep: Class 32 contains 2082 members 
Mstep: Class 33 contains 506 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 70 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14043964.000000 Penalty: 20804.728516
Iteration 60F: 38 clusters Score -1.404396e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1164 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 973 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 8350 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 23122 members 
Mstep: Class 11 contains 16965 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 1171 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 187 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 120253 members 
Mstep: Class 24 contains 788 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 1156 members 
Mstep: Class 27 contains 4288 members 
Mstep: Class 28 contains 3035 members 
Mstep: Class 29 contains 1806 members 
Mstep: Class 30 contains 3729 members 
Mstep: Class 31 contains 996 members 
Mstep: Class 32 contains 2086 members 
Mstep: Class 33 contains 508 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 295 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047783.000000 Penalty: 20804.728516
Iteration 61Q: 38 clusters Score -1.404778e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 655 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 20050 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 1087 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 23099 members 
Mstep: Class 11 contains 16991 members 
Mstep: Class 12 contains 2017 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 242 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 120275 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 1233 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 4284 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1801 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 986 members 
Mstep: Class 32 contains 2083 members 
Mstep: Class 33 contains 509 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047955.000000 Penalty: 20804.728516
Iteration 62Q: 38 clusters Score -1.404796e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 653 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 20069 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 23077 members 
Mstep: Class 11 contains 17022 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 1869 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 120284 members 
Mstep: Class 24 contains 797 members 
Mstep: Class 25 contains 1233 members 
Mstep: Class 26 contains 1159 members 
Mstep: Class 27 contains 4278 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1802 members 
Mstep: Class 30 contains 3767 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 2081 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048041.000000 Penalty: 20804.728516
Iteration 63Q: 38 clusters Score -1.404804e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 20089 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 8348 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 17058 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 1834 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1845 members 
Mstep: Class 23 contains 120282 members 
Mstep: Class 24 contains 798 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 1163 members 
Mstep: Class 27 contains 4276 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1801 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 977 members 
Mstep: Class 32 contains 2082 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048020.000000 Penalty: 20804.728516
Iteration 64Q: 38 clusters Score -1.404802e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 20114 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 8348 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 23046 members 
Mstep: Class 11 contains 17087 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1850 members 
Mstep: Class 23 contains 120278 members 
Mstep: Class 24 contains 797 members 
Mstep: Class 25 contains 1235 members 
Mstep: Class 26 contains 1167 members 
Mstep: Class 27 contains 4271 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1803 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2085 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048079.000000 Penalty: 20804.728516
Iteration 65Q: 38 clusters Score -1.404808e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 20139 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1089 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 23032 members 
Mstep: Class 11 contains 17116 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 1851 members 
Mstep: Class 23 contains 120274 members 
Mstep: Class 24 contains 793 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1171 members 
Mstep: Class 27 contains 4268 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1803 members 
Mstep: Class 30 contains 3752 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2085 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048082.000000 Penalty: 20804.728516
Iteration 66Q: 38 clusters Score -1.404808e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 20166 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1086 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 23015 members 
Mstep: Class 11 contains 17134 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1851 members 
Mstep: Class 23 contains 120268 members 
Mstep: Class 24 contains 791 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1174 members 
Mstep: Class 27 contains 4264 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1804 members 
Mstep: Class 30 contains 3744 members 
Mstep: Class 31 contains 976 members 
Mstep: Class 32 contains 2088 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048111.000000 Penalty: 20804.728516
Iteration 67Q: 38 clusters Score -1.404811e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 20190 members 
Mstep: Class 5 contains 2972 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1084 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 22996 members 
Mstep: Class 11 contains 17146 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120269 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1176 members 
Mstep: Class 27 contains 4263 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1803 members 
Mstep: Class 30 contains 3739 members 
Mstep: Class 31 contains 976 members 
Mstep: Class 32 contains 2095 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048157.000000 Penalty: 20804.728516
Iteration 68Q: 38 clusters Score -1.404816e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 20208 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 22971 members 
Mstep: Class 11 contains 17153 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 1736 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1853 members 
Mstep: Class 23 contains 120278 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1183 members 
Mstep: Class 27 contains 4260 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1803 members 
Mstep: Class 30 contains 3740 members 
Mstep: Class 31 contains 976 members 
Mstep: Class 32 contains 2105 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048170.000000 Penalty: 20804.728516
Iteration 69Q: 38 clusters Score -1.404817e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20226 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 22952 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120287 members 
Mstep: Class 24 contains 784 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1186 members 
Mstep: Class 27 contains 4257 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1801 members 
Mstep: Class 30 contains 3733 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2115 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048240.000000 Penalty: 20804.728516
Iteration 70Q: 38 clusters Score -1.404824e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20247 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1070 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 22939 members 
Mstep: Class 11 contains 17172 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 1697 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1158 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120284 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1190 members 
Mstep: Class 27 contains 4253 members 
Mstep: Class 28 contains 3032 members 
Mstep: Class 29 contains 1799 members 
Mstep: Class 30 contains 3732 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2128 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048248.000000 Penalty: 20804.728516
Iteration 71Q: 38 clusters Score -1.404825e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20273 members 
Mstep: Class 5 contains 2991 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1066 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22925 members 
Mstep: Class 11 contains 17180 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1153 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120280 members 
Mstep: Class 24 contains 786 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1194 members 
Mstep: Class 27 contains 4251 members 
Mstep: Class 28 contains 3030 members 
Mstep: Class 29 contains 1799 members 
Mstep: Class 30 contains 3736 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2138 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048289.000000 Penalty: 20804.728516
Iteration 72Q: 38 clusters Score -1.404829e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20301 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8352 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22909 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120267 members 
Mstep: Class 24 contains 786 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4249 members 
Mstep: Class 28 contains 3029 members 
Mstep: Class 29 contains 1799 members 
Mstep: Class 30 contains 3737 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2148 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048343.000000 Penalty: 20804.728516
Iteration 73Q: 38 clusters Score -1.404834e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20320 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22895 members 
Mstep: Class 11 contains 17190 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120261 members 
Mstep: Class 24 contains 783 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4245 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 1799 members 
Mstep: Class 30 contains 3738 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2160 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048367.000000 Penalty: 20804.728516
Iteration 74Q: 38 clusters Score -1.404837e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20337 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8345 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22882 members 
Mstep: Class 11 contains 17196 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 1627 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120256 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4241 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 1799 members 
Mstep: Class 30 contains 3737 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2167 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048391.000000 Penalty: 20804.728516
Iteration 75Q: 38 clusters Score -1.404839e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20356 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8341 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22865 members 
Mstep: Class 11 contains 17202 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 1621 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120253 members 
Mstep: Class 24 contains 790 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4236 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 1799 members 
Mstep: Class 30 contains 3733 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2170 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048387.000000 Penalty: 20804.728516
Iteration 76Q: 38 clusters Score -1.404839e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20372 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22852 members 
Mstep: Class 11 contains 17208 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 1613 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120249 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4229 members 
Mstep: Class 28 contains 3027 members 
Mstep: Class 29 contains 1800 members 
Mstep: Class 30 contains 3729 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2175 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048406.000000 Penalty: 20804.728516
Iteration 77Q: 38 clusters Score -1.404841e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20392 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22839 members 
Mstep: Class 11 contains 17212 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 1612 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120245 members 
Mstep: Class 24 contains 808 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 3025 members 
Mstep: Class 29 contains 1797 members 
Mstep: Class 30 contains 3726 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2173 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14048422.000000 Penalty: 20804.728516
Iteration 78Q: 38 clusters Score -1.404842e+07 nChanged 78
Entering ConstructFrom: 
Score: -14048422.000000 Penalty: 20804.728516
Entering ConstructFrom: 
Trying to split cluster 1 (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: -41209.652344 Penalty: 311.728912
	Iteration 0F: 2 clusters Score -41209.65 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: -40634.945312 Penalty: 623.457825
	Iteration 0F: 3 clusters Score -40634.95 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -42458.351562 Penalty: 623.457825
	Iteration 1F: 3 clusters Score -42458.35 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43082.312500 Penalty: 623.457825
	Iteration 2F: 3 clusters Score -43082.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43344.082031 Penalty: 623.457825
	Iteration 3F: 3 clusters Score -43344.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43476.984375 Penalty: 623.457825
	Iteration 4Q: 3 clusters Score -43476.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43585.792969 Penalty: 623.457825
	Iteration 5Q: 3 clusters Score -43585.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43733.890625 Penalty: 623.457825
	Iteration 6Q: 3 clusters Score -43733.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43755.511719 Penalty: 623.457825
	Iteration 7Q: 3 clusters Score -43755.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43767.894531 Penalty: 623.457825
	Iteration 8Q: 3 clusters Score -43767.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43777.148438 Penalty: 623.457825
	Iteration 9Q: 3 clusters Score -43777.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43782.593750 Penalty: 623.457825
	Iteration 10Q: 3 clusters Score -43782.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43801.902344 Penalty: 623.457825
	Iteration 11Q: 3 clusters Score -43801.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43824.417969 Penalty: 623.457825
	Iteration 12Q: 3 clusters Score -43824.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43834.316406 Penalty: 623.457825
	Iteration 13Q: 3 clusters Score -43834.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43837.652344 Penalty: 623.457825
	Iteration 14Q: 3 clusters Score -43837.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43840.660156 Penalty: 623.457825
	Iteration 15Q: 3 clusters Score -43840.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43843.949219 Penalty: 623.457825
	Iteration 16Q: 3 clusters Score -43843.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43846.269531 Penalty: 623.457825
	Iteration 17Q: 3 clusters Score -43846.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43848.089844 Penalty: 623.457825
	Iteration 18Q: 3 clusters Score -43848.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43851.050781 Penalty: 623.457825
	Iteration 19Q: 3 clusters Score -43851.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43862.371094 Penalty: 623.457825
	Iteration 20F: 3 clusters Score -43862.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43878.863281 Penalty: 623.457825
	Iteration 21Q: 3 clusters Score -43878.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43905.062500 Penalty: 623.457825
	Iteration 22Q: 3 clusters Score -43905.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -43917.230469 Penalty: 623.457825
	Iteration 23Q: 3 clusters Score -43917.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43920.199219 Penalty: 623.457825
	Iteration 24Q: 3 clusters Score -43920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43920.199219 Penalty: 623.457825
	Iteration 25F: 3 clusters Score -43920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Entering Unmasked Estep 
Score: -14050919.000000 Penalty: 21367.017578
Splitting cluster 1 changes total score from -14048422.000000 to -14050919.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 2 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -31742.343750 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -31742.34 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 306 members 
Entering Unmasked Estep 
Score: -31263.705078 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -31263.71 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31982.746094 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -31982.75 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32310.458984 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -32310.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32422.962891 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -32422.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32471.183594 Penalty: 589.544373
	Iteration 4Q: 3 clusters Score -32471.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32502.751953 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -32502.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32518.384766 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -32518.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32531.925781 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -32531.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32549.904297 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -32549.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32564.142578 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -32564.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -32585.074219 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -32585.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32596.906250 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -32596.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32598.656250 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -32598.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -32598.656250 Penalty: 589.544373
	Iteration 13F: 3 clusters Score -32598.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Entering Unmasked Estep 
Score: -14051503.000000 Penalty: 21929.308594
Splitting cluster 2 changes total score from -14048422.000000 to -14051503.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 3 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -44533.660156 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -44533.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -43894.789062 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -43894.79 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45611.691406 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -45611.69 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46469.332031 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -46469.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47037.140625 Penalty: 627.691162
	Iteration 3Q: 3 clusters Score -47037.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47635.464844 Penalty: 627.691162
	Iteration 4Q: 3 clusters Score -47635.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47666.203125 Penalty: 627.691162
	Iteration 5Q: 3 clusters Score -47666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47667.183594 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -47667.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47667.718750 Penalty: 627.691162
	Iteration 7Q: 3 clusters Score -47667.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47668.398438 Penalty: 627.691162
	Iteration 8Q: 3 clusters Score -47668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47668.398438 Penalty: 627.691162
	Iteration 9F: 3 clusters Score -47668.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Entering Unmasked Estep 
Score: -14054387.000000 Penalty: 22491.597656
Splitting cluster 3 changes total score from -14048422.000000 to -14054387.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 4 (20410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Entering Unmasked Estep 
Score: -1314206.125000 Penalty: 451.532013
	Iteration 0F: 2 clusters Score -1314206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1300492.875000 Penalty: 903.064026
	Iteration 0F: 3 clusters Score -1300493 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1306195.125000 Penalty: 903.064026
	Iteration 1F: 3 clusters Score -1306195 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1306567.375000 Penalty: 903.064026
	Iteration 2Q: 3 clusters Score -1306567 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1307075.875000 Penalty: 903.064026
	Iteration 3F: 3 clusters Score -1307076 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1307845.125000 Penalty: 903.064026
	Iteration 4F: 3 clusters Score -1307845 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1309156.625000 Penalty: 903.064026
	Iteration 5F: 3 clusters Score -1309157 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1310797.625000 Penalty: 903.064026
	Iteration 6F: 3 clusters Score -1310798 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1311913.625000 Penalty: 903.064026
	Iteration 7F: 3 clusters Score -1311914 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1312304.250000 Penalty: 903.064026
	Iteration 8Q: 3 clusters Score -1312304 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1312439.875000 Penalty: 903.064026
	Iteration 9Q: 3 clusters Score -1312440 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1312535.625000 Penalty: 903.064026
	Iteration 10Q: 3 clusters Score -1312536 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1312634.375000 Penalty: 903.064026
	Iteration 11Q: 3 clusters Score -1312634 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1312724.125000 Penalty: 903.064026
	Iteration 12Q: 3 clusters Score -1312724 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1312814.375000 Penalty: 903.064026
	Iteration 13Q: 3 clusters Score -1312814 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1312905.125000 Penalty: 903.064026
	Iteration 14Q: 3 clusters Score -1312905 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1312985.125000 Penalty: 903.064026
	Iteration 15Q: 3 clusters Score -1312985 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1313054.750000 Penalty: 903.064026
	Iteration 16Q: 3 clusters Score -1313055 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1313110.000000 Penalty: 903.064026
	Iteration 17Q: 3 clusters Score -1313110 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1313163.250000 Penalty: 903.064026
	Iteration 18Q: 3 clusters Score -1313163 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1313228.500000 Penalty: 903.064026
	Iteration 19Q: 3 clusters Score -1313228 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1313278.000000 Penalty: 903.064026
	Iteration 20F: 3 clusters Score -1313278 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1313331.500000 Penalty: 903.064026
	Iteration 21Q: 3 clusters Score -1313332 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1313390.750000 Penalty: 903.064026
	Iteration 22Q: 3 clusters Score -1313391 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1313452.125000 Penalty: 903.064026
	Iteration 23Q: 3 clusters Score -1313452 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1313503.000000 Penalty: 903.064026
	Iteration 24Q: 3 clusters Score -1313503 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1313547.625000 Penalty: 903.064026
	Iteration 25Q: 3 clusters Score -1313548 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1313584.000000 Penalty: 903.064026
	Iteration 26Q: 3 clusters Score -1313584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1313623.250000 Penalty: 903.064026
	Iteration 27Q: 3 clusters Score -1313623 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1313654.750000 Penalty: 903.064026
	Iteration 28Q: 3 clusters Score -1313655 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1313694.500000 Penalty: 903.064026
	Iteration 29Q: 3 clusters Score -1313694 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1313729.500000 Penalty: 903.064026
	Iteration 30Q: 3 clusters Score -1313730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1313757.000000 Penalty: 903.064026
	Iteration 31Q: 3 clusters Score -1313757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1313784.125000 Penalty: 903.064026
	Iteration 32Q: 3 clusters Score -1313784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -1313808.500000 Penalty: 903.064026
	Iteration 33Q: 3 clusters Score -1313808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1313833.250000 Penalty: 903.064026
	Iteration 34Q: 3 clusters Score -1313833 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1313857.500000 Penalty: 903.064026
	Iteration 35Q: 3 clusters Score -1313858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1313875.375000 Penalty: 903.064026
	Iteration 36Q: 3 clusters Score -1313875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1313887.250000 Penalty: 903.064026
	Iteration 37Q: 3 clusters Score -1313887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -1313901.375000 Penalty: 903.064026
	Iteration 38Q: 3 clusters Score -1313901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1313914.125000 Penalty: 903.064026
	Iteration 39Q: 3 clusters Score -1313914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1313914.750000 Penalty: 903.064026
	Iteration 40F: 3 clusters Score -1313915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -1313920.250000 Penalty: 903.064026
	Iteration 41Q: 3 clusters Score -1313920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1313924.250000 Penalty: 903.064026
	Iteration 42Q: 3 clusters Score -1313924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1313926.875000 Penalty: 903.064026
	Iteration 43Q: 3 clusters Score -1313927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1313929.000000 Penalty: 903.064026
	Iteration 44Q: 3 clusters Score -1313929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1313929.750000 Penalty: 903.064026
	Iteration 45Q: 3 clusters Score -1313930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -1313932.125000 Penalty: 903.064026
	Iteration 46Q: 3 clusters Score -1313932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1313934.875000 Penalty: 903.064026
	Iteration 47Q: 3 clusters Score -1313935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -1313934.875000 Penalty: 903.064026
	Iteration 48Q: 3 clusters Score -1313935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1313936.625000 Penalty: 903.064026
	Iteration 49Q: 3 clusters Score -1313937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -1313938.875000 Penalty: 903.064026
	Iteration 50Q: 3 clusters Score -1313939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1313937.125000 Penalty: 903.064026
	Iteration 51Q: 3 clusters Score -1313937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1313940.125000 Penalty: 903.064026
	Iteration 52Q: 3 clusters Score -1313940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -1313941.750000 Penalty: 903.064026
	Iteration 53Q: 3 clusters Score -1313942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1313941.000000 Penalty: 903.064026
	Iteration 54Q: 3 clusters Score -1313941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -1313943.250000 Penalty: 903.064026
	Iteration 55Q: 3 clusters Score -1313943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -1313943.500000 Penalty: 903.064026
	Iteration 56Q: 3 clusters Score -1313944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1313948.500000 Penalty: 903.064026
	Iteration 57Q: 3 clusters Score -1313948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -1313949.375000 Penalty: 903.064026
	Iteration 58Q: 3 clusters Score -1313949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1313950.250000 Penalty: 903.064026
	Iteration 59Q: 3 clusters Score -1313950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1313950.500000 Penalty: 903.064026
	Iteration 60F: 3 clusters Score -1313950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1313950.750000 Penalty: 903.064026
	Iteration 61Q: 3 clusters Score -1313951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1313951.000000 Penalty: 903.064026
	Iteration 62Q: 3 clusters Score -1313951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -1313952.250000 Penalty: 903.064026
	Iteration 63Q: 3 clusters Score -1313952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1313952.375000 Penalty: 903.064026
	Iteration 64Q: 3 clusters Score -1313952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1313954.500000 Penalty: 903.064026
	Iteration 65Q: 3 clusters Score -1313954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1313952.875000 Penalty: 903.064026
	Iteration 66Q: 3 clusters Score -1313953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1313953.000000 Penalty: 903.064026
	Iteration 67Q: 3 clusters Score -1313953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1313954.625000 Penalty: 903.064026
	Iteration 68Q: 3 clusters Score -1313955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1313961.750000 Penalty: 903.064026
	Iteration 69Q: 3 clusters Score -1313962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1313964.625000 Penalty: 903.064026
	Iteration 70Q: 3 clusters Score -1313965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1313965.500000 Penalty: 903.064026
	Iteration 71Q: 3 clusters Score -1313966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -1313968.875000 Penalty: 903.064026
	Iteration 72Q: 3 clusters Score -1313969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -1313969.875000 Penalty: 903.064026
	Iteration 73Q: 3 clusters Score -1313970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -1313970.250000 Penalty: 903.064026
	Iteration 74Q: 3 clusters Score -1313970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1313970.000000 Penalty: 903.064026
	Iteration 75Q: 3 clusters Score -1313970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1313971.375000 Penalty: 903.064026
	Iteration 76Q: 3 clusters Score -1313971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1313971.375000 Penalty: 903.064026
	Iteration 77F: 3 clusters Score -1313971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -178820.578125 Penalty: 364.922302
	Iteration 0F: 2 clusters Score -178820.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -176691.875000 Penalty: 729.844604
	Iteration 0F: 3 clusters Score -176691.9 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -177494.937500 Penalty: 729.844604
	Iteration 1F: 3 clusters Score -177494.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -177612.125000 Penalty: 729.844604
	Iteration 2F: 3 clusters Score -177612.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -177777.750000 Penalty: 729.844604
	Iteration 3F: 3 clusters Score -177777.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -177962.031250 Penalty: 729.844604
	Iteration 4F: 3 clusters Score -177962 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -178185.484375 Penalty: 729.844604
	Iteration 5F: 3 clusters Score -178185.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -178460.859375 Penalty: 729.844604
	Iteration 6F: 3 clusters Score -178460.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -178726.828125 Penalty: 729.844604
	Iteration 7F: 3 clusters Score -178726.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -178954.906250 Penalty: 729.844604
	Iteration 8F: 3 clusters Score -178954.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -179111.546875 Penalty: 729.844604
	Iteration 9Q: 3 clusters Score -179111.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -179178.671875 Penalty: 729.844604
	Iteration 10Q: 3 clusters Score -179178.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -179217.625000 Penalty: 729.844604
	Iteration 11Q: 3 clusters Score -179217.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -179237.843750 Penalty: 729.844604
	Iteration 12Q: 3 clusters Score -179237.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -179249.875000 Penalty: 729.844604
	Iteration 13Q: 3 clusters Score -179249.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -179257.468750 Penalty: 729.844604
	Iteration 14Q: 3 clusters Score -179257.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -179260.703125 Penalty: 729.844604
	Iteration 15Q: 3 clusters Score -179260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -179261.875000 Penalty: 729.844604
	Iteration 16Q: 3 clusters Score -179261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -179262.906250 Penalty: 729.844604
	Iteration 17Q: 3 clusters Score -179262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -179263.125000 Penalty: 729.844604
	Iteration 18Q: 3 clusters Score -179263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -179263.062500 Penalty: 729.844604
	Iteration 19Q: 3 clusters Score -179263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -179263.484375 Penalty: 729.844604
	Iteration 20F: 3 clusters Score -179263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -179263.390625 Penalty: 729.844604
	Iteration 21Q: 3 clusters Score -179263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -179263.718750 Penalty: 729.844604
	Iteration 22Q: 3 clusters Score -179263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -179263.718750 Penalty: 729.844604
	Iteration 23F: 3 clusters Score -179263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Entering Unmasked Estep 
Score: -14054626.000000 Penalty: 23053.888672
Splitting cluster 5 changes total score from -14048422.000000 to -14054626.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 6 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -56550.406250 Penalty: 317.381317
	Iteration 0F: 2 clusters Score -56550.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -55757.171875 Penalty: 634.762634
	Iteration 0F: 3 clusters Score -55757.17 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -56462.757812 Penalty: 634.762634
	Iteration 1F: 3 clusters Score -56462.76 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56724.089844 Penalty: 634.762634
	Iteration 2F: 3 clusters Score -56724.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56859.796875 Penalty: 634.762634
	Iteration 3F: 3 clusters Score -56859.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57020.347656 Penalty: 634.762634
	Iteration 4F: 3 clusters Score -57020.35 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -57264.847656 Penalty: 634.762634
	Iteration 5F: 3 clusters Score -57264.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -57649.464844 Penalty: 634.762634
	Iteration 6Q: 3 clusters Score -57649.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57773.304688 Penalty: 634.762634
	Iteration 7Q: 3 clusters Score -57773.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57808.273438 Penalty: 634.762634
	Iteration 8Q: 3 clusters Score -57808.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -57819.289062 Penalty: 634.762634
	Iteration 9Q: 3 clusters Score -57819.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57824.824219 Penalty: 634.762634
	Iteration 10Q: 3 clusters Score -57824.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -57828.738281 Penalty: 634.762634
	Iteration 11Q: 3 clusters Score -57828.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -57831.093750 Penalty: 634.762634
	Iteration 12Q: 3 clusters Score -57831.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -57837.042969 Penalty: 634.762634
	Iteration 13Q: 3 clusters Score -57837.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -57839.640625 Penalty: 634.762634
	Iteration 14Q: 3 clusters Score -57839.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -57842.792969 Penalty: 634.762634
	Iteration 15Q: 3 clusters Score -57842.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -57845.136719 Penalty: 634.762634
	Iteration 16Q: 3 clusters Score -57845.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -57846.515625 Penalty: 634.762634
	Iteration 17Q: 3 clusters Score -57846.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -57848.882812 Penalty: 634.762634
	Iteration 18Q: 3 clusters Score -57848.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -57850.156250 Penalty: 634.762634
	Iteration 19Q: 3 clusters Score -57850.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -57850.625000 Penalty: 634.762634
	Iteration 20F: 3 clusters Score -57850.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 1064 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Entering Unmasked Estep 
Score: -14055685.000000 Penalty: 23616.177734
Splitting cluster 6 changes total score from -14048422.000000 to -14055685.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 7 (1064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Entering Unmasked Estep 
Score: -65362.308594 Penalty: 317.125458
	Iteration 0F: 2 clusters Score -65362.31 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 532 members 
Entering Unmasked Estep 
Score: -64536.234375 Penalty: 634.250916
	Iteration 0F: 3 clusters Score -64536.23 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -64853.535156 Penalty: 634.250916
	Iteration 1F: 3 clusters Score -64853.54 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65155.515625 Penalty: 634.250916
	Iteration 2F: 3 clusters Score -65155.52 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -65580.875000 Penalty: 634.250916
	Iteration 3F: 3 clusters Score -65580.88 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -65961.843750 Penalty: 634.250916
	Iteration 4F: 3 clusters Score -65961.84 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66167.343750 Penalty: 634.250916
	Iteration 5F: 3 clusters Score -66167.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66215.195312 Penalty: 634.250916
	Iteration 6Q: 3 clusters Score -66215.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66232.390625 Penalty: 634.250916
	Iteration 7Q: 3 clusters Score -66232.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66235.796875 Penalty: 634.250916
	Iteration 8Q: 3 clusters Score -66235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66236.609375 Penalty: 634.250916
	Iteration 9Q: 3 clusters Score -66236.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66236.726562 Penalty: 634.250916
	Iteration 10Q: 3 clusters Score -66236.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -66236.726562 Penalty: 634.250916
	Iteration 11F: 3 clusters Score -66236.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
Score: -14056311.000000 Penalty: 24178.466797
Splitting cluster 7 changes total score from -14048422.000000 to -14056311.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 8 (8336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Entering Unmasked Estep 
Score: -459184.218750 Penalty: 410.789398
	Iteration 0F: 2 clusters Score -459184.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -453614.968750 Penalty: 821.578796
	Iteration 0F: 3 clusters Score -453615 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -455947.593750 Penalty: 821.578796
	Iteration 1F: 3 clusters Score -455947.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -456292.562500 Penalty: 821.578796
	Iteration 2F: 3 clusters Score -456292.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -456701.625000 Penalty: 821.578796
	Iteration 3F: 3 clusters Score -456701.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -457141.187500 Penalty: 821.578796
	Iteration 4F: 3 clusters Score -457141.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -457638.312500 Penalty: 821.578796
	Iteration 5F: 3 clusters Score -457638.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -458063.187500 Penalty: 821.578796
	Iteration 6F: 3 clusters Score -458063.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -458376.875000 Penalty: 821.578796
	Iteration 7Q: 3 clusters Score -458376.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -458623.625000 Penalty: 821.578796
	Iteration 8Q: 3 clusters Score -458623.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -458765.593750 Penalty: 821.578796
	Iteration 9Q: 3 clusters Score -458765.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -458835.500000 Penalty: 821.578796
	Iteration 10Q: 3 clusters Score -458835.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -458884.218750 Penalty: 821.578796
	Iteration 11Q: 3 clusters Score -458884.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -458920.312500 Penalty: 821.578796
	Iteration 12Q: 3 clusters Score -458920.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -458946.906250 Penalty: 821.578796
	Iteration 13Q: 3 clusters Score -458946.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -458966.562500 Penalty: 821.578796
	Iteration 14Q: 3 clusters Score -458966.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -458979.093750 Penalty: 821.578796
	Iteration 15Q: 3 clusters Score -458979.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -458989.218750 Penalty: 821.578796
	Iteration 16Q: 3 clusters Score -458989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -458993.468750 Penalty: 821.578796
	Iteration 17Q: 3 clusters Score -458993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -458996.062500 Penalty: 821.578796
	Iteration 18Q: 3 clusters Score -458996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -458997.250000 Penalty: 821.578796
	Iteration 19Q: 3 clusters Score -458997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -458997.093750 Penalty: 821.578796
	Iteration 20F: 3 clusters Score -458997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -458997.406250 Penalty: 821.578796
	Iteration 21Q: 3 clusters Score -458997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -458999.812500 Penalty: 821.578796
	Iteration 22Q: 3 clusters Score -458999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -458999.687500 Penalty: 821.578796
	Iteration 23Q: 3 clusters Score -458999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -458999.687500 Penalty: 821.578796
	Iteration 24F: 3 clusters Score -458999.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -152698.500000 Penalty: 356.877258
	Iteration 0F: 2 clusters Score -152698.5 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 1279 members 
Entering Unmasked Estep 
Score: -150914.687500 Penalty: 713.754517
	Iteration 0F: 3 clusters Score -150914.7 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -151501.140625 Penalty: 713.754517
	Iteration 1F: 3 clusters Score -151501.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -151616.031250 Penalty: 713.754517
	Iteration 2F: 3 clusters Score -151616 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -151732.828125 Penalty: 713.754517
	Iteration 3F: 3 clusters Score -151732.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -151862.296875 Penalty: 713.754517
	Iteration 4F: 3 clusters Score -151862.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -152022.687500 Penalty: 713.754517
	Iteration 5F: 3 clusters Score -152022.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -152174.296875 Penalty: 713.754517
	Iteration 6F: 3 clusters Score -152174.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -152281.359375 Penalty: 713.754517
	Iteration 7Q: 3 clusters Score -152281.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -152334.109375 Penalty: 713.754517
	Iteration 8Q: 3 clusters Score -152334.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -152371.906250 Penalty: 713.754517
	Iteration 9Q: 3 clusters Score -152371.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -152408.921875 Penalty: 713.754517
	Iteration 10Q: 3 clusters Score -152408.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -152426.812500 Penalty: 713.754517
	Iteration 11Q: 3 clusters Score -152426.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -152448.203125 Penalty: 713.754517
	Iteration 12Q: 3 clusters Score -152448.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -152483.890625 Penalty: 713.754517
	Iteration 13Q: 3 clusters Score -152483.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -152509.109375 Penalty: 713.754517
	Iteration 14Q: 3 clusters Score -152509.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -152527.281250 Penalty: 713.754517
	Iteration 15Q: 3 clusters Score -152527.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -152530.656250 Penalty: 713.754517
	Iteration 16Q: 3 clusters Score -152530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -152534.203125 Penalty: 713.754517
	Iteration 17Q: 3 clusters Score -152534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -152535.609375 Penalty: 713.754517
	Iteration 18Q: 3 clusters Score -152535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -152536.515625 Penalty: 713.754517
	Iteration 19Q: 3 clusters Score -152536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -152536.906250 Penalty: 713.754517
	Iteration 20F: 3 clusters Score -152536.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Entering Unmasked Estep 
Score: -1358809.250000 Penalty: 456.622345
	Iteration 0F: 2 clusters Score -1358809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1343568.500000 Penalty: 913.244690
	Iteration 0F: 3 clusters Score -1343568 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1350445.125000 Penalty: 913.244690
	Iteration 1F: 3 clusters Score -1350445 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1351160.250000 Penalty: 913.244690
	Iteration 2F: 3 clusters Score -1351160 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1352082.625000 Penalty: 913.244690
	Iteration 3F: 3 clusters Score -1352083 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1353162.375000 Penalty: 913.244690
	Iteration 4F: 3 clusters Score -1353162 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1354255.375000 Penalty: 913.244690
	Iteration 5F: 3 clusters Score -1354255 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1355077.000000 Penalty: 913.244690
	Iteration 6F: 3 clusters Score -1355077 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1355609.375000 Penalty: 913.244690
	Iteration 7Q: 3 clusters Score -1355609 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1355943.750000 Penalty: 913.244690
	Iteration 8Q: 3 clusters Score -1355944 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1356166.250000 Penalty: 913.244690
	Iteration 9Q: 3 clusters Score -1356166 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1356370.625000 Penalty: 913.244690
	Iteration 10Q: 3 clusters Score -1356371 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -1356596.625000 Penalty: 913.244690
	Iteration 11Q: 3 clusters Score -1356597 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -1356866.125000 Penalty: 913.244690
	Iteration 12Q: 3 clusters Score -1356866 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1357123.125000 Penalty: 913.244690
	Iteration 13Q: 3 clusters Score -1357123 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -1357383.250000 Penalty: 913.244690
	Iteration 14Q: 3 clusters Score -1357383 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -1357635.375000 Penalty: 913.244690
	Iteration 15Q: 3 clusters Score -1357635 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -1357881.000000 Penalty: 913.244690
	Iteration 16Q: 3 clusters Score -1357881 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1358099.500000 Penalty: 913.244690
	Iteration 17Q: 3 clusters Score -1358100 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1358258.625000 Penalty: 913.244690
	Iteration 18Q: 3 clusters Score -1358259 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -1358364.125000 Penalty: 913.244690
	Iteration 19Q: 3 clusters Score -1358364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -1358440.125000 Penalty: 913.244690
	Iteration 20F: 3 clusters Score -1358440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -1358494.000000 Penalty: 913.244690
	Iteration 21Q: 3 clusters Score -1358494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -1358527.250000 Penalty: 913.244690
	Iteration 22Q: 3 clusters Score -1358527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -1358545.625000 Penalty: 913.244690
	Iteration 23Q: 3 clusters Score -1358546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -1358564.500000 Penalty: 913.244690
	Iteration 24Q: 3 clusters Score -1358564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -1358579.625000 Penalty: 913.244690
	Iteration 25Q: 3 clusters Score -1358580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -1358595.375000 Penalty: 913.244690
	Iteration 26Q: 3 clusters Score -1358595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -1358610.375000 Penalty: 913.244690
	Iteration 27Q: 3 clusters Score -1358610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -1358619.625000 Penalty: 913.244690
	Iteration 28Q: 3 clusters Score -1358620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1358625.000000 Penalty: 913.244690
	Iteration 29Q: 3 clusters Score -1358625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -1358626.500000 Penalty: 913.244690
	Iteration 30Q: 3 clusters Score -1358626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -1358629.750000 Penalty: 913.244690
	Iteration 31Q: 3 clusters Score -1358630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1358630.375000 Penalty: 913.244690
	Iteration 32Q: 3 clusters Score -1358630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -1358631.250000 Penalty: 913.244690
	Iteration 33Q: 3 clusters Score -1358631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1358630.125000 Penalty: 913.244690
	Iteration 34Q: 3 clusters Score -1358630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1358634.000000 Penalty: 913.244690
	Iteration 35Q: 3 clusters Score -1358634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -1358634.250000 Penalty: 913.244690
	Iteration 36Q: 3 clusters Score -1358634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -1358636.375000 Penalty: 913.244690
	Iteration 37Q: 3 clusters Score -1358636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1358637.750000 Penalty: 913.244690
	Iteration 38Q: 3 clusters Score -1358638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -1358635.875000 Penalty: 913.244690
	Iteration 39Q: 3 clusters Score -1358636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -1358636.125000 Penalty: 913.244690
	Iteration 40F: 3 clusters Score -1358636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Entering Unmasked Estep 
Score: -1454726.375000 Penalty: 443.783264
	Iteration 0F: 2 clusters Score -1454726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1445959.875000 Penalty: 887.566528
	Iteration 0F: 3 clusters Score -1445960 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1450527.875000 Penalty: 887.566528
	Iteration 1F: 3 clusters Score -1450528 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1450779.250000 Penalty: 887.566528
	Iteration 2F: 3 clusters Score -1450779 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1451130.250000 Penalty: 887.566528
	Iteration 3F: 3 clusters Score -1451130 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1451637.875000 Penalty: 887.566528
	Iteration 4F: 3 clusters Score -1451638 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1452443.500000 Penalty: 887.566528
	Iteration 5F: 3 clusters Score -1452444 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1453346.750000 Penalty: 887.566528
	Iteration 6F: 3 clusters Score -1453347 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1453975.125000 Penalty: 887.566528
	Iteration 7F: 3 clusters Score -1453975 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1454253.125000 Penalty: 887.566528
	Iteration 8Q: 3 clusters Score -1454253 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1454345.500000 Penalty: 887.566528
	Iteration 9Q: 3 clusters Score -1454346 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1454366.750000 Penalty: 887.566528
	Iteration 10Q: 3 clusters Score -1454367 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1454387.375000 Penalty: 887.566528
	Iteration 11Q: 3 clusters Score -1454387 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1454406.250000 Penalty: 887.566528
	Iteration 12Q: 3 clusters Score -1454406 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1454428.250000 Penalty: 887.566528
	Iteration 13Q: 3 clusters Score -1454428 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1454441.500000 Penalty: 887.566528
	Iteration 14Q: 3 clusters Score -1454442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1454453.125000 Penalty: 887.566528
	Iteration 15Q: 3 clusters Score -1454453 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1454458.000000 Penalty: 887.566528
	Iteration 16Q: 3 clusters Score -1454458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1454461.250000 Penalty: 887.566528
	Iteration 17Q: 3 clusters Score -1454461 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1454469.500000 Penalty: 887.566528
	Iteration 18Q: 3 clusters Score -1454470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1454472.125000 Penalty: 887.566528
	Iteration 19Q: 3 clusters Score -1454472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1454479.500000 Penalty: 887.566528
	Iteration 20F: 3 clusters Score -1454480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1454486.125000 Penalty: 887.566528
	Iteration 21Q: 3 clusters Score -1454486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1454490.625000 Penalty: 887.566528
	Iteration 22Q: 3 clusters Score -1454491 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1454497.000000 Penalty: 887.566528
	Iteration 23Q: 3 clusters Score -1454497 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1454502.750000 Penalty: 887.566528
	Iteration 24Q: 3 clusters Score -1454503 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1454515.875000 Penalty: 887.566528
	Iteration 25Q: 3 clusters Score -1454516 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1454531.625000 Penalty: 887.566528
	Iteration 26Q: 3 clusters Score -1454532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1454542.875000 Penalty: 887.566528
	Iteration 27Q: 3 clusters Score -1454543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1454557.500000 Penalty: 887.566528
	Iteration 28Q: 3 clusters Score -1454558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1454572.875000 Penalty: 887.566528
	Iteration 29Q: 3 clusters Score -1454573 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1454577.500000 Penalty: 887.566528
	Iteration 30Q: 3 clusters Score -1454578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1454583.625000 Penalty: 887.566528
	Iteration 31Q: 3 clusters Score -1454584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1454593.750000 Penalty: 887.566528
	Iteration 32Q: 3 clusters Score -1454594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1454600.875000 Penalty: 887.566528
	Iteration 33Q: 3 clusters Score -1454601 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1454603.375000 Penalty: 887.566528
	Iteration 34Q: 3 clusters Score -1454603 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1454609.875000 Penalty: 887.566528
	Iteration 35Q: 3 clusters Score -1454610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1454623.750000 Penalty: 887.566528
	Iteration 36Q: 3 clusters Score -1454624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1454622.625000 Penalty: 887.566528
	Iteration 37Q: 3 clusters Score -1454623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1454620.875000 Penalty: 887.566528
	Iteration 38Q: 3 clusters Score -1454621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1454627.750000 Penalty: 887.566528
	Iteration 39Q: 3 clusters Score -1454628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1454630.625000 Penalty: 887.566528
	Iteration 40F: 3 clusters Score -1454631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1454636.250000 Penalty: 887.566528
	Iteration 41Q: 3 clusters Score -1454636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1454636.000000 Penalty: 887.566528
	Iteration 42Q: 3 clusters Score -1454636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1454639.125000 Penalty: 887.566528
	Iteration 43Q: 3 clusters Score -1454639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1454639.500000 Penalty: 887.566528
	Iteration 44Q: 3 clusters Score -1454640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1454637.375000 Penalty: 887.566528
	Iteration 45Q: 3 clusters Score -1454637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1454645.750000 Penalty: 887.566528
	Iteration 46Q: 3 clusters Score -1454646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1454644.875000 Penalty: 887.566528
	Iteration 47Q: 3 clusters Score -1454645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1454649.250000 Penalty: 887.566528
	Iteration 48Q: 3 clusters Score -1454649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1454649.000000 Penalty: 887.566528
	Iteration 49Q: 3 clusters Score -1454649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1454649.000000 Penalty: 887.566528
	Iteration 50Q: 3 clusters Score -1454649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1454653.750000 Penalty: 887.566528
	Iteration 51Q: 3 clusters Score -1454654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1454651.125000 Penalty: 887.566528
	Iteration 52Q: 3 clusters Score -1454651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1454650.875000 Penalty: 887.566528
	Iteration 53Q: 3 clusters Score -1454651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1454646.250000 Penalty: 887.566528
	Iteration 54Q: 3 clusters Score -1454646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1454649.000000 Penalty: 887.566528
	Iteration 55Q: 3 clusters Score -1454649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1454645.875000 Penalty: 887.566528
	Iteration 56Q: 3 clusters Score -1454646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1454646.000000 Penalty: 887.566528
	Iteration 57Q: 3 clusters Score -1454646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1454640.750000 Penalty: 887.566528
	Iteration 58Q: 3 clusters Score -1454641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1454636.875000 Penalty: 887.566528
	Iteration 59Q: 3 clusters Score -1454637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1454638.125000 Penalty: 887.566528
	Iteration 60F: 3 clusters Score -1454638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1454638.625000 Penalty: 887.566528
	Iteration 61Q: 3 clusters Score -1454639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1454638.625000 Penalty: 887.566528
	Iteration 62F: 3 clusters Score -1454639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -115621.101562 Penalty: 345.909271
	Iteration 0F: 2 clusters Score -115621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -114324.523438 Penalty: 691.818542
	Iteration 0F: 3 clusters Score -114324.5 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -116592.812500 Penalty: 691.818542
	Iteration 1F: 3 clusters Score -116592.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -117496.031250 Penalty: 691.818542
	Iteration 2F: 3 clusters Score -117496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -117903.492188 Penalty: 691.818542
	Iteration 3F: 3 clusters Score -117903.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -118213.570312 Penalty: 691.818542
	Iteration 4Q: 3 clusters Score -118213.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -118428.710938 Penalty: 691.818542
	Iteration 5Q: 3 clusters Score -118428.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -118553.109375 Penalty: 691.818542
	Iteration 6Q: 3 clusters Score -118553.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -118623.484375 Penalty: 691.818542
	Iteration 7Q: 3 clusters Score -118623.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -118651.929688 Penalty: 691.818542
	Iteration 8Q: 3 clusters Score -118651.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -118666.953125 Penalty: 691.818542
	Iteration 9Q: 3 clusters Score -118667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -118682.203125 Penalty: 691.818542
	Iteration 10Q: 3 clusters Score -118682.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -118693.851562 Penalty: 691.818542
	Iteration 11Q: 3 clusters Score -118693.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -118701.273438 Penalty: 691.818542
	Iteration 12Q: 3 clusters Score -118701.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -118709.312500 Penalty: 691.818542
	Iteration 13Q: 3 clusters Score -118709.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -118717.070312 Penalty: 691.818542
	Iteration 14Q: 3 clusters Score -118717.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -118724.437500 Penalty: 691.818542
	Iteration 15Q: 3 clusters Score -118724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -118731.062500 Penalty: 691.818542
	Iteration 16Q: 3 clusters Score -118731.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -118736.281250 Penalty: 691.818542
	Iteration 17Q: 3 clusters Score -118736.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -118744.781250 Penalty: 691.818542
	Iteration 18Q: 3 clusters Score -118744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -118748.875000 Penalty: 691.818542
	Iteration 19Q: 3 clusters Score -118748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -118751.148438 Penalty: 691.818542
	Iteration 20F: 3 clusters Score -118751.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -118753.234375 Penalty: 691.818542
	Iteration 21Q: 3 clusters Score -118753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -118754.914062 Penalty: 691.818542
	Iteration 22Q: 3 clusters Score -118754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -118755.726562 Penalty: 691.818542
	Iteration 23Q: 3 clusters Score -118755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -118756.054688 Penalty: 691.818542
	Iteration 24Q: 3 clusters Score -118756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -118756.359375 Penalty: 691.818542
	Iteration 25Q: 3 clusters Score -118756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -118756.460938 Penalty: 691.818542
	Iteration 26Q: 3 clusters Score -118756.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -118756.593750 Penalty: 691.818542
	Iteration 27Q: 3 clusters Score -118756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -118756.593750 Penalty: 691.818542
	Iteration 28F: 3 clusters Score -118756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Entering Unmasked Estep 
Score: -14059216.000000 Penalty: 24740.757812
Splitting cluster 12 changes total score from -14048422.000000 to -14059216.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -115674.296875 Penalty: 335.971527
	Iteration 0F: 2 clusters Score -115674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -114500.984375 Penalty: 671.943054
	Iteration 0F: 3 clusters Score -114501 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -115214.507812 Penalty: 671.943054
	Iteration 1F: 3 clusters Score -115214.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -115627.398438 Penalty: 671.943054
	Iteration 2F: 3 clusters Score -115627.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -115966.609375 Penalty: 671.943054
	Iteration 3F: 3 clusters Score -115966.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -116130.898438 Penalty: 671.943054
	Iteration 4F: 3 clusters Score -116130.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -116214.312500 Penalty: 671.943054
	Iteration 5Q: 3 clusters Score -116214.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -116249.359375 Penalty: 671.943054
	Iteration 6Q: 3 clusters Score -116249.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -116271.054688 Penalty: 671.943054
	Iteration 7Q: 3 clusters Score -116271.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -116291.640625 Penalty: 671.943054
	Iteration 8Q: 3 clusters Score -116291.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -116312.335938 Penalty: 671.943054
	Iteration 9Q: 3 clusters Score -116312.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -116331.539062 Penalty: 671.943054
	Iteration 10Q: 3 clusters Score -116331.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -116350.414062 Penalty: 671.943054
	Iteration 11Q: 3 clusters Score -116350.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -116383.742188 Penalty: 671.943054
	Iteration 12Q: 3 clusters Score -116383.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -116431.148438 Penalty: 671.943054
	Iteration 13Q: 3 clusters Score -116431.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -116522.242188 Penalty: 671.943054
	Iteration 14Q: 3 clusters Score -116522.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -116675.820312 Penalty: 671.943054
	Iteration 15Q: 3 clusters Score -116675.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -116849.015625 Penalty: 671.943054
	Iteration 16Q: 3 clusters Score -116849 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -117097.398438 Penalty: 671.943054
	Iteration 17Q: 3 clusters Score -117097.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -117557.585938 Penalty: 671.943054
	Iteration 18F: 3 clusters Score -117557.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -117771.210938 Penalty: 671.943054
	Iteration 19F: 3 clusters Score -117771.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -117861.476562 Penalty: 671.943054
	Iteration 20F: 3 clusters Score -117861.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -117900.546875 Penalty: 671.943054
	Iteration 21Q: 3 clusters Score -117900.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -117918.687500 Penalty: 671.943054
	Iteration 22Q: 3 clusters Score -117918.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -117931.195312 Penalty: 671.943054
	Iteration 23Q: 3 clusters Score -117931.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -117953.296875 Penalty: 671.943054
	Iteration 24Q: 3 clusters Score -117953.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -117971.789062 Penalty: 671.943054
	Iteration 25Q: 3 clusters Score -117971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -117985.632812 Penalty: 671.943054
	Iteration 26Q: 3 clusters Score -117985.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -118003.515625 Penalty: 671.943054
	Iteration 27Q: 3 clusters Score -118003.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118027.351562 Penalty: 671.943054
	Iteration 28Q: 3 clusters Score -118027.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118051.265625 Penalty: 671.943054
	Iteration 29Q: 3 clusters Score -118051.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118062.062500 Penalty: 671.943054
	Iteration 30Q: 3 clusters Score -118062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118068.453125 Penalty: 671.943054
	Iteration 31Q: 3 clusters Score -118068.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118071.523438 Penalty: 671.943054
	Iteration 32Q: 3 clusters Score -118071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118073.250000 Penalty: 671.943054
	Iteration 33Q: 3 clusters Score -118073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -118074.593750 Penalty: 671.943054
	Iteration 34Q: 3 clusters Score -118074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118077.367188 Penalty: 671.943054
	Iteration 35Q: 3 clusters Score -118077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118080.796875 Penalty: 671.943054
	Iteration 36Q: 3 clusters Score -118080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118083.242188 Penalty: 671.943054
	Iteration 37Q: 3 clusters Score -118083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118084.320312 Penalty: 671.943054
	Iteration 38Q: 3 clusters Score -118084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118085.695312 Penalty: 671.943054
	Iteration 39Q: 3 clusters Score -118085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118086.984375 Penalty: 671.943054
	Iteration 40F: 3 clusters Score -118087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118089.007812 Penalty: 671.943054
	Iteration 41Q: 3 clusters Score -118089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118091.468750 Penalty: 671.943054
	Iteration 42Q: 3 clusters Score -118091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118094.812500 Penalty: 671.943054
	Iteration 43Q: 3 clusters Score -118094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118101.351562 Penalty: 671.943054
	Iteration 44Q: 3 clusters Score -118101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118113.195312 Penalty: 671.943054
	Iteration 45Q: 3 clusters Score -118113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118118.507812 Penalty: 671.943054
	Iteration 46Q: 3 clusters Score -118118.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118120.523438 Penalty: 671.943054
	Iteration 47Q: 3 clusters Score -118120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118120.523438 Penalty: 671.943054
	Iteration 48F: 3 clusters Score -118120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Entering Unmasked Estep 
Score: -14061432.000000 Penalty: 25303.046875
Splitting cluster 13 changes total score from -14048422.000000 to -14061432.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 14 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9896.239258 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9896.239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9649.783203 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9649.783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9728.336914 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9728.337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9746.346680 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9746.347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9752.575195 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9752.575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9765.245117 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9765.245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -9773.256836 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9773.257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -9774.805664 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9774.806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -9776.028320 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9776.028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -9777.010742 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9777.011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -9777.010742 Penalty: 469.474030
	Iteration 9F: 3 clusters Score -9777.011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -13535.194336 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -13535.19 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 109 members 
Entering Unmasked Estep 
Score: -13238.079102 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -13238.08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13343.330078 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -13343.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13369.612305 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -13369.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13378.009766 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -13378.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13380.167969 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -13380.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13382.478516 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -13382.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13383.194336 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -13383.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13383.194336 Penalty: 498.738159
	Iteration 7F: 3 clusters Score -13383.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -41645.425781 Penalty: 320.424042
	Iteration 0F: 2 clusters Score -41645.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -40824.316406 Penalty: 640.848083
	Iteration 0F: 3 clusters Score -40824.32 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -41768.054688 Penalty: 640.848083
	Iteration 1F: 3 clusters Score -41768.05 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -42302.210938 Penalty: 640.848083
	Iteration 2F: 3 clusters Score -42302.21 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -42616.476562 Penalty: 640.848083
	Iteration 3F: 3 clusters Score -42616.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42697.445312 Penalty: 640.848083
	Iteration 4Q: 3 clusters Score -42697.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -42726.371094 Penalty: 640.848083
	Iteration 5Q: 3 clusters Score -42726.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42745.753906 Penalty: 640.848083
	Iteration 6Q: 3 clusters Score -42745.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -42765.640625 Penalty: 640.848083
	Iteration 7Q: 3 clusters Score -42765.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -42771.531250 Penalty: 640.848083
	Iteration 8Q: 3 clusters Score -42771.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -42780.718750 Penalty: 640.848083
	Iteration 9Q: 3 clusters Score -42780.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -42786.152344 Penalty: 640.848083
	Iteration 10Q: 3 clusters Score -42786.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42792.824219 Penalty: 640.848083
	Iteration 11Q: 3 clusters Score -42792.82 nChanged 5
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: -42796.679688 Penalty: 640.848083
	Iteration 12Q: 3 clusters Score -42796.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42801.539062 Penalty: 640.848083
	Iteration 13Q: 3 clusters Score -42801.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -42804.406250 Penalty: 640.848083
	Iteration 14Q: 3 clusters Score -42804.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42806.136719 Penalty: 640.848083
	Iteration 15Q: 3 clusters Score -42806.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42806.355469 Penalty: 640.848083
	Iteration 16Q: 3 clusters Score -42806.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42806.355469 Penalty: 640.848083
	Iteration 17F: 3 clusters Score -42806.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Entering Unmasked Estep 
Score: -14062356.000000 Penalty: 25865.337891
Splitting cluster 16 changes total score from -14048422.000000 to -14062356.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 17 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -45637.003906 Penalty: 301.636017
	Iteration 0F: 2 clusters Score -45637 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 390 members 
Entering Unmasked Estep 
Score: -45013.312500 Penalty: 603.272034
	Iteration 0F: 3 clusters Score -45013.31 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -45291.500000 Penalty: 603.272034
	Iteration 1F: 3 clusters Score -45291.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -45453.648438 Penalty: 603.272034
	Iteration 2F: 3 clusters Score -45453.65 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45605.496094 Penalty: 603.272034
	Iteration 3F: 3 clusters Score -45605.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -45795.492188 Penalty: 603.272034
	Iteration 4F: 3 clusters Score -45795.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -45875.589844 Penalty: 603.272034
	Iteration 5F: 3 clusters Score -45875.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45928.953125 Penalty: 603.272034
	Iteration 6F: 3 clusters Score -45928.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45973.085938 Penalty: 603.272034
	Iteration 7Q: 3 clusters Score -45973.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46003.343750 Penalty: 603.272034
	Iteration 8Q: 3 clusters Score -46003.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46039.847656 Penalty: 603.272034
	Iteration 9Q: 3 clusters Score -46039.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46065.914062 Penalty: 603.272034
	Iteration 10Q: 3 clusters Score -46065.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46091.304688 Penalty: 603.272034
	Iteration 11Q: 3 clusters Score -46091.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46105.238281 Penalty: 603.272034
	Iteration 12Q: 3 clusters Score -46105.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46134.070312 Penalty: 603.272034
	Iteration 13Q: 3 clusters Score -46134.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46145.777344 Penalty: 603.272034
	Iteration 14Q: 3 clusters Score -46145.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46152.218750 Penalty: 603.272034
	Iteration 15Q: 3 clusters Score -46152.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46153.574219 Penalty: 603.272034
	Iteration 16Q: 3 clusters Score -46153.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46154.054688 Penalty: 603.272034
	Iteration 17Q: 3 clusters Score -46154.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46154.375000 Penalty: 603.272034
	Iteration 18Q: 3 clusters Score -46154.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46155.105469 Penalty: 603.272034
	Iteration 19Q: 3 clusters Score -46155.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46155.105469 Penalty: 603.272034
	Iteration 20F: 3 clusters Score -46155.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Entering Unmasked Estep 
Score: -14062623.000000 Penalty: 26427.626953
Splitting cluster 17 changes total score from -14048422.000000 to -14062623.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 18 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -10728.651367 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -10728.65 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 98 members 
Entering Unmasked Estep 
Score: -10444.993164 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -10444.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10500.652344 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -10500.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10535.728516 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -10535.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10562.583984 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -10562.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10571.897461 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -10571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10574.123047 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -10574.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10575.599609 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -10575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10581.991211 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -10581.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10584.851562 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -10584.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10585.582031 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -10585.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10587.712891 Penalty: 476.998962
	Iteration 10Q: 3 clusters Score -10587.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10587.712891 Penalty: 476.998962
	Iteration 11F: 3 clusters Score -10587.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -18226.689453 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -18226.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -17851.652344 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -17851.65 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -18262.832031 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -18262.83 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18418.025391 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -18418.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -18534.640625 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -18534.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18559.208984 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -18559.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18570.332031 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -18570.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -18577.603516 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -18577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -18582.773438 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -18582.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18586.275391 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -18586.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -18587.351562 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -18587.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18589.439453 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -18589.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18595.078125 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -18595.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -18607.125000 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -18607.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18628.048828 Penalty: 557.346191
	Iteration 13Q: 3 clusters Score -18628.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18649.615234 Penalty: 557.346191
	Iteration 14Q: 3 clusters Score -18649.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18683.613281 Penalty: 557.346191
	Iteration 15Q: 3 clusters Score -18683.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18756.187500 Penalty: 557.346191
	Iteration 16F: 3 clusters Score -18756.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18970.009766 Penalty: 557.346191
	Iteration 17F: 3 clusters Score -18970.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19279.201172 Penalty: 557.346191
	Iteration 18Q: 3 clusters Score -19279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19322.078125 Penalty: 557.346191
	Iteration 19Q: 3 clusters Score -19322.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19324.373047 Penalty: 557.346191
	Iteration 20F: 3 clusters Score -19324.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Entering Unmasked Estep 
Score: -14063442.000000 Penalty: 26989.917969
Splitting cluster 19 changes total score from -14048422.000000 to -14063442.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -9065.646484 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9065.646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8799.815430 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -8799.815 nChanged 66
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: -9008.365234 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9008.365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9184.638672 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9184.639 nChanged 15
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: -9296.594727 Penalty: 479.842987
	Iteration 3F: 3 clusters Score -9296.595 nChanged 6
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: -9498.983398 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9498.983 nChanged 3
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: -9516.729492 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9516.729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9559.131836 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9559.132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9632.417969 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -9632.418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9791.704102 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -9791.704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9791.704102 Penalty: 479.842987
	Iteration 9F: 3 clusters Score -9791.704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Entering Unmasked Estep 
Score: -14063841.000000 Penalty: 27552.207031
Splitting cluster 20 changes total score from -14048422.000000 to -14063841.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 21 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -54506.738281 Penalty: 317.296204
	Iteration 0F: 2 clusters Score -54506.74 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 520 members 
Entering Unmasked Estep 
Score: -53885.683594 Penalty: 634.592407
	Iteration 0F: 3 clusters Score -53885.68 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55618.117188 Penalty: 634.592407
	Iteration 1F: 3 clusters Score -55618.12 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55898.656250 Penalty: 634.592407
	Iteration 2F: 3 clusters Score -55898.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55929.449219 Penalty: 634.592407
	Iteration 3Q: 3 clusters Score -55929.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55942.210938 Penalty: 634.592407
	Iteration 4Q: 3 clusters Score -55942.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55948.343750 Penalty: 634.592407
	Iteration 5Q: 3 clusters Score -55948.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55948.804688 Penalty: 634.592407
	Iteration 6Q: 3 clusters Score -55948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55948.964844 Penalty: 634.592407
	Iteration 7Q: 3 clusters Score -55948.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55948.964844 Penalty: 634.592407
	Iteration 8F: 3 clusters Score -55948.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 1854 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Entering Unmasked Estep 
Score: -14065051.000000 Penalty: 28114.498047
Splitting cluster 21 changes total score from -14048422.000000 to -14065051.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 22 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -96951.718750 Penalty: 342.392090
	Iteration 0F: 2 clusters Score -96951.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -95641.046875 Penalty: 684.784180
	Iteration 0F: 3 clusters Score -95641.05 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -96336.023438 Penalty: 684.784180
	Iteration 1F: 3 clusters Score -96336.02 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -96634.398438 Penalty: 684.784180
	Iteration 2F: 3 clusters Score -96634.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -96951.078125 Penalty: 684.784180
	Iteration 3F: 3 clusters Score -96951.08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -97188.273438 Penalty: 684.784180
	Iteration 4F: 3 clusters Score -97188.27 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -97319.820312 Penalty: 684.784180
	Iteration 5F: 3 clusters Score -97319.82 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -97428.187500 Penalty: 684.784180
	Iteration 6F: 3 clusters Score -97428.19 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -97506.132812 Penalty: 684.784180
	Iteration 7Q: 3 clusters Score -97506.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -97569.617188 Penalty: 684.784180
	Iteration 8Q: 3 clusters Score -97569.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -97583.210938 Penalty: 684.784180
	Iteration 9Q: 3 clusters Score -97583.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -97589.781250 Penalty: 684.784180
	Iteration 10Q: 3 clusters Score -97589.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -97594.656250 Penalty: 684.784180
	Iteration 11Q: 3 clusters Score -97594.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -97595.851562 Penalty: 684.784180
	Iteration 12Q: 3 clusters Score -97595.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -97596.320312 Penalty: 684.784180
	Iteration 13Q: 3 clusters Score -97596.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -97596.320312 Penalty: 684.784180
	Iteration 14F: 3 clusters Score -97596.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Entering Unmasked Estep 
Score: -14065455.000000 Penalty: 28676.787109
Splitting cluster 22 changes total score from -14048422.000000 to -14065455.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 23 (120244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120244 members 
Entering Unmasked Estep 
Score: -7443375.000000 Penalty: 532.226135
	Iteration 0F: 2 clusters Score -7443375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -7368888.500000 Penalty: 1064.452271
	Iteration 0F: 3 clusters Score -7368888 nChanged 58967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -7405983.000000 Penalty: 1064.452271
	Iteration 1F: 3 clusters Score -7405983 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -7408803.000000 Penalty: 1064.452271
	Iteration 2F: 3 clusters Score -7408803 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -7412506.500000 Penalty: 1064.452271
	Iteration 3F: 3 clusters Score -7412506 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -7417135.500000 Penalty: 1064.452271
	Iteration 4F: 3 clusters Score -7417136 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -7422113.000000 Penalty: 1064.452271
	Iteration 5F: 3 clusters Score -7422113 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -7426248.500000 Penalty: 1064.452271
	Iteration 6F: 3 clusters Score -7426248 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -7428454.500000 Penalty: 1064.452271
	Iteration 7Q: 3 clusters Score -7428454 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -7429356.000000 Penalty: 1064.452271
	Iteration 8Q: 3 clusters Score -7429356 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -7429850.500000 Penalty: 1064.452271
	Iteration 9Q: 3 clusters Score -7429850 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -7430211.000000 Penalty: 1064.452271
	Iteration 10Q: 3 clusters Score -7430211 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -7430399.500000 Penalty: 1064.452271
	Iteration 11Q: 3 clusters Score -7430400 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -7430679.500000 Penalty: 1064.452271
	Iteration 12Q: 3 clusters Score -7430680 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -7430922.000000 Penalty: 1064.452271
	Iteration 13Q: 3 clusters Score -7430922 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -7431233.500000 Penalty: 1064.452271
	Iteration 14Q: 3 clusters Score -7431234 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -7431522.000000 Penalty: 1064.452271
	Iteration 15Q: 3 clusters Score -7431522 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -7431777.500000 Penalty: 1064.452271
	Iteration 16Q: 3 clusters Score -7431778 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -7432104.000000 Penalty: 1064.452271
	Iteration 17Q: 3 clusters Score -7432104 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -7432359.000000 Penalty: 1064.452271
	Iteration 18Q: 3 clusters Score -7432359 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 70375 members 
Entering Unmasked Estep 
Score: -7432680.000000 Penalty: 1064.452271
	Iteration 19Q: 3 clusters Score -7432680 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -7432954.500000 Penalty: 1064.452271
	Iteration 20F: 3 clusters Score -7432954 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -7433202.000000 Penalty: 1064.452271
	Iteration 21Q: 3 clusters Score -7433202 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -7433475.000000 Penalty: 1064.452271
	Iteration 22Q: 3 clusters Score -7433475 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -7433660.500000 Penalty: 1064.452271
	Iteration 23Q: 3 clusters Score -7433660 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -7433870.500000 Penalty: 1064.452271
	Iteration 24Q: 3 clusters Score -7433870 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -7434096.500000 Penalty: 1064.452271
	Iteration 25Q: 3 clusters Score -7434096 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -7434233.000000 Penalty: 1064.452271
	Iteration 26Q: 3 clusters Score -7434233 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -7434343.500000 Penalty: 1064.452271
	Iteration 27Q: 3 clusters Score -7434344 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -7434470.000000 Penalty: 1064.452271
	Iteration 28Q: 3 clusters Score -7434470 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -7434556.500000 Penalty: 1064.452271
	Iteration 29Q: 3 clusters Score -7434556 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 73739 members 
Entering Unmasked Estep 
Score: -7434626.500000 Penalty: 1064.452271
	Iteration 30Q: 3 clusters Score -7434626 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -7434676.500000 Penalty: 1064.452271
	Iteration 31Q: 3 clusters Score -7434676 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -7434753.000000 Penalty: 1064.452271
	Iteration 32Q: 3 clusters Score -7434753 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -7434761.500000 Penalty: 1064.452271
	Iteration 33Q: 3 clusters Score -7434762 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -7434795.500000 Penalty: 1064.452271
	Iteration 34Q: 3 clusters Score -7434796 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -7434846.500000 Penalty: 1064.452271
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Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7434968 nChanged 470
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Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 76094 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7435014 nChanged 454
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Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7435068 nChanged 442
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Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7435058 nChanged 442
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Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 78024 members 
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Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 79402 members 
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	Iteration 46Q: 3 clusters Score -7435253 nChanged 503
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Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 79885 members 
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Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 80417 members 
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Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7435588 nChanged 712
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Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 82363 members 
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Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 84067 members 
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	Iteration 53Q: 3 clusters Score -7435910 nChanged 961
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Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 85026 members 
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Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 86059 members 
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	Iteration 55Q: 3 clusters Score -7436160 nChanged 1126
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Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 87169 members 
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	Iteration 56Q: 3 clusters Score -7436378 nChanged 1190
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Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 88335 members 
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Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 89586 members 
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	Iteration 58Q: 3 clusters Score -7436810 nChanged 1390
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Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 90940 members 
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	Iteration 60F: 3 clusters Score -7437343 nChanged 1541
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Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 93801 members 
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Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 95295 members 
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Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 96720 members 
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	Iteration 63Q: 3 clusters Score -7438212 nChanged 1452
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	Iteration 64Q: 3 clusters Score -7438260 nChanged 1383
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Mstep: Class 1 contains 20863 members 
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Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 100689 members 
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Mstep: Class 1 contains 13728 members 
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Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 107525 members 
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	Iteration 72Q: 3 clusters Score -7439513 nChanged 946
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 108459 members 
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	Iteration 73Q: 3 clusters Score -7439629 nChanged 887
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Mstep: Class 1 contains 10057 members 
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Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 111698 members 
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Mstep: Class 2 contains 112362 members 
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Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 113492 members 
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Mstep: Class 1 contains 5291 members 
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Mstep: Class 1 contains 4899 members 
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	Iteration 84Q: 3 clusters Score -7441218 nChanged 399
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Mstep: Class 1 contains 4502 members 
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Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 116111 members 
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	Iteration 86Q: 3 clusters Score -7441512 nChanged 382
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Mstep: Class 1 contains 3751 members 
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	Iteration 89Q: 3 clusters Score -7441913 nChanged 270
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Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 117425 members 
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Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 117671 members 
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Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 117874 members 
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Mstep: Class 1 contains 2180 members 
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Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 118237 members 
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Mstep: Class 1 contains 1854 members 
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	Iteration 95Q: 3 clusters Score -7442454 nChanged 146
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Mstep: Class 1 contains 1710 members 
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	Iteration 96Q: 3 clusters Score -7442496 nChanged 117
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Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 118649 members 
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	Iteration 97Q: 3 clusters Score -7442536 nChanged 119
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Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 118766 members 
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	Iteration 98Q: 3 clusters Score -7442572 nChanged 95
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Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 118861 members 
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	Iteration 99Q: 3 clusters Score -7442616 nChanged 73
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Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 118934 members 
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	Iteration 100F: 3 clusters Score -7442646 nChanged 57
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Mstep: Class 1 contains 1255 members 
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	Iteration 101Q: 3 clusters Score -7442668 nChanged 59
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Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 119044 members 
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	Iteration 102Q: 3 clusters Score -7442674 nChanged 64
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Mstep: Class 1 contains 1136 members 
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	Iteration 103Q: 3 clusters Score -7442705 nChanged 56
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Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 119164 members 
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	Iteration 104Q: 3 clusters Score -7442708 nChanged 42
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	Iteration 105Q: 3 clusters Score -7442722 nChanged 33
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Mstep: Class 1 contains 1013 members 
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	Iteration 106Q: 3 clusters Score -7442714 nChanged 32
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Mstep: Class 2 contains 119259 members 
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	Iteration 107Q: 3 clusters Score -7442725 nChanged 29
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Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 119286 members 
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	Iteration 108Q: 3 clusters Score -7442736 nChanged 22
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Mstep: Class 1 contains 938 members 
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	Iteration 109Q: 3 clusters Score -7442742 nChanged 28
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7442750 nChanged 26
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	Iteration 111Q: 3 clusters Score -7442764 nChanged 20
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7442786 nChanged 23
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	Iteration 113Q: 3 clusters Score -7442812 nChanged 23
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	Iteration 114Q: 3 clusters Score -7442826 nChanged 16
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	Iteration 115Q: 3 clusters Score -7442829 nChanged 9
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	Iteration 116Q: 3 clusters Score -7442834 nChanged 8
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	Iteration 117Q: 3 clusters Score -7442835 nChanged 6
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	Iteration 118Q: 3 clusters Score -7442848 nChanged 7
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	Iteration 119Q: 3 clusters Score -7442858 nChanged 8
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Mstep: Class 2 contains 119464 members 
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	Iteration 120F: 3 clusters Score -7442861 nChanged 7
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Mstep: Class 2 contains 119471 members 
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	Iteration 121Q: 3 clusters Score -7442858 nChanged 10
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Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 119479 members 
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	Iteration 122Q: 3 clusters Score -7442846 nChanged 7
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7442856 nChanged 7
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	Iteration 124Q: 3 clusters Score -7442850 nChanged 10
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7442851 nChanged 8
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Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7442860 nChanged 5
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	Iteration 127Q: 3 clusters Score -7442854 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -7442857.500000 Penalty: 1064.452271
	Iteration 128Q: 3 clusters Score -7442858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -7442859.000000 Penalty: 1064.452271
	Iteration 129Q: 3 clusters Score -7442859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
Score: -7442859.500000 Penalty: 1064.452271
	Iteration 130Q: 3 clusters Score -7442860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 119532 members 
Entering Unmasked Estep 
Score: -7442864.500000 Penalty: 1064.452271
	Iteration 131Q: 3 clusters Score -7442864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 119537 members 
Entering Unmasked Estep 
Score: -7442858.000000 Penalty: 1064.452271
	Iteration 132Q: 3 clusters Score -7442858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 119543 members 
Entering Unmasked Estep 
Score: -7442861.000000 Penalty: 1064.452271
	Iteration 133Q: 3 clusters Score -7442861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 119545 members 
Entering Unmasked Estep 
Score: -7442864.000000 Penalty: 1064.452271
	Iteration 134Q: 3 clusters Score -7442864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 119546 members 
Entering Unmasked Estep 
Score: -7442866.500000 Penalty: 1064.452271
	Iteration 135Q: 3 clusters Score -7442866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 119548 members 
Entering Unmasked Estep 
Score: -7442865.500000 Penalty: 1064.452271
	Iteration 136Q: 3 clusters Score -7442866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 119549 members 
Entering Unmasked Estep 
Score: -7442868.500000 Penalty: 1064.452271
	Iteration 137Q: 3 clusters Score -7442868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -7442870.000000 Penalty: 1064.452271
	Iteration 138Q: 3 clusters Score -7442870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -7442883.500000 Penalty: 1064.452271
	Iteration 139Q: 3 clusters Score -7442884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -7442882.000000 Penalty: 1064.452271
	Iteration 140F: 3 clusters Score -7442882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 119571 members 
Entering Unmasked Estep 
Score: -7442882.500000 Penalty: 1064.452271
	Iteration 141Q: 3 clusters Score -7442882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 119580 members 
Entering Unmasked Estep 
Score: -7442897.000000 Penalty: 1064.452271
	Iteration 142Q: 3 clusters Score -7442897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 119591 members 
Entering Unmasked Estep 
Score: -7442898.500000 Penalty: 1064.452271
	Iteration 143Q: 3 clusters Score -7442898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 119600 members 
Entering Unmasked Estep 
Score: -7442899.500000 Penalty: 1064.452271
	Iteration 144Q: 3 clusters Score -7442900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 119612 members 
Entering Unmasked Estep 
Score: -7442911.500000 Penalty: 1064.452271
	Iteration 145Q: 3 clusters Score -7442912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 119621 members 
Entering Unmasked Estep 
Score: -7442906.500000 Penalty: 1064.452271
	Iteration 146Q: 3 clusters Score -7442906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -7442910.500000 Penalty: 1064.452271
	Iteration 147Q: 3 clusters Score -7442910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 119630 members 
Entering Unmasked Estep 
Score: -7442923.000000 Penalty: 1064.452271
	Iteration 148Q: 3 clusters Score -7442923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -7442923.500000 Penalty: 1064.452271
	Iteration 149Q: 3 clusters Score -7442924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -7442926.500000 Penalty: 1064.452271
	Iteration 150Q: 3 clusters Score -7442926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 119640 members 
Entering Unmasked Estep 
Score: -7442921.500000 Penalty: 1064.452271
	Iteration 151Q: 3 clusters Score -7442922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 119646 members 
Entering Unmasked Estep 
Score: -7442918.000000 Penalty: 1064.452271
	Iteration 152Q: 3 clusters Score -7442918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 119649 members 
Entering Unmasked Estep 
Score: -7442920.500000 Penalty: 1064.452271
	Iteration 153Q: 3 clusters Score -7442920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 119650 members 
Entering Unmasked Estep 
Score: -7442924.000000 Penalty: 1064.452271
	Iteration 154Q: 3 clusters Score -7442924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 119652 members 
Entering Unmasked Estep 
Score: -7442931.500000 Penalty: 1064.452271
	Iteration 155Q: 3 clusters Score -7442932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 119653 members 
Entering Unmasked Estep 
Score: -7442928.500000 Penalty: 1064.452271
	Iteration 156Q: 3 clusters Score -7442928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 119657 members 
Entering Unmasked Estep 
Score: -7442926.000000 Penalty: 1064.452271
	Iteration 157Q: 3 clusters Score -7442926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 119660 members 
Entering Unmasked Estep 
Score: -7442922.500000 Penalty: 1064.452271
	Iteration 158Q: 3 clusters Score -7442922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 119664 members 
Entering Unmasked Estep 
Score: -7442933.000000 Penalty: 1064.452271
	Iteration 159Q: 3 clusters Score -7442933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -7442933.500000 Penalty: 1064.452271
	Iteration 160F: 3 clusters Score -7442934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 119677 members 
Entering Unmasked Estep 
Score: -7442932.500000 Penalty: 1064.452271
	Iteration 161Q: 3 clusters Score -7442932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 119686 members 
Entering Unmasked Estep 
Score: -7442947.000000 Penalty: 1064.452271
	Iteration 162Q: 3 clusters Score -7442947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 119693 members 
Entering Unmasked Estep 
Score: -7442954.000000 Penalty: 1064.452271
	Iteration 163Q: 3 clusters Score -7442954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -7442954.000000 Penalty: 1064.452271
	Iteration 164Q: 3 clusters Score -7442954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 119706 members 
Entering Unmasked Estep 
Score: -7442943.000000 Penalty: 1064.452271
	Iteration 165Q: 3 clusters Score -7442943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 119710 members 
Entering Unmasked Estep 
Score: -7442948.500000 Penalty: 1064.452271
	Iteration 166Q: 3 clusters Score -7442948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 119716 members 
Entering Unmasked Estep 
Score: -7442942.500000 Penalty: 1064.452271
	Iteration 167Q: 3 clusters Score -7442942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 119720 members 
Entering Unmasked Estep 
Score: -7442946.500000 Penalty: 1064.452271
	Iteration 168Q: 3 clusters Score -7442946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 119723 members 
Entering Unmasked Estep 
Score: -7442947.500000 Penalty: 1064.452271
	Iteration 169Q: 3 clusters Score -7442948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 119726 members 
Entering Unmasked Estep 
Score: -7442949.500000 Penalty: 1064.452271
	Iteration 170Q: 3 clusters Score -7442950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -7442945.000000 Penalty: 1064.452271
	Iteration 171Q: 3 clusters Score -7442945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -7442942.500000 Penalty: 1064.452271
	Iteration 172Q: 3 clusters Score -7442942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 119737 members 
Entering Unmasked Estep 
Score: -7442947.500000 Penalty: 1064.452271
	Iteration 173Q: 3 clusters Score -7442948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -7442958.500000 Penalty: 1064.452271
	Iteration 174Q: 3 clusters Score -7442958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 119749 members 
Entering Unmasked Estep 
Score: -7442952.000000 Penalty: 1064.452271
	Iteration 175Q: 3 clusters Score -7442952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -7442953.500000 Penalty: 1064.452271
	Iteration 176Q: 3 clusters Score -7442954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -7442956.500000 Penalty: 1064.452271
	Iteration 177Q: 3 clusters Score -7442956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -7442949.000000 Penalty: 1064.452271
	Iteration 178Q: 3 clusters Score -7442949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -7442968.500000 Penalty: 1064.452271
	Iteration 179Q: 3 clusters Score -7442968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -7442981.000000 Penalty: 1064.452271
	Iteration 180F: 3 clusters Score -7442981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -7442967.000000 Penalty: 1064.452271
	Iteration 181Q: 3 clusters Score -7442967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119799 members 
Entering Unmasked Estep 
Score: -7442967.000000 Penalty: 1064.452271
	Iteration 182Q: 3 clusters Score -7442967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -7442957.000000 Penalty: 1064.452271
	Iteration 183Q: 3 clusters Score -7442957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 119803 members 
Entering Unmasked Estep 
Score: -7442958.500000 Penalty: 1064.452271
	Iteration 184Q: 3 clusters Score -7442958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 119807 members 
Entering Unmasked Estep 
Score: -7442963.500000 Penalty: 1064.452271
	Iteration 185Q: 3 clusters Score -7442964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -7442964.500000 Penalty: 1064.452271
	Iteration 186Q: 3 clusters Score -7442964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -7442967.500000 Penalty: 1064.452271
	Iteration 187Q: 3 clusters Score -7442968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -7442970.000000 Penalty: 1064.452271
	Iteration 188Q: 3 clusters Score -7442970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -7442974.500000 Penalty: 1064.452271
	Iteration 189Q: 3 clusters Score -7442974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -7442972.000000 Penalty: 1064.452271
	Iteration 190Q: 3 clusters Score -7442972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -7442972.000000 Penalty: 1064.452271
	Iteration 191F: 3 clusters Score -7442972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -40766.152344 Penalty: 305.217834
	Iteration 0F: 2 clusters Score -40766.15 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 414 members 
Entering Unmasked Estep 
Score: -40103.199219 Penalty: 610.435669
	Iteration 0F: 3 clusters Score -40103.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40523.464844 Penalty: 610.435669
	Iteration 1F: 3 clusters Score -40523.46 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40739.851562 Penalty: 610.435669
	Iteration 2F: 3 clusters Score -40739.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40876.480469 Penalty: 610.435669
	Iteration 3F: 3 clusters Score -40876.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40941.875000 Penalty: 610.435669
	Iteration 4F: 3 clusters Score -40941.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40973.621094 Penalty: 610.435669
	Iteration 5Q: 3 clusters Score -40973.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40989.359375 Penalty: 610.435669
	Iteration 6Q: 3 clusters Score -40989.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40997.386719 Penalty: 610.435669
	Iteration 7Q: 3 clusters Score -40997.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41000.937500 Penalty: 610.435669
	Iteration 8Q: 3 clusters Score -41000.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41004.812500 Penalty: 610.435669
	Iteration 9Q: 3 clusters Score -41004.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41010.636719 Penalty: 610.435669
	Iteration 10Q: 3 clusters Score -41010.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41013.335938 Penalty: 610.435669
	Iteration 11Q: 3 clusters Score -41013.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41013.679688 Penalty: 610.435669
	Iteration 12Q: 3 clusters Score -41013.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41013.679688 Penalty: 610.435669
	Iteration 13F: 3 clusters Score -41013.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Entering Unmasked Estep 
Score: -14065466.000000 Penalty: 29239.078125
Splitting cluster 24 changes total score from -14048422.000000 to -14065466.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 25 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -66631.671875 Penalty: 323.943420
	Iteration 0F: 2 clusters Score -66631.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -65748.773438 Penalty: 647.886841
	Iteration 0F: 3 clusters Score -65748.77 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66623.515625 Penalty: 647.886841
	Iteration 1F: 3 clusters Score -66623.52 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66891.601562 Penalty: 647.886841
	Iteration 2F: 3 clusters Score -66891.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67063.687500 Penalty: 647.886841
	Iteration 3F: 3 clusters Score -67063.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67127.250000 Penalty: 647.886841
	Iteration 4Q: 3 clusters Score -67127.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67158.171875 Penalty: 647.886841
	Iteration 5Q: 3 clusters Score -67158.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67177.140625 Penalty: 647.886841
	Iteration 6Q: 3 clusters Score -67177.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67187.500000 Penalty: 647.886841
	Iteration 7Q: 3 clusters Score -67187.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67197.414062 Penalty: 647.886841
	Iteration 8Q: 3 clusters Score -67197.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67204.078125 Penalty: 647.886841
	Iteration 9Q: 3 clusters Score -67204.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67209.304688 Penalty: 647.886841
	Iteration 10Q: 3 clusters Score -67209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67209.593750 Penalty: 647.886841
	Iteration 11Q: 3 clusters Score -67209.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67210.867188 Penalty: 647.886841
	Iteration 12Q: 3 clusters Score -67210.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67212.187500 Penalty: 647.886841
	Iteration 13Q: 3 clusters Score -67212.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67212.562500 Penalty: 647.886841
	Iteration 14Q: 3 clusters Score -67212.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67212.562500 Penalty: 647.886841
	Iteration 15F: 3 clusters Score -67212.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 1196 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Entering Unmasked Estep 
Score: -14065821.000000 Penalty: 29801.367188
Splitting cluster 25 changes total score from -14048422.000000 to -14065821.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 26 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -69396.828125 Penalty: 322.446594
	Iteration 0F: 2 clusters Score -69396.83 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 592 members 
Entering Unmasked Estep 
Score: -68555.445312 Penalty: 644.893188
	Iteration 0F: 3 clusters Score -68555.45 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69376.132812 Penalty: 644.893188
	Iteration 1F: 3 clusters Score -69376.13 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69632.156250 Penalty: 644.893188
	Iteration 2F: 3 clusters Score -69632.16 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69726.921875 Penalty: 644.893188
	Iteration 3F: 3 clusters Score -69726.92 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69781.914062 Penalty: 644.893188
	Iteration 4Q: 3 clusters Score -69781.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -69819.726562 Penalty: 644.893188
	Iteration 5Q: 3 clusters Score -69819.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69836.117188 Penalty: 644.893188
	Iteration 6Q: 3 clusters Score -69836.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69850.078125 Penalty: 644.893188
	Iteration 7Q: 3 clusters Score -69850.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69865.320312 Penalty: 644.893188
	Iteration 8Q: 3 clusters Score -69865.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69883.226562 Penalty: 644.893188
	Iteration 9Q: 3 clusters Score -69883.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69891.398438 Penalty: 644.893188
	Iteration 10Q: 3 clusters Score -69891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69896.531250 Penalty: 644.893188
	Iteration 11Q: 3 clusters Score -69896.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69901.734375 Penalty: 644.893188
	Iteration 12Q: 3 clusters Score -69901.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69906.656250 Penalty: 644.893188
	Iteration 13Q: 3 clusters Score -69906.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69911.757812 Penalty: 644.893188
	Iteration 14Q: 3 clusters Score -69911.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69914.351562 Penalty: 644.893188
	Iteration 15Q: 3 clusters Score -69914.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69915.765625 Penalty: 644.893188
	Iteration 16Q: 3 clusters Score -69915.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69917.609375 Penalty: 644.893188
	Iteration 17Q: 3 clusters Score -69917.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69919.960938 Penalty: 644.893188
	Iteration 18Q: 3 clusters Score -69919.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69925.046875 Penalty: 644.893188
	Iteration 19Q: 3 clusters Score -69925.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69928.554688 Penalty: 644.893188
	Iteration 20F: 3 clusters Score -69928.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69929.453125 Penalty: 644.893188
	Iteration 21Q: 3 clusters Score -69929.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69930.601562 Penalty: 644.893188
	Iteration 22Q: 3 clusters Score -69930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69932.812500 Penalty: 644.893188
	Iteration 23Q: 3 clusters Score -69932.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69934.156250 Penalty: 644.893188
	Iteration 24Q: 3 clusters Score -69934.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69935.851562 Penalty: 644.893188
	Iteration 25Q: 3 clusters Score -69935.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69939.273438 Penalty: 644.893188
	Iteration 26Q: 3 clusters Score -69939.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69941.359375 Penalty: 644.893188
	Iteration 27Q: 3 clusters Score -69941.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69943.625000 Penalty: 644.893188
	Iteration 28Q: 3 clusters Score -69943.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69945.156250 Penalty: 644.893188
	Iteration 29Q: 3 clusters Score -69945.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69945.500000 Penalty: 644.893188
	Iteration 30Q: 3 clusters Score -69945.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69945.929688 Penalty: 644.893188
	Iteration 31Q: 3 clusters Score -69945.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69947.460938 Penalty: 644.893188
	Iteration 32Q: 3 clusters Score -69947.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69949.531250 Penalty: 644.893188
	Iteration 33Q: 3 clusters Score -69949.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69952.757812 Penalty: 644.893188
	Iteration 34Q: 3 clusters Score -69952.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69953.343750 Penalty: 644.893188
	Iteration 35Q: 3 clusters Score -69953.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69954.921875 Penalty: 644.893188
	Iteration 36Q: 3 clusters Score -69954.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69956.304688 Penalty: 644.893188
	Iteration 37Q: 3 clusters Score -69956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69956.742188 Penalty: 644.893188
	Iteration 38Q: 3 clusters Score -69956.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69957.109375 Penalty: 644.893188
	Iteration 39Q: 3 clusters Score -69957.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69957.648438 Penalty: 644.893188
	Iteration 40F: 3 clusters Score -69957.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69959.546875 Penalty: 644.893188
	Iteration 41Q: 3 clusters Score -69959.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69959.843750 Penalty: 644.893188
	Iteration 42Q: 3 clusters Score -69959.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69959.968750 Penalty: 644.893188
	Iteration 43Q: 3 clusters Score -69959.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69959.968750 Penalty: 644.893188
	Iteration 44F: 3 clusters Score -69959.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 4207 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Entering Unmasked Estep 
Score: -14066148.000000 Penalty: 30363.656250
Splitting cluster 26 changes total score from -14048422.000000 to -14066148.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 27 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -249304.000000 Penalty: 379.674988
	Iteration 0F: 2 clusters Score -249304 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 2098 members 
Entering Unmasked Estep 
Score: -246427.109375 Penalty: 759.349976
	Iteration 0F: 3 clusters Score -246427.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -247425.171875 Penalty: 759.349976
	Iteration 1F: 3 clusters Score -247425.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -247605.656250 Penalty: 759.349976
	Iteration 2F: 3 clusters Score -247605.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -247854.484375 Penalty: 759.349976
	Iteration 3F: 3 clusters Score -247854.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -248135.359375 Penalty: 759.349976
	Iteration 4F: 3 clusters Score -248135.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -248425.609375 Penalty: 759.349976
	Iteration 5F: 3 clusters Score -248425.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -248662.843750 Penalty: 759.349976
	Iteration 6F: 3 clusters Score -248662.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -248866.625000 Penalty: 759.349976
	Iteration 7F: 3 clusters Score -248866.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -249055.265625 Penalty: 759.349976
	Iteration 8Q: 3 clusters Score -249055.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -249202.281250 Penalty: 759.349976
	Iteration 9Q: 3 clusters Score -249202.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -249306.578125 Penalty: 759.349976
	Iteration 10Q: 3 clusters Score -249306.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -249350.109375 Penalty: 759.349976
	Iteration 11Q: 3 clusters Score -249350.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -249371.640625 Penalty: 759.349976
	Iteration 12Q: 3 clusters Score -249371.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -249386.140625 Penalty: 759.349976
	Iteration 13Q: 3 clusters Score -249386.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -249392.687500 Penalty: 759.349976
	Iteration 14Q: 3 clusters Score -249392.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -249395.843750 Penalty: 759.349976
	Iteration 15Q: 3 clusters Score -249395.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -249399.125000 Penalty: 759.349976
	Iteration 16Q: 3 clusters Score -249399.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -249401.578125 Penalty: 759.349976
	Iteration 17Q: 3 clusters Score -249401.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -249402.812500 Penalty: 759.349976
	Iteration 18Q: 3 clusters Score -249402.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -249403.906250 Penalty: 759.349976
	Iteration 19Q: 3 clusters Score -249403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -249405.015625 Penalty: 759.349976
	Iteration 20F: 3 clusters Score -249405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -249405.265625 Penalty: 759.349976
	Iteration 21Q: 3 clusters Score -249405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -249405.031250 Penalty: 759.349976
	Iteration 22Q: 3 clusters Score -249405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -249405.031250 Penalty: 759.349976
	Iteration 23F: 3 clusters Score -249405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Entering Unmasked Estep 
Score: -14066071.000000 Penalty: 30925.947266
Splitting cluster 27 changes total score from -14048422.000000 to -14066071.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 28 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -177530.718750 Penalty: 364.637207
	Iteration 0F: 2 clusters Score -177530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -175457.656250 Penalty: 729.274414
	Iteration 0F: 3 clusters Score -175457.7 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -176183.046875 Penalty: 729.274414
	Iteration 1F: 3 clusters Score -176183 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -176347.953125 Penalty: 729.274414
	Iteration 2F: 3 clusters Score -176348 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -176510.421875 Penalty: 729.274414
	Iteration 3F: 3 clusters Score -176510.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -176734.437500 Penalty: 729.274414
	Iteration 4F: 3 clusters Score -176734.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -177199.500000 Penalty: 729.274414
	Iteration 5F: 3 clusters Score -177199.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -178572.171875 Penalty: 729.274414
	Iteration 6F: 3 clusters Score -178572.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -179385.031250 Penalty: 729.274414
	Iteration 7F: 3 clusters Score -179385 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -180099.234375 Penalty: 729.274414
	Iteration 8F: 3 clusters Score -180099.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -180721.421875 Penalty: 729.274414
	Iteration 9F: 3 clusters Score -180721.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -181073.609375 Penalty: 729.274414
	Iteration 10Q: 3 clusters Score -181073.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -181315.062500 Penalty: 729.274414
	Iteration 11Q: 3 clusters Score -181315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -181346.421875 Penalty: 729.274414
	Iteration 12Q: 3 clusters Score -181346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -181346.812500 Penalty: 729.274414
	Iteration 13Q: 3 clusters Score -181346.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -181346.812500 Penalty: 729.274414
	Iteration 14F: 3 clusters Score -181346.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1796 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Entering Unmasked Estep 
Score: -14069668.000000 Penalty: 31488.236328
Splitting cluster 28 changes total score from -14048422.000000 to -14069668.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 29 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -100797.710938 Penalty: 340.945923
	Iteration 0F: 2 clusters Score -100797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -99484.382812 Penalty: 681.891846
	Iteration 0F: 3 clusters Score -99484.38 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -100243.539062 Penalty: 681.891846
	Iteration 1F: 3 clusters Score -100243.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -100520.234375 Penalty: 681.891846
	Iteration 2F: 3 clusters Score -100520.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -100699.421875 Penalty: 681.891846
	Iteration 3F: 3 clusters Score -100699.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -100809.757812 Penalty: 681.891846
	Iteration 4F: 3 clusters Score -100809.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -100872.078125 Penalty: 681.891846
	Iteration 5Q: 3 clusters Score -100872.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -100932.210938 Penalty: 681.891846
	Iteration 6Q: 3 clusters Score -100932.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -100956.828125 Penalty: 681.891846
	Iteration 7Q: 3 clusters Score -100956.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -100964.906250 Penalty: 681.891846
	Iteration 8Q: 3 clusters Score -100964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -100965.406250 Penalty: 681.891846
	Iteration 9Q: 3 clusters Score -100965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -100965.609375 Penalty: 681.891846
	Iteration 10Q: 3 clusters Score -100965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -100965.609375 Penalty: 681.891846
	Iteration 11F: 3 clusters Score -100965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Entering Unmasked Estep 
Score: -14069618.000000 Penalty: 32050.527344
Splitting cluster 29 changes total score from -14048422.000000 to -14069618.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 30 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -293312.593750 Penalty: 374.138397
	Iteration 0F: 2 clusters Score -293312.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -290757.218750 Penalty: 748.276794
	Iteration 0F: 3 clusters Score -290757.2 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -291814.468750 Penalty: 748.276794
	Iteration 1F: 3 clusters Score -291814.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -292407.000000 Penalty: 748.276794
	Iteration 2F: 3 clusters Score -292407 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -293180.187500 Penalty: 748.276794
	Iteration 3F: 3 clusters Score -293180.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -293664.687500 Penalty: 748.276794
	Iteration 4F: 3 clusters Score -293664.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -293857.500000 Penalty: 748.276794
	Iteration 5F: 3 clusters Score -293857.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -293951.343750 Penalty: 748.276794
	Iteration 6Q: 3 clusters Score -293951.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -294037.062500 Penalty: 748.276794
	Iteration 7Q: 3 clusters Score -294037.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -294123.656250 Penalty: 748.276794
	Iteration 8Q: 3 clusters Score -294123.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -294136.812500 Penalty: 748.276794
	Iteration 9Q: 3 clusters Score -294136.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -294143.000000 Penalty: 748.276794
	Iteration 10Q: 3 clusters Score -294143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -294146.375000 Penalty: 748.276794
	Iteration 11Q: 3 clusters Score -294146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -294149.625000 Penalty: 748.276794
	Iteration 12Q: 3 clusters Score -294149.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -294151.781250 Penalty: 748.276794
	Iteration 13Q: 3 clusters Score -294151.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -294153.125000 Penalty: 748.276794
	Iteration 14Q: 3 clusters Score -294153.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -294154.218750 Penalty: 748.276794
	Iteration 15Q: 3 clusters Score -294154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -294155.125000 Penalty: 748.276794
	Iteration 16Q: 3 clusters Score -294155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -294157.031250 Penalty: 748.276794
	Iteration 17Q: 3 clusters Score -294157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -294158.062500 Penalty: 748.276794
	Iteration 18Q: 3 clusters Score -294158.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -294159.875000 Penalty: 748.276794
	Iteration 19Q: 3 clusters Score -294159.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -294161.093750 Penalty: 748.276794
	Iteration 20F: 3 clusters Score -294161.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -294165.156250 Penalty: 748.276794
	Iteration 21Q: 3 clusters Score -294165.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -294167.312500 Penalty: 748.276794
	Iteration 22Q: 3 clusters Score -294167.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -294167.468750 Penalty: 748.276794
	Iteration 23Q: 3 clusters Score -294167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -294168.656250 Penalty: 748.276794
	Iteration 24Q: 3 clusters Score -294168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -294168.406250 Penalty: 748.276794
	Iteration 25Q: 3 clusters Score -294168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -294169.781250 Penalty: 748.276794
	Iteration 26Q: 3 clusters Score -294169.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -294172.687500 Penalty: 748.276794
	Iteration 27Q: 3 clusters Score -294172.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -294176.437500 Penalty: 748.276794
	Iteration 28Q: 3 clusters Score -294176.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -294180.250000 Penalty: 748.276794
	Iteration 29Q: 3 clusters Score -294180.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -294183.750000 Penalty: 748.276794
	Iteration 30Q: 3 clusters Score -294183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -294186.843750 Penalty: 748.276794
	Iteration 31Q: 3 clusters Score -294186.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -294189.125000 Penalty: 748.276794
	Iteration 32Q: 3 clusters Score -294189.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -294192.906250 Penalty: 748.276794
	Iteration 33Q: 3 clusters Score -294192.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -294195.031250 Penalty: 748.276794
	Iteration 34Q: 3 clusters Score -294195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -294197.281250 Penalty: 748.276794
	Iteration 35Q: 3 clusters Score -294197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -294198.625000 Penalty: 748.276794
	Iteration 36Q: 3 clusters Score -294198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -294201.125000 Penalty: 748.276794
	Iteration 37Q: 3 clusters Score -294201.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -294203.718750 Penalty: 748.276794
	Iteration 38Q: 3 clusters Score -294203.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -294206.437500 Penalty: 748.276794
	Iteration 39Q: 3 clusters Score -294206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -294207.281250 Penalty: 748.276794
	Iteration 40F: 3 clusters Score -294207.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -294208.687500 Penalty: 748.276794
	Iteration 41Q: 3 clusters Score -294208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -294209.000000 Penalty: 748.276794
	Iteration 42Q: 3 clusters Score -294209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -294208.937500 Penalty: 748.276794
	Iteration 43Q: 3 clusters Score -294208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -294209.062500 Penalty: 748.276794
	Iteration 44Q: 3 clusters Score -294209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -294209.937500 Penalty: 748.276794
	Iteration 45Q: 3 clusters Score -294209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -294210.625000 Penalty: 748.276794
	Iteration 46Q: 3 clusters Score -294210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -294211.000000 Penalty: 748.276794
	Iteration 47Q: 3 clusters Score -294211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -294210.843750 Penalty: 748.276794
	Iteration 48Q: 3 clusters Score -294210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -294211.093750 Penalty: 748.276794
	Iteration 49Q: 3 clusters Score -294211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -294210.906250 Penalty: 748.276794
	Iteration 50Q: 3 clusters Score -294210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -294210.593750 Penalty: 748.276794
	Iteration 51Q: 3 clusters Score -294210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -294210.593750 Penalty: 748.276794
	Iteration 52F: 3 clusters Score -294210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 974 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Mstep: Class 58 contains 2251 members 
Entering Unmasked Estep 
Score: -14070289.000000 Penalty: 32612.816406
Splitting cluster 30 changes total score from -14048422.000000 to -14070289.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 31 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -59821.175781 Penalty: 313.104218
	Iteration 0F: 2 clusters Score -59821.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -59064.500000 Penalty: 626.208435
	Iteration 0F: 3 clusters Score -59064.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -59805.500000 Penalty: 626.208435
	Iteration 1F: 3 clusters Score -59805.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60393.585938 Penalty: 626.208435
	Iteration 2F: 3 clusters Score -60393.59 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -60617.914062 Penalty: 626.208435
	Iteration 3F: 3 clusters Score -60617.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -60697.902344 Penalty: 626.208435
	Iteration 4F: 3 clusters Score -60697.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -60746.417969 Penalty: 626.208435
	Iteration 5Q: 3 clusters Score -60746.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -60772.382812 Penalty: 626.208435
	Iteration 6Q: 3 clusters Score -60772.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -60785.109375 Penalty: 626.208435
	Iteration 7Q: 3 clusters Score -60785.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60797.125000 Penalty: 626.208435
	Iteration 8Q: 3 clusters Score -60797.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60801.535156 Penalty: 626.208435
	Iteration 9Q: 3 clusters Score -60801.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60801.964844 Penalty: 626.208435
	Iteration 10Q: 3 clusters Score -60801.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60801.964844 Penalty: 626.208435
	Iteration 11F: 3 clusters Score -60801.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 2172 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Mstep: Class 58 contains 2251 members 
Mstep: Class 59 contains 553 members 
Entering Unmasked Estep 
Score: -14071023.000000 Penalty: 33175.105469
Splitting cluster 31 changes total score from -14048422.000000 to -14071023.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 32 (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: -143519.531250 Penalty: 349.594849
	Iteration 0F: 2 clusters Score -143519.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -141978.781250 Penalty: 699.189697
	Iteration 0F: 3 clusters Score -141978.8 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -142825.453125 Penalty: 699.189697
	Iteration 1F: 3 clusters Score -142825.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -143484.187500 Penalty: 699.189697
	Iteration 2F: 3 clusters Score -143484.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -144228.671875 Penalty: 699.189697
	Iteration 3F: 3 clusters Score -144228.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -145021.562500 Penalty: 699.189697
	Iteration 4F: 3 clusters Score -145021.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -145819.812500 Penalty: 699.189697
	Iteration 5F: 3 clusters Score -145819.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -146119.625000 Penalty: 699.189697
	Iteration 6Q: 3 clusters Score -146119.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -146310.625000 Penalty: 699.189697
	Iteration 7Q: 3 clusters Score -146310.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -146425.453125 Penalty: 699.189697
	Iteration 8Q: 3 clusters Score -146425.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -146510.437500 Penalty: 699.189697
	Iteration 9Q: 3 clusters Score -146510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -146572.453125 Penalty: 699.189697
	Iteration 10Q: 3 clusters Score -146572.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -146603.562500 Penalty: 699.189697
	Iteration 11Q: 3 clusters Score -146603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -146605.171875 Penalty: 699.189697
	Iteration 12Q: 3 clusters Score -146605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -146616.859375 Penalty: 699.189697
	Iteration 13F: 3 clusters Score -146616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -146621.968750 Penalty: 699.189697
	Iteration 14Q: 3 clusters Score -146622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -146624.796875 Penalty: 699.189697
	Iteration 15Q: 3 clusters Score -146624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -146625.093750 Penalty: 699.189697
	Iteration 16Q: 3 clusters Score -146625.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -146625.093750 Penalty: 699.189697
	Iteration 17F: 3 clusters Score -146625.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 511 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Mstep: Class 58 contains 2251 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 1330 members 
Entering Unmasked Estep 
Score: -14073900.000000 Penalty: 33737.398438
Splitting cluster 32 changes total score from -14048422.000000 to -14073900.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 33 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -31409.484375 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -31409.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30942.720703 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -30942.72 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31208.855469 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -31208.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31347.478516 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -31347.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -31398.626953 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -31398.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -31415.912109 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -31415.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -31422.115234 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -31422.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31425.376953 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -31425.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31427.382812 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -31427.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -31429.128906 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -31429.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -31429.556641 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -31429.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -31429.556641 Penalty: 567.509644
	Iteration 10F: 3 clusters Score -31429.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Mstep: Class 58 contains 2251 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 1330 members 
Mstep: Class 61 contains 411 members 
Entering Unmasked Estep 
Score: -14073634.000000 Penalty: 34299.687500
Splitting cluster 33 changes total score from -14048422.000000 to -14073634.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 34 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -44574.234375 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -44574.23 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 384 members 
Entering Unmasked Estep 
Score: -43964.449219 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -43964.45 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -44330.148438 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -44330.15 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -44475.726562 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -44475.73 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44633.289062 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -44633.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -44813.734375 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -44813.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -44879.386719 Penalty: 605.762085
	Iteration 5F: 3 clusters Score -44879.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -44918.347656 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -44918.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -44928.910156 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -44928.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -44929.945312 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -44929.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -44929.945312 Penalty: 605.762085
	Iteration 9F: 3 clusters Score -44929.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 88 members 
Mstep: Class 35 contains 301 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Mstep: Class 58 contains 2251 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 1330 members 
Mstep: Class 61 contains 411 members 
Mstep: Class 62 contains 690 members 
Entering Unmasked Estep 
Score: -14073725.000000 Penalty: 34861.976562
Splitting cluster 34 changes total score from -14048422.000000 to -14073725.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 35 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -12314.837891 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -12314.84 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 145 members 
Entering Unmasked Estep 
Score: -12137.843750 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -12137.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12946.026367 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -12946.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13509.630859 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -13509.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13619.807617 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -13619.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13619.807617 Penalty: 519.347046
	Iteration 4F: 3 clusters Score -13619.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 88 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Mstep: Class 58 contains 2251 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 1330 members 
Mstep: Class 61 contains 411 members 
Mstep: Class 62 contains 690 members 
Mstep: Class 63 contains 84 members 
Entering Unmasked Estep 
Score: -14074729.000000 Penalty: 35424.265625
Splitting cluster 35 changes total score from -14048422.000000 to -14074729.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -58012.179688 Penalty: 311.969025
	Iteration 0F: 2 clusters Score -58012.18 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 442 members 
Entering Unmasked Estep 
Score: -57289.375000 Penalty: 623.938049
	Iteration 0F: 3 clusters Score -57289.38 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57801.539062 Penalty: 623.938049
	Iteration 1F: 3 clusters Score -57801.54 nChanged 135
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: -58109.339844 Penalty: 623.938049
	Iteration 2F: 3 clusters Score -58109.34 nChanged 95
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: -58426.660156 Penalty: 623.938049
	Iteration 3F: 3 clusters Score -58426.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -58572.105469 Penalty: 623.938049
	Iteration 4F: 3 clusters Score -58572.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -58634.722656 Penalty: 623.938049
	Iteration 5Q: 3 clusters Score -58634.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58703.503906 Penalty: 623.938049
	Iteration 6Q: 3 clusters Score -58703.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -58800.222656 Penalty: 623.938049
	Iteration 7Q: 3 clusters Score -58800.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58898.867188 Penalty: 623.938049
	Iteration 8Q: 3 clusters Score -58898.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -58921.765625 Penalty: 623.938049
	Iteration 9Q: 3 clusters Score -58921.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -58927.453125 Penalty: 623.938049
	Iteration 10Q: 3 clusters Score -58927.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -58929.839844 Penalty: 623.938049
	Iteration 11Q: 3 clusters Score -58929.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -58931.808594 Penalty: 623.938049
	Iteration 12Q: 3 clusters Score -58931.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58932.414062 Penalty: 623.938049
	Iteration 13Q: 3 clusters Score -58932.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58932.414062 Penalty: 623.938049
	Iteration 14F: 3 clusters Score -58932.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 88 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Mstep: Class 58 contains 2251 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 1330 members 
Mstep: Class 61 contains 411 members 
Mstep: Class 62 contains 690 members 
Mstep: Class 63 contains 84 members 
Mstep: Class 64 contains 504 members 
Entering Unmasked Estep 
Score: -14075402.000000 Penalty: 35986.554688
Splitting cluster 36 changes total score from -14048422.000000 to -14075402.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 37 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -46667.152344 Penalty: 311.921082
	Iteration 0F: 2 clusters Score -46667.15 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 486 members 
Entering Unmasked Estep 
Score: -45988.785156 Penalty: 623.842163
	Iteration 0F: 3 clusters Score -45988.79 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -46727.796875 Penalty: 623.842163
	Iteration 1F: 3 clusters Score -46727.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -46923.257812 Penalty: 623.842163
	Iteration 2F: 3 clusters Score -46923.26 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -47046.921875 Penalty: 623.842163
	Iteration 3F: 3 clusters Score -47046.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -47138.101562 Penalty: 623.842163
	Iteration 4F: 3 clusters Score -47138.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -47175.003906 Penalty: 623.842163
	Iteration 5Q: 3 clusters Score -47175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -47199.476562 Penalty: 623.842163
	Iteration 6Q: 3 clusters Score -47199.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -47230.171875 Penalty: 623.842163
	Iteration 7Q: 3 clusters Score -47230.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -47274.457031 Penalty: 623.842163
	Iteration 8Q: 3 clusters Score -47274.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -47337.542969 Penalty: 623.842163
	Iteration 9Q: 3 clusters Score -47337.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -47366.175781 Penalty: 623.842163
	Iteration 10Q: 3 clusters Score -47366.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -47405.152344 Penalty: 623.842163
	Iteration 11Q: 3 clusters Score -47405.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -47447.085938 Penalty: 623.842163
	Iteration 12Q: 3 clusters Score -47447.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -47480.617188 Penalty: 623.842163
	Iteration 13Q: 3 clusters Score -47480.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -47509.605469 Penalty: 623.842163
	Iteration 14Q: 3 clusters Score -47509.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -47514.148438 Penalty: 623.842163
	Iteration 15Q: 3 clusters Score -47514.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -47515.238281 Penalty: 623.842163
	Iteration 16Q: 3 clusters Score -47515.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -47517.687500 Penalty: 623.842163
	Iteration 17F: 3 clusters Score -47517.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -47521.550781 Penalty: 623.842163
	Iteration 18Q: 3 clusters Score -47521.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -47522.746094 Penalty: 623.842163
	Iteration 19Q: 3 clusters Score -47522.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -47522.746094 Penalty: 623.842163
	Iteration 20F: 3 clusters Score -47522.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 88 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 166 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 294 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 407 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 405 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1225 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 376 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 2223 members 
Mstep: Class 57 contains 673 members 
Mstep: Class 58 contains 2251 members 
Mstep: Class 59 contains 553 members 
Mstep: Class 60 contains 1330 members 
Mstep: Class 61 contains 411 members 
Mstep: Class 62 contains 690 members 
Mstep: Class 63 contains 84 members 
Mstep: Class 64 contains 504 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
Score: -14076012.000000 Penalty: 36548.847656
Splitting cluster 37 changes total score from -14048422.000000 to -14076012.000000
So it's getting split into cluster 65.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1151 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 294 members 
Mstep: Class 3 contains 696 members 
Mstep: Class 4 contains 20410 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 17214 members 
Mstep: Class 12 contains 975 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 189 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 69 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 120244 members 
Mstep: Class 24 contains 594 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 866 members 
Mstep: Class 27 contains 2210 members 
Mstep: Class 28 contains 800 members 
Mstep: Class 29 contains 1123 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 842 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 88 members 
Mstep: Class 35 contains 217 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 555.977722 but Gain 562.292969
Score: -14079566.000000 Penalty: 35986.554688
Iteration 79Q: 65 clusters Score -1.407957e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1073 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 307 members 
Mstep: Class 3 contains 694 members 
Mstep: Class 4 contains 20429 members 
Mstep: Class 5 contains 1542 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 8495 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 22816 members 
Mstep: Class 11 contains 17284 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 290 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 283 members 
Mstep: Class 20 contains 65 members 
Mstep: Class 21 contains 875 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 120116 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 835 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 795 members 
Mstep: Class 29 contains 1161 members 
Mstep: Class 30 contains 1504 members 
Mstep: Class 31 contains 420 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 34 contains 77 members 
Mstep: Class 35 contains 216 members 
Mstep: Class 36 contains 445 members 
Mstep: Class 37 contains 171 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 357 members 
Mstep: Class 40 contains 290 members 
Mstep: Class 41 contains 1461 members 
Mstep: Class 42 contains 431 members 
Mstep: Class 43 contains 420 members 
Mstep: Class 44 contains 953 members 
Mstep: Class 45 contains 458 members 
Mstep: Class 46 contains 411 members 
Mstep: Class 47 contains 302 members 
Mstep: Class 48 contains 180 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 210 members 
Mstep: Class 51 contains 1214 members 
Mstep: Class 52 contains 217 members 
Mstep: Class 53 contains 379 members 
Mstep: Class 54 contains 331 members 
Mstep: Class 55 contains 1899 members 
Mstep: Class 56 contains 2212 members 
Mstep: Class 57 contains 636 members 
Mstep: Class 58 contains 2200 members 
Mstep: Class 59 contains 519 members 
Mstep: Class 60 contains 1301 members 
Mstep: Class 61 contains 401 members 
Mstep: Class 62 contains 664 members 
Mstep: Class 63 contains 134 members 
Mstep: Class 64 contains 504 members 
Mstep: Class 65 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084759.000000 Penalty: 35986.554688
Iteration 80F: 65 clusters Score -1.408476e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 985 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 693 members 
Mstep: Class 4 contains 20420 members 
Mstep: Class 5 contains 1547 members 
Mstep: Class 6 contains 628 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 8441 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 22690 members 
Mstep: Class 11 contains 17126 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 1131 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 297 members 
Mstep: Class 16 contains 787 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 58 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 643 members 
Mstep: Class 23 contains 119925 members 
Mstep: Class 24 contains 636 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 770 members 
Mstep: Class 29 contains 1203 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 34 contains 77 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 176 members 
Mstep: Class 38 contains 327 members 
Mstep: Class 39 contains 359 members 
Mstep: Class 40 contains 299 members 
Mstep: Class 41 contains 1472 members 
Mstep: Class 42 contains 417 members 
Mstep: Class 43 contains 450 members 
Mstep: Class 44 contains 905 members 
Mstep: Class 45 contains 457 members 
Mstep: Class 46 contains 418 members 
Mstep: Class 47 contains 307 members 
Mstep: Class 48 contains 181 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 205 members 
Mstep: Class 51 contains 1212 members 
Mstep: Class 52 contains 239 members 
Mstep: Class 53 contains 384 members 
Mstep: Class 54 contains 334 members 
Mstep: Class 55 contains 2126 members 
Mstep: Class 56 contains 2214 members 
Mstep: Class 57 contains 707 members 
Mstep: Class 58 contains 2362 members 
Mstep: Class 59 contains 515 members 
Mstep: Class 60 contains 1298 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 645 members 
Mstep: Class 63 contains 160 members 
Mstep: Class 64 contains 529 members 
Mstep: Class 65 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087527.000000 Penalty: 35986.554688
Iteration 81Q: 65 clusters Score -1.408753e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 970 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 692 members 
Mstep: Class 4 contains 20429 members 
Mstep: Class 5 contains 1549 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 8403 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22610 members 
Mstep: Class 11 contains 17050 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 1132 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 783 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 642 members 
Mstep: Class 23 contains 119823 members 
Mstep: Class 24 contains 623 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 810 members 
Mstep: Class 27 contains 1990 members 
Mstep: Class 28 contains 751 members 
Mstep: Class 29 contains 1235 members 
Mstep: Class 30 contains 1567 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 34 contains 77 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 179 members 
Mstep: Class 38 contains 326 members 
Mstep: Class 39 contains 361 members 
Mstep: Class 40 contains 305 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 412 members 
Mstep: Class 43 contains 483 members 
Mstep: Class 44 contains 854 members 
Mstep: Class 45 contains 450 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 314 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1210 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 385 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 2240 members 
Mstep: Class 56 contains 2214 members 
Mstep: Class 57 contains 766 members 
Mstep: Class 58 contains 2432 members 
Mstep: Class 59 contains 507 members 
Mstep: Class 60 contains 1294 members 
Mstep: Class 61 contains 422 members 
Mstep: Class 62 contains 626 members 
Mstep: Class 63 contains 159 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14088354.000000 Penalty: 35986.554688
Iteration 82Q: 65 clusters Score -1.408835e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 965 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 328 members 
Mstep: Class 3 contains 690 members 
Mstep: Class 4 contains 20451 members 
Mstep: Class 5 contains 1550 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22556 members 
Mstep: Class 11 contains 17014 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 787 members 
Mstep: Class 17 contains 545 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 645 members 
Mstep: Class 23 contains 119771 members 
Mstep: Class 24 contains 607 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 1979 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 1257 members 
Mstep: Class 30 contains 1584 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 1176 members 
Mstep: Class 34 contains 73 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 363 members 
Mstep: Class 40 contains 309 members 
Mstep: Class 41 contains 1479 members 
Mstep: Class 42 contains 404 members 
Mstep: Class 43 contains 500 members 
Mstep: Class 44 contains 814 members 
Mstep: Class 45 contains 448 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 321 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1207 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 390 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 2279 members 
Mstep: Class 56 contains 2215 members 
Mstep: Class 57 contains 817 members 
Mstep: Class 58 contains 2468 members 
Mstep: Class 59 contains 500 members 
Mstep: Class 60 contains 1293 members 
Mstep: Class 61 contains 420 members 
Mstep: Class 62 contains 616 members 
Mstep: Class 63 contains 155 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14088867.000000 Penalty: 35986.554688
Iteration 83Q: 65 clusters Score -1.408887e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 965 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 686 members 
Mstep: Class 4 contains 20477 members 
Mstep: Class 5 contains 1554 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 743 members 
Mstep: Class 8 contains 8387 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 22518 members 
Mstep: Class 11 contains 16984 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 1140 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119723 members 
Mstep: Class 24 contains 597 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 1972 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 1276 members 
Mstep: Class 30 contains 1604 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 34 contains 71 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 363 members 
Mstep: Class 40 contains 315 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 398 members 
Mstep: Class 43 contains 502 members 
Mstep: Class 44 contains 778 members 
Mstep: Class 45 contains 443 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 330 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1200 members 
Mstep: Class 52 contains 262 members 
Mstep: Class 53 contains 395 members 
Mstep: Class 54 contains 336 members 
Mstep: Class 55 contains 2268 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 854 members 
Mstep: Class 58 contains 2498 members 
Mstep: Class 59 contains 498 members 
Mstep: Class 60 contains 1291 members 
Mstep: Class 61 contains 418 members 
Mstep: Class 62 contains 614 members 
Mstep: Class 63 contains 155 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14089109.000000 Penalty: 35986.554688
Iteration 84Q: 65 clusters Score -1.408911e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 4 contains 20489 members 
Mstep: Class 5 contains 1556 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 755 members 
Mstep: Class 8 contains 8385 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22491 members 
Mstep: Class 11 contains 16967 members 
Mstep: Class 12 contains 1039 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 792 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 279 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 119696 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 1969 members 
Mstep: Class 28 contains 718 members 
Mstep: Class 29 contains 1294 members 
Mstep: Class 30 contains 1618 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 1177 members 
Mstep: Class 34 contains 68 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 363 members 
Mstep: Class 40 contains 318 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 397 members 
Mstep: Class 43 contains 494 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 438 members 
Mstep: Class 46 contains 428 members 
Mstep: Class 47 contains 335 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1199 members 
Mstep: Class 52 contains 264 members 
Mstep: Class 53 contains 395 members 
Mstep: Class 54 contains 334 members 
Mstep: Class 55 contains 2260 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 880 members 
Mstep: Class 58 contains 2515 members 
Mstep: Class 59 contains 498 members 
Mstep: Class 60 contains 1290 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 613 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14089282.000000 Penalty: 35986.554688
Iteration 85Q: 65 clusters Score -1.408928e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 338 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 20499 members 
Mstep: Class 5 contains 1557 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 8389 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22467 members 
Mstep: Class 11 contains 16956 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 119684 members 
Mstep: Class 24 contains 582 members 
Mstep: Class 25 contains 863 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1971 members 
Mstep: Class 28 contains 708 members 
Mstep: Class 29 contains 1318 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 1176 members 
Mstep: Class 34 contains 63 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 364 members 
Mstep: Class 40 contains 321 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 392 members 
Mstep: Class 43 contains 490 members 
Mstep: Class 44 contains 707 members 
Mstep: Class 45 contains 436 members 
Mstep: Class 46 contains 425 members 
Mstep: Class 47 contains 335 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1197 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 398 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2246 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 894 members 
Mstep: Class 58 contains 2528 members 
Mstep: Class 59 contains 496 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 613 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14089496.000000 Penalty: 35986.554688
Iteration 86Q: 65 clusters Score -1.40895e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 340 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20511 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 8393 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22454 members 
Mstep: Class 11 contains 16945 members 
Mstep: Class 12 contains 1082 members 
Mstep: Class 13 contains 1160 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 648 members 
Mstep: Class 23 contains 119664 members 
Mstep: Class 24 contains 581 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 704 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 1621 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 1186 members 
Mstep: Class 34 contains 61 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 365 members 
Mstep: Class 40 contains 322 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 387 members 
Mstep: Class 43 contains 487 members 
Mstep: Class 44 contains 671 members 
Mstep: Class 45 contains 431 members 
Mstep: Class 46 contains 426 members 
Mstep: Class 47 contains 337 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1198 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 402 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2228 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 908 members 
Mstep: Class 58 contains 2540 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 610 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14089677.000000 Penalty: 35986.554688
Iteration 87Q: 65 clusters Score -1.408968e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 342 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20523 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22439 members 
Mstep: Class 11 contains 16935 members 
Mstep: Class 12 contains 1108 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1045 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119645 members 
Mstep: Class 24 contains 578 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 699 members 
Mstep: Class 29 contains 1351 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 1196 members 
Mstep: Class 34 contains 60 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 365 members 
Mstep: Class 40 contains 321 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 628 members 
Mstep: Class 45 contains 428 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 339 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1197 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 409 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2218 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 924 members 
Mstep: Class 58 contains 2546 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 609 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14089892.000000 Penalty: 35986.554688
Iteration 88Q: 65 clusters Score -1.408989e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20542 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 8401 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22427 members 
Mstep: Class 11 contains 16923 members 
Mstep: Class 12 contains 1129 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 793 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1057 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119624 members 
Mstep: Class 24 contains 577 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 692 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 1200 members 
Mstep: Class 34 contains 60 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 365 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 485 members 
Mstep: Class 44 contains 599 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 346 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 413 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2210 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 929 members 
Mstep: Class 58 contains 2555 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 603 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090189.000000 Penalty: 35986.554688
Iteration 89Q: 65 clusters Score -1.409019e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 8401 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 22423 members 
Mstep: Class 11 contains 16913 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 794 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119603 members 
Mstep: Class 24 contains 574 members 
Mstep: Class 25 contains 862 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1966 members 
Mstep: Class 28 contains 687 members 
Mstep: Class 29 contains 1376 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 1206 members 
Mstep: Class 34 contains 60 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 319 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 370 members 
Mstep: Class 43 contains 482 members 
Mstep: Class 44 contains 581 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 351 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 417 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2200 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 936 members 
Mstep: Class 58 contains 2563 members 
Mstep: Class 59 contains 494 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 600 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090386.000000 Penalty: 35986.554688
Iteration 90Q: 65 clusters Score -1.409039e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20572 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 8399 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22415 members 
Mstep: Class 11 contains 16905 members 
Mstep: Class 12 contains 1130 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 545 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1074 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119586 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 683 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 401 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 34 contains 60 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 368 members 
Mstep: Class 43 contains 479 members 
Mstep: Class 44 contains 570 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 354 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 419 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2198 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 944 members 
Mstep: Class 58 contains 2567 members 
Mstep: Class 59 contains 493 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 598 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090573.000000 Penalty: 35986.554688
Iteration 91Q: 65 clusters Score -1.409057e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20589 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 8401 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 22408 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 1122 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119568 members 
Mstep: Class 24 contains 568 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 682 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 404 members 
Mstep: Class 32 contains 1222 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 366 members 
Mstep: Class 43 contains 475 members 
Mstep: Class 44 contains 565 members 
Mstep: Class 45 contains 404 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 421 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2193 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 951 members 
Mstep: Class 58 contains 2571 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 596 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090636.000000 Penalty: 35986.554688
Iteration 92Q: 65 clusters Score -1.409064e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20602 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 8406 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 22405 members 
Mstep: Class 11 contains 16888 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119560 members 
Mstep: Class 24 contains 568 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1396 members 
Mstep: Class 30 contains 1668 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1225 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 472 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 414 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 422 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2182 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 952 members 
Mstep: Class 58 contains 2571 members 
Mstep: Class 59 contains 491 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 595 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090667.000000 Penalty: 35986.554688
Iteration 93Q: 65 clusters Score -1.409067e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20615 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 8410 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 22407 members 
Mstep: Class 11 contains 16881 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119543 members 
Mstep: Class 24 contains 567 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 680 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 407 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2175 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 954 members 
Mstep: Class 58 contains 2575 members 
Mstep: Class 59 contains 490 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 594 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090679.000000 Penalty: 35986.554688
Iteration 94Q: 65 clusters Score -1.409068e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20623 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 8414 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22401 members 
Mstep: Class 11 contains 16874 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 795 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119533 members 
Mstep: Class 24 contains 566 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 680 members 
Mstep: Class 29 contains 1401 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 1235 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 468 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 424 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2168 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 960 members 
Mstep: Class 58 contains 2587 members 
Mstep: Class 59 contains 489 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 593 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090715.000000 Penalty: 35986.554688
Iteration 95Q: 65 clusters Score -1.409072e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20628 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 8415 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22396 members 
Mstep: Class 11 contains 16865 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 1161 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119529 members 
Mstep: Class 24 contains 563 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 680 members 
Mstep: Class 29 contains 1404 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 466 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 426 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2163 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 967 members 
Mstep: Class 58 contains 2598 members 
Mstep: Class 59 contains 488 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 593 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090727.000000 Penalty: 35986.554688
Iteration 96Q: 65 clusters Score -1.409073e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20633 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 8417 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22396 members 
Mstep: Class 11 contains 16857 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 1160 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 797 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119519 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1961 members 
Mstep: Class 28 contains 680 members 
Mstep: Class 29 contains 1407 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 411 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 463 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 429 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2161 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 973 members 
Mstep: Class 58 contains 2612 members 
Mstep: Class 59 contains 488 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 593 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090736.000000 Penalty: 35986.554688
Iteration 97Q: 65 clusters Score -1.409074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20639 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 8420 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22390 members 
Mstep: Class 11 contains 16855 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119511 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1960 members 
Mstep: Class 28 contains 680 members 
Mstep: Class 29 contains 1413 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 412 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 462 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 430 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2159 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 975 members 
Mstep: Class 58 contains 2620 members 
Mstep: Class 59 contains 488 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 593 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090712.000000 Penalty: 35986.554688
Iteration 98Q: 65 clusters Score -1.409071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20649 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 8421 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22389 members 
Mstep: Class 11 contains 16848 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119500 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1958 members 
Mstep: Class 28 contains 680 members 
Mstep: Class 29 contains 1416 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 414 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 460 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 432 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2159 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 974 members 
Mstep: Class 58 contains 2633 members 
Mstep: Class 59 contains 488 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 593 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14090726.000000 Penalty: 35986.554688
Iteration 99Q: 65 clusters Score -1.409073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 343 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20657 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 8 contains 8423 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22384 members 
Mstep: Class 11 contains 16844 members 
Mstep: Class 12 contains 1084 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 304 members 
Mstep: Class 16 contains 796 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119493 members 
Mstep: Class 24 contains 560 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 1957 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 1645 members 
Mstep: Class 31 contains 416 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 458 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 433 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2156 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 975 members 
Mstep: Class 58 contains 2643 members 
Mstep: Class 59 contains 486 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 593 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14091345.000000 Penalty: 35986.554688
Iteration 100F: 65 clusters Score -1.409134e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 923 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 345 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20669 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 8 contains 8420 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22380 members 
Mstep: Class 11 contains 16838 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 794 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 280 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 119479 members 
Mstep: Class 24 contains 553 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 1957 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1424 members 
Mstep: Class 30 contains 1642 members 
Mstep: Class 31 contains 417 members 
Mstep: Class 32 contains 1255 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 366 members 
Mstep: Class 40 contains 320 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 494 members 
Mstep: Class 44 contains 547 members 
Mstep: Class 45 contains 435 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2156 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 2654 members 
Mstep: Class 59 contains 485 members 
Mstep: Class 60 contains 1289 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 588 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14092266.000000 Penalty: 35986.554688
Iteration 101Q: 65 clusters Score -1.409227e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 906 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 347 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20679 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 8419 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22374 members 
Mstep: Class 11 contains 16836 members 
Mstep: Class 12 contains 1037 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119470 members 
Mstep: Class 24 contains 550 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 1957 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1429 members 
Mstep: Class 30 contains 1642 members 
Mstep: Class 31 contains 418 members 
Mstep: Class 32 contains 1255 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 317 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 521 members 
Mstep: Class 44 contains 526 members 
Mstep: Class 45 contains 437 members 
Mstep: Class 46 contains 464 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 178 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 334 members 
Mstep: Class 55 contains 2154 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 988 members 
Mstep: Class 58 contains 2659 members 
Mstep: Class 59 contains 483 members 
Mstep: Class 60 contains 1287 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 584 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14092581.000000 Penalty: 35986.554688
Iteration 102Q: 65 clusters Score -1.409258e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 906 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 348 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20689 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 813 members 
Mstep: Class 8 contains 8422 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 22374 members 
Mstep: Class 11 contains 16830 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 823 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119461 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1429 members 
Mstep: Class 30 contains 1644 members 
Mstep: Class 31 contains 418 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 513 members 
Mstep: Class 45 contains 440 members 
Mstep: Class 46 contains 448 members 
Mstep: Class 47 contains 363 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 334 members 
Mstep: Class 55 contains 2155 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 990 members 
Mstep: Class 58 contains 2664 members 
Mstep: Class 59 contains 481 members 
Mstep: Class 60 contains 1285 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 581 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14092756.000000 Penalty: 35986.554688
Iteration 103Q: 65 clusters Score -1.409276e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 906 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20695 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 8424 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22375 members 
Mstep: Class 11 contains 16828 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 832 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119451 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1429 members 
Mstep: Class 30 contains 1643 members 
Mstep: Class 31 contains 419 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1477 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 532 members 
Mstep: Class 44 contains 507 members 
Mstep: Class 45 contains 444 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 333 members 
Mstep: Class 55 contains 2156 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 995 members 
Mstep: Class 58 contains 2665 members 
Mstep: Class 59 contains 479 members 
Mstep: Class 60 contains 1284 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14092837.000000 Penalty: 35986.554688
Iteration 104Q: 65 clusters Score -1.409284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 906 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20700 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 8425 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 22369 members 
Mstep: Class 11 contains 16826 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 838 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119452 members 
Mstep: Class 24 contains 545 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 1643 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1479 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 537 members 
Mstep: Class 44 contains 497 members 
Mstep: Class 45 contains 449 members 
Mstep: Class 46 contains 430 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 267 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 330 members 
Mstep: Class 55 contains 2153 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 996 members 
Mstep: Class 58 contains 2664 members 
Mstep: Class 59 contains 477 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14093000.000000 Penalty: 35986.554688
Iteration 105Q: 65 clusters Score -1.4093e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 906 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20705 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 8425 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22365 members 
Mstep: Class 11 contains 16820 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119448 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 805 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1436 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 426 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 540 members 
Mstep: Class 44 contains 483 members 
Mstep: Class 45 contains 452 members 
Mstep: Class 46 contains 424 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 328 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 996 members 
Mstep: Class 58 contains 2669 members 
Mstep: Class 59 contains 477 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14093475.000000 Penalty: 35986.554688
Iteration 106Q: 65 clusters Score -1.409348e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 906 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20713 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 8424 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 22360 members 
Mstep: Class 11 contains 16819 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 848 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119437 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 807 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1444 members 
Mstep: Class 30 contains 1645 members 
Mstep: Class 31 contains 426 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 548 members 
Mstep: Class 44 contains 479 members 
Mstep: Class 45 contains 454 members 
Mstep: Class 46 contains 418 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 326 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 997 members 
Mstep: Class 58 contains 2666 members 
Mstep: Class 59 contains 476 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14093945.000000 Penalty: 35986.554688
Iteration 107Q: 65 clusters Score -1.409394e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 906 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20722 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 825 members 
Mstep: Class 8 contains 8424 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 22358 members 
Mstep: Class 11 contains 16818 members 
Mstep: Class 12 contains 1030 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 854 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119425 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 809 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1449 members 
Mstep: Class 30 contains 1644 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 409 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 324 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 997 members 
Mstep: Class 58 contains 2667 members 
Mstep: Class 59 contains 475 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14093965.000000 Penalty: 35986.554688
Iteration 108Q: 65 clusters Score -1.409396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20729 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 8424 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 22355 members 
Mstep: Class 11 contains 16816 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 1157 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 858 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119418 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 811 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 681 members 
Mstep: Class 29 contains 1453 members 
Mstep: Class 30 contains 1643 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 457 members 
Mstep: Class 46 contains 404 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 269 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 322 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 997 members 
Mstep: Class 58 contains 2670 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14093983.000000 Penalty: 35986.554688
Iteration 109Q: 65 clusters Score -1.409398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20731 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8423 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 22357 members 
Mstep: Class 11 contains 16813 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 1155 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119413 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 813 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 679 members 
Mstep: Class 29 contains 1454 members 
Mstep: Class 30 contains 1643 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 459 members 
Mstep: Class 46 contains 402 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 270 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 321 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 997 members 
Mstep: Class 58 contains 2674 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094002.000000 Penalty: 35986.554688
Iteration 110Q: 65 clusters Score -1.4094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20734 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8423 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 22358 members 
Mstep: Class 11 contains 16810 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119409 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 814 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 678 members 
Mstep: Class 29 contains 1456 members 
Mstep: Class 30 contains 1644 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 464 members 
Mstep: Class 46 contains 401 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 271 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 320 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 997 members 
Mstep: Class 58 contains 2673 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094020.000000 Penalty: 35986.554688
Iteration 111Q: 65 clusters Score -1.409402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20734 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8423 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 22356 members 
Mstep: Class 11 contains 16802 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119408 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 815 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 677 members 
Mstep: Class 29 contains 1460 members 
Mstep: Class 30 contains 1638 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 467 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 272 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 319 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 998 members 
Mstep: Class 58 contains 2685 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094044.000000 Penalty: 35986.554688
Iteration 112Q: 65 clusters Score -1.409404e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20735 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8423 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 22352 members 
Mstep: Class 11 contains 16797 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119410 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1463 members 
Mstep: Class 30 contains 1636 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 468 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 272 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 318 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1001 members 
Mstep: Class 58 contains 2692 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094046.000000 Penalty: 35986.554688
Iteration 113Q: 65 clusters Score -1.409405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20737 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8422 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22347 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119408 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 818 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 1637 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 316 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1003 members 
Mstep: Class 58 contains 2693 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094043.000000 Penalty: 35986.554688
Iteration 114Q: 65 clusters Score -1.409404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20737 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8420 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22342 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119409 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 1640 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1005 members 
Mstep: Class 58 contains 2692 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094044.000000 Penalty: 35986.554688
Iteration 115Q: 65 clusters Score -1.409404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20737 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22340 members 
Mstep: Class 11 contains 16795 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119408 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 1643 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2693 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094050.000000 Penalty: 35986.554688
Iteration 116Q: 65 clusters Score -1.409405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20738 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22335 members 
Mstep: Class 11 contains 16794 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119406 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 1644 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 470 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2693 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094054.000000 Penalty: 35986.554688
Iteration 117Q: 65 clusters Score -1.409405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22333 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14094059.000000 Penalty: 35986.554688
Iteration 118Q: 65 clusters Score -1.409406e+07 nChanged 14
Entering ConstructFrom: 
Score: -14094059.000000 Penalty: 35986.554688
Entering ConstructFrom: 
Trying to split cluster 1 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -28920.716797 Penalty: 292.405212
	Iteration 0F: 2 clusters Score -28920.72 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 306 members 
Entering Unmasked Estep 
Score: -28390.269531 Penalty: 584.810425
	Iteration 0F: 3 clusters Score -28390.27 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28769.847656 Penalty: 584.810425
	Iteration 1F: 3 clusters Score -28769.85 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28882.378906 Penalty: 584.810425
	Iteration 2F: 3 clusters Score -28882.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28949.789062 Penalty: 584.810425
	Iteration 3F: 3 clusters Score -28949.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -28995.291016 Penalty: 584.810425
	Iteration 4Q: 3 clusters Score -28995.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29020.142578 Penalty: 584.810425
	Iteration 5Q: 3 clusters Score -29020.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29032.195312 Penalty: 584.810425
	Iteration 6Q: 3 clusters Score -29032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29045.654297 Penalty: 584.810425
	Iteration 7Q: 3 clusters Score -29045.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29052.509766 Penalty: 584.810425
	Iteration 8Q: 3 clusters Score -29052.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29054.298828 Penalty: 584.810425
	Iteration 9Q: 3 clusters Score -29054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29055.843750 Penalty: 584.810425
	Iteration 10Q: 3 clusters Score -29055.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -29059.445312 Penalty: 584.810425
	Iteration 11Q: 3 clusters Score -29059.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29060.425781 Penalty: 584.810425
	Iteration 12Q: 3 clusters Score -29060.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29060.425781 Penalty: 584.810425
	Iteration 13F: 3 clusters Score -29060.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 682 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
Score: -14093921.000000 Penalty: 36548.847656
Splitting cluster 1 changes total score from -14094059.000000 to -14093921.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -17609.367188 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -17609.37 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 191 members 
Entering Unmasked Estep 
Score: -17242.781250 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -17242.78 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17435.890625 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -17435.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -17508.621094 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -17508.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17531.125000 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -17531.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17554.009766 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -17554.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17561.880859 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -17561.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17563.759766 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -17563.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17564.068359 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -17564.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17564.068359 Penalty: 532.811523
	Iteration 8F: 3 clusters Score -17564.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -35377.507812 Penalty: 296.888855
	Iteration 0F: 2 clusters Score -35377.51 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 349 members 
Entering Unmasked Estep 
Score: -34823.230469 Penalty: 593.777710
	Iteration 0F: 3 clusters Score -34823.23 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35392.843750 Penalty: 593.777710
	Iteration 1F: 3 clusters Score -35392.84 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35622.203125 Penalty: 593.777710
	Iteration 2F: 3 clusters Score -35622.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35825.507812 Penalty: 593.777710
	Iteration 3F: 3 clusters Score -35825.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36033.980469 Penalty: 593.777710
	Iteration 4F: 3 clusters Score -36033.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36248.019531 Penalty: 593.777710
	Iteration 5Q: 3 clusters Score -36248.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36366.714844 Penalty: 593.777710
	Iteration 6Q: 3 clusters Score -36366.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36436.675781 Penalty: 593.777710
	Iteration 7Q: 3 clusters Score -36436.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36446.542969 Penalty: 593.777710
	Iteration 8Q: 3 clusters Score -36446.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36448.027344 Penalty: 593.777710
	Iteration 9Q: 3 clusters Score -36448.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36452.925781 Penalty: 593.777710
	Iteration 10Q: 3 clusters Score -36452.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36453.906250 Penalty: 593.777710
	Iteration 11Q: 3 clusters Score -36453.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36453.906250 Penalty: 593.777710
	Iteration 12F: 3 clusters Score -36453.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
Score: -14094853.000000 Penalty: 36548.847656
Splitting cluster 3 changes total score from -14094059.000000 to -14094853.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (20739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Entering Unmasked Estep 
Score: -1335082.500000 Penalty: 452.259613
	Iteration 0F: 2 clusters Score -1335082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1321196.250000 Penalty: 904.519226
	Iteration 0F: 3 clusters Score -1321196 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1326978.875000 Penalty: 904.519226
	Iteration 1F: 3 clusters Score -1326979 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1327371.750000 Penalty: 904.519226
	Iteration 2Q: 3 clusters Score -1327372 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1328008.875000 Penalty: 904.519226
	Iteration 3F: 3 clusters Score -1328009 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1328894.125000 Penalty: 904.519226
	Iteration 4F: 3 clusters Score -1328894 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1330088.625000 Penalty: 904.519226
	Iteration 5F: 3 clusters Score -1330089 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1331501.875000 Penalty: 904.519226
	Iteration 6F: 3 clusters Score -1331502 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1332643.750000 Penalty: 904.519226
	Iteration 7F: 3 clusters Score -1332644 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1333494.500000 Penalty: 904.519226
	Iteration 8Q: 3 clusters Score -1333494 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1334013.625000 Penalty: 904.519226
	Iteration 9Q: 3 clusters Score -1334014 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1334290.125000 Penalty: 904.519226
	Iteration 10Q: 3 clusters Score -1334290 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1334431.750000 Penalty: 904.519226
	Iteration 11Q: 3 clusters Score -1334432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1334525.500000 Penalty: 904.519226
	Iteration 12Q: 3 clusters Score -1334526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1334590.625000 Penalty: 904.519226
	Iteration 13Q: 3 clusters Score -1334591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1334628.125000 Penalty: 904.519226
	Iteration 14Q: 3 clusters Score -1334628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1334659.500000 Penalty: 904.519226
	Iteration 15Q: 3 clusters Score -1334660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1334677.375000 Penalty: 904.519226
	Iteration 16Q: 3 clusters Score -1334677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1334686.000000 Penalty: 904.519226
	Iteration 17Q: 3 clusters Score -1334686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1334692.750000 Penalty: 904.519226
	Iteration 18Q: 3 clusters Score -1334693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1334696.125000 Penalty: 904.519226
	Iteration 19Q: 3 clusters Score -1334696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1334698.000000 Penalty: 904.519226
	Iteration 20F: 3 clusters Score -1334698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1334700.250000 Penalty: 904.519226
	Iteration 21Q: 3 clusters Score -1334700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1334700.250000 Penalty: 904.519226
	Iteration 22F: 3 clusters Score -1334700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -95442.343750 Penalty: 334.565216
	Iteration 0F: 2 clusters Score -95442.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -94267.851562 Penalty: 669.130432
	Iteration 0F: 3 clusters Score -94267.85 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -94622.531250 Penalty: 669.130432
	Iteration 1F: 3 clusters Score -94622.53 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -94669.375000 Penalty: 669.130432
	Iteration 2F: 3 clusters Score -94669.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -94710.164062 Penalty: 669.130432
	Iteration 3F: 3 clusters Score -94710.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -94746.570312 Penalty: 669.130432
	Iteration 4Q: 3 clusters Score -94746.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -94777.250000 Penalty: 669.130432
	Iteration 5Q: 3 clusters Score -94777.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94799.984375 Penalty: 669.130432
	Iteration 6Q: 3 clusters Score -94799.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -94821.726562 Penalty: 669.130432
	Iteration 7Q: 3 clusters Score -94821.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -94847.312500 Penalty: 669.130432
	Iteration 8Q: 3 clusters Score -94847.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94878.382812 Penalty: 669.130432
	Iteration 9Q: 3 clusters Score -94878.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94919.257812 Penalty: 669.130432
	Iteration 10Q: 3 clusters Score -94919.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94958.828125 Penalty: 669.130432
	Iteration 11Q: 3 clusters Score -94958.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94992.242188 Penalty: 669.130432
	Iteration 12Q: 3 clusters Score -94992.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95015.710938 Penalty: 669.130432
	Iteration 13Q: 3 clusters Score -95015.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95035.921875 Penalty: 669.130432
	Iteration 14Q: 3 clusters Score -95035.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95052.390625 Penalty: 669.130432
	Iteration 15Q: 3 clusters Score -95052.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95065.101562 Penalty: 669.130432
	Iteration 16Q: 3 clusters Score -95065.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95075.445312 Penalty: 669.130432
	Iteration 17Q: 3 clusters Score -95075.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95080.125000 Penalty: 669.130432
	Iteration 18Q: 3 clusters Score -95080.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95086.039062 Penalty: 669.130432
	Iteration 19Q: 3 clusters Score -95086.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95096.828125 Penalty: 669.130432
	Iteration 20F: 3 clusters Score -95096.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95105.523438 Penalty: 669.130432
	Iteration 21Q: 3 clusters Score -95105.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -95112.351562 Penalty: 669.130432
	Iteration 22Q: 3 clusters Score -95112.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95118.210938 Penalty: 669.130432
	Iteration 23Q: 3 clusters Score -95118.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95119.671875 Penalty: 669.130432
	Iteration 24Q: 3 clusters Score -95119.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95121.789062 Penalty: 669.130432
	Iteration 25Q: 3 clusters Score -95121.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95122.953125 Penalty: 669.130432
	Iteration 26Q: 3 clusters Score -95122.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95126.109375 Penalty: 669.130432
	Iteration 27Q: 3 clusters Score -95126.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95128.132812 Penalty: 669.130432
	Iteration 28Q: 3 clusters Score -95128.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95131.359375 Penalty: 669.130432
	Iteration 29Q: 3 clusters Score -95131.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95137.117188 Penalty: 669.130432
	Iteration 30Q: 3 clusters Score -95137.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -95139.875000 Penalty: 669.130432
	Iteration 31Q: 3 clusters Score -95139.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95140.210938 Penalty: 669.130432
	Iteration 32Q: 3 clusters Score -95140.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95141.976562 Penalty: 669.130432
	Iteration 33Q: 3 clusters Score -95141.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95143.515625 Penalty: 669.130432
	Iteration 34Q: 3 clusters Score -95143.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95143.562500 Penalty: 669.130432
	Iteration 35Q: 3 clusters Score -95143.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -95143.562500 Penalty: 669.130432
	Iteration 36F: 3 clusters Score -95143.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -34960.921875 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -34960.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34413.546875 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -34413.55 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34647.789062 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -34647.79 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -34721.421875 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -34721.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34765.261719 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -34765.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34794.277344 Penalty: 584.071228
	Iteration 4F: 3 clusters Score -34794.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34810.070312 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -34810.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34830.550781 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -34830.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34839.664062 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -34839.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34850.722656 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -34850.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34855.929688 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -34855.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -34865.046875 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -34865.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34868.976562 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -34868.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34869.820312 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -34869.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34869.820312 Penalty: 584.071228
	Iteration 13F: 3 clusters Score -34869.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -52164.695312 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -52164.7 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 424 members 
Entering Unmasked Estep 
Score: -51463.429688 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -51463.43 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -51638.679688 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -51638.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -51687.218750 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -51687.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -51752.558594 Penalty: 611.210144
	Iteration 3F: 3 clusters Score -51752.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -51827.203125 Penalty: 611.210144
	Iteration 4F: 3 clusters Score -51827.2 nChanged 57
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: -51920.921875 Penalty: 611.210144
	Iteration 5F: 3 clusters Score -51920.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -51997.703125 Penalty: 611.210144
	Iteration 6F: 3 clusters Score -51997.7 nChanged 36
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: -52044.226562 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -52044.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -52073.695312 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -52073.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52089.316406 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -52089.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -52098.757812 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -52098.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -52105.476562 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -52105.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -52111.847656 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -52111.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -52122.562500 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -52122.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -52137.039062 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -52137.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -52155.488281 Penalty: 611.210144
	Iteration 15Q: 3 clusters Score -52155.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -52172.250000 Penalty: 611.210144
	Iteration 16Q: 3 clusters Score -52172.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -52193.164062 Penalty: 611.210144
	Iteration 17Q: 3 clusters Score -52193.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -52205.875000 Penalty: 611.210144
	Iteration 18Q: 3 clusters Score -52205.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -52214.433594 Penalty: 611.210144
	Iteration 19Q: 3 clusters Score -52214.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -52217.652344 Penalty: 611.210144
	Iteration 20F: 3 clusters Score -52217.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52218.949219 Penalty: 611.210144
	Iteration 21Q: 3 clusters Score -52218.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52221.816406 Penalty: 611.210144
	Iteration 22Q: 3 clusters Score -52221.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52228.664062 Penalty: 611.210144
	Iteration 23Q: 3 clusters Score -52228.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -52231.605469 Penalty: 611.210144
	Iteration 24Q: 3 clusters Score -52231.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -52238.527344 Penalty: 611.210144
	Iteration 25Q: 3 clusters Score -52238.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -52255.035156 Penalty: 611.210144
	Iteration 26Q: 3 clusters Score -52255.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52260.964844 Penalty: 611.210144
	Iteration 27Q: 3 clusters Score -52260.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -52263.046875 Penalty: 611.210144
	Iteration 28Q: 3 clusters Score -52263.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52265.066406 Penalty: 611.210144
	Iteration 29Q: 3 clusters Score -52265.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -52266.269531 Penalty: 611.210144
	Iteration 30Q: 3 clusters Score -52266.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52267.750000 Penalty: 611.210144
	Iteration 31Q: 3 clusters Score -52267.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52268.191406 Penalty: 611.210144
	Iteration 32Q: 3 clusters Score -52268.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -52269.804688 Penalty: 611.210144
	Iteration 33Q: 3 clusters Score -52269.8 nChanged 2
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: -52286.269531 Penalty: 611.210144
	Iteration 34Q: 3 clusters Score -52286.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52299.835938 Penalty: 611.210144
	Iteration 35Q: 3 clusters Score -52299.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52307.054688 Penalty: 611.210144
	Iteration 36Q: 3 clusters Score -52307.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52319.312500 Penalty: 611.210144
	Iteration 37Q: 3 clusters Score -52319.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52326.085938 Penalty: 611.210144
	Iteration 38Q: 3 clusters Score -52326.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -52340.535156 Penalty: 611.210144
	Iteration 39Q: 3 clusters Score -52340.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52357.335938 Penalty: 611.210144
	Iteration 40F: 3 clusters Score -52357.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52383.855469 Penalty: 611.210144
	Iteration 41Q: 3 clusters Score -52383.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52392.253906 Penalty: 611.210144
	Iteration 42Q: 3 clusters Score -52392.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52393.566406 Penalty: 611.210144
	Iteration 43Q: 3 clusters Score -52393.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52394.929688 Penalty: 611.210144
	Iteration 44Q: 3 clusters Score -52394.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52395.355469 Penalty: 611.210144
	Iteration 45Q: 3 clusters Score -52395.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52395.355469 Penalty: 611.210144
	Iteration 46F: 3 clusters Score -52395.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Entering Unmasked Estep 
Score: -14094817.000000 Penalty: 37111.136719
Splitting cluster 7 changes total score from -14094059.000000 to -14094817.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 8 (8418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Entering Unmasked Estep 
Score: -465397.437500 Penalty: 411.234833
	Iteration 0F: 2 clusters Score -465397.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -459823.406250 Penalty: 822.469666
	Iteration 0F: 3 clusters Score -459823.4 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -462167.468750 Penalty: 822.469666
	Iteration 1F: 3 clusters Score -462167.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -462499.156250 Penalty: 822.469666
	Iteration 2F: 3 clusters Score -462499.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -462882.343750 Penalty: 822.469666
	Iteration 3F: 3 clusters Score -462882.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -463267.812500 Penalty: 822.469666
	Iteration 4F: 3 clusters Score -463267.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -463667.000000 Penalty: 822.469666
	Iteration 5F: 3 clusters Score -463667 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -463992.937500 Penalty: 822.469666
	Iteration 6F: 3 clusters Score -463992.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -464273.812500 Penalty: 822.469666
	Iteration 7Q: 3 clusters Score -464273.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -464525.406250 Penalty: 822.469666
	Iteration 8Q: 3 clusters Score -464525.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -464711.687500 Penalty: 822.469666
	Iteration 9Q: 3 clusters Score -464711.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -464854.625000 Penalty: 822.469666
	Iteration 10Q: 3 clusters Score -464854.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -464927.437500 Penalty: 822.469666
	Iteration 11Q: 3 clusters Score -464927.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -464961.875000 Penalty: 822.469666
	Iteration 12Q: 3 clusters Score -464961.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -464988.531250 Penalty: 822.469666
	Iteration 13Q: 3 clusters Score -464988.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -465013.218750 Penalty: 822.469666
	Iteration 14Q: 3 clusters Score -465013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -465032.937500 Penalty: 822.469666
	Iteration 15Q: 3 clusters Score -465032.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -465048.187500 Penalty: 822.469666
	Iteration 16Q: 3 clusters Score -465048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -465057.156250 Penalty: 822.469666
	Iteration 17Q: 3 clusters Score -465057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -465066.156250 Penalty: 822.469666
	Iteration 18Q: 3 clusters Score -465066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -465068.500000 Penalty: 822.469666
	Iteration 19Q: 3 clusters Score -465068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -465069.906250 Penalty: 822.469666
	Iteration 20F: 3 clusters Score -465069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -465072.093750 Penalty: 822.469666
	Iteration 21Q: 3 clusters Score -465072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -465076.187500 Penalty: 822.469666
	Iteration 22Q: 3 clusters Score -465076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -465078.281250 Penalty: 822.469666
	Iteration 23Q: 3 clusters Score -465078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -465082.093750 Penalty: 822.469666
	Iteration 24Q: 3 clusters Score -465082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -465082.718750 Penalty: 822.469666
	Iteration 25Q: 3 clusters Score -465082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -465083.531250 Penalty: 822.469666
	Iteration 26Q: 3 clusters Score -465083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -465083.531250 Penalty: 822.469666
	Iteration 27F: 3 clusters Score -465083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -150904.656250 Penalty: 356.284363
	Iteration 0F: 2 clusters Score -150904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -149125.531250 Penalty: 712.568726
	Iteration 0F: 3 clusters Score -149125.5 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -149703.078125 Penalty: 712.568726
	Iteration 1F: 3 clusters Score -149703.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -149795.515625 Penalty: 712.568726
	Iteration 2F: 3 clusters Score -149795.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -149879.234375 Penalty: 712.568726
	Iteration 3F: 3 clusters Score -149879.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -149976.546875 Penalty: 712.568726
	Iteration 4F: 3 clusters Score -149976.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -150109.515625 Penalty: 712.568726
	Iteration 5F: 3 clusters Score -150109.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -150246.421875 Penalty: 712.568726
	Iteration 6F: 3 clusters Score -150246.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -150376.578125 Penalty: 712.568726
	Iteration 7F: 3 clusters Score -150376.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -150496.015625 Penalty: 712.568726
	Iteration 8Q: 3 clusters Score -150496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -150576.796875 Penalty: 712.568726
	Iteration 9Q: 3 clusters Score -150576.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -150617.671875 Penalty: 712.568726
	Iteration 10Q: 3 clusters Score -150617.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -150648.359375 Penalty: 712.568726
	Iteration 11Q: 3 clusters Score -150648.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -150660.562500 Penalty: 712.568726
	Iteration 12Q: 3 clusters Score -150660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -150666.062500 Penalty: 712.568726
	Iteration 13Q: 3 clusters Score -150666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -150670.625000 Penalty: 712.568726
	Iteration 14Q: 3 clusters Score -150670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -150672.359375 Penalty: 712.568726
	Iteration 15Q: 3 clusters Score -150672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -150674.640625 Penalty: 712.568726
	Iteration 16Q: 3 clusters Score -150674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -150678.562500 Penalty: 712.568726
	Iteration 17Q: 3 clusters Score -150678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -150681.390625 Penalty: 712.568726
	Iteration 18Q: 3 clusters Score -150681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -150681.765625 Penalty: 712.568726
	Iteration 19Q: 3 clusters Score -150681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -150681.765625 Penalty: 712.568726
	Iteration 20F: 3 clusters Score -150681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Entering Unmasked Estep 
Score: -1332289.000000 Penalty: 455.616608
	Iteration 0F: 2 clusters Score -1332289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1317459.250000 Penalty: 911.233215
	Iteration 0F: 3 clusters Score -1317459 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1324026.750000 Penalty: 911.233215
	Iteration 1F: 3 clusters Score -1324027 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1325087.875000 Penalty: 911.233215
	Iteration 2F: 3 clusters Score -1325088 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1326499.375000 Penalty: 911.233215
	Iteration 3F: 3 clusters Score -1326499 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1327833.250000 Penalty: 911.233215
	Iteration 4F: 3 clusters Score -1327833 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1328796.750000 Penalty: 911.233215
	Iteration 5F: 3 clusters Score -1328797 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1329496.000000 Penalty: 911.233215
	Iteration 6Q: 3 clusters Score -1329496 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1329955.500000 Penalty: 911.233215
	Iteration 7Q: 3 clusters Score -1329956 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1330212.625000 Penalty: 911.233215
	Iteration 8Q: 3 clusters Score -1330213 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1330410.375000 Penalty: 911.233215
	Iteration 9Q: 3 clusters Score -1330410 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1330592.500000 Penalty: 911.233215
	Iteration 10Q: 3 clusters Score -1330592 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1330769.125000 Penalty: 911.233215
	Iteration 11Q: 3 clusters Score -1330769 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1330929.750000 Penalty: 911.233215
	Iteration 12Q: 3 clusters Score -1330930 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1331090.125000 Penalty: 911.233215
	Iteration 13Q: 3 clusters Score -1331090 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1331215.250000 Penalty: 911.233215
	Iteration 14Q: 3 clusters Score -1331215 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1331328.125000 Penalty: 911.233215
	Iteration 15Q: 3 clusters Score -1331328 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1331433.125000 Penalty: 911.233215
	Iteration 16Q: 3 clusters Score -1331433 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1331528.625000 Penalty: 911.233215
	Iteration 17Q: 3 clusters Score -1331529 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1331613.500000 Penalty: 911.233215
	Iteration 18Q: 3 clusters Score -1331614 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1331690.125000 Penalty: 911.233215
	Iteration 19Q: 3 clusters Score -1331690 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1331750.875000 Penalty: 911.233215
	Iteration 20F: 3 clusters Score -1331751 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1331801.125000 Penalty: 911.233215
	Iteration 21Q: 3 clusters Score -1331801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1331831.125000 Penalty: 911.233215
	Iteration 22Q: 3 clusters Score -1331831 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1331854.250000 Penalty: 911.233215
	Iteration 23Q: 3 clusters Score -1331854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1331874.750000 Penalty: 911.233215
	Iteration 24Q: 3 clusters Score -1331875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1331891.000000 Penalty: 911.233215
	Iteration 25Q: 3 clusters Score -1331891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1331900.875000 Penalty: 911.233215
	Iteration 26Q: 3 clusters Score -1331901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1331916.750000 Penalty: 911.233215
	Iteration 27Q: 3 clusters Score -1331917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1331927.250000 Penalty: 911.233215
	Iteration 28Q: 3 clusters Score -1331927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1331935.375000 Penalty: 911.233215
	Iteration 29Q: 3 clusters Score -1331935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1331937.250000 Penalty: 911.233215
	Iteration 30Q: 3 clusters Score -1331937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1331940.750000 Penalty: 911.233215
	Iteration 31Q: 3 clusters Score -1331941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1331941.875000 Penalty: 911.233215
	Iteration 32Q: 3 clusters Score -1331942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1331942.375000 Penalty: 911.233215
	Iteration 33Q: 3 clusters Score -1331942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1331947.125000 Penalty: 911.233215
	Iteration 34Q: 3 clusters Score -1331947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1331950.250000 Penalty: 911.233215
	Iteration 35Q: 3 clusters Score -1331950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1331952.875000 Penalty: 911.233215
	Iteration 36Q: 3 clusters Score -1331953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1331955.125000 Penalty: 911.233215
	Iteration 37Q: 3 clusters Score -1331955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1331957.125000 Penalty: 911.233215
	Iteration 38Q: 3 clusters Score -1331957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1331958.750000 Penalty: 911.233215
	Iteration 39Q: 3 clusters Score -1331959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1331960.625000 Penalty: 911.233215
	Iteration 40F: 3 clusters Score -1331961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1331959.375000 Penalty: 911.233215
	Iteration 41Q: 3 clusters Score -1331959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1331960.000000 Penalty: 911.233215
	Iteration 42Q: 3 clusters Score -1331960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1331961.625000 Penalty: 911.233215
	Iteration 43Q: 3 clusters Score -1331962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1331960.750000 Penalty: 911.233215
	Iteration 44Q: 3 clusters Score -1331961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1331959.875000 Penalty: 911.233215
	Iteration 45Q: 3 clusters Score -1331960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1331959.875000 Penalty: 911.233215
	Iteration 46F: 3 clusters Score -1331960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Entering Unmasked Estep 
Score: -1420906.000000 Penalty: 442.656647
	Iteration 0F: 2 clusters Score -1420906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1412172.750000 Penalty: 885.313293
	Iteration 0F: 3 clusters Score -1412173 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1417074.750000 Penalty: 885.313293
	Iteration 1F: 3 clusters Score -1417075 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1417535.500000 Penalty: 885.313293
	Iteration 2F: 3 clusters Score -1417536 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1418065.750000 Penalty: 885.313293
	Iteration 3F: 3 clusters Score -1418066 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1418660.875000 Penalty: 885.313293
	Iteration 4F: 3 clusters Score -1418661 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1419162.750000 Penalty: 885.313293
	Iteration 5F: 3 clusters Score -1419163 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1419526.000000 Penalty: 885.313293
	Iteration 6F: 3 clusters Score -1419526 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1419737.750000 Penalty: 885.313293
	Iteration 7Q: 3 clusters Score -1419738 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1419852.625000 Penalty: 885.313293
	Iteration 8Q: 3 clusters Score -1419853 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1419911.750000 Penalty: 885.313293
	Iteration 9Q: 3 clusters Score -1419912 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1419938.500000 Penalty: 885.313293
	Iteration 10Q: 3 clusters Score -1419938 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1419970.875000 Penalty: 885.313293
	Iteration 11Q: 3 clusters Score -1419971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1419982.000000 Penalty: 885.313293
	Iteration 12Q: 3 clusters Score -1419982 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1419993.125000 Penalty: 885.313293
	Iteration 13Q: 3 clusters Score -1419993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1419999.875000 Penalty: 885.313293
	Iteration 14Q: 3 clusters Score -1420000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1420002.000000 Penalty: 885.313293
	Iteration 15Q: 3 clusters Score -1420002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1420019.000000 Penalty: 885.313293
	Iteration 16Q: 3 clusters Score -1420019 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1420015.125000 Penalty: 885.313293
	Iteration 17Q: 3 clusters Score -1420015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1420018.875000 Penalty: 885.313293
	Iteration 18Q: 3 clusters Score -1420019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1420021.375000 Penalty: 885.313293
	Iteration 19Q: 3 clusters Score -1420021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1420016.125000 Penalty: 885.313293
	Iteration 20F: 3 clusters Score -1420016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1420015.500000 Penalty: 885.313293
	Iteration 21Q: 3 clusters Score -1420016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1420008.125000 Penalty: 885.313293
	Iteration 22Q: 3 clusters Score -1420008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1420006.625000 Penalty: 885.313293
	Iteration 23Q: 3 clusters Score -1420007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1420001.000000 Penalty: 885.313293
	Iteration 24Q: 3 clusters Score -1420001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1419996.125000 Penalty: 885.313293
	Iteration 25Q: 3 clusters Score -1419996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1419986.125000 Penalty: 885.313293
	Iteration 26Q: 3 clusters Score -1419986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1419985.500000 Penalty: 885.313293
	Iteration 27Q: 3 clusters Score -1419986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1419966.250000 Penalty: 885.313293
	Iteration 28Q: 3 clusters Score -1419966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1419963.875000 Penalty: 885.313293
	Iteration 29Q: 3 clusters Score -1419964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1419957.500000 Penalty: 885.313293
	Iteration 30Q: 3 clusters Score -1419958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1419949.875000 Penalty: 885.313293
	Iteration 31Q: 3 clusters Score -1419950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1419942.250000 Penalty: 885.313293
	Iteration 32Q: 3 clusters Score -1419942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1419927.625000 Penalty: 885.313293
	Iteration 33Q: 3 clusters Score -1419928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1419921.250000 Penalty: 885.313293
	Iteration 34Q: 3 clusters Score -1419921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1419919.750000 Penalty: 885.313293
	Iteration 35Q: 3 clusters Score -1419920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1419920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1419912.000000 Penalty: 885.313293
	Iteration 37Q: 3 clusters Score -1419912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1419909.375000 Penalty: 885.313293
	Iteration 38Q: 3 clusters Score -1419909 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1419901.750000 Penalty: 885.313293
	Iteration 39Q: 3 clusters Score -1419902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1419897.125000 Penalty: 885.313293
	Iteration 40F: 3 clusters Score -1419897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1419890.250000 Penalty: 885.313293
	Iteration 41Q: 3 clusters Score -1419890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1419895.750000 Penalty: 885.313293
	Iteration 42Q: 3 clusters Score -1419896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1419899 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1419892.875000 Penalty: 885.313293
	Iteration 44Q: 3 clusters Score -1419893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1419891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1419894.750000 Penalty: 885.313293
	Iteration 46Q: 3 clusters Score -1419895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1419899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1419891.375000 Penalty: 885.313293
	Iteration 48Q: 3 clusters Score -1419891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1419889.250000 Penalty: 885.313293
	Iteration 49Q: 3 clusters Score -1419889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1419887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1419889.875000 Penalty: 885.313293
	Iteration 51Q: 3 clusters Score -1419890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1419895.750000 Penalty: 885.313293
	Iteration 52Q: 3 clusters Score -1419896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1419898.875000 Penalty: 885.313293
	Iteration 53Q: 3 clusters Score -1419899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1419901.750000 Penalty: 885.313293
	Iteration 54Q: 3 clusters Score -1419902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1419903.500000 Penalty: 885.313293
	Iteration 55Q: 3 clusters Score -1419904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1419906.375000 Penalty: 885.313293
	Iteration 56Q: 3 clusters Score -1419906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1419906.500000 Penalty: 885.313293
	Iteration 57Q: 3 clusters Score -1419906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1419904.125000 Penalty: 885.313293
	Iteration 58Q: 3 clusters Score -1419904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1419906.500000 Penalty: 885.313293
	Iteration 59Q: 3 clusters Score -1419906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1419904.875000 Penalty: 885.313293
	Iteration 60F: 3 clusters Score -1419905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1419907.625000 Penalty: 885.313293
	Iteration 61Q: 3 clusters Score -1419908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1419913.500000 Penalty: 885.313293
	Iteration 62Q: 3 clusters Score -1419914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1419921.375000 Penalty: 885.313293
	Iteration 63Q: 3 clusters Score -1419921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1419925.250000 Penalty: 885.313293
	Iteration 64Q: 3 clusters Score -1419925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1419924.125000 Penalty: 885.313293
	Iteration 65Q: 3 clusters Score -1419924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1419937.000000 Penalty: 885.313293
	Iteration 66Q: 3 clusters Score -1419937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1419941.750000 Penalty: 885.313293
	Iteration 67Q: 3 clusters Score -1419942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1419955.625000 Penalty: 885.313293
	Iteration 68Q: 3 clusters Score -1419956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1419964.750000 Penalty: 885.313293
	Iteration 69Q: 3 clusters Score -1419965 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1419970.250000 Penalty: 885.313293
	Iteration 70Q: 3 clusters Score -1419970 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1419978.750000 Penalty: 885.313293
	Iteration 71Q: 3 clusters Score -1419979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1419987.750000 Penalty: 885.313293
	Iteration 72Q: 3 clusters Score -1419988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1419997.750000 Penalty: 885.313293
	Iteration 73Q: 3 clusters Score -1419998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1420012.750000 Penalty: 885.313293
	Iteration 74Q: 3 clusters Score -1420013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1420029.625000 Penalty: 885.313293
	Iteration 75Q: 3 clusters Score -1420030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1420038.750000 Penalty: 885.313293
	Iteration 76Q: 3 clusters Score -1420039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1420055.250000 Penalty: 885.313293
	Iteration 77Q: 3 clusters Score -1420055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1420064.500000 Penalty: 885.313293
	Iteration 78Q: 3 clusters Score -1420064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1420077.375000 Penalty: 885.313293
	Iteration 79Q: 3 clusters Score -1420077 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1420098.750000 Penalty: 885.313293
	Iteration 80F: 3 clusters Score -1420099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1420108.750000 Penalty: 885.313293
	Iteration 81Q: 3 clusters Score -1420109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1420112.625000 Penalty: 885.313293
	Iteration 82Q: 3 clusters Score -1420113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1420127.000000 Penalty: 885.313293
	Iteration 83Q: 3 clusters Score -1420127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1420138.375000 Penalty: 885.313293
	Iteration 84Q: 3 clusters Score -1420138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1420144.125000 Penalty: 885.313293
	Iteration 85Q: 3 clusters Score -1420144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1420149.375000 Penalty: 885.313293
	Iteration 86Q: 3 clusters Score -1420149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1420146.125000 Penalty: 885.313293
	Iteration 87Q: 3 clusters Score -1420146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1420150.000000 Penalty: 885.313293
	Iteration 88Q: 3 clusters Score -1420150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1420149.875000 Penalty: 885.313293
	Iteration 89Q: 3 clusters Score -1420150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1420161.000000 Penalty: 885.313293
	Iteration 90Q: 3 clusters Score -1420161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1420159.250000 Penalty: 885.313293
	Iteration 91Q: 3 clusters Score -1420159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1420161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1420162.250000 Penalty: 885.313293
	Iteration 93Q: 3 clusters Score -1420162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1420165 nChanged 18
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Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1420170.750000 Penalty: 885.313293
	Iteration 95Q: 3 clusters Score -1420171 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1420173 nChanged 16
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	Iteration 97Q: 3 clusters Score -1420170 nChanged 19
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Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1420180 nChanged 25
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Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1420185 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1420181.750000 Penalty: 885.313293
	Iteration 100F: 3 clusters Score -1420182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1420182 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1420181 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
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	Iteration 103Q: 3 clusters Score -1420186 nChanged 20
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Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 10532 members 
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	Iteration 104Q: 3 clusters Score -1420183 nChanged 14
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Mstep: Class 1 contains 6259 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1420184 nChanged 12
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Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1420188 nChanged 15
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Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1420186 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1420190 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1420184.625000 Penalty: 885.313293
	Iteration 109Q: 3 clusters Score -1420185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1420182 nChanged 6
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Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1420182 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1420183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1420183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1420186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1420187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1420185 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1420185.875000 Penalty: 885.313293
	Iteration 117Q: 3 clusters Score -1420186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1420189.625000 Penalty: 885.313293
	Iteration 118Q: 3 clusters Score -1420190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1420186.750000 Penalty: 885.313293
	Iteration 119Q: 3 clusters Score -1420187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1420187.000000 Penalty: 885.313293
	Iteration 120F: 3 clusters Score -1420187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1420192.875000 Penalty: 885.313293
	Iteration 121Q: 3 clusters Score -1420193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1420193.125000 Penalty: 885.313293
	Iteration 122Q: 3 clusters Score -1420193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1420193.875000 Penalty: 885.313293
	Iteration 123Q: 3 clusters Score -1420194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1420196.750000 Penalty: 885.313293
	Iteration 124Q: 3 clusters Score -1420197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1420196.125000 Penalty: 885.313293
	Iteration 125Q: 3 clusters Score -1420196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1420195.500000 Penalty: 885.313293
	Iteration 126Q: 3 clusters Score -1420196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1420197.750000 Penalty: 885.313293
	Iteration 127Q: 3 clusters Score -1420198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1420200.875000 Penalty: 885.313293
	Iteration 128Q: 3 clusters Score -1420201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1420201.125000 Penalty: 885.313293
	Iteration 129Q: 3 clusters Score -1420201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1420199.125000 Penalty: 885.313293
	Iteration 130Q: 3 clusters Score -1420199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1420203.500000 Penalty: 885.313293
	Iteration 131Q: 3 clusters Score -1420204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1420207.250000 Penalty: 885.313293
	Iteration 132Q: 3 clusters Score -1420207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1420202.625000 Penalty: 885.313293
	Iteration 133Q: 3 clusters Score -1420203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1420209.625000 Penalty: 885.313293
	Iteration 134Q: 3 clusters Score -1420210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1420214.000000 Penalty: 885.313293
	Iteration 135Q: 3 clusters Score -1420214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1420213.875000 Penalty: 885.313293
	Iteration 136Q: 3 clusters Score -1420214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1420214.750000 Penalty: 885.313293
	Iteration 137Q: 3 clusters Score -1420215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1420213.250000 Penalty: 885.313293
	Iteration 138Q: 3 clusters Score -1420213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1420211.875000 Penalty: 885.313293
	Iteration 139Q: 3 clusters Score -1420212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1420216.500000 Penalty: 885.313293
	Iteration 140F: 3 clusters Score -1420216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1420215.625000 Penalty: 885.313293
	Iteration 141Q: 3 clusters Score -1420216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1420215.250000 Penalty: 885.313293
	Iteration 142Q: 3 clusters Score -1420215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1420212.875000 Penalty: 885.313293
	Iteration 143Q: 3 clusters Score -1420213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1420214.000000 Penalty: 885.313293
	Iteration 144Q: 3 clusters Score -1420214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1420212.250000 Penalty: 885.313293
	Iteration 145Q: 3 clusters Score -1420212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1420212.375000 Penalty: 885.313293
	Iteration 146Q: 3 clusters Score -1420212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1420212.375000 Penalty: 885.313293
	Iteration 147F: 3 clusters Score -1420212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -59659.988281 Penalty: 315.292999
	Iteration 0F: 2 clusters Score -59659.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -58931.250000 Penalty: 630.585999
	Iteration 0F: 3 clusters Score -58931.25 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -59892.296875 Penalty: 630.585999
	Iteration 1F: 3 clusters Score -59892.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -60321.171875 Penalty: 630.585999
	Iteration 2F: 3 clusters Score -60321.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60371.230469 Penalty: 630.585999
	Iteration 3F: 3 clusters Score -60371.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -60392.613281 Penalty: 630.585999
	Iteration 4Q: 3 clusters Score -60392.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -60399.015625 Penalty: 630.585999
	Iteration 5Q: 3 clusters Score -60399.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -60411.105469 Penalty: 630.585999
	Iteration 6Q: 3 clusters Score -60411.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -60429.652344 Penalty: 630.585999
	Iteration 7Q: 3 clusters Score -60429.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -60451.812500 Penalty: 630.585999
	Iteration 8Q: 3 clusters Score -60451.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60471.718750 Penalty: 630.585999
	Iteration 9Q: 3 clusters Score -60471.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60482.691406 Penalty: 630.585999
	Iteration 10Q: 3 clusters Score -60482.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -60496.550781 Penalty: 630.585999
	Iteration 11Q: 3 clusters Score -60496.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -60519.773438 Penalty: 630.585999
	Iteration 12Q: 3 clusters Score -60519.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -60542.207031 Penalty: 630.585999
	Iteration 13Q: 3 clusters Score -60542.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -60585.753906 Penalty: 630.585999
	Iteration 14Q: 3 clusters Score -60585.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -60654.222656 Penalty: 630.585999
	Iteration 15Q: 3 clusters Score -60654.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -60697.914062 Penalty: 630.585999
	Iteration 16Q: 3 clusters Score -60697.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -60721.632812 Penalty: 630.585999
	Iteration 17Q: 3 clusters Score -60721.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -60756.464844 Penalty: 630.585999
	Iteration 18Q: 3 clusters Score -60756.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -60802.285156 Penalty: 630.585999
	Iteration 19Q: 3 clusters Score -60802.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -60858.265625 Penalty: 630.585999
	Iteration 20F: 3 clusters Score -60858.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -60913.207031 Penalty: 630.585999
	Iteration 21Q: 3 clusters Score -60913.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -60954.031250 Penalty: 630.585999
	Iteration 22Q: 3 clusters Score -60954.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -60976.742188 Penalty: 630.585999
	Iteration 23Q: 3 clusters Score -60976.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -60985.531250 Penalty: 630.585999
	Iteration 24Q: 3 clusters Score -60985.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61002.050781 Penalty: 630.585999
	Iteration 25Q: 3 clusters Score -61002.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -61015.542969 Penalty: 630.585999
	Iteration 26Q: 3 clusters Score -61015.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -61022.515625 Penalty: 630.585999
	Iteration 27Q: 3 clusters Score -61022.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -61026.332031 Penalty: 630.585999
	Iteration 28Q: 3 clusters Score -61026.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -61028.714844 Penalty: 630.585999
	Iteration 29Q: 3 clusters Score -61028.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61030.148438 Penalty: 630.585999
	Iteration 30Q: 3 clusters Score -61030.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -61030.148438 Penalty: 630.585999
	Iteration 31F: 3 clusters Score -61030.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Entering Unmasked Estep 
Score: -14095923.000000 Penalty: 37673.425781
Splitting cluster 12 changes total score from -14094059.000000 to -14095923.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -84432.781250 Penalty: 320.622437
	Iteration 0F: 2 clusters Score -84432.78 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 576 members 
Entering Unmasked Estep 
Score: -83523.328125 Penalty: 641.244873
	Iteration 0F: 3 clusters Score -83523.33 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83883.421875 Penalty: 641.244873
	Iteration 1F: 3 clusters Score -83883.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -84001.656250 Penalty: 641.244873
	Iteration 2F: 3 clusters Score -84001.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84095.078125 Penalty: 641.244873
	Iteration 3F: 3 clusters Score -84095.08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84142.523438 Penalty: 641.244873
	Iteration 4F: 3 clusters Score -84142.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -84183.328125 Penalty: 641.244873
	Iteration 5Q: 3 clusters Score -84183.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -84230.250000 Penalty: 641.244873
	Iteration 6Q: 3 clusters Score -84230.25 nChanged 46
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: -84261.132812 Penalty: 641.244873
	Iteration 7Q: 3 clusters Score -84261.13 nChanged 34
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: -84292.382812 Penalty: 641.244873
	Iteration 8Q: 3 clusters Score -84292.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -84327.085938 Penalty: 641.244873
	Iteration 9Q: 3 clusters Score -84327.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -84370.781250 Penalty: 641.244873
	Iteration 10Q: 3 clusters Score -84370.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -84398.046875 Penalty: 641.244873
	Iteration 11Q: 3 clusters Score -84398.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -84418.054688 Penalty: 641.244873
	Iteration 12Q: 3 clusters Score -84418.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -84427.320312 Penalty: 641.244873
	Iteration 13Q: 3 clusters Score -84427.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -84447.640625 Penalty: 641.244873
	Iteration 14Q: 3 clusters Score -84447.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -84464.453125 Penalty: 641.244873
	Iteration 15Q: 3 clusters Score -84464.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -84485.187500 Penalty: 641.244873
	Iteration 16Q: 3 clusters Score -84485.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84508.187500 Penalty: 641.244873
	Iteration 17Q: 3 clusters Score -84508.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -84571.398438 Penalty: 641.244873
	Iteration 18Q: 3 clusters Score -84571.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -84659.218750 Penalty: 641.244873
	Iteration 19Q: 3 clusters Score -84659.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -84807.679688 Penalty: 641.244873
	Iteration 20F: 3 clusters Score -84807.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -84852.531250 Penalty: 641.244873
	Iteration 21Q: 3 clusters Score -84852.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -84924.476562 Penalty: 641.244873
	Iteration 22Q: 3 clusters Score -84924.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -85031.460938 Penalty: 641.244873
	Iteration 23Q: 3 clusters Score -85031.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -85065.531250 Penalty: 641.244873
	Iteration 24Q: 3 clusters Score -85065.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85069.867188 Penalty: 641.244873
	Iteration 25Q: 3 clusters Score -85069.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -85071.898438 Penalty: 641.244873
	Iteration 26Q: 3 clusters Score -85071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -85072.851562 Penalty: 641.244873
	Iteration 27Q: 3 clusters Score -85072.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -85074.046875 Penalty: 641.244873
	Iteration 28Q: 3 clusters Score -85074.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -85074.726562 Penalty: 641.244873
	Iteration 29Q: 3 clusters Score -85074.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -85074.726562 Penalty: 641.244873
	Iteration 30F: 3 clusters Score -85074.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Entering Unmasked Estep 
Score: -14096337.000000 Penalty: 38235.714844
Splitting cluster 13 changes total score from -14094059.000000 to -14096337.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 14 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9896.239258 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9896.239 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 78 members 
Entering Unmasked Estep 
Score: -9637.000000 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9730.261719 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9730.262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9758.945312 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9758.945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9768.577148 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9768.577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9772.644531 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9772.645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9772.644531 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -9772.645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -17207.576172 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -17207.58 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 151 members 
Entering Unmasked Estep 
Score: -16867.324219 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -16867.32 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17007.246094 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -17007.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17054.800781 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -17054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17080.054688 Penalty: 521.143127
	Iteration 3F: 3 clusters Score -17080.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17098.681641 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -17098.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17110.888672 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -17110.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17120.574219 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -17120.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17123.154297 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -17123.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17124.376953 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -17124.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17127.005859 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -17127.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17129.818359 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -17129.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17132.748047 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -17132.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17136.865234 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -17136.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17139.312500 Penalty: 521.143127
	Iteration 13Q: 3 clusters Score -17139.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17139.312500 Penalty: 521.143127
	Iteration 14F: 3 clusters Score -17139.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -34766.621094 Penalty: 307.387482
	Iteration 0F: 2 clusters Score -34766.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34052.804688 Penalty: 614.774963
	Iteration 0F: 3 clusters Score -34052.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34464.316406 Penalty: 614.774963
	Iteration 1F: 3 clusters Score -34464.32 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34654.390625 Penalty: 614.774963
	Iteration 2F: 3 clusters Score -34654.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34771.628906 Penalty: 614.774963
	Iteration 3F: 3 clusters Score -34771.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34811.714844 Penalty: 614.774963
	Iteration 4Q: 3 clusters Score -34811.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34823.464844 Penalty: 614.774963
	Iteration 5Q: 3 clusters Score -34823.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34827.550781 Penalty: 614.774963
	Iteration 6Q: 3 clusters Score -34827.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34828.460938 Penalty: 614.774963
	Iteration 7Q: 3 clusters Score -34828.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34829.480469 Penalty: 614.774963
	Iteration 8Q: 3 clusters Score -34829.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34831.742188 Penalty: 614.774963
	Iteration 9Q: 3 clusters Score -34831.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34834.359375 Penalty: 614.774963
	Iteration 10Q: 3 clusters Score -34834.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34836.585938 Penalty: 614.774963
	Iteration 11Q: 3 clusters Score -34836.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34840.589844 Penalty: 614.774963
	Iteration 12Q: 3 clusters Score -34840.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34843.730469 Penalty: 614.774963
	Iteration 13Q: 3 clusters Score -34843.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34845.265625 Penalty: 614.774963
	Iteration 14Q: 3 clusters Score -34845.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34845.265625 Penalty: 614.774963
	Iteration 15F: 3 clusters Score -34845.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Entering Unmasked Estep 
Score: -14096165.000000 Penalty: 38798.007812
Splitting cluster 16 changes total score from -14094059.000000 to -14096165.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 17 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -34012.796875 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -34012.8 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 263 members 
Entering Unmasked Estep 
Score: -33482.398438 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -33482.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33635.566406 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -33635.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33696.402344 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -33696.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33755.242188 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -33755.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33791.914062 Penalty: 574.862000
	Iteration 4F: 3 clusters Score -33791.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33816.601562 Penalty: 574.862000
	Iteration 5Q: 3 clusters Score -33816.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33830.875000 Penalty: 574.862000
	Iteration 6Q: 3 clusters Score -33830.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33854.398438 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -33854.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33865.796875 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -33865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33882.445312 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -33882.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33896.902344 Penalty: 574.862000
	Iteration 10Q: 3 clusters Score -33896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33901.734375 Penalty: 574.862000
	Iteration 11Q: 3 clusters Score -33901.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33904.128906 Penalty: 574.862000
	Iteration 12Q: 3 clusters Score -33904.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33905.105469 Penalty: 574.862000
	Iteration 13Q: 3 clusters Score -33905.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33905.363281 Penalty: 574.862000
	Iteration 14Q: 3 clusters Score -33905.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33905.363281 Penalty: 574.862000
	Iteration 15F: 3 clusters Score -33905.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10766.638672 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10766.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10489.750977 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10489.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10571.513672 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10571.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10601.198242 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10601.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10630.042969 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10630.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10640.288086 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10640.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10646.734375 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10646.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10649.037109 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -10649.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10651.232422 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -10651.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10653.248047 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -10653.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10656.035156 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -10656.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10656.884766 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -10656.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10658.686523 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -10658.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10660.064453 Penalty: 477.479187
	Iteration 12Q: 3 clusters Score -10660.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10660.376953 Penalty: 477.479187
	Iteration 13Q: 3 clusters Score -10660.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10660.376953 Penalty: 477.479187
	Iteration 14F: 3 clusters Score -10660.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -12039.421875 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -12039.42 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 139 members 
Entering Unmasked Estep 
Score: -11808.109375 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -11808.11 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12304.767578 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -12304.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12813.319336 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -12813.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13139.809570 Penalty: 513.090271
	Iteration 3Q: 3 clusters Score -13139.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13141.646484 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -13141.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13141.646484 Penalty: 513.090271
	Iteration 5F: 3 clusters Score -13141.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Entering Unmasked Estep 
Score: -14096963.000000 Penalty: 39360.296875
Splitting cluster 19 changes total score from -14094059.000000 to -14096963.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 20 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2301.643066 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2301.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2174.263672 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2174.264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2213.168945 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2213.169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -60272.261719 Penalty: 318.349030
	Iteration 0F: 2 clusters Score -60272.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59401.710938 Penalty: 636.698059
	Iteration 0F: 3 clusters Score -59401.71 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -59703.800781 Penalty: 636.698059
	Iteration 1F: 3 clusters Score -59703.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -59821.972656 Penalty: 636.698059
	Iteration 2F: 3 clusters Score -59821.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -59901.230469 Penalty: 636.698059
	Iteration 3F: 3 clusters Score -59901.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -59961.898438 Penalty: 636.698059
	Iteration 4F: 3 clusters Score -59961.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -60007.097656 Penalty: 636.698059
	Iteration 5F: 3 clusters Score -60007.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -60025.832031 Penalty: 636.698059
	Iteration 6Q: 3 clusters Score -60025.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -60051.636719 Penalty: 636.698059
	Iteration 7Q: 3 clusters Score -60051.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -60073.710938 Penalty: 636.698059
	Iteration 8Q: 3 clusters Score -60073.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -60083.300781 Penalty: 636.698059
	Iteration 9Q: 3 clusters Score -60083.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -60088.039062 Penalty: 636.698059
	Iteration 10Q: 3 clusters Score -60088.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -60091.519531 Penalty: 636.698059
	Iteration 11Q: 3 clusters Score -60091.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -60095.269531 Penalty: 636.698059
	Iteration 12Q: 3 clusters Score -60095.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -60099.210938 Penalty: 636.698059
	Iteration 13Q: 3 clusters Score -60099.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -60100.824219 Penalty: 636.698059
	Iteration 14Q: 3 clusters Score -60100.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -60103.339844 Penalty: 636.698059
	Iteration 15Q: 3 clusters Score -60103.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -60103.800781 Penalty: 636.698059
	Iteration 16Q: 3 clusters Score -60103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -60104.066406 Penalty: 636.698059
	Iteration 17Q: 3 clusters Score -60104.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -60104.890625 Penalty: 636.698059
	Iteration 18Q: 3 clusters Score -60104.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -60106.789062 Penalty: 636.698059
	Iteration 19Q: 3 clusters Score -60106.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -60108.449219 Penalty: 636.698059
	Iteration 20F: 3 clusters Score -60108.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60110.902344 Penalty: 636.698059
	Iteration 21Q: 3 clusters Score -60110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -60116.492188 Penalty: 636.698059
	Iteration 22Q: 3 clusters Score -60116.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -60120.718750 Penalty: 636.698059
	Iteration 23Q: 3 clusters Score -60120.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -60127.414062 Penalty: 636.698059
	Iteration 24Q: 3 clusters Score -60127.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -60134.679688 Penalty: 636.698059
	Iteration 25Q: 3 clusters Score -60134.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -60137.738281 Penalty: 636.698059
	Iteration 26Q: 3 clusters Score -60137.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -60138.566406 Penalty: 636.698059
	Iteration 27Q: 3 clusters Score -60138.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -60138.542969 Penalty: 636.698059
	Iteration 28Q: 3 clusters Score -60138.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -60138.542969 Penalty: 636.698059
	Iteration 29F: 3 clusters Score -60138.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -34159.765625 Penalty: 294.632202
	Iteration 0F: 2 clusters Score -34159.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33594.042969 Penalty: 589.264404
	Iteration 0F: 3 clusters Score -33594.04 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33772.847656 Penalty: 589.264404
	Iteration 1F: 3 clusters Score -33772.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33874.453125 Penalty: 589.264404
	Iteration 2F: 3 clusters Score -33874.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -33972.636719 Penalty: 589.264404
	Iteration 3F: 3 clusters Score -33972.64 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -34078.531250 Penalty: 589.264404
	Iteration 4F: 3 clusters Score -34078.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34202.667969 Penalty: 589.264404
	Iteration 5F: 3 clusters Score -34202.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34345.019531 Penalty: 589.264404
	Iteration 6F: 3 clusters Score -34345.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -34395.089844 Penalty: 589.264404
	Iteration 7Q: 3 clusters Score -34395.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -34410.804688 Penalty: 589.264404
	Iteration 8Q: 3 clusters Score -34410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -34419.308594 Penalty: 589.264404
	Iteration 9Q: 3 clusters Score -34419.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -34435.632812 Penalty: 589.264404
	Iteration 10Q: 3 clusters Score -34435.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -34445.460938 Penalty: 589.264404
	Iteration 11Q: 3 clusters Score -34445.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -34466.914062 Penalty: 589.264404
	Iteration 12Q: 3 clusters Score -34466.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -34489.503906 Penalty: 589.264404
	Iteration 13Q: 3 clusters Score -34489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -34531.191406 Penalty: 589.264404
	Iteration 14Q: 3 clusters Score -34531.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -34534.082031 Penalty: 589.264404
	Iteration 15Q: 3 clusters Score -34534.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -34536.156250 Penalty: 589.264404
	Iteration 16Q: 3 clusters Score -34536.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -34536.156250 Penalty: 589.264404
	Iteration 17F: 3 clusters Score -34536.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 119402 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Entering Unmasked Estep 
Score: -14097065.000000 Penalty: 39922.585938
Splitting cluster 22 changes total score from -14094059.000000 to -14097065.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 23 (119402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Entering Unmasked Estep 
Score: -7392205.000000 Penalty: 531.906433
	Iteration 0F: 2 clusters Score -7392205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -7318230.000000 Penalty: 1063.812866
	Iteration 0F: 3 clusters Score -7318230 nChanged 58128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 64751 members 
Entering Unmasked Estep 
Score: -7354500.000000 Penalty: 1063.812866
	Iteration 1F: 3 clusters Score -7354500 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -7358062.000000 Penalty: 1063.812866
	Iteration 2F: 3 clusters Score -7358062 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -7363403.000000 Penalty: 1063.812866
	Iteration 3F: 3 clusters Score -7363403 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -7370011.500000 Penalty: 1063.812866
	Iteration 4F: 3 clusters Score -7370012 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -7375800.000000 Penalty: 1063.812866
	Iteration 5F: 3 clusters Score -7375800 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -7379059.000000 Penalty: 1063.812866
	Iteration 6F: 3 clusters Score -7379059 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -7380389.000000 Penalty: 1063.812866
	Iteration 7Q: 3 clusters Score -7380389 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -7381314.000000 Penalty: 1063.812866
	Iteration 8Q: 3 clusters Score -7381314 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 89263 members 
Entering Unmasked Estep 
Score: -7382113.000000 Penalty: 1063.812866
	Iteration 9Q: 3 clusters Score -7382113 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 91896 members 
Entering Unmasked Estep 
Score: -7382900.500000 Penalty: 1063.812866
	Iteration 10Q: 3 clusters Score -7382900 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 94698 members 
Entering Unmasked Estep 
Score: -7383669.500000 Penalty: 1063.812866
	Iteration 11Q: 3 clusters Score -7383670 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -7384528.000000 Penalty: 1063.812866
	Iteration 12Q: 3 clusters Score -7384528 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -7385489.000000 Penalty: 1063.812866
	Iteration 13Q: 3 clusters Score -7385489 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -7386375.000000 Penalty: 1063.812866
	Iteration 14Q: 3 clusters Score -7386375 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -7387361.500000 Penalty: 1063.812866
	Iteration 15Q: 3 clusters Score -7387362 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -7388302.500000 Penalty: 1063.812866
	Iteration 16Q: 3 clusters Score -7388302 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -7389161.000000 Penalty: 1063.812866
	Iteration 17Q: 3 clusters Score -7389161 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -7389823.000000 Penalty: 1063.812866
	Iteration 18Q: 3 clusters Score -7389823 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 113734 members 
Entering Unmasked Estep 
Score: -7390437.500000 Penalty: 1063.812866
	Iteration 19Q: 3 clusters Score -7390438 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -7390929.500000 Penalty: 1063.812866
	Iteration 20F: 3 clusters Score -7390930 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 115413 members 
Entering Unmasked Estep 
Score: -7391359.000000 Penalty: 1063.812866
	Iteration 21Q: 3 clusters Score -7391359 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -7391666.000000 Penalty: 1063.812866
	Iteration 22Q: 3 clusters Score -7391666 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 116230 members 
Entering Unmasked Estep 
Score: -7391923.000000 Penalty: 1063.812866
	Iteration 23Q: 3 clusters Score -7391923 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 116443 members 
Entering Unmasked Estep 
Score: -7392116.000000 Penalty: 1063.812866
	Iteration 24Q: 3 clusters Score -7392116 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 116572 members 
Entering Unmasked Estep 
Score: -7392216.000000 Penalty: 1063.812866
	Iteration 25Q: 3 clusters Score -7392216 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -7392296.000000 Penalty: 1063.812866
	Iteration 26Q: 3 clusters Score -7392296 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 116754 members 
Entering Unmasked Estep 
Score: -7392351.500000 Penalty: 1063.812866
	Iteration 27Q: 3 clusters Score -7392352 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 116800 members 
Entering Unmasked Estep 
Score: -7392421.500000 Penalty: 1063.812866
	Iteration 28Q: 3 clusters Score -7392422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -7392416.000000 Penalty: 1063.812866
	Iteration 29Q: 3 clusters Score -7392416 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 116931 members 
Entering Unmasked Estep 
Score: -7392431.500000 Penalty: 1063.812866
	Iteration 30Q: 3 clusters Score -7392432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 117000 members 
Entering Unmasked Estep 
Score: -7392440.000000 Penalty: 1063.812866
	Iteration 31Q: 3 clusters Score -7392440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -7392468.500000 Penalty: 1063.812866
	Iteration 32Q: 3 clusters Score -7392468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 117109 members 
Entering Unmasked Estep 
Score: -7392505.500000 Penalty: 1063.812866
	Iteration 33Q: 3 clusters Score -7392506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -7392512.000000 Penalty: 1063.812866
	Iteration 34Q: 3 clusters Score -7392512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -7392527.500000 Penalty: 1063.812866
	Iteration 35Q: 3 clusters Score -7392528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -7392530.000000 Penalty: 1063.812866
	Iteration 36Q: 3 clusters Score -7392530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 117250 members 
Entering Unmasked Estep 
Score: -7392533.500000 Penalty: 1063.812866
	Iteration 37Q: 3 clusters Score -7392534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -7392525.500000 Penalty: 1063.812866
	Iteration 38Q: 3 clusters Score -7392526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -7392531.000000 Penalty: 1063.812866
	Iteration 39Q: 3 clusters Score -7392531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -7392570.500000 Penalty: 1063.812866
	Iteration 40F: 3 clusters Score -7392570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -7392594.500000 Penalty: 1063.812866
	Iteration 41Q: 3 clusters Score -7392594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -7392623.500000 Penalty: 1063.812866
	Iteration 42Q: 3 clusters Score -7392624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -7392617.000000 Penalty: 1063.812866
	Iteration 43Q: 3 clusters Score -7392617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -7392612.500000 Penalty: 1063.812866
	Iteration 44Q: 3 clusters Score -7392612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -7392602.000000 Penalty: 1063.812866
	Iteration 45Q: 3 clusters Score -7392602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 117235 members 
Entering Unmasked Estep 
Score: -7392595.000000 Penalty: 1063.812866
	Iteration 46Q: 3 clusters Score -7392595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 117226 members 
Entering Unmasked Estep 
Score: -7392600.500000 Penalty: 1063.812866
	Iteration 47Q: 3 clusters Score -7392600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 117221 members 
Entering Unmasked Estep 
Score: -7392603.000000 Penalty: 1063.812866
	Iteration 48Q: 3 clusters Score -7392603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 117220 members 
Entering Unmasked Estep 
Score: -7392607.500000 Penalty: 1063.812866
	Iteration 49Q: 3 clusters Score -7392608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -7392609.500000 Penalty: 1063.812866
	Iteration 50Q: 3 clusters Score -7392610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 117202 members 
Entering Unmasked Estep 
Score: -7392612.500000 Penalty: 1063.812866
	Iteration 51Q: 3 clusters Score -7392612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
Score: -7392618.500000 Penalty: 1063.812866
	Iteration 52Q: 3 clusters Score -7392618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 117179 members 
Entering Unmasked Estep 
Score: -7392624.000000 Penalty: 1063.812866
	Iteration 53Q: 3 clusters Score -7392624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -7392619.500000 Penalty: 1063.812866
	Iteration 54Q: 3 clusters Score -7392620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 117169 members 
Entering Unmasked Estep 
Score: -7392614.000000 Penalty: 1063.812866
	Iteration 55Q: 3 clusters Score -7392614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 117170 members 
Entering Unmasked Estep 
Score: -7392621.000000 Penalty: 1063.812866
	Iteration 56Q: 3 clusters Score -7392621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 117172 members 
Entering Unmasked Estep 
Score: -7392624.500000 Penalty: 1063.812866
	Iteration 57Q: 3 clusters Score -7392624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 117172 members 
Entering Unmasked Estep 
Score: -7392623.000000 Penalty: 1063.812866
	Iteration 58Q: 3 clusters Score -7392623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -7392622.500000 Penalty: 1063.812866
	Iteration 59Q: 3 clusters Score -7392622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -7392622.500000 Penalty: 1063.812866
	Iteration 60F: 3 clusters Score -7392622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Entering Unmasked Estep 
Score: -14097536.000000 Penalty: 40484.875000
Splitting cluster 23 changes total score from -14094059.000000 to -14097536.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 24 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -27985.392578 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -27985.39 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 257 members 
Entering Unmasked Estep 
Score: -27510.699219 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -27510.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27684.625000 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -27684.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27748.814453 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -27748.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27801.169922 Penalty: 572.364136
	Iteration 3Q: 3 clusters Score -27801.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27854.777344 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -27854.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27911.433594 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -27911.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27930.486328 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -27930.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27942.820312 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -27942.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27953.566406 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -27953.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27962.939453 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -27962.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27967.658203 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -27967.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27969.339844 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -27969.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27971.453125 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -27971.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27971.853516 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -27971.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27971.853516 Penalty: 572.364136
	Iteration 14F: 3 clusters Score -27971.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -47696.523438 Penalty: 307.493286
	Iteration 0F: 2 clusters Score -47696.52 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 431 members 
Entering Unmasked Estep 
Score: -46997.082031 Penalty: 614.986572
	Iteration 0F: 3 clusters Score -46997.08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47274.945312 Penalty: 614.986572
	Iteration 1F: 3 clusters Score -47274.95 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47384.824219 Penalty: 614.986572
	Iteration 2F: 3 clusters Score -47384.82 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47462.187500 Penalty: 614.986572
	Iteration 3F: 3 clusters Score -47462.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47525.851562 Penalty: 614.986572
	Iteration 4F: 3 clusters Score -47525.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47562.937500 Penalty: 614.986572
	Iteration 5F: 3 clusters Score -47562.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47590.460938 Penalty: 614.986572
	Iteration 6Q: 3 clusters Score -47590.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47607.289062 Penalty: 614.986572
	Iteration 7Q: 3 clusters Score -47607.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47618.070312 Penalty: 614.986572
	Iteration 8Q: 3 clusters Score -47618.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47624.160156 Penalty: 614.986572
	Iteration 9Q: 3 clusters Score -47624.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47627.371094 Penalty: 614.986572
	Iteration 10Q: 3 clusters Score -47627.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47629.542969 Penalty: 614.986572
	Iteration 11Q: 3 clusters Score -47629.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47631.433594 Penalty: 614.986572
	Iteration 12Q: 3 clusters Score -47631.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47631.800781 Penalty: 614.986572
	Iteration 13Q: 3 clusters Score -47631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47631.800781 Penalty: 614.986572
	Iteration 14F: 3 clusters Score -47631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -49224.941406 Penalty: 305.217834
	Iteration 0F: 2 clusters Score -49224.94 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 405 members 
Entering Unmasked Estep 
Score: -48540.281250 Penalty: 610.435669
	Iteration 0F: 3 clusters Score -48540.28 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -48768.210938 Penalty: 610.435669
	Iteration 1F: 3 clusters Score -48768.21 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48823.753906 Penalty: 610.435669
	Iteration 2F: 3 clusters Score -48823.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48855.347656 Penalty: 610.435669
	Iteration 3F: 3 clusters Score -48855.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48877.390625 Penalty: 610.435669
	Iteration 4Q: 3 clusters Score -48877.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48897.597656 Penalty: 610.435669
	Iteration 5Q: 3 clusters Score -48897.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48923.859375 Penalty: 610.435669
	Iteration 6Q: 3 clusters Score -48923.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48943.785156 Penalty: 610.435669
	Iteration 7Q: 3 clusters Score -48943.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48959.492188 Penalty: 610.435669
	Iteration 8Q: 3 clusters Score -48959.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48975.449219 Penalty: 610.435669
	Iteration 9Q: 3 clusters Score -48975.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48988.808594 Penalty: 610.435669
	Iteration 10Q: 3 clusters Score -48988.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49006.511719 Penalty: 610.435669
	Iteration 11Q: 3 clusters Score -49006.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49020.312500 Penalty: 610.435669
	Iteration 12Q: 3 clusters Score -49020.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49030.566406 Penalty: 610.435669
	Iteration 13Q: 3 clusters Score -49030.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49048.449219 Penalty: 610.435669
	Iteration 14Q: 3 clusters Score -49048.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49080.503906 Penalty: 610.435669
	Iteration 15Q: 3 clusters Score -49080.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49109.996094 Penalty: 610.435669
	Iteration 16Q: 3 clusters Score -49110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49145.976562 Penalty: 610.435669
	Iteration 17Q: 3 clusters Score -49145.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49174.562500 Penalty: 610.435669
	Iteration 18Q: 3 clusters Score -49174.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49191.277344 Penalty: 610.435669
	Iteration 19Q: 3 clusters Score -49191.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49210.675781 Penalty: 610.435669
	Iteration 20F: 3 clusters Score -49210.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49216.570312 Penalty: 610.435669
	Iteration 21Q: 3 clusters Score -49216.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -49216.937500 Penalty: 610.435669
	Iteration 22Q: 3 clusters Score -49216.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -49216.937500 Penalty: 610.435669
	Iteration 23F: 3 clusters Score -49216.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -118358.109375 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -118358.1 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 955 members 
Entering Unmasked Estep 
Score: -116938.328125 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -116938.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -117441.578125 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -117441.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -117518.187500 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -117518.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117592.687500 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -117592.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117663.953125 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -117664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117732.312500 Penalty: 689.611267
	Iteration 5F: 3 clusters Score -117732.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117813.796875 Penalty: 689.611267
	Iteration 6F: 3 clusters Score -117813.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117883.375000 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -117883.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117949.843750 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -117949.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117988.203125 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -117988.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118029.742188 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -118029.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118043.726562 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -118043.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118053.796875 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -118053.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118062.273438 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -118062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118065.492188 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -118065.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118068.843750 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -118068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118071.531250 Penalty: 689.611267
	Iteration 16Q: 3 clusters Score -118071.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118075.039062 Penalty: 689.611267
	Iteration 17Q: 3 clusters Score -118075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118076.734375 Penalty: 689.611267
	Iteration 18Q: 3 clusters Score -118076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118076.867188 Penalty: 689.611267
	Iteration 19Q: 3 clusters Score -118076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118076.820312 Penalty: 689.611267
	Iteration 20F: 3 clusters Score -118076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118077.179688 Penalty: 689.611267
	Iteration 21Q: 3 clusters Score -118077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118077.039062 Penalty: 689.611267
	Iteration 22Q: 3 clusters Score -118077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118077.039062 Penalty: 689.611267
	Iteration 23F: 3 clusters Score -118077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -41324.703125 Penalty: 296.486786
	Iteration 0F: 2 clusters Score -41324.7 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 324 members 
Entering Unmasked Estep 
Score: -40712.648438 Penalty: 592.973572
	Iteration 0F: 3 clusters Score -40712.65 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40854.195312 Penalty: 592.973572
	Iteration 1F: 3 clusters Score -40854.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40894.437500 Penalty: 592.973572
	Iteration 2F: 3 clusters Score -40894.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -40916.132812 Penalty: 592.973572
	Iteration 3Q: 3 clusters Score -40916.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40925.382812 Penalty: 592.973572
	Iteration 4Q: 3 clusters Score -40925.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40932.871094 Penalty: 592.973572
	Iteration 5Q: 3 clusters Score -40932.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40939.898438 Penalty: 592.973572
	Iteration 6Q: 3 clusters Score -40939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40943.585938 Penalty: 592.973572
	Iteration 7Q: 3 clusters Score -40943.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40947.195312 Penalty: 592.973572
	Iteration 8Q: 3 clusters Score -40947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40949.269531 Penalty: 592.973572
	Iteration 9Q: 3 clusters Score -40949.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40951.476562 Penalty: 592.973572
	Iteration 10Q: 3 clusters Score -40951.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40952.773438 Penalty: 592.973572
	Iteration 11Q: 3 clusters Score -40952.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40954.761719 Penalty: 592.973572
	Iteration 12Q: 3 clusters Score -40954.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40955.660156 Penalty: 592.973572
	Iteration 13Q: 3 clusters Score -40955.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40957.085938 Penalty: 592.973572
	Iteration 14Q: 3 clusters Score -40957.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40958.324219 Penalty: 592.973572
	Iteration 15Q: 3 clusters Score -40958.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40961.089844 Penalty: 592.973572
	Iteration 16Q: 3 clusters Score -40961.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40965.343750 Penalty: 592.973572
	Iteration 17Q: 3 clusters Score -40965.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40969.015625 Penalty: 592.973572
	Iteration 18Q: 3 clusters Score -40969.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40975.953125 Penalty: 592.973572
	Iteration 19Q: 3 clusters Score -40975.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40987.281250 Penalty: 592.973572
	Iteration 20F: 3 clusters Score -40987.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40998.214844 Penalty: 592.973572
	Iteration 21Q: 3 clusters Score -40998.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41014.921875 Penalty: 592.973572
	Iteration 22Q: 3 clusters Score -41014.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41030.207031 Penalty: 592.973572
	Iteration 23Q: 3 clusters Score -41030.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41034.269531 Penalty: 592.973572
	Iteration 24Q: 3 clusters Score -41034.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -41037.242188 Penalty: 592.973572
	Iteration 25Q: 3 clusters Score -41037.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41040.414062 Penalty: 592.973572
	Iteration 26Q: 3 clusters Score -41040.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -41045.863281 Penalty: 592.973572
	Iteration 27Q: 3 clusters Score -41045.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -41049.429688 Penalty: 592.973572
	Iteration 28Q: 3 clusters Score -41049.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -41049.734375 Penalty: 592.973572
	Iteration 29Q: 3 clusters Score -41049.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -41049.734375 Penalty: 592.973572
	Iteration 30F: 3 clusters Score -41049.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -86075.750000 Penalty: 332.477692
	Iteration 0F: 2 clusters Score -86075.75 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 778 members 
Entering Unmasked Estep 
Score: -84946.812500 Penalty: 664.955383
	Iteration 0F: 3 clusters Score -84946.81 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -85336.500000 Penalty: 664.955383
	Iteration 1F: 3 clusters Score -85336.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -85408.359375 Penalty: 664.955383
	Iteration 2F: 3 clusters Score -85408.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -85447.007812 Penalty: 664.955383
	Iteration 3Q: 3 clusters Score -85447.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -85476.460938 Penalty: 664.955383
	Iteration 4Q: 3 clusters Score -85476.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -85518.554688 Penalty: 664.955383
	Iteration 5Q: 3 clusters Score -85518.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -85560.515625 Penalty: 664.955383
	Iteration 6Q: 3 clusters Score -85560.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -85599.601562 Penalty: 664.955383
	Iteration 7Q: 3 clusters Score -85599.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -85640.687500 Penalty: 664.955383
	Iteration 8Q: 3 clusters Score -85640.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -85708.601562 Penalty: 664.955383
	Iteration 9Q: 3 clusters Score -85708.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -85783.914062 Penalty: 664.955383
	Iteration 10Q: 3 clusters Score -85783.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -85828.015625 Penalty: 664.955383
	Iteration 11Q: 3 clusters Score -85828.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -85863.140625 Penalty: 664.955383
	Iteration 12Q: 3 clusters Score -85863.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -85875.820312 Penalty: 664.955383
	Iteration 13Q: 3 clusters Score -85875.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -85890.953125 Penalty: 664.955383
	Iteration 14Q: 3 clusters Score -85890.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -85904.742188 Penalty: 664.955383
	Iteration 15Q: 3 clusters Score -85904.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -85910.679688 Penalty: 664.955383
	Iteration 16Q: 3 clusters Score -85910.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -85912.085938 Penalty: 664.955383
	Iteration 17Q: 3 clusters Score -85912.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -85918.523438 Penalty: 664.955383
	Iteration 18F: 3 clusters Score -85918.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -85924.804688 Penalty: 664.955383
	Iteration 19Q: 3 clusters Score -85924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -85928.046875 Penalty: 664.955383
	Iteration 20F: 3 clusters Score -85928.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -85929.859375 Penalty: 664.955383
	Iteration 21Q: 3 clusters Score -85929.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -85932.070312 Penalty: 664.955383
	Iteration 22Q: 3 clusters Score -85932.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -85932.070312 Penalty: 664.955383
	Iteration 23F: 3 clusters Score -85932.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -126399.468750 Penalty: 337.005341
	Iteration 0F: 2 clusters Score -126399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -125194.492188 Penalty: 674.010681
	Iteration 0F: 3 clusters Score -125194.5 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125798.007812 Penalty: 674.010681
	Iteration 1F: 3 clusters Score -125798 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -126061.734375 Penalty: 674.010681
	Iteration 2F: 3 clusters Score -126061.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -126280.250000 Penalty: 674.010681
	Iteration 3F: 3 clusters Score -126280.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -126500.562500 Penalty: 674.010681
	Iteration 4F: 3 clusters Score -126500.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -126552.523438 Penalty: 674.010681
	Iteration 5Q: 3 clusters Score -126552.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -126576.406250 Penalty: 674.010681
	Iteration 6Q: 3 clusters Score -126576.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -126597.375000 Penalty: 674.010681
	Iteration 7Q: 3 clusters Score -126597.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126614.046875 Penalty: 674.010681
	Iteration 8Q: 3 clusters Score -126614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -126630.054688 Penalty: 674.010681
	Iteration 9Q: 3 clusters Score -126630.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -126640.648438 Penalty: 674.010681
	Iteration 10Q: 3 clusters Score -126640.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -126654.648438 Penalty: 674.010681
	Iteration 11Q: 3 clusters Score -126654.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -126668.281250 Penalty: 674.010681
	Iteration 12Q: 3 clusters Score -126668.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -126682.265625 Penalty: 674.010681
	Iteration 13Q: 3 clusters Score -126682.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -126701.914062 Penalty: 674.010681
	Iteration 14Q: 3 clusters Score -126701.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -126738.765625 Penalty: 674.010681
	Iteration 15Q: 3 clusters Score -126738.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -126788.234375 Penalty: 674.010681
	Iteration 16Q: 3 clusters Score -126788.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -126818.921875 Penalty: 674.010681
	Iteration 17Q: 3 clusters Score -126818.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -126837.609375 Penalty: 674.010681
	Iteration 18Q: 3 clusters Score -126837.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -126842.531250 Penalty: 674.010681
	Iteration 19Q: 3 clusters Score -126842.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -126845.421875 Penalty: 674.010681
	Iteration 20F: 3 clusters Score -126845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -126846.640625 Penalty: 674.010681
	Iteration 21Q: 3 clusters Score -126846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -126846.640625 Penalty: 674.010681
	Iteration 22Q: 3 clusters Score -126846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -126847.117188 Penalty: 674.010681
	Iteration 23Q: 3 clusters Score -126847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -126847.687500 Penalty: 674.010681
	Iteration 24Q: 3 clusters Score -126847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -126847.687500 Penalty: 674.010681
	Iteration 25F: 3 clusters Score -126847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Entering Unmasked Estep 
Score: -14097757.000000 Penalty: 41047.167969
Splitting cluster 30 changes total score from -14094059.000000 to -14097757.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 31 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -27395.306641 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -27395.31 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 217 members 
Entering Unmasked Estep 
Score: -26982.636719 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -26982.64 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27280.013672 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -27280.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27482.099609 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -27482.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27624.562500 Penalty: 550.740112
	Iteration 3F: 3 clusters Score -27624.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27760.382812 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -27760.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27951.179688 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -27951.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28057.078125 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -28057.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28063.855469 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -28063.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28065.990234 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -28065.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28065.990234 Penalty: 550.740112
	Iteration 9F: 3 clusters Score -28065.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Entering Unmasked Estep 
Score: -14098142.000000 Penalty: 41609.457031
Splitting cluster 31 changes total score from -14094059.000000 to -14098142.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 32 (1241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Entering Unmasked Estep 
Score: -85335.812500 Penalty: 324.127106
	Iteration 0F: 2 clusters Score -85335.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -84410.812500 Penalty: 648.254211
	Iteration 0F: 3 clusters Score -84410.81 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -84820.546875 Penalty: 648.254211
	Iteration 1F: 3 clusters Score -84820.55 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84965.578125 Penalty: 648.254211
	Iteration 2F: 3 clusters Score -84965.58 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -85137.093750 Penalty: 648.254211
	Iteration 3F: 3 clusters Score -85137.09 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85351.335938 Penalty: 648.254211
	Iteration 4F: 3 clusters Score -85351.34 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85555.992188 Penalty: 648.254211
	Iteration 5F: 3 clusters Score -85555.99 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -85697.750000 Penalty: 648.254211
	Iteration 6F: 3 clusters Score -85697.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -85759.640625 Penalty: 648.254211
	Iteration 7Q: 3 clusters Score -85759.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -85796.039062 Penalty: 648.254211
	Iteration 8Q: 3 clusters Score -85796.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -85826.007812 Penalty: 648.254211
	Iteration 9Q: 3 clusters Score -85826.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85845.320312 Penalty: 648.254211
	Iteration 10Q: 3 clusters Score -85845.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -85860.140625 Penalty: 648.254211
	Iteration 11Q: 3 clusters Score -85860.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -85867.109375 Penalty: 648.254211
	Iteration 12Q: 3 clusters Score -85867.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -85885.960938 Penalty: 648.254211
	Iteration 13Q: 3 clusters Score -85885.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -85901.812500 Penalty: 648.254211
	Iteration 14Q: 3 clusters Score -85901.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -85906.734375 Penalty: 648.254211
	Iteration 15Q: 3 clusters Score -85906.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -85907.492188 Penalty: 648.254211
	Iteration 16Q: 3 clusters Score -85907.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -85908.046875 Penalty: 648.254211
	Iteration 17Q: 3 clusters Score -85908.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -85908.210938 Penalty: 648.254211
	Iteration 18Q: 3 clusters Score -85908.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -85908.210938 Penalty: 648.254211
	Iteration 19F: 3 clusters Score -85908.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 281 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Entering Unmasked Estep 
Score: -14098485.000000 Penalty: 42171.746094
Splitting cluster 32 changes total score from -14094059.000000 to -14098485.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 34 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3065.178711 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3065.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2899.457031 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2899.457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2923.020020 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2923.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2934.732910 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -2934.733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2938.801270 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -2938.801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2938.801270 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -2938.801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -13337.529297 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -13337.53 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 156 members 
Entering Unmasked Estep 
Score: -13030.768555 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -13030.77 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13233.000977 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -13233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13312.344727 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -13312.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13361.901367 Penalty: 513.090271
	Iteration 3F: 3 clusters Score -13361.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13399.491211 Penalty: 513.090271
	Iteration 4F: 3 clusters Score -13399.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13415.626953 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -13415.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13429.117188 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -13429.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13445.151367 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -13445.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13456.824219 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -13456.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13467.797852 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -13467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13471.114258 Penalty: 513.090271
	Iteration 10Q: 3 clusters Score -13471.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13473.062500 Penalty: 513.090271
	Iteration 11Q: 3 clusters Score -13473.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13475.365234 Penalty: 513.090271
	Iteration 12Q: 3 clusters Score -13475.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13478.934570 Penalty: 513.090271
	Iteration 13Q: 3 clusters Score -13478.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13480.247070 Penalty: 513.090271
	Iteration 14Q: 3 clusters Score -13480.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13482.992188 Penalty: 513.090271
	Iteration 15Q: 3 clusters Score -13482.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13485.658203 Penalty: 513.090271
	Iteration 16Q: 3 clusters Score -13485.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13486.884766 Penalty: 513.090271
	Iteration 17Q: 3 clusters Score -13486.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13486.884766 Penalty: 513.090271
	Iteration 18F: 3 clusters Score -13486.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Entering Unmasked Estep 
Score: -14098325.000000 Penalty: 42734.035156
Splitting cluster 35 changes total score from -14094059.000000 to -14098325.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 36 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -26437.443359 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -26437.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25997.197266 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -25997.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26218.839844 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -26218.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26320.748047 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -26320.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26367.841797 Penalty: 555.739075
	Iteration 3F: 3 clusters Score -26367.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26392.759766 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -26392.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26405.558594 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -26405.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26421.003906 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -26421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26440.656250 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -26440.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26470.052734 Penalty: 555.739075
	Iteration 8F: 3 clusters Score -26470.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26511.431641 Penalty: 555.739075
	Iteration 9F: 3 clusters Score -26511.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26566.011719 Penalty: 555.739075
	Iteration 10F: 3 clusters Score -26566.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26602.496094 Penalty: 555.739075
	Iteration 11Q: 3 clusters Score -26602.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26630.230469 Penalty: 555.739075
	Iteration 12Q: 3 clusters Score -26630.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -26650.498047 Penalty: 555.739075
	Iteration 13Q: 3 clusters Score -26650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26665.031250 Penalty: 555.739075
	Iteration 14Q: 3 clusters Score -26665.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26670.162109 Penalty: 555.739075
	Iteration 15Q: 3 clusters Score -26670.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26675.072266 Penalty: 555.739075
	Iteration 16Q: 3 clusters Score -26675.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26695.884766 Penalty: 555.739075
	Iteration 17Q: 3 clusters Score -26695.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26713.570312 Penalty: 555.739075
	Iteration 18Q: 3 clusters Score -26713.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -26722.847656 Penalty: 555.739075
	Iteration 19Q: 3 clusters Score -26722.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -26736.792969 Penalty: 555.739075
	Iteration 20F: 3 clusters Score -26736.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26747.025391 Penalty: 555.739075
	Iteration 21Q: 3 clusters Score -26747.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26748.025391 Penalty: 555.739075
	Iteration 22Q: 3 clusters Score -26748.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26748.025391 Penalty: 555.739075
	Iteration 23F: 3 clusters Score -26748.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Entering Unmasked Estep 
Score: -14098348.000000 Penalty: 43296.324219
Splitting cluster 36 changes total score from -14094059.000000 to -14098348.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 37 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8826.857422 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8826.857 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 93 members 
Entering Unmasked Estep 
Score: -8558.350586 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8558.351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8625.423828 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8625.424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8651.618164 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8651.618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8671.140625 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -8671.141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8691.927734 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -8691.928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8695.618164 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -8695.618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8697.768555 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -8697.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8697.768555 Penalty: 473.063202
	Iteration 7F: 3 clusters Score -8697.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -15630.527344 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -15630.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15304.361328 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -15304.36 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15491.625000 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -15491.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15736.287109 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -15736.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16165.364258 Penalty: 526.328125
	Iteration 3F: 3 clusters Score -16165.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16289.283203 Penalty: 526.328125
	Iteration 4F: 3 clusters Score -16289.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16354.907227 Penalty: 526.328125
	Iteration 5F: 3 clusters Score -16354.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16375.168945 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -16375.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16388.574219 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -16388.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -16398.746094 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -16398.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -16406.591797 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -16406.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -16415.730469 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -16415.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -16423.324219 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -16423.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -16429.058594 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -16429.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -16433.548828 Penalty: 526.328125
	Iteration 13Q: 3 clusters Score -16433.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -16433.548828 Penalty: 526.328125
	Iteration 14F: 3 clusters Score -16433.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 367 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Entering Unmasked Estep 
Score: -14098851.000000 Penalty: 43858.617188
Splitting cluster 38 changes total score from -14094059.000000 to -14098851.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 39 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -18746.628906 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -18746.63 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 182 members 
Entering Unmasked Estep 
Score: -18403.449219 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -18403.45 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18583.369141 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -18583.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18641.347656 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -18641.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18684.513672 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -18684.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18737.019531 Penalty: 537.387939
	Iteration 4F: 3 clusters Score -18737.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18762.054688 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -18762.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18780.566406 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -18780.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18795.828125 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -18795.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18815.929688 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -18815.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18840.894531 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -18840.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18895.169922 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -18895.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -18971.638672 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -18971.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19003.787109 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -19003.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19009.531250 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -19009.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19011.257812 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -19011.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19011.855469 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -19011.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19011.855469 Penalty: 537.387939
	Iteration 16F: 3 clusters Score -19011.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 316 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Entering Unmasked Estep 
Score: -14098814.000000 Penalty: 44420.906250
Splitting cluster 39 changes total score from -14094059.000000 to -14098814.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -12827.791016 Penalty: 261.886261
	Iteration 0F: 2 clusters Score -12827.79 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 153 members 
Entering Unmasked Estep 
Score: -12503.061523 Penalty: 523.772522
	Iteration 0F: 3 clusters Score -12503.06 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12731.198242 Penalty: 523.772522
	Iteration 1F: 3 clusters Score -12731.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13024.276367 Penalty: 523.772522
	Iteration 2F: 3 clusters Score -13024.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13137.253906 Penalty: 523.772522
	Iteration 3F: 3 clusters Score -13137.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13171.851562 Penalty: 523.772522
	Iteration 4Q: 3 clusters Score -13171.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13185.355469 Penalty: 523.772522
	Iteration 5Q: 3 clusters Score -13185.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13197.794922 Penalty: 523.772522
	Iteration 6Q: 3 clusters Score -13197.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13224.157227 Penalty: 523.772522
	Iteration 7Q: 3 clusters Score -13224.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13231.571289 Penalty: 523.772522
	Iteration 8Q: 3 clusters Score -13231.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13232.810547 Penalty: 523.772522
	Iteration 9Q: 3 clusters Score -13232.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13254.183594 Penalty: 523.772522
	Iteration 10F: 3 clusters Score -13254.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13294.226562 Penalty: 523.772522
	Iteration 11Q: 3 clusters Score -13294.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13296.872070 Penalty: 523.772522
	Iteration 12Q: 3 clusters Score -13296.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13297.825195 Penalty: 523.772522
	Iteration 13Q: 3 clusters Score -13297.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13298.518555 Penalty: 523.772522
	Iteration 14Q: 3 clusters Score -13298.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13299.083984 Penalty: 523.772522
	Iteration 15Q: 3 clusters Score -13299.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13299.083984 Penalty: 523.772522
	Iteration 16F: 3 clusters Score -13299.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Entering Unmasked Estep 
Score: -14098988.000000 Penalty: 44983.195312
Splitting cluster 40 changes total score from -14094059.000000 to -14098988.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 41 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -85948.484375 Penalty: 332.079254
	Iteration 0F: 2 clusters Score -85948.48 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 709 members 
Entering Unmasked Estep 
Score: -84881.210938 Penalty: 664.158508
	Iteration 0F: 3 clusters Score -84881.21 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -85348.453125 Penalty: 664.158508
	Iteration 1F: 3 clusters Score -85348.45 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85519.039062 Penalty: 664.158508
	Iteration 2F: 3 clusters Score -85519.04 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85689.835938 Penalty: 664.158508
	Iteration 3F: 3 clusters Score -85689.84 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85818.867188 Penalty: 664.158508
	Iteration 4F: 3 clusters Score -85818.87 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85884.773438 Penalty: 664.158508
	Iteration 5Q: 3 clusters Score -85884.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85925.375000 Penalty: 664.158508
	Iteration 6Q: 3 clusters Score -85925.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85946.109375 Penalty: 664.158508
	Iteration 7Q: 3 clusters Score -85946.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85955.421875 Penalty: 664.158508
	Iteration 8Q: 3 clusters Score -85955.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85955.976562 Penalty: 664.158508
	Iteration 9Q: 3 clusters Score -85955.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85955.976562 Penalty: 664.158508
	Iteration 10F: 3 clusters Score -85955.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Entering Unmasked Estep 
Score: -14098752.000000 Penalty: 45545.484375
Splitting cluster 41 changes total score from -14094059.000000 to -14098752.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 42 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -19599.238281 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -19599.24 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 176 members 
Entering Unmasked Estep 
Score: -19192.591797 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -19192.59 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19318.416016 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -19318.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19349.193359 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -19349.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19367.818359 Penalty: 536.890686
	Iteration 3F: 3 clusters Score -19367.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19375.144531 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -19375.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19384.072266 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -19384.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19390.400391 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -19390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19397.669922 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -19397.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19406.113281 Penalty: 536.890686
	Iteration 8Q: 3 clusters Score -19406.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19414.916016 Penalty: 536.890686
	Iteration 9Q: 3 clusters Score -19414.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19430.000000 Penalty: 536.890686
	Iteration 10Q: 3 clusters Score -19430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19446.730469 Penalty: 536.890686
	Iteration 11Q: 3 clusters Score -19446.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19468.125000 Penalty: 536.890686
	Iteration 12Q: 3 clusters Score -19468.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19482.476562 Penalty: 536.890686
	Iteration 13Q: 3 clusters Score -19482.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19486.917969 Penalty: 536.890686
	Iteration 14Q: 3 clusters Score -19486.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19487.207031 Penalty: 536.890686
	Iteration 15Q: 3 clusters Score -19487.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19487.207031 Penalty: 536.890686
	Iteration 16F: 3 clusters Score -19487.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -33693.335938 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -33693.34 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 288 members 
Entering Unmasked Estep 
Score: -33187.457031 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -33187.46 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33709.320312 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -33709.32 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -33989.042969 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -33989.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -34047.269531 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -34047.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34072.453125 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -34072.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34078.011719 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -34078.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -34085.402344 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -34085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34090.980469 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -34090.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34098.406250 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -34098.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34101.109375 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -34101.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34101.812500 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -34101.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -34103.011719 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -34103.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34107.367188 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -34107.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34113.003906 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -34113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34134.753906 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -34134.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34159.703125 Penalty: 573.704834
	Iteration 15Q: 3 clusters Score -34159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -34196.929688 Penalty: 573.704834
	Iteration 16Q: 3 clusters Score -34196.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34217.066406 Penalty: 573.704834
	Iteration 17Q: 3 clusters Score -34217.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34219.316406 Penalty: 573.704834
	Iteration 18Q: 3 clusters Score -34219.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34223.523438 Penalty: 573.704834
	Iteration 19Q: 3 clusters Score -34223.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -34225.242188 Penalty: 573.704834
	Iteration 20F: 3 clusters Score -34225.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -34228.511719 Penalty: 573.704834
	Iteration 21Q: 3 clusters Score -34228.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34230.265625 Penalty: 573.704834
	Iteration 22Q: 3 clusters Score -34230.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -34230.265625 Penalty: 573.704834
	Iteration 23F: 3 clusters Score -34230.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 476 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Entering Unmasked Estep 
Score: -14099008.000000 Penalty: 46107.777344
Splitting cluster 43 changes total score from -14094059.000000 to -14099008.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 44 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -32459.246094 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -32459.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32016.078125 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -32016.08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32341.929688 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -32341.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32617.187500 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -32617.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32701.292969 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -32701.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32740.761719 Penalty: 561.052979
	Iteration 4F: 3 clusters Score -32740.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32756.078125 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -32756.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32762.265625 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -32762.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32762.466797 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -32762.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32762.724609 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -32762.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32762.724609 Penalty: 561.052979
	Iteration 9F: 3 clusters Score -32762.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 469 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Entering Unmasked Estep 
Score: -14099023.000000 Penalty: 46670.066406
Splitting cluster 44 changes total score from -14094059.000000 to -14099023.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 45 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -35795.281250 Penalty: 279.852417
	Iteration 0F: 2 clusters Score -35795.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35372.996094 Penalty: 559.704834
	Iteration 0F: 3 clusters Score -35373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35639.460938 Penalty: 559.704834
	Iteration 1F: 3 clusters Score -35639.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35738.667969 Penalty: 559.704834
	Iteration 2F: 3 clusters Score -35738.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35787.863281 Penalty: 559.704834
	Iteration 3F: 3 clusters Score -35787.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35825.949219 Penalty: 559.704834
	Iteration 4F: 3 clusters Score -35825.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35852.941406 Penalty: 559.704834
	Iteration 5Q: 3 clusters Score -35852.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35870.078125 Penalty: 559.704834
	Iteration 6Q: 3 clusters Score -35870.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35875.425781 Penalty: 559.704834
	Iteration 7Q: 3 clusters Score -35875.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35876.968750 Penalty: 559.704834
	Iteration 8Q: 3 clusters Score -35876.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35877.222656 Penalty: 559.704834
	Iteration 9Q: 3 clusters Score -35877.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35877.941406 Penalty: 559.704834
	Iteration 10Q: 3 clusters Score -35877.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35877.941406 Penalty: 559.704834
	Iteration 11F: 3 clusters Score -35877.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Entering Unmasked Estep 
Score: -14098834.000000 Penalty: 47232.355469
Splitting cluster 45 changes total score from -14094059.000000 to -14098834.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 46 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -11420.978516 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -11420.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11146.220703 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -11146.22 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11514.487305 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -11514.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11592.033203 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -11592.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11706.251953 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -11706.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11817.202148 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -11817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11818.803711 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -11818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11818.803711 Penalty: 545.223267
	Iteration 6F: 3 clusters Score -11818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 177 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 118 members 
Entering Unmasked Estep 
Score: -14098947.000000 Penalty: 47794.644531
Splitting cluster 46 changes total score from -14094059.000000 to -14098947.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 47 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -22612.425781 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -22612.43 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 197 members 
Entering Unmasked Estep 
Score: -22218.447266 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -22218.45 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22310.845703 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -22310.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22330.142578 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -22330.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22339.437500 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -22339.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22343.888672 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -22343.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22347.734375 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -22347.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22352.826172 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -22352.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22356.394531 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -22356.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22357.812500 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -22357.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22365.607422 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -22365.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22375.767578 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -22375.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22386.490234 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -22386.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22402.556641 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -22402.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22420.728516 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -22420.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22437.734375 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -22437.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22447.617188 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -22447.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22454.712891 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -22454.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22457.800781 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -22457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22458.312500 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -22458.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22458.759766 Penalty: 537.387939
	Iteration 19Q: 3 clusters Score -22458.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22458.759766 Penalty: 537.387939
	Iteration 20F: 3 clusters Score -22458.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -8313.033203 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -8313.033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8070.036133 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -8070.036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8203.336914 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -8203.337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8279.580078 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -8279.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8361.397461 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -8361.397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8387.631836 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -8387.632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8429.434570 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -8429.435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8468.656250 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -8468.656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8480.324219 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -8480.324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8496.861328 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -8496.861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8497.610352 Penalty: 471.029633
	Iteration 9Q: 3 clusters Score -8497.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8498.726562 Penalty: 471.029633
	Iteration 10Q: 3 clusters Score -8498.727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8499.683594 Penalty: 471.029633
	Iteration 11Q: 3 clusters Score -8499.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8499.683594 Penalty: 471.029633
	Iteration 12F: 3 clusters Score -8499.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 315 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 118 members 
Mstep: Class 86 contains 71 members 
Entering Unmasked Estep 
Score: -14098808.000000 Penalty: 48356.933594
Splitting cluster 48 changes total score from -14094059.000000 to -14098808.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 49 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7031.343750 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7031.344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6799.258301 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -6799.258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6890.838379 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -6890.838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6917.417969 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -6917.418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6930.617676 Penalty: 440.101654
	Iteration 3F: 3 clusters Score -6930.618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -9124.636719 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -9124.637 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 104 members 
Entering Unmasked Estep 
Score: -8860.353516 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -8860.354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8944.131836 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -8944.132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8960.143555 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -8960.144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8968.722656 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -8968.723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8985.875000 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -8985.875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8999.693359 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -8999.693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9007.275391 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -9007.275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9012.960938 Penalty: 483.052338
	Iteration 7Q: 3 clusters Score -9012.961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9016.615234 Penalty: 483.052338
	Iteration 8Q: 3 clusters Score -9016.615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9018.936523 Penalty: 483.052338
	Iteration 9Q: 3 clusters Score -9018.937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9022.124023 Penalty: 483.052338
	Iteration 10Q: 3 clusters Score -9022.124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9028.041992 Penalty: 483.052338
	Iteration 11Q: 3 clusters Score -9028.042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9041.776367 Penalty: 483.052338
	Iteration 12Q: 3 clusters Score -9041.776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9054.675781 Penalty: 483.052338
	Iteration 13Q: 3 clusters Score -9054.676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9067.979492 Penalty: 483.052338
	Iteration 14Q: 3 clusters Score -9067.979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9072.835938 Penalty: 483.052338
	Iteration 15Q: 3 clusters Score -9072.836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9075.260742 Penalty: 483.052338
	Iteration 16Q: 3 clusters Score -9075.261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9075.260742 Penalty: 483.052338
	Iteration 17F: 3 clusters Score -9075.261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -64542.320312 Penalty: 322.446594
	Iteration 0F: 2 clusters Score -64542.32 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 586 members 
Entering Unmasked Estep 
Score: -63653.562500 Penalty: 644.893188
	Iteration 0F: 3 clusters Score -63653.56 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63965.308594 Penalty: 644.893188
	Iteration 1F: 3 clusters Score -63965.31 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -64052.503906 Penalty: 644.893188
	Iteration 2F: 3 clusters Score -64052.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -64125.335938 Penalty: 644.893188
	Iteration 3F: 3 clusters Score -64125.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -64194.046875 Penalty: 644.893188
	Iteration 4Q: 3 clusters Score -64194.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -64246.261719 Penalty: 644.893188
	Iteration 5Q: 3 clusters Score -64246.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -64285.886719 Penalty: 644.893188
	Iteration 6Q: 3 clusters Score -64285.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -64325.632812 Penalty: 644.893188
	Iteration 7Q: 3 clusters Score -64325.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -64346.871094 Penalty: 644.893188
	Iteration 8Q: 3 clusters Score -64346.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -64358.550781 Penalty: 644.893188
	Iteration 9Q: 3 clusters Score -64358.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -64362.593750 Penalty: 644.893188
	Iteration 10Q: 3 clusters Score -64362.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -64364.718750 Penalty: 644.893188
	Iteration 11Q: 3 clusters Score -64364.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -64370.054688 Penalty: 644.893188
	Iteration 12Q: 3 clusters Score -64370.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -64374.136719 Penalty: 644.893188
	Iteration 13Q: 3 clusters Score -64374.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -64376.011719 Penalty: 644.893188
	Iteration 14Q: 3 clusters Score -64376.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -64376.023438 Penalty: 644.893188
	Iteration 15Q: 3 clusters Score -64376.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -64376.128906 Penalty: 644.893188
	Iteration 16Q: 3 clusters Score -64376.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -64376.230469 Penalty: 644.893188
	Iteration 17Q: 3 clusters Score -64376.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -64376.261719 Penalty: 644.893188
	Iteration 18Q: 3 clusters Score -64376.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -64376.535156 Penalty: 644.893188
	Iteration 19Q: 3 clusters Score -64376.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -64376.691406 Penalty: 644.893188
	Iteration 20F: 3 clusters Score -64376.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -64376.828125 Penalty: 644.893188
	Iteration 21Q: 3 clusters Score -64376.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -64376.929688 Penalty: 644.893188
	Iteration 22Q: 3 clusters Score -64376.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -64377.082031 Penalty: 644.893188
	Iteration 23Q: 3 clusters Score -64377.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -64377.402344 Penalty: 644.893188
	Iteration 24Q: 3 clusters Score -64377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -64378.410156 Penalty: 644.893188
	Iteration 25Q: 3 clusters Score -64378.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -64378.828125 Penalty: 644.893188
	Iteration 26Q: 3 clusters Score -64378.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -64379.859375 Penalty: 644.893188
	Iteration 27Q: 3 clusters Score -64379.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64382.707031 Penalty: 644.893188
	Iteration 28Q: 3 clusters Score -64382.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -64386.675781 Penalty: 644.893188
	Iteration 29Q: 3 clusters Score -64386.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64388.984375 Penalty: 644.893188
	Iteration 30Q: 3 clusters Score -64388.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64390.710938 Penalty: 644.893188
	Iteration 31Q: 3 clusters Score -64390.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -64392.761719 Penalty: 644.893188
	Iteration 32Q: 3 clusters Score -64392.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64393.109375 Penalty: 644.893188
	Iteration 33Q: 3 clusters Score -64393.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -64394.593750 Penalty: 644.893188
	Iteration 34Q: 3 clusters Score -64394.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -64395.265625 Penalty: 644.893188
	Iteration 35Q: 3 clusters Score -64395.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -64395.988281 Penalty: 644.893188
	Iteration 36Q: 3 clusters Score -64395.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -64397.398438 Penalty: 644.893188
	Iteration 37Q: 3 clusters Score -64397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -64397.843750 Penalty: 644.893188
	Iteration 38Q: 3 clusters Score -64397.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -64398.433594 Penalty: 644.893188
	Iteration 39Q: 3 clusters Score -64398.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -64399.238281 Penalty: 644.893188
	Iteration 40F: 3 clusters Score -64399.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -13347.415039 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -13347.42 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 142 members 
Entering Unmasked Estep 
Score: -13023.255859 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -13023.26 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13096.883789 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -13096.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13119.626953 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -13119.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13133.065430 Penalty: 510.461945
	Iteration 3Q: 3 clusters Score -13133.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13139.958008 Penalty: 510.461945
	Iteration 4Q: 3 clusters Score -13139.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13142.251953 Penalty: 510.461945
	Iteration 5Q: 3 clusters Score -13142.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13145.663086 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -13145.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13148.787109 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -13148.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13149.229492 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -13149.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13149.229492 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -13149.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -23034.599609 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -23034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22582.996094 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -22583 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22763.406250 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -22763.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22879.939453 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -22879.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22962.509766 Penalty: 550.310913
	Iteration 3F: 3 clusters Score -22962.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22986.402344 Penalty: 550.310913
	Iteration 4F: 3 clusters Score -22986.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23006.845703 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -23006.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23013.898438 Penalty: 550.310913
	Iteration 6Q: 3 clusters Score -23013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23017.421875 Penalty: 550.310913
	Iteration 7Q: 3 clusters Score -23017.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23017.675781 Penalty: 550.310913
	Iteration 8Q: 3 clusters Score -23017.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23017.675781 Penalty: 550.310913
	Iteration 9F: 3 clusters Score -23017.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -17617.382812 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -17617.38 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 162 members 
Entering Unmasked Estep 
Score: -17284.050781 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -17284.05 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17450.812500 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -17450.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17546.492188 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -17546.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17604.632812 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -17604.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17655.480469 Penalty: 523.484131
	Iteration 4F: 3 clusters Score -17655.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -17692.556641 Penalty: 523.484131
	Iteration 5F: 3 clusters Score -17692.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -17745.617188 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -17745.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -17768.015625 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -17768.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -17775.576172 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -17775.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -17775.576172 Penalty: 523.484131
	Iteration 9F: 3 clusters Score -17775.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 268 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 2216 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 118 members 
Mstep: Class 86 contains 71 members 
Mstep: Class 87 contains 47 members 
Entering Unmasked Estep 
Score: -14098657.000000 Penalty: 48919.226562
Splitting cluster 54 changes total score from -14094059.000000 to -14098657.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 55 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -128964.765625 Penalty: 349.173950
	Iteration 0F: 2 clusters Score -128964.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -127409.820312 Penalty: 698.347900
	Iteration 0F: 3 clusters Score -127409.8 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -127890.406250 Penalty: 698.347900
	Iteration 1F: 3 clusters Score -127890.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -128009.945312 Penalty: 698.347900
	Iteration 2F: 3 clusters Score -128009.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -128135.257812 Penalty: 698.347900
	Iteration 3F: 3 clusters Score -128135.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -128242.773438 Penalty: 698.347900
	Iteration 4F: 3 clusters Score -128242.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -128335.914062 Penalty: 698.347900
	Iteration 5F: 3 clusters Score -128335.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -128418.695312 Penalty: 698.347900
	Iteration 6Q: 3 clusters Score -128418.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -128505.828125 Penalty: 698.347900
	Iteration 7Q: 3 clusters Score -128505.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -128581.046875 Penalty: 698.347900
	Iteration 8Q: 3 clusters Score -128581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -128617.335938 Penalty: 698.347900
	Iteration 9Q: 3 clusters Score -128617.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -128641.312500 Penalty: 698.347900
	Iteration 10Q: 3 clusters Score -128641.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -128655.593750 Penalty: 698.347900
	Iteration 11Q: 3 clusters Score -128655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -128661.070312 Penalty: 698.347900
	Iteration 12Q: 3 clusters Score -128661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -128670.109375 Penalty: 698.347900
	Iteration 13Q: 3 clusters Score -128670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -128678.210938 Penalty: 698.347900
	Iteration 14Q: 3 clusters Score -128678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -128681.328125 Penalty: 698.347900
	Iteration 15Q: 3 clusters Score -128681.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -128681.328125 Penalty: 698.347900
	Iteration 16F: 3 clusters Score -128681.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Entering Unmasked Estep 
Score: -135099.359375 Penalty: 350.507385
	Iteration 0F: 2 clusters Score -135099.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -133532.265625 Penalty: 701.014771
	Iteration 0F: 3 clusters Score -133532.3 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -134191.000000 Penalty: 701.014771
	Iteration 1F: 3 clusters Score -134191 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -134342.484375 Penalty: 701.014771
	Iteration 2F: 3 clusters Score -134342.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -134441.765625 Penalty: 701.014771
	Iteration 3F: 3 clusters Score -134441.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -134551.437500 Penalty: 701.014771
	Iteration 4F: 3 clusters Score -134551.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -134648.796875 Penalty: 701.014771
	Iteration 5F: 3 clusters Score -134648.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134746.640625 Penalty: 701.014771
	Iteration 6Q: 3 clusters Score -134746.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134851.015625 Penalty: 701.014771
	Iteration 7Q: 3 clusters Score -134851 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134961.078125 Penalty: 701.014771
	Iteration 8Q: 3 clusters Score -134961.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135050.812500 Penalty: 701.014771
	Iteration 9Q: 3 clusters Score -135050.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -135124.171875 Penalty: 701.014771
	Iteration 10Q: 3 clusters Score -135124.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135157.968750 Penalty: 701.014771
	Iteration 11Q: 3 clusters Score -135158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135176.218750 Penalty: 701.014771
	Iteration 12Q: 3 clusters Score -135176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135178.156250 Penalty: 701.014771
	Iteration 13Q: 3 clusters Score -135178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135180.250000 Penalty: 701.014771
	Iteration 14Q: 3 clusters Score -135180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -135181.812500 Penalty: 701.014771
	Iteration 15Q: 3 clusters Score -135181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135183.468750 Penalty: 701.014771
	Iteration 16Q: 3 clusters Score -135183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135183.937500 Penalty: 701.014771
	Iteration 17Q: 3 clusters Score -135183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135185.328125 Penalty: 701.014771
	Iteration 18F: 3 clusters Score -135185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135189.281250 Penalty: 701.014771
	Iteration 19Q: 3 clusters Score -135189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135192.484375 Penalty: 701.014771
	Iteration 20F: 3 clusters Score -135192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135193.796875 Penalty: 701.014771
	Iteration 21Q: 3 clusters Score -135193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135194.484375 Penalty: 701.014771
	Iteration 22Q: 3 clusters Score -135194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135196.437500 Penalty: 701.014771
	Iteration 23Q: 3 clusters Score -135196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135196.453125 Penalty: 701.014771
	Iteration 24Q: 3 clusters Score -135196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135196.453125 Penalty: 701.014771
	Iteration 25F: 3 clusters Score -135196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 268 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 1715 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2694 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 118 members 
Mstep: Class 86 contains 71 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 501 members 
Entering Unmasked Estep 
Score: -14098549.000000 Penalty: 49481.515625
Splitting cluster 56 changes total score from -14094059.000000 to -14098549.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 57 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -56068.445312 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -56068.45 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 496 members 
Entering Unmasked Estep 
Score: -55271.148438 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -55271.15 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55513.554688 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -55513.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -55616.984375 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -55616.98 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55737.500000 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -55737.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -55837.871094 Penalty: 629.150085
	Iteration 4F: 3 clusters Score -55837.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55906.355469 Penalty: 629.150085
	Iteration 5F: 3 clusters Score -55906.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55947.148438 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -55947.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55971.097656 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -55971.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55986.832031 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -55986.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56000.175781 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -56000.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56005.503906 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -56005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -56008.746094 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -56008.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -56012.125000 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -56012.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -56015.816406 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -56015.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -56019.207031 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -56019.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -56022.683594 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -56022.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -56026.574219 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -56026.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -56030.648438 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -56030.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -56033.984375 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -56033.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -56035.214844 Penalty: 629.150085
	Iteration 19Q: 3 clusters Score -56035.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -56035.773438 Penalty: 629.150085
	Iteration 20F: 3 clusters Score -56035.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56036.304688 Penalty: 629.150085
	Iteration 21Q: 3 clusters Score -56036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -56036.601562 Penalty: 629.150085
	Iteration 22Q: 3 clusters Score -56036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -56036.925781 Penalty: 629.150085
	Iteration 23Q: 3 clusters Score -56036.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -56036.925781 Penalty: 629.150085
	Iteration 24F: 3 clusters Score -56036.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -219185.875000 Penalty: 359.394592
	Iteration 0F: 2 clusters Score -219185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -217314.656250 Penalty: 718.789185
	Iteration 0F: 3 clusters Score -217314.7 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -218095.390625 Penalty: 718.789185
	Iteration 1F: 3 clusters Score -218095.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -218344.718750 Penalty: 718.789185
	Iteration 2F: 3 clusters Score -218344.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218597.812500 Penalty: 718.789185
	Iteration 3F: 3 clusters Score -218597.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -218836.437500 Penalty: 718.789185
	Iteration 4F: 3 clusters Score -218836.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -218958.250000 Penalty: 718.789185
	Iteration 5F: 3 clusters Score -218958.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219007.843750 Penalty: 718.789185
	Iteration 6Q: 3 clusters Score -219007.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -219038.078125 Penalty: 718.789185
	Iteration 7Q: 3 clusters Score -219038.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219057.765625 Penalty: 718.789185
	Iteration 8Q: 3 clusters Score -219057.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219076.656250 Penalty: 718.789185
	Iteration 9Q: 3 clusters Score -219076.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -219094.296875 Penalty: 718.789185
	Iteration 10Q: 3 clusters Score -219094.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -219103.906250 Penalty: 718.789185
	Iteration 11Q: 3 clusters Score -219103.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -219118.062500 Penalty: 718.789185
	Iteration 12Q: 3 clusters Score -219118.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219138.453125 Penalty: 718.789185
	Iteration 13Q: 3 clusters Score -219138.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -219156.703125 Penalty: 718.789185
	Iteration 14Q: 3 clusters Score -219156.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -219172.359375 Penalty: 718.789185
	Iteration 15Q: 3 clusters Score -219172.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -219181.421875 Penalty: 718.789185
	Iteration 16Q: 3 clusters Score -219181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -219185.234375 Penalty: 718.789185
	Iteration 17Q: 3 clusters Score -219185.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -219189.625000 Penalty: 718.789185
	Iteration 18Q: 3 clusters Score -219189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -219192.437500 Penalty: 718.789185
	Iteration 19Q: 3 clusters Score -219192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -219194.093750 Penalty: 718.789185
	Iteration 20F: 3 clusters Score -219194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -219194.843750 Penalty: 718.789185
	Iteration 21Q: 3 clusters Score -219194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -219195.656250 Penalty: 718.789185
	Iteration 22Q: 3 clusters Score -219195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -219196.140625 Penalty: 718.789185
	Iteration 23Q: 3 clusters Score -219196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -219195.968750 Penalty: 718.789185
	Iteration 24Q: 3 clusters Score -219196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -219195.968750 Penalty: 718.789185
	Iteration 25Q: 3 clusters Score -219196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -219195.968750 Penalty: 718.789185
	Iteration 26F: 3 clusters Score -219196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 268 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 1715 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 474 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 118 members 
Mstep: Class 86 contains 71 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 501 members 
Mstep: Class 89 contains 591 members 
Entering Unmasked Estep 
Score: -14098366.000000 Penalty: 50043.804688
Splitting cluster 58 changes total score from -14094059.000000 to -14098366.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 59 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -29420.912109 Penalty: 280.334930
	Iteration 0F: 2 clusters Score -29420.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28962.982422 Penalty: 560.669861
	Iteration 0F: 3 clusters Score -28962.98 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29133.111328 Penalty: 560.669861
	Iteration 1F: 3 clusters Score -29133.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29211.421875 Penalty: 560.669861
	Iteration 2F: 3 clusters Score -29211.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29309.244141 Penalty: 560.669861
	Iteration 3F: 3 clusters Score -29309.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29392.355469 Penalty: 560.669861
	Iteration 4F: 3 clusters Score -29392.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29461.617188 Penalty: 560.669861
	Iteration 5Q: 3 clusters Score -29461.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29507.009766 Penalty: 560.669861
	Iteration 6Q: 3 clusters Score -29507.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29562.681641 Penalty: 560.669861
	Iteration 7Q: 3 clusters Score -29562.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29583.201172 Penalty: 560.669861
	Iteration 8Q: 3 clusters Score -29583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29589.283203 Penalty: 560.669861
	Iteration 9Q: 3 clusters Score -29589.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29592.603516 Penalty: 560.669861
	Iteration 10Q: 3 clusters Score -29592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29598.412109 Penalty: 560.669861
	Iteration 11Q: 3 clusters Score -29598.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29606.507812 Penalty: 560.669861
	Iteration 12Q: 3 clusters Score -29606.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29611.230469 Penalty: 560.669861
	Iteration 13Q: 3 clusters Score -29611.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29614.396484 Penalty: 560.669861
	Iteration 14Q: 3 clusters Score -29614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29614.699219 Penalty: 560.669861
	Iteration 15Q: 3 clusters Score -29614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29614.699219 Penalty: 560.669861
	Iteration 16F: 3 clusters Score -29614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 268 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 1715 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 319 members 
Mstep: Class 60 contains 1283 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 118 members 
Mstep: Class 86 contains 71 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 501 members 
Mstep: Class 89 contains 591 members 
Mstep: Class 90 contains 155 members 
Entering Unmasked Estep 
Score: -14098273.000000 Penalty: 50606.093750
Splitting cluster 59 changes total score from -14094059.000000 to -14098273.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 60 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -86721.507812 Penalty: 325.641510
	Iteration 0F: 2 clusters Score -86721.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85694.773438 Penalty: 651.283020
	Iteration 0F: 3 clusters Score -85694.77 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86150.328125 Penalty: 651.283020
	Iteration 1F: 3 clusters Score -86150.33 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -86393.484375 Penalty: 651.283020
	Iteration 2F: 3 clusters Score -86393.48 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -86686.140625 Penalty: 651.283020
	Iteration 3F: 3 clusters Score -86686.14 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -87051.929688 Penalty: 651.283020
	Iteration 4F: 3 clusters Score -87051.93 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -87393.093750 Penalty: 651.283020
	Iteration 5F: 3 clusters Score -87393.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -87503.398438 Penalty: 651.283020
	Iteration 6F: 3 clusters Score -87503.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -87542.398438 Penalty: 651.283020
	Iteration 7Q: 3 clusters Score -87542.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -87557.500000 Penalty: 651.283020
	Iteration 8Q: 3 clusters Score -87557.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -87568.195312 Penalty: 651.283020
	Iteration 9Q: 3 clusters Score -87568.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -87580.062500 Penalty: 651.283020
	Iteration 10Q: 3 clusters Score -87580.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -87587.148438 Penalty: 651.283020
	Iteration 11Q: 3 clusters Score -87587.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -87590.335938 Penalty: 651.283020
	Iteration 12Q: 3 clusters Score -87590.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -87594.359375 Penalty: 651.283020
	Iteration 13Q: 3 clusters Score -87594.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -87597.390625 Penalty: 651.283020
	Iteration 14Q: 3 clusters Score -87597.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -87598.687500 Penalty: 651.283020
	Iteration 15Q: 3 clusters Score -87598.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -87598.820312 Penalty: 651.283020
	Iteration 16Q: 3 clusters Score -87598.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -87598.820312 Penalty: 651.283020
	Iteration 17F: 3 clusters Score -87598.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 268 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 1715 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 319 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 156 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 118 members 
Mstep: Class 86 contains 71 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 501 members 
Mstep: Class 89 contains 591 members 
Mstep: Class 90 contains 155 members 
Mstep: Class 91 contains 671 members 
Entering Unmasked Estep 
Score: -14098895.000000 Penalty: 51168.386719
Splitting cluster 60 changes total score from -14094059.000000 to -14098895.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 61 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -26505.972656 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -26505.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26069.222656 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -26069.22 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26188.722656 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26188.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26218.779297 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26218.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26234.574219 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -26234.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26242.410156 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -26242.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26246.132812 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -26246.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26249.203125 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -26249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26251.572266 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -26251.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26253.314453 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -26253.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26255.976562 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -26255.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26257.695312 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -26257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26258.029297 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -26258.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26258.029297 Penalty: 549.446228
	Iteration 12F: 3 clusters Score -26258.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -34092.738281 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -34092.74 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 294 members 
Entering Unmasked Estep 
Score: -33564.277344 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -33564.28 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33741.105469 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -33741.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33767.816406 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -33767.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33787.964844 Penalty: 578.878540
	Iteration 3Q: 3 clusters Score -33787.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33800.417969 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -33800.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33807.988281 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -33807.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33816.761719 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -33816.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33830.316406 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -33830.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33840.992188 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -33840.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33847.960938 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -33847.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33859.777344 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -33859.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33874.097656 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -33874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33883.003906 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -33883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33887.593750 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -33887.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33890.242188 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -33890.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33895.160156 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -33895.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33906.496094 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -33906.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33915.535156 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -33915.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33921.597656 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -33921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33926.031250 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -33926.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33927.945312 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -33927.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33930.292969 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -33930.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33937.824219 Penalty: 578.878540
	Iteration 22Q: 3 clusters Score -33937.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33944.074219 Penalty: 578.878540
	Iteration 23Q: 3 clusters Score -33944.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33950.285156 Penalty: 578.878540
	Iteration 24Q: 3 clusters Score -33950.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33951.539062 Penalty: 578.878540
	Iteration 25Q: 3 clusters Score -33951.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33952.031250 Penalty: 578.878540
	Iteration 26Q: 3 clusters Score -33952.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33953.359375 Penalty: 578.878540
	Iteration 27Q: 3 clusters Score -33953.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33953.640625 Penalty: 578.878540
	Iteration 28Q: 3 clusters Score -33953.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -33954.265625 Penalty: 578.878540
	Iteration 29Q: 3 clusters Score -33954.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33954.425781 Penalty: 578.878540
	Iteration 30Q: 3 clusters Score -33954.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33954.425781 Penalty: 578.878540
	Iteration 31F: 3 clusters Score -33954.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -5732.263672 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -5732.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5567.108398 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -5567.108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5882.802246 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -5882.802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5910.631836 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -5910.632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5919.596680 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -5919.597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5928.398438 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -5928.398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5941.592285 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -5941.592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5952.144043 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -5952.144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5955.730957 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -5955.731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5982.352051 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -5982.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5983.941895 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -5983.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5983.941895 Penalty: 459.536926
	Iteration 10F: 3 clusters Score -5983.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 174 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 268 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 1715 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 319 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 343 members 
Mstep: Class 67 contains 545 members 
Mstep: Class 68 contains 811 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 52 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 117171 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 288 members 
Mstep: Class 75 contains 843 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 296 members 
Mstep: Class 80 contains 197 members 
Mstep: Class 81 contains 314 members 
Mstep: Class 82 contains 436 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 118 members 
Mstep: Class 86 contains 71 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 501 members 
Mstep: Class 89 contains 591 members 
Mstep: Class 90 contains 155 members 
Mstep: Class 91 contains 671 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
Score: -14098812.000000 Penalty: 51730.675781
Splitting cluster 63 changes total score from -14094059.000000 to -14098812.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 64 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -35200.253906 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -35200.25 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 264 members 
Entering Unmasked Estep 
Score: -34680.292969 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -34680.29 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34854.738281 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -34854.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34891.988281 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -34891.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34912.527344 Penalty: 571.003357
	Iteration 3Q: 3 clusters Score -34912.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34927.523438 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -34927.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34938.320312 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -34938.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34948.246094 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -34948.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34952.750000 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -34952.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34957.492188 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -34957.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34959.531250 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -34959.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34962.109375 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -34962.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34964.621094 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -34964.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34966.402344 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -34966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34967.437500 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -34967.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34968.644531 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -34968.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34970.535156 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -34970.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34972.046875 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -34972.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34972.046875 Penalty: 571.003357
	Iteration 17F: 3 clusters Score -34972.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -39940.214844 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -39940.21 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 394 members 
Entering Unmasked Estep 
Score: -39291.941406 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -39291.94 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -39569.855469 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -39569.86 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39688.390625 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -39688.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -39763.503906 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -39763.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -39826.976562 Penalty: 606.345093
	Iteration 4F: 3 clusters Score -39826.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -39858.449219 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -39858.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39880.187500 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -39880.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39903.617188 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -39903.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -39914.722656 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -39914.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39919.406250 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -39919.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -39923.535156 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -39923.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -39924.695312 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -39924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -39925.187500 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -39925.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -39925.308594 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -39925.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -39925.609375 Penalty: 606.345093
	Iteration 14Q: 3 clusters Score -39925.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -39925.718750 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -39925.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -39926.234375 Penalty: 606.345093
	Iteration 16Q: 3 clusters Score -39926.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -39926.406250 Penalty: 606.345093
	Iteration 17Q: 3 clusters Score -39926.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -39926.406250 Penalty: 606.345093
	Iteration 18F: 3 clusters Score -39926.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 905 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 20739 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 483 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22327 members 
Mstep: Class 11 contains 16793 members 
Mstep: Class 12 contains 477 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 547 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 178 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 1955 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 137 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 121 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 71 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 1164 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 111 members 
Mstep: Class 44 contains 320 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1196 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 268 members 
Mstep: Class 55 contains 2152 members 
Mstep: Class 56 contains 1715 members 
Mstep: Class 57 contains 1006 members 
Mstep: Class 58 contains 2103 members 
Mstep: Class 59 contains 319 members 
Mstep: Class 60 contains 612 members 
Mstep: Class 61 contains 419 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 479.941895 but Gain 562.289062
Score: -14100599.000000 Penalty: 51168.386719
Iteration 119Q: 92 clusters Score -1.41006e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 865 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 349 members 
Mstep: Class 3 contains 514 members 
Mstep: Class 4 contains 20860 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 8409 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 22400 members 
Mstep: Class 11 contains 16770 members 
Mstep: Class 12 contains 480 members 
Mstep: Class 13 contains 339 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 323 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 548 members 
Mstep: Class 25 contains 861 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 676 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 618 members 
Mstep: Class 31 contains 128 members 
Mstep: Class 32 contains 419 members 
Mstep: Class 33 contains 191 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 136 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 72 members 
Mstep: Class 40 contains 132 members 
Mstep: Class 41 contains 1150 members 
Mstep: Class 42 contains 365 members 
Mstep: Class 43 contains 128 members 
Mstep: Class 44 contains 319 members 
Mstep: Class 45 contains 296 members 
Mstep: Class 46 contains 297 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 107 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 1271 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 266 members 
Mstep: Class 55 contains 2133 members 
Mstep: Class 56 contains 1713 members 
Mstep: Class 57 contains 1004 members 
Mstep: Class 58 contains 2167 members 
Mstep: Class 59 contains 330 members 
Mstep: Class 60 contains 621 members 
Mstep: Class 61 contains 420 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 524 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 356 members 
Mstep: Class 67 contains 524 members 
Mstep: Class 68 contains 785 members 
Mstep: Class 69 contains 305 members 
Mstep: Class 70 contains 54 members 
Mstep: Class 71 contains 465 members 
Mstep: Class 72 contains 116879 members 
Mstep: Class 73 contains 1048 members 
Mstep: Class 74 contains 286 members 
Mstep: Class 75 contains 852 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 325 members 
Mstep: Class 78 contains 44 members 
Mstep: Class 79 contains 295 members 
Mstep: Class 80 contains 177 members 
Mstep: Class 81 contains 309 members 
Mstep: Class 82 contains 421 members 
Mstep: Class 83 contains 156 members 
Mstep: Class 84 contains 191 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 500 members 
Mstep: Class 89 contains 578 members 
Mstep: Class 90 contains 146 members 
Mstep: Class 91 contains 670 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14102981.000000 Penalty: 51168.386719
Iteration 120F: 92 clusters Score -1.410298e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 340 members 
Mstep: Class 3 contains 514 members 
Mstep: Class 4 contains 20897 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 605 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 2490 members 
Mstep: Class 10 contains 22233 members 
Mstep: Class 11 contains 16744 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 330 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 581 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 329 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 23 contains 2302 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 860 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1958 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1497 members 
Mstep: Class 30 contains 640 members 
Mstep: Class 31 contains 121 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 220 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 148 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 307 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 136 members 
Mstep: Class 41 contains 1135 members 
Mstep: Class 42 contains 362 members 
Mstep: Class 43 contains 117 members 
Mstep: Class 44 contains 321 members 
Mstep: Class 45 contains 288 members 
Mstep: Class 46 contains 298 members 
Mstep: Class 47 contains 363 members 
Mstep: Class 48 contains 104 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 1239 members 
Mstep: Class 52 contains 260 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 267 members 
Mstep: Class 55 contains 2112 members 
Mstep: Class 56 contains 1715 members 
Mstep: Class 57 contains 1007 members 
Mstep: Class 58 contains 2202 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 623 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 517 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 381 members 
Mstep: Class 67 contains 526 members 
Mstep: Class 68 contains 771 members 
Mstep: Class 69 contains 326 members 
Mstep: Class 70 contains 58 members 
Mstep: Class 71 contains 487 members 
Mstep: Class 72 contains 116990 members 
Mstep: Class 73 contains 1058 members 
Mstep: Class 74 contains 297 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 44 members 
Mstep: Class 79 contains 299 members 
Mstep: Class 80 contains 153 members 
Mstep: Class 81 contains 325 members 
Mstep: Class 82 contains 419 members 
Mstep: Class 83 contains 154 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 140 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 50 members 
Mstep: Class 88 contains 525 members 
Mstep: Class 89 contains 574 members 
Mstep: Class 90 contains 150 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14103980.000000 Penalty: 51168.386719
Iteration 121Q: 92 clusters Score -1.410398e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 520 members 
Mstep: Class 4 contains 20927 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 8387 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 22104 members 
Mstep: Class 11 contains 16730 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 337 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 781 members 
Mstep: Class 27 contains 1957 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1497 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 119 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 241 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 156 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 317 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 137 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 361 members 
Mstep: Class 43 contains 118 members 
Mstep: Class 44 contains 322 members 
Mstep: Class 45 contains 288 members 
Mstep: Class 46 contains 296 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 203 members 
Mstep: Class 51 contains 1222 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 267 members 
Mstep: Class 55 contains 2096 members 
Mstep: Class 56 contains 1717 members 
Mstep: Class 57 contains 1007 members 
Mstep: Class 58 contains 2226 members 
Mstep: Class 59 contains 331 members 
Mstep: Class 60 contains 625 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 514 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 394 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 763 members 
Mstep: Class 69 contains 343 members 
Mstep: Class 70 contains 59 members 
Mstep: Class 71 contains 494 members 
Mstep: Class 72 contains 117086 members 
Mstep: Class 73 contains 1063 members 
Mstep: Class 74 contains 296 members 
Mstep: Class 75 contains 871 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 330 members 
Mstep: Class 78 contains 41 members 
Mstep: Class 79 contains 302 members 
Mstep: Class 80 contains 131 members 
Mstep: Class 81 contains 344 members 
Mstep: Class 82 contains 411 members 
Mstep: Class 83 contains 154 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 137 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 537 members 
Mstep: Class 89 contains 564 members 
Mstep: Class 90 contains 154 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14104396.000000 Penalty: 51168.386719
Iteration 122Q: 92 clusters Score -1.41044e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 332 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 20947 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 8383 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 21993 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 23 contains 2331 members 
Mstep: Class 24 contains 506 members 
Mstep: Class 25 contains 859 members 
Mstep: Class 26 contains 769 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1498 members 
Mstep: Class 30 contains 668 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 241 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 156 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 328 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 135 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 359 members 
Mstep: Class 43 contains 121 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 288 members 
Mstep: Class 46 contains 292 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1204 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 271 members 
Mstep: Class 55 contains 2084 members 
Mstep: Class 56 contains 1721 members 
Mstep: Class 57 contains 1011 members 
Mstep: Class 58 contains 2228 members 
Mstep: Class 59 contains 334 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 515 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 405 members 
Mstep: Class 67 contains 522 members 
Mstep: Class 68 contains 757 members 
Mstep: Class 69 contains 361 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 501 members 
Mstep: Class 72 contains 117165 members 
Mstep: Class 73 contains 1068 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 873 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 329 members 
Mstep: Class 78 contains 33 members 
Mstep: Class 79 contains 305 members 
Mstep: Class 80 contains 135 members 
Mstep: Class 81 contains 361 members 
Mstep: Class 82 contains 403 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 137 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 541 members 
Mstep: Class 89 contains 563 members 
Mstep: Class 90 contains 156 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14104756.000000 Penalty: 51168.386719
Iteration 123Q: 92 clusters Score -1.410476e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 328 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 20964 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 8381 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 21891 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 312 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 562 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 355 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 681 members 
Mstep: Class 31 contains 109 members 
Mstep: Class 32 contains 416 members 
Mstep: Class 33 contains 243 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 330 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 135 members 
Mstep: Class 41 contains 1123 members 
Mstep: Class 42 contains 359 members 
Mstep: Class 43 contains 124 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 286 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 108 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 202 members 
Mstep: Class 51 contains 1192 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 279 members 
Mstep: Class 55 contains 2074 members 
Mstep: Class 56 contains 1724 members 
Mstep: Class 57 contains 1015 members 
Mstep: Class 58 contains 2231 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 627 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 514 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 411 members 
Mstep: Class 67 contains 516 members 
Mstep: Class 68 contains 753 members 
Mstep: Class 69 contains 371 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 505 members 
Mstep: Class 72 contains 117234 members 
Mstep: Class 73 contains 1076 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 871 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 330 members 
Mstep: Class 78 contains 31 members 
Mstep: Class 79 contains 309 members 
Mstep: Class 80 contains 135 members 
Mstep: Class 81 contains 380 members 
Mstep: Class 82 contains 393 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 138 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 542 members 
Mstep: Class 89 contains 560 members 
Mstep: Class 90 contains 158 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105043.000000 Penalty: 51168.386719
Iteration 124Q: 92 clusters Score -1.410504e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 20991 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 8371 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 21816 members 
Mstep: Class 11 contains 16711 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 302 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 566 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 23 contains 2369 members 
Mstep: Class 24 contains 475 members 
Mstep: Class 25 contains 856 members 
Mstep: Class 26 contains 750 members 
Mstep: Class 27 contains 1958 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 697 members 
Mstep: Class 31 contains 107 members 
Mstep: Class 32 contains 419 members 
Mstep: Class 33 contains 244 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 160 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 332 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 135 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 359 members 
Mstep: Class 43 contains 132 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 282 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 108 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 1186 members 
Mstep: Class 52 contains 244 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 286 members 
Mstep: Class 55 contains 2065 members 
Mstep: Class 56 contains 1726 members 
Mstep: Class 57 contains 1017 members 
Mstep: Class 58 contains 2232 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 422 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 514 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 414 members 
Mstep: Class 67 contains 511 members 
Mstep: Class 68 contains 751 members 
Mstep: Class 69 contains 382 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 505 members 
Mstep: Class 72 contains 117269 members 
Mstep: Class 73 contains 1084 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 869 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 29 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 135 members 
Mstep: Class 81 contains 398 members 
Mstep: Class 82 contains 383 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 542 members 
Mstep: Class 89 contains 559 members 
Mstep: Class 90 contains 159 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105276.000000 Penalty: 51168.386719
Iteration 125Q: 92 clusters Score -1.410528e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 21017 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 529 members 
Mstep: Class 8 contains 8372 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 21759 members 
Mstep: Class 11 contains 16711 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 23 contains 2388 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 743 members 
Mstep: Class 27 contains 1957 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 245 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 334 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 134 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 358 members 
Mstep: Class 43 contains 141 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 277 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 107 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 201 members 
Mstep: Class 51 contains 1185 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 290 members 
Mstep: Class 55 contains 2059 members 
Mstep: Class 56 contains 1728 members 
Mstep: Class 57 contains 1017 members 
Mstep: Class 58 contains 2227 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 514 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 414 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 747 members 
Mstep: Class 69 contains 392 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117282 members 
Mstep: Class 73 contains 1089 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 868 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 329 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 138 members 
Mstep: Class 81 contains 409 members 
Mstep: Class 82 contains 375 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 140 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 540 members 
Mstep: Class 89 contains 558 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105479.000000 Penalty: 51168.386719
Iteration 126Q: 92 clusters Score -1.410548e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 328 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 21042 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 8 contains 8369 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 21717 members 
Mstep: Class 11 contains 16712 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 562 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 364 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 23 contains 2409 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 1957 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 245 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 162 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 335 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 134 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 358 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 265 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 107 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1184 members 
Mstep: Class 52 contains 251 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 296 members 
Mstep: Class 55 contains 2054 members 
Mstep: Class 56 contains 1729 members 
Mstep: Class 57 contains 1015 members 
Mstep: Class 58 contains 2224 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 514 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 415 members 
Mstep: Class 67 contains 503 members 
Mstep: Class 68 contains 743 members 
Mstep: Class 69 contains 401 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117281 members 
Mstep: Class 73 contains 1092 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 330 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 141 members 
Mstep: Class 81 contains 419 members 
Mstep: Class 82 contains 373 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 149 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 539 members 
Mstep: Class 89 contains 557 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105687.000000 Penalty: 51168.386719
Iteration 127Q: 92 clusters Score -1.410569e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21057 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 580 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 8363 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 21679 members 
Mstep: Class 11 contains 16715 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 561 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 365 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 1958 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 720 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 433 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 163 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 131 members 
Mstep: Class 41 contains 1116 members 
Mstep: Class 42 contains 358 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 107 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 200 members 
Mstep: Class 51 contains 1183 members 
Mstep: Class 52 contains 251 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 298 members 
Mstep: Class 55 contains 2048 members 
Mstep: Class 56 contains 1729 members 
Mstep: Class 57 contains 1015 members 
Mstep: Class 58 contains 2223 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 514 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 415 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 410 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117292 members 
Mstep: Class 73 contains 1094 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 866 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 331 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 147 members 
Mstep: Class 81 contains 424 members 
Mstep: Class 82 contains 373 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 158 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 538 members 
Mstep: Class 89 contains 554 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105852.000000 Penalty: 51168.386719
Iteration 128Q: 92 clusters Score -1.410585e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21078 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 8353 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 21652 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 566 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 366 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 23 contains 2430 members 
Mstep: Class 24 contains 439 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 166 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 358 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 255 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 107 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 254 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 300 members 
Mstep: Class 55 contains 2046 members 
Mstep: Class 56 contains 1730 members 
Mstep: Class 57 contains 1015 members 
Mstep: Class 58 contains 2219 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 514 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 414 members 
Mstep: Class 67 contains 493 members 
Mstep: Class 68 contains 737 members 
Mstep: Class 69 contains 410 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117287 members 
Mstep: Class 73 contains 1095 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 865 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 330 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 150 members 
Mstep: Class 81 contains 429 members 
Mstep: Class 82 contains 373 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 161 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 537 members 
Mstep: Class 89 contains 551 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14105974.000000 Penalty: 51168.386719
Iteration 129Q: 92 clusters Score -1.410597e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21087 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 541 members 
Mstep: Class 8 contains 8353 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 21632 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 566 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 23 contains 2441 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 717 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 728 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 438 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 358 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 107 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 255 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 305 members 
Mstep: Class 55 contains 2045 members 
Mstep: Class 56 contains 1730 members 
Mstep: Class 57 contains 1015 members 
Mstep: Class 58 contains 2219 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 734 members 
Mstep: Class 69 contains 411 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117286 members 
Mstep: Class 73 contains 1094 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 865 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 330 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 152 members 
Mstep: Class 81 contains 435 members 
Mstep: Class 82 contains 373 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 161 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 551 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106002.000000 Penalty: 51168.386719
Iteration 130Q: 92 clusters Score -1.4106e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21100 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 8355 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 21609 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 23 contains 2454 members 
Mstep: Class 24 contains 431 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 731 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 440 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 170 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1110 members 
Mstep: Class 42 contains 358 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 107 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 254 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 309 members 
Mstep: Class 55 contains 2040 members 
Mstep: Class 56 contains 1729 members 
Mstep: Class 57 contains 1015 members 
Mstep: Class 58 contains 2220 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 490 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117281 members 
Mstep: Class 73 contains 1094 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 865 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 329 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 155 members 
Mstep: Class 81 contains 446 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 550 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106032.000000 Penalty: 51168.386719
Iteration 131Q: 92 clusters Score -1.410603e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 326 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21107 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 572 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 8354 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 21588 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 729 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 171 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1108 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 251 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 313 members 
Mstep: Class 55 contains 2038 members 
Mstep: Class 56 contains 1729 members 
Mstep: Class 57 contains 1017 members 
Mstep: Class 58 contains 2227 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 486 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117282 members 
Mstep: Class 73 contains 1094 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 865 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 330 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 156 members 
Mstep: Class 81 contains 456 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 549 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106111.000000 Penalty: 51168.386719
Iteration 132Q: 92 clusters Score -1.410611e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 325 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21116 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 548 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2475 members 
Mstep: Class 24 contains 425 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 1960 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1507 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 171 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1106 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 283 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 319 members 
Mstep: Class 55 contains 2037 members 
Mstep: Class 56 contains 1728 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2224 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 481 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117277 members 
Mstep: Class 73 contains 1095 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 865 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 331 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 158 members 
Mstep: Class 81 contains 465 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 549 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106163.000000 Penalty: 51168.386719
Iteration 133Q: 92 clusters Score -1.410616e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21128 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8353 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 21562 members 
Mstep: Class 11 contains 16717 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 570 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 425 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 694 members 
Mstep: Class 27 contains 1961 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 729 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 172 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1106 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 281 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 245 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 321 members 
Mstep: Class 55 contains 2034 members 
Mstep: Class 56 contains 1728 members 
Mstep: Class 57 contains 1020 members 
Mstep: Class 58 contains 2226 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 480 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117262 members 
Mstep: Class 73 contains 1097 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 865 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 330 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 160 members 
Mstep: Class 81 contains 470 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 549 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106188.000000 Penalty: 51168.386719
Iteration 134Q: 92 clusters Score -1.410619e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21139 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 8353 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 21555 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 570 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2494 members 
Mstep: Class 24 contains 424 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 685 members 
Mstep: Class 27 contains 1961 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 727 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 173 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1108 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 282 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 243 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 329 members 
Mstep: Class 55 contains 2031 members 
Mstep: Class 56 contains 1728 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2228 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 479 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 413 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117254 members 
Mstep: Class 73 contains 1100 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 865 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 329 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 160 members 
Mstep: Class 81 contains 472 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 546 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106202.000000 Penalty: 51168.386719
Iteration 135Q: 92 clusters Score -1.41062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21147 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 8353 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 21545 members 
Mstep: Class 11 contains 16714 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 570 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 424 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 675 members 
Mstep: Class 27 contains 1961 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1109 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 282 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 242 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 339 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1727 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2235 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 479 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 414 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117250 members 
Mstep: Class 73 contains 1102 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 866 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 160 members 
Mstep: Class 81 contains 474 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 46 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 541 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106241.000000 Penalty: 51168.386719
Iteration 136Q: 92 clusters Score -1.410624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21155 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 8352 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 21541 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 424 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 1961 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1509 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1109 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 282 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 242 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 356 members 
Mstep: Class 55 contains 2028 members 
Mstep: Class 56 contains 1727 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2232 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 479 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 414 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117243 members 
Mstep: Class 73 contains 1104 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 160 members 
Mstep: Class 81 contains 475 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 46 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 538 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106287.000000 Penalty: 51168.386719
Iteration 137Q: 92 clusters Score -1.410629e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21165 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 21533 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 424 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1109 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 282 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 243 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 373 members 
Mstep: Class 55 contains 2028 members 
Mstep: Class 56 contains 1727 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2226 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 478 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 414 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117239 members 
Mstep: Class 73 contains 1107 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 160 members 
Mstep: Class 81 contains 475 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 45 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 537 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106292.000000 Penalty: 51168.386719
Iteration 138Q: 92 clusters Score -1.410629e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21179 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 552 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 21523 members 
Mstep: Class 11 contains 16720 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 568 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2508 members 
Mstep: Class 24 contains 425 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 628 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 727 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1109 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 142 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 282 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 242 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 2028 members 
Mstep: Class 56 contains 1727 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2225 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 476 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 414 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117233 members 
Mstep: Class 73 contains 1108 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 160 members 
Mstep: Class 81 contains 476 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 45 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 537 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106309.000000 Penalty: 51168.386719
Iteration 139Q: 92 clusters Score -1.410631e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 851 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 21518 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 291 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 570 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2513 members 
Mstep: Class 24 contains 425 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 729 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 1109 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 143 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 281 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 410 members 
Mstep: Class 55 contains 2028 members 
Mstep: Class 56 contains 1727 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2221 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 412 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 731 members 
Mstep: Class 69 contains 414 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117216 members 
Mstep: Class 73 contains 1108 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 160 members 
Mstep: Class 81 contains 476 members 
Mstep: Class 82 contains 372 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 160 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 45 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 538 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106395.000000 Penalty: 51168.386719
Iteration 140F: 92 clusters Score -1.41064e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21211 members 
Mstep: Class 5 contains 1625 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 21511 members 
Mstep: Class 11 contains 16721 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 296 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 571 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 447 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 595 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 731 members 
Mstep: Class 31 contains 100 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 1109 members 
Mstep: Class 42 contains 356 members 
Mstep: Class 43 contains 144 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 280 members 
Mstep: Class 46 contains 256 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 421 members 
Mstep: Class 55 contains 2028 members 
Mstep: Class 56 contains 1726 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2220 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 729 members 
Mstep: Class 69 contains 396 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 117203 members 
Mstep: Class 73 contains 1111 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 162 members 
Mstep: Class 81 contains 476 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 158 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 46 members 
Mstep: Class 88 contains 535 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106553.000000 Penalty: 51168.386719
Iteration 141Q: 92 clusters Score -1.410655e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21228 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 548 members 
Mstep: Class 8 contains 8353 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 21505 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 574 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 92 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 127 members 
Mstep: Class 41 contains 1111 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 145 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 279 members 
Mstep: Class 46 contains 254 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 234 members 
Mstep: Class 53 contains 423 members 
Mstep: Class 54 contains 430 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1729 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2222 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 414 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 727 members 
Mstep: Class 69 contains 389 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 505 members 
Mstep: Class 72 contains 117182 members 
Mstep: Class 73 contains 1114 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 165 members 
Mstep: Class 81 contains 480 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 157 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 47 members 
Mstep: Class 88 contains 532 members 
Mstep: Class 89 contains 540 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106647.000000 Penalty: 51168.386719
Iteration 142Q: 92 clusters Score -1.410665e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 323 members 
Mstep: Class 3 contains 524 members 
Mstep: Class 4 contains 21241 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 21494 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 23 contains 2534 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 577 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 738 members 
Mstep: Class 31 contains 90 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 1116 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 149 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 251 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 233 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 439 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1730 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2217 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 726 members 
Mstep: Class 69 contains 391 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117175 members 
Mstep: Class 73 contains 1115 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 170 members 
Mstep: Class 81 contains 480 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 156 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 532 members 
Mstep: Class 89 contains 541 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106731.000000 Penalty: 51168.386719
Iteration 143Q: 92 clusters Score -1.410673e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21257 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 544 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 21485 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 581 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 23 contains 2538 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 570 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 741 members 
Mstep: Class 31 contains 88 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 150 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 250 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 199 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 232 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 446 members 
Mstep: Class 55 contains 2028 members 
Mstep: Class 56 contains 1731 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2214 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 392 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117164 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 173 members 
Mstep: Class 81 contains 482 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 156 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 532 members 
Mstep: Class 89 contains 542 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14106853.000000 Penalty: 51168.386719
Iteration 144Q: 92 clusters Score -1.410685e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21272 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 8350 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 21484 members 
Mstep: Class 11 contains 16722 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 582 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 87 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1120 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 152 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 250 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 232 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 453 members 
Mstep: Class 55 contains 2028 members 
Mstep: Class 56 contains 1731 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2216 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 393 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117147 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 483 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 532 members 
Mstep: Class 89 contains 541 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107018.000000 Penalty: 51168.386719
Iteration 145Q: 92 clusters Score -1.410702e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21284 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 541 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 585 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2544 members 
Mstep: Class 24 contains 431 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 1961 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 88 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 153 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 276 members 
Mstep: Class 46 contains 247 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 463 members 
Mstep: Class 55 contains 2027 members 
Mstep: Class 56 contains 1732 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2216 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 396 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117135 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 486 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 533 members 
Mstep: Class 89 contains 541 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107074.000000 Penalty: 51168.386719
Iteration 146Q: 92 clusters Score -1.410707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21291 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8349 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 21476 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 246 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 469 members 
Mstep: Class 55 contains 2026 members 
Mstep: Class 56 contains 1732 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2216 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 399 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117128 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 489 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 48 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 541 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107078.000000 Penalty: 51168.386719
Iteration 147Q: 92 clusters Score -1.410708e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21300 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8347 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 21468 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 589 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 543 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 229 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 472 members 
Mstep: Class 55 contains 2028 members 
Mstep: Class 56 contains 1735 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2216 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117122 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 492 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 535 members 
Mstep: Class 89 contains 540 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107106.000000 Penalty: 51168.386719
Iteration 148Q: 92 clusters Score -1.410711e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21310 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 21464 members 
Mstep: Class 11 contains 16726 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 592 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 418 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 227 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 476 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1737 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2215 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117112 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 494 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107102.000000 Penalty: 51168.386719
Iteration 149Q: 92 clusters Score -1.41071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21316 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8343 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 21462 members 
Mstep: Class 11 contains 16727 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 597 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 418 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 225 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1739 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2214 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117105 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 495 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 537 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107106.000000 Penalty: 51168.386719
Iteration 150Q: 92 clusters Score -1.410711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21325 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8341 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 21457 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 604 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1119 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1743 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 401 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117100 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 498 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 536 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107093.000000 Penalty: 51168.386719
Iteration 151Q: 92 clusters Score -1.410709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21333 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8337 members 
Mstep: Class 9 contains 2419 members 
Mstep: Class 10 contains 21449 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 610 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1749 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 403 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117101 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 531 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107097.000000 Penalty: 51168.386719
Iteration 152Q: 92 clusters Score -1.41071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21338 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2418 members 
Mstep: Class 10 contains 21446 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 412 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1118 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 405 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117099 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 501 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 528 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107117.000000 Penalty: 51168.386719
Iteration 153Q: 92 clusters Score -1.410712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21341 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8336 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 410 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1117 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 215 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 408 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117102 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 504 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107130.000000 Penalty: 51168.386719
Iteration 154Q: 92 clusters Score -1.410713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21342 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8333 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21439 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 607 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1117 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 215 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 411 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117103 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107133.000000 Penalty: 51168.386719
Iteration 155Q: 92 clusters Score -1.410713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21435 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 610 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1117 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 214 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 411 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117105 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107135.000000 Penalty: 51168.386719
Iteration 156Q: 92 clusters Score -1.410714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8333 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21433 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1115 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 411 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117106 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 509 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107138.000000 Penalty: 51168.386719
Iteration 157Q: 92 clusters Score -1.410714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 209 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107148.000000 Penalty: 51168.386719
Iteration 158Q: 92 clusters Score -1.410715e+07 nChanged 6
Entering ConstructFrom: 
Score: -14107148.000000 Penalty: 51168.386719
Entering ConstructFrom: 
Trying to split cluster 1 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -27536.822266 Penalty: 290.063629
	Iteration 0F: 2 clusters Score -27536.82 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 308 members 
Entering Unmasked Estep 
Score: -27023.759766 Penalty: 580.127258
	Iteration 0F: 3 clusters Score -27023.76 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27453.826172 Penalty: 580.127258
	Iteration 1F: 3 clusters Score -27453.83 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27654.267578 Penalty: 580.127258
	Iteration 2F: 3 clusters Score -27654.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27765.041016 Penalty: 580.127258
	Iteration 3F: 3 clusters Score -27765.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27822.816406 Penalty: 580.127258
	Iteration 4F: 3 clusters Score -27822.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27876.435547 Penalty: 580.127258
	Iteration 5Q: 3 clusters Score -27876.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27972.009766 Penalty: 580.127258
	Iteration 6Q: 3 clusters Score -27972.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28142.218750 Penalty: 580.127258
	Iteration 7F: 3 clusters Score -28142.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28261.728516 Penalty: 580.127258
	Iteration 8Q: 3 clusters Score -28261.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28425.406250 Penalty: 580.127258
	Iteration 9Q: 3 clusters Score -28425.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28487.701172 Penalty: 580.127258
	Iteration 10Q: 3 clusters Score -28487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28491.994141 Penalty: 580.127258
	Iteration 11Q: 3 clusters Score -28491.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28493.669922 Penalty: 580.127258
	Iteration 12Q: 3 clusters Score -28493.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28494.488281 Penalty: 580.127258
	Iteration 13Q: 3 clusters Score -28494.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28494.681641 Penalty: 580.127258
	Iteration 14Q: 3 clusters Score -28494.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28494.681641 Penalty: 580.127258
	Iteration 15F: 3 clusters Score -28494.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
Score: -14107850.000000 Penalty: 51730.675781
Splitting cluster 1 changes total score from -14107148.000000 to -14107850.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16332.950195 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -16332.95 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 166 members 
Entering Unmasked Estep 
Score: -15980.487305 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -15980.49 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16121.114258 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -16121.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16155.557617 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -16155.56 nChanged 22
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: -16185.833008 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -16185.83 nChanged 11
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: -16206.974609 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -16206.97 nChanged 6
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: -16215.600586 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -16215.6 nChanged 8
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: -16223.981445 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -16223.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16228.002930 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -16228 nChanged 1
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: -16228.753906 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -16228.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16229.695312 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -16229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16231.907227 Penalty: 525.484192
	Iteration 10Q: 3 clusters Score -16231.91 nChanged 1
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: -16232.481445 Penalty: 525.484192
	Iteration 11Q: 3 clusters Score -16232.48 nChanged 2
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: -16235.268555 Penalty: 525.484192
	Iteration 12Q: 3 clusters Score -16235.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16239.592773 Penalty: 525.484192
	Iteration 13Q: 3 clusters Score -16239.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16239.870117 Penalty: 525.484192
	Iteration 14Q: 3 clusters Score -16239.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16239.870117 Penalty: 525.484192
	Iteration 15F: 3 clusters Score -16239.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -28533.326172 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -28533.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28067.417969 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -28067.42 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28253.644531 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -28253.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28345.183594 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -28345.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28400.654297 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -28400.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28455.906250 Penalty: 569.969238
	Iteration 4F: 3 clusters Score -28455.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28481.042969 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -28481.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28496.041016 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -28496.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28504.974609 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -28504.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28509.572266 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -28509.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28510.509766 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -28510.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28511.560547 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -28511.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28512.605469 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -28512.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28512.605469 Penalty: 569.969238
	Iteration 12F: 3 clusters Score -28512.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Entering Unmasked Estep 
Score: -1373106.250000 Penalty: 453.565796
	Iteration 0F: 2 clusters Score -1373106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1358803.750000 Penalty: 907.131592
	Iteration 0F: 3 clusters Score -1358804 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1365173.375000 Penalty: 907.131592
	Iteration 1F: 3 clusters Score -1365173 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1365780.625000 Penalty: 907.131592
	Iteration 2F: 3 clusters Score -1365781 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1366586.625000 Penalty: 907.131592
	Iteration 3F: 3 clusters Score -1366587 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1367603.625000 Penalty: 907.131592
	Iteration 4F: 3 clusters Score -1367604 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1368826.375000 Penalty: 907.131592
	Iteration 5F: 3 clusters Score -1368826 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1370052.625000 Penalty: 907.131592
	Iteration 6F: 3 clusters Score -1370053 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1371016.375000 Penalty: 907.131592
	Iteration 7F: 3 clusters Score -1371016 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1371736.000000 Penalty: 907.131592
	Iteration 8Q: 3 clusters Score -1371736 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -1372186.125000 Penalty: 907.131592
	Iteration 9Q: 3 clusters Score -1372186 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -1372382.625000 Penalty: 907.131592
	Iteration 10Q: 3 clusters Score -1372383 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -1372505.250000 Penalty: 907.131592
	Iteration 11Q: 3 clusters Score -1372505 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1372561.875000 Penalty: 907.131592
	Iteration 12Q: 3 clusters Score -1372562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1372607.250000 Penalty: 907.131592
	Iteration 13Q: 3 clusters Score -1372607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1372635.875000 Penalty: 907.131592
	Iteration 14Q: 3 clusters Score -1372636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -1372649.125000 Penalty: 907.131592
	Iteration 15Q: 3 clusters Score -1372649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -1372664.125000 Penalty: 907.131592
	Iteration 16Q: 3 clusters Score -1372664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -1372674.250000 Penalty: 907.131592
	Iteration 17Q: 3 clusters Score -1372674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -1372680.500000 Penalty: 907.131592
	Iteration 18Q: 3 clusters Score -1372680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -1372687.125000 Penalty: 907.131592
	Iteration 19Q: 3 clusters Score -1372687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -1372692.625000 Penalty: 907.131592
	Iteration 20F: 3 clusters Score -1372693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -1372696.750000 Penalty: 907.131592
	Iteration 21Q: 3 clusters Score -1372697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -1372697.500000 Penalty: 907.131592
	Iteration 22Q: 3 clusters Score -1372698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -1372700.875000 Penalty: 907.131592
	Iteration 23Q: 3 clusters Score -1372701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1372702.000000 Penalty: 907.131592
	Iteration 24Q: 3 clusters Score -1372702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1372703.375000 Penalty: 907.131592
	Iteration 25Q: 3 clusters Score -1372703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1372703.375000 Penalty: 907.131592
	Iteration 26F: 3 clusters Score -1372703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -99377.265625 Penalty: 336.505310
	Iteration 0F: 2 clusters Score -99377.27 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 789 members 
Entering Unmasked Estep 
Score: -98152.929688 Penalty: 673.010620
	Iteration 0F: 3 clusters Score -98152.93 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -98562.281250 Penalty: 673.010620
	Iteration 1F: 3 clusters Score -98562.28 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -98615.421875 Penalty: 673.010620
	Iteration 2F: 3 clusters Score -98615.42 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -98663.085938 Penalty: 673.010620
	Iteration 3Q: 3 clusters Score -98663.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -98693.601562 Penalty: 673.010620
	Iteration 4Q: 3 clusters Score -98693.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -98716.914062 Penalty: 673.010620
	Iteration 5Q: 3 clusters Score -98716.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -98739.031250 Penalty: 673.010620
	Iteration 6Q: 3 clusters Score -98739.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -98767.773438 Penalty: 673.010620
	Iteration 7Q: 3 clusters Score -98767.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -98797.359375 Penalty: 673.010620
	Iteration 8Q: 3 clusters Score -98797.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98817.382812 Penalty: 673.010620
	Iteration 9Q: 3 clusters Score -98817.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -98837.078125 Penalty: 673.010620
	Iteration 10Q: 3 clusters Score -98837.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98857.257812 Penalty: 673.010620
	Iteration 11Q: 3 clusters Score -98857.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98870.335938 Penalty: 673.010620
	Iteration 12Q: 3 clusters Score -98870.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -98884.343750 Penalty: 673.010620
	Iteration 13Q: 3 clusters Score -98884.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98900.468750 Penalty: 673.010620
	Iteration 14Q: 3 clusters Score -98900.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98912.867188 Penalty: 673.010620
	Iteration 15Q: 3 clusters Score -98912.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -98919.867188 Penalty: 673.010620
	Iteration 16Q: 3 clusters Score -98919.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -98926.976562 Penalty: 673.010620
	Iteration 17Q: 3 clusters Score -98926.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98935.906250 Penalty: 673.010620
	Iteration 18Q: 3 clusters Score -98935.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98945.390625 Penalty: 673.010620
	Iteration 19Q: 3 clusters Score -98945.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98953.468750 Penalty: 673.010620
	Iteration 20F: 3 clusters Score -98953.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98961.953125 Penalty: 673.010620
	Iteration 21Q: 3 clusters Score -98961.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98967.875000 Penalty: 673.010620
	Iteration 22Q: 3 clusters Score -98967.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -98975.710938 Penalty: 673.010620
	Iteration 23Q: 3 clusters Score -98975.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98983.250000 Penalty: 673.010620
	Iteration 24Q: 3 clusters Score -98983.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98987.953125 Penalty: 673.010620
	Iteration 25Q: 3 clusters Score -98987.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -98991.867188 Penalty: 673.010620
	Iteration 26Q: 3 clusters Score -98991.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -98997.976562 Penalty: 673.010620
	Iteration 27Q: 3 clusters Score -98997.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -99003.210938 Penalty: 673.010620
	Iteration 28Q: 3 clusters Score -99003.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99007.406250 Penalty: 673.010620
	Iteration 29Q: 3 clusters Score -99007.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -99012.789062 Penalty: 673.010620
	Iteration 30Q: 3 clusters Score -99012.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -99018.140625 Penalty: 673.010620
	Iteration 31Q: 3 clusters Score -99018.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99027.023438 Penalty: 673.010620
	Iteration 32Q: 3 clusters Score -99027.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -99035.226562 Penalty: 673.010620
	Iteration 33Q: 3 clusters Score -99035.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -99042.117188 Penalty: 673.010620
	Iteration 34Q: 3 clusters Score -99042.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99046.234375 Penalty: 673.010620
	Iteration 35Q: 3 clusters Score -99046.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -99047.273438 Penalty: 673.010620
	Iteration 36Q: 3 clusters Score -99047.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -99050.554688 Penalty: 673.010620
	Iteration 37Q: 3 clusters Score -99050.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -99053.960938 Penalty: 673.010620
	Iteration 38Q: 3 clusters Score -99053.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -99060.804688 Penalty: 673.010620
	Iteration 39Q: 3 clusters Score -99060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -99068.796875 Penalty: 673.010620
	Iteration 40F: 3 clusters Score -99068.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -99076.125000 Penalty: 673.010620
	Iteration 41Q: 3 clusters Score -99076.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -99083.851562 Penalty: 673.010620
	Iteration 42Q: 3 clusters Score -99083.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -99088.773438 Penalty: 673.010620
	Iteration 43Q: 3 clusters Score -99088.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -99092.593750 Penalty: 673.010620
	Iteration 44Q: 3 clusters Score -99092.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -99093.679688 Penalty: 673.010620
	Iteration 45Q: 3 clusters Score -99093.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -99094.914062 Penalty: 673.010620
	Iteration 46Q: 3 clusters Score -99094.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -99094.921875 Penalty: 673.010620
	Iteration 47Q: 3 clusters Score -99094.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -99095.164062 Penalty: 673.010620
	Iteration 48Q: 3 clusters Score -99095.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -99095.546875 Penalty: 673.010620
	Iteration 49Q: 3 clusters Score -99095.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -99095.546875 Penalty: 673.010620
	Iteration 50F: 3 clusters Score -99095.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -32691.914062 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -32691.91 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 286 members 
Entering Unmasked Estep 
Score: -32156.525391 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -32156.53 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32324.871094 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -32324.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32422.207031 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -32422.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32486.384766 Penalty: 576.972717
	Iteration 3F: 3 clusters Score -32486.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32522.460938 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -32522.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32544.433594 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -32544.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32572.980469 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -32572.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32594.439453 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -32594.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32604.044922 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -32604.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32608.730469 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -32608.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32610.501953 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -32610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32610.808594 Penalty: 576.972717
	Iteration 11Q: 3 clusters Score -32610.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32610.808594 Penalty: 576.972717
	Iteration 12F: 3 clusters Score -32610.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -34086.621094 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -34086.62 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 273 members 
Entering Unmasked Estep 
Score: -33557.156250 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -33557.16 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33726.839844 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -33726.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33789.679688 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -33789.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33839.468750 Penalty: 572.532776
	Iteration 3F: 3 clusters Score -33839.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33878.492188 Penalty: 572.532776
	Iteration 4F: 3 clusters Score -33878.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33904.312500 Penalty: 572.532776
	Iteration 5F: 3 clusters Score -33904.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -33927.796875 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -33927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -33936.839844 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -33936.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -33938.511719 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -33938.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -33940.562500 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -33940.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -33941.003906 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -33941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33945.515625 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -33945.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33947.187500 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -33947.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -33947.933594 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -33947.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -33947.933594 Penalty: 572.532776
	Iteration 14F: 3 clusters Score -33947.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Entering Unmasked Estep 
Score: -461687.375000 Penalty: 410.762115
	Iteration 0F: 2 clusters Score -461687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -456157.531250 Penalty: 821.524231
	Iteration 0F: 3 clusters Score -456157.5 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -458216.875000 Penalty: 821.524231
	Iteration 1F: 3 clusters Score -458216.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -458416.812500 Penalty: 821.524231
	Iteration 2F: 3 clusters Score -458416.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -458659.343750 Penalty: 821.524231
	Iteration 3F: 3 clusters Score -458659.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -458966.062500 Penalty: 821.524231
	Iteration 4F: 3 clusters Score -458966.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -459323.062500 Penalty: 821.524231
	Iteration 5F: 3 clusters Score -459323.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -459725.156250 Penalty: 821.524231
	Iteration 6F: 3 clusters Score -459725.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -460134.312500 Penalty: 821.524231
	Iteration 7F: 3 clusters Score -460134.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -460510.375000 Penalty: 821.524231
	Iteration 8F: 3 clusters Score -460510.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -460842.593750 Penalty: 821.524231
	Iteration 9Q: 3 clusters Score -460842.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -461057.156250 Penalty: 821.524231
	Iteration 10Q: 3 clusters Score -461057.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -461181.343750 Penalty: 821.524231
	Iteration 11Q: 3 clusters Score -461181.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -461239.406250 Penalty: 821.524231
	Iteration 12Q: 3 clusters Score -461239.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -461273.531250 Penalty: 821.524231
	Iteration 13Q: 3 clusters Score -461273.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -461296.125000 Penalty: 821.524231
	Iteration 14Q: 3 clusters Score -461296.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -461309.375000 Penalty: 821.524231
	Iteration 15Q: 3 clusters Score -461309.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -461315.218750 Penalty: 821.524231
	Iteration 16Q: 3 clusters Score -461315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -461319.468750 Penalty: 821.524231
	Iteration 17Q: 3 clusters Score -461319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -461322.812500 Penalty: 821.524231
	Iteration 18Q: 3 clusters Score -461322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -461326.437500 Penalty: 821.524231
	Iteration 19Q: 3 clusters Score -461326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -461333.500000 Penalty: 821.524231
	Iteration 20F: 3 clusters Score -461333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -461338.281250 Penalty: 821.524231
	Iteration 21Q: 3 clusters Score -461338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -461340.093750 Penalty: 821.524231
	Iteration 22Q: 3 clusters Score -461340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -461343.906250 Penalty: 821.524231
	Iteration 23Q: 3 clusters Score -461343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -461345.031250 Penalty: 821.524231
	Iteration 24Q: 3 clusters Score -461345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -461346.781250 Penalty: 821.524231
	Iteration 25Q: 3 clusters Score -461346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -461347.281250 Penalty: 821.524231
	Iteration 26Q: 3 clusters Score -461347.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -461347.281250 Penalty: 821.524231
	Iteration 27F: 3 clusters Score -461347.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -145475.625000 Penalty: 354.457855
	Iteration 0F: 2 clusters Score -145475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -143741.062500 Penalty: 708.915710
	Iteration 0F: 3 clusters Score -143741.1 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -144327.203125 Penalty: 708.915710
	Iteration 1F: 3 clusters Score -144327.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -144398.828125 Penalty: 708.915710
	Iteration 2F: 3 clusters Score -144398.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -144439.875000 Penalty: 708.915710
	Iteration 3Q: 3 clusters Score -144439.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -144481.671875 Penalty: 708.915710
	Iteration 4Q: 3 clusters Score -144481.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -144517.515625 Penalty: 708.915710
	Iteration 5Q: 3 clusters Score -144517.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -144551.375000 Penalty: 708.915710
	Iteration 6Q: 3 clusters Score -144551.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -144577.343750 Penalty: 708.915710
	Iteration 7Q: 3 clusters Score -144577.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -144596.031250 Penalty: 708.915710
	Iteration 8Q: 3 clusters Score -144596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -144611.031250 Penalty: 708.915710
	Iteration 9Q: 3 clusters Score -144611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -144622.828125 Penalty: 708.915710
	Iteration 10Q: 3 clusters Score -144622.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -144633.328125 Penalty: 708.915710
	Iteration 11Q: 3 clusters Score -144633.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -144644.406250 Penalty: 708.915710
	Iteration 12Q: 3 clusters Score -144644.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -144659.296875 Penalty: 708.915710
	Iteration 13Q: 3 clusters Score -144659.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -144688.062500 Penalty: 708.915710
	Iteration 14Q: 3 clusters Score -144688.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -144721.265625 Penalty: 708.915710
	Iteration 15Q: 3 clusters Score -144721.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -144751.937500 Penalty: 708.915710
	Iteration 16Q: 3 clusters Score -144751.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -144784.250000 Penalty: 708.915710
	Iteration 17Q: 3 clusters Score -144784.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -144818.765625 Penalty: 708.915710
	Iteration 18Q: 3 clusters Score -144818.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -144863.062500 Penalty: 708.915710
	Iteration 19Q: 3 clusters Score -144863.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -144911.062500 Penalty: 708.915710
	Iteration 20F: 3 clusters Score -144911.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -144943.859375 Penalty: 708.915710
	Iteration 21Q: 3 clusters Score -144943.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -144969.359375 Penalty: 708.915710
	Iteration 22Q: 3 clusters Score -144969.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -144992.984375 Penalty: 708.915710
	Iteration 23Q: 3 clusters Score -144993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -145008.406250 Penalty: 708.915710
	Iteration 24Q: 3 clusters Score -145008.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -145027.421875 Penalty: 708.915710
	Iteration 25Q: 3 clusters Score -145027.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -145040.218750 Penalty: 708.915710
	Iteration 26Q: 3 clusters Score -145040.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -145049.812500 Penalty: 708.915710
	Iteration 27Q: 3 clusters Score -145049.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -145053.687500 Penalty: 708.915710
	Iteration 28Q: 3 clusters Score -145053.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -145056.484375 Penalty: 708.915710
	Iteration 29Q: 3 clusters Score -145056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -145057.390625 Penalty: 708.915710
	Iteration 30Q: 3 clusters Score -145057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -145057.546875 Penalty: 708.915710
	Iteration 31Q: 3 clusters Score -145057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -145057.953125 Penalty: 708.915710
	Iteration 32Q: 3 clusters Score -145058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -145058.265625 Penalty: 708.915710
	Iteration 33Q: 3 clusters Score -145058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -145058.625000 Penalty: 708.915710
	Iteration 34Q: 3 clusters Score -145058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -145058.625000 Penalty: 708.915710
	Iteration 35Q: 3 clusters Score -145058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -145058.687500 Penalty: 708.915710
	Iteration 36Q: 3 clusters Score -145058.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -145058.687500 Penalty: 708.915710
	Iteration 37F: 3 clusters Score -145058.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Entering Unmasked Estep 
Score: -1278410.375000 Penalty: 453.752991
	Iteration 0F: 2 clusters Score -1278410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1264039.750000 Penalty: 907.505981
	Iteration 0F: 3 clusters Score -1264040 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1270484.750000 Penalty: 907.505981
	Iteration 1F: 3 clusters Score -1270485 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1271097.250000 Penalty: 907.505981
	Iteration 2F: 3 clusters Score -1271097 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1271755.125000 Penalty: 907.505981
	Iteration 3F: 3 clusters Score -1271755 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1272459.750000 Penalty: 907.505981
	Iteration 4F: 3 clusters Score -1272460 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1273226.750000 Penalty: 907.505981
	Iteration 5F: 3 clusters Score -1273227 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1273926.500000 Penalty: 907.505981
	Iteration 6F: 3 clusters Score -1273926 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1274441.500000 Penalty: 907.505981
	Iteration 7Q: 3 clusters Score -1274442 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1274705.250000 Penalty: 907.505981
	Iteration 8Q: 3 clusters Score -1274705 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1274824.250000 Penalty: 907.505981
	Iteration 9Q: 3 clusters Score -1274824 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1274884.750000 Penalty: 907.505981
	Iteration 10Q: 3 clusters Score -1274885 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1274921.375000 Penalty: 907.505981
	Iteration 11Q: 3 clusters Score -1274921 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1274966.500000 Penalty: 907.505981
	Iteration 12Q: 3 clusters Score -1274966 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1275005.500000 Penalty: 907.505981
	Iteration 13Q: 3 clusters Score -1275006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1275049.625000 Penalty: 907.505981
	Iteration 14Q: 3 clusters Score -1275050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1275086.375000 Penalty: 907.505981
	Iteration 15Q: 3 clusters Score -1275086 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1275127.000000 Penalty: 907.505981
	Iteration 16Q: 3 clusters Score -1275127 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1275171.875000 Penalty: 907.505981
	Iteration 17Q: 3 clusters Score -1275172 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1275222.250000 Penalty: 907.505981
	Iteration 18Q: 3 clusters Score -1275222 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1275264.875000 Penalty: 907.505981
	Iteration 19Q: 3 clusters Score -1275265 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1275305.875000 Penalty: 907.505981
	Iteration 20F: 3 clusters Score -1275306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1275350.875000 Penalty: 907.505981
	Iteration 21Q: 3 clusters Score -1275351 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1275396.750000 Penalty: 907.505981
	Iteration 22Q: 3 clusters Score -1275397 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1275448.250000 Penalty: 907.505981
	Iteration 23Q: 3 clusters Score -1275448 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1275509.625000 Penalty: 907.505981
	Iteration 24Q: 3 clusters Score -1275510 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1275556.750000 Penalty: 907.505981
	Iteration 25Q: 3 clusters Score -1275557 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1275619.000000 Penalty: 907.505981
	Iteration 26Q: 3 clusters Score -1275619 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1275669.750000 Penalty: 907.505981
	Iteration 27Q: 3 clusters Score -1275670 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1275732.250000 Penalty: 907.505981
	Iteration 28Q: 3 clusters Score -1275732 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1275810.375000 Penalty: 907.505981
	Iteration 29Q: 3 clusters Score -1275810 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1275903.625000 Penalty: 907.505981
	Iteration 30Q: 3 clusters Score -1275904 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1276010.250000 Penalty: 907.505981
	Iteration 31Q: 3 clusters Score -1276010 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1276127.625000 Penalty: 907.505981
	Iteration 32Q: 3 clusters Score -1276128 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1276228.000000 Penalty: 907.505981
	Iteration 33Q: 3 clusters Score -1276228 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1276332.375000 Penalty: 907.505981
	Iteration 34Q: 3 clusters Score -1276332 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1276440.250000 Penalty: 907.505981
	Iteration 35Q: 3 clusters Score -1276440 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1276555.000000 Penalty: 907.505981
	Iteration 36Q: 3 clusters Score -1276555 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1276684.375000 Penalty: 907.505981
	Iteration 37Q: 3 clusters Score -1276684 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1276826.500000 Penalty: 907.505981
	Iteration 38Q: 3 clusters Score -1276826 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1276969.500000 Penalty: 907.505981
	Iteration 39Q: 3 clusters Score -1276970 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1277110.375000 Penalty: 907.505981
	Iteration 40F: 3 clusters Score -1277110 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1277233.500000 Penalty: 907.505981
	Iteration 41Q: 3 clusters Score -1277234 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1277337.375000 Penalty: 907.505981
	Iteration 42Q: 3 clusters Score -1277337 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1277421.750000 Penalty: 907.505981
	Iteration 43Q: 3 clusters Score -1277422 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1277510.875000 Penalty: 907.505981
	Iteration 44Q: 3 clusters Score -1277511 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1277596.625000 Penalty: 907.505981
	Iteration 45Q: 3 clusters Score -1277597 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1277693.250000 Penalty: 907.505981
	Iteration 46Q: 3 clusters Score -1277693 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1277773.375000 Penalty: 907.505981
	Iteration 47Q: 3 clusters Score -1277773 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1277836.875000 Penalty: 907.505981
	Iteration 48Q: 3 clusters Score -1277837 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1277880.875000 Penalty: 907.505981
	Iteration 49Q: 3 clusters Score -1277881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1277917.750000 Penalty: 907.505981
	Iteration 50Q: 3 clusters Score -1277918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1277952.875000 Penalty: 907.505981
	Iteration 51Q: 3 clusters Score -1277953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1277983.625000 Penalty: 907.505981
	Iteration 52Q: 3 clusters Score -1277984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1278008.750000 Penalty: 907.505981
	Iteration 53Q: 3 clusters Score -1278009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1278024.500000 Penalty: 907.505981
	Iteration 54Q: 3 clusters Score -1278024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1278031.000000 Penalty: 907.505981
	Iteration 55Q: 3 clusters Score -1278031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1278038.750000 Penalty: 907.505981
	Iteration 56Q: 3 clusters Score -1278039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1278043.750000 Penalty: 907.505981
	Iteration 57Q: 3 clusters Score -1278044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1278045.000000 Penalty: 907.505981
	Iteration 58Q: 3 clusters Score -1278045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1278048.750000 Penalty: 907.505981
	Iteration 59Q: 3 clusters Score -1278049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1278054.750000 Penalty: 907.505981
	Iteration 60F: 3 clusters Score -1278055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1278055.625000 Penalty: 907.505981
	Iteration 61Q: 3 clusters Score -1278056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1278056.750000 Penalty: 907.505981
	Iteration 62Q: 3 clusters Score -1278057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1278057.875000 Penalty: 907.505981
	Iteration 63Q: 3 clusters Score -1278058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1278058.375000 Penalty: 907.505981
	Iteration 64Q: 3 clusters Score -1278058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1278061.375000 Penalty: 907.505981
	Iteration 65Q: 3 clusters Score -1278061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1278061.625000 Penalty: 907.505981
	Iteration 66Q: 3 clusters Score -1278062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1278063.500000 Penalty: 907.505981
	Iteration 67Q: 3 clusters Score -1278064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1278067.750000 Penalty: 907.505981
	Iteration 68Q: 3 clusters Score -1278068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1278069.625000 Penalty: 907.505981
	Iteration 69Q: 3 clusters Score -1278070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1278070.000000 Penalty: 907.505981
	Iteration 70Q: 3 clusters Score -1278070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1278070.000000 Penalty: 907.505981
	Iteration 71F: 3 clusters Score -1278070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Entering Unmasked Estep 
Score: -1415509.250000 Penalty: 442.480194
	Iteration 0F: 2 clusters Score -1415509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1406711.750000 Penalty: 884.960388
	Iteration 0F: 3 clusters Score -1406712 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1411142.125000 Penalty: 884.960388
	Iteration 1F: 3 clusters Score -1411142 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1411320.000000 Penalty: 884.960388
	Iteration 2Q: 3 clusters Score -1411320 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1411522.750000 Penalty: 884.960388
	Iteration 3Q: 3 clusters Score -1411523 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1411789.375000 Penalty: 884.960388
	Iteration 4Q: 3 clusters Score -1411789 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1412129.250000 Penalty: 884.960388
	Iteration 5Q: 3 clusters Score -1412129 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1412594.250000 Penalty: 884.960388
	Iteration 6F: 3 clusters Score -1412594 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1413216.250000 Penalty: 884.960388
	Iteration 7F: 3 clusters Score -1413216 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1413892.250000 Penalty: 884.960388
	Iteration 8F: 3 clusters Score -1413892 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1414325.875000 Penalty: 884.960388
	Iteration 9F: 3 clusters Score -1414326 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1414458.125000 Penalty: 884.960388
	Iteration 10Q: 3 clusters Score -1414458 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1414513.625000 Penalty: 884.960388
	Iteration 11Q: 3 clusters Score -1414514 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1414566.250000 Penalty: 884.960388
	Iteration 12Q: 3 clusters Score -1414566 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1414604.375000 Penalty: 884.960388
	Iteration 13Q: 3 clusters Score -1414604 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1414663.000000 Penalty: 884.960388
	Iteration 14Q: 3 clusters Score -1414663 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1414731.875000 Penalty: 884.960388
	Iteration 15Q: 3 clusters Score -1414732 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1414783.625000 Penalty: 884.960388
	Iteration 16Q: 3 clusters Score -1414784 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1414838.625000 Penalty: 884.960388
	Iteration 17Q: 3 clusters Score -1414839 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1414875.875000 Penalty: 884.960388
	Iteration 18Q: 3 clusters Score -1414876 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1414934.125000 Penalty: 884.960388
	Iteration 19Q: 3 clusters Score -1414934 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1414974.125000 Penalty: 884.960388
	Iteration 20F: 3 clusters Score -1414974 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1415005.125000 Penalty: 884.960388
	Iteration 21Q: 3 clusters Score -1415005 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1415040.375000 Penalty: 884.960388
	Iteration 22Q: 3 clusters Score -1415040 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1415074.500000 Penalty: 884.960388
	Iteration 23Q: 3 clusters Score -1415074 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1415105.000000 Penalty: 884.960388
	Iteration 24Q: 3 clusters Score -1415105 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1415124.375000 Penalty: 884.960388
	Iteration 25Q: 3 clusters Score -1415124 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1415149.500000 Penalty: 884.960388
	Iteration 26Q: 3 clusters Score -1415150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1415169.625000 Penalty: 884.960388
	Iteration 27Q: 3 clusters Score -1415170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1415179.750000 Penalty: 884.960388
	Iteration 28Q: 3 clusters Score -1415180 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1415197.750000 Penalty: 884.960388
	Iteration 29Q: 3 clusters Score -1415198 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1415216.500000 Penalty: 884.960388
	Iteration 30Q: 3 clusters Score -1415216 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1415233.875000 Penalty: 884.960388
	Iteration 31Q: 3 clusters Score -1415234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1415240.750000 Penalty: 884.960388
	Iteration 32Q: 3 clusters Score -1415241 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1415255.125000 Penalty: 884.960388
	Iteration 33Q: 3 clusters Score -1415255 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1415242.250000 Penalty: 884.960388
	Iteration 34Q: 3 clusters Score -1415242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1415241.375000 Penalty: 884.960388
	Iteration 35Q: 3 clusters Score -1415241 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1415225.000000 Penalty: 884.960388
	Iteration 36Q: 3 clusters Score -1415225 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1415206.500000 Penalty: 884.960388
	Iteration 37Q: 3 clusters Score -1415206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1415198.125000 Penalty: 884.960388
	Iteration 38Q: 3 clusters Score -1415198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1415184.875000 Penalty: 884.960388
	Iteration 39Q: 3 clusters Score -1415185 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1415169.625000 Penalty: 884.960388
	Iteration 40F: 3 clusters Score -1415170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1415163.375000 Penalty: 884.960388
	Iteration 41Q: 3 clusters Score -1415163 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1415150.000000 Penalty: 884.960388
	Iteration 42Q: 3 clusters Score -1415150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1415141.125000 Penalty: 884.960388
	Iteration 43Q: 3 clusters Score -1415141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1415138.250000 Penalty: 884.960388
	Iteration 44Q: 3 clusters Score -1415138 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1415131.500000 Penalty: 884.960388
	Iteration 45Q: 3 clusters Score -1415132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1415113.875000 Penalty: 884.960388
	Iteration 46Q: 3 clusters Score -1415114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1415110.625000 Penalty: 884.960388
	Iteration 47Q: 3 clusters Score -1415111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1415102.250000 Penalty: 884.960388
	Iteration 48Q: 3 clusters Score -1415102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1415090.500000 Penalty: 884.960388
	Iteration 49Q: 3 clusters Score -1415090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1415086.750000 Penalty: 884.960388
	Iteration 50Q: 3 clusters Score -1415087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1415083.375000 Penalty: 884.960388
	Iteration 51Q: 3 clusters Score -1415083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1415077.875000 Penalty: 884.960388
	Iteration 52Q: 3 clusters Score -1415078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1415063.500000 Penalty: 884.960388
	Iteration 53Q: 3 clusters Score -1415064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1415051.625000 Penalty: 884.960388
	Iteration 54Q: 3 clusters Score -1415052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1415050.125000 Penalty: 884.960388
	Iteration 55Q: 3 clusters Score -1415050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1415052.750000 Penalty: 884.960388
	Iteration 56Q: 3 clusters Score -1415053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1415048.750000 Penalty: 884.960388
	Iteration 57Q: 3 clusters Score -1415049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1415037.625000 Penalty: 884.960388
	Iteration 58Q: 3 clusters Score -1415038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1415032.375000 Penalty: 884.960388
	Iteration 59Q: 3 clusters Score -1415032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1415038.375000 Penalty: 884.960388
	Iteration 60F: 3 clusters Score -1415038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1415033.625000 Penalty: 884.960388
	Iteration 61Q: 3 clusters Score -1415034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1415024.000000 Penalty: 884.960388
	Iteration 62Q: 3 clusters Score -1415024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1415026.875000 Penalty: 884.960388
	Iteration 63Q: 3 clusters Score -1415027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1415023.250000 Penalty: 884.960388
	Iteration 64Q: 3 clusters Score -1415023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1415023.750000 Penalty: 884.960388
	Iteration 65Q: 3 clusters Score -1415024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1415022.375000 Penalty: 884.960388
	Iteration 66Q: 3 clusters Score -1415022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1415021.125000 Penalty: 884.960388
	Iteration 67Q: 3 clusters Score -1415021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1415021.125000 Penalty: 884.960388
	Iteration 68Q: 3 clusters Score -1415021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1415021.125000 Penalty: 884.960388
	Iteration 69F: 3 clusters Score -1415021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -25705.515625 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -25705.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25278.947266 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -25278.95 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25494.355469 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -25494.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25592.199219 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -25592.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25657.687500 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -25657.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25713.646484 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -25713.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25754.089844 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -25754.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25859.404297 Penalty: 554.924744
	Iteration 6F: 3 clusters Score -25859.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25919.740234 Penalty: 554.924744
	Iteration 7F: 3 clusters Score -25919.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25987.525391 Penalty: 554.924744
	Iteration 8F: 3 clusters Score -25987.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26059.482422 Penalty: 554.924744
	Iteration 9F: 3 clusters Score -26059.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26100.050781 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -26100.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26125.488281 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -26125.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26154.093750 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -26154.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26180.634766 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -26180.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26211.775391 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -26211.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26222.843750 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -26222.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26224.199219 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -26224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26224.199219 Penalty: 554.924744
	Iteration 17F: 3 clusters Score -26224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Entering Unmasked Estep 
Score: -14108089.000000 Penalty: 52292.964844
Splitting cluster 12 changes total score from -14107148.000000 to -14108089.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 13 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -22173.888672 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -22173.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21804.052734 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -21804.05 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21885.492188 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -21885.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21917.496094 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -21917.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21958.277344 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -21958.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21994.328125 Penalty: 518.129639
	Iteration 4F: 3 clusters Score -21994.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22044.722656 Penalty: 518.129639
	Iteration 5F: 3 clusters Score -22044.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22068.019531 Penalty: 518.129639
	Iteration 6F: 3 clusters Score -22068.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22078.503906 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -22078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22084.671875 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -22084.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22092.376953 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -22092.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22103.791016 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -22103.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22122.503906 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -22122.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22136.724609 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -22136.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22156.087891 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -22156.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22171.531250 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -22171.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22182.154297 Penalty: 518.129639
	Iteration 15Q: 3 clusters Score -22182.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22186.609375 Penalty: 518.129639
	Iteration 16Q: 3 clusters Score -22186.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22187.503906 Penalty: 518.129639
	Iteration 17Q: 3 clusters Score -22187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22187.503906 Penalty: 518.129639
	Iteration 18F: 3 clusters Score -22187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 190 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Entering Unmasked Estep 
Score: -14107800.000000 Penalty: 52855.253906
Splitting cluster 13 changes total score from -14107148.000000 to -14107800.000000
So it's getting split into cluster 94.
Entering ConstructFrom: 
Trying to split cluster 14 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9896.239258 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9896.239 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 75 members 
Entering Unmasked Estep 
Score: -9614.818359 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9614.818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9704.736328 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9704.736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9743.777344 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9743.777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9764.102539 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -9764.103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9774.900391 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9777.389648 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9777.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9777.609375 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9777.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9777.609375 Penalty: 469.474030
	Iteration 7F: 3 clusters Score -9777.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -17407.781250 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -17407.78 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 143 members 
Entering Unmasked Estep 
Score: -17072.779297 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -17072.78 nChanged 102
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: -17204.314453 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -17204.31 nChanged 24
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: -17238.158203 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -17238.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17265.328125 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -17265.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17284.998047 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -17285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17305.283203 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -17305.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17322.611328 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -17322.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17328.990234 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -17328.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17338.882812 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -17338.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17348.914062 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -17348.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17360.154297 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -17360.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17371.134766 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -17371.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17384.736328 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -17384.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17391.992188 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -17391.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17394.535156 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -17394.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17395.509766 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -17395.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17395.716797 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -17395.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17396.251953 Penalty: 522.321167
	Iteration 17Q: 3 clusters Score -17396.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17396.251953 Penalty: 522.321167
	Iteration 18F: 3 clusters Score -17396.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -28361.527344 Penalty: 292.405212
	Iteration 0F: 2 clusters Score -28361.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27818.798828 Penalty: 584.810425
	Iteration 0F: 3 clusters Score -27818.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28032.824219 Penalty: 584.810425
	Iteration 1F: 3 clusters Score -28032.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28099.468750 Penalty: 584.810425
	Iteration 2F: 3 clusters Score -28099.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28143.103516 Penalty: 584.810425
	Iteration 3F: 3 clusters Score -28143.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28168.167969 Penalty: 584.810425
	Iteration 4Q: 3 clusters Score -28168.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28176.876953 Penalty: 584.810425
	Iteration 5Q: 3 clusters Score -28176.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28181.673828 Penalty: 584.810425
	Iteration 6Q: 3 clusters Score -28181.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28187.613281 Penalty: 584.810425
	Iteration 7Q: 3 clusters Score -28187.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28192.421875 Penalty: 584.810425
	Iteration 8Q: 3 clusters Score -28192.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28194.585938 Penalty: 584.810425
	Iteration 9Q: 3 clusters Score -28194.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28197.695312 Penalty: 584.810425
	Iteration 10Q: 3 clusters Score -28197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28198.148438 Penalty: 584.810425
	Iteration 11Q: 3 clusters Score -28198.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28198.148438 Penalty: 584.810425
	Iteration 12F: 3 clusters Score -28198.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -33954.804688 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -33954.8 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 281 members 
Entering Unmasked Estep 
Score: -33454.792969 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -33454.79 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33577.968750 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -33577.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33604.835938 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -33604.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33628.226562 Penalty: 574.697571
	Iteration 3Q: 3 clusters Score -33628.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33665.019531 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -33665.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33686.023438 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -33686.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33702.085938 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -33702.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33714.441406 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -33714.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33723.960938 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -33723.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33733.753906 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -33733.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33738.746094 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -33738.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33741.437500 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -33741.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33742.296875 Penalty: 574.697571
	Iteration 12Q: 3 clusters Score -33742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33745.503906 Penalty: 574.697571
	Iteration 13Q: 3 clusters Score -33745.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33748.972656 Penalty: 574.697571
	Iteration 14Q: 3 clusters Score -33748.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33751.214844 Penalty: 574.697571
	Iteration 15Q: 3 clusters Score -33751.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33753.707031 Penalty: 574.697571
	Iteration 16Q: 3 clusters Score -33753.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33757.117188 Penalty: 574.697571
	Iteration 17Q: 3 clusters Score -33757.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33757.246094 Penalty: 574.697571
	Iteration 18Q: 3 clusters Score -33757.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33757.246094 Penalty: 574.697571
	Iteration 19F: 3 clusters Score -33757.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -10766.638672 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -10766.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10508.006836 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -10508.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10647.396484 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -10647.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10740.672852 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -10740.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10836.694336 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -10836.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10962.313477 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -10962.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10969.191406 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -10969.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10969.191406 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -10969.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Entering Unmasked Estep 
Score: -14107675.000000 Penalty: 53417.542969
Splitting cluster 18 changes total score from -14107148.000000 to -14107675.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19106.580078 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -19106.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18709.775391 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -18709.78 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18804.193359 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -18804.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18838.394531 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -18838.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18853.404297 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -18853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18859.128906 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -18859.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18864.869141 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -18864.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18870.488281 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -18870.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18875.900391 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -18875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18878.691406 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -18878.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18880.099609 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -18880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18880.099609 Penalty: 537.387939
	Iteration 10F: 3 clusters Score -18880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2301.643066 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2301.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2158.770508 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2158.771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2178.677734 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2178.678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2180.755127 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2180.755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2180.755127 Penalty: 362.997559
	Iteration 3F: 3 clusters Score -2180.755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -60069.207031 Penalty: 318.140381
	Iteration 0F: 2 clusters Score -60069.21 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 556 members 
Entering Unmasked Estep 
Score: -59208.500000 Penalty: 636.280762
	Iteration 0F: 3 clusters Score -59208.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -59483.183594 Penalty: 636.280762
	Iteration 1F: 3 clusters Score -59483.18 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59583.425781 Penalty: 636.280762
	Iteration 2F: 3 clusters Score -59583.43 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -59685.886719 Penalty: 636.280762
	Iteration 3F: 3 clusters Score -59685.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59739.144531 Penalty: 636.280762
	Iteration 4F: 3 clusters Score -59739.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59764.957031 Penalty: 636.280762
	Iteration 5Q: 3 clusters Score -59764.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -59788.207031 Penalty: 636.280762
	Iteration 6Q: 3 clusters Score -59788.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -59801.125000 Penalty: 636.280762
	Iteration 7Q: 3 clusters Score -59801.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -59807.250000 Penalty: 636.280762
	Iteration 8Q: 3 clusters Score -59807.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -59812.714844 Penalty: 636.280762
	Iteration 9Q: 3 clusters Score -59812.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -59816.394531 Penalty: 636.280762
	Iteration 10Q: 3 clusters Score -59816.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -59818.859375 Penalty: 636.280762
	Iteration 11Q: 3 clusters Score -59818.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -59821.882812 Penalty: 636.280762
	Iteration 12Q: 3 clusters Score -59821.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -59823.957031 Penalty: 636.280762
	Iteration 13Q: 3 clusters Score -59823.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -59824.921875 Penalty: 636.280762
	Iteration 14Q: 3 clusters Score -59824.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -59825.027344 Penalty: 636.280762
	Iteration 15Q: 3 clusters Score -59825.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -59825.027344 Penalty: 636.280762
	Iteration 16F: 3 clusters Score -59825.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -166758.062500 Penalty: 357.019836
	Iteration 0F: 2 clusters Score -166758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -164948.437500 Penalty: 714.039673
	Iteration 0F: 3 clusters Score -164948.4 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -165603.640625 Penalty: 714.039673
	Iteration 1F: 3 clusters Score -165603.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -165703.750000 Penalty: 714.039673
	Iteration 2F: 3 clusters Score -165703.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -165810.156250 Penalty: 714.039673
	Iteration 3F: 3 clusters Score -165810.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -165910.890625 Penalty: 714.039673
	Iteration 4F: 3 clusters Score -165910.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -166012.875000 Penalty: 714.039673
	Iteration 5F: 3 clusters Score -166012.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -166113.375000 Penalty: 714.039673
	Iteration 6F: 3 clusters Score -166113.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -166221.546875 Penalty: 714.039673
	Iteration 7Q: 3 clusters Score -166221.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -166305.781250 Penalty: 714.039673
	Iteration 8Q: 3 clusters Score -166305.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -166362.515625 Penalty: 714.039673
	Iteration 9Q: 3 clusters Score -166362.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -166379.171875 Penalty: 714.039673
	Iteration 10Q: 3 clusters Score -166379.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -166385.312500 Penalty: 714.039673
	Iteration 11Q: 3 clusters Score -166385.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -166389.906250 Penalty: 714.039673
	Iteration 12Q: 3 clusters Score -166389.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -166396.406250 Penalty: 714.039673
	Iteration 13Q: 3 clusters Score -166396.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -166404.125000 Penalty: 714.039673
	Iteration 14Q: 3 clusters Score -166404.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -166409.968750 Penalty: 714.039673
	Iteration 15Q: 3 clusters Score -166410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -166416.500000 Penalty: 714.039673
	Iteration 16Q: 3 clusters Score -166416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -166418.656250 Penalty: 714.039673
	Iteration 17Q: 3 clusters Score -166418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -166420.000000 Penalty: 714.039673
	Iteration 18Q: 3 clusters Score -166420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -166422.765625 Penalty: 714.039673
	Iteration 19Q: 3 clusters Score -166422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -166423.843750 Penalty: 714.039673
	Iteration 20F: 3 clusters Score -166423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -166424.375000 Penalty: 714.039673
	Iteration 21Q: 3 clusters Score -166424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -166425.406250 Penalty: 714.039673
	Iteration 22Q: 3 clusters Score -166425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -166424.812500 Penalty: 714.039673
	Iteration 23Q: 3 clusters Score -166424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -166425.703125 Penalty: 714.039673
	Iteration 24Q: 3 clusters Score -166425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -166426.062500 Penalty: 714.039673
	Iteration 25Q: 3 clusters Score -166426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -166426.562500 Penalty: 714.039673
	Iteration 26Q: 3 clusters Score -166426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -166427.890625 Penalty: 714.039673
	Iteration 27Q: 3 clusters Score -166427.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -166430.437500 Penalty: 714.039673
	Iteration 28Q: 3 clusters Score -166430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -166431.203125 Penalty: 714.039673
	Iteration 29Q: 3 clusters Score -166431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -166432.312500 Penalty: 714.039673
	Iteration 30Q: 3 clusters Score -166432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -166433.453125 Penalty: 714.039673
	Iteration 31Q: 3 clusters Score -166433.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -166434.593750 Penalty: 714.039673
	Iteration 32Q: 3 clusters Score -166434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -166435.531250 Penalty: 714.039673
	Iteration 33Q: 3 clusters Score -166435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -166435.843750 Penalty: 714.039673
	Iteration 34Q: 3 clusters Score -166435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -166438.078125 Penalty: 714.039673
	Iteration 35Q: 3 clusters Score -166438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -166439.140625 Penalty: 714.039673
	Iteration 36Q: 3 clusters Score -166439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -166439.953125 Penalty: 714.039673
	Iteration 37Q: 3 clusters Score -166440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -166440.156250 Penalty: 714.039673
	Iteration 38Q: 3 clusters Score -166440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -166440.500000 Penalty: 714.039673
	Iteration 39Q: 3 clusters Score -166440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -166440.500000 Penalty: 714.039673
	Iteration 40F: 3 clusters Score -166440.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -20679.640625 Penalty: 273.624054
	Iteration 0F: 2 clusters Score -20679.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20281.480469 Penalty: 547.248108
	Iteration 0F: 3 clusters Score -20281.48 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20494.792969 Penalty: 547.248108
	Iteration 1F: 3 clusters Score -20494.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20565.126953 Penalty: 547.248108
	Iteration 2F: 3 clusters Score -20565.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20589.730469 Penalty: 547.248108
	Iteration 3F: 3 clusters Score -20589.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20604.484375 Penalty: 547.248108
	Iteration 4Q: 3 clusters Score -20604.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20618.386719 Penalty: 547.248108
	Iteration 5Q: 3 clusters Score -20618.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20625.337891 Penalty: 547.248108
	Iteration 6Q: 3 clusters Score -20625.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20631.935547 Penalty: 547.248108
	Iteration 7Q: 3 clusters Score -20631.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20636.648438 Penalty: 547.248108
	Iteration 8Q: 3 clusters Score -20636.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20638.132812 Penalty: 547.248108
	Iteration 9Q: 3 clusters Score -20638.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20639.076172 Penalty: 547.248108
	Iteration 10Q: 3 clusters Score -20639.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20639.076172 Penalty: 547.248108
	Iteration 11F: 3 clusters Score -20639.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -47560.062500 Penalty: 307.281433
	Iteration 0F: 2 clusters Score -47560.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46831.460938 Penalty: 614.562866
	Iteration 0F: 3 clusters Score -46831.46 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47052.320312 Penalty: 614.562866
	Iteration 1F: 3 clusters Score -47052.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47111.945312 Penalty: 614.562866
	Iteration 2F: 3 clusters Score -47111.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47154.785156 Penalty: 614.562866
	Iteration 3F: 3 clusters Score -47154.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47192.101562 Penalty: 614.562866
	Iteration 4F: 3 clusters Score -47192.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47243.320312 Penalty: 614.562866
	Iteration 5F: 3 clusters Score -47243.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47272.468750 Penalty: 614.562866
	Iteration 6Q: 3 clusters Score -47272.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47298.757812 Penalty: 614.562866
	Iteration 7Q: 3 clusters Score -47298.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47321.742188 Penalty: 614.562866
	Iteration 8Q: 3 clusters Score -47321.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47337.289062 Penalty: 614.562866
	Iteration 9Q: 3 clusters Score -47337.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47347.722656 Penalty: 614.562866
	Iteration 10Q: 3 clusters Score -47347.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47354.015625 Penalty: 614.562866
	Iteration 11Q: 3 clusters Score -47354.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47371.429688 Penalty: 614.562866
	Iteration 12Q: 3 clusters Score -47371.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47387.246094 Penalty: 614.562866
	Iteration 13Q: 3 clusters Score -47387.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47395.386719 Penalty: 614.562866
	Iteration 14Q: 3 clusters Score -47395.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47401.488281 Penalty: 614.562866
	Iteration 15Q: 3 clusters Score -47401.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47409.437500 Penalty: 614.562866
	Iteration 16Q: 3 clusters Score -47409.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47420.839844 Penalty: 614.562866
	Iteration 17Q: 3 clusters Score -47420.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -47432.175781 Penalty: 614.562866
	Iteration 18Q: 3 clusters Score -47432.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -47439.933594 Penalty: 614.562866
	Iteration 19Q: 3 clusters Score -47439.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -47443.593750 Penalty: 614.562866
	Iteration 20F: 3 clusters Score -47443.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -47445.503906 Penalty: 614.562866
	Iteration 21Q: 3 clusters Score -47445.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -47447.007812 Penalty: 614.562866
	Iteration 22Q: 3 clusters Score -47447.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -47449.132812 Penalty: 614.562866
	Iteration 23Q: 3 clusters Score -47449.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -47450.496094 Penalty: 614.562866
	Iteration 24Q: 3 clusters Score -47450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -47453.511719 Penalty: 614.562866
	Iteration 25Q: 3 clusters Score -47453.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -47453.511719 Penalty: 614.562866
	Iteration 26F: 3 clusters Score -47453.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -32474.078125 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -32474.08 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 267 members 
Entering Unmasked Estep 
Score: -31985.773438 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -31985.77 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32144.203125 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -32144.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32178.003906 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -32178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32194.335938 Penalty: 571.856201
	Iteration 3Q: 3 clusters Score -32194.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32206.857422 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -32206.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32211.109375 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -32211.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32211.617188 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -32211.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32212.412109 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -32212.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32213.011719 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -32213.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32214.583984 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -32214.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32214.773438 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -32214.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32215.201172 Penalty: 571.856201
	Iteration 11Q: 3 clusters Score -32215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32216.072266 Penalty: 571.856201
	Iteration 12Q: 3 clusters Score -32216.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32217.486328 Penalty: 571.856201
	Iteration 13Q: 3 clusters Score -32217.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32219.210938 Penalty: 571.856201
	Iteration 14Q: 3 clusters Score -32219.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32224.531250 Penalty: 571.856201
	Iteration 15Q: 3 clusters Score -32224.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32230.574219 Penalty: 571.856201
	Iteration 16Q: 3 clusters Score -32230.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32236.910156 Penalty: 571.856201
	Iteration 17Q: 3 clusters Score -32236.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32242.291016 Penalty: 571.856201
	Iteration 18Q: 3 clusters Score -32242.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32247.421875 Penalty: 571.856201
	Iteration 19Q: 3 clusters Score -32247.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32249.906250 Penalty: 571.856201
	Iteration 20F: 3 clusters Score -32249.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32250.992188 Penalty: 571.856201
	Iteration 21Q: 3 clusters Score -32250.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32250.992188 Penalty: 571.856201
	Iteration 22F: 3 clusters Score -32250.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -118854.179688 Penalty: 344.991425
	Iteration 0F: 2 clusters Score -118854.2 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 963 members 
Entering Unmasked Estep 
Score: -117439.890625 Penalty: 689.982849
	Iteration 0F: 3 clusters Score -117439.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -117911.773438 Penalty: 689.982849
	Iteration 1F: 3 clusters Score -117911.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -117956.671875 Penalty: 689.982849
	Iteration 2F: 3 clusters Score -117956.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -117984.195312 Penalty: 689.982849
	Iteration 3Q: 3 clusters Score -117984.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -118015.585938 Penalty: 689.982849
	Iteration 4Q: 3 clusters Score -118015.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -118065.687500 Penalty: 689.982849
	Iteration 5Q: 3 clusters Score -118065.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -118130.632812 Penalty: 689.982849
	Iteration 6F: 3 clusters Score -118130.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118226.625000 Penalty: 689.982849
	Iteration 7F: 3 clusters Score -118226.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118336.101562 Penalty: 689.982849
	Iteration 8F: 3 clusters Score -118336.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118424.453125 Penalty: 689.982849
	Iteration 9Q: 3 clusters Score -118424.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118478.671875 Penalty: 689.982849
	Iteration 10Q: 3 clusters Score -118478.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118514.695312 Penalty: 689.982849
	Iteration 11Q: 3 clusters Score -118514.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118536.101562 Penalty: 689.982849
	Iteration 12Q: 3 clusters Score -118536.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118544.328125 Penalty: 689.982849
	Iteration 13Q: 3 clusters Score -118544.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118551.507812 Penalty: 689.982849
	Iteration 14Q: 3 clusters Score -118551.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118559.164062 Penalty: 689.982849
	Iteration 15Q: 3 clusters Score -118559.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118565.125000 Penalty: 689.982849
	Iteration 16Q: 3 clusters Score -118565.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -118569.843750 Penalty: 689.982849
	Iteration 17Q: 3 clusters Score -118569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118571.421875 Penalty: 689.982849
	Iteration 18Q: 3 clusters Score -118571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118571.898438 Penalty: 689.982849
	Iteration 19Q: 3 clusters Score -118571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118572.648438 Penalty: 689.982849
	Iteration 20F: 3 clusters Score -118572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118573.328125 Penalty: 689.982849
	Iteration 21Q: 3 clusters Score -118573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118574.265625 Penalty: 689.982849
	Iteration 22Q: 3 clusters Score -118574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -118574.500000 Penalty: 689.982849
	Iteration 23Q: 3 clusters Score -118574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -118575.164062 Penalty: 689.982849
	Iteration 24Q: 3 clusters Score -118575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118575.429688 Penalty: 689.982849
	Iteration 25Q: 3 clusters Score -118575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118575.625000 Penalty: 689.982849
	Iteration 26Q: 3 clusters Score -118575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118576.382812 Penalty: 689.982849
	Iteration 27Q: 3 clusters Score -118576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118576.867188 Penalty: 689.982849
	Iteration 28Q: 3 clusters Score -118576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118577.171875 Penalty: 689.982849
	Iteration 29Q: 3 clusters Score -118577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118577.171875 Penalty: 689.982849
	Iteration 30F: 3 clusters Score -118577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -41263.031250 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -41263.03 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 341 members 
Entering Unmasked Estep 
Score: -40662.925781 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -40662.93 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40813.207031 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -40813.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40846.519531 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -40846.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40868.378906 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -40868.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40884.003906 Penalty: 592.838867
	Iteration 4Q: 3 clusters Score -40884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40894.894531 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -40894.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40900.351562 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -40900.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40903.511719 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -40903.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40906.546875 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -40906.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40907.871094 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -40907.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40908.390625 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -40908.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40911.136719 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -40911.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40918.527344 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -40918.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40926.339844 Penalty: 592.838867
	Iteration 13Q: 3 clusters Score -40926.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40932.675781 Penalty: 592.838867
	Iteration 14Q: 3 clusters Score -40932.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40938.503906 Penalty: 592.838867
	Iteration 15Q: 3 clusters Score -40938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40940.281250 Penalty: 592.838867
	Iteration 16Q: 3 clusters Score -40940.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40941.085938 Penalty: 592.838867
	Iteration 17Q: 3 clusters Score -40941.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40941.921875 Penalty: 592.838867
	Iteration 18Q: 3 clusters Score -40941.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40942.824219 Penalty: 592.838867
	Iteration 19Q: 3 clusters Score -40942.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40943.054688 Penalty: 592.838867
	Iteration 20F: 3 clusters Score -40943.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40943.195312 Penalty: 592.838867
	Iteration 21Q: 3 clusters Score -40943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40943.195312 Penalty: 592.838867
	Iteration 22F: 3 clusters Score -40943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -87203.187500 Penalty: 333.053833
	Iteration 0F: 2 clusters Score -87203.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -86087.828125 Penalty: 666.107666
	Iteration 0F: 3 clusters Score -86087.83 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -86459.859375 Penalty: 666.107666
	Iteration 1F: 3 clusters Score -86459.86 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86583.031250 Penalty: 666.107666
	Iteration 2F: 3 clusters Score -86583.03 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -86728.023438 Penalty: 666.107666
	Iteration 3F: 3 clusters Score -86728.02 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -86831.765625 Penalty: 666.107666
	Iteration 4F: 3 clusters Score -86831.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -86902.140625 Penalty: 666.107666
	Iteration 5F: 3 clusters Score -86902.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86948.500000 Penalty: 666.107666
	Iteration 6Q: 3 clusters Score -86948.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86976.882812 Penalty: 666.107666
	Iteration 7Q: 3 clusters Score -86976.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -86993.609375 Penalty: 666.107666
	Iteration 8Q: 3 clusters Score -86993.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87010.656250 Penalty: 666.107666
	Iteration 9Q: 3 clusters Score -87010.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87030.335938 Penalty: 666.107666
	Iteration 10Q: 3 clusters Score -87030.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87042.390625 Penalty: 666.107666
	Iteration 11Q: 3 clusters Score -87042.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87053.171875 Penalty: 666.107666
	Iteration 12Q: 3 clusters Score -87053.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87057.546875 Penalty: 666.107666
	Iteration 13Q: 3 clusters Score -87057.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87060.218750 Penalty: 666.107666
	Iteration 14Q: 3 clusters Score -87060.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -87065.320312 Penalty: 666.107666
	Iteration 15Q: 3 clusters Score -87065.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -87071.015625 Penalty: 666.107666
	Iteration 16Q: 3 clusters Score -87071.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87074.226562 Penalty: 666.107666
	Iteration 17Q: 3 clusters Score -87074.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87076.210938 Penalty: 666.107666
	Iteration 18Q: 3 clusters Score -87076.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87077.843750 Penalty: 666.107666
	Iteration 19Q: 3 clusters Score -87077.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87078.226562 Penalty: 666.107666
	Iteration 20F: 3 clusters Score -87078.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -87078.734375 Penalty: 666.107666
	Iteration 21Q: 3 clusters Score -87078.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87079.312500 Penalty: 666.107666
	Iteration 22Q: 3 clusters Score -87079.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87080.851562 Penalty: 666.107666
	Iteration 23Q: 3 clusters Score -87080.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87082.015625 Penalty: 666.107666
	Iteration 24Q: 3 clusters Score -87082.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87083.640625 Penalty: 666.107666
	Iteration 25Q: 3 clusters Score -87083.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87085.414062 Penalty: 666.107666
	Iteration 26Q: 3 clusters Score -87085.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -87086.812500 Penalty: 666.107666
	Iteration 27Q: 3 clusters Score -87086.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -87088.242188 Penalty: 666.107666
	Iteration 28Q: 3 clusters Score -87088.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -87091.367188 Penalty: 666.107666
	Iteration 29Q: 3 clusters Score -87091.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -87092.734375 Penalty: 666.107666
	Iteration 30Q: 3 clusters Score -87092.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -87093.843750 Penalty: 666.107666
	Iteration 31Q: 3 clusters Score -87093.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -87095.851562 Penalty: 666.107666
	Iteration 32Q: 3 clusters Score -87095.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -87097.820312 Penalty: 666.107666
	Iteration 33Q: 3 clusters Score -87097.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -87099.773438 Penalty: 666.107666
	Iteration 34Q: 3 clusters Score -87099.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -87100.726562 Penalty: 666.107666
	Iteration 35Q: 3 clusters Score -87100.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -87101.148438 Penalty: 666.107666
	Iteration 36Q: 3 clusters Score -87101.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -87101.460938 Penalty: 666.107666
	Iteration 37Q: 3 clusters Score -87101.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -87101.585938 Penalty: 666.107666
	Iteration 38Q: 3 clusters Score -87101.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -87101.656250 Penalty: 666.107666
	Iteration 39Q: 3 clusters Score -87101.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -87101.656250 Penalty: 666.107666
	Iteration 40F: 3 clusters Score -87101.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -57915.078125 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -57915.08 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 379 members 
Entering Unmasked Estep 
Score: -57278.808594 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -57278.81 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57471.945312 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -57471.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -57517.343750 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -57517.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -57547.550781 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -57547.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -57582.187500 Penalty: 601.450806
	Iteration 4F: 3 clusters Score -57582.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -57612.984375 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -57612.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57629.285156 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -57629.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -57642.050781 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -57642.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -57671.117188 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -57671.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -57690.484375 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -57690.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -57705.750000 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -57705.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -57725.390625 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -57725.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -57738.613281 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -57738.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -57760.894531 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -57760.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -57774.828125 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -57774.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -57780.175781 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -57780.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -57782.531250 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -57782.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -57785.292969 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -57785.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57786.742188 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -57786.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -57786.949219 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -57786.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57790.453125 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -57790.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57793.867188 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -57793.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -57801.035156 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -57801.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -57804.195312 Penalty: 601.450806
	Iteration 23Q: 3 clusters Score -57804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -57804.476562 Penalty: 601.450806
	Iteration 24Q: 3 clusters Score -57804.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -57805.359375 Penalty: 601.450806
	Iteration 25Q: 3 clusters Score -57805.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -57806.292969 Penalty: 601.450806
	Iteration 26Q: 3 clusters Score -57806.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -57807.035156 Penalty: 601.450806
	Iteration 27Q: 3 clusters Score -57807.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -57807.554688 Penalty: 601.450806
	Iteration 28Q: 3 clusters Score -57807.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -57808.917969 Penalty: 601.450806
	Iteration 29Q: 3 clusters Score -57808.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -57808.917969 Penalty: 601.450806
	Iteration 30F: 3 clusters Score -57808.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -5964.998047 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -5964.998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5775.898926 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -5775.899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5815.574219 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -5815.574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5819.835449 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -5819.835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5822.410156 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -5822.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5822.410156 Penalty: 408.465912
	Iteration 4F: 3 clusters Score -5822.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -31459.892578 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -31459.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30992.109375 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -30992.11 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31106.345703 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -31106.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31135.511719 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -31135.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31154.025391 Penalty: 556.947083
	Iteration 3Q: 3 clusters Score -31154.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31168.732422 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -31168.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31170.214844 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -31170.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31173.851562 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -31173.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31174.978516 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -31174.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31176.101562 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -31176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31177.427734 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -31177.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31180.333984 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -31180.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31181.638672 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -31181.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31182.972656 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -31182.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31185.736328 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -31185.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31185.929688 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -31185.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31186.847656 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -31186.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31187.582031 Penalty: 556.947083
	Iteration 16Q: 3 clusters Score -31187.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31188.091797 Penalty: 556.947083
	Iteration 17Q: 3 clusters Score -31188.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31191.095703 Penalty: 556.947083
	Iteration 18Q: 3 clusters Score -31191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31198.437500 Penalty: 556.947083
	Iteration 19Q: 3 clusters Score -31198.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31211.316406 Penalty: 556.947083
	Iteration 20F: 3 clusters Score -31211.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31227.650391 Penalty: 556.947083
	Iteration 21Q: 3 clusters Score -31227.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31236.216797 Penalty: 556.947083
	Iteration 22Q: 3 clusters Score -31236.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31240.998047 Penalty: 556.947083
	Iteration 23Q: 3 clusters Score -31241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31246.462891 Penalty: 556.947083
	Iteration 24Q: 3 clusters Score -31246.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31254.912109 Penalty: 556.947083
	Iteration 25Q: 3 clusters Score -31254.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31261.679688 Penalty: 556.947083
	Iteration 26Q: 3 clusters Score -31261.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31273.568359 Penalty: 556.947083
	Iteration 27Q: 3 clusters Score -31273.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31277.392578 Penalty: 556.947083
	Iteration 28Q: 3 clusters Score -31277.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31282.162109 Penalty: 556.947083
	Iteration 29Q: 3 clusters Score -31282.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31291.427734 Penalty: 556.947083
	Iteration 30Q: 3 clusters Score -31291.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31301.673828 Penalty: 556.947083
	Iteration 31Q: 3 clusters Score -31301.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31317.505859 Penalty: 556.947083
	Iteration 32Q: 3 clusters Score -31317.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31329.017578 Penalty: 556.947083
	Iteration 33Q: 3 clusters Score -31329.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31334.687500 Penalty: 556.947083
	Iteration 34Q: 3 clusters Score -31334.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31353.650391 Penalty: 556.947083
	Iteration 35Q: 3 clusters Score -31353.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31378.937500 Penalty: 556.947083
	Iteration 36Q: 3 clusters Score -31378.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31395.304688 Penalty: 556.947083
	Iteration 37Q: 3 clusters Score -31395.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31413.703125 Penalty: 556.947083
	Iteration 38Q: 3 clusters Score -31413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31423.457031 Penalty: 556.947083
	Iteration 39Q: 3 clusters Score -31423.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31429.195312 Penalty: 556.947083
	Iteration 40F: 3 clusters Score -31429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31437.275391 Penalty: 556.947083
	Iteration 41Q: 3 clusters Score -31437.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31441.289062 Penalty: 556.947083
	Iteration 42Q: 3 clusters Score -31441.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31441.572266 Penalty: 556.947083
	Iteration 43Q: 3 clusters Score -31441.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31441.800781 Penalty: 556.947083
	Iteration 44Q: 3 clusters Score -31441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31442.947266 Penalty: 556.947083
	Iteration 45Q: 3 clusters Score -31442.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31442.947266 Penalty: 556.947083
	Iteration 46F: 3 clusters Score -31442.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -12880.682617 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -12880.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12561.927734 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -12561.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12632.304688 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -12632.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12651.129883 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -12651.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12656.841797 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -12656.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12657.348633 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -12657.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12658.320312 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -12658.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12661.386719 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -12661.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12666.249023 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -12666.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12673.286133 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -12673.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12683.529297 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -12683.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12694.470703 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -12694.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12705.384766 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -12705.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12710.313477 Penalty: 500.985168
	Iteration 12Q: 3 clusters Score -12710.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12716.703125 Penalty: 500.985168
	Iteration 13Q: 3 clusters Score -12716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12718.069336 Penalty: 500.985168
	Iteration 14Q: 3 clusters Score -12718.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12725.311523 Penalty: 500.985168
	Iteration 15Q: 3 clusters Score -12725.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12728.084961 Penalty: 500.985168
	Iteration 16Q: 3 clusters Score -12728.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12728.996094 Penalty: 500.985168
	Iteration 17Q: 3 clusters Score -12729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12728.996094 Penalty: 500.985168
	Iteration 18F: 3 clusters Score -12729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3065.178711 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3065.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2923.023438 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2923.023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2941.895020 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2941.895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2954.093506 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -2954.094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2956.741455 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -2956.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2956.741455 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -2956.741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -8598.859375 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -8598.859 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 86 members 
Entering Unmasked Estep 
Score: -8330.664062 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -8330.664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8440.234375 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -8440.234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8527.717773 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -8527.718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8562.538086 Penalty: 467.891388
	Iteration 3F: 3 clusters Score -8562.538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8589.656250 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -8589.656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8619.958984 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -8619.959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8628.264648 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -8628.265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8630.222656 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -8630.223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8634.817383 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -8634.817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8644.645508 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -8644.646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8645.323242 Penalty: 467.891388
	Iteration 10Q: 3 clusters Score -8645.323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -8647.269531 Penalty: 467.891388
	Iteration 11Q: 3 clusters Score -8647.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8657.638672 Penalty: 467.891388
	Iteration 12Q: 3 clusters Score -8657.639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8661.778320 Penalty: 467.891388
	Iteration 13Q: 3 clusters Score -8661.778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8675.291016 Penalty: 467.891388
	Iteration 14Q: 3 clusters Score -8675.291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8679.833984 Penalty: 467.891388
	Iteration 15Q: 3 clusters Score -8679.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8683.790039 Penalty: 467.891388
	Iteration 16Q: 3 clusters Score -8683.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8687.640625 Penalty: 467.891388
	Iteration 17Q: 3 clusters Score -8687.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8687.640625 Penalty: 467.891388
	Iteration 18F: 3 clusters Score -8687.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Entering Unmasked Estep 
Score: -14107436.000000 Penalty: 53979.835938
Splitting cluster 35 changes total score from -14107148.000000 to -14107436.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 36 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10400.037109 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10400.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10141.440430 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10141.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10192.429688 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10192.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10217.090820 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10217.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10239.937500 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -10239.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10271.971680 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10271.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10303.032227 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10303.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10310.685547 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10310.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10314.060547 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10314.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10322.353516 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10322.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10323.751953 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -10323.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10323.751953 Penalty: 470.514038
	Iteration 10F: 3 clusters Score -10323.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8826.857422 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8826.857 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 86 members 
Entering Unmasked Estep 
Score: -8559.415039 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8559.415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8651.696289 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8651.696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8675.563477 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8675.563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8693.299805 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -8693.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8707.300781 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -8707.301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8729.896484 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -8729.896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8757.694336 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -8757.694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8785.350586 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -8785.351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8831.294922 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -8831.295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8845.818359 Penalty: 473.063202
	Iteration 9Q: 3 clusters Score -8845.818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8852.740234 Penalty: 473.063202
	Iteration 10Q: 3 clusters Score -8852.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8856.193359 Penalty: 473.063202
	Iteration 11Q: 3 clusters Score -8856.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8856.193359 Penalty: 473.063202
	Iteration 12F: 3 clusters Score -8856.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 76 members 
Mstep: Class 38 contains 336 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 105 members 
Entering Unmasked Estep 
Score: -14107142.000000 Penalty: 54542.125000
Splitting cluster 37 changes total score from -14107148.000000 to -14107142.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -17187.123047 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -17187.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16862.609375 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -16862.61 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17061.199219 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -17061.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17143.232422 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -17143.23 nChanged 17
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: -17187.199219 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -17187.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17210.222656 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -17210.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17230.744141 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -17230.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17246.546875 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -17246.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17257.074219 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -17257.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17263.189453 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -17263.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17266.439453 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -17266.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17268.964844 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -17268.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17269.664062 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -17269.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17270.617188 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -17270.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17270.617188 Penalty: 529.357117
	Iteration 13F: 3 clusters Score -17270.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Entering Unmasked Estep 
Score: -14107223.000000 Penalty: 54542.125000
Splitting cluster 38 changes total score from -14107148.000000 to -14107223.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 39 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3768.969482 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3768.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3596.896729 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3596.897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3633.150391 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3633.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3635.023438 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -3635.023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3635.023438 Penalty: 396.460510
	Iteration 3F: 3 clusters Score -3635.023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -4711.989746 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -4711.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4509.293457 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -4509.293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4619.640137 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -4619.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4655.440430 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -4655.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4667.590332 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -4667.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4715.275879 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -4715.276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4795.583984 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -4795.584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4838.293945 Penalty: 437.908783
	Iteration 6Q: 3 clusters Score -4838.294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4838.293945 Penalty: 437.908783
	Iteration 7F: 3 clusters Score -4838.294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 41 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 82 members 
Entering Unmasked Estep 
Score: -14107009.000000 Penalty: 55104.414062
Splitting cluster 40 changes total score from -14107148.000000 to -14107009.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (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: -65758.359375 Penalty: 319.214905
	Iteration 0F: 2 clusters Score -65758.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -64878.593750 Penalty: 638.429810
	Iteration 0F: 3 clusters Score -64878.59 nChanged 446
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: -65108.074219 Penalty: 638.429810
	Iteration 1F: 3 clusters Score -65108.07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -65152.980469 Penalty: 638.429810
	Iteration 2F: 3 clusters Score -65152.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -65191.046875 Penalty: 638.429810
	Iteration 3F: 3 clusters Score -65191.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -65208.675781 Penalty: 638.429810
	Iteration 4Q: 3 clusters Score -65208.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65226.523438 Penalty: 638.429810
	Iteration 5Q: 3 clusters Score -65226.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65247.164062 Penalty: 638.429810
	Iteration 6Q: 3 clusters Score -65247.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65261.500000 Penalty: 638.429810
	Iteration 7Q: 3 clusters Score -65261.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65271.578125 Penalty: 638.429810
	Iteration 8Q: 3 clusters Score -65271.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -65277.769531 Penalty: 638.429810
	Iteration 9Q: 3 clusters Score -65277.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -65283.433594 Penalty: 638.429810
	Iteration 10Q: 3 clusters Score -65283.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65287.562500 Penalty: 638.429810
	Iteration 11Q: 3 clusters Score -65287.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65295.746094 Penalty: 638.429810
	Iteration 12Q: 3 clusters Score -65295.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65306.839844 Penalty: 638.429810
	Iteration 13Q: 3 clusters Score -65306.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65318.429688 Penalty: 638.429810
	Iteration 14Q: 3 clusters Score -65318.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65326.402344 Penalty: 638.429810
	Iteration 15Q: 3 clusters Score -65326.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65336.214844 Penalty: 638.429810
	Iteration 16Q: 3 clusters Score -65336.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65343.906250 Penalty: 638.429810
	Iteration 17Q: 3 clusters Score -65343.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -65347.812500 Penalty: 638.429810
	Iteration 18Q: 3 clusters Score -65347.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -65353.859375 Penalty: 638.429810
	Iteration 19Q: 3 clusters Score -65353.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65359.816406 Penalty: 638.429810
	Iteration 20F: 3 clusters Score -65359.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65364.109375 Penalty: 638.429810
	Iteration 21Q: 3 clusters Score -65364.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65369.800781 Penalty: 638.429810
	Iteration 22Q: 3 clusters Score -65369.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65381.949219 Penalty: 638.429810
	Iteration 23Q: 3 clusters Score -65381.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65388.085938 Penalty: 638.429810
	Iteration 24Q: 3 clusters Score -65388.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65393.710938 Penalty: 638.429810
	Iteration 25Q: 3 clusters Score -65393.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65398.878906 Penalty: 638.429810
	Iteration 26Q: 3 clusters Score -65398.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65403.636719 Penalty: 638.429810
	Iteration 27Q: 3 clusters Score -65403.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65407.246094 Penalty: 638.429810
	Iteration 28Q: 3 clusters Score -65407.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65409.812500 Penalty: 638.429810
	Iteration 29Q: 3 clusters Score -65409.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65411.460938 Penalty: 638.429810
	Iteration 30Q: 3 clusters Score -65411.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65412.828125 Penalty: 638.429810
	Iteration 31Q: 3 clusters Score -65412.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65415.113281 Penalty: 638.429810
	Iteration 32Q: 3 clusters Score -65415.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65416.675781 Penalty: 638.429810
	Iteration 33Q: 3 clusters Score -65416.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65417.667969 Penalty: 638.429810
	Iteration 34Q: 3 clusters Score -65417.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65418.351562 Penalty: 638.429810
	Iteration 35Q: 3 clusters Score -65418.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65419.101562 Penalty: 638.429810
	Iteration 36Q: 3 clusters Score -65419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65419.101562 Penalty: 638.429810
	Iteration 37F: 3 clusters Score -65419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -18815.435547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -18815.44 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 174 members 
Entering Unmasked Estep 
Score: -18465.011719 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -18465.01 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18583.654297 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -18583.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18634.015625 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -18634.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18673.685547 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -18673.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18721.208984 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -18721.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18786.054688 Penalty: 532.550415
	Iteration 5F: 3 clusters Score -18786.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18815.087891 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -18815.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18821.402344 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -18821.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18828.431641 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -18828.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18835.099609 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -18835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18843.773438 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -18843.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18852.246094 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -18852.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18858.603516 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -18858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18862.222656 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -18862.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18862.222656 Penalty: 532.550415
	Iteration 14F: 3 clusters Score -18862.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 224 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 124 members 
Entering Unmasked Estep 
Score: -14106976.000000 Penalty: 55104.414062
Splitting cluster 42 changes total score from -14107148.000000 to -14106976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9192.147461 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9192.147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8958.699219 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -8958.699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9013.805664 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9013.806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9038.408203 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9038.408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9060.321289 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9060.321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9070.166992 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9070.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9070.166992 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -9070.167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -22608.683594 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -22608.68 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 152 members 
Entering Unmasked Estep 
Score: -22230.673828 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -22230.67 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22307.025391 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -22307.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22355.498047 Penalty: 525.766357
	Iteration 2F: 3 clusters Score -22355.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22411.027344 Penalty: 525.766357
	Iteration 3F: 3 clusters Score -22411.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22458.287109 Penalty: 525.766357
	Iteration 4F: 3 clusters Score -22458.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22481.267578 Penalty: 525.766357
	Iteration 5F: 3 clusters Score -22481.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22500.716797 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -22500.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22516.074219 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -22516.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22518.675781 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -22518.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22520.134766 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -22520.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22522.093750 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -22522.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22527.763672 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -22527.76 nChanged 6
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: -22536.691406 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -22536.69 nChanged 2
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: -22539.460938 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -22539.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22541.412109 Penalty: 525.766357
	Iteration 14Q: 3 clusters Score -22541.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22542.982422 Penalty: 525.766357
	Iteration 15Q: 3 clusters Score -22542.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22542.982422 Penalty: 525.766357
	Iteration 16F: 3 clusters Score -22542.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -21512.175781 Penalty: 255.563095
	Iteration 0F: 2 clusters Score -21512.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21161.978516 Penalty: 511.126190
	Iteration 0F: 3 clusters Score -21161.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21253.253906 Penalty: 511.126190
	Iteration 1F: 3 clusters Score -21253.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21279.632812 Penalty: 511.126190
	Iteration 2F: 3 clusters Score -21279.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21310.394531 Penalty: 511.126190
	Iteration 3F: 3 clusters Score -21310.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21321.234375 Penalty: 511.126190
	Iteration 4Q: 3 clusters Score -21321.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21324.837891 Penalty: 511.126190
	Iteration 5Q: 3 clusters Score -21324.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21328.941406 Penalty: 511.126190
	Iteration 6Q: 3 clusters Score -21328.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21331.564453 Penalty: 511.126190
	Iteration 7Q: 3 clusters Score -21331.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21336.964844 Penalty: 511.126190
	Iteration 8Q: 3 clusters Score -21336.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21343.072266 Penalty: 511.126190
	Iteration 9Q: 3 clusters Score -21343.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21352.214844 Penalty: 511.126190
	Iteration 10Q: 3 clusters Score -21352.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21355.974609 Penalty: 511.126190
	Iteration 11Q: 3 clusters Score -21355.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21357.576172 Penalty: 511.126190
	Iteration 12Q: 3 clusters Score -21357.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21357.576172 Penalty: 511.126190
	Iteration 13F: 3 clusters Score -21357.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -8120.759277 Penalty: 250.307251
	Iteration 0F: 2 clusters Score -8120.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7809.427246 Penalty: 500.614502
	Iteration 0F: 3 clusters Score -7809.427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7899.935547 Penalty: 500.614502
	Iteration 1F: 3 clusters Score -7899.936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7927.347656 Penalty: 500.614502
	Iteration 2F: 3 clusters Score -7927.348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7937.378906 Penalty: 500.614502
	Iteration 3Q: 3 clusters Score -7937.379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7951.408203 Penalty: 500.614502
	Iteration 4Q: 3 clusters Score -7951.408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7964.565918 Penalty: 500.614502
	Iteration 5Q: 3 clusters Score -7964.566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7987.542969 Penalty: 500.614502
	Iteration 6Q: 3 clusters Score -7987.543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8009.363770 Penalty: 500.614502
	Iteration 7Q: 3 clusters Score -8009.364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8022.724121 Penalty: 500.614502
	Iteration 8Q: 3 clusters Score -8022.724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8033.467773 Penalty: 500.614502
	Iteration 9Q: 3 clusters Score -8033.468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8039.616699 Penalty: 500.614502
	Iteration 10Q: 3 clusters Score -8039.617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8042.686035 Penalty: 500.614502
	Iteration 11Q: 3 clusters Score -8042.686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8045.358887 Penalty: 500.614502
	Iteration 12Q: 3 clusters Score -8045.359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8047.213867 Penalty: 500.614502
	Iteration 13Q: 3 clusters Score -8047.214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8047.213867 Penalty: 500.614502
	Iteration 14F: 3 clusters Score -8047.214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -22039.408203 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -22039.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21673.552734 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -21673.55 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21792.572266 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -21792.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21819.375000 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -21819.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21840.712891 Penalty: 535.128540
	Iteration 3Q: 3 clusters Score -21840.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21854.962891 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -21854.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21861.072266 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -21861.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21877.101562 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -21877.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21888.367188 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -21888.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21896.046875 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -21896.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21902.035156 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -21902.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21908.132812 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -21908.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21913.246094 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -21913.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21925.031250 Penalty: 535.128540
	Iteration 12Q: 3 clusters Score -21925.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21936.560547 Penalty: 535.128540
	Iteration 13Q: 3 clusters Score -21936.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21947.128906 Penalty: 535.128540
	Iteration 14Q: 3 clusters Score -21947.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21950.513672 Penalty: 535.128540
	Iteration 15Q: 3 clusters Score -21950.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21950.513672 Penalty: 535.128540
	Iteration 16F: 3 clusters Score -21950.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5117.339844 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5117.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4927.757324 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4927.757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4972.862793 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -4972.863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4986.455078 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -4986.455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4993.571289 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -4993.571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4998.146973 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -4998.147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4999.706543 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -4999.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5002.645508 Penalty: 423.510376
	Iteration 6Q: 3 clusters Score -5002.646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5011.190430 Penalty: 423.510376
	Iteration 7Q: 3 clusters Score -5011.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5013.018555 Penalty: 423.510376
	Iteration 8Q: 3 clusters Score -5013.019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5013.018555 Penalty: 423.510376
	Iteration 9F: 3 clusters Score -5013.019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7031.343750 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7031.344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6820.629883 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -6820.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6911.355957 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -6911.356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6961.495605 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -6961.496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6977.329102 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -6977.329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6993.406250 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -6993.406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6996.408691 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -6996.409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6996.408691 Penalty: 440.101654
	Iteration 6F: 3 clusters Score -6996.409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -8931.167969 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -8931.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8670.170898 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -8670.171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8742.085938 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -8742.086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8775.177734 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -8775.178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8789.208008 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -8789.208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8805.637695 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -8805.638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8816.598633 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -8816.599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8839.449219 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -8839.449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8842.836914 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -8842.837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8843.484375 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -8843.484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8844.045898 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -8844.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8844.045898 Penalty: 481.232300
	Iteration 10F: 3 clusters Score -8844.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -63798.214844 Penalty: 321.872314
	Iteration 0F: 2 clusters Score -63798.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -62905.371094 Penalty: 643.744629
	Iteration 0F: 3 clusters Score -62905.37 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -63257.453125 Penalty: 643.744629
	Iteration 1F: 3 clusters Score -63257.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -63340.640625 Penalty: 643.744629
	Iteration 2F: 3 clusters Score -63340.64 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63403.531250 Penalty: 643.744629
	Iteration 3F: 3 clusters Score -63403.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63452.191406 Penalty: 643.744629
	Iteration 4Q: 3 clusters Score -63452.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63494.839844 Penalty: 643.744629
	Iteration 5Q: 3 clusters Score -63494.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63518.085938 Penalty: 643.744629
	Iteration 6Q: 3 clusters Score -63518.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63535.312500 Penalty: 643.744629
	Iteration 7Q: 3 clusters Score -63535.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63543.648438 Penalty: 643.744629
	Iteration 8Q: 3 clusters Score -63543.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63548.714844 Penalty: 643.744629
	Iteration 9Q: 3 clusters Score -63548.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63557.789062 Penalty: 643.744629
	Iteration 10Q: 3 clusters Score -63557.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63565.750000 Penalty: 643.744629
	Iteration 11Q: 3 clusters Score -63565.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63571.539062 Penalty: 643.744629
	Iteration 12Q: 3 clusters Score -63571.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63573.820312 Penalty: 643.744629
	Iteration 13Q: 3 clusters Score -63573.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63576.597656 Penalty: 643.744629
	Iteration 14Q: 3 clusters Score -63576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63578.511719 Penalty: 643.744629
	Iteration 15Q: 3 clusters Score -63578.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63580.718750 Penalty: 643.744629
	Iteration 16Q: 3 clusters Score -63580.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63582.761719 Penalty: 643.744629
	Iteration 17Q: 3 clusters Score -63582.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63585.777344 Penalty: 643.744629
	Iteration 18Q: 3 clusters Score -63585.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63587.898438 Penalty: 643.744629
	Iteration 19Q: 3 clusters Score -63587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63588.593750 Penalty: 643.744629
	Iteration 20F: 3 clusters Score -63588.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63590.148438 Penalty: 643.744629
	Iteration 21Q: 3 clusters Score -63590.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63590.726562 Penalty: 643.744629
	Iteration 22Q: 3 clusters Score -63590.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63591.511719 Penalty: 643.744629
	Iteration 23Q: 3 clusters Score -63591.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63591.980469 Penalty: 643.744629
	Iteration 24Q: 3 clusters Score -63591.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63591.980469 Penalty: 643.744629
	Iteration 25F: 3 clusters Score -63591.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -10027.086914 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -10027.09 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 101 members 
Entering Unmasked Estep 
Score: -9792.686523 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -9792.687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9897.995117 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -9897.995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9924.377930 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -9924.378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9931.748047 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -9931.748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9935.111328 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -9935.111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9935.111328 Penalty: 484.393921
	Iteration 5F: 3 clusters Score -9935.111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -23087.191406 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -23087.19 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 216 members 
Entering Unmasked Estep 
Score: -22662.837891 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22662.84 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22835.214844 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22835.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22971.814453 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22971.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22995.566406 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -22995.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23008.462891 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -23008.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23016.287109 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -23016.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23026.291016 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -23026.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23039.896484 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -23039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23041.541016 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -23041.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23042.017578 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -23042.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23057.259766 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -23057.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23058.115234 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -23058.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23058.115234 Penalty: 550.525757
	Iteration 12F: 3 clusters Score -23058.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -28504.552734 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -28504.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28050.873047 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -28050.87 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28179.591797 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -28179.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28204.929688 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -28204.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28219.763672 Penalty: 561.624756
	Iteration 3Q: 3 clusters Score -28219.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28232.757812 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -28232.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28241.107422 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -28241.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -28245.958984 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -28245.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28254.062500 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -28254.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28259.279297 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -28259.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28262.099609 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -28262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28262.916016 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -28262.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28263.566406 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -28263.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28264.236328 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -28264.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28264.236328 Penalty: 561.624756
	Iteration 13F: 3 clusters Score -28264.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -121570.804688 Penalty: 346.518494
	Iteration 0F: 2 clusters Score -121570.8 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 1006 members 
Entering Unmasked Estep 
Score: -120146.054688 Penalty: 693.036987
	Iteration 0F: 3 clusters Score -120146.1 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -120585.265625 Penalty: 693.036987
	Iteration 1F: 3 clusters Score -120585.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -120657.546875 Penalty: 693.036987
	Iteration 2F: 3 clusters Score -120657.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -120714.351562 Penalty: 693.036987
	Iteration 3F: 3 clusters Score -120714.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -120753.929688 Penalty: 693.036987
	Iteration 4Q: 3 clusters Score -120753.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -120779.687500 Penalty: 693.036987
	Iteration 5Q: 3 clusters Score -120779.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -120803.390625 Penalty: 693.036987
	Iteration 6Q: 3 clusters Score -120803.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -120821.359375 Penalty: 693.036987
	Iteration 7Q: 3 clusters Score -120821.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -120853.937500 Penalty: 693.036987
	Iteration 8Q: 3 clusters Score -120853.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -120907.617188 Penalty: 693.036987
	Iteration 9Q: 3 clusters Score -120907.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -120944.023438 Penalty: 693.036987
	Iteration 10Q: 3 clusters Score -120944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120964.859375 Penalty: 693.036987
	Iteration 11Q: 3 clusters Score -120964.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -120983.414062 Penalty: 693.036987
	Iteration 12Q: 3 clusters Score -120983.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -120998.773438 Penalty: 693.036987
	Iteration 13Q: 3 clusters Score -120998.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -121013.734375 Penalty: 693.036987
	Iteration 14Q: 3 clusters Score -121013.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -121032.742188 Penalty: 693.036987
	Iteration 15Q: 3 clusters Score -121032.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -121050.523438 Penalty: 693.036987
	Iteration 16Q: 3 clusters Score -121050.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -121067.953125 Penalty: 693.036987
	Iteration 17Q: 3 clusters Score -121068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121085.156250 Penalty: 693.036987
	Iteration 18Q: 3 clusters Score -121085.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121098.960938 Penalty: 693.036987
	Iteration 19Q: 3 clusters Score -121099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121109.687500 Penalty: 693.036987
	Iteration 20F: 3 clusters Score -121109.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121120.531250 Penalty: 693.036987
	Iteration 21Q: 3 clusters Score -121120.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -121128.625000 Penalty: 693.036987
	Iteration 22Q: 3 clusters Score -121128.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -121132.710938 Penalty: 693.036987
	Iteration 23Q: 3 clusters Score -121132.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -121141.179688 Penalty: 693.036987
	Iteration 24Q: 3 clusters Score -121141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -121145.210938 Penalty: 693.036987
	Iteration 25Q: 3 clusters Score -121145.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121151.257812 Penalty: 693.036987
	Iteration 26Q: 3 clusters Score -121151.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121157.664062 Penalty: 693.036987
	Iteration 27Q: 3 clusters Score -121157.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121164.328125 Penalty: 693.036987
	Iteration 28Q: 3 clusters Score -121164.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -121170.539062 Penalty: 693.036987
	Iteration 29Q: 3 clusters Score -121170.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121175.718750 Penalty: 693.036987
	Iteration 30Q: 3 clusters Score -121175.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121179.218750 Penalty: 693.036987
	Iteration 31Q: 3 clusters Score -121179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121180.882812 Penalty: 693.036987
	Iteration 32Q: 3 clusters Score -121180.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121183.742188 Penalty: 693.036987
	Iteration 33Q: 3 clusters Score -121183.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -121187.914062 Penalty: 693.036987
	Iteration 34Q: 3 clusters Score -121187.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121193.195312 Penalty: 693.036987
	Iteration 35Q: 3 clusters Score -121193.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121199.953125 Penalty: 693.036987
	Iteration 36Q: 3 clusters Score -121200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -121207.968750 Penalty: 693.036987
	Iteration 37Q: 3 clusters Score -121208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121213.500000 Penalty: 693.036987
	Iteration 38Q: 3 clusters Score -121213.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -121217.210938 Penalty: 693.036987
	Iteration 39Q: 3 clusters Score -121217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121221.968750 Penalty: 693.036987
	Iteration 40F: 3 clusters Score -121222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -121227.671875 Penalty: 693.036987
	Iteration 41Q: 3 clusters Score -121227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -121231.210938 Penalty: 693.036987
	Iteration 42Q: 3 clusters Score -121231.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -121233.960938 Penalty: 693.036987
	Iteration 43Q: 3 clusters Score -121234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -121237.656250 Penalty: 693.036987
	Iteration 44Q: 3 clusters Score -121237.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -121243.843750 Penalty: 693.036987
	Iteration 45Q: 3 clusters Score -121243.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -121251.960938 Penalty: 693.036987
	Iteration 46Q: 3 clusters Score -121252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -121259.875000 Penalty: 693.036987
	Iteration 47Q: 3 clusters Score -121259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -121265.085938 Penalty: 693.036987
	Iteration 48Q: 3 clusters Score -121265.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -121272.960938 Penalty: 693.036987
	Iteration 49Q: 3 clusters Score -121273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -121280.445312 Penalty: 693.036987
	Iteration 50Q: 3 clusters Score -121280.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -121291.250000 Penalty: 693.036987
	Iteration 51Q: 3 clusters Score -121291.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -121300.257812 Penalty: 693.036987
	Iteration 52Q: 3 clusters Score -121300.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -121314.570312 Penalty: 693.036987
	Iteration 53Q: 3 clusters Score -121314.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -121329.742188 Penalty: 693.036987
	Iteration 54Q: 3 clusters Score -121329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -121339.992188 Penalty: 693.036987
	Iteration 55Q: 3 clusters Score -121340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -121354.593750 Penalty: 693.036987
	Iteration 56Q: 3 clusters Score -121354.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -121370.156250 Penalty: 693.036987
	Iteration 57Q: 3 clusters Score -121370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -121380.421875 Penalty: 693.036987
	Iteration 58Q: 3 clusters Score -121380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -121387.312500 Penalty: 693.036987
	Iteration 59Q: 3 clusters Score -121387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -121392.375000 Penalty: 693.036987
	Iteration 60F: 3 clusters Score -121392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -121402.062500 Penalty: 693.036987
	Iteration 61Q: 3 clusters Score -121402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -121406.859375 Penalty: 693.036987
	Iteration 62Q: 3 clusters Score -121406.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -121410.445312 Penalty: 693.036987
	Iteration 63Q: 3 clusters Score -121410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -121413.335938 Penalty: 693.036987
	Iteration 64Q: 3 clusters Score -121413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -121413.937500 Penalty: 693.036987
	Iteration 65Q: 3 clusters Score -121413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -121414.234375 Penalty: 693.036987
	Iteration 66Q: 3 clusters Score -121414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -121414.765625 Penalty: 693.036987
	Iteration 67Q: 3 clusters Score -121414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -121415.351562 Penalty: 693.036987
	Iteration 68Q: 3 clusters Score -121415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -121415.351562 Penalty: 693.036987
	Iteration 69F: 3 clusters Score -121415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -108253.992188 Penalty: 339.817352
	Iteration 0F: 2 clusters Score -108254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -106979.578125 Penalty: 679.634705
	Iteration 0F: 3 clusters Score -106979.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -107370.804688 Penalty: 679.634705
	Iteration 1F: 3 clusters Score -107370.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -107420.742188 Penalty: 679.634705
	Iteration 2F: 3 clusters Score -107420.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -107453.843750 Penalty: 679.634705
	Iteration 3Q: 3 clusters Score -107453.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -107469.406250 Penalty: 679.634705
	Iteration 4Q: 3 clusters Score -107469.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -107482.085938 Penalty: 679.634705
	Iteration 5Q: 3 clusters Score -107482.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -107490.265625 Penalty: 679.634705
	Iteration 6Q: 3 clusters Score -107490.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -107496.414062 Penalty: 679.634705
	Iteration 7Q: 3 clusters Score -107496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -107498.390625 Penalty: 679.634705
	Iteration 8Q: 3 clusters Score -107498.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -107501.023438 Penalty: 679.634705
	Iteration 9Q: 3 clusters Score -107501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -107503.476562 Penalty: 679.634705
	Iteration 10Q: 3 clusters Score -107503.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -107505.945312 Penalty: 679.634705
	Iteration 11Q: 3 clusters Score -107505.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -107508.648438 Penalty: 679.634705
	Iteration 12Q: 3 clusters Score -107508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -107510.054688 Penalty: 679.634705
	Iteration 13Q: 3 clusters Score -107510.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -107510.820312 Penalty: 679.634705
	Iteration 14Q: 3 clusters Score -107510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -107511.375000 Penalty: 679.634705
	Iteration 15Q: 3 clusters Score -107511.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -107511.781250 Penalty: 679.634705
	Iteration 16Q: 3 clusters Score -107511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -107512.195312 Penalty: 679.634705
	Iteration 17Q: 3 clusters Score -107512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107512.312500 Penalty: 679.634705
	Iteration 18Q: 3 clusters Score -107512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -107512.453125 Penalty: 679.634705
	Iteration 19Q: 3 clusters Score -107512.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -107512.453125 Penalty: 679.634705
	Iteration 20F: 3 clusters Score -107512.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -56780.054688 Penalty: 315.159271
	Iteration 0F: 2 clusters Score -56780.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -55965.367188 Penalty: 630.318542
	Iteration 0F: 3 clusters Score -55965.37 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -56246.222656 Penalty: 630.318542
	Iteration 1F: 3 clusters Score -56246.22 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -56372.679688 Penalty: 630.318542
	Iteration 2F: 3 clusters Score -56372.68 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -56483.035156 Penalty: 630.318542
	Iteration 3F: 3 clusters Score -56483.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -56578.074219 Penalty: 630.318542
	Iteration 4F: 3 clusters Score -56578.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -56661.718750 Penalty: 630.318542
	Iteration 5F: 3 clusters Score -56661.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -56721.023438 Penalty: 630.318542
	Iteration 6F: 3 clusters Score -56721.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56735.800781 Penalty: 630.318542
	Iteration 7Q: 3 clusters Score -56735.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -56741.667969 Penalty: 630.318542
	Iteration 8Q: 3 clusters Score -56741.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -56745.246094 Penalty: 630.318542
	Iteration 9Q: 3 clusters Score -56745.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -56745.925781 Penalty: 630.318542
	Iteration 10Q: 3 clusters Score -56745.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -56746.632812 Penalty: 630.318542
	Iteration 11Q: 3 clusters Score -56746.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -56747.589844 Penalty: 630.318542
	Iteration 12Q: 3 clusters Score -56747.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -56748.066406 Penalty: 630.318542
	Iteration 13Q: 3 clusters Score -56748.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -56749.757812 Penalty: 630.318542
	Iteration 14Q: 3 clusters Score -56749.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -56749.757812 Penalty: 630.318542
	Iteration 15F: 3 clusters Score -56749.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -182104.828125 Penalty: 350.445770
	Iteration 0F: 2 clusters Score -182104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -180542.109375 Penalty: 700.891541
	Iteration 0F: 3 clusters Score -180542.1 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -181070.875000 Penalty: 700.891541
	Iteration 1F: 3 clusters Score -181070.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -181185.828125 Penalty: 700.891541
	Iteration 2F: 3 clusters Score -181185.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -181304.515625 Penalty: 700.891541
	Iteration 3F: 3 clusters Score -181304.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -181404.500000 Penalty: 700.891541
	Iteration 4F: 3 clusters Score -181404.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -181484.203125 Penalty: 700.891541
	Iteration 5Q: 3 clusters Score -181484.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -181533.328125 Penalty: 700.891541
	Iteration 6Q: 3 clusters Score -181533.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -181569.062500 Penalty: 700.891541
	Iteration 7Q: 3 clusters Score -181569.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -181595.281250 Penalty: 700.891541
	Iteration 8Q: 3 clusters Score -181595.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -181624.546875 Penalty: 700.891541
	Iteration 9Q: 3 clusters Score -181624.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -181646.062500 Penalty: 700.891541
	Iteration 10Q: 3 clusters Score -181646.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -181671.921875 Penalty: 700.891541
	Iteration 11Q: 3 clusters Score -181671.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -181694.609375 Penalty: 700.891541
	Iteration 12Q: 3 clusters Score -181694.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -181710.875000 Penalty: 700.891541
	Iteration 13Q: 3 clusters Score -181710.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -181725.296875 Penalty: 700.891541
	Iteration 14Q: 3 clusters Score -181725.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -181741.906250 Penalty: 700.891541
	Iteration 15Q: 3 clusters Score -181741.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -181756.546875 Penalty: 700.891541
	Iteration 16Q: 3 clusters Score -181756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -181763.718750 Penalty: 700.891541
	Iteration 17Q: 3 clusters Score -181763.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -181768.625000 Penalty: 700.891541
	Iteration 18Q: 3 clusters Score -181768.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -181771.812500 Penalty: 700.891541
	Iteration 19Q: 3 clusters Score -181771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -181774.187500 Penalty: 700.891541
	Iteration 20F: 3 clusters Score -181774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -181775.250000 Penalty: 700.891541
	Iteration 21Q: 3 clusters Score -181775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -181776.625000 Penalty: 700.891541
	Iteration 22Q: 3 clusters Score -181776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -181777.796875 Penalty: 700.891541
	Iteration 23Q: 3 clusters Score -181777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -181779.109375 Penalty: 700.891541
	Iteration 24Q: 3 clusters Score -181779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -181779.875000 Penalty: 700.891541
	Iteration 25Q: 3 clusters Score -181779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -181781.703125 Penalty: 700.891541
	Iteration 26Q: 3 clusters Score -181781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -181783.921875 Penalty: 700.891541
	Iteration 27Q: 3 clusters Score -181783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -181787.281250 Penalty: 700.891541
	Iteration 28Q: 3 clusters Score -181787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -181789.281250 Penalty: 700.891541
	Iteration 29Q: 3 clusters Score -181789.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -181789.453125 Penalty: 700.891541
	Iteration 30Q: 3 clusters Score -181789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -181789.453125 Penalty: 700.891541
	Iteration 31F: 3 clusters Score -181789.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -21614.529297 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -21614.53 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 150 members 
Entering Unmasked Estep 
Score: -21250.431641 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21250.43 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21337.587891 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21337.59 nChanged 25
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: -21356.693359 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -21356.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21366.548828 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -21366.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21383.119141 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -21383.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21433.804688 Penalty: 529.085876
	Iteration 5F: 3 clusters Score -21433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21517.597656 Penalty: 529.085876
	Iteration 6F: 3 clusters Score -21517.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21569.173828 Penalty: 529.085876
	Iteration 7F: 3 clusters Score -21569.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21614.984375 Penalty: 529.085876
	Iteration 8F: 3 clusters Score -21614.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21642.050781 Penalty: 529.085876
	Iteration 9F: 3 clusters Score -21642.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21661.912109 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -21661.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21674.353516 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -21674.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21686.451172 Penalty: 529.085876
	Iteration 12Q: 3 clusters Score -21686.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21705.335938 Penalty: 529.085876
	Iteration 13Q: 3 clusters Score -21705.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21721.365234 Penalty: 529.085876
	Iteration 14Q: 3 clusters Score -21721.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21722.531250 Penalty: 529.085876
	Iteration 15Q: 3 clusters Score -21722.53 nChanged 2
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: -21724.230469 Penalty: 529.085876
	Iteration 16Q: 3 clusters Score -21724.23 nChanged 0
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: -21724.230469 Penalty: 529.085876
	Iteration 17F: 3 clusters Score -21724.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 513 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 159 members 
Entering Unmasked Estep 
Score: -14107025.000000 Penalty: 55104.414062
Splitting cluster 59 changes total score from -14107148.000000 to -14107025.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -43624.515625 Penalty: 292.990417
	Iteration 0F: 2 clusters Score -43624.52 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 320 members 
Entering Unmasked Estep 
Score: -43037.218750 Penalty: 585.980835
	Iteration 0F: 3 clusters Score -43037.22 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43232.777344 Penalty: 585.980835
	Iteration 1F: 3 clusters Score -43232.78 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -43301.234375 Penalty: 585.980835
	Iteration 2F: 3 clusters Score -43301.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -43328.390625 Penalty: 585.980835
	Iteration 3Q: 3 clusters Score -43328.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43347.476562 Penalty: 585.980835
	Iteration 4Q: 3 clusters Score -43347.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -43374.675781 Penalty: 585.980835
	Iteration 5Q: 3 clusters Score -43374.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43416.035156 Penalty: 585.980835
	Iteration 6Q: 3 clusters Score -43416.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43448.070312 Penalty: 585.980835
	Iteration 7Q: 3 clusters Score -43448.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43486.148438 Penalty: 585.980835
	Iteration 8Q: 3 clusters Score -43486.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43511.304688 Penalty: 585.980835
	Iteration 9Q: 3 clusters Score -43511.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43528.152344 Penalty: 585.980835
	Iteration 10Q: 3 clusters Score -43528.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43548.472656 Penalty: 585.980835
	Iteration 11Q: 3 clusters Score -43548.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43562.269531 Penalty: 585.980835
	Iteration 12Q: 3 clusters Score -43562.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43574.320312 Penalty: 585.980835
	Iteration 13Q: 3 clusters Score -43574.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43585.343750 Penalty: 585.980835
	Iteration 14Q: 3 clusters Score -43585.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43590.582031 Penalty: 585.980835
	Iteration 15Q: 3 clusters Score -43590.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43599.218750 Penalty: 585.980835
	Iteration 16Q: 3 clusters Score -43599.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43609.722656 Penalty: 585.980835
	Iteration 17Q: 3 clusters Score -43609.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43615.785156 Penalty: 585.980835
	Iteration 18Q: 3 clusters Score -43615.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43618.859375 Penalty: 585.980835
	Iteration 19Q: 3 clusters Score -43618.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43619.214844 Penalty: 585.980835
	Iteration 20F: 3 clusters Score -43619.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26638.064453 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26638.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26195.888672 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26195.89 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26280.451172 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26280.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26301.617188 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26301.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26322.107422 Penalty: 549.879639
	Iteration 3Q: 3 clusters Score -26322.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26345.312500 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26345.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26363.847656 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26363.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26368.296875 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26368.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26369.226562 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26369.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26370.900391 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26371.605469 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26371.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26373.935547 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26373.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26378.236328 Penalty: 549.879639
	Iteration 11Q: 3 clusters Score -26378.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26380.541016 Penalty: 549.879639
	Iteration 12Q: 3 clusters Score -26380.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26381.580078 Penalty: 549.879639
	Iteration 13Q: 3 clusters Score -26381.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26382.484375 Penalty: 549.879639
	Iteration 14Q: 3 clusters Score -26382.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26382.484375 Penalty: 549.879639
	Iteration 15F: 3 clusters Score -26382.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -34092.738281 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -34092.74 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 293 members 
Entering Unmasked Estep 
Score: -33585.894531 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -33585.89 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33748.914062 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -33748.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33785.449219 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -33785.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33819.328125 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -33819.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33843.882812 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -33843.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33862.914062 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -33862.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33871.070312 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -33871.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33880.468750 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -33880.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33889.167969 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -33889.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33896.964844 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -33896.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33905.820312 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -33905.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33906.347656 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -33906.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33909.164062 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -33909.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33909.789062 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -33909.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33909.789062 Penalty: 578.878540
	Iteration 14F: 3 clusters Score -33909.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (37 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Entering Unmasked Estep 
Score: -1342.664551 Penalty: 164.296753
	Iteration 0F: 2 clusters Score -1342.665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1250.623291 Penalty: 328.593506
	Iteration 0F: 3 clusters Score -1250.623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1259.910767 Penalty: 328.593506
	Iteration 1Q: 3 clusters Score -1259.911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1259.910767 Penalty: 328.593506
	Iteration 2F: 3 clusters Score -1259.911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -34082.019531 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -34082.02 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 252 members 
Entering Unmasked Estep 
Score: -33574.320312 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -33574.32 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33718.179688 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -33718.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33768.214844 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -33768.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33787.304688 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -33787.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33804.097656 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -33804.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33817.304688 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -33817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33826.398438 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -33826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33835.804688 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -33835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33854.515625 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -33854.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33879.851562 Penalty: 567.865112
	Iteration 9Q: 3 clusters Score -33879.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33905.644531 Penalty: 567.865112
	Iteration 10Q: 3 clusters Score -33905.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33938.039062 Penalty: 567.865112
	Iteration 11Q: 3 clusters Score -33938.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33978.660156 Penalty: 567.865112
	Iteration 12Q: 3 clusters Score -33978.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34034.765625 Penalty: 567.865112
	Iteration 13Q: 3 clusters Score -34034.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34086.003906 Penalty: 567.865112
	Iteration 14Q: 3 clusters Score -34086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34138.156250 Penalty: 567.865112
	Iteration 15Q: 3 clusters Score -34138.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34177.160156 Penalty: 567.865112
	Iteration 16Q: 3 clusters Score -34177.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34215.960938 Penalty: 567.865112
	Iteration 17Q: 3 clusters Score -34215.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34275.906250 Penalty: 567.865112
	Iteration 18Q: 3 clusters Score -34275.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34309.824219 Penalty: 567.865112
	Iteration 19Q: 3 clusters Score -34309.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34343.109375 Penalty: 567.865112
	Iteration 20F: 3 clusters Score -34343.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34364.761719 Penalty: 567.865112
	Iteration 21Q: 3 clusters Score -34364.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34380.816406 Penalty: 567.865112
	Iteration 22Q: 3 clusters Score -34380.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34398.437500 Penalty: 567.865112
	Iteration 23Q: 3 clusters Score -34398.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34407.953125 Penalty: 567.865112
	Iteration 24Q: 3 clusters Score -34407.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34420.082031 Penalty: 567.865112
	Iteration 25Q: 3 clusters Score -34420.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34432.234375 Penalty: 567.865112
	Iteration 26Q: 3 clusters Score -34432.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34435.109375 Penalty: 567.865112
	Iteration 27Q: 3 clusters Score -34435.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34435.109375 Penalty: 567.865112
	Iteration 28F: 3 clusters Score -34435.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 112 members 
Entering Unmasked Estep 
Score: -14107299.000000 Penalty: 55104.414062
Splitting cluster 64 changes total score from -14107148.000000 to -14107299.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 65 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -39940.214844 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -39940.21 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 374 members 
Entering Unmasked Estep 
Score: -39313.777344 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -39313.78 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39659.351562 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -39659.35 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -39839.953125 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -39839.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -39916.300781 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -39916.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -39943.011719 Penalty: 606.345093
	Iteration 4Q: 3 clusters Score -39943.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39962.402344 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -39962.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -39982.773438 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -39982.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -39996.496094 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -39996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -39999.300781 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -39999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -39999.875000 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -39999.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40000.750000 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -40000.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -40003.082031 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -40003.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -40004.292969 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -40004.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -40004.656250 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -40004.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -40004.656250 Penalty: 606.345093
	Iteration 14F: 3 clusters Score -40004.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 265 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 475 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 112 members 
Mstep: Class 99 contains 518 members 
Entering Unmasked Estep 
Score: -14107103.000000 Penalty: 55666.703125
Splitting cluster 65 changes total score from -14107148.000000 to -14107103.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -27120.921875 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -27120.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26694.205078 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -26694.21 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26799.027344 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -26799.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26824.412109 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -26824.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26847.980469 Penalty: 548.133728
	Iteration 3F: 3 clusters Score -26847.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26865.466797 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -26865.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26885.140625 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -26885.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26891.205078 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -26891.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26897.005859 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -26897.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26906.048828 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -26906.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26921.187500 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -26921.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26940.230469 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -26940.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26958.341797 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -26958.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26972.939453 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -26972.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26975.103516 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -26975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26976.248047 Penalty: 548.133728
	Iteration 14Q: 3 clusters Score -26976.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26976.958984 Penalty: 548.133728
	Iteration 15Q: 3 clusters Score -26976.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26976.958984 Penalty: 548.133728
	Iteration 16F: 3 clusters Score -26976.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -29952.498047 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -29952.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29474.089844 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -29474.09 nChanged 166
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: -29665.865234 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -29665.87 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29852.833984 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -29852.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29988.707031 Penalty: 560.861633
	Iteration 3F: 3 clusters Score -29988.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30081.177734 Penalty: 560.861633
	Iteration 4F: 3 clusters Score -30081.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30104.753906 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -30104.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30112.769531 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -30112.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30116.167969 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -30116.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30118.058594 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -30118.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30119.484375 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -30119.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30119.484375 Penalty: 560.861633
	Iteration 10F: 3 clusters Score -30119.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 185 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 112 members 
Mstep: Class 99 contains 290 members 
Entering Unmasked Estep 
Score: -14107181.000000 Penalty: 55666.703125
Splitting cluster 67 changes total score from -14107148.000000 to -14107181.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 68 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -54043.386719 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -54043.39 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 375 members 
Entering Unmasked Estep 
Score: -53407.613281 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -53407.61 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -53690.000000 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -53690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -53767.519531 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -53767.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -53846.832031 Penalty: 598.964294
	Iteration 3F: 3 clusters Score -53846.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -53898.152344 Penalty: 598.964294
	Iteration 4F: 3 clusters Score -53898.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -53920.648438 Penalty: 598.964294
	Iteration 5Q: 3 clusters Score -53920.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53938.191406 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -53938.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -53952.589844 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -53952.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53959.527344 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -53959.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -53966.351562 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -53966.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53970.312500 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -53970.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53974.148438 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -53974.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53981.324219 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -53981.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53983.925781 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -53983.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53985.285156 Penalty: 598.964294
	Iteration 14Q: 3 clusters Score -53985.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53985.906250 Penalty: 598.964294
	Iteration 15Q: 3 clusters Score -53985.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -53986.156250 Penalty: 598.964294
	Iteration 16Q: 3 clusters Score -53986.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -53986.683594 Penalty: 598.964294
	Iteration 17Q: 3 clusters Score -53986.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -53988.273438 Penalty: 598.964294
	Iteration 18Q: 3 clusters Score -53988.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -53988.273438 Penalty: 598.964294
	Iteration 19F: 3 clusters Score -53988.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -15348.685547 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -15348.69 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 184 members 
Entering Unmasked Estep 
Score: -14960.306641 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -14960.31 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15072.222656 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -15072.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15094.706055 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -15094.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15100.037109 Penalty: 547.913147
	Iteration 3Q: 3 clusters Score -15100.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15102.861328 Penalty: 547.913147
	Iteration 4Q: 3 clusters Score -15102.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15104.417969 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -15104.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15107.896484 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -15107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15111.219727 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -15111.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15116.336914 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -15116.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15120.786133 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -15120.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15125.693359 Penalty: 547.913147
	Iteration 10Q: 3 clusters Score -15125.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15129.965820 Penalty: 547.913147
	Iteration 11Q: 3 clusters Score -15129.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15131.216797 Penalty: 547.913147
	Iteration 12Q: 3 clusters Score -15131.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15133.503906 Penalty: 547.913147
	Iteration 13Q: 3 clusters Score -15133.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15133.503906 Penalty: 547.913147
	Iteration 14F: 3 clusters Score -15133.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2224.849365 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2224.849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2060.507080 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2060.507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2107.738037 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2107.738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2120.455566 Penalty: 372.585358
	Iteration 2F: 3 clusters Score -2120.456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2123.281738 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2123.282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2123.281738 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2123.282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -27476.060547 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -27476.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26999.310547 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -26999.31 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27151.005859 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -27151.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27197.529297 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -27197.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27248.925781 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -27248.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27283.746094 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -27283.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -27306.662109 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -27306.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27319.021484 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -27319.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27326.685547 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -27326.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -27334.945312 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -27334.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27341.519531 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -27341.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27343.458984 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -27343.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27344.755859 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -27344.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -27345.324219 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -27345.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27346.210938 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -27346.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27346.210938 Penalty: 566.614868
	Iteration 14F: 3 clusters Score -27346.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (117108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117108 members 
Entering Unmasked Estep 
Score: -7252359.000000 Penalty: 531.023743
	Iteration 0F: 2 clusters Score -7252359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -7179067.000000 Penalty: 1062.047485
	Iteration 0F: 3 clusters Score -7179067 nChanged 57432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7214646.500000 Penalty: 1062.047485
	Iteration 1F: 3 clusters Score -7214646 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -7216644.500000 Penalty: 1062.047485
	Iteration 2Q: 3 clusters Score -7216644 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -7219535.500000 Penalty: 1062.047485
	Iteration 3F: 3 clusters Score -7219536 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -7223757.000000 Penalty: 1062.047485
	Iteration 4F: 3 clusters Score -7223757 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -7229081.000000 Penalty: 1062.047485
	Iteration 5F: 3 clusters Score -7229081 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 63751 members 
Entering Unmasked Estep 
Score: -7234109.000000 Penalty: 1062.047485
	Iteration 6F: 3 clusters Score -7234109 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -7237324.000000 Penalty: 1062.047485
	Iteration 7F: 3 clusters Score -7237324 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -7238594.000000 Penalty: 1062.047485
	Iteration 8Q: 3 clusters Score -7238594 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -7239339.000000 Penalty: 1062.047485
	Iteration 9Q: 3 clusters Score -7239339 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -7239929.500000 Penalty: 1062.047485
	Iteration 10Q: 3 clusters Score -7239930 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -7240661.000000 Penalty: 1062.047485
	Iteration 11Q: 3 clusters Score -7240661 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -7241591.000000 Penalty: 1062.047485
	Iteration 12Q: 3 clusters Score -7241591 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -7242534.500000 Penalty: 1062.047485
	Iteration 13Q: 3 clusters Score -7242534 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -7243535.000000 Penalty: 1062.047485
	Iteration 14Q: 3 clusters Score -7243535 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -7244550.000000 Penalty: 1062.047485
	Iteration 15Q: 3 clusters Score -7244550 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -7245554.000000 Penalty: 1062.047485
	Iteration 16Q: 3 clusters Score -7245554 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -7246444.500000 Penalty: 1062.047485
	Iteration 17Q: 3 clusters Score -7246444 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -7247221.500000 Penalty: 1062.047485
	Iteration 18Q: 3 clusters Score -7247222 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -7247910.000000 Penalty: 1062.047485
	Iteration 19Q: 3 clusters Score -7247910 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -7248401.500000 Penalty: 1062.047485
	Iteration 20F: 3 clusters Score -7248402 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -7248859.500000 Penalty: 1062.047485
	Iteration 21Q: 3 clusters Score -7248860 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -7249189.000000 Penalty: 1062.047485
	Iteration 22Q: 3 clusters Score -7249189 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 89013 members 
Entering Unmasked Estep 
Score: -7249473.000000 Penalty: 1062.047485
	Iteration 23Q: 3 clusters Score -7249473 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -7249806.500000 Penalty: 1062.047485
	Iteration 24Q: 3 clusters Score -7249806 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -7250084.500000 Penalty: 1062.047485
	Iteration 25Q: 3 clusters Score -7250084 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 92725 members 
Entering Unmasked Estep 
Score: -7250392.500000 Penalty: 1062.047485
	Iteration 26Q: 3 clusters Score -7250392 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -7250660.000000 Penalty: 1062.047485
	Iteration 27Q: 3 clusters Score -7250660 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -7250869.000000 Penalty: 1062.047485
	Iteration 28Q: 3 clusters Score -7250869 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -7251074.500000 Penalty: 1062.047485
	Iteration 29Q: 3 clusters Score -7251074 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -7251254.000000 Penalty: 1062.047485
	Iteration 30Q: 3 clusters Score -7251254 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -7251371.000000 Penalty: 1062.047485
	Iteration 31Q: 3 clusters Score -7251371 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -7251547.500000 Penalty: 1062.047485
	Iteration 32Q: 3 clusters Score -7251548 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -7251700.500000 Penalty: 1062.047485
	Iteration 33Q: 3 clusters Score -7251700 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -7251794.500000 Penalty: 1062.047485
	Iteration 34Q: 3 clusters Score -7251794 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -7251815.000000 Penalty: 1062.047485
	Iteration 35Q: 3 clusters Score -7251815 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -7251888.500000 Penalty: 1062.047485
	Iteration 36Q: 3 clusters Score -7251888 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -7251893.500000 Penalty: 1062.047485
	Iteration 37Q: 3 clusters Score -7251894 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -7251918.000000 Penalty: 1062.047485
	Iteration 38Q: 3 clusters Score -7251918 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -7251949.500000 Penalty: 1062.047485
	Iteration 39Q: 3 clusters Score -7251950 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -7251957.000000 Penalty: 1062.047485
	Iteration 40F: 3 clusters Score -7251957 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 107076 members 
Entering Unmasked Estep 
Score: -7252011.000000 Penalty: 1062.047485
	Iteration 41Q: 3 clusters Score -7252011 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 107761 members 
Entering Unmasked Estep 
Score: -7252014.500000 Penalty: 1062.047485
	Iteration 42Q: 3 clusters Score -7252014 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 108397 members 
Entering Unmasked Estep 
Score: -7252002.500000 Penalty: 1062.047485
	Iteration 43Q: 3 clusters Score -7252002 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -7252085.500000 Penalty: 1062.047485
	Iteration 44Q: 3 clusters Score -7252086 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 109493 members 
Entering Unmasked Estep 
Score: -7252173.000000 Penalty: 1062.047485
	Iteration 45Q: 3 clusters Score -7252173 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 109982 members 
Entering Unmasked Estep 
Score: -7252229.500000 Penalty: 1062.047485
	Iteration 46Q: 3 clusters Score -7252230 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 110423 members 
Entering Unmasked Estep 
Score: -7252287.500000 Penalty: 1062.047485
	Iteration 47Q: 3 clusters Score -7252288 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -7252350.500000 Penalty: 1062.047485
	Iteration 48Q: 3 clusters Score -7252350 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 111282 members 
Entering Unmasked Estep 
Score: -7252323.000000 Penalty: 1062.047485
	Iteration 49Q: 3 clusters Score -7252323 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 111673 members 
Entering Unmasked Estep 
Score: -7252380.000000 Penalty: 1062.047485
	Iteration 50Q: 3 clusters Score -7252380 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 112047 members 
Entering Unmasked Estep 
Score: -7252416.500000 Penalty: 1062.047485
	Iteration 51Q: 3 clusters Score -7252416 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 112383 members 
Entering Unmasked Estep 
Score: -7252456.500000 Penalty: 1062.047485
	Iteration 52Q: 3 clusters Score -7252456 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -7252412.500000 Penalty: 1062.047485
	Iteration 53Q: 3 clusters Score -7252412 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -7252459.500000 Penalty: 1062.047485
	Iteration 54Q: 3 clusters Score -7252460 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 113271 members 
Entering Unmasked Estep 
Score: -7252478.500000 Penalty: 1062.047485
	Iteration 55Q: 3 clusters Score -7252478 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -7252484.500000 Penalty: 1062.047485
	Iteration 56Q: 3 clusters Score -7252484 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 113702 members 
Entering Unmasked Estep 
Score: -7252481.000000 Penalty: 1062.047485
	Iteration 57Q: 3 clusters Score -7252481 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -7252492.000000 Penalty: 1062.047485
	Iteration 58Q: 3 clusters Score -7252492 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -7252508.000000 Penalty: 1062.047485
	Iteration 59Q: 3 clusters Score -7252508 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 114123 members 
Entering Unmasked Estep 
Score: -7252529.000000 Penalty: 1062.047485
	Iteration 60F: 3 clusters Score -7252529 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 114246 members 
Entering Unmasked Estep 
Score: -7252498.000000 Penalty: 1062.047485
	Iteration 61Q: 3 clusters Score -7252498 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -7252477.000000 Penalty: 1062.047485
	Iteration 62Q: 3 clusters Score -7252477 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
Score: -7252457.500000 Penalty: 1062.047485
	Iteration 63Q: 3 clusters Score -7252458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -7252455.000000 Penalty: 1062.047485
	Iteration 64Q: 3 clusters Score -7252455 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 114595 members 
Entering Unmasked Estep 
Score: -7252488.000000 Penalty: 1062.047485
	Iteration 65Q: 3 clusters Score -7252488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -7252447.500000 Penalty: 1062.047485
	Iteration 66Q: 3 clusters Score -7252448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -7252447.500000 Penalty: 1062.047485
	Iteration 67Q: 3 clusters Score -7252448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -7252438.000000 Penalty: 1062.047485
	Iteration 68Q: 3 clusters Score -7252438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -7252432.500000 Penalty: 1062.047485
	Iteration 69Q: 3 clusters Score -7252432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -7252444.500000 Penalty: 1062.047485
	Iteration 70Q: 3 clusters Score -7252444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 114906 members 
Entering Unmasked Estep 
Score: -7252449.500000 Penalty: 1062.047485
	Iteration 71Q: 3 clusters Score -7252450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -7252433.000000 Penalty: 1062.047485
	Iteration 72Q: 3 clusters Score -7252433 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
Score: -7252431.500000 Penalty: 1062.047485
	Iteration 73Q: 3 clusters Score -7252432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 115053 members 
Entering Unmasked Estep 
Score: -7252431.000000 Penalty: 1062.047485
	Iteration 74Q: 3 clusters Score -7252431 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -7252421.000000 Penalty: 1062.047485
	Iteration 75Q: 3 clusters Score -7252421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -7252435.000000 Penalty: 1062.047485
	Iteration 76Q: 3 clusters Score -7252435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -7252437.500000 Penalty: 1062.047485
	Iteration 77Q: 3 clusters Score -7252438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 115224 members 
Entering Unmasked Estep 
Score: -7252430.500000 Penalty: 1062.047485
	Iteration 78Q: 3 clusters Score -7252430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 115251 members 
Entering Unmasked Estep 
Score: -7252430.000000 Penalty: 1062.047485
	Iteration 79Q: 3 clusters Score -7252430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -7252431.000000 Penalty: 1062.047485
	Iteration 80F: 3 clusters Score -7252431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 115290 members 
Entering Unmasked Estep 
Score: -7252431.500000 Penalty: 1062.047485
	Iteration 81Q: 3 clusters Score -7252432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 115303 members 
Entering Unmasked Estep 
Score: -7252429.000000 Penalty: 1062.047485
	Iteration 82Q: 3 clusters Score -7252429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -7252429.500000 Penalty: 1062.047485
	Iteration 83Q: 3 clusters Score -7252430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 115324 members 
Entering Unmasked Estep 
Score: -7252412.500000 Penalty: 1062.047485
	Iteration 84Q: 3 clusters Score -7252412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -7252416.000000 Penalty: 1062.047485
	Iteration 85Q: 3 clusters Score -7252416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -7252419.500000 Penalty: 1062.047485
	Iteration 86Q: 3 clusters Score -7252420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -7252429.000000 Penalty: 1062.047485
	Iteration 87Q: 3 clusters Score -7252429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -7252426.000000 Penalty: 1062.047485
	Iteration 88Q: 3 clusters Score -7252426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 115380 members 
Entering Unmasked Estep 
Score: -7252417.500000 Penalty: 1062.047485
	Iteration 89Q: 3 clusters Score -7252418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 115386 members 
Entering Unmasked Estep 
Score: -7252419.000000 Penalty: 1062.047485
	Iteration 90Q: 3 clusters Score -7252419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -7252402.500000 Penalty: 1062.047485
	Iteration 91Q: 3 clusters Score -7252402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -7252398.000000 Penalty: 1062.047485
	Iteration 92Q: 3 clusters Score -7252398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -7252391.000000 Penalty: 1062.047485
	Iteration 93Q: 3 clusters Score -7252391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -7252394.500000 Penalty: 1062.047485
	Iteration 94Q: 3 clusters Score -7252394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 115430 members 
Entering Unmasked Estep 
Score: -7252385.500000 Penalty: 1062.047485
	Iteration 95Q: 3 clusters Score -7252386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 115443 members 
Entering Unmasked Estep 
Score: -7252381.500000 Penalty: 1062.047485
	Iteration 96Q: 3 clusters Score -7252382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -7252379.000000 Penalty: 1062.047485
	Iteration 97Q: 3 clusters Score -7252379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115459 members 
Entering Unmasked Estep 
Score: -7252370.000000 Penalty: 1062.047485
	Iteration 98Q: 3 clusters Score -7252370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 115463 members 
Entering Unmasked Estep 
Score: -7252372.500000 Penalty: 1062.047485
	Iteration 99Q: 3 clusters Score -7252372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -7252370.000000 Penalty: 1062.047485
	Iteration 100F: 3 clusters Score -7252370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -7252365.500000 Penalty: 1062.047485
	Iteration 101Q: 3 clusters Score -7252366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 115475 members 
Entering Unmasked Estep 
Score: -7252370.000000 Penalty: 1062.047485
	Iteration 102Q: 3 clusters Score -7252370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -7252367.500000 Penalty: 1062.047485
	Iteration 103Q: 3 clusters Score -7252368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 115481 members 
Entering Unmasked Estep 
Score: -7252371.500000 Penalty: 1062.047485
	Iteration 104Q: 3 clusters Score -7252372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -7252371.500000 Penalty: 1062.047485
	Iteration 105Q: 3 clusters Score -7252372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -7252371.500000 Penalty: 1062.047485
	Iteration 106F: 3 clusters Score -7252372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 185 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 1625 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 112 members 
Mstep: Class 99 contains 290 members 
Mstep: Class 100 contains 115483 members 
Entering Unmasked Estep 
Score: -14107104.000000 Penalty: 56228.996094
Splitting cluster 72 changes total score from -14107148.000000 to -14107104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -86107.148438 Penalty: 319.377991
	Iteration 0F: 2 clusters Score -86107.15 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 584 members 
Entering Unmasked Estep 
Score: -85225.890625 Penalty: 638.755981
	Iteration 0F: 3 clusters Score -85225.89 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -85493.406250 Penalty: 638.755981
	Iteration 1F: 3 clusters Score -85493.41 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -85570.765625 Penalty: 638.755981
	Iteration 2F: 3 clusters Score -85570.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -85610.687500 Penalty: 638.755981
	Iteration 3F: 3 clusters Score -85610.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -85628.718750 Penalty: 638.755981
	Iteration 4Q: 3 clusters Score -85628.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85650.031250 Penalty: 638.755981
	Iteration 5Q: 3 clusters Score -85650.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -85676.203125 Penalty: 638.755981
	Iteration 6Q: 3 clusters Score -85676.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -85710.804688 Penalty: 638.755981
	Iteration 7Q: 3 clusters Score -85710.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -85745.890625 Penalty: 638.755981
	Iteration 8Q: 3 clusters Score -85745.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -85763.859375 Penalty: 638.755981
	Iteration 9Q: 3 clusters Score -85763.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -85779.070312 Penalty: 638.755981
	Iteration 10Q: 3 clusters Score -85779.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -85792.406250 Penalty: 638.755981
	Iteration 11Q: 3 clusters Score -85792.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85807.789062 Penalty: 638.755981
	Iteration 12Q: 3 clusters Score -85807.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -85820.500000 Penalty: 638.755981
	Iteration 13Q: 3 clusters Score -85820.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -85831.867188 Penalty: 638.755981
	Iteration 14Q: 3 clusters Score -85831.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -85843.062500 Penalty: 638.755981
	Iteration 15Q: 3 clusters Score -85843.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -85850.460938 Penalty: 638.755981
	Iteration 16Q: 3 clusters Score -85850.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -85855.523438 Penalty: 638.755981
	Iteration 17Q: 3 clusters Score -85855.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -85861.843750 Penalty: 638.755981
	Iteration 18Q: 3 clusters Score -85861.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -85867.687500 Penalty: 638.755981
	Iteration 19Q: 3 clusters Score -85867.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -85871.992188 Penalty: 638.755981
	Iteration 20F: 3 clusters Score -85871.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -85876.890625 Penalty: 638.755981
	Iteration 21Q: 3 clusters Score -85876.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -85881.585938 Penalty: 638.755981
	Iteration 22Q: 3 clusters Score -85881.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -85884.835938 Penalty: 638.755981
	Iteration 23Q: 3 clusters Score -85884.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -85888.507812 Penalty: 638.755981
	Iteration 24Q: 3 clusters Score -85888.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -85893.210938 Penalty: 638.755981
	Iteration 25Q: 3 clusters Score -85893.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -85896.476562 Penalty: 638.755981
	Iteration 26Q: 3 clusters Score -85896.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -85899.421875 Penalty: 638.755981
	Iteration 27Q: 3 clusters Score -85899.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -85901.335938 Penalty: 638.755981
	Iteration 28Q: 3 clusters Score -85901.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -85902.851562 Penalty: 638.755981
	Iteration 29Q: 3 clusters Score -85902.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -85903.335938 Penalty: 638.755981
	Iteration 30Q: 3 clusters Score -85903.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -85903.335938 Penalty: 638.755981
	Iteration 31F: 3 clusters Score -85903.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (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: -20142.250000 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -20142.25 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 138 members 
Entering Unmasked Estep 
Score: -19781.382812 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19781.38 nChanged 94
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: -19866.175781 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19866.18 nChanged 21
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: -19888.138672 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19888.14 nChanged 13
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: -19901.962891 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -19901.96 nChanged 8
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: -19915.263672 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19915.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19927.001953 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19934.181641 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19934.18 nChanged 5
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: -19939.794922 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19939.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19945.423828 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19945.42 nChanged 3
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: -19947.476562 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19947.48 nChanged 0
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: -19947.476562 Penalty: 517.514771
	Iteration 10F: 3 clusters Score -19947.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -60643.406250 Penalty: 307.809265
	Iteration 0F: 2 clusters Score -60643.41 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 451 members 
Entering Unmasked Estep 
Score: -59905.355469 Penalty: 615.618530
	Iteration 0F: 3 clusters Score -59905.36 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -60268.488281 Penalty: 615.618530
	Iteration 1F: 3 clusters Score -60268.49 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -60476.234375 Penalty: 615.618530
	Iteration 2F: 3 clusters Score -60476.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -60617.726562 Penalty: 615.618530
	Iteration 3F: 3 clusters Score -60617.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -60671.968750 Penalty: 615.618530
	Iteration 4F: 3 clusters Score -60671.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -60706.890625 Penalty: 615.618530
	Iteration 5Q: 3 clusters Score -60706.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -60720.570312 Penalty: 615.618530
	Iteration 6Q: 3 clusters Score -60720.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -60733.242188 Penalty: 615.618530
	Iteration 7Q: 3 clusters Score -60733.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -60741.601562 Penalty: 615.618530
	Iteration 8Q: 3 clusters Score -60741.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60748.597656 Penalty: 615.618530
	Iteration 9Q: 3 clusters Score -60748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -60749.140625 Penalty: 615.618530
	Iteration 10Q: 3 clusters Score -60749.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -60749.316406 Penalty: 615.618530
	Iteration 11Q: 3 clusters Score -60749.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -60749.316406 Penalty: 615.618530
	Iteration 12F: 3 clusters Score -60749.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 185 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 246 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 112 members 
Mstep: Class 99 contains 290 members 
Mstep: Class 100 contains 621 members 
Entering Unmasked Estep 
Score: -14107037.000000 Penalty: 56228.996094
Splitting cluster 75 changes total score from -14107148.000000 to -14107037.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5140.395996 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5140.396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4936.408203 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -4936.408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5006.442871 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5006.443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5034.958008 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5034.958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5037.296387 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5037.296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5042.263672 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5042.264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5042.263672 Penalty: 427.743713
	Iteration 5F: 3 clusters Score -5042.264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -20033.871094 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -20033.87 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: -19659.824219 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -19659.82 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19801.369141 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -19801.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19841.933594 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -19841.93 nChanged 21
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: -19862.457031 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -19862.46 nChanged 11
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: -19875.654297 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -19875.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19881.966797 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -19881.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19888.744141 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -19888.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19893.279297 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -19893.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19896.933594 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -19896.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19899.529297 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -19899.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19900.232422 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -19900.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19900.232422 Penalty: 527.164246
	Iteration 11F: 3 clusters Score -19900.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (27 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Entering Unmasked Estep 
Score: -1510.537720 Penalty: 149.960587
	Iteration 0F: 2 clusters Score -1510.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -1502.554565 Penalty: 299.921173
	Iteration 0F: 3 clusters Score -1502.555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (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: -16555.738281 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -16555.74 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 153 members 
Entering Unmasked Estep 
Score: -16192.360352 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16192.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16302.214844 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16302.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16344.541992 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16344.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16354.046875 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -16354.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16359.317383 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16359.32 nChanged 8
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: -16373.782227 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16373.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16380.505859 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -16380.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16384.884766 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -16384.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16386.078125 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -16386.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16386.078125 Penalty: 522.028076
	Iteration 9F: 3 clusters Score -16386.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7983.833008 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -7983.833 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 84 members 
Entering Unmasked Estep 
Score: -7733.459961 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -7733.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7879.104004 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -7879.104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7944.880859 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -7944.881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7956.773926 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -7956.774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7965.677734 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -7965.678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7967.100098 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -7967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7970.061035 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -7970.061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7971.181641 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -7971.182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7971.181641 Penalty: 469.474030
	Iteration 8F: 3 clusters Score -7971.182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -28925.095703 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -28925.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28430.058594 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -28430.06 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28549.955078 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -28549.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28577.859375 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -28577.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28593.644531 Penalty: 567.509644
	Iteration 3Q: 3 clusters Score -28593.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28606.275391 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -28606.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28618.160156 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -28618.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28624.328125 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -28624.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28627.550781 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -28627.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28633.597656 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -28633.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28642.488281 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -28642.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28654.492188 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -28654.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28659.060547 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -28659.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28660.429688 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -28660.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28661.972656 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -28661.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28664.042969 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -28664.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28664.480469 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -28664.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28664.916016 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -28664.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28664.916016 Penalty: 567.509644
	Iteration 17F: 3 clusters Score -28664.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -23853.791016 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -23853.79 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 182 members 
Entering Unmasked Estep 
Score: -23456.505859 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -23456.51 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23554.740234 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -23554.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23594.193359 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -23594.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23624.519531 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -23624.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23649.599609 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -23649.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23670.029297 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -23670.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23688.722656 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -23688.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23705.267578 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -23705.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23735.152344 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -23735.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23773.466797 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -23773.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23805.222656 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -23805.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23842.037109 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -23842.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23878.640625 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -23878.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23902.652344 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -23902.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23920.257812 Penalty: 538.374390
	Iteration 14Q: 3 clusters Score -23920.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23929.701172 Penalty: 538.374390
	Iteration 15Q: 3 clusters Score -23929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23937.494141 Penalty: 538.374390
	Iteration 16Q: 3 clusters Score -23937.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23941.292969 Penalty: 538.374390
	Iteration 17Q: 3 clusters Score -23941.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23943.058594 Penalty: 538.374390
	Iteration 18Q: 3 clusters Score -23943.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23945.699219 Penalty: 538.374390
	Iteration 19Q: 3 clusters Score -23945.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23956.283203 Penalty: 538.374390
	Iteration 20F: 3 clusters Score -23956.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23976.816406 Penalty: 538.374390
	Iteration 21Q: 3 clusters Score -23976.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23981.746094 Penalty: 538.374390
	Iteration 22Q: 3 clusters Score -23981.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23982.841797 Penalty: 538.374390
	Iteration 23Q: 3 clusters Score -23982.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23982.841797 Penalty: 538.374390
	Iteration 24F: 3 clusters Score -23982.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 185 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 161 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 112 members 
Mstep: Class 99 contains 290 members 
Mstep: Class 100 contains 210 members 
Entering Unmasked Estep 
Score: -14107021.000000 Penalty: 56228.996094
Splitting cluster 82 changes total score from -14107148.000000 to -14107021.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -10566.154297 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -10566.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10315.155273 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -10315.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10352.065430 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -10352.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10372.486328 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -10372.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10393.231445 Penalty: 457.769867
	Iteration 3F: 3 clusters Score -10393.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10403.512695 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -10403.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10406.520508 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -10406.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10419.268555 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -10419.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10438.937500 Penalty: 457.769867
	Iteration 7Q: 3 clusters Score -10438.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10446.499023 Penalty: 457.769867
	Iteration 8Q: 3 clusters Score -10446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10454.319336 Penalty: 457.769867
	Iteration 9Q: 3 clusters Score -10454.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10458.592773 Penalty: 457.769867
	Iteration 10Q: 3 clusters Score -10458.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10458.592773 Penalty: 457.769867
	Iteration 11F: 3 clusters Score -10458.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -14551.083008 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -14551.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14275.226562 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -14275.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14329.131836 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -14329.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14351.164062 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -14351.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14351.498047 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -14351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14351.498047 Penalty: 478.432068
	Iteration 4F: 3 clusters Score -14351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -4345.962891 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -4345.963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4181.398438 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -4181.398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4435.346680 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -4435.347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4478.442383 Penalty: 458.951691
	Iteration 2Q: 3 clusters Score -4478.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4481.833496 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -4481.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4481.833496 Penalty: 458.951691
	Iteration 4F: 3 clusters Score -4481.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 185 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 73 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 161 members 
Mstep: Class 94 contains 202 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 224 members 
Mstep: Class 98 contains 112 members 
Mstep: Class 99 contains 290 members 
Mstep: Class 100 contains 82 members 
Entering Unmasked Estep 
Score: -14106988.000000 Penalty: 56228.996094
Splitting cluster 85 changes total score from -14107148.000000 to -14106988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 86 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3432.771973 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3432.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3307.543213 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3307.543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3335.899902 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3337.279053 Penalty: 383.975189
	Iteration 2Q: 3 clusters Score -3337.279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3337.279053 Penalty: 383.975189
	Iteration 3F: 3 clusters Score -3337.279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -2544.521240 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -2544.521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2409.143311 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -2409.143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2412.134033 Penalty: 354.155670
	Iteration 1Q: 3 clusters Score -2412.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2425.122070 Penalty: 354.155670
	Iteration 2Q: 3 clusters Score -2425.122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2430.281494 Penalty: 354.155670
	Iteration 3Q: 3 clusters Score -2430.281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2432.619385 Penalty: 354.155670
	Iteration 4Q: 3 clusters Score -2432.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2432.619385 Penalty: 354.155670
	Iteration 5F: 3 clusters Score -2432.619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -32121.255859 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -32121.26 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 243 members 
Entering Unmasked Estep 
Score: -31608.015625 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -31608.02 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31743.001953 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -31743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31773.556641 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -31773.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31800.767578 Penalty: 570.659973
	Iteration 3F: 3 clusters Score -31800.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31819.935547 Penalty: 570.659973
	Iteration 4Q: 3 clusters Score -31819.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31830.974609 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -31830.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31845.443359 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -31845.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31853.615234 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -31853.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31857.652344 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -31857.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31860.396484 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -31860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31862.367188 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -31862.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31863.144531 Penalty: 570.659973
	Iteration 11Q: 3 clusters Score -31863.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31863.144531 Penalty: 570.659973
	Iteration 12F: 3 clusters Score -31863.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -43726.917969 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -43726.92 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 264 members 
Entering Unmasked Estep 
Score: -43236.500000 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -43236.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43514.867188 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -43514.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43609.445312 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -43609.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43669.066406 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -43669.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -43690.703125 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -43690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43697.640625 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -43697.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43701.894531 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -43701.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43706.238281 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -43706.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43709.835938 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -43709.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43710.507812 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -43710.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43710.507812 Penalty: 572.364136
	Iteration 10F: 3 clusters Score -43710.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -9698.671875 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -9698.672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9451.270508 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -9451.271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9509.537109 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -9509.537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9533.610352 Penalty: 461.840820
	Iteration 2F: 3 clusters Score -9533.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9568.138672 Penalty: 461.840820
	Iteration 3F: 3 clusters Score -9568.139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9583.192383 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -9583.192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9587.926758 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -9587.927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9591.661133 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -9591.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9594.373047 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -9594.373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9596.018555 Penalty: 461.840820
	Iteration 8Q: 3 clusters Score -9596.019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9597.415039 Penalty: 461.840820
	Iteration 9Q: 3 clusters Score -9597.415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9599.401367 Penalty: 461.840820
	Iteration 10Q: 3 clusters Score -9599.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9600.217773 Penalty: 461.840820
	Iteration 11Q: 3 clusters Score -9600.218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9600.217773 Penalty: 461.840820
	Iteration 12F: 3 clusters Score -9600.218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -46179.667969 Penalty: 296.486786
	Iteration 0F: 2 clusters Score -46179.67 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 344 members 
Entering Unmasked Estep 
Score: -45605.574219 Penalty: 592.973572
	Iteration 0F: 3 clusters Score -45605.57 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45784.644531 Penalty: 592.973572
	Iteration 1F: 3 clusters Score -45784.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45829.585938 Penalty: 592.973572
	Iteration 2F: 3 clusters Score -45829.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -45880.683594 Penalty: 592.973572
	Iteration 3F: 3 clusters Score -45880.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45935.175781 Penalty: 592.973572
	Iteration 4F: 3 clusters Score -45935.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -45995.593750 Penalty: 592.973572
	Iteration 5F: 3 clusters Score -45995.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46038.906250 Penalty: 592.973572
	Iteration 6Q: 3 clusters Score -46038.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -46083.507812 Penalty: 592.973572
	Iteration 7Q: 3 clusters Score -46083.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -46097.296875 Penalty: 592.973572
	Iteration 8Q: 3 clusters Score -46097.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46106.585938 Penalty: 592.973572
	Iteration 9Q: 3 clusters Score -46106.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -46110.835938 Penalty: 592.973572
	Iteration 10Q: 3 clusters Score -46110.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -46112.070312 Penalty: 592.973572
	Iteration 11Q: 3 clusters Score -46112.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -46112.070312 Penalty: 592.973572
	Iteration 12F: 3 clusters Score -46112.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -4803.540527 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -4803.541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4596.573242 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -4596.573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4692.096680 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -4692.097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4735.695801 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -4735.696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4752.349121 Penalty: 434.900208
	Iteration 3F: 3 clusters Score -4752.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4756.979980 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -4756.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4758.753418 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -4758.753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4758.753418 Penalty: 434.900208
	Iteration 6F: 3 clusters Score -4758.753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 95 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 89 members 
Mstep: Class 32 contains 455 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 626 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 401 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 185 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117108 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 867 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 328 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 155 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 160 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107260.000000 Penalty: 55666.703125
Iteration 159Q: 100 clusters Score -1.410726e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21343 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21430 members 
Mstep: Class 11 contains 16728 members 
Mstep: Class 12 contains 306 members 
Mstep: Class 13 contains 97 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 409 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 743 members 
Mstep: Class 31 contains 87 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 39 members 
Mstep: Class 36 contains 172 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 112 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 323 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 204 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 627 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 399 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 412 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117109 members 
Mstep: Class 73 contains 1118 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 857 members 
Mstep: Class 76 contains 110 members 
Mstep: Class 77 contains 333 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 154 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 156 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 49 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 164 members 
Mstep: Class 91 contains 677 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 146 members 
Mstep: Class 94 contains 200 members 
Mstep: Class 95 contains 52 members 
Mstep: Class 96 contains 132 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 112 members 
Mstep: Class 99 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 35. Lose 373.706848 but Gain 562.289062
Score: -14107721.000000 Penalty: 55104.414062
Iteration 160F: 99 clusters Score -1.410772e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 850 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21345 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 539 members 
Mstep: Class 8 contains 8329 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21429 members 
Mstep: Class 11 contains 16727 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 13 contains 100 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 420 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 736 members 
Mstep: Class 31 contains 85 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 168 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 154 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 242 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 627 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 399 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 724 members 
Mstep: Class 69 contains 400 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117104 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 848 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 511 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 154 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 50 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 677 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 148 members 
Mstep: Class 94 contains 205 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 125 members 
Mstep: Class 99 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108231.000000 Penalty: 55104.414062
Iteration 161Q: 99 clusters Score -1.410823e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21350 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 21429 members 
Mstep: Class 11 contains 16725 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 107 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 414 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 733 members 
Mstep: Class 31 contains 80 members 
Mstep: Class 32 contains 409 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 155 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 243 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 479 members 
Mstep: Class 55 contains 2031 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 1017 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 627 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 724 members 
Mstep: Class 69 contains 399 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117097 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 840 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 513 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 150 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 55 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 676 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 206 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 127 members 
Mstep: Class 99 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108342.000000 Penalty: 55104.414062
Iteration 162Q: 99 clusters Score -1.410834e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21356 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 21428 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 343 members 
Mstep: Class 13 contains 111 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 412 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 76 members 
Mstep: Class 32 contains 396 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1114 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 275 members 
Mstep: Class 46 contains 242 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 208 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1753 members 
Mstep: Class 57 contains 1018 members 
Mstep: Class 58 contains 2213 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 184 members 
Mstep: Class 68 contains 724 members 
Mstep: Class 69 contains 404 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117093 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 836 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 514 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 150 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 208 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108369.000000 Penalty: 55104.414062
Iteration 163Q: 99 clusters Score -1.410837e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21360 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8326 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 21427 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 345 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 73 members 
Mstep: Class 32 contains 385 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1116 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 276 members 
Mstep: Class 46 contains 241 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 211 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2030 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 183 members 
Mstep: Class 68 contains 724 members 
Mstep: Class 69 contains 406 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117089 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 836 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 514 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 150 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108404.000000 Penalty: 55104.414062
Iteration 164Q: 99 clusters Score -1.41084e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21366 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8324 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21427 members 
Mstep: Class 11 contains 16724 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 407 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 729 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 378 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1117 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 238 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2029 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 182 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 413 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117085 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 516 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 150 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108419.000000 Penalty: 55104.414062
Iteration 165Q: 99 clusters Score -1.410842e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21373 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8324 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21427 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 615 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 404 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 373 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1116 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 209 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2027 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1019 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 181 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 416 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117079 members 
Mstep: Class 73 contains 1117 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 834 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 520 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108431.000000 Penalty: 55104.414062
Iteration 166Q: 99 clusters Score -1.410843e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21382 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8324 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21426 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 369 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1116 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 237 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2027 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1020 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 418 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117070 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 525 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108433.000000 Penalty: 55104.414062
Iteration 167Q: 99 clusters Score -1.410843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21385 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8323 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21426 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 612 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 396 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1117 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 208 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2024 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1022 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 421 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117068 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 527 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108452.000000 Penalty: 55104.414062
Iteration 168Q: 99 clusters Score -1.410845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21385 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8320 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21425 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 613 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 394 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1116 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 208 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2022 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1025 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 423 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117069 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 530 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108454.000000 Penalty: 55104.414062
Iteration 169Q: 99 clusters Score -1.410845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21385 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21422 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 393 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1112 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 207 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2023 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1028 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117071 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 535 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108436.000000 Penalty: 55104.414062
Iteration 170Q: 99 clusters Score -1.410844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21385 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21417 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 392 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1110 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2025 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1030 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117074 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 538 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108445.000000 Penalty: 55104.414062
Iteration 171Q: 99 clusters Score -1.410844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21385 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21412 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 389 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1511 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1108 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 204 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2025 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 424 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117078 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 542 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108450.000000 Penalty: 55104.414062
Iteration 172Q: 99 clusters Score -1.410845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21386 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8307 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21409 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 387 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1513 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1105 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2025 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 425 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117076 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 546 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108477.000000 Penalty: 55104.414062
Iteration 173Q: 99 clusters Score -1.410848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21386 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8306 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21406 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 387 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1103 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 201 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2025 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 426 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117073 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 549 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 530 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108471.000000 Penalty: 55104.414062
Iteration 174Q: 99 clusters Score -1.410847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21385 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8307 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21406 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 388 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1101 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 197 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2024 members 
Mstep: Class 56 contains 1754 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 429 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117066 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 554 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 529 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108475.000000 Penalty: 55104.414062
Iteration 175Q: 99 clusters Score -1.410848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21385 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21406 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 386 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1096 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 191 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2022 members 
Mstep: Class 56 contains 1756 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 432 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117058 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 560 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 527 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108480.000000 Penalty: 55104.414062
Iteration 176Q: 99 clusters Score -1.410848e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21386 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8308 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21406 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1094 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 181 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2021 members 
Mstep: Class 56 contains 1758 members 
Mstep: Class 57 contains 1029 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 440 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117046 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 567 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 525 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108510.000000 Penalty: 55104.414062
Iteration 177Q: 99 clusters Score -1.410851e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21387 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8306 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 21405 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 373 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1086 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 166 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2020 members 
Mstep: Class 56 contains 1760 members 
Mstep: Class 57 contains 1030 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 450 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117027 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 581 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 523 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108569.000000 Penalty: 55104.414062
Iteration 178Q: 99 clusters Score -1.410857e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21390 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 21403 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1082 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 149 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2017 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 1032 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 461 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117015 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 593 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 518 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108617.000000 Penalty: 55104.414062
Iteration 179Q: 99 clusters Score -1.410862e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 848 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21396 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8293 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 21401 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 649 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 365 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1080 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 236 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 138 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2017 members 
Mstep: Class 56 contains 1769 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 468 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117007 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 599 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 151 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 54 members 
Mstep: Class 88 contains 515 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108735.000000 Penalty: 55104.414062
Iteration 180F: 99 clusters Score -1.410874e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21403 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8290 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 21399 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 649 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 675 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1076 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 235 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2013 members 
Mstep: Class 56 contains 1773 members 
Mstep: Class 57 contains 1036 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 477 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 117001 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 617 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 148 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 57 members 
Mstep: Class 88 contains 512 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108790.000000 Penalty: 55104.414062
Iteration 181Q: 99 clusters Score -1.410879e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21407 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8290 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 21399 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 646 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 1965 members 
Mstep: Class 28 contains 674 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1075 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 235 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 2011 members 
Mstep: Class 56 contains 1776 members 
Mstep: Class 57 contains 1035 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 485 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116993 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 630 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 60 members 
Mstep: Class 88 contains 509 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108796.000000 Penalty: 55104.414062
Iteration 182Q: 99 clusters Score -1.41088e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21410 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8286 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 21398 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 646 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 1965 members 
Mstep: Class 28 contains 673 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1073 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 235 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 481 members 
Mstep: Class 55 contains 2009 members 
Mstep: Class 56 contains 1778 members 
Mstep: Class 57 contains 1035 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 490 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116986 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 640 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 507 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108782.000000 Penalty: 55104.414062
Iteration 183Q: 99 clusters Score -1.410878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21413 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8284 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 21397 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 335 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1071 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 235 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 482 members 
Mstep: Class 55 contains 2005 members 
Mstep: Class 56 contains 1779 members 
Mstep: Class 57 contains 1036 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 495 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116979 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 646 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108789.000000 Penalty: 55104.414062
Iteration 184Q: 99 clusters Score -1.410879e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21416 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8282 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 21393 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 1965 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1070 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 235 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 483 members 
Mstep: Class 55 contains 2003 members 
Mstep: Class 56 contains 1779 members 
Mstep: Class 57 contains 1038 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 500 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116972 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 655 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 507 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108813.000000 Penalty: 55104.414062
Iteration 185Q: 99 clusters Score -1.410881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21419 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8279 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 21389 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 639 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 1965 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1070 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 235 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 485 members 
Mstep: Class 55 contains 2002 members 
Mstep: Class 56 contains 1780 members 
Mstep: Class 57 contains 1040 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116962 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 662 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108818.000000 Penalty: 55104.414062
Iteration 186Q: 99 clusters Score -1.410882e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 8279 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 21384 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2669 members 
Mstep: Class 24 contains 316 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 27 contains 1966 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1070 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 234 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1998 members 
Mstep: Class 56 contains 1781 members 
Mstep: Class 57 contains 1041 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 509 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116954 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 671 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108880.000000 Penalty: 55104.414062
Iteration 187Q: 99 clusters Score -1.410888e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21425 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8276 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 21381 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2678 members 
Mstep: Class 24 contains 309 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1070 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 234 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1998 members 
Mstep: Class 56 contains 1783 members 
Mstep: Class 57 contains 1042 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116942 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 680 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108888.000000 Penalty: 55104.414062
Iteration 188Q: 99 clusters Score -1.410889e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21434 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8275 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21375 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2689 members 
Mstep: Class 24 contains 302 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1517 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1069 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 234 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1783 members 
Mstep: Class 57 contains 1043 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116926 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 689 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 507 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108893.000000 Penalty: 55104.414062
Iteration 189Q: 99 clusters Score -1.410889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21440 members 
Mstep: Class 5 contains 1629 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8273 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 21368 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 299 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1066 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 234 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 131 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1044 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116920 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 697 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108913.000000 Penalty: 55104.414062
Iteration 190Q: 99 clusters Score -1.410891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21441 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8270 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 21366 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1065 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 234 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1044 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116919 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 705 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108899.000000 Penalty: 55104.414062
Iteration 191Q: 99 clusters Score -1.41089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21443 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8270 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21365 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 295 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1064 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 234 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1045 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116914 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 713 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108902.000000 Penalty: 55104.414062
Iteration 192Q: 99 clusters Score -1.41089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21445 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21362 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1062 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 234 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116913 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 718 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108913.000000 Penalty: 55104.414062
Iteration 193Q: 99 clusters Score -1.410891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21446 members 
Mstep: Class 5 contains 1624 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21360 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 289 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1061 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116912 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 721 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108915.000000 Penalty: 55104.414062
Iteration 194Q: 99 clusters Score -1.410892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21449 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 646 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 287 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1060 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 724 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108916.000000 Penalty: 55104.414062
Iteration 195Q: 99 clusters Score -1.410892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21452 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8268 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 647 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1060 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 727 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108917.000000 Penalty: 55104.414062
Iteration 196Q: 99 clusters Score -1.410892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1059 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116906 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 728 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108931.000000 Penalty: 55104.414062
Iteration 197Q: 99 clusters Score -1.410893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21360 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116906 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108929.000000 Penalty: 55104.414062
Iteration 198Q: 99 clusters Score -1.410893e+07 nChanged 2
Entering ConstructFrom: 
Score: -14108929.000000 Penalty: 55104.414062
Entering ConstructFrom: 
Trying to split cluster 1 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -17843.808594 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -17843.81 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 178 members 
Entering Unmasked Estep 
Score: -17497.857422 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -17497.86 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17651.859375 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -17651.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17742.533203 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -17742.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17785.890625 Penalty: 534.362732
	Iteration 3F: 3 clusters Score -17785.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17801.712891 Penalty: 534.362732
	Iteration 4Q: 3 clusters Score -17801.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17804.927734 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -17804.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17807.445312 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -17807.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17810.316406 Penalty: 534.362732
	Iteration 7Q: 3 clusters Score -17810.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17810.623047 Penalty: 534.362732
	Iteration 8Q: 3 clusters Score -17810.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17810.882812 Penalty: 534.362732
	Iteration 9Q: 3 clusters Score -17810.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17810.882812 Penalty: 534.362732
	Iteration 10F: 3 clusters Score -17810.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16332.950195 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -16332.95 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 155 members 
Entering Unmasked Estep 
Score: -15991.742188 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -15991.74 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16153.718750 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -16153.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16211.553711 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -16211.55 nChanged 19
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: -16246.105469 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -16246.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16256.398438 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -16256.4 nChanged 6
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: -16261.152344 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -16261.15 nChanged 4
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: -16267.053711 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -16267.05 nChanged 5
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: -16273.898438 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -16273.9 nChanged 3
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: -16278.576172 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -16278.58 nChanged 2
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: -16280.372070 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -16280.37 nChanged 0
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: -16280.372070 Penalty: 525.484192
	Iteration 10F: 3 clusters Score -16280.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -28533.326172 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -28533.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28059.054688 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -28059.05 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28297.523438 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -28297.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28402.582031 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -28402.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28441.324219 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -28441.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28467.578125 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -28467.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28479.332031 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -28479.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28491.599609 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -28491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28509.515625 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -28509.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28516.351562 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -28516.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28520.900391 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -28520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28523.941406 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -28523.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28524.843750 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -28524.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28524.843750 Penalty: 569.969238
	Iteration 12F: 3 clusters Score -28524.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Entering Unmasked Estep 
Score: -1379989.500000 Penalty: 453.799683
	Iteration 0F: 2 clusters Score -1379990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1365634.875000 Penalty: 907.599365
	Iteration 0F: 3 clusters Score -1365635 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1371994.875000 Penalty: 907.599365
	Iteration 1F: 3 clusters Score -1371995 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1372776.875000 Penalty: 907.599365
	Iteration 2F: 3 clusters Score -1372777 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1373694.625000 Penalty: 907.599365
	Iteration 3F: 3 clusters Score -1373695 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1374807.000000 Penalty: 907.599365
	Iteration 4F: 3 clusters Score -1374807 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1375836.375000 Penalty: 907.599365
	Iteration 5F: 3 clusters Score -1375836 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1376414.625000 Penalty: 907.599365
	Iteration 6F: 3 clusters Score -1376415 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1376673.125000 Penalty: 907.599365
	Iteration 7Q: 3 clusters Score -1376673 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1376810.250000 Penalty: 907.599365
	Iteration 8Q: 3 clusters Score -1376810 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1376912.750000 Penalty: 907.599365
	Iteration 9Q: 3 clusters Score -1376913 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1377034.375000 Penalty: 907.599365
	Iteration 10Q: 3 clusters Score -1377034 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1377155.750000 Penalty: 907.599365
	Iteration 11Q: 3 clusters Score -1377156 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1377281.375000 Penalty: 907.599365
	Iteration 12Q: 3 clusters Score -1377281 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1377437.000000 Penalty: 907.599365
	Iteration 13Q: 3 clusters Score -1377437 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1377603.625000 Penalty: 907.599365
	Iteration 14Q: 3 clusters Score -1377604 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1377774.000000 Penalty: 907.599365
	Iteration 15Q: 3 clusters Score -1377774 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1377977.125000 Penalty: 907.599365
	Iteration 16Q: 3 clusters Score -1377977 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1378207.875000 Penalty: 907.599365
	Iteration 17Q: 3 clusters Score -1378208 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1378443.000000 Penalty: 907.599365
	Iteration 18Q: 3 clusters Score -1378443 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1378674.125000 Penalty: 907.599365
	Iteration 19Q: 3 clusters Score -1378674 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1378878.625000 Penalty: 907.599365
	Iteration 20F: 3 clusters Score -1378879 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1379027.750000 Penalty: 907.599365
	Iteration 21Q: 3 clusters Score -1379028 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1379140.500000 Penalty: 907.599365
	Iteration 22Q: 3 clusters Score -1379140 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1379245.750000 Penalty: 907.599365
	Iteration 23Q: 3 clusters Score -1379246 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1379329.250000 Penalty: 907.599365
	Iteration 24Q: 3 clusters Score -1379329 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1379419.125000 Penalty: 907.599365
	Iteration 25Q: 3 clusters Score -1379419 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1379498.625000 Penalty: 907.599365
	Iteration 26Q: 3 clusters Score -1379499 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1379554.375000 Penalty: 907.599365
	Iteration 27Q: 3 clusters Score -1379554 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1379596.375000 Penalty: 907.599365
	Iteration 28Q: 3 clusters Score -1379596 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1379613.625000 Penalty: 907.599365
	Iteration 29Q: 3 clusters Score -1379614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1379632.250000 Penalty: 907.599365
	Iteration 30Q: 3 clusters Score -1379632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1379647.250000 Penalty: 907.599365
	Iteration 31Q: 3 clusters Score -1379647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1379663.625000 Penalty: 907.599365
	Iteration 32Q: 3 clusters Score -1379664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1379677.125000 Penalty: 907.599365
	Iteration 33Q: 3 clusters Score -1379677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1379690.625000 Penalty: 907.599365
	Iteration 34Q: 3 clusters Score -1379691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1379702.625000 Penalty: 907.599365
	Iteration 35Q: 3 clusters Score -1379703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1379713.250000 Penalty: 907.599365
	Iteration 36Q: 3 clusters Score -1379713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1379717.000000 Penalty: 907.599365
	Iteration 37Q: 3 clusters Score -1379717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1379719.625000 Penalty: 907.599365
	Iteration 38Q: 3 clusters Score -1379720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1379720.000000 Penalty: 907.599365
	Iteration 39Q: 3 clusters Score -1379720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1379725.625000 Penalty: 907.599365
	Iteration 40F: 3 clusters Score -1379726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1379728.125000 Penalty: 907.599365
	Iteration 41Q: 3 clusters Score -1379728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1379729.625000 Penalty: 907.599365
	Iteration 42Q: 3 clusters Score -1379730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1379733.000000 Penalty: 907.599365
	Iteration 43Q: 3 clusters Score -1379733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1379735.750000 Penalty: 907.599365
	Iteration 44Q: 3 clusters Score -1379736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1379745.000000 Penalty: 907.599365
	Iteration 45Q: 3 clusters Score -1379745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1379747.875000 Penalty: 907.599365
	Iteration 46Q: 3 clusters Score -1379748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1379752.750000 Penalty: 907.599365
	Iteration 47Q: 3 clusters Score -1379753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1379755.625000 Penalty: 907.599365
	Iteration 48Q: 3 clusters Score -1379756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1379753.125000 Penalty: 907.599365
	Iteration 49Q: 3 clusters Score -1379753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1379758.500000 Penalty: 907.599365
	Iteration 50Q: 3 clusters Score -1379758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1379760.625000 Penalty: 907.599365
	Iteration 51Q: 3 clusters Score -1379761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1379759.625000 Penalty: 907.599365
	Iteration 52Q: 3 clusters Score -1379760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1379762.250000 Penalty: 907.599365
	Iteration 53Q: 3 clusters Score -1379762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1379761.375000 Penalty: 907.599365
	Iteration 54Q: 3 clusters Score -1379761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1379762.125000 Penalty: 907.599365
	Iteration 55Q: 3 clusters Score -1379762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1379762.125000 Penalty: 907.599365
	Iteration 56F: 3 clusters Score -1379762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -99031.195312 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -99031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -97827.546875 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -97827.55 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -98180.968750 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -98180.97 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -98251.757812 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -98251.76 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -98302.218750 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -98302.22 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -98345.015625 Penalty: 672.618774
	Iteration 4Q: 3 clusters Score -98345.02 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -98376.476562 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -98376.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -98410.796875 Penalty: 672.618774
	Iteration 6Q: 3 clusters Score -98410.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -98462.617188 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -98462.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -98517.460938 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -98517.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -98566.539062 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -98566.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -98614.398438 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -98614.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -98656.859375 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -98656.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -98689.421875 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -98689.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -98702.406250 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -98702.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -98713.250000 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -98713.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -98724.703125 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -98724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -98731.695312 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -98731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -98734.117188 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -98734.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -98739.125000 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -98739.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -98750.765625 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -98750.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -98753.265625 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -98753.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -98753.835938 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -98753.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -98755.851562 Penalty: 672.618774
	Iteration 22Q: 3 clusters Score -98755.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -98758.156250 Penalty: 672.618774
	Iteration 23Q: 3 clusters Score -98758.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -98759.078125 Penalty: 672.618774
	Iteration 24Q: 3 clusters Score -98759.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -98759.398438 Penalty: 672.618774
	Iteration 25Q: 3 clusters Score -98759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -98759.734375 Penalty: 672.618774
	Iteration 26Q: 3 clusters Score -98759.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -98759.734375 Penalty: 672.618774
	Iteration 27F: 3 clusters Score -98759.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -32691.914062 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -32691.91 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 268 members 
Entering Unmasked Estep 
Score: -32155.064453 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -32155.06 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32303.115234 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -32303.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32341.220703 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -32341.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32362.169922 Penalty: 576.972717
	Iteration 3F: 3 clusters Score -32362.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32384.566406 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -32384.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -32408.587891 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -32408.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32438.228516 Penalty: 576.972717
	Iteration 6F: 3 clusters Score -32438.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32459.943359 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -32459.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -32473.335938 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -32473.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32478.958984 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -32478.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -32486.421875 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -32486.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32492.417969 Penalty: 576.972717
	Iteration 11Q: 3 clusters Score -32492.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32495.158203 Penalty: 576.972717
	Iteration 12Q: 3 clusters Score -32495.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32496.916016 Penalty: 576.972717
	Iteration 13Q: 3 clusters Score -32496.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -32498.330078 Penalty: 576.972717
	Iteration 14Q: 3 clusters Score -32498.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32499.720703 Penalty: 576.972717
	Iteration 15Q: 3 clusters Score -32499.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32502.480469 Penalty: 576.972717
	Iteration 16Q: 3 clusters Score -32502.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32505.101562 Penalty: 576.972717
	Iteration 17Q: 3 clusters Score -32505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32512.164062 Penalty: 576.972717
	Iteration 18Q: 3 clusters Score -32512.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32520.607422 Penalty: 576.972717
	Iteration 19Q: 3 clusters Score -32520.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32528.232422 Penalty: 576.972717
	Iteration 20F: 3 clusters Score -32528.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32533.750000 Penalty: 576.972717
	Iteration 21Q: 3 clusters Score -32533.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32540.939453 Penalty: 576.972717
	Iteration 22Q: 3 clusters Score -32540.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32550.552734 Penalty: 576.972717
	Iteration 23Q: 3 clusters Score -32550.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32567.080078 Penalty: 576.972717
	Iteration 24Q: 3 clusters Score -32567.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32593.148438 Penalty: 576.972717
	Iteration 25Q: 3 clusters Score -32593.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32624.177734 Penalty: 576.972717
	Iteration 26Q: 3 clusters Score -32624.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32644.623047 Penalty: 576.972717
	Iteration 27Q: 3 clusters Score -32644.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32658.167969 Penalty: 576.972717
	Iteration 28Q: 3 clusters Score -32658.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32663.445312 Penalty: 576.972717
	Iteration 29Q: 3 clusters Score -32663.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32664.607422 Penalty: 576.972717
	Iteration 30Q: 3 clusters Score -32664.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32664.607422 Penalty: 576.972717
	Iteration 31F: 3 clusters Score -32664.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -33870.539062 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -33870.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33367.128906 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -33367.13 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33548.757812 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -33548.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33613.898438 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -33613.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33647.347656 Penalty: 571.856201
	Iteration 3F: 3 clusters Score -33647.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33666.375000 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -33666.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -33683.164062 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -33683.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33703.019531 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -33703.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -33711.812500 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -33711.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33713.277344 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -33713.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33714.742188 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -33714.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33715.593750 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -33715.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -33715.593750 Penalty: 571.856201
	Iteration 11F: 3 clusters Score -33715.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -458575.843750 Penalty: 410.405731
	Iteration 0F: 2 clusters Score -458575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -453047.156250 Penalty: 820.811462
	Iteration 0F: 3 clusters Score -453047.2 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -455370.937500 Penalty: 820.811462
	Iteration 1F: 3 clusters Score -455370.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -455749.187500 Penalty: 820.811462
	Iteration 2F: 3 clusters Score -455749.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -456125.875000 Penalty: 820.811462
	Iteration 3F: 3 clusters Score -456125.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -456475.562500 Penalty: 820.811462
	Iteration 4F: 3 clusters Score -456475.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -456719.562500 Penalty: 820.811462
	Iteration 5F: 3 clusters Score -456719.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -456883.437500 Penalty: 820.811462
	Iteration 6Q: 3 clusters Score -456883.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -456985.687500 Penalty: 820.811462
	Iteration 7Q: 3 clusters Score -456985.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -457074.031250 Penalty: 820.811462
	Iteration 8Q: 3 clusters Score -457074 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -457161.781250 Penalty: 820.811462
	Iteration 9Q: 3 clusters Score -457161.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -457249.812500 Penalty: 820.811462
	Iteration 10Q: 3 clusters Score -457249.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -457321.812500 Penalty: 820.811462
	Iteration 11Q: 3 clusters Score -457321.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -457366.093750 Penalty: 820.811462
	Iteration 12Q: 3 clusters Score -457366.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -457392.468750 Penalty: 820.811462
	Iteration 13Q: 3 clusters Score -457392.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -457408.812500 Penalty: 820.811462
	Iteration 14Q: 3 clusters Score -457408.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -457423.531250 Penalty: 820.811462
	Iteration 15Q: 3 clusters Score -457423.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -457435.375000 Penalty: 820.811462
	Iteration 16Q: 3 clusters Score -457435.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -457444.406250 Penalty: 820.811462
	Iteration 17Q: 3 clusters Score -457444.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -457453.968750 Penalty: 820.811462
	Iteration 18Q: 3 clusters Score -457454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -457465.562500 Penalty: 820.811462
	Iteration 19Q: 3 clusters Score -457465.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -457476.718750 Penalty: 820.811462
	Iteration 20F: 3 clusters Score -457476.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -457486.125000 Penalty: 820.811462
	Iteration 21Q: 3 clusters Score -457486.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -457498.437500 Penalty: 820.811462
	Iteration 22Q: 3 clusters Score -457498.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -457506.968750 Penalty: 820.811462
	Iteration 23Q: 3 clusters Score -457507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -457513.281250 Penalty: 820.811462
	Iteration 24Q: 3 clusters Score -457513.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -457519.156250 Penalty: 820.811462
	Iteration 25Q: 3 clusters Score -457519.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -457527.531250 Penalty: 820.811462
	Iteration 26Q: 3 clusters Score -457527.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -457538.937500 Penalty: 820.811462
	Iteration 27Q: 3 clusters Score -457538.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -457549.437500 Penalty: 820.811462
	Iteration 28Q: 3 clusters Score -457549.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -457564.312500 Penalty: 820.811462
	Iteration 29Q: 3 clusters Score -457564.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -457579.187500 Penalty: 820.811462
	Iteration 30Q: 3 clusters Score -457579.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -457594.218750 Penalty: 820.811462
	Iteration 31Q: 3 clusters Score -457594.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -457607.875000 Penalty: 820.811462
	Iteration 32Q: 3 clusters Score -457607.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -457620.187500 Penalty: 820.811462
	Iteration 33Q: 3 clusters Score -457620.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -457633.781250 Penalty: 820.811462
	Iteration 34Q: 3 clusters Score -457633.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -457647.562500 Penalty: 820.811462
	Iteration 35Q: 3 clusters Score -457647.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -457662.625000 Penalty: 820.811462
	Iteration 36Q: 3 clusters Score -457662.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -457678.750000 Penalty: 820.811462
	Iteration 37Q: 3 clusters Score -457678.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -457706.531250 Penalty: 820.811462
	Iteration 38Q: 3 clusters Score -457706.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -457734.656250 Penalty: 820.811462
	Iteration 39Q: 3 clusters Score -457734.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -457765.343750 Penalty: 820.811462
	Iteration 40F: 3 clusters Score -457765.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -457788.687500 Penalty: 820.811462
	Iteration 41Q: 3 clusters Score -457788.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -457816.812500 Penalty: 820.811462
	Iteration 42Q: 3 clusters Score -457816.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -457850.000000 Penalty: 820.811462
	Iteration 43Q: 3 clusters Score -457850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -457878.875000 Penalty: 820.811462
	Iteration 44Q: 3 clusters Score -457878.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -457907.343750 Penalty: 820.811462
	Iteration 45Q: 3 clusters Score -457907.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -457934.437500 Penalty: 820.811462
	Iteration 46Q: 3 clusters Score -457934.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -457961.156250 Penalty: 820.811462
	Iteration 47Q: 3 clusters Score -457961.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -457987.750000 Penalty: 820.811462
	Iteration 48Q: 3 clusters Score -457987.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -458008.031250 Penalty: 820.811462
	Iteration 49Q: 3 clusters Score -458008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -458026.375000 Penalty: 820.811462
	Iteration 50Q: 3 clusters Score -458026.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -458042.000000 Penalty: 820.811462
	Iteration 51Q: 3 clusters Score -458042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -458054.062500 Penalty: 820.811462
	Iteration 52Q: 3 clusters Score -458054.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -458063.281250 Penalty: 820.811462
	Iteration 53Q: 3 clusters Score -458063.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -458071.125000 Penalty: 820.811462
	Iteration 54Q: 3 clusters Score -458071.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -458079.437500 Penalty: 820.811462
	Iteration 55Q: 3 clusters Score -458079.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -458090.312500 Penalty: 820.811462
	Iteration 56Q: 3 clusters Score -458090.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -458105.906250 Penalty: 820.811462
	Iteration 57Q: 3 clusters Score -458105.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -458121.625000 Penalty: 820.811462
	Iteration 58Q: 3 clusters Score -458121.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -458136.531250 Penalty: 820.811462
	Iteration 59Q: 3 clusters Score -458136.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -458149.468750 Penalty: 820.811462
	Iteration 60F: 3 clusters Score -458149.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -458156.875000 Penalty: 820.811462
	Iteration 61Q: 3 clusters Score -458156.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -458164.125000 Penalty: 820.811462
	Iteration 62Q: 3 clusters Score -458164.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -458170.812500 Penalty: 820.811462
	Iteration 63Q: 3 clusters Score -458170.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -458184.437500 Penalty: 820.811462
	Iteration 64Q: 3 clusters Score -458184.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -458201.531250 Penalty: 820.811462
	Iteration 65Q: 3 clusters Score -458201.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -458222.812500 Penalty: 820.811462
	Iteration 66Q: 3 clusters Score -458222.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -458243.437500 Penalty: 820.811462
	Iteration 67Q: 3 clusters Score -458243.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -458265.812500 Penalty: 820.811462
	Iteration 68Q: 3 clusters Score -458265.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -458277.000000 Penalty: 820.811462
	Iteration 69Q: 3 clusters Score -458277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -458280.312500 Penalty: 820.811462
	Iteration 70Q: 3 clusters Score -458280.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -458284.125000 Penalty: 820.811462
	Iteration 71Q: 3 clusters Score -458284.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -458287.906250 Penalty: 820.811462
	Iteration 72Q: 3 clusters Score -458287.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -458291.281250 Penalty: 820.811462
	Iteration 73Q: 3 clusters Score -458291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -458292.000000 Penalty: 820.811462
	Iteration 74Q: 3 clusters Score -458292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -458292.531250 Penalty: 820.811462
	Iteration 75Q: 3 clusters Score -458292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -458293.750000 Penalty: 820.811462
	Iteration 76Q: 3 clusters Score -458293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -458294.218750 Penalty: 820.811462
	Iteration 77Q: 3 clusters Score -458294.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -458294.812500 Penalty: 820.811462
	Iteration 78Q: 3 clusters Score -458294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -458295.156250 Penalty: 820.811462
	Iteration 79Q: 3 clusters Score -458295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -458296.937500 Penalty: 820.811462
	Iteration 80F: 3 clusters Score -458296.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -458298.468750 Penalty: 820.811462
	Iteration 81Q: 3 clusters Score -458298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -458298.468750 Penalty: 820.811462
	Iteration 82F: 3 clusters Score -458298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145168.750000 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145168.8 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 1208 members 
Entering Unmasked Estep 
Score: -143481.625000 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143481.6 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -144017.796875 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -144017.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -144086.812500 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144086.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -144156.156250 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -144156.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -144227.156250 Penalty: 708.689514
	Iteration 4F: 3 clusters Score -144227.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -144288.468750 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144288.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -144360.500000 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -144360.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -144443.015625 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144443 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -144514.875000 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144514.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -144587.609375 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144587.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -144661.140625 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144661.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -144733.265625 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144733.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -144788.203125 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144788.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -144830.781250 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144830.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -144864.359375 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144864.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -144888.375000 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -144898.109375 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -144904.593750 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -144907.171875 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -144908.046875 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -144908.843750 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -144908.875000 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -144908.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -144908.875000 Penalty: 708.689514
	Iteration 22F: 3 clusters Score -144908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Entering Unmasked Estep 
Score: -1274174.125000 Penalty: 453.597778
	Iteration 0F: 2 clusters Score -1274174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1259885.500000 Penalty: 907.195557
	Iteration 0F: 3 clusters Score -1259886 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1266466.875000 Penalty: 907.195557
	Iteration 1F: 3 clusters Score -1266467 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1267053.250000 Penalty: 907.195557
	Iteration 2F: 3 clusters Score -1267053 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1267738.375000 Penalty: 907.195557
	Iteration 3F: 3 clusters Score -1267738 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1268542.250000 Penalty: 907.195557
	Iteration 4F: 3 clusters Score -1268542 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1269393.125000 Penalty: 907.195557
	Iteration 5F: 3 clusters Score -1269393 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1270237.250000 Penalty: 907.195557
	Iteration 6F: 3 clusters Score -1270237 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1270977.875000 Penalty: 907.195557
	Iteration 7F: 3 clusters Score -1270978 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1271683.875000 Penalty: 907.195557
	Iteration 8Q: 3 clusters Score -1271684 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1272289.875000 Penalty: 907.195557
	Iteration 9Q: 3 clusters Score -1272290 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1272753.625000 Penalty: 907.195557
	Iteration 10Q: 3 clusters Score -1272754 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1273086.000000 Penalty: 907.195557
	Iteration 11Q: 3 clusters Score -1273086 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1273305.750000 Penalty: 907.195557
	Iteration 12Q: 3 clusters Score -1273306 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -1273485.750000 Penalty: 907.195557
	Iteration 13Q: 3 clusters Score -1273486 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1273620.125000 Penalty: 907.195557
	Iteration 14Q: 3 clusters Score -1273620 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1273709.000000 Penalty: 907.195557
	Iteration 15Q: 3 clusters Score -1273709 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1273789.125000 Penalty: 907.195557
	Iteration 16Q: 3 clusters Score -1273789 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -1273832.875000 Penalty: 907.195557
	Iteration 17Q: 3 clusters Score -1273833 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1273864.875000 Penalty: 907.195557
	Iteration 18Q: 3 clusters Score -1273865 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -1273891.375000 Penalty: 907.195557
	Iteration 19Q: 3 clusters Score -1273891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -1273901.125000 Penalty: 907.195557
	Iteration 20F: 3 clusters Score -1273901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -1273910.625000 Penalty: 907.195557
	Iteration 21Q: 3 clusters Score -1273911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1273924.125000 Penalty: 907.195557
	Iteration 22Q: 3 clusters Score -1273924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -1273933.000000 Penalty: 907.195557
	Iteration 23Q: 3 clusters Score -1273933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1273942.750000 Penalty: 907.195557
	Iteration 24Q: 3 clusters Score -1273943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1273942.000000 Penalty: 907.195557
	Iteration 25Q: 3 clusters Score -1273942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1273942.375000 Penalty: 907.195557
	Iteration 26Q: 3 clusters Score -1273942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1273945.500000 Penalty: 907.195557
	Iteration 27Q: 3 clusters Score -1273946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -1273946.750000 Penalty: 907.195557
	Iteration 28Q: 3 clusters Score -1273947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1273950.000000 Penalty: 907.195557
	Iteration 29Q: 3 clusters Score -1273950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -1273951.125000 Penalty: 907.195557
	Iteration 30Q: 3 clusters Score -1273951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1273952.625000 Penalty: 907.195557
	Iteration 31Q: 3 clusters Score -1273953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -1273959.125000 Penalty: 907.195557
	Iteration 32Q: 3 clusters Score -1273959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -1273959.750000 Penalty: 907.195557
	Iteration 33Q: 3 clusters Score -1273960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -1273960.125000 Penalty: 907.195557
	Iteration 34Q: 3 clusters Score -1273960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1273961.375000 Penalty: 907.195557
	Iteration 35Q: 3 clusters Score -1273961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1273960.500000 Penalty: 907.195557
	Iteration 36Q: 3 clusters Score -1273960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1273964.250000 Penalty: 907.195557
	Iteration 37Q: 3 clusters Score -1273964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -1273964.875000 Penalty: 907.195557
	Iteration 38Q: 3 clusters Score -1273965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -1273963.875000 Penalty: 907.195557
	Iteration 39Q: 3 clusters Score -1273964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -1273962.875000 Penalty: 907.195557
	Iteration 40F: 3 clusters Score -1273963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -1273963.750000 Penalty: 907.195557
	Iteration 41Q: 3 clusters Score -1273964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1273964.625000 Penalty: 907.195557
	Iteration 42Q: 3 clusters Score -1273965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -1273964.625000 Penalty: 907.195557
	Iteration 43Q: 3 clusters Score -1273965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -1273964.625000 Penalty: 907.195557
	Iteration 44F: 3 clusters Score -1273965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Entering Unmasked Estep 
Score: -1415161.250000 Penalty: 442.466614
	Iteration 0F: 2 clusters Score -1415161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1406509.125000 Penalty: 884.933228
	Iteration 0F: 3 clusters Score -1406509 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1411022.750000 Penalty: 884.933228
	Iteration 1F: 3 clusters Score -1411023 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1411314.750000 Penalty: 884.933228
	Iteration 2F: 3 clusters Score -1411315 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1411751.000000 Penalty: 884.933228
	Iteration 3F: 3 clusters Score -1411751 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1412326.000000 Penalty: 884.933228
	Iteration 4F: 3 clusters Score -1412326 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1413040.750000 Penalty: 884.933228
	Iteration 5F: 3 clusters Score -1413041 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1413689.625000 Penalty: 884.933228
	Iteration 6F: 3 clusters Score -1413690 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1414141.250000 Penalty: 884.933228
	Iteration 7Q: 3 clusters Score -1414141 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1414314.125000 Penalty: 884.933228
	Iteration 8Q: 3 clusters Score -1414314 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1414375.250000 Penalty: 884.933228
	Iteration 9Q: 3 clusters Score -1414375 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1414385.250000 Penalty: 884.933228
	Iteration 10Q: 3 clusters Score -1414385 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1414367.250000 Penalty: 884.933228
	Iteration 11Q: 3 clusters Score -1414367 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1414361.125000 Penalty: 884.933228
	Iteration 12Q: 3 clusters Score -1414361 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1414367.750000 Penalty: 884.933228
	Iteration 13Q: 3 clusters Score -1414368 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1414367.500000 Penalty: 884.933228
	Iteration 14Q: 3 clusters Score -1414368 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1414363.875000 Penalty: 884.933228
	Iteration 15Q: 3 clusters Score -1414364 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1414363.750000 Penalty: 884.933228
	Iteration 16Q: 3 clusters Score -1414364 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1414354.875000 Penalty: 884.933228
	Iteration 17Q: 3 clusters Score -1414355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1414354.125000 Penalty: 884.933228
	Iteration 18Q: 3 clusters Score -1414354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1414349.750000 Penalty: 884.933228
	Iteration 19Q: 3 clusters Score -1414350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1414345.250000 Penalty: 884.933228
	Iteration 20F: 3 clusters Score -1414345 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1414337.500000 Penalty: 884.933228
	Iteration 21Q: 3 clusters Score -1414338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1414331.875000 Penalty: 884.933228
	Iteration 22Q: 3 clusters Score -1414332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1414316.125000 Penalty: 884.933228
	Iteration 23Q: 3 clusters Score -1414316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1414309.125000 Penalty: 884.933228
	Iteration 24Q: 3 clusters Score -1414309 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1414296.250000 Penalty: 884.933228
	Iteration 25Q: 3 clusters Score -1414296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1414303.250000 Penalty: 884.933228
	Iteration 26Q: 3 clusters Score -1414303 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1414300.750000 Penalty: 884.933228
	Iteration 27Q: 3 clusters Score -1414301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1414305.875000 Penalty: 884.933228
	Iteration 28Q: 3 clusters Score -1414306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1414301.750000 Penalty: 884.933228
	Iteration 29Q: 3 clusters Score -1414302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1414300.125000 Penalty: 884.933228
	Iteration 30Q: 3 clusters Score -1414300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1414297.000000 Penalty: 884.933228
	Iteration 31Q: 3 clusters Score -1414297 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1414294.125000 Penalty: 884.933228
	Iteration 32Q: 3 clusters Score -1414294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1414289.625000 Penalty: 884.933228
	Iteration 33Q: 3 clusters Score -1414290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1414291.125000 Penalty: 884.933228
	Iteration 34Q: 3 clusters Score -1414291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1414284.500000 Penalty: 884.933228
	Iteration 35Q: 3 clusters Score -1414284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1414281.750000 Penalty: 884.933228
	Iteration 36Q: 3 clusters Score -1414282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1414283.000000 Penalty: 884.933228
	Iteration 37Q: 3 clusters Score -1414283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1414275.875000 Penalty: 884.933228
	Iteration 38Q: 3 clusters Score -1414276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1414271.375000 Penalty: 884.933228
	Iteration 39Q: 3 clusters Score -1414271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1414269.875000 Penalty: 884.933228
	Iteration 40F: 3 clusters Score -1414270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1414266.625000 Penalty: 884.933228
	Iteration 41Q: 3 clusters Score -1414267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1414273.125000 Penalty: 884.933228
	Iteration 42Q: 3 clusters Score -1414273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1414273.500000 Penalty: 884.933228
	Iteration 43Q: 3 clusters Score -1414274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1414278.125000 Penalty: 884.933228
	Iteration 44Q: 3 clusters Score -1414278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1414276.750000 Penalty: 884.933228
	Iteration 45Q: 3 clusters Score -1414277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1414284.000000 Penalty: 884.933228
	Iteration 46Q: 3 clusters Score -1414284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1414276.500000 Penalty: 884.933228
	Iteration 47Q: 3 clusters Score -1414276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1414281.000000 Penalty: 884.933228
	Iteration 48Q: 3 clusters Score -1414281 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1414287.875000 Penalty: 884.933228
	Iteration 49Q: 3 clusters Score -1414288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1414304.375000 Penalty: 884.933228
	Iteration 50Q: 3 clusters Score -1414304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1414316.000000 Penalty: 884.933228
	Iteration 51Q: 3 clusters Score -1414316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1414316.375000 Penalty: 884.933228
	Iteration 52Q: 3 clusters Score -1414316 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1414328.250000 Penalty: 884.933228
	Iteration 53Q: 3 clusters Score -1414328 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1414357.125000 Penalty: 884.933228
	Iteration 54Q: 3 clusters Score -1414357 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1414385.500000 Penalty: 884.933228
	Iteration 55Q: 3 clusters Score -1414386 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1414422.625000 Penalty: 884.933228
	Iteration 56Q: 3 clusters Score -1414423 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1414439.625000 Penalty: 884.933228
	Iteration 57Q: 3 clusters Score -1414440 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1414447.750000 Penalty: 884.933228
	Iteration 58Q: 3 clusters Score -1414448 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1414470.500000 Penalty: 884.933228
	Iteration 59Q: 3 clusters Score -1414470 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1414467.375000 Penalty: 884.933228
	Iteration 60F: 3 clusters Score -1414467 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1414450.250000 Penalty: 884.933228
	Iteration 61Q: 3 clusters Score -1414450 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1414429.250000 Penalty: 884.933228
	Iteration 62Q: 3 clusters Score -1414429 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1414380.750000 Penalty: 884.933228
	Iteration 63Q: 3 clusters Score -1414381 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1414331.000000 Penalty: 884.933228
	Iteration 64Q: 3 clusters Score -1414331 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1414301.250000 Penalty: 884.933228
	Iteration 65Q: 3 clusters Score -1414301 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1414304.375000 Penalty: 884.933228
	Iteration 66Q: 3 clusters Score -1414304 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1414326.500000 Penalty: 884.933228
	Iteration 67Q: 3 clusters Score -1414326 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1414353.625000 Penalty: 884.933228
	Iteration 68Q: 3 clusters Score -1414354 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1414358.875000 Penalty: 884.933228
	Iteration 69Q: 3 clusters Score -1414359 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1414346.000000 Penalty: 884.933228
	Iteration 70Q: 3 clusters Score -1414346 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1414338.750000 Penalty: 884.933228
	Iteration 71Q: 3 clusters Score -1414339 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1414301.250000 Penalty: 884.933228
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Mstep: Class 1 contains 5565 members 
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Mstep: Class 2 contains 11387 members 
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Mstep: Class 2 contains 11590 members 
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Mstep: Class 2 contains 11775 members 
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Mstep: Class 2 contains 11963 members 
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Mstep: Class 2 contains 12132 members 
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Mstep: Class 2 contains 12282 members 
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Mstep: Class 2 contains 12428 members 
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Mstep: Class 2 contains 13689 members 
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Mstep: Class 2 contains 13890 members 
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Mstep: Class 2 contains 14225 members 
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Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14298 members 
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	Iteration 108Q: 3 clusters Score -1414558 nChanged 13
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	Iteration 109Q: 3 clusters Score -1414558 nChanged 12
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Mstep: Class 1 contains 2523 members 
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Mstep: Class 1 contains 2529 members 
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	Iteration 112Q: 3 clusters Score -1414555 nChanged 5
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	Iteration 113Q: 3 clusters Score -1414556 nChanged 4
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	Iteration 114Q: 3 clusters Score -1414560 nChanged 2
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	Iteration 115Q: 3 clusters Score -1414559 nChanged 1
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	Iteration 116Q: 3 clusters Score -1414559 nChanged 3
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	Iteration 117Q: 3 clusters Score -1414559 nChanged 2
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	Iteration 118Q: 3 clusters Score -1414554 nChanged 3
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	Iteration 119Q: 3 clusters Score -1414559 nChanged 3
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	Iteration 120F: 3 clusters Score -1414558 nChanged 5
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	Iteration 121Q: 3 clusters Score -1414559 nChanged 5
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	Iteration 122Q: 3 clusters Score -1414558 nChanged 8
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	Iteration 123Q: 3 clusters Score -1414558 nChanged 6
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	Iteration 124Q: 3 clusters Score -1414559 nChanged 4
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	Iteration 125Q: 3 clusters Score -1414558 nChanged 3
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	Iteration 126Q: 3 clusters Score -1414562 nChanged 2
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	Iteration 127Q: 3 clusters Score -1414563 nChanged 3
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	Iteration 128Q: 3 clusters Score -1414563 nChanged 4
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	Iteration 129Q: 3 clusters Score -1414565 nChanged 14
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	Iteration 130Q: 3 clusters Score -1414563 nChanged 13
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	Iteration 131Q: 3 clusters Score -1414565 nChanged 17
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	Iteration 132Q: 3 clusters Score -1414562 nChanged 11
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	Iteration 133Q: 3 clusters Score -1414556 nChanged 17
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	Iteration 134Q: 3 clusters Score -1414557 nChanged 18
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	Iteration 135Q: 3 clusters Score -1414560 nChanged 14
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	Iteration 136Q: 3 clusters Score -1414561 nChanged 12
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	Iteration 137Q: 3 clusters Score -1414561 nChanged 12
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	Iteration 138Q: 3 clusters Score -1414560 nChanged 13
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	Iteration 139Q: 3 clusters Score -1414560 nChanged 7
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	Iteration 140F: 3 clusters Score -1414563 nChanged 6
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	Iteration 141Q: 3 clusters Score -1414561 nChanged 8
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	Iteration 142Q: 3 clusters Score -1414558 nChanged 15
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	Iteration 143Q: 3 clusters Score -1414556 nChanged 11
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	Iteration 144Q: 3 clusters Score -1414555 nChanged 10
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	Iteration 145Q: 3 clusters Score -1414557 nChanged 9
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	Iteration 146Q: 3 clusters Score -1414554 nChanged 9
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	Iteration 147Q: 3 clusters Score -1414553 nChanged 15
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	Iteration 148Q: 3 clusters Score -1414551 nChanged 12
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	Iteration 149Q: 3 clusters Score -1414555 nChanged 12
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	Iteration 151Q: 3 clusters Score -1414559 nChanged 8
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	Iteration 152Q: 3 clusters Score -1414560 nChanged 8
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	Iteration 153Q: 3 clusters Score -1414561 nChanged 6
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	Iteration 154Q: 3 clusters Score -1414560 nChanged 6
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	Iteration 155Q: 3 clusters Score -1414563 nChanged 6
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	Iteration 156Q: 3 clusters Score -1414562 nChanged 7
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	Iteration 157Q: 3 clusters Score -1414563 nChanged 4
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	Iteration 158Q: 3 clusters Score -1414558 nChanged 3
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	Iteration 159Q: 3 clusters Score -1414556 nChanged 2
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	Iteration 160F: 3 clusters Score -1414558 nChanged 2
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	Iteration 161Q: 3 clusters Score -1414556 nChanged 4
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	Iteration 162Q: 3 clusters Score -1414556 nChanged 5
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	Iteration 163Q: 3 clusters Score -1414558 nChanged 3
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	Iteration 164Q: 3 clusters Score -1414558 nChanged 0
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Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1414558.375000 Penalty: 884.933228
	Iteration 165F: 3 clusters Score -1414558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -21419.238281 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -21419.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21035.933594 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -21035.93 nChanged 101
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: -21194.619141 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -21194.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21263.628906 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -21263.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21323.724609 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -21323.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21376.195312 Penalty: 531.498352
	Iteration 4F: 3 clusters Score -21376.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21451.466797 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -21451.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21546.773438 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -21546.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21568.806641 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -21568.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21577.355469 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -21577.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21587.962891 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -21587.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21597.976562 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -21597.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21606.792969 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -21606.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21607.728516 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -21607.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21607.728516 Penalty: 531.498352
	Iteration 13F: 3 clusters Score -21607.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 97 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108842.000000 Penalty: 55666.703125
Splitting cluster 12 changes total score from -14108929.000000 to -14108842.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -8468.423828 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -8468.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8233.424805 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -8233.425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8271.693359 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -8271.693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8281.920898 Penalty: 430.994049
	Iteration 2Q: 3 clusters Score -8281.921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8286.739258 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -8286.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8288.323242 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -8288.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8288.323242 Penalty: 430.994049
	Iteration 5F: 3 clusters Score -8288.323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9896.239258 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9896.239 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 89 members 
Entering Unmasked Estep 
Score: -9644.382812 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9644.383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9699.307617 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9699.308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9705.426758 Penalty: 469.474030
	Iteration 2Q: 3 clusters Score -9705.427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9706.734375 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9706.734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9708.930664 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9708.931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9715.547852 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9715.548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9729.635742 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9729.636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9738.166992 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9738.167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9738.544922 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -9738.545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9738.544922 Penalty: 469.474030
	Iteration 9F: 3 clusters Score -9738.545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -17418.582031 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -17418.58 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 139 members 
Entering Unmasked Estep 
Score: -17077.595703 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -17077.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17227.033203 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -17227.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17279.125000 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -17279.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17330.552734 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -17330.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17353.181641 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -17353.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17377.142578 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -17377.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17381.898438 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -17381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17385.554688 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -17385.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17394.052734 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -17394.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17398.226562 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -17398.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17407.275391 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -17407.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17409.126953 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -17409.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17409.126953 Penalty: 522.321167
	Iteration 12F: 3 clusters Score -17409.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -30921.044922 Penalty: 294.562042
	Iteration 0F: 2 clusters Score -30921.04 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 330 members 
Entering Unmasked Estep 
Score: -30354.894531 Penalty: 589.124084
	Iteration 0F: 3 clusters Score -30354.89 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -30555.343750 Penalty: 589.124084
	Iteration 1F: 3 clusters Score -30555.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -30613.531250 Penalty: 589.124084
	Iteration 2F: 3 clusters Score -30613.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -30667.619141 Penalty: 589.124084
	Iteration 3F: 3 clusters Score -30667.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -30752.050781 Penalty: 589.124084
	Iteration 4F: 3 clusters Score -30752.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30814.236328 Penalty: 589.124084
	Iteration 5F: 3 clusters Score -30814.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -30856.740234 Penalty: 589.124084
	Iteration 6Q: 3 clusters Score -30856.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -30879.722656 Penalty: 589.124084
	Iteration 7Q: 3 clusters Score -30879.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -30880.517578 Penalty: 589.124084
	Iteration 8Q: 3 clusters Score -30880.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -30880.822266 Penalty: 589.124084
	Iteration 9Q: 3 clusters Score -30880.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -30880.822266 Penalty: 589.124084
	Iteration 10F: 3 clusters Score -30880.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -33954.804688 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -33954.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33446.859375 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -33446.86 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33611.382812 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -33611.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33684.699219 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -33684.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33714.562500 Penalty: 574.697571
	Iteration 3F: 3 clusters Score -33714.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33760.539062 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -33760.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33798.667969 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -33798.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33823.601562 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -33823.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33835.375000 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -33835.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33842.535156 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -33842.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33844.917969 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -33844.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33846.558594 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -33846.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33849.082031 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -33849.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33852.402344 Penalty: 574.697571
	Iteration 12Q: 3 clusters Score -33852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33852.601562 Penalty: 574.697571
	Iteration 13Q: 3 clusters Score -33852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33852.601562 Penalty: 574.697571
	Iteration 14F: 3 clusters Score -33852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -8335.803711 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8335.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8083.687500 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8083.688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8127.900391 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8136.387695 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -8136.388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8139.509277 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -8139.509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8141.889648 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8141.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8149.709473 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -8149.709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8150.024414 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -8150.024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8150.448730 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -8150.449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8151.421875 Penalty: 448.380096
	Iteration 8Q: 3 clusters Score -8151.422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8155.788086 Penalty: 448.380096
	Iteration 9Q: 3 clusters Score -8155.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8157.541504 Penalty: 448.380096
	Iteration 10Q: 3 clusters Score -8157.542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8160.703613 Penalty: 448.380096
	Iteration 11Q: 3 clusters Score -8160.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8163.147461 Penalty: 448.380096
	Iteration 12Q: 3 clusters Score -8163.147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8165.951172 Penalty: 448.380096
	Iteration 13Q: 3 clusters Score -8165.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8165.951172 Penalty: 448.380096
	Iteration 14F: 3 clusters Score -8165.951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19106.580078 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -19106.58 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 186 members 
Entering Unmasked Estep 
Score: -18700.244141 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -18700.24 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18816.697266 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -18816.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18854.179688 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -18854.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18884.224609 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -18884.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18897.783203 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -18897.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18907.042969 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -18907.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18918.376953 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -18918.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18932.326172 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -18932.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18940.863281 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -18940.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18946.183594 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -18946.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18947.558594 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -18947.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18952.605469 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -18952.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18961.335938 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -18961.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18962.773438 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -18962.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18964.958984 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -18964.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18965.386719 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -18965.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18965.386719 Penalty: 537.387939
	Iteration 16F: 3 clusters Score -18965.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2301.643066 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2301.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2165.603271 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2165.603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2212.059082 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2212.059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2216.542725 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2216.543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2216.542725 Penalty: 362.997559
	Iteration 3F: 3 clusters Score -2216.543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -59415.371094 Penalty: 317.593445
	Iteration 0F: 2 clusters Score -59415.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58595.609375 Penalty: 635.186890
	Iteration 0F: 3 clusters Score -58595.61 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -58882.812500 Penalty: 635.186890
	Iteration 1F: 3 clusters Score -58882.81 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -58937.625000 Penalty: 635.186890
	Iteration 2F: 3 clusters Score -58937.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -58973.117188 Penalty: 635.186890
	Iteration 3F: 3 clusters Score -58973.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59000.261719 Penalty: 635.186890
	Iteration 4Q: 3 clusters Score -59000.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59017.515625 Penalty: 635.186890
	Iteration 5Q: 3 clusters Score -59017.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -59032.253906 Penalty: 635.186890
	Iteration 6Q: 3 clusters Score -59032.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -59048.394531 Penalty: 635.186890
	Iteration 7Q: 3 clusters Score -59048.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -59067.718750 Penalty: 635.186890
	Iteration 8Q: 3 clusters Score -59067.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -59078.019531 Penalty: 635.186890
	Iteration 9Q: 3 clusters Score -59078.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -59092.320312 Penalty: 635.186890
	Iteration 10Q: 3 clusters Score -59092.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59108.808594 Penalty: 635.186890
	Iteration 11Q: 3 clusters Score -59108.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -59128.156250 Penalty: 635.186890
	Iteration 12Q: 3 clusters Score -59128.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -59157.351562 Penalty: 635.186890
	Iteration 13Q: 3 clusters Score -59157.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -59176.070312 Penalty: 635.186890
	Iteration 14Q: 3 clusters Score -59176.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -59193.140625 Penalty: 635.186890
	Iteration 15Q: 3 clusters Score -59193.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -59201.710938 Penalty: 635.186890
	Iteration 16Q: 3 clusters Score -59201.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -59211.214844 Penalty: 635.186890
	Iteration 17Q: 3 clusters Score -59211.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -59219.843750 Penalty: 635.186890
	Iteration 18Q: 3 clusters Score -59219.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -59226.750000 Penalty: 635.186890
	Iteration 19Q: 3 clusters Score -59226.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -59229.261719 Penalty: 635.186890
	Iteration 20F: 3 clusters Score -59229.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59230.796875 Penalty: 635.186890
	Iteration 21Q: 3 clusters Score -59230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59231.968750 Penalty: 635.186890
	Iteration 22Q: 3 clusters Score -59231.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59233.289062 Penalty: 635.186890
	Iteration 23Q: 3 clusters Score -59233.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59233.648438 Penalty: 635.186890
	Iteration 24Q: 3 clusters Score -59233.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59234.179688 Penalty: 635.186890
	Iteration 25Q: 3 clusters Score -59234.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59234.179688 Penalty: 635.186890
	Iteration 26F: 3 clusters Score -59234.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -11200.574219 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -11200.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10900.890625 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -10900.89 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10997.572266 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -10997.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11046.153320 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -11046.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11091.850586 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -11091.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11127.208984 Penalty: 496.044495
	Iteration 4F: 3 clusters Score -11127.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11160.639648 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -11160.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11180.098633 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -11180.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11188.794922 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -11188.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11191.281250 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -11191.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11192.776367 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -11192.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11192.776367 Penalty: 496.044495
	Iteration 10F: 3 clusters Score -11192.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -175839.468750 Penalty: 359.529510
	Iteration 0F: 2 clusters Score -175839.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -173897.406250 Penalty: 719.059021
	Iteration 0F: 3 clusters Score -173897.4 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -174521.343750 Penalty: 719.059021
	Iteration 1F: 3 clusters Score -174521.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -174607.015625 Penalty: 719.059021
	Iteration 2F: 3 clusters Score -174607 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -174695.718750 Penalty: 719.059021
	Iteration 3F: 3 clusters Score -174695.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -174784.906250 Penalty: 719.059021
	Iteration 4Q: 3 clusters Score -174784.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -174877.046875 Penalty: 719.059021
	Iteration 5F: 3 clusters Score -174877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -174977.359375 Penalty: 719.059021
	Iteration 6F: 3 clusters Score -174977.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -175069.546875 Penalty: 719.059021
	Iteration 7Q: 3 clusters Score -175069.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -175136.312500 Penalty: 719.059021
	Iteration 8Q: 3 clusters Score -175136.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -175185.234375 Penalty: 719.059021
	Iteration 9Q: 3 clusters Score -175185.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -175211.640625 Penalty: 719.059021
	Iteration 10Q: 3 clusters Score -175211.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175225.828125 Penalty: 719.059021
	Iteration 11Q: 3 clusters Score -175225.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -175241.343750 Penalty: 719.059021
	Iteration 12Q: 3 clusters Score -175241.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175251.453125 Penalty: 719.059021
	Iteration 13Q: 3 clusters Score -175251.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -175257.656250 Penalty: 719.059021
	Iteration 14Q: 3 clusters Score -175257.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175263.218750 Penalty: 719.059021
	Iteration 15Q: 3 clusters Score -175263.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -175269.906250 Penalty: 719.059021
	Iteration 16Q: 3 clusters Score -175269.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -175274.593750 Penalty: 719.059021
	Iteration 17Q: 3 clusters Score -175274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175281.687500 Penalty: 719.059021
	Iteration 18Q: 3 clusters Score -175281.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175292.656250 Penalty: 719.059021
	Iteration 19Q: 3 clusters Score -175292.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -175301.390625 Penalty: 719.059021
	Iteration 20F: 3 clusters Score -175301.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -175312.734375 Penalty: 719.059021
	Iteration 21Q: 3 clusters Score -175312.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -175323.281250 Penalty: 719.059021
	Iteration 22Q: 3 clusters Score -175323.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175341.140625 Penalty: 719.059021
	Iteration 23Q: 3 clusters Score -175341.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -175368.343750 Penalty: 719.059021
	Iteration 24Q: 3 clusters Score -175368.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -175392.296875 Penalty: 719.059021
	Iteration 25Q: 3 clusters Score -175392.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -175423.437500 Penalty: 719.059021
	Iteration 26Q: 3 clusters Score -175423.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -175453.156250 Penalty: 719.059021
	Iteration 27Q: 3 clusters Score -175453.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -175478.125000 Penalty: 719.059021
	Iteration 28Q: 3 clusters Score -175478.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -175497.250000 Penalty: 719.059021
	Iteration 29Q: 3 clusters Score -175497.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -175504.078125 Penalty: 719.059021
	Iteration 30Q: 3 clusters Score -175504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -175508.921875 Penalty: 719.059021
	Iteration 31Q: 3 clusters Score -175508.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -175517.125000 Penalty: 719.059021
	Iteration 32Q: 3 clusters Score -175517.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -175522.890625 Penalty: 719.059021
	Iteration 33Q: 3 clusters Score -175522.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -175527.171875 Penalty: 719.059021
	Iteration 34Q: 3 clusters Score -175527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -175529.484375 Penalty: 719.059021
	Iteration 35Q: 3 clusters Score -175529.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -175531.078125 Penalty: 719.059021
	Iteration 36Q: 3 clusters Score -175531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -175531.859375 Penalty: 719.059021
	Iteration 37Q: 3 clusters Score -175531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -175531.953125 Penalty: 719.059021
	Iteration 38Q: 3 clusters Score -175532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -175531.953125 Penalty: 719.059021
	Iteration 39F: 3 clusters Score -175532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -14144.398438 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -14144.4 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 147 members 
Entering Unmasked Estep 
Score: -13789.384766 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13789.38 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13918.039062 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13918.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13976.862305 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13976.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14057.547852 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -14057.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14094.245117 Penalty: 514.695251
	Iteration 4F: 3 clusters Score -14094.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14128.473633 Penalty: 514.695251
	Iteration 5F: 3 clusters Score -14128.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14148.551758 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -14148.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14162.111328 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -14162.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14201.463867 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -14201.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14221.613281 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -14221.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14226.053711 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -14226.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14228.302734 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -14228.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14228.302734 Penalty: 514.695251
	Iteration 12F: 3 clusters Score -14228.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 103 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108725.000000 Penalty: 55666.703125
Splitting cluster 24 changes total score from -14108929.000000 to -14108725.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -47560.062500 Penalty: 307.281433
	Iteration 0F: 2 clusters Score -47560.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46828.437500 Penalty: 614.562866
	Iteration 0F: 3 clusters Score -46828.44 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -47042.960938 Penalty: 614.562866
	Iteration 1F: 3 clusters Score -47042.96 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -47096.968750 Penalty: 614.562866
	Iteration 2F: 3 clusters Score -47096.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -47137.574219 Penalty: 614.562866
	Iteration 3F: 3 clusters Score -47137.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -47175.031250 Penalty: 614.562866
	Iteration 4Q: 3 clusters Score -47175.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -47199.839844 Penalty: 614.562866
	Iteration 5F: 3 clusters Score -47199.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -47231.882812 Penalty: 614.562866
	Iteration 6Q: 3 clusters Score -47231.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -47259.355469 Penalty: 614.562866
	Iteration 7Q: 3 clusters Score -47259.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47278.847656 Penalty: 614.562866
	Iteration 8Q: 3 clusters Score -47278.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -47299.496094 Penalty: 614.562866
	Iteration 9Q: 3 clusters Score -47299.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -47308.695312 Penalty: 614.562866
	Iteration 10Q: 3 clusters Score -47308.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -47319.367188 Penalty: 614.562866
	Iteration 11Q: 3 clusters Score -47319.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -47332.363281 Penalty: 614.562866
	Iteration 12Q: 3 clusters Score -47332.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -47349.304688 Penalty: 614.562866
	Iteration 13Q: 3 clusters Score -47349.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -47359.523438 Penalty: 614.562866
	Iteration 14Q: 3 clusters Score -47359.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -47368.601562 Penalty: 614.562866
	Iteration 15Q: 3 clusters Score -47368.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -47375.121094 Penalty: 614.562866
	Iteration 16Q: 3 clusters Score -47375.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -47376.527344 Penalty: 614.562866
	Iteration 17Q: 3 clusters Score -47376.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -47377.179688 Penalty: 614.562866
	Iteration 18Q: 3 clusters Score -47377.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -47377.527344 Penalty: 614.562866
	Iteration 19Q: 3 clusters Score -47377.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -47378.289062 Penalty: 614.562866
	Iteration 20F: 3 clusters Score -47378.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -47378.800781 Penalty: 614.562866
	Iteration 21Q: 3 clusters Score -47378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -47379.710938 Penalty: 614.562866
	Iteration 22Q: 3 clusters Score -47379.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -47382.929688 Penalty: 614.562866
	Iteration 23Q: 3 clusters Score -47382.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -47388.484375 Penalty: 614.562866
	Iteration 24Q: 3 clusters Score -47388.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -47392.535156 Penalty: 614.562866
	Iteration 25Q: 3 clusters Score -47392.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -47392.710938 Penalty: 614.562866
	Iteration 26Q: 3 clusters Score -47392.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -47392.710938 Penalty: 614.562866
	Iteration 27F: 3 clusters Score -47392.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -32074.048828 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -32074.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31552.773438 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -31552.77 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31675.736328 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -31675.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31723.853516 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -31723.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31744.970703 Penalty: 570.659973
	Iteration 3F: 3 clusters Score -31744.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31767.060547 Penalty: 570.659973
	Iteration 4Q: 3 clusters Score -31767.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31782.070312 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -31782.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31792.005859 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -31792.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31799.523438 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -31799.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31803.562500 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -31803.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31806.167969 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -31806.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31809.035156 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -31809.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31810.078125 Penalty: 570.659973
	Iteration 11Q: 3 clusters Score -31810.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31813.556641 Penalty: 570.659973
	Iteration 12Q: 3 clusters Score -31813.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31816.320312 Penalty: 570.659973
	Iteration 13Q: 3 clusters Score -31816.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31818.664062 Penalty: 570.659973
	Iteration 14Q: 3 clusters Score -31818.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31822.285156 Penalty: 570.659973
	Iteration 15Q: 3 clusters Score -31822.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31823.933594 Penalty: 570.659973
	Iteration 16Q: 3 clusters Score -31823.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31824.552734 Penalty: 570.659973
	Iteration 17Q: 3 clusters Score -31824.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31824.964844 Penalty: 570.659973
	Iteration 18Q: 3 clusters Score -31824.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31826.173828 Penalty: 570.659973
	Iteration 19Q: 3 clusters Score -31826.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31829.041016 Penalty: 570.659973
	Iteration 20F: 3 clusters Score -31829.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31834.474609 Penalty: 570.659973
	Iteration 21Q: 3 clusters Score -31834.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31843.011719 Penalty: 570.659973
	Iteration 22Q: 3 clusters Score -31843.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31847.980469 Penalty: 570.659973
	Iteration 23Q: 3 clusters Score -31847.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31854.054688 Penalty: 570.659973
	Iteration 24Q: 3 clusters Score -31854.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31857.691406 Penalty: 570.659973
	Iteration 25Q: 3 clusters Score -31857.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31860.404297 Penalty: 570.659973
	Iteration 26Q: 3 clusters Score -31860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31863.259766 Penalty: 570.659973
	Iteration 27Q: 3 clusters Score -31863.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31865.845703 Penalty: 570.659973
	Iteration 28Q: 3 clusters Score -31865.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31866.355469 Penalty: 570.659973
	Iteration 29Q: 3 clusters Score -31866.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31866.355469 Penalty: 570.659973
	Iteration 30F: 3 clusters Score -31866.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -119089.851562 Penalty: 345.084045
	Iteration 0F: 2 clusters Score -119089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -117655.140625 Penalty: 690.168091
	Iteration 0F: 3 clusters Score -117655.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -118046.656250 Penalty: 690.168091
	Iteration 1F: 3 clusters Score -118046.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -118125.656250 Penalty: 690.168091
	Iteration 2F: 3 clusters Score -118125.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -118198.953125 Penalty: 690.168091
	Iteration 3F: 3 clusters Score -118199 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -118259.734375 Penalty: 690.168091
	Iteration 4F: 3 clusters Score -118259.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -118309.039062 Penalty: 690.168091
	Iteration 5Q: 3 clusters Score -118309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -118344.429688 Penalty: 690.168091
	Iteration 6Q: 3 clusters Score -118344.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -118377.953125 Penalty: 690.168091
	Iteration 7Q: 3 clusters Score -118378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -118405.054688 Penalty: 690.168091
	Iteration 8Q: 3 clusters Score -118405.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -118428.937500 Penalty: 690.168091
	Iteration 9Q: 3 clusters Score -118428.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -118453.312500 Penalty: 690.168091
	Iteration 10Q: 3 clusters Score -118453.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -118485.671875 Penalty: 690.168091
	Iteration 11Q: 3 clusters Score -118485.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -118524.718750 Penalty: 690.168091
	Iteration 12Q: 3 clusters Score -118524.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -118571.492188 Penalty: 690.168091
	Iteration 13Q: 3 clusters Score -118571.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -118610.109375 Penalty: 690.168091
	Iteration 14Q: 3 clusters Score -118610.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -118637.023438 Penalty: 690.168091
	Iteration 15Q: 3 clusters Score -118637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -118666.390625 Penalty: 690.168091
	Iteration 16Q: 3 clusters Score -118666.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -118695.171875 Penalty: 690.168091
	Iteration 17Q: 3 clusters Score -118695.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -118711.000000 Penalty: 690.168091
	Iteration 18Q: 3 clusters Score -118711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -118723.507812 Penalty: 690.168091
	Iteration 19Q: 3 clusters Score -118723.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -118738.945312 Penalty: 690.168091
	Iteration 20F: 3 clusters Score -118738.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -118754.796875 Penalty: 690.168091
	Iteration 21Q: 3 clusters Score -118754.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -118767.679688 Penalty: 690.168091
	Iteration 22Q: 3 clusters Score -118767.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -118780.820312 Penalty: 690.168091
	Iteration 23Q: 3 clusters Score -118780.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -118789.656250 Penalty: 690.168091
	Iteration 24Q: 3 clusters Score -118789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -118794.164062 Penalty: 690.168091
	Iteration 25Q: 3 clusters Score -118794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -118795.789062 Penalty: 690.168091
	Iteration 26Q: 3 clusters Score -118795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -118800.140625 Penalty: 690.168091
	Iteration 27Q: 3 clusters Score -118800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -118802.296875 Penalty: 690.168091
	Iteration 28Q: 3 clusters Score -118802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -118803.742188 Penalty: 690.168091
	Iteration 29Q: 3 clusters Score -118803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -118804.648438 Penalty: 690.168091
	Iteration 30Q: 3 clusters Score -118804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -118807.562500 Penalty: 690.168091
	Iteration 31Q: 3 clusters Score -118807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -118810.101562 Penalty: 690.168091
	Iteration 32Q: 3 clusters Score -118810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -118811.976562 Penalty: 690.168091
	Iteration 33Q: 3 clusters Score -118812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -118812.164062 Penalty: 690.168091
	Iteration 34Q: 3 clusters Score -118812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -118812.164062 Penalty: 690.168091
	Iteration 35F: 3 clusters Score -118812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -41033.148438 Penalty: 296.148987
	Iteration 0F: 2 clusters Score -41033.15 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 338 members 
Entering Unmasked Estep 
Score: -40433.871094 Penalty: 592.297974
	Iteration 0F: 3 clusters Score -40433.87 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40556.843750 Penalty: 592.297974
	Iteration 1F: 3 clusters Score -40556.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40598.406250 Penalty: 592.297974
	Iteration 2F: 3 clusters Score -40598.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40630.937500 Penalty: 592.297974
	Iteration 3F: 3 clusters Score -40630.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40650.511719 Penalty: 592.297974
	Iteration 4F: 3 clusters Score -40650.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40661.808594 Penalty: 592.297974
	Iteration 5Q: 3 clusters Score -40661.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40669.105469 Penalty: 592.297974
	Iteration 6Q: 3 clusters Score -40669.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40672.664062 Penalty: 592.297974
	Iteration 7Q: 3 clusters Score -40672.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40677.859375 Penalty: 592.297974
	Iteration 8Q: 3 clusters Score -40677.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40682.980469 Penalty: 592.297974
	Iteration 9Q: 3 clusters Score -40682.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -40685.628906 Penalty: 592.297974
	Iteration 10Q: 3 clusters Score -40685.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40687.632812 Penalty: 592.297974
	Iteration 11Q: 3 clusters Score -40687.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40691.132812 Penalty: 592.297974
	Iteration 12Q: 3 clusters Score -40691.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40696.332031 Penalty: 592.297974
	Iteration 13Q: 3 clusters Score -40696.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40700.847656 Penalty: 592.297974
	Iteration 14Q: 3 clusters Score -40700.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40702.632812 Penalty: 592.297974
	Iteration 15Q: 3 clusters Score -40702.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -40704.359375 Penalty: 592.297974
	Iteration 16Q: 3 clusters Score -40704.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40706.519531 Penalty: 592.297974
	Iteration 17Q: 3 clusters Score -40706.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -40709.707031 Penalty: 592.297974
	Iteration 18Q: 3 clusters Score -40709.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -40710.738281 Penalty: 592.297974
	Iteration 19Q: 3 clusters Score -40710.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -40712.347656 Penalty: 592.297974
	Iteration 20F: 3 clusters Score -40712.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40713.398438 Penalty: 592.297974
	Iteration 21Q: 3 clusters Score -40713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40713.398438 Penalty: 592.297974
	Iteration 22F: 3 clusters Score -40713.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -87781.164062 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -87781.16 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 766 members 
Entering Unmasked Estep 
Score: -86658.382812 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -86658.38 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -87023.156250 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -87023.16 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -87169.429688 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -87169.43 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -87298.460938 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -87298.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -87389.546875 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -87389.55 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87446.273438 Penalty: 666.708374
	Iteration 5F: 3 clusters Score -87446.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87490.265625 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -87490.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -87507.734375 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -87507.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -87515.890625 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -87515.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -87527.539062 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -87527.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -87538.515625 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -87538.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87549.453125 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -87549.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87559.234375 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -87559.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87567.382812 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -87567.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87573.804688 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -87573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87581.914062 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -87581.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87594.132812 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -87594.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87603.242188 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -87603.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87616.546875 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -87616.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87624.281250 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -87624.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87630.078125 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -87630.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87634.593750 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -87634.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87637.789062 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -87637.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87642.820312 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -87642.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87646.414062 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -87646.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87648.093750 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -87648.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87650.914062 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -87650.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87652.195312 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -87652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87654.367188 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -87654.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87656.046875 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -87656.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87659.359375 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -87659.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -87661.500000 Penalty: 666.708374
	Iteration 31Q: 3 clusters Score -87661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87662.789062 Penalty: 666.708374
	Iteration 32Q: 3 clusters Score -87662.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87664.835938 Penalty: 666.708374
	Iteration 33Q: 3 clusters Score -87664.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87668.906250 Penalty: 666.708374
	Iteration 34Q: 3 clusters Score -87668.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87672.804688 Penalty: 666.708374
	Iteration 35Q: 3 clusters Score -87672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87674.226562 Penalty: 666.708374
	Iteration 36Q: 3 clusters Score -87674.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -87675.968750 Penalty: 666.708374
	Iteration 37Q: 3 clusters Score -87675.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87678.203125 Penalty: 666.708374
	Iteration 38Q: 3 clusters Score -87678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -87679.218750 Penalty: 666.708374
	Iteration 39Q: 3 clusters Score -87679.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -87680.187500 Penalty: 666.708374
	Iteration 40F: 3 clusters Score -87680.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87680.414062 Penalty: 666.708374
	Iteration 41Q: 3 clusters Score -87680.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87680.414062 Penalty: 666.708374
	Iteration 42F: 3 clusters Score -87680.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -57013.343750 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -57013.34 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 354 members 
Entering Unmasked Estep 
Score: -56364.894531 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -56364.89 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -56532.144531 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -56532.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56578.523438 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -56578.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -56645.906250 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -56645.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -56721.925781 Penalty: 599.967041
	Iteration 4F: 3 clusters Score -56721.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56768.078125 Penalty: 599.967041
	Iteration 5F: 3 clusters Score -56768.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -56817.828125 Penalty: 599.967041
	Iteration 6F: 3 clusters Score -56817.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -56835.230469 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -56835.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -56846.746094 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -56846.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -56852.281250 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -56852.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -56855.570312 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -56855.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -56857.625000 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -56857.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -56858.480469 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -56858.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -56858.480469 Penalty: 599.967041
	Iteration 13F: 3 clusters Score -56858.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -4905.244141 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -4905.244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4730.312012 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -4730.312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4759.495605 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -4759.496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4765.317383 Penalty: 391.669922
	Iteration 2Q: 3 clusters Score -4765.317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4765.317383 Penalty: 391.669922
	Iteration 3F: 3 clusters Score -4765.317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -25685.931641 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -25685.93 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 185 members 
Entering Unmasked Estep 
Score: -25290.083984 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -25290.08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25385.181641 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -25385.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25415.044922 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -25415.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25433.718750 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -25433.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25435.712891 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -25435.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25436.939453 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -25436.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25436.939453 Penalty: 537.387939
	Iteration 6F: 3 clusters Score -25436.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -12880.682617 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -12880.68 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 121 members 
Entering Unmasked Estep 
Score: -12565.302734 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -12565.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12678.383789 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -12678.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12695.380859 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -12695.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12703.402344 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -12703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12707.024414 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -12707.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12710.629883 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -12710.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12711.106445 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -12711.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12711.106445 Penalty: 500.985168
	Iteration 7F: 3 clusters Score -12711.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3065.178711 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3065.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2915.895020 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2915.895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2957.275879 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2957.276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -9858.833984 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -9858.834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9597.714844 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -9597.715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9684.635742 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -9684.636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9701.929688 Penalty: 465.737427
	Iteration 2Q: 3 clusters Score -9701.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9705.694336 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -9705.694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9707.527344 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -9707.527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9707.527344 Penalty: 465.737427
	Iteration 5F: 3 clusters Score -9707.527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8826.857422 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8826.857 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 96 members 
Entering Unmasked Estep 
Score: -8585.647461 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8585.647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8638.634766 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8638.635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8683.220703 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8683.221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8715.322266 Penalty: 473.063202
	Iteration 3F: 3 clusters Score -8715.322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -8725.990234 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -8725.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8727.003906 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -8727.004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8727.640625 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -8727.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8727.640625 Penalty: 473.063202
	Iteration 7F: 3 clusters Score -8727.641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5918.535156 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5918.535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5731.987793 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5731.988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5774.537598 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5774.538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5814.745605 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5814.746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5823.811523 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5823.812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5830.267090 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5830.267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5831.521484 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -5831.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5831.521484 Penalty: 430.192291
	Iteration 6F: 3 clusters Score -5831.521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3768.969482 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3768.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3606.931641 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3606.932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3643.912598 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3643.913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3652.122559 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -3652.123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3654.039795 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3654.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3661.277588 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -3661.278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3661.277588 Penalty: 396.460510
	Iteration 5F: 3 clusters Score -3661.278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -4711.989746 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -4711.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4536.556152 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -4536.556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4578.637695 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -4578.638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4598.260254 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -4598.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4655.212891 Penalty: 437.908783
	Iteration 3F: 3 clusters Score -4655.213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4688.394531 Penalty: 437.908783
	Iteration 4F: 3 clusters Score -4688.395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4697.319824 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -4697.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4704.742188 Penalty: 437.908783
	Iteration 6Q: 3 clusters Score -4704.742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4711.000488 Penalty: 437.908783
	Iteration 7Q: 3 clusters Score -4711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4724.307129 Penalty: 437.908783
	Iteration 8Q: 3 clusters Score -4724.307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4724.307129 Penalty: 437.908783
	Iteration 9F: 3 clusters Score -4724.307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 74 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 49 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108607.000000 Penalty: 55666.703125
Splitting cluster 40 changes total score from -14108929.000000 to -14108607.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -62606.300781 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -62606.3 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 502 members 
Entering Unmasked Estep 
Score: -61780.386719 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -61780.39 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62061.386719 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -62061.39 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62120.917969 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -62120.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62145.421875 Penalty: 633.736328
	Iteration 3Q: 3 clusters Score -62145.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62160.972656 Penalty: 633.736328
	Iteration 4Q: 3 clusters Score -62160.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62169.472656 Penalty: 633.736328
	Iteration 5Q: 3 clusters Score -62169.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62176.726562 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -62176.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62184.996094 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -62185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62192.710938 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -62192.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62198.128906 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -62198.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62206.292969 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -62206.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62212.554688 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -62212.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62222.753906 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -62222.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62229.878906 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -62229.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62232.371094 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -62232.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62234.480469 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -62234.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62238.046875 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -62238.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62241.093750 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -62241.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62244.421875 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -62244.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62246.222656 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -62246.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62246.578125 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -62246.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62247.578125 Penalty: 633.736328
	Iteration 21Q: 3 clusters Score -62247.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62247.738281 Penalty: 633.736328
	Iteration 22Q: 3 clusters Score -62247.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62249.230469 Penalty: 633.736328
	Iteration 23Q: 3 clusters Score -62249.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62250.656250 Penalty: 633.736328
	Iteration 24Q: 3 clusters Score -62250.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62253.164062 Penalty: 633.736328
	Iteration 25Q: 3 clusters Score -62253.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62258.867188 Penalty: 633.736328
	Iteration 26Q: 3 clusters Score -62258.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62267.964844 Penalty: 633.736328
	Iteration 27Q: 3 clusters Score -62267.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -62280.792969 Penalty: 633.736328
	Iteration 28Q: 3 clusters Score -62280.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -62296.242188 Penalty: 633.736328
	Iteration 29Q: 3 clusters Score -62296.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -62303.945312 Penalty: 633.736328
	Iteration 30Q: 3 clusters Score -62303.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62308.750000 Penalty: 633.736328
	Iteration 31Q: 3 clusters Score -62308.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -62311.355469 Penalty: 633.736328
	Iteration 32Q: 3 clusters Score -62311.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -62313.835938 Penalty: 633.736328
	Iteration 33Q: 3 clusters Score -62313.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -62315.937500 Penalty: 633.736328
	Iteration 34Q: 3 clusters Score -62315.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -62318.734375 Penalty: 633.736328
	Iteration 35Q: 3 clusters Score -62318.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -62319.964844 Penalty: 633.736328
	Iteration 36Q: 3 clusters Score -62319.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -62320.808594 Penalty: 633.736328
	Iteration 37Q: 3 clusters Score -62320.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -62321.730469 Penalty: 633.736328
	Iteration 38Q: 3 clusters Score -62321.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -62322.953125 Penalty: 633.736328
	Iteration 39Q: 3 clusters Score -62322.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -62322.953125 Penalty: 633.736328
	Iteration 40F: 3 clusters Score -62322.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -18815.435547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -18815.44 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 169 members 
Entering Unmasked Estep 
Score: -18442.449219 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -18442.45 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18570.732422 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -18570.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18608.003906 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -18608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18659.935547 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -18659.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18709.445312 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -18709.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18767.625000 Penalty: 532.550415
	Iteration 5F: 3 clusters Score -18767.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18829.710938 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -18829.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18867.636719 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -18867.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18879.224609 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -18879.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18882.722656 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -18882.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18886.693359 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -18886.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18888.359375 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -18888.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18892.914062 Penalty: 532.550415
	Iteration 12Q: 3 clusters Score -18892.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18895.632812 Penalty: 532.550415
	Iteration 13Q: 3 clusters Score -18895.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18898.039062 Penalty: 532.550415
	Iteration 14Q: 3 clusters Score -18898.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18898.039062 Penalty: 532.550415
	Iteration 15F: 3 clusters Score -18898.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 198 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 150 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108717.000000 Penalty: 55666.703125
Splitting cluster 42 changes total score from -14108929.000000 to -14108717.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9391.513672 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9391.514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9135.031250 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9135.031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9195.599609 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9220.063477 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -9220.063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9235.425781 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -9235.426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9239.638672 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -9239.639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9245.099609 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -9245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9251.311523 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -9251.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9251.311523 Penalty: 460.118378
	Iteration 7F: 3 clusters Score -9251.312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -22680.250000 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -22680.25 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 168 members 
Entering Unmasked Estep 
Score: -22310.529297 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -22310.53 nChanged 106
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: -22448.492188 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -22448.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22507.013672 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -22507.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22542.847656 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -22542.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22558.552734 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -22558.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22578.509766 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -22578.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22598.166016 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -22598.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22612.781250 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -22612.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22627.244141 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -22627.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22637.781250 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -22637.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22642.914062 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -22642.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22650.826172 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -22650.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22650.826172 Penalty: 526.047668
	Iteration 12F: 3 clusters Score -22650.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -21666.335938 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -21666.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21311.775391 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -21311.78 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21393.705078 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -21393.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21406.050781 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -21406.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21407.781250 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -21407.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21409.316406 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -21409.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21412.542969 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -21412.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21415.001953 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -21415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21416.048828 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -21416.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21417.128906 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -21417.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21417.128906 Penalty: 511.785614
	Iteration 9F: 3 clusters Score -21417.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -7672.705078 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -7672.705 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 109 members 
Entering Unmasked Estep 
Score: -7391.321777 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -7391.322 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7533.609375 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -7533.609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7576.472656 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -7576.473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7595.386719 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -7595.387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7608.118164 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -7608.118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7625.398438 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -7625.398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7629.993652 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -7629.994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7635.662109 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -7635.662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7637.785645 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -7637.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7637.785645 Penalty: 496.044495
	Iteration 9F: 3 clusters Score -7637.786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -22039.408203 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -22039.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21658.121094 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -21658.12 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21782.142578 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -21782.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21827.226562 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -21827.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21845.802734 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -21845.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21863.201172 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -21863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21872.662109 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -21872.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21878.580078 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -21878.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21882.523438 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -21882.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21886.986328 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -21886.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21886.986328 Penalty: 535.128540
	Iteration 9F: 3 clusters Score -21886.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5117.339844 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5117.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4938.265137 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4938.265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5019.618652 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5019.619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5041.158203 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -5041.158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5044.685059 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5044.685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5044.685059 Penalty: 423.510376
	Iteration 4F: 3 clusters Score -5044.685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7031.343750 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7031.344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6812.184082 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -6812.184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6881.706055 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -6881.706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6892.013672 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -6892.014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6892.013672 Penalty: 440.101654
	Iteration 3F: 3 clusters Score -6892.014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -8931.167969 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -8931.168 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 100 members 
Entering Unmasked Estep 
Score: -8647.573242 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -8647.573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8703.514648 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -8703.515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8728.632812 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -8728.633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8737.475586 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -8737.476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8757.760742 Penalty: 481.232300
	Iteration 4F: 3 clusters Score -8757.761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8792.392578 Penalty: 481.232300
	Iteration 5F: 3 clusters Score -8792.393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8825.858398 Penalty: 481.232300
	Iteration 6F: 3 clusters Score -8825.858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8840.127930 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -8840.128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8845.876953 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -8845.877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8849.978516 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -8849.979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8858.784180 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -8858.784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8864.842773 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -8864.843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8872.261719 Penalty: 481.232300
	Iteration 12Q: 3 clusters Score -8872.262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8876.128906 Penalty: 481.232300
	Iteration 13Q: 3 clusters Score -8876.129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8878.767578 Penalty: 481.232300
	Iteration 14Q: 3 clusters Score -8878.768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8878.767578 Penalty: 481.232300
	Iteration 15F: 3 clusters Score -8878.768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -63798.214844 Penalty: 321.872314
	Iteration 0F: 2 clusters Score -63798.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -62909.156250 Penalty: 643.744629
	Iteration 0F: 3 clusters Score -62909.16 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -63206.429688 Penalty: 643.744629
	Iteration 1F: 3 clusters Score -63206.43 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -63271.226562 Penalty: 643.744629
	Iteration 2F: 3 clusters Score -63271.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -63310.847656 Penalty: 643.744629
	Iteration 3F: 3 clusters Score -63310.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -63348.746094 Penalty: 643.744629
	Iteration 4Q: 3 clusters Score -63348.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -63376.570312 Penalty: 643.744629
	Iteration 5Q: 3 clusters Score -63376.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -63399.648438 Penalty: 643.744629
	Iteration 6Q: 3 clusters Score -63399.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63423.050781 Penalty: 643.744629
	Iteration 7Q: 3 clusters Score -63423.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -63435.273438 Penalty: 643.744629
	Iteration 8Q: 3 clusters Score -63435.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -63442.238281 Penalty: 643.744629
	Iteration 9Q: 3 clusters Score -63442.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -63450.000000 Penalty: 643.744629
	Iteration 10Q: 3 clusters Score -63450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -63458.902344 Penalty: 643.744629
	Iteration 11Q: 3 clusters Score -63458.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -63464.968750 Penalty: 643.744629
	Iteration 12Q: 3 clusters Score -63464.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -63471.421875 Penalty: 643.744629
	Iteration 13Q: 3 clusters Score -63471.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63476.640625 Penalty: 643.744629
	Iteration 14Q: 3 clusters Score -63476.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -63486.933594 Penalty: 643.744629
	Iteration 15Q: 3 clusters Score -63486.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -63493.054688 Penalty: 643.744629
	Iteration 16Q: 3 clusters Score -63493.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -63498.097656 Penalty: 643.744629
	Iteration 17Q: 3 clusters Score -63498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -63500.125000 Penalty: 643.744629
	Iteration 18Q: 3 clusters Score -63500.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -63504.113281 Penalty: 643.744629
	Iteration 19Q: 3 clusters Score -63504.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -63507.000000 Penalty: 643.744629
	Iteration 20F: 3 clusters Score -63507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -63509.476562 Penalty: 643.744629
	Iteration 21Q: 3 clusters Score -63509.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -63511.484375 Penalty: 643.744629
	Iteration 22Q: 3 clusters Score -63511.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -63513.480469 Penalty: 643.744629
	Iteration 23Q: 3 clusters Score -63513.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -63515.367188 Penalty: 643.744629
	Iteration 24Q: 3 clusters Score -63515.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -63519.367188 Penalty: 643.744629
	Iteration 25Q: 3 clusters Score -63519.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -63524.347656 Penalty: 643.744629
	Iteration 26Q: 3 clusters Score -63524.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63529.371094 Penalty: 643.744629
	Iteration 27Q: 3 clusters Score -63529.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -63532.000000 Penalty: 643.744629
	Iteration 28Q: 3 clusters Score -63532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -63534.828125 Penalty: 643.744629
	Iteration 29Q: 3 clusters Score -63534.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -63536.261719 Penalty: 643.744629
	Iteration 30Q: 3 clusters Score -63536.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -63539.027344 Penalty: 643.744629
	Iteration 31Q: 3 clusters Score -63539.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -63542.023438 Penalty: 643.744629
	Iteration 32Q: 3 clusters Score -63542.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63544.082031 Penalty: 643.744629
	Iteration 33Q: 3 clusters Score -63544.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63544.128906 Penalty: 643.744629
	Iteration 34Q: 3 clusters Score -63544.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63544.128906 Penalty: 643.744629
	Iteration 35F: 3 clusters Score -63544.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6342.940918 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6342.941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6112.449707 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6112.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6163.626465 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6163.626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6201.242188 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6201.242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6215.535645 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -6215.536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -23087.191406 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -23087.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22662.673828 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22662.67 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22903.183594 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22903.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22986.714844 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22986.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23041.726562 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -23041.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23061.496094 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -23061.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23066.394531 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -23066.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23069.271484 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -23069.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23070.224609 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -23070.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23071.914062 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -23071.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23071.914062 Penalty: 550.525757
	Iteration 9F: 3 clusters Score -23071.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -28954.052734 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -28954.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28499.103516 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -28499.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28628.552734 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -28628.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28658.353516 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -28658.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28677.091797 Penalty: 563.132019
	Iteration 3Q: 3 clusters Score -28677.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28683.753906 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -28683.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28686.705078 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -28686.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28695.462891 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -28695.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28699.816406 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -28699.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28701.302734 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -28701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28704.306641 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -28704.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28708.621094 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -28708.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28715.433594 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -28715.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28721.154297 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -28721.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28724.935547 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -28724.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28730.046875 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -28730.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28735.162109 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -28735.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28737.849609 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -28737.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28739.660156 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -28739.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28740.513672 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -28740.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28742.460938 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -28742.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28743.861328 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -28743.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28744.544922 Penalty: 563.132019
	Iteration 21Q: 3 clusters Score -28744.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28745.992188 Penalty: 563.132019
	Iteration 22Q: 3 clusters Score -28745.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28746.285156 Penalty: 563.132019
	Iteration 23Q: 3 clusters Score -28746.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28746.421875 Penalty: 563.132019
	Iteration 24Q: 3 clusters Score -28746.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28746.421875 Penalty: 563.132019
	Iteration 25F: 3 clusters Score -28746.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -119543.703125 Penalty: 345.772766
	Iteration 0F: 2 clusters Score -119543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -118105.273438 Penalty: 691.545532
	Iteration 0F: 3 clusters Score -118105.3 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -118650.312500 Penalty: 691.545532
	Iteration 1F: 3 clusters Score -118650.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -118727.179688 Penalty: 691.545532
	Iteration 2F: 3 clusters Score -118727.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -118759.164062 Penalty: 691.545532
	Iteration 3Q: 3 clusters Score -118759.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -118783.460938 Penalty: 691.545532
	Iteration 4Q: 3 clusters Score -118783.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -118802.968750 Penalty: 691.545532
	Iteration 5Q: 3 clusters Score -118803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -118820.601562 Penalty: 691.545532
	Iteration 6Q: 3 clusters Score -118820.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -118845.648438 Penalty: 691.545532
	Iteration 7Q: 3 clusters Score -118845.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -118863.453125 Penalty: 691.545532
	Iteration 8Q: 3 clusters Score -118863.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -118881.554688 Penalty: 691.545532
	Iteration 9Q: 3 clusters Score -118881.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -118899.882812 Penalty: 691.545532
	Iteration 10Q: 3 clusters Score -118899.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -118925.046875 Penalty: 691.545532
	Iteration 11Q: 3 clusters Score -118925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -118953.687500 Penalty: 691.545532
	Iteration 12Q: 3 clusters Score -118953.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118978.484375 Penalty: 691.545532
	Iteration 13Q: 3 clusters Score -118978.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119008.171875 Penalty: 691.545532
	Iteration 14Q: 3 clusters Score -119008.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -119034.851562 Penalty: 691.545532
	Iteration 15Q: 3 clusters Score -119034.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119064.835938 Penalty: 691.545532
	Iteration 16Q: 3 clusters Score -119064.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119101.617188 Penalty: 691.545532
	Iteration 17Q: 3 clusters Score -119101.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -119144.593750 Penalty: 691.545532
	Iteration 18Q: 3 clusters Score -119144.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -119185.796875 Penalty: 691.545532
	Iteration 19Q: 3 clusters Score -119185.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -119217.101562 Penalty: 691.545532
	Iteration 20F: 3 clusters Score -119217.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -119238.265625 Penalty: 691.545532
	Iteration 21Q: 3 clusters Score -119238.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -119252.500000 Penalty: 691.545532
	Iteration 22Q: 3 clusters Score -119252.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -119260.460938 Penalty: 691.545532
	Iteration 23Q: 3 clusters Score -119260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -119265.148438 Penalty: 691.545532
	Iteration 24Q: 3 clusters Score -119265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -119267.296875 Penalty: 691.545532
	Iteration 25Q: 3 clusters Score -119267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -119267.945312 Penalty: 691.545532
	Iteration 26Q: 3 clusters Score -119267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -119269.148438 Penalty: 691.545532
	Iteration 27Q: 3 clusters Score -119269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -119270.882812 Penalty: 691.545532
	Iteration 28Q: 3 clusters Score -119270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -119273.570312 Penalty: 691.545532
	Iteration 29Q: 3 clusters Score -119273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -119274.882812 Penalty: 691.545532
	Iteration 30Q: 3 clusters Score -119274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -119275.328125 Penalty: 691.545532
	Iteration 31Q: 3 clusters Score -119275.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119275.382812 Penalty: 691.545532
	Iteration 32Q: 3 clusters Score -119275.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119275.382812 Penalty: 691.545532
	Iteration 33F: 3 clusters Score -119275.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -110151.351562 Penalty: 340.640900
	Iteration 0F: 2 clusters Score -110151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -108869.007812 Penalty: 681.281799
	Iteration 0F: 3 clusters Score -108869 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -109263.054688 Penalty: 681.281799
	Iteration 1F: 3 clusters Score -109263.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -109323.468750 Penalty: 681.281799
	Iteration 2F: 3 clusters Score -109323.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -109376.734375 Penalty: 681.281799
	Iteration 3F: 3 clusters Score -109376.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -109434.601562 Penalty: 681.281799
	Iteration 4F: 3 clusters Score -109434.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109493.914062 Penalty: 681.281799
	Iteration 5F: 3 clusters Score -109493.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109559.015625 Penalty: 681.281799
	Iteration 6Q: 3 clusters Score -109559 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109638.773438 Penalty: 681.281799
	Iteration 7F: 3 clusters Score -109638.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -109739.367188 Penalty: 681.281799
	Iteration 8F: 3 clusters Score -109739.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -109805.429688 Penalty: 681.281799
	Iteration 9Q: 3 clusters Score -109805.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -109849.859375 Penalty: 681.281799
	Iteration 10Q: 3 clusters Score -109849.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -109882.843750 Penalty: 681.281799
	Iteration 11Q: 3 clusters Score -109882.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -109899.679688 Penalty: 681.281799
	Iteration 12Q: 3 clusters Score -109899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -109904.492188 Penalty: 681.281799
	Iteration 13Q: 3 clusters Score -109904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -109906.570312 Penalty: 681.281799
	Iteration 14Q: 3 clusters Score -109906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -109908.742188 Penalty: 681.281799
	Iteration 15Q: 3 clusters Score -109908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -109912.781250 Penalty: 681.281799
	Iteration 16Q: 3 clusters Score -109912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -109915.632812 Penalty: 681.281799
	Iteration 17Q: 3 clusters Score -109915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -109918.507812 Penalty: 681.281799
	Iteration 18Q: 3 clusters Score -109918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -109919.453125 Penalty: 681.281799
	Iteration 19Q: 3 clusters Score -109919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -109919.695312 Penalty: 681.281799
	Iteration 20F: 3 clusters Score -109919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -109920.437500 Penalty: 681.281799
	Iteration 21Q: 3 clusters Score -109920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -109920.437500 Penalty: 681.281799
	Iteration 22F: 3 clusters Score -109920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -58337.468750 Penalty: 316.349152
	Iteration 0F: 2 clusters Score -58337.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57526.464844 Penalty: 632.698303
	Iteration 0F: 3 clusters Score -57526.46 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -57896.808594 Penalty: 632.698303
	Iteration 1F: 3 clusters Score -57896.81 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -58030.195312 Penalty: 632.698303
	Iteration 2F: 3 clusters Score -58030.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -58120.746094 Penalty: 632.698303
	Iteration 3F: 3 clusters Score -58120.75 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -58194.695312 Penalty: 632.698303
	Iteration 4F: 3 clusters Score -58194.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -58240.410156 Penalty: 632.698303
	Iteration 5Q: 3 clusters Score -58240.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -58273.726562 Penalty: 632.698303
	Iteration 6Q: 3 clusters Score -58273.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -58288.808594 Penalty: 632.698303
	Iteration 7Q: 3 clusters Score -58288.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58293.433594 Penalty: 632.698303
	Iteration 8Q: 3 clusters Score -58293.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58295.628906 Penalty: 632.698303
	Iteration 9Q: 3 clusters Score -58295.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58296.683594 Penalty: 632.698303
	Iteration 10Q: 3 clusters Score -58296.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58297.703125 Penalty: 632.698303
	Iteration 11Q: 3 clusters Score -58297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -58298.058594 Penalty: 632.698303
	Iteration 12Q: 3 clusters Score -58298.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58299.339844 Penalty: 632.698303
	Iteration 13Q: 3 clusters Score -58299.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58299.621094 Penalty: 632.698303
	Iteration 14Q: 3 clusters Score -58299.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -58299.621094 Penalty: 632.698303
	Iteration 15F: 3 clusters Score -58299.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -181949.046875 Penalty: 350.404602
	Iteration 0F: 2 clusters Score -181949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -180326.000000 Penalty: 700.809204
	Iteration 0F: 3 clusters Score -180326 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -180898.718750 Penalty: 700.809204
	Iteration 1F: 3 clusters Score -180898.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180982.593750 Penalty: 700.809204
	Iteration 2F: 3 clusters Score -180982.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -181077.093750 Penalty: 700.809204
	Iteration 3F: 3 clusters Score -181077.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -181173.750000 Penalty: 700.809204
	Iteration 4F: 3 clusters Score -181173.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -181287.562500 Penalty: 700.809204
	Iteration 5F: 3 clusters Score -181287.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -181391.781250 Penalty: 700.809204
	Iteration 6F: 3 clusters Score -181391.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -181460.562500 Penalty: 700.809204
	Iteration 7Q: 3 clusters Score -181460.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -181520.703125 Penalty: 700.809204
	Iteration 8Q: 3 clusters Score -181520.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -181559.609375 Penalty: 700.809204
	Iteration 9Q: 3 clusters Score -181559.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -181588.437500 Penalty: 700.809204
	Iteration 10Q: 3 clusters Score -181588.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -181606.375000 Penalty: 700.809204
	Iteration 11Q: 3 clusters Score -181606.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -181619.656250 Penalty: 700.809204
	Iteration 12Q: 3 clusters Score -181619.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -181629.843750 Penalty: 700.809204
	Iteration 13Q: 3 clusters Score -181629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -181634.546875 Penalty: 700.809204
	Iteration 14Q: 3 clusters Score -181634.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -181639.234375 Penalty: 700.809204
	Iteration 15Q: 3 clusters Score -181639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -181642.312500 Penalty: 700.809204
	Iteration 16Q: 3 clusters Score -181642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -181644.140625 Penalty: 700.809204
	Iteration 17Q: 3 clusters Score -181644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -181644.140625 Penalty: 700.809204
	Iteration 18F: 3 clusters Score -181644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -21614.529297 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -21614.53 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 179 members 
Entering Unmasked Estep 
Score: -21236.792969 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21236.79 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21345.515625 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21345.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21388.500000 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -21388.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21419.136719 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -21419.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21440.492188 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -21440.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21446.541016 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -21446.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21449.638672 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -21449.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21452.710938 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -21452.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21458.089844 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -21458.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21464.707031 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -21464.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21468.181641 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -21468.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21469.208984 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -21469.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21469.486328 Penalty: 529.085876
	Iteration 12Q: 3 clusters Score -21469.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21469.486328 Penalty: 529.085876
	Iteration 13F: 3 clusters Score -21469.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -43722.847656 Penalty: 293.135590
	Iteration 0F: 2 clusters Score -43722.85 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 293 members 
Entering Unmasked Estep 
Score: -43198.031250 Penalty: 586.271179
	Iteration 0F: 3 clusters Score -43198.03 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43489.386719 Penalty: 586.271179
	Iteration 1F: 3 clusters Score -43489.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43609.546875 Penalty: 586.271179
	Iteration 2F: 3 clusters Score -43609.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43680.304688 Penalty: 586.271179
	Iteration 3F: 3 clusters Score -43680.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43707.476562 Penalty: 586.271179
	Iteration 4Q: 3 clusters Score -43707.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43713.335938 Penalty: 586.271179
	Iteration 5Q: 3 clusters Score -43713.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43714.863281 Penalty: 586.271179
	Iteration 6Q: 3 clusters Score -43714.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43715.355469 Penalty: 586.271179
	Iteration 7Q: 3 clusters Score -43715.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43715.914062 Penalty: 586.271179
	Iteration 8Q: 3 clusters Score -43715.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43715.914062 Penalty: 586.271179
	Iteration 9F: 3 clusters Score -43715.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26638.064453 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26638.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26202.900391 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26202.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26301.105469 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26301.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26321.679688 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26321.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26334.457031 Penalty: 549.879639
	Iteration 3Q: 3 clusters Score -26334.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26344.078125 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26344.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26348.126953 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26348.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26350.064453 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26350.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26351.279297 Penalty: 549.879639
	Iteration 7Q: 3 clusters Score -26351.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26353.318359 Penalty: 549.879639
	Iteration 8Q: 3 clusters Score -26353.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26354.914062 Penalty: 549.879639
	Iteration 9Q: 3 clusters Score -26354.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26356.142578 Penalty: 549.879639
	Iteration 10Q: 3 clusters Score -26356.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26356.142578 Penalty: 549.879639
	Iteration 11F: 3 clusters Score -26356.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -34092.738281 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -34092.74 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 278 members 
Entering Unmasked Estep 
Score: -33565.886719 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -33565.89 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33721.492188 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -33721.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33775.320312 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -33775.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33814.941406 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -33814.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33836.980469 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -33836.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33850.042969 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -33850.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33854.847656 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -33854.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33857.226562 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -33857.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33859.109375 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -33859.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33861.574219 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -33861.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33864.675781 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -33864.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33869.433594 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -33869.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33877.207031 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -33877.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33878.890625 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -33878.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33878.890625 Penalty: 578.878540
	Iteration 14F: 3 clusters Score -33878.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (37 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Entering Unmasked Estep 
Score: -1342.664551 Penalty: 164.296753
	Iteration 0F: 2 clusters Score -1342.665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1273.662720 Penalty: 328.593506
	Iteration 0F: 3 clusters Score -1273.663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1277.916504 Penalty: 328.593506
	Iteration 1F: 3 clusters Score -1277.917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -26346.113281 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -26346.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25915.044922 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25915.04 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26035.332031 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -26035.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26095.232422 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -26095.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26127.611328 Penalty: 545.223267
	Iteration 3F: 3 clusters Score -26127.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26146.763672 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -26146.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26153.146484 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -26153.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26157.787109 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -26157.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26161.351562 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -26161.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26165.005859 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -26165.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26173.884766 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -26173.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26187.230469 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -26187.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26205.357422 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -26205.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26259.365234 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -26259.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26316.570312 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -26316.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26363.921875 Penalty: 545.223267
	Iteration 14Q: 3 clusters Score -26363.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26368.671875 Penalty: 545.223267
	Iteration 15Q: 3 clusters Score -26368.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26373.087891 Penalty: 545.223267
	Iteration 16Q: 3 clusters Score -26373.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26374.853516 Penalty: 545.223267
	Iteration 17Q: 3 clusters Score -26374.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26374.853516 Penalty: 545.223267
	Iteration 18F: 3 clusters Score -26374.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 176 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 224 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108672.000000 Penalty: 55666.703125
Splitting cluster 64 changes total score from -14108929.000000 to -14108672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -39940.214844 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -39940.21 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 385 members 
Entering Unmasked Estep 
Score: -39273.496094 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -39273.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39600.511719 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -39600.51 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39749.179688 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -39749.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39830.871094 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -39830.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -39868.000000 Penalty: 606.345093
	Iteration 4Q: 3 clusters Score -39868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39936.988281 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -39936.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -39995.390625 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -39995.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40026.015625 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -40026.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -40032.789062 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -40032.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40036.542969 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -40036.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40041.734375 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -40041.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40043.972656 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -40043.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40046.402344 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -40046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40046.640625 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -40046.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40046.886719 Penalty: 606.345093
	Iteration 14F: 3 clusters Score -40046.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40048.351562 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -40048.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40048.882812 Penalty: 606.345093
	Iteration 16Q: 3 clusters Score -40048.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40048.882812 Penalty: 606.345093
	Iteration 17F: 3 clusters Score -40048.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 409 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108779.000000 Penalty: 55666.703125
Splitting cluster 65 changes total score from -14108929.000000 to -14108779.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -27120.921875 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -27120.92 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 205 members 
Entering Unmasked Estep 
Score: -26703.224609 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -26703.22 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26812.634766 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -26812.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26834.978516 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -26834.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26849.515625 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -26849.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26867.576172 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -26867.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26881.822266 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -26881.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26890.166016 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -26890.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26895.617188 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -26895.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26900.671875 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -26900.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26906.849609 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -26906.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26913.330078 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -26913.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26918.601562 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -26918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26923.634766 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -26923.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26930.208984 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -26930.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26936.410156 Penalty: 548.133728
	Iteration 14Q: 3 clusters Score -26936.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26941.228516 Penalty: 548.133728
	Iteration 15Q: 3 clusters Score -26941.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26945.630859 Penalty: 548.133728
	Iteration 16Q: 3 clusters Score -26945.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26950.808594 Penalty: 548.133728
	Iteration 17Q: 3 clusters Score -26950.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26955.765625 Penalty: 548.133728
	Iteration 18Q: 3 clusters Score -26955.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26961.230469 Penalty: 548.133728
	Iteration 19Q: 3 clusters Score -26961.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26964.326172 Penalty: 548.133728
	Iteration 20F: 3 clusters Score -26964.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26966.126953 Penalty: 548.133728
	Iteration 21Q: 3 clusters Score -26966.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26970.462891 Penalty: 548.133728
	Iteration 22Q: 3 clusters Score -26970.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26971.808594 Penalty: 548.133728
	Iteration 23Q: 3 clusters Score -26971.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26971.808594 Penalty: 548.133728
	Iteration 24F: 3 clusters Score -26971.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -11101.099609 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -11101.1 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 80 members 
Entering Unmasked Estep 
Score: -10822.916016 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10822.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10890.410156 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10890.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10910.760742 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10910.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10921.411133 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10921.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10924.428711 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10924.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10925.487305 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -10925.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10926.109375 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -10926.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10926.109375 Penalty: 472.559082
	Iteration 7F: 3 clusters Score -10926.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -54125.582031 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -54125.58 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 363 members 
Entering Unmasked Estep 
Score: -53515.457031 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -53515.46 nChanged 263
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: -53699.042969 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -53699.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -53752.210938 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -53752.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53801.328125 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -53801.33 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -53878.539062 Penalty: 599.090271
	Iteration 4F: 3 clusters Score -53878.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53941.457031 Penalty: 599.090271
	Iteration 5F: 3 clusters Score -53941.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53990.011719 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -53990.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -54048.003906 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -54048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54079.613281 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -54079.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54090.976562 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -54090.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -54095.890625 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -54095.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -54101.132812 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -54101.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -54102.984375 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -54102.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -54105.726562 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -54105.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -54109.843750 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -54109.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -54120.296875 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -54120.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -54136.359375 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -54136.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -54139.722656 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -54139.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -54141.546875 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -54141.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -54143.417969 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -54143.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -54144.914062 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -54144.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -54145.601562 Penalty: 599.090271
	Iteration 21Q: 3 clusters Score -54145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -54145.601562 Penalty: 599.090271
	Iteration 22F: 3 clusters Score -54145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 485 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 238 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108695.000000 Penalty: 55666.703125
Splitting cluster 68 changes total score from -14108929.000000 to -14108695.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -19474.513672 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -19474.51 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 244 members 
Entering Unmasked Estep 
Score: -18963.535156 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -18963.54 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19073.455078 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -19073.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19126.820312 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -19126.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19155.908203 Penalty: 567.331360
	Iteration 3F: 3 clusters Score -19155.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19167.369141 Penalty: 567.331360
	Iteration 4Q: 3 clusters Score -19167.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19182.314453 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -19182.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19194.693359 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -19194.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19202.152344 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -19202.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19211.244141 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -19211.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19217.212891 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -19217.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19220.205078 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -19220.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19223.736328 Penalty: 567.331360
	Iteration 11Q: 3 clusters Score -19223.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19225.089844 Penalty: 567.331360
	Iteration 12Q: 3 clusters Score -19225.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19225.089844 Penalty: 567.331360
	Iteration 13F: 3 clusters Score -19225.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2224.849365 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2224.849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2099.600830 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2099.601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2133.583252 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2133.583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2159.628418 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2159.628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2159.628418 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2159.628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -27476.060547 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -27476.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27018.560547 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -27018.56 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27148.972656 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -27148.97 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27195.507812 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -27195.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27212.998047 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -27213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27226.041016 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -27226.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27236.673828 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -27236.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27251.519531 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -27251.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27258.103516 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -27258.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27264.617188 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -27264.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27268.609375 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -27268.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27272.671875 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -27272.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27277.449219 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -27277.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27284.220703 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -27284.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27290.402344 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -27290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27295.753906 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -27295.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27303.242188 Penalty: 566.614868
	Iteration 15Q: 3 clusters Score -27303.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27314.322266 Penalty: 566.614868
	Iteration 16Q: 3 clusters Score -27314.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27318.199219 Penalty: 566.614868
	Iteration 17Q: 3 clusters Score -27318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27323.009766 Penalty: 566.614868
	Iteration 18Q: 3 clusters Score -27323.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27323.876953 Penalty: 566.614868
	Iteration 19Q: 3 clusters Score -27323.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27323.876953 Penalty: 566.614868
	Iteration 20F: 3 clusters Score -27323.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (116907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116907 members 
Entering Unmasked Estep 
Score: -7240253.500000 Penalty: 530.945618
	Iteration 0F: 2 clusters Score -7240254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -7166736.000000 Penalty: 1061.891235
	Iteration 0F: 3 clusters Score -7166736 nChanged 57425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -7200890.500000 Penalty: 1061.891235
	Iteration 1F: 3 clusters Score -7200890 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -7201788.500000 Penalty: 1061.891235
	Iteration 2Q: 3 clusters Score -7201788 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -7202929.000000 Penalty: 1061.891235
	Iteration 3Q: 3 clusters Score -7202929 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -7204318.000000 Penalty: 1061.891235
	Iteration 4Q: 3 clusters Score -7204318 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -7206393.000000 Penalty: 1061.891235
	Iteration 5Q: 3 clusters Score -7206393 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -7209645.000000 Penalty: 1061.891235
	Iteration 6Q: 3 clusters Score -7209645 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -7214543.000000 Penalty: 1061.891235
	Iteration 7F: 3 clusters Score -7214543 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -7220161.500000 Penalty: 1061.891235
	Iteration 8F: 3 clusters Score -7220162 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -7224118.500000 Penalty: 1061.891235
	Iteration 9F: 3 clusters Score -7224118 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -7225526.000000 Penalty: 1061.891235
	Iteration 10Q: 3 clusters Score -7225526 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -7225883.500000 Penalty: 1061.891235
	Iteration 11Q: 3 clusters Score -7225884 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7226090.500000 Penalty: 1061.891235
	Iteration 12Q: 3 clusters Score -7226090 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -7226343.000000 Penalty: 1061.891235
	Iteration 13Q: 3 clusters Score -7226343 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -7226615.500000 Penalty: 1061.891235
	Iteration 14Q: 3 clusters Score -7226616 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -7226929.000000 Penalty: 1061.891235
	Iteration 15Q: 3 clusters Score -7226929 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -7227169.000000 Penalty: 1061.891235
	Iteration 16Q: 3 clusters Score -7227169 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -7227447.500000 Penalty: 1061.891235
	Iteration 17Q: 3 clusters Score -7227448 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -7227785.500000 Penalty: 1061.891235
	Iteration 18Q: 3 clusters Score -7227786 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -7228098.000000 Penalty: 1061.891235
	Iteration 19Q: 3 clusters Score -7228098 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -7228512.500000 Penalty: 1061.891235
	Iteration 20F: 3 clusters Score -7228512 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -7228921.500000 Penalty: 1061.891235
	Iteration 21Q: 3 clusters Score -7228922 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -7229191.500000 Penalty: 1061.891235
	Iteration 22Q: 3 clusters Score -7229192 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -7229536.500000 Penalty: 1061.891235
	Iteration 23Q: 3 clusters Score -7229536 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -7229914.000000 Penalty: 1061.891235
	Iteration 24Q: 3 clusters Score -7229914 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -7230217.000000 Penalty: 1061.891235
	Iteration 25Q: 3 clusters Score -7230217 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -7230474.500000 Penalty: 1061.891235
	Iteration 26Q: 3 clusters Score -7230474 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -7230647.500000 Penalty: 1061.891235
	Iteration 27Q: 3 clusters Score -7230648 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -7230901.500000 Penalty: 1061.891235
	Iteration 28Q: 3 clusters Score -7230902 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -7231110.500000 Penalty: 1061.891235
	Iteration 29Q: 3 clusters Score -7231110 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -7231324.500000 Penalty: 1061.891235
	Iteration 30Q: 3 clusters Score -7231324 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -7231503.500000 Penalty: 1061.891235
	Iteration 31Q: 3 clusters Score -7231504 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -7231667.500000 Penalty: 1061.891235
	Iteration 32Q: 3 clusters Score -7231668 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -7231842.000000 Penalty: 1061.891235
	Iteration 33Q: 3 clusters Score -7231842 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -7232019.500000 Penalty: 1061.891235
	Iteration 34Q: 3 clusters Score -7232020 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80812 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -7232179.000000 Penalty: 1061.891235
	Iteration 35Q: 3 clusters Score -7232179 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -7232334.000000 Penalty: 1061.891235
	Iteration 36Q: 3 clusters Score -7232334 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -7232459.500000 Penalty: 1061.891235
	Iteration 37Q: 3 clusters Score -7232460 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -7232704.500000 Penalty: 1061.891235
	Iteration 38Q: 3 clusters Score -7232704 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -7232868.500000 Penalty: 1061.891235
	Iteration 39Q: 3 clusters Score -7232868 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -7233026.500000 Penalty: 1061.891235
	Iteration 40F: 3 clusters Score -7233026 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -7233211.000000 Penalty: 1061.891235
	Iteration 41Q: 3 clusters Score -7233211 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7233486 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7233735 nChanged 1109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7233986 nChanged 1111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87253 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7234212 nChanged 1135
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Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7234464 nChanged 1198
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Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7234737 nChanged 1222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7235027 nChanged 1176
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Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7235272 nChanged 1159
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Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7235554 nChanged 1169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7235770 nChanged 1160
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Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7236054 nChanged 1188
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Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7236290 nChanged 1199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7236529 nChanged 1187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7236768 nChanged 1182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93970 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7237036 nChanged 1216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94836 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7237338 nChanged 1247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7237632 nChanged 1215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7237912 nChanged 1238
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Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7238316 nChanged 1233
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Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7238672 nChanged 1146
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Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7238972 nChanged 1054
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Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7239230 nChanged 1052
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Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7239407 nChanged 951
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Mstep: Class 1 contains 102562 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7239508 nChanged 878
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Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7239612 nChanged 822
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Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7239688 nChanged 773
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Mstep: Class 1 contains 104999 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7239726 nChanged 731
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Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7239792 nChanged 719
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Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7239832 nChanged 709
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Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7239862 nChanged 592
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Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7239893 nChanged 542
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Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7239984 nChanged 519
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Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7240120 nChanged 449
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Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 110790 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 111160 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7240220 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7240260 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111900 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7240286 nChanged 349
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Mstep: Class 1 contains 112249 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7240347 nChanged 322
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Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7240315 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112852 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7240324 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7240380 nChanged 240
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Mstep: Class 1 contains 113353 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7240376 nChanged 172
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Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7240396 nChanged 149
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Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7240384 nChanged 148
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Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 3085 members 
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	Iteration 89Q: 3 clusters Score -7240378 nChanged 130
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Mstep: Class 2 contains 2955 members 
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	Iteration 90Q: 3 clusters Score -7240378 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114056 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7240408 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7240386 nChanged 77
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Mstep: Class 1 contains 114233 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7240358 nChanged 82
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Mstep: Class 1 contains 114315 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7240340 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114399 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7240318 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7240325 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7240324 nChanged 37
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Mstep: Class 1 contains 114576 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7240323 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7240322 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114644 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7240326 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114693 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7240335.500000 Penalty: 1061.891235
	Iteration 101Q: 3 clusters Score -7240336 nChanged 54
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Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7240327 nChanged 53
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Mstep: Class 1 contains 114792 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7240326 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114836 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7240334 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7240329 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114924 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7240306 nChanged 52
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Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7240313 nChanged 38
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Mstep: Class 1 contains 115012 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7240309 nChanged 26
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Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7240304 nChanged 26
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Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 1843 members 
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	Iteration 110Q: 3 clusters Score -7240298 nChanged 19
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Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7240304 nChanged 24
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Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7240313 nChanged 13
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Mstep: Class 1 contains 115120 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7240320 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7240330 nChanged 10
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Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7240320 nChanged 10
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Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7240320 nChanged 8
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7240310 nChanged 9
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Mstep: Class 1 contains 115169 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7240310 nChanged 9
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Mstep: Class 2 contains 1729 members 
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	Iteration 119Q: 3 clusters Score -7240309 nChanged 10
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Mstep: Class 1 contains 115188 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7240302 nChanged 8
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Mstep: Class 1 contains 115196 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7240299 nChanged 10
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	Iteration 122Q: 3 clusters Score -7240306 nChanged 12
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Mstep: Class 1 contains 115214 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7240304 nChanged 9
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Mstep: Class 1 contains 115221 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7240300 nChanged 9
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Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7240298 nChanged 11
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Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7240302 nChanged 11
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Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7240296 nChanged 13
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Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7240303 nChanged 13
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Mstep: Class 1 contains 115256 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7240304 nChanged 10
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Mstep: Class 1 contains 115266 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7240308 nChanged 11
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Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7240309 nChanged 4
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Mstep: Class 1 contains 115279 members 
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	Iteration 132Q: 3 clusters Score -7240308 nChanged 5
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Mstep: Class 1 contains 115284 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7240302 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7240315.000000 Penalty: 1061.891235
	Iteration 134Q: 3 clusters Score -7240315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7240310.500000 Penalty: 1061.891235
	Iteration 135Q: 3 clusters Score -7240310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7240310.000000 Penalty: 1061.891235
	Iteration 136Q: 3 clusters Score -7240310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7240305.000000 Penalty: 1061.891235
	Iteration 137Q: 3 clusters Score -7240305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7240300.000000 Penalty: 1061.891235
	Iteration 138Q: 3 clusters Score -7240300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7240301.500000 Penalty: 1061.891235
	Iteration 139Q: 3 clusters Score -7240302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115320 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7240308.500000 Penalty: 1061.891235
	Iteration 140F: 3 clusters Score -7240308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7240310.500000 Penalty: 1061.891235
	Iteration 141Q: 3 clusters Score -7240310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7240315.000000 Penalty: 1061.891235
	Iteration 142Q: 3 clusters Score -7240315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115349 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7240309.500000 Penalty: 1061.891235
	Iteration 143Q: 3 clusters Score -7240310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115358 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7240295.000000 Penalty: 1061.891235
	Iteration 144Q: 3 clusters Score -7240295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115370 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7240295.500000 Penalty: 1061.891235
	Iteration 145Q: 3 clusters Score -7240296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7240287.000000 Penalty: 1061.891235
	Iteration 146Q: 3 clusters Score -7240287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115377 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7240300.000000 Penalty: 1061.891235
	Iteration 147Q: 3 clusters Score -7240300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7240297.000000 Penalty: 1061.891235
	Iteration 148Q: 3 clusters Score -7240297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115387 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7240285.500000 Penalty: 1061.891235
	Iteration 149Q: 3 clusters Score -7240286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7240291.500000 Penalty: 1061.891235
	Iteration 150Q: 3 clusters Score -7240292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115398 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7240286.000000 Penalty: 1061.891235
	Iteration 151Q: 3 clusters Score -7240286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115407 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7240276.000000 Penalty: 1061.891235
	Iteration 152Q: 3 clusters Score -7240276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115413 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7240277.500000 Penalty: 1061.891235
	Iteration 153Q: 3 clusters Score -7240278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7240275.000000 Penalty: 1061.891235
	Iteration 154Q: 3 clusters Score -7240275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115420 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7240275.500000 Penalty: 1061.891235
	Iteration 155Q: 3 clusters Score -7240276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115424 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7240283.500000 Penalty: 1061.891235
	Iteration 156Q: 3 clusters Score -7240284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115426 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7240277.000000 Penalty: 1061.891235
	Iteration 157Q: 3 clusters Score -7240277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7240281.000000 Penalty: 1061.891235
	Iteration 158Q: 3 clusters Score -7240281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115436 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7240277.000000 Penalty: 1061.891235
	Iteration 159Q: 3 clusters Score -7240277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115446 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7240265.000000 Penalty: 1061.891235
	Iteration 160F: 3 clusters Score -7240265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115452 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7240261.000000 Penalty: 1061.891235
	Iteration 161Q: 3 clusters Score -7240261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115459 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7240254.000000 Penalty: 1061.891235
	Iteration 162Q: 3 clusters Score -7240254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7240253.000000 Penalty: 1061.891235
	Iteration 163Q: 3 clusters Score -7240253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7240246.000000 Penalty: 1061.891235
	Iteration 164Q: 3 clusters Score -7240246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7240242.000000 Penalty: 1061.891235
	Iteration 165Q: 3 clusters Score -7240242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115485 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7240235.000000 Penalty: 1061.891235
	Iteration 166Q: 3 clusters Score -7240235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7240238.000000 Penalty: 1061.891235
	Iteration 167Q: 3 clusters Score -7240238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115491 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7240242.000000 Penalty: 1061.891235
	Iteration 168Q: 3 clusters Score -7240242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7240242.500000 Penalty: 1061.891235
	Iteration 169Q: 3 clusters Score -7240242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7240242.500000 Penalty: 1061.891235
	Iteration 170F: 3 clusters Score -7240242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -85974.929688 Penalty: 319.296539
	Iteration 0F: 2 clusters Score -85974.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85094.710938 Penalty: 638.593079
	Iteration 0F: 3 clusters Score -85094.71 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85399.093750 Penalty: 638.593079
	Iteration 1F: 3 clusters Score -85399.09 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85465.617188 Penalty: 638.593079
	Iteration 2F: 3 clusters Score -85465.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85536.609375 Penalty: 638.593079
	Iteration 3F: 3 clusters Score -85536.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85596.882812 Penalty: 638.593079
	Iteration 4F: 3 clusters Score -85596.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85667.882812 Penalty: 638.593079
	Iteration 5F: 3 clusters Score -85667.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85730.789062 Penalty: 638.593079
	Iteration 6Q: 3 clusters Score -85730.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85782.992188 Penalty: 638.593079
	Iteration 7Q: 3 clusters Score -85782.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85807.015625 Penalty: 638.593079
	Iteration 8Q: 3 clusters Score -85807.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85823.898438 Penalty: 638.593079
	Iteration 9Q: 3 clusters Score -85823.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85831.843750 Penalty: 638.593079
	Iteration 10Q: 3 clusters Score -85831.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85838.257812 Penalty: 638.593079
	Iteration 11Q: 3 clusters Score -85838.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85841.406250 Penalty: 638.593079
	Iteration 12Q: 3 clusters Score -85841.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85844.781250 Penalty: 638.593079
	Iteration 13Q: 3 clusters Score -85844.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85850.148438 Penalty: 638.593079
	Iteration 14Q: 3 clusters Score -85850.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85856.460938 Penalty: 638.593079
	Iteration 15Q: 3 clusters Score -85856.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85859.109375 Penalty: 638.593079
	Iteration 16Q: 3 clusters Score -85859.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85861.414062 Penalty: 638.593079
	Iteration 17Q: 3 clusters Score -85861.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85862.476562 Penalty: 638.593079
	Iteration 18Q: 3 clusters Score -85862.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85865.984375 Penalty: 638.593079
	Iteration 19Q: 3 clusters Score -85865.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85868.523438 Penalty: 638.593079
	Iteration 20F: 3 clusters Score -85868.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85869.453125 Penalty: 638.593079
	Iteration 21Q: 3 clusters Score -85869.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85870.757812 Penalty: 638.593079
	Iteration 22Q: 3 clusters Score -85870.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -85871.921875 Penalty: 638.593079
	Iteration 23Q: 3 clusters Score -85871.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85872.781250 Penalty: 638.593079
	Iteration 24Q: 3 clusters Score -85872.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85873.578125 Penalty: 638.593079
	Iteration 25Q: 3 clusters Score -85873.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85874.796875 Penalty: 638.593079
	Iteration 26Q: 3 clusters Score -85874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -85875.218750 Penalty: 638.593079
	Iteration 27Q: 3 clusters Score -85875.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -85875.218750 Penalty: 638.593079
	Iteration 28F: 3 clusters Score -85875.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (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: -20142.250000 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -20142.25 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 143 members 
Entering Unmasked Estep 
Score: -19803.564453 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19803.56 nChanged 92
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: -19920.119141 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19920.12 nChanged 25
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: -19968.332031 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19968.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19992.623047 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -19992.62 nChanged 11
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: -20003.343750 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -20003.34 nChanged 6
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: -20019.816406 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -20019.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20030.000000 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -20030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20034.697266 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -20034.7 nChanged 5
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: -20039.701172 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -20039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20040.523438 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -20040.52 nChanged 1
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: -20042.287109 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -20042.29 nChanged 1
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: -20043.130859 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -20043.13 nChanged 2
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: -20044.890625 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -20044.89 nChanged 3
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: -20047.123047 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -20047.12 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: -20047.123047 Penalty: 517.514771
	Iteration 14F: 3 clusters Score -20047.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (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: -58648.750000 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -58648.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -57974.359375 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -57974.36 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -58317.000000 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -58317 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58465.578125 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -58465.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58572.847656 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -58572.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -58649.453125 Penalty: 612.196289
	Iteration 4F: 3 clusters Score -58649.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -58671.574219 Penalty: 612.196289
	Iteration 5Q: 3 clusters Score -58671.57 nChanged 17
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: -58679.519531 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -58679.52 nChanged 10
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: -58685.238281 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -58685.24 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: -58692.972656 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -58692.97 nChanged 10
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: -58701.253906 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -58701.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -58703.867188 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -58703.87 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: -58711.019531 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -58711.02 nChanged 6
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: -58722.039062 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -58722.04 nChanged 9
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: -58734.082031 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -58734.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -58748.394531 Penalty: 612.196289
	Iteration 14Q: 3 clusters Score -58748.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -58764.218750 Penalty: 612.196289
	Iteration 15Q: 3 clusters Score -58764.22 nChanged 8
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: -58771.976562 Penalty: 612.196289
	Iteration 16Q: 3 clusters Score -58771.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58778.203125 Penalty: 612.196289
	Iteration 17Q: 3 clusters Score -58778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58784.011719 Penalty: 612.196289
	Iteration 18Q: 3 clusters Score -58784.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58788.355469 Penalty: 612.196289
	Iteration 19Q: 3 clusters Score -58788.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -58789.355469 Penalty: 612.196289
	Iteration 20F: 3 clusters Score -58789.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58790.410156 Penalty: 612.196289
	Iteration 21Q: 3 clusters Score -58790.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58790.960938 Penalty: 612.196289
	Iteration 22Q: 3 clusters Score -58790.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58790.960938 Penalty: 612.196289
	Iteration 23F: 3 clusters Score -58790.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 470 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 365 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108816.000000 Penalty: 55666.703125
Splitting cluster 75 changes total score from -14108929.000000 to -14108816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6102.603516 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6102.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5863.433105 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -5863.433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5937.809570 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -5937.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5984.376953 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -5984.377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5991.818848 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -5991.819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5999.356934 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -5999.357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6010.249023 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -6010.249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6011.199707 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -6011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6011.199707 Penalty: 443.642975
	Iteration 7F: 3 clusters Score -6011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -20420.781250 Penalty: 264.406921
	Iteration 0F: 2 clusters Score -20420.78 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 165 members 
Entering Unmasked Estep 
Score: -20059.277344 Penalty: 528.813843
	Iteration 0F: 3 clusters Score -20059.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20155.882812 Penalty: 528.813843
	Iteration 1F: 3 clusters Score -20155.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20189.632812 Penalty: 528.813843
	Iteration 2F: 3 clusters Score -20189.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20208.953125 Penalty: 528.813843
	Iteration 3Q: 3 clusters Score -20208.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20225.507812 Penalty: 528.813843
	Iteration 4Q: 3 clusters Score -20225.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20236.285156 Penalty: 528.813843
	Iteration 5Q: 3 clusters Score -20236.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20253.062500 Penalty: 528.813843
	Iteration 6Q: 3 clusters Score -20253.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20276.414062 Penalty: 528.813843
	Iteration 7Q: 3 clusters Score -20276.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20286.865234 Penalty: 528.813843
	Iteration 8Q: 3 clusters Score -20286.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20291.224609 Penalty: 528.813843
	Iteration 9Q: 3 clusters Score -20291.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20291.224609 Penalty: 528.813843
	Iteration 10F: 3 clusters Score -20291.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (27 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Entering Unmasked Estep 
Score: -1510.537720 Penalty: 149.960587
	Iteration 0F: 2 clusters Score -1510.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -1502.713989 Penalty: 299.921173
	Iteration 0F: 3 clusters Score -1502.714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (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: -16555.738281 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -16555.74 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 160 members 
Entering Unmasked Estep 
Score: -16202.310547 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16202.31 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16311.097656 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16311.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16345.085938 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16345.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16368.641602 Penalty: 522.028076
	Iteration 3F: 3 clusters Score -16368.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16377.503906 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -16381.122070 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16381.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16383.394531 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -16383.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16384.095703 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -16384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16384.095703 Penalty: 522.028076
	Iteration 8F: 3 clusters Score -16384.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7983.833008 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -7983.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7735.373535 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -7735.374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7817.660645 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -7817.661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7854.300781 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -7854.301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7891.719727 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -7891.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7903.495117 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -7903.495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7918.656250 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -7918.656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7961.692383 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -7961.692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7992.756348 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -7992.756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7996.313965 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -7996.314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8002.826660 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -8002.827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8044.948242 Penalty: 469.474030
	Iteration 10F: 3 clusters Score -8044.948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8095.335449 Penalty: 469.474030
	Iteration 11F: 3 clusters Score -8095.335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8132.858887 Penalty: 469.474030
	Iteration 12Q: 3 clusters Score -8132.859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8165.993164 Penalty: 469.474030
	Iteration 13Q: 3 clusters Score -8165.993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8183.647461 Penalty: 469.474030
	Iteration 14Q: 3 clusters Score -8183.647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8202.540039 Penalty: 469.474030
	Iteration 15Q: 3 clusters Score -8202.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8202.540039 Penalty: 469.474030
	Iteration 16F: 3 clusters Score -8202.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 65 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 109 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108815.000000 Penalty: 55666.703125
Splitting cluster 80 changes total score from -14108929.000000 to -14108815.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -40661.847656 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -40661.85 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 377 members 
Entering Unmasked Estep 
Score: -40030.390625 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -40030.39 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -40218.855469 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -40218.86 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40268.269531 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -40268.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -40290.808594 Penalty: 599.842346
	Iteration 3Q: 3 clusters Score -40290.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40316.902344 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -40316.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -40337.078125 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -40337.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -40347.328125 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -40347.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -40357.460938 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -40357.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -40364.277344 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -40364.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -40368.000000 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -40368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -40372.031250 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -40372.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -40376.421875 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -40376.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -40381.492188 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -40381.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -40383.449219 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -40383.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -40385.914062 Penalty: 599.842346
	Iteration 14Q: 3 clusters Score -40385.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -40387.734375 Penalty: 599.842346
	Iteration 15Q: 3 clusters Score -40387.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -40387.894531 Penalty: 599.842346
	Iteration 16Q: 3 clusters Score -40387.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -40387.894531 Penalty: 599.842346
	Iteration 17F: 3 clusters Score -40387.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -23853.791016 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -23853.79 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 190 members 
Entering Unmasked Estep 
Score: -23452.445312 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -23452.45 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23574.753906 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -23574.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23644.552734 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -23644.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23709.248047 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -23709.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23765.158203 Penalty: 538.374390
	Iteration 4F: 3 clusters Score -23765.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23804.318359 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -23804.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23859.345703 Penalty: 538.374390
	Iteration 6F: 3 clusters Score -23859.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23879.476562 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -23879.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23881.509766 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -23881.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23883.275391 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -23883.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23885.314453 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -23885.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23886.337891 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -23886.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23886.697266 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -23886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23886.697266 Penalty: 538.374390
	Iteration 13F: 3 clusters Score -23886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 244 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 127 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108681.000000 Penalty: 55666.703125
Splitting cluster 82 changes total score from -14108929.000000 to -14108681.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -10550.247070 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -10550.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10293.890625 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -10293.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10359.292969 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -10359.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10374.549805 Penalty: 457.769867
	Iteration 2Q: 3 clusters Score -10374.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10387.218750 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -10387.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10394.219727 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -10394.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10394.219727 Penalty: 457.769867
	Iteration 5F: 3 clusters Score -10394.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -14551.083008 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -14551.08 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 98 members 
Entering Unmasked Estep 
Score: -14261.932617 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -14261.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14308.164062 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -14308.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14328.160156 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -14328.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14342.866211 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -14342.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14349.128906 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -14349.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14353.685547 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -14353.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14357.036133 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -14357.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14359.442383 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -14359.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14360.652344 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -14360.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14362.930664 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -14362.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14362.930664 Penalty: 478.432068
	Iteration 10F: 3 clusters Score -14362.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -4035.092529 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -4035.093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3855.079834 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -3855.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4025.363281 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -4025.363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4036.619141 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -4036.619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4057.329834 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -4057.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4057.329834 Penalty: 453.508209
	Iteration 4F: 3 clusters Score -4057.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 31 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 115 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108624.000000 Penalty: 55666.703125
Splitting cluster 85 changes total score from -14108929.000000 to -14108624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 86 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3432.771973 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3432.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3286.007568 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3286.008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3301.628418 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3301.628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3323.786865 Penalty: 383.975189
	Iteration 2F: 3 clusters Score -3323.787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3330.022705 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3330.023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3330.022705 Penalty: 383.975189
	Iteration 4F: 3 clusters Score -3330.023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3003.558838 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3003.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2844.824951 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2844.825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2877.228027 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2877.228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2881.572754 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -2881.573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2885.580078 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -2885.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2885.580078 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -2885.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -30709.218750 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -30709.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30212.173828 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -30212.17 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30318.410156 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -30318.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30357.376953 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -30357.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30380.519531 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -30380.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30407.279297 Penalty: 566.614868
	Iteration 4F: 3 clusters Score -30407.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30423.419922 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -30423.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30432.005859 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -30432.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30441.228516 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -30441.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30450.708984 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -30450.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30454.322266 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -30454.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30456.755859 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -30456.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30457.298828 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -30457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -30457.388672 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -30457.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30457.707031 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -30457.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30457.707031 Penalty: 566.614868
	Iteration 14F: 3 clusters Score -30457.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -43726.917969 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -43726.92 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 272 members 
Entering Unmasked Estep 
Score: -43214.953125 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -43214.95 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43369.777344 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -43369.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43420.300781 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -43420.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43453.164062 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -43453.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43515.210938 Penalty: 572.364136
	Iteration 4F: 3 clusters Score -43515.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43559.574219 Penalty: 572.364136
	Iteration 5F: 3 clusters Score -43559.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -43617.667969 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -43617.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43662.046875 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -43662.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43677.679688 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -43677.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43683.808594 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -43683.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43688.289062 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -43688.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43693.722656 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -43693.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43694.839844 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -43694.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43696.007812 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -43696.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43698.003906 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -43698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -43700.445312 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -43700.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -43701.957031 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -43701.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43703.156250 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -43703.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -43703.156250 Penalty: 572.364136
	Iteration 18F: 3 clusters Score -43703.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -9885.221680 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -9885.222 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 77 members 
Entering Unmasked Estep 
Score: -9622.389648 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -9622.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9667.919922 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -9667.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9690.651367 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -9690.651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9706.085938 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -9706.086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9718.065430 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -9718.065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9719.195312 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -9719.195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9722.560547 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -9722.561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9726.430664 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -9726.431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9730.239258 Penalty: 463.531250
	Iteration 8Q: 3 clusters Score -9730.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9731.159180 Penalty: 463.531250
	Iteration 9Q: 3 clusters Score -9731.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9734.372070 Penalty: 463.531250
	Iteration 10Q: 3 clusters Score -9734.372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9736.640625 Penalty: 463.531250
	Iteration 11Q: 3 clusters Score -9736.641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9739.621094 Penalty: 463.531250
	Iteration 12Q: 3 clusters Score -9739.621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9744.588867 Penalty: 463.531250
	Iteration 13Q: 3 clusters Score -9744.589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9746.227539 Penalty: 463.531250
	Iteration 14Q: 3 clusters Score -9746.228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9746.227539 Penalty: 463.531250
	Iteration 15F: 3 clusters Score -9746.228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -46109.886719 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -46109.89 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 340 members 
Entering Unmasked Estep 
Score: -45518.921875 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -45518.92 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45685.804688 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -45685.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45750.574219 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -45750.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45811.156250 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -45811.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -45841.371094 Penalty: 592.838867
	Iteration 4F: 3 clusters Score -45841.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -45870.914062 Penalty: 592.838867
	Iteration 5F: 3 clusters Score -45870.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -45904.957031 Penalty: 592.838867
	Iteration 6F: 3 clusters Score -45904.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -45941.570312 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -45941.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45969.250000 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -45969.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -45988.699219 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -45988.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -45995.816406 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -45995.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -45997.003906 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -45997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -45997.003906 Penalty: 592.838867
	Iteration 12F: 3 clusters Score -45997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -4803.540527 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -4803.541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4626.391113 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -4626.391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4674.128906 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -4674.129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4708.106445 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -4708.106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4732.427734 Penalty: 434.900208
	Iteration 3F: 3 clusters Score -4732.428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4734.411621 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -4734.412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4734.411621 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -4734.412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7960.959961 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7960.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7735.882812 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7735.883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7804.712402 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7804.712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7841.671875 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7841.672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7851.622070 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7851.622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7866.594727 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7866.595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7896.746582 Penalty: 451.618896
	Iteration 5F: 3 clusters Score -7896.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7905.946289 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -7905.946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7915.491699 Penalty: 451.618896
	Iteration 7Q: 3 clusters Score -7915.492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7922.681641 Penalty: 451.618896
	Iteration 8Q: 3 clusters Score -7922.682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7922.681641 Penalty: 451.618896
	Iteration 9F: 3 clusters Score -7922.682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -15935.757812 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -15935.76 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 111 members 
Entering Unmasked Estep 
Score: -15640.937500 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -15640.94 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15713.331055 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -15713.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15733.904297 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -15733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15737.475586 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -15737.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15737.849609 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -15737.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15737.849609 Penalty: 486.152405
	Iteration 5F: 3 clusters Score -15737.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2863.813477 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2863.813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2727.168457 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2727.168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2731.654541 Penalty: 361.296570
	Iteration 1Q: 3 clusters Score -2731.655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2731.654541 Penalty: 361.296570
	Iteration 2F: 3 clusters Score -2731.655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7846.517578 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7846.518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7609.763184 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -7609.763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7701.748047 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7701.748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7721.991699 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -7721.992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7742.731445 Penalty: 455.967834
	Iteration 3F: 3 clusters Score -7742.731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7752.047363 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7752.047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7772.739746 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7772.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7788.766602 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -7788.767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7788.766602 Penalty: 455.967834
	Iteration 7F: 3 clusters Score -7788.767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -11575.713867 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -11575.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11285.445312 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -11285.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11339.121094 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -11339.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11373.416016 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -11373.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11393.019531 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -11393.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11401.938477 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -11401.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11412.358398 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -11412.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11415.188477 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -11415.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11415.188477 Penalty: 491.643646
	Iteration 7F: 3 clusters Score -11415.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9524.177734 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -9524.178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9281.570312 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -9281.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9328.460938 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -9328.461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9340.435547 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -9340.436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9343.143555 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -9343.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9343.143555 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -9343.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -25069.808594 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -25069.81 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 190 members 
Entering Unmasked Estep 
Score: -24667.507812 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -24667.51 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24818.816406 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -24818.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24878.798828 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -24878.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24917.375000 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -24917.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24940.173828 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -24940.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24952.111328 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -24952.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24958.666016 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -24958.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24959.337891 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -24959.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24959.337891 Penalty: 540.315796
	Iteration 8F: 3 clusters Score -24959.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21358 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116907 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108938.000000 Penalty: 55104.414062
Iteration 199Q: 99 clusters Score -1.410894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21356 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116909 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108927.000000 Penalty: 55104.414062
Iteration 200F: 99 clusters Score -1.410893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108928.000000 Penalty: 55104.414062
Iteration 201Q: 99 clusters Score -1.410893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21356 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116909 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108924.000000 Penalty: 55104.414062
Iteration 202Q: 99 clusters Score -1.410892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108926.000000 Penalty: 55104.414062
Iteration 203Q: 99 clusters Score -1.410893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108926.000000 Penalty: 55104.414062
Iteration 204F: 99 clusters Score -1.410893e+07 nChanged 0
Entering ConstructFrom: 
Score: -14108926.000000 Penalty: 55104.414062
Entering ConstructFrom: 
Trying to split cluster 1 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -17843.808594 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -17843.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17466.533203 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -17466.53 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17591.970703 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -17591.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17622.527344 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -17622.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17637.650391 Penalty: 534.362732
	Iteration 3Q: 3 clusters Score -17637.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17645.082031 Penalty: 534.362732
	Iteration 4Q: 3 clusters Score -17645.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17653.318359 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -17653.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17660.335938 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -17660.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17662.849609 Penalty: 534.362732
	Iteration 7Q: 3 clusters Score -17662.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17667.503906 Penalty: 534.362732
	Iteration 8Q: 3 clusters Score -17667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17672.841797 Penalty: 534.362732
	Iteration 9Q: 3 clusters Score -17672.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17690.070312 Penalty: 534.362732
	Iteration 10Q: 3 clusters Score -17690.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17710.304688 Penalty: 534.362732
	Iteration 11Q: 3 clusters Score -17710.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17736.050781 Penalty: 534.362732
	Iteration 12Q: 3 clusters Score -17736.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -17757.802734 Penalty: 534.362732
	Iteration 13Q: 3 clusters Score -17757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17767.107422 Penalty: 534.362732
	Iteration 14Q: 3 clusters Score -17767.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -17771.769531 Penalty: 534.362732
	Iteration 15Q: 3 clusters Score -17771.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17780.556641 Penalty: 534.362732
	Iteration 16Q: 3 clusters Score -17780.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -17782.037109 Penalty: 534.362732
	Iteration 17Q: 3 clusters Score -17782.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17783.472656 Penalty: 534.362732
	Iteration 18Q: 3 clusters Score -17783.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -17786.062500 Penalty: 534.362732
	Iteration 19Q: 3 clusters Score -17786.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17791.869141 Penalty: 534.362732
	Iteration 20F: 3 clusters Score -17791.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17800.951172 Penalty: 534.362732
	Iteration 21Q: 3 clusters Score -17800.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -17800.951172 Penalty: 534.362732
	Iteration 22F: 3 clusters Score -17800.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16332.950195 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -16332.95 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 156 members 
Entering Unmasked Estep 
Score: -15969.073242 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -15969.07 nChanged 113
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: -16079.862305 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -16079.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16111.824219 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -16111.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16164.309570 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -16164.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16232.597656 Penalty: 525.484192
	Iteration 4F: 3 clusters Score -16232.6 nChanged 29
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: -16342.288086 Penalty: 525.484192
	Iteration 5F: 3 clusters Score -16342.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16392.259766 Penalty: 525.484192
	Iteration 6F: 3 clusters Score -16392.26 nChanged 7
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: -16428.582031 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -16428.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16501.099609 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -16501.1 nChanged 4
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: -16526.892578 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -16526.89 nChanged 5
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: -16550.962891 Penalty: 525.484192
	Iteration 10Q: 3 clusters Score -16550.96 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: -16552.927734 Penalty: 525.484192
	Iteration 11Q: 3 clusters Score -16552.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16554.296875 Penalty: 525.484192
	Iteration 12Q: 3 clusters Score -16554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16554.296875 Penalty: 525.484192
	Iteration 13F: 3 clusters Score -16554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 127 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 195 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108847.000000 Penalty: 55666.703125
Splitting cluster 2 changes total score from -14108926.000000 to -14108847.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -28533.326172 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -28533.33 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 254 members 
Entering Unmasked Estep 
Score: -28030.048828 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -28030.05 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28173.888672 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -28173.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28220.177734 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -28220.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28238.302734 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -28238.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28250.046875 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -28250.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28254.630859 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -28254.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28261.701172 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -28261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28264.804688 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -28264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28267.832031 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -28267.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28270.976562 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -28270.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28275.458984 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -28275.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28278.431641 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -28278.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28281.480469 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -28281.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28286.232422 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -28286.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28297.902344 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -28297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28307.429688 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -28307.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28319.615234 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -28319.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28356.101562 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -28356.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28415.355469 Penalty: 569.969238
	Iteration 18Q: 3 clusters Score -28415.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28472.523438 Penalty: 569.969238
	Iteration 19Q: 3 clusters Score -28472.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28506.933594 Penalty: 569.969238
	Iteration 20F: 3 clusters Score -28506.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28530.226562 Penalty: 569.969238
	Iteration 21Q: 3 clusters Score -28530.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28540.164062 Penalty: 569.969238
	Iteration 22Q: 3 clusters Score -28540.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28551.021484 Penalty: 569.969238
	Iteration 23Q: 3 clusters Score -28551.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28557.679688 Penalty: 569.969238
	Iteration 24Q: 3 clusters Score -28557.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28559.001953 Penalty: 569.969238
	Iteration 25Q: 3 clusters Score -28559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28562.220703 Penalty: 569.969238
	Iteration 26Q: 3 clusters Score -28562.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28562.220703 Penalty: 569.969238
	Iteration 27F: 3 clusters Score -28562.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108676.000000 Penalty: 55666.703125
Splitting cluster 3 changes total score from -14108926.000000 to -14108676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (21453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Entering Unmasked Estep 
Score: -1379989.500000 Penalty: 453.799683
	Iteration 0F: 2 clusters Score -1379990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1365820.750000 Penalty: 907.599365
	Iteration 0F: 3 clusters Score -1365821 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1372401.250000 Penalty: 907.599365
	Iteration 1F: 3 clusters Score -1372401 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1373369.000000 Penalty: 907.599365
	Iteration 2F: 3 clusters Score -1373369 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1374626.000000 Penalty: 907.599365
	Iteration 3F: 3 clusters Score -1374626 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1376026.375000 Penalty: 907.599365
	Iteration 4F: 3 clusters Score -1376026 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1377060.375000 Penalty: 907.599365
	Iteration 5F: 3 clusters Score -1377060 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1377586.500000 Penalty: 907.599365
	Iteration 6Q: 3 clusters Score -1377586 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1377831.000000 Penalty: 907.599365
	Iteration 7Q: 3 clusters Score -1377831 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1377973.000000 Penalty: 907.599365
	Iteration 8Q: 3 clusters Score -1377973 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1378118.250000 Penalty: 907.599365
	Iteration 9Q: 3 clusters Score -1378118 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1378267.500000 Penalty: 907.599365
	Iteration 10Q: 3 clusters Score -1378268 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1378438.875000 Penalty: 907.599365
	Iteration 11Q: 3 clusters Score -1378439 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1378584.500000 Penalty: 907.599365
	Iteration 12Q: 3 clusters Score -1378584 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1378727.375000 Penalty: 907.599365
	Iteration 13Q: 3 clusters Score -1378727 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1378862.875000 Penalty: 907.599365
	Iteration 14Q: 3 clusters Score -1378863 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1378992.625000 Penalty: 907.599365
	Iteration 15Q: 3 clusters Score -1378993 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1379097.125000 Penalty: 907.599365
	Iteration 16Q: 3 clusters Score -1379097 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1379200.625000 Penalty: 907.599365
	Iteration 17Q: 3 clusters Score -1379201 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1379278.500000 Penalty: 907.599365
	Iteration 18Q: 3 clusters Score -1379278 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1379346.250000 Penalty: 907.599365
	Iteration 19Q: 3 clusters Score -1379346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1379411.875000 Penalty: 907.599365
	Iteration 20F: 3 clusters Score -1379412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1379469.000000 Penalty: 907.599365
	Iteration 21Q: 3 clusters Score -1379469 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1379500.375000 Penalty: 907.599365
	Iteration 22Q: 3 clusters Score -1379500 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1379538.250000 Penalty: 907.599365
	Iteration 23Q: 3 clusters Score -1379538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1379565.750000 Penalty: 907.599365
	Iteration 24Q: 3 clusters Score -1379566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1379586.375000 Penalty: 907.599365
	Iteration 25Q: 3 clusters Score -1379586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1379611.625000 Penalty: 907.599365
	Iteration 26Q: 3 clusters Score -1379612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1379637.625000 Penalty: 907.599365
	Iteration 27Q: 3 clusters Score -1379638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1379662.125000 Penalty: 907.599365
	Iteration 28Q: 3 clusters Score -1379662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1379677.000000 Penalty: 907.599365
	Iteration 29Q: 3 clusters Score -1379677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1379690.375000 Penalty: 907.599365
	Iteration 30Q: 3 clusters Score -1379690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1379698.750000 Penalty: 907.599365
	Iteration 31Q: 3 clusters Score -1379699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1379710.250000 Penalty: 907.599365
	Iteration 32Q: 3 clusters Score -1379710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1379716.625000 Penalty: 907.599365
	Iteration 33Q: 3 clusters Score -1379717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1379721.875000 Penalty: 907.599365
	Iteration 34Q: 3 clusters Score -1379722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1379725.875000 Penalty: 907.599365
	Iteration 35Q: 3 clusters Score -1379726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1379729.875000 Penalty: 907.599365
	Iteration 36Q: 3 clusters Score -1379730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1379728.750000 Penalty: 907.599365
	Iteration 37Q: 3 clusters Score -1379729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1379731.125000 Penalty: 907.599365
	Iteration 38Q: 3 clusters Score -1379731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1379733.250000 Penalty: 907.599365
	Iteration 39Q: 3 clusters Score -1379733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1379732.875000 Penalty: 907.599365
	Iteration 40F: 3 clusters Score -1379733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1379740.375000 Penalty: 907.599365
	Iteration 41Q: 3 clusters Score -1379740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1379747.875000 Penalty: 907.599365
	Iteration 42Q: 3 clusters Score -1379748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1379749.875000 Penalty: 907.599365
	Iteration 43Q: 3 clusters Score -1379750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1379752.250000 Penalty: 907.599365
	Iteration 44Q: 3 clusters Score -1379752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1379758.000000 Penalty: 907.599365
	Iteration 45Q: 3 clusters Score -1379758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1379758.000000 Penalty: 907.599365
	Iteration 46Q: 3 clusters Score -1379758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1379759.125000 Penalty: 907.599365
	Iteration 47Q: 3 clusters Score -1379759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1379758.875000 Penalty: 907.599365
	Iteration 48Q: 3 clusters Score -1379759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1379760.500000 Penalty: 907.599365
	Iteration 49Q: 3 clusters Score -1379760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1379762.375000 Penalty: 907.599365
	Iteration 50Q: 3 clusters Score -1379762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1379761.250000 Penalty: 907.599365
	Iteration 51Q: 3 clusters Score -1379761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1379761.250000 Penalty: 907.599365
	Iteration 52F: 3 clusters Score -1379761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -99031.195312 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -99031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -97844.500000 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -97844.5 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -98192.656250 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -98192.66 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -98268.914062 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -98268.91 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -98310.820312 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -98310.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -98339.890625 Penalty: 672.618774
	Iteration 4Q: 3 clusters Score -98339.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -98357.343750 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -98357.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98376.023438 Penalty: 672.618774
	Iteration 6Q: 3 clusters Score -98376.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -98399.531250 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -98399.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98437.992188 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -98437.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -98480.945312 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -98480.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98527.484375 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -98527.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98572.289062 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -98572.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98607.015625 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -98607.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -98634.023438 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -98634.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -98654.406250 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -98654.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -98672.453125 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -98672.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -98681.398438 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -98681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -98686.710938 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -98686.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -98694.546875 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -98694.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -98705.148438 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -98705.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -98710.554688 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -98710.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -98712.734375 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -98712.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -98715.015625 Penalty: 672.618774
	Iteration 22Q: 3 clusters Score -98715.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -98717.921875 Penalty: 672.618774
	Iteration 23Q: 3 clusters Score -98717.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -98720.226562 Penalty: 672.618774
	Iteration 24Q: 3 clusters Score -98720.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -98721.023438 Penalty: 672.618774
	Iteration 25Q: 3 clusters Score -98721.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -98722.437500 Penalty: 672.618774
	Iteration 26Q: 3 clusters Score -98722.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -98723.218750 Penalty: 672.618774
	Iteration 27Q: 3 clusters Score -98723.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -98724.585938 Penalty: 672.618774
	Iteration 28Q: 3 clusters Score -98724.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -98724.585938 Penalty: 672.618774
	Iteration 29F: 3 clusters Score -98724.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -32691.914062 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -32691.91 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 286 members 
Entering Unmasked Estep 
Score: -32175.322266 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -32175.32 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32351.876953 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -32351.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32435.156250 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -32435.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32505.722656 Penalty: 576.972717
	Iteration 3F: 3 clusters Score -32505.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32538.107422 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -32538.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32555.693359 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -32555.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32566.523438 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -32566.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32575.869141 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -32575.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32589.021484 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -32589.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32604.511719 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -32604.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32629.750000 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -32629.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32643.431641 Penalty: 576.972717
	Iteration 11Q: 3 clusters Score -32643.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32661.095703 Penalty: 576.972717
	Iteration 12Q: 3 clusters Score -32661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -32673.677734 Penalty: 576.972717
	Iteration 13Q: 3 clusters Score -32673.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32677.107422 Penalty: 576.972717
	Iteration 14Q: 3 clusters Score -32677.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32678.804688 Penalty: 576.972717
	Iteration 15Q: 3 clusters Score -32678.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -32681.660156 Penalty: 576.972717
	Iteration 16Q: 3 clusters Score -32681.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32681.937500 Penalty: 576.972717
	Iteration 17Q: 3 clusters Score -32681.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32682.060547 Penalty: 576.972717
	Iteration 18F: 3 clusters Score -32682.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32689.783203 Penalty: 576.972717
	Iteration 19Q: 3 clusters Score -32689.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32692.527344 Penalty: 576.972717
	Iteration 20F: 3 clusters Score -32692.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32695.138672 Penalty: 576.972717
	Iteration 21Q: 3 clusters Score -32695.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32695.400391 Penalty: 576.972717
	Iteration 22Q: 3 clusters Score -32695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32695.400391 Penalty: 576.972717
	Iteration 23F: 3 clusters Score -32695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 298 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108658.000000 Penalty: 55666.703125
Splitting cluster 6 changes total score from -14108926.000000 to -14108658.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -33870.539062 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -33870.54 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 270 members 
Entering Unmasked Estep 
Score: -33398.832031 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -33398.83 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33591.800781 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -33591.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33628.929688 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -33628.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33648.246094 Penalty: 571.856201
	Iteration 3F: 3 clusters Score -33648.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33662.425781 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -33662.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33686.027344 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -33686.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33714.906250 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -33714.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33722.644531 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -33722.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33727.324219 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -33727.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -33730.960938 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -33730.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33733.832031 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -33733.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33742.050781 Penalty: 571.856201
	Iteration 11Q: 3 clusters Score -33742.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -33743.609375 Penalty: 571.856201
	Iteration 12Q: 3 clusters Score -33743.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33745.117188 Penalty: 571.856201
	Iteration 13Q: 3 clusters Score -33745.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33745.281250 Penalty: 571.856201
	Iteration 14Q: 3 clusters Score -33745.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33745.281250 Penalty: 571.856201
	Iteration 15F: 3 clusters Score -33745.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -458575.843750 Penalty: 410.405731
	Iteration 0F: 2 clusters Score -458575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -453081.781250 Penalty: 820.811462
	Iteration 0F: 3 clusters Score -453081.8 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -455527.156250 Penalty: 820.811462
	Iteration 1F: 3 clusters Score -455527.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -455987.875000 Penalty: 820.811462
	Iteration 2F: 3 clusters Score -455987.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -456391.000000 Penalty: 820.811462
	Iteration 3F: 3 clusters Score -456391 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -456687.625000 Penalty: 820.811462
	Iteration 4F: 3 clusters Score -456687.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -456885.250000 Penalty: 820.811462
	Iteration 5Q: 3 clusters Score -456885.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -457032.031250 Penalty: 820.811462
	Iteration 6Q: 3 clusters Score -457032 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -457142.593750 Penalty: 820.811462
	Iteration 7Q: 3 clusters Score -457142.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -457239.218750 Penalty: 820.811462
	Iteration 8Q: 3 clusters Score -457239.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -457330.750000 Penalty: 820.811462
	Iteration 9Q: 3 clusters Score -457330.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -457444.093750 Penalty: 820.811462
	Iteration 10Q: 3 clusters Score -457444.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -457543.781250 Penalty: 820.811462
	Iteration 11Q: 3 clusters Score -457543.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -457658.250000 Penalty: 820.811462
	Iteration 12Q: 3 clusters Score -457658.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -457761.781250 Penalty: 820.811462
	Iteration 13Q: 3 clusters Score -457761.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -457854.062500 Penalty: 820.811462
	Iteration 14Q: 3 clusters Score -457854.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -457935.500000 Penalty: 820.811462
	Iteration 15Q: 3 clusters Score -457935.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -457993.343750 Penalty: 820.811462
	Iteration 16Q: 3 clusters Score -457993.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -458032.875000 Penalty: 820.811462
	Iteration 17Q: 3 clusters Score -458032.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -458058.593750 Penalty: 820.811462
	Iteration 18Q: 3 clusters Score -458058.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -458078.281250 Penalty: 820.811462
	Iteration 19Q: 3 clusters Score -458078.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -458094.281250 Penalty: 820.811462
	Iteration 20F: 3 clusters Score -458094.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -458107.125000 Penalty: 820.811462
	Iteration 21Q: 3 clusters Score -458107.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -458118.156250 Penalty: 820.811462
	Iteration 22Q: 3 clusters Score -458118.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -458132.843750 Penalty: 820.811462
	Iteration 23Q: 3 clusters Score -458132.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -458147.218750 Penalty: 820.811462
	Iteration 24Q: 3 clusters Score -458147.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -458157.531250 Penalty: 820.811462
	Iteration 25Q: 3 clusters Score -458157.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -458174.812500 Penalty: 820.811462
	Iteration 26Q: 3 clusters Score -458174.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -458195.000000 Penalty: 820.811462
	Iteration 27Q: 3 clusters Score -458195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -458218.218750 Penalty: 820.811462
	Iteration 28Q: 3 clusters Score -458218.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -458253.625000 Penalty: 820.811462
	Iteration 29Q: 3 clusters Score -458253.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -458281.375000 Penalty: 820.811462
	Iteration 30Q: 3 clusters Score -458281.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -458292.500000 Penalty: 820.811462
	Iteration 31Q: 3 clusters Score -458292.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -458296.218750 Penalty: 820.811462
	Iteration 32Q: 3 clusters Score -458296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -458297.625000 Penalty: 820.811462
	Iteration 33Q: 3 clusters Score -458297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -458297.750000 Penalty: 820.811462
	Iteration 34Q: 3 clusters Score -458297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -458298.218750 Penalty: 820.811462
	Iteration 35Q: 3 clusters Score -458298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -458299.375000 Penalty: 820.811462
	Iteration 36Q: 3 clusters Score -458299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -458300.187500 Penalty: 820.811462
	Iteration 37Q: 3 clusters Score -458300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -458301.218750 Penalty: 820.811462
	Iteration 38Q: 3 clusters Score -458301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -458301.843750 Penalty: 820.811462
	Iteration 39Q: 3 clusters Score -458301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -458302.625000 Penalty: 820.811462
	Iteration 40F: 3 clusters Score -458302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145168.750000 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -143456.828125 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143456.8 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -144011.531250 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -144011.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -144095.562500 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144095.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -144171.859375 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -144171.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -144252.562500 Penalty: 708.689514
	Iteration 4F: 3 clusters Score -144252.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -144356.828125 Penalty: 708.689514
	Iteration 5F: 3 clusters Score -144356.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -144507.500000 Penalty: 708.689514
	Iteration 6F: 3 clusters Score -144507.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -144656.000000 Penalty: 708.689514
	Iteration 7F: 3 clusters Score -144656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -144756.390625 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144756.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -144810.843750 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144810.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -144839.421875 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144839.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -144857.796875 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -144867.687500 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144867.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -144873.296875 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144873.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -144876.812500 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -144879.515625 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -144882.640625 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -144883.281250 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144883.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -144884.890625 Penalty: 708.689514
	Iteration 18F: 3 clusters Score -144884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -144887.671875 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -144888.609375 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Entering Unmasked Estep 
Score: -1273993.625000 Penalty: 453.591370
	Iteration 0F: 2 clusters Score -1273994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1259890.250000 Penalty: 907.182739
	Iteration 0F: 3 clusters Score -1259890 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1266806.625000 Penalty: 907.182739
	Iteration 1F: 3 clusters Score -1266807 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1268158.875000 Penalty: 907.182739
	Iteration 2F: 3 clusters Score -1268159 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1269277.625000 Penalty: 907.182739
	Iteration 3F: 3 clusters Score -1269278 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1269859.375000 Penalty: 907.182739
	Iteration 4F: 3 clusters Score -1269859 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1270185.500000 Penalty: 907.182739
	Iteration 5Q: 3 clusters Score -1270186 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1270387.375000 Penalty: 907.182739
	Iteration 6Q: 3 clusters Score -1270387 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1270543.750000 Penalty: 907.182739
	Iteration 7Q: 3 clusters Score -1270544 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1270662.625000 Penalty: 907.182739
	Iteration 8Q: 3 clusters Score -1270663 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1270758.250000 Penalty: 907.182739
	Iteration 9Q: 3 clusters Score -1270758 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1270830.250000 Penalty: 907.182739
	Iteration 10Q: 3 clusters Score -1270830 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1270892.125000 Penalty: 907.182739
	Iteration 11Q: 3 clusters Score -1270892 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1270952.125000 Penalty: 907.182739
	Iteration 12Q: 3 clusters Score -1270952 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1271014.625000 Penalty: 907.182739
	Iteration 13Q: 3 clusters Score -1271015 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1271081.875000 Penalty: 907.182739
	Iteration 14Q: 3 clusters Score -1271082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1271164.000000 Penalty: 907.182739
	Iteration 15Q: 3 clusters Score -1271164 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1271243.125000 Penalty: 907.182739
	Iteration 16Q: 3 clusters Score -1271243 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1271328.500000 Penalty: 907.182739
	Iteration 17Q: 3 clusters Score -1271328 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1271419.750000 Penalty: 907.182739
	Iteration 18Q: 3 clusters Score -1271420 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1271495.500000 Penalty: 907.182739
	Iteration 19Q: 3 clusters Score -1271496 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1271583.375000 Penalty: 907.182739
	Iteration 20F: 3 clusters Score -1271583 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1271672.250000 Penalty: 907.182739
	Iteration 21Q: 3 clusters Score -1271672 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1271770.750000 Penalty: 907.182739
	Iteration 22Q: 3 clusters Score -1271771 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1271894.875000 Penalty: 907.182739
	Iteration 23Q: 3 clusters Score -1271895 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1272022.125000 Penalty: 907.182739
	Iteration 24Q: 3 clusters Score -1272022 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1272147.250000 Penalty: 907.182739
	Iteration 25Q: 3 clusters Score -1272147 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1272262.250000 Penalty: 907.182739
	Iteration 26Q: 3 clusters Score -1272262 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1272383.875000 Penalty: 907.182739
	Iteration 27Q: 3 clusters Score -1272384 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1272539.375000 Penalty: 907.182739
	Iteration 28Q: 3 clusters Score -1272539 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1272694.000000 Penalty: 907.182739
	Iteration 29Q: 3 clusters Score -1272694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1272818.250000 Penalty: 907.182739
	Iteration 30Q: 3 clusters Score -1272818 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1272921.250000 Penalty: 907.182739
	Iteration 31Q: 3 clusters Score -1272921 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1273023.375000 Penalty: 907.182739
	Iteration 32Q: 3 clusters Score -1273023 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1273116.750000 Penalty: 907.182739
	Iteration 33Q: 3 clusters Score -1273117 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1273221.125000 Penalty: 907.182739
	Iteration 34Q: 3 clusters Score -1273221 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1273301.125000 Penalty: 907.182739
	Iteration 35Q: 3 clusters Score -1273301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1273370.500000 Penalty: 907.182739
	Iteration 36Q: 3 clusters Score -1273370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1273435.625000 Penalty: 907.182739
	Iteration 37Q: 3 clusters Score -1273436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1273476.875000 Penalty: 907.182739
	Iteration 38Q: 3 clusters Score -1273477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1273516.375000 Penalty: 907.182739
	Iteration 39Q: 3 clusters Score -1273516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1273554.875000 Penalty: 907.182739
	Iteration 40F: 3 clusters Score -1273555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1273584.875000 Penalty: 907.182739
	Iteration 41Q: 3 clusters Score -1273585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1273601.875000 Penalty: 907.182739
	Iteration 42Q: 3 clusters Score -1273602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1273618.500000 Penalty: 907.182739
	Iteration 43Q: 3 clusters Score -1273618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1273630.250000 Penalty: 907.182739
	Iteration 44Q: 3 clusters Score -1273630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1273631.750000 Penalty: 907.182739
	Iteration 45Q: 3 clusters Score -1273632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1273638.625000 Penalty: 907.182739
	Iteration 46Q: 3 clusters Score -1273639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1273645.125000 Penalty: 907.182739
	Iteration 47Q: 3 clusters Score -1273645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1273649.875000 Penalty: 907.182739
	Iteration 48Q: 3 clusters Score -1273650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1273652.375000 Penalty: 907.182739
	Iteration 49Q: 3 clusters Score -1273652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1273658.000000 Penalty: 907.182739
	Iteration 50Q: 3 clusters Score -1273658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1273660.125000 Penalty: 907.182739
	Iteration 51Q: 3 clusters Score -1273660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1273663.375000 Penalty: 907.182739
	Iteration 52Q: 3 clusters Score -1273663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1273667.250000 Penalty: 907.182739
	Iteration 53Q: 3 clusters Score -1273667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1273666.375000 Penalty: 907.182739
	Iteration 54Q: 3 clusters Score -1273666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1273666.875000 Penalty: 907.182739
	Iteration 55Q: 3 clusters Score -1273667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1273666.875000 Penalty: 907.182739
	Iteration 56F: 3 clusters Score -1273667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Entering Unmasked Estep 
Score: -1415161.250000 Penalty: 442.466614
	Iteration 0F: 2 clusters Score -1415161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1406471.625000 Penalty: 884.933228
	Iteration 0F: 3 clusters Score -1406472 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1411051.000000 Penalty: 884.933228
	Iteration 1F: 3 clusters Score -1411051 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1411329.625000 Penalty: 884.933228
	Iteration 2F: 3 clusters Score -1411330 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1411628.500000 Penalty: 884.933228
	Iteration 3F: 3 clusters Score -1411628 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1411942.750000 Penalty: 884.933228
	Iteration 4F: 3 clusters Score -1411943 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1412265.625000 Penalty: 884.933228
	Iteration 5F: 3 clusters Score -1412266 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1412624.375000 Penalty: 884.933228
	Iteration 6Q: 3 clusters Score -1412624 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1413027.000000 Penalty: 884.933228
	Iteration 7Q: 3 clusters Score -1413027 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1413476.625000 Penalty: 884.933228
	Iteration 8F: 3 clusters Score -1413477 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1413825.375000 Penalty: 884.933228
	Iteration 9Q: 3 clusters Score -1413825 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1414012.250000 Penalty: 884.933228
	Iteration 10Q: 3 clusters Score -1414012 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1414119.500000 Penalty: 884.933228
	Iteration 11Q: 3 clusters Score -1414120 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1414157.250000 Penalty: 884.933228
	Iteration 12Q: 3 clusters Score -1414157 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1414192.750000 Penalty: 884.933228
	Iteration 13Q: 3 clusters Score -1414193 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1414214.875000 Penalty: 884.933228
	Iteration 14Q: 3 clusters Score -1414215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1414234.500000 Penalty: 884.933228
	Iteration 15Q: 3 clusters Score -1414234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1414248.375000 Penalty: 884.933228
	Iteration 16Q: 3 clusters Score -1414248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1414260.250000 Penalty: 884.933228
	Iteration 17Q: 3 clusters Score -1414260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1414272.750000 Penalty: 884.933228
	Iteration 18Q: 3 clusters Score -1414273 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1414282.125000 Penalty: 884.933228
	Iteration 19Q: 3 clusters Score -1414282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1414288.250000 Penalty: 884.933228
	Iteration 20F: 3 clusters Score -1414288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1414296.875000 Penalty: 884.933228
	Iteration 21Q: 3 clusters Score -1414297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1414301.125000 Penalty: 884.933228
	Iteration 22Q: 3 clusters Score -1414301 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1414308.250000 Penalty: 884.933228
	Iteration 23Q: 3 clusters Score -1414308 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1414322.250000 Penalty: 884.933228
	Iteration 24Q: 3 clusters Score -1414322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1414325.750000 Penalty: 884.933228
	Iteration 25Q: 3 clusters Score -1414326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1414333.750000 Penalty: 884.933228
	Iteration 26Q: 3 clusters Score -1414334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1414341.125000 Penalty: 884.933228
	Iteration 27Q: 3 clusters Score -1414341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1414354.125000 Penalty: 884.933228
	Iteration 28Q: 3 clusters Score -1414354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1414361.875000 Penalty: 884.933228
	Iteration 29Q: 3 clusters Score -1414362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1414370.125000 Penalty: 884.933228
	Iteration 30Q: 3 clusters Score -1414370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1414380.875000 Penalty: 884.933228
	Iteration 31Q: 3 clusters Score -1414381 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1414391.750000 Penalty: 884.933228
	Iteration 32Q: 3 clusters Score -1414392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1414405.875000 Penalty: 884.933228
	Iteration 33Q: 3 clusters Score -1414406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1414412.750000 Penalty: 884.933228
	Iteration 34Q: 3 clusters Score -1414413 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1414416.750000 Penalty: 884.933228
	Iteration 35Q: 3 clusters Score -1414417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1414421.375000 Penalty: 884.933228
	Iteration 36Q: 3 clusters Score -1414421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1414425.625000 Penalty: 884.933228
	Iteration 37Q: 3 clusters Score -1414426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1414432.000000 Penalty: 884.933228
	Iteration 38Q: 3 clusters Score -1414432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1414432.375000 Penalty: 884.933228
	Iteration 39Q: 3 clusters Score -1414432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1414433.375000 Penalty: 884.933228
	Iteration 40F: 3 clusters Score -1414433 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1414435.000000 Penalty: 884.933228
	Iteration 41Q: 3 clusters Score -1414435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1414445.625000 Penalty: 884.933228
	Iteration 42Q: 3 clusters Score -1414446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1414449.250000 Penalty: 884.933228
	Iteration 43Q: 3 clusters Score -1414449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1414450.750000 Penalty: 884.933228
	Iteration 44Q: 3 clusters Score -1414451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1414456.375000 Penalty: 884.933228
	Iteration 45Q: 3 clusters Score -1414456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1414454.750000 Penalty: 884.933228
	Iteration 46Q: 3 clusters Score -1414455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1414462.750000 Penalty: 884.933228
	Iteration 47Q: 3 clusters Score -1414463 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1414468.375000 Penalty: 884.933228
	Iteration 48Q: 3 clusters Score -1414468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1414471.625000 Penalty: 884.933228
	Iteration 49Q: 3 clusters Score -1414472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1414474.250000 Penalty: 884.933228
	Iteration 50Q: 3 clusters Score -1414474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1414477.500000 Penalty: 884.933228
	Iteration 51Q: 3 clusters Score -1414478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1414488.500000 Penalty: 884.933228
	Iteration 52Q: 3 clusters Score -1414488 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1414490.625000 Penalty: 884.933228
	Iteration 53Q: 3 clusters Score -1414491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1414497.750000 Penalty: 884.933228
	Iteration 54Q: 3 clusters Score -1414498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1414499.875000 Penalty: 884.933228
	Iteration 55Q: 3 clusters Score -1414500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1414502.250000 Penalty: 884.933228
	Iteration 56Q: 3 clusters Score -1414502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1414505.250000 Penalty: 884.933228
	Iteration 57Q: 3 clusters Score -1414505 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1414515.750000 Penalty: 884.933228
	Iteration 58Q: 3 clusters Score -1414516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1414516.375000 Penalty: 884.933228
	Iteration 59Q: 3 clusters Score -1414516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1414518.625000 Penalty: 884.933228
	Iteration 60F: 3 clusters Score -1414519 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1414516.000000 Penalty: 884.933228
	Iteration 61Q: 3 clusters Score -1414516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1414524.625000 Penalty: 884.933228
	Iteration 62Q: 3 clusters Score -1414525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1414532.500000 Penalty: 884.933228
	Iteration 63Q: 3 clusters Score -1414532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1414537.500000 Penalty: 884.933228
	Iteration 64Q: 3 clusters Score -1414538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1414536.625000 Penalty: 884.933228
	Iteration 65Q: 3 clusters Score -1414537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1414539.875000 Penalty: 884.933228
	Iteration 66Q: 3 clusters Score -1414540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1414541.000000 Penalty: 884.933228
	Iteration 67Q: 3 clusters Score -1414541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1414541.875000 Penalty: 884.933228
	Iteration 68Q: 3 clusters Score -1414542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1414548.500000 Penalty: 884.933228
	Iteration 69Q: 3 clusters Score -1414548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1414553.750000 Penalty: 884.933228
	Iteration 70Q: 3 clusters Score -1414554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1414556.500000 Penalty: 884.933228
	Iteration 71Q: 3 clusters Score -1414556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1414556.875000 Penalty: 884.933228
	Iteration 72Q: 3 clusters Score -1414557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1414562.125000 Penalty: 884.933228
	Iteration 73Q: 3 clusters Score -1414562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1414564.875000 Penalty: 884.933228
	Iteration 74Q: 3 clusters Score -1414565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1414569.625000 Penalty: 884.933228
	Iteration 75Q: 3 clusters Score -1414570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1414576.375000 Penalty: 884.933228
	Iteration 76Q: 3 clusters Score -1414576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1414577.250000 Penalty: 884.933228
	Iteration 77Q: 3 clusters Score -1414577 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1414583.250000 Penalty: 884.933228
	Iteration 78Q: 3 clusters Score -1414583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1414587.250000 Penalty: 884.933228
	Iteration 79Q: 3 clusters Score -1414587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1414593.500000 Penalty: 884.933228
	Iteration 80F: 3 clusters Score -1414594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1414598.375000 Penalty: 884.933228
	Iteration 81Q: 3 clusters Score -1414598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1414602.125000 Penalty: 884.933228
	Iteration 82Q: 3 clusters Score -1414602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1414605.250000 Penalty: 884.933228
	Iteration 83Q: 3 clusters Score -1414605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1414606.500000 Penalty: 884.933228
	Iteration 84Q: 3 clusters Score -1414606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
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	Iteration 85Q: 3 clusters Score -1414607 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 6757 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9977 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9979 members 
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Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 6732 members 
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	Iteration 89Q: 3 clusters Score -1414607 nChanged 37
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Mstep: Class 1 contains 10004 members 
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	Iteration 90Q: 3 clusters Score -1414608 nChanged 51
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Mstep: Class 1 contains 10021 members 
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	Iteration 91Q: 3 clusters Score -1414613 nChanged 50
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Mstep: Class 1 contains 10039 members 
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	Iteration 92Q: 3 clusters Score -1414619 nChanged 46
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Mstep: Class 1 contains 10055 members 
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	Iteration 93Q: 3 clusters Score -1414622 nChanged 41
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	Iteration 94Q: 3 clusters Score -1414623 nChanged 32
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Mstep: Class 1 contains 10068 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1414625 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10086 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1414626 nChanged 18
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Mstep: Class 1 contains 10104 members 
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	Iteration 97Q: 3 clusters Score -1414628 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1414630 nChanged 16
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Mstep: Class 1 contains 10134 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1414628 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1414628 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1414625 nChanged 6
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Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1414628 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1414628 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1414631 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1414628 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1414628 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1414631 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1414630 nChanged 7
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Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1414629 nChanged 6
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Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1414630 nChanged 5
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Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1414630 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1414630 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1414630 nChanged 4
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Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1414631 nChanged 8
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	Iteration 115Q: 3 clusters Score -1414630 nChanged 12
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	Iteration 116Q: 3 clusters Score -1414634 nChanged 12
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	Iteration 117Q: 3 clusters Score -1414634 nChanged 15
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	Iteration 118Q: 3 clusters Score -1414634 nChanged 25
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	Iteration 119Q: 3 clusters Score -1414628 nChanged 28
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	Iteration 120F: 3 clusters Score -1414631 nChanged 32
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	Iteration 121Q: 3 clusters Score -1414626 nChanged 23
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	Iteration 122Q: 3 clusters Score -1414625 nChanged 16
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1414627 nChanged 10
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	Iteration 124Q: 3 clusters Score -1414626 nChanged 7
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	Iteration 125Q: 3 clusters Score -1414626 nChanged 9
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Mstep: Class 1 contains 10092 members 
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	Iteration 126Q: 3 clusters Score -1414627 nChanged 13
Entering Unmasked Mstep 
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	Iteration 127Q: 3 clusters Score -1414623 nChanged 12
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	Iteration 128Q: 3 clusters Score -1414623 nChanged 13
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Mstep: Class 1 contains 10082 members 
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	Iteration 129Q: 3 clusters Score -1414624 nChanged 11
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Mstep: Class 1 contains 10077 members 
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	Iteration 130Q: 3 clusters Score -1414624 nChanged 16
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Mstep: Class 1 contains 10073 members 
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	Iteration 131Q: 3 clusters Score -1414626 nChanged 15
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1414622 nChanged 17
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	Iteration 133Q: 3 clusters Score -1414623 nChanged 17
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	Iteration 134Q: 3 clusters Score -1414626 nChanged 12
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	Iteration 135Q: 3 clusters Score -1414626 nChanged 18
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	Iteration 136Q: 3 clusters Score -1414625 nChanged 20
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	Iteration 137Q: 3 clusters Score -1414627 nChanged 17
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	Iteration 138Q: 3 clusters Score -1414627 nChanged 24
Entering Unmasked Mstep 
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	Iteration 139Q: 3 clusters Score -1414629 nChanged 26
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	Iteration 140F: 3 clusters Score -1414627 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9998 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1414626 nChanged 20
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Entering Unmasked Mstep 
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	Iteration 143Q: 3 clusters Score -1414628 nChanged 12
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	Iteration 144Q: 3 clusters Score -1414628 nChanged 19
Entering Unmasked Mstep 
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	Iteration 145Q: 3 clusters Score -1414625 nChanged 14
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	Iteration 146Q: 3 clusters Score -1414624 nChanged 18
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	Iteration 147Q: 3 clusters Score -1414623 nChanged 23
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1414620 nChanged 19
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	Iteration 149Q: 3 clusters Score -1414622 nChanged 17
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	Iteration 151Q: 3 clusters Score -1414619 nChanged 25
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1414617 nChanged 35
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1414612 nChanged 35
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	Iteration 154Q: 3 clusters Score -1414609 nChanged 33
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	Iteration 155Q: 3 clusters Score -1414602 nChanged 37
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	Iteration 156Q: 3 clusters Score -1414599 nChanged 35
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1414599 nChanged 37
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1414598 nChanged 29
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	Iteration 159Q: 3 clusters Score -1414604 nChanged 29
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1414606 nChanged 26
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	Iteration 161Q: 3 clusters Score -1414605 nChanged 32
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1414604 nChanged 30
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	Iteration 163Q: 3 clusters Score -1414602 nChanged 34
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	Iteration 164Q: 3 clusters Score -1414602 nChanged 37
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	Iteration 165Q: 3 clusters Score -1414600 nChanged 43
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	Iteration 166Q: 3 clusters Score -1414603 nChanged 57
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	Iteration 167Q: 3 clusters Score -1414600 nChanged 71
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	Iteration 168Q: 3 clusters Score -1414607 nChanged 76
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	Iteration 169Q: 3 clusters Score -1414610 nChanged 89
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	Iteration 170Q: 3 clusters Score -1414610 nChanged 78
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1414616 nChanged 105
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Mstep: Class 1 contains 8979 members 
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	Iteration 173Q: 3 clusters Score -1414620 nChanged 103
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1414632 nChanged 96
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1414638 nChanged 90
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1414650 nChanged 80
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1414656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1414663.500000 Penalty: 884.933228
	Iteration 178Q: 3 clusters Score -1414664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1414686.500000 Penalty: 884.933228
	Iteration 179Q: 3 clusters Score -1414686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1414698.125000 Penalty: 884.933228
	Iteration 180F: 3 clusters Score -1414698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1414698.250000 Penalty: 884.933228
	Iteration 181Q: 3 clusters Score -1414698 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1414700.875000 Penalty: 884.933228
	Iteration 182Q: 3 clusters Score -1414701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1414707.625000 Penalty: 884.933228
	Iteration 183Q: 3 clusters Score -1414708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1414714.000000 Penalty: 884.933228
	Iteration 184Q: 3 clusters Score -1414714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1414723.125000 Penalty: 884.933228
	Iteration 185Q: 3 clusters Score -1414723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1414731.375000 Penalty: 884.933228
	Iteration 186Q: 3 clusters Score -1414731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1414738.125000 Penalty: 884.933228
	Iteration 187Q: 3 clusters Score -1414738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1414739.500000 Penalty: 884.933228
	Iteration 188Q: 3 clusters Score -1414740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1414746.500000 Penalty: 884.933228
	Iteration 189Q: 3 clusters Score -1414746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1414754.375000 Penalty: 884.933228
	Iteration 190Q: 3 clusters Score -1414754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1414762.375000 Penalty: 884.933228
	Iteration 191Q: 3 clusters Score -1414762 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1414768.375000 Penalty: 884.933228
	Iteration 192Q: 3 clusters Score -1414768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1414776.250000 Penalty: 884.933228
	Iteration 193Q: 3 clusters Score -1414776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1414786.750000 Penalty: 884.933228
	Iteration 194Q: 3 clusters Score -1414787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1414793.625000 Penalty: 884.933228
	Iteration 195Q: 3 clusters Score -1414794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1414800.125000 Penalty: 884.933228
	Iteration 196Q: 3 clusters Score -1414800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1414805.375000 Penalty: 884.933228
	Iteration 197Q: 3 clusters Score -1414805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1414809.000000 Penalty: 884.933228
	Iteration 198Q: 3 clusters Score -1414809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1414812.375000 Penalty: 884.933228
	Iteration 199Q: 3 clusters Score -1414812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1414809.125000 Penalty: 884.933228
	Iteration 200F: 3 clusters Score -1414809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1414812.250000 Penalty: 884.933228
	Iteration 201Q: 3 clusters Score -1414812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1414819.500000 Penalty: 884.933228
	Iteration 202Q: 3 clusters Score -1414820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1414818.250000 Penalty: 884.933228
	Iteration 203Q: 3 clusters Score -1414818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1414823.750000 Penalty: 884.933228
	Iteration 204Q: 3 clusters Score -1414824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1414829.250000 Penalty: 884.933228
	Iteration 205Q: 3 clusters Score -1414829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1414832.000000 Penalty: 884.933228
	Iteration 206Q: 3 clusters Score -1414832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1414828.250000 Penalty: 884.933228
	Iteration 207Q: 3 clusters Score -1414828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1414828.625000 Penalty: 884.933228
	Iteration 208Q: 3 clusters Score -1414829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1414834.125000 Penalty: 884.933228
	Iteration 209Q: 3 clusters Score -1414834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1414830.875000 Penalty: 884.933228
	Iteration 210Q: 3 clusters Score -1414831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1414833.125000 Penalty: 884.933228
	Iteration 211Q: 3 clusters Score -1414833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1414837.000000 Penalty: 884.933228
	Iteration 212Q: 3 clusters Score -1414837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1414834.250000 Penalty: 884.933228
	Iteration 213Q: 3 clusters Score -1414834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1414837.625000 Penalty: 884.933228
	Iteration 214Q: 3 clusters Score -1414838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1414840.750000 Penalty: 884.933228
	Iteration 215Q: 3 clusters Score -1414841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1414838.625000 Penalty: 884.933228
	Iteration 216Q: 3 clusters Score -1414839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1414836.500000 Penalty: 884.933228
	Iteration 217Q: 3 clusters Score -1414836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1414838.750000 Penalty: 884.933228
	Iteration 218Q: 3 clusters Score -1414839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1414842.125000 Penalty: 884.933228
	Iteration 219Q: 3 clusters Score -1414842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1414838.625000 Penalty: 884.933228
	Iteration 220F: 3 clusters Score -1414839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1414841.500000 Penalty: 884.933228
	Iteration 221Q: 3 clusters Score -1414842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1414844.750000 Penalty: 884.933228
	Iteration 222Q: 3 clusters Score -1414845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1414839.250000 Penalty: 884.933228
	Iteration 223Q: 3 clusters Score -1414839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1414840.625000 Penalty: 884.933228
	Iteration 224Q: 3 clusters Score -1414841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1414837.125000 Penalty: 884.933228
	Iteration 225Q: 3 clusters Score -1414837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1414840.875000 Penalty: 884.933228
	Iteration 226Q: 3 clusters Score -1414841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1414843.625000 Penalty: 884.933228
	Iteration 227Q: 3 clusters Score -1414844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1414841.750000 Penalty: 884.933228
	Iteration 228Q: 3 clusters Score -1414842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1414840.750000 Penalty: 884.933228
	Iteration 229Q: 3 clusters Score -1414841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1414842.500000 Penalty: 884.933228
	Iteration 230Q: 3 clusters Score -1414842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1414842.125000 Penalty: 884.933228
	Iteration 231Q: 3 clusters Score -1414842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1414842.125000 Penalty: 884.933228
	Iteration 232Q: 3 clusters Score -1414842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1414843.625000 Penalty: 884.933228
	Iteration 233Q: 3 clusters Score -1414844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1414841.875000 Penalty: 884.933228
	Iteration 234Q: 3 clusters Score -1414842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1414842.625000 Penalty: 884.933228
	Iteration 235Q: 3 clusters Score -1414843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1414841.500000 Penalty: 884.933228
	Iteration 236Q: 3 clusters Score -1414842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1414840.000000 Penalty: 884.933228
	Iteration 237Q: 3 clusters Score -1414840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1414840.500000 Penalty: 884.933228
	Iteration 238Q: 3 clusters Score -1414840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1414839.750000 Penalty: 884.933228
	Iteration 239Q: 3 clusters Score -1414840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1414839.750000 Penalty: 884.933228
	Iteration 240F: 3 clusters Score -1414840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -21419.238281 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -21419.24 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 176 members 
Entering Unmasked Estep 
Score: -21035.529297 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -21035.53 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21168.820312 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -21168.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21248.783203 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -21248.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21319.433594 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -21319.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21424.876953 Penalty: 531.498352
	Iteration 4F: 3 clusters Score -21424.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21467.603516 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -21467.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21496.685547 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -21496.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21526.859375 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -21526.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21538.058594 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -21538.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21542.992188 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -21542.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21542.992188 Penalty: 531.498352
	Iteration 10F: 3 clusters Score -21542.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 113 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108753.000000 Penalty: 55666.703125
Splitting cluster 12 changes total score from -14108926.000000 to -14108753.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -8468.423828 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -8468.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8240.816406 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -8240.816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8276.291992 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -8276.292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8284.834961 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -8284.835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8289.331055 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -8289.331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8293.310547 Penalty: 430.994049
	Iteration 4Q: 3 clusters Score -8293.311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8301.729492 Penalty: 430.994049
	Iteration 5Q: 3 clusters Score -8301.729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8308.420898 Penalty: 430.994049
	Iteration 6Q: 3 clusters Score -8308.421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8309.893555 Penalty: 430.994049
	Iteration 7Q: 3 clusters Score -8309.894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8309.893555 Penalty: 430.994049
	Iteration 8F: 3 clusters Score -8309.894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9896.239258 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9896.239 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 81 members 
Entering Unmasked Estep 
Score: -9637.605469 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9637.605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9695.565430 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9695.565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9734.352539 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9734.353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9740.834961 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9740.835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9745.211914 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9745.212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9747.400391 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9748.683594 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -9748.684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9749.727539 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -9749.728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9749.727539 Penalty: 469.474030
	Iteration 8F: 3 clusters Score -9749.728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -17418.582031 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -17418.58 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 151 members 
Entering Unmasked Estep 
Score: -17076.121094 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -17076.12 nChanged 96
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: -17179.312500 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -17179.31 nChanged 26
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: -17217.585938 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -17217.59 nChanged 17
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: -17245.619141 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -17245.62 nChanged 15
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: -17258.466797 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -17258.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17266.523438 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -17266.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17272.523438 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -17272.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17281.759766 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -17281.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17296.339844 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -17296.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17301.277344 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -17301.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17303.742188 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -17303.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17305.890625 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -17305.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17309.035156 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -17309.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17313.738281 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -17313.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17314.363281 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -17314.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17314.363281 Penalty: 522.321167
	Iteration 15F: 3 clusters Score -17314.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -30921.044922 Penalty: 294.562042
	Iteration 0F: 2 clusters Score -30921.04 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 338 members 
Entering Unmasked Estep 
Score: -30338.535156 Penalty: 589.124084
	Iteration 0F: 3 clusters Score -30338.54 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30536.523438 Penalty: 589.124084
	Iteration 1F: 3 clusters Score -30536.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -30585.568359 Penalty: 589.124084
	Iteration 2F: 3 clusters Score -30585.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30607.519531 Penalty: 589.124084
	Iteration 3F: 3 clusters Score -30607.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -30627.787109 Penalty: 589.124084
	Iteration 4Q: 3 clusters Score -30627.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -30640.572266 Penalty: 589.124084
	Iteration 5Q: 3 clusters Score -30640.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -30652.039062 Penalty: 589.124084
	Iteration 6Q: 3 clusters Score -30652.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -30660.949219 Penalty: 589.124084
	Iteration 7Q: 3 clusters Score -30660.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -30669.205078 Penalty: 589.124084
	Iteration 8Q: 3 clusters Score -30669.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -30677.589844 Penalty: 589.124084
	Iteration 9Q: 3 clusters Score -30677.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -30684.351562 Penalty: 589.124084
	Iteration 10Q: 3 clusters Score -30684.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30693.769531 Penalty: 589.124084
	Iteration 11Q: 3 clusters Score -30693.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -30698.371094 Penalty: 589.124084
	Iteration 12Q: 3 clusters Score -30698.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -30705.142578 Penalty: 589.124084
	Iteration 13Q: 3 clusters Score -30705.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -30710.216797 Penalty: 589.124084
	Iteration 14Q: 3 clusters Score -30710.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -30714.953125 Penalty: 589.124084
	Iteration 15Q: 3 clusters Score -30714.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30717.611328 Penalty: 589.124084
	Iteration 16Q: 3 clusters Score -30717.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -30718.078125 Penalty: 589.124084
	Iteration 17Q: 3 clusters Score -30718.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -30718.416016 Penalty: 589.124084
	Iteration 18Q: 3 clusters Score -30718.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -30718.416016 Penalty: 589.124084
	Iteration 19F: 3 clusters Score -30718.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -33954.804688 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -33954.8 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 285 members 
Entering Unmasked Estep 
Score: -33441.371094 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -33441.37 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33623.101562 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -33623.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33697.550781 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -33697.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33739.917969 Penalty: 574.697571
	Iteration 3F: 3 clusters Score -33739.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33763.046875 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -33763.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33797.566406 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -33797.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33811.253906 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -33811.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33822.371094 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -33822.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33832.714844 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -33832.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33839.464844 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -33839.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33844.800781 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -33844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33846.371094 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -33846.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33846.644531 Penalty: 574.697571
	Iteration 12Q: 3 clusters Score -33846.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33846.863281 Penalty: 574.697571
	Iteration 13Q: 3 clusters Score -33846.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33846.863281 Penalty: 574.697571
	Iteration 14F: 3 clusters Score -33846.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -8335.803711 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8335.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8096.620117 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8096.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8142.657715 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8142.658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8151.769043 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -8151.769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8154.733887 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -8154.734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8155.708984 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -8155.709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8157.293945 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -8157.294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8158.609375 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -8158.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8158.609375 Penalty: 448.380096
	Iteration 7F: 3 clusters Score -8158.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19106.580078 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -19106.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18686.404297 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -18686.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18799.021484 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -18799.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18837.167969 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -18837.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18852.919922 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -18852.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18862.191406 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -18862.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18870.974609 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -18870.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18882.273438 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -18882.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18890.484375 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -18890.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18903.576172 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -18903.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18913.464844 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -18913.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18919.056641 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -18919.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18923.324219 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -18923.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18929.212891 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -18929.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18933.341797 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -18933.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18934.851562 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -18934.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18936.603516 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -18936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18937.591797 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -18937.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18938.439453 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -18938.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18938.439453 Penalty: 537.387939
	Iteration 18F: 3 clusters Score -18938.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2301.643066 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2301.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2152.190674 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2152.191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2159.803955 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2159.804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2169.742188 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2169.742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2169.742188 Penalty: 362.997559
	Iteration 3F: 3 clusters Score -2169.742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -59415.371094 Penalty: 317.593445
	Iteration 0F: 2 clusters Score -59415.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58597.894531 Penalty: 635.186890
	Iteration 0F: 3 clusters Score -58597.89 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58851.527344 Penalty: 635.186890
	Iteration 1F: 3 clusters Score -58851.53 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58909.574219 Penalty: 635.186890
	Iteration 2F: 3 clusters Score -58909.57 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58965.894531 Penalty: 635.186890
	Iteration 3F: 3 clusters Score -58965.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59002.652344 Penalty: 635.186890
	Iteration 4F: 3 clusters Score -59002.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59036.800781 Penalty: 635.186890
	Iteration 5F: 3 clusters Score -59036.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -59074.039062 Penalty: 635.186890
	Iteration 6Q: 3 clusters Score -59074.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59118.910156 Penalty: 635.186890
	Iteration 7F: 3 clusters Score -59118.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59143.593750 Penalty: 635.186890
	Iteration 8Q: 3 clusters Score -59143.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59158.933594 Penalty: 635.186890
	Iteration 9Q: 3 clusters Score -59158.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59172.765625 Penalty: 635.186890
	Iteration 10Q: 3 clusters Score -59172.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59186.042969 Penalty: 635.186890
	Iteration 11Q: 3 clusters Score -59186.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59202.792969 Penalty: 635.186890
	Iteration 12Q: 3 clusters Score -59202.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59210.640625 Penalty: 635.186890
	Iteration 13Q: 3 clusters Score -59210.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59218.890625 Penalty: 635.186890
	Iteration 14Q: 3 clusters Score -59218.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59224.351562 Penalty: 635.186890
	Iteration 15Q: 3 clusters Score -59224.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59228.929688 Penalty: 635.186890
	Iteration 16Q: 3 clusters Score -59228.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59230.007812 Penalty: 635.186890
	Iteration 17Q: 3 clusters Score -59230.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59231.605469 Penalty: 635.186890
	Iteration 18Q: 3 clusters Score -59231.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59232.957031 Penalty: 635.186890
	Iteration 19Q: 3 clusters Score -59232.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59233.128906 Penalty: 635.186890
	Iteration 20F: 3 clusters Score -59233.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -11200.574219 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -11200.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10921.873047 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -10921.87 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11044.667969 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -11044.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11075.875977 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -11075.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11088.176758 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -11088.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11096.294922 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -11096.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11097.076172 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -11097.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11097.076172 Penalty: 496.044495
	Iteration 6F: 3 clusters Score -11097.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -175839.468750 Penalty: 359.529510
	Iteration 0F: 2 clusters Score -175839.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -173936.921875 Penalty: 719.059021
	Iteration 0F: 3 clusters Score -173936.9 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -174577.953125 Penalty: 719.059021
	Iteration 1F: 3 clusters Score -174578 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -174645.468750 Penalty: 719.059021
	Iteration 2F: 3 clusters Score -174645.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -174711.484375 Penalty: 719.059021
	Iteration 3F: 3 clusters Score -174711.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -174800.296875 Penalty: 719.059021
	Iteration 4F: 3 clusters Score -174800.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -174905.046875 Penalty: 719.059021
	Iteration 5F: 3 clusters Score -174905 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -175021.640625 Penalty: 719.059021
	Iteration 6F: 3 clusters Score -175021.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -175124.562500 Penalty: 719.059021
	Iteration 7F: 3 clusters Score -175124.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -175225.343750 Penalty: 719.059021
	Iteration 8Q: 3 clusters Score -175225.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -175325.984375 Penalty: 719.059021
	Iteration 9Q: 3 clusters Score -175326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -175399.546875 Penalty: 719.059021
	Iteration 10Q: 3 clusters Score -175399.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -175436.640625 Penalty: 719.059021
	Iteration 11Q: 3 clusters Score -175436.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -175451.687500 Penalty: 719.059021
	Iteration 12Q: 3 clusters Score -175451.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -175464.218750 Penalty: 719.059021
	Iteration 13Q: 3 clusters Score -175464.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -175471.609375 Penalty: 719.059021
	Iteration 14Q: 3 clusters Score -175471.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -175479.843750 Penalty: 719.059021
	Iteration 15Q: 3 clusters Score -175479.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -175483.531250 Penalty: 719.059021
	Iteration 16Q: 3 clusters Score -175483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -175484.843750 Penalty: 719.059021
	Iteration 17Q: 3 clusters Score -175484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -175487.812500 Penalty: 719.059021
	Iteration 18Q: 3 clusters Score -175487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -175488.406250 Penalty: 719.059021
	Iteration 19Q: 3 clusters Score -175488.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -175490.937500 Penalty: 719.059021
	Iteration 20F: 3 clusters Score -175490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -175494.109375 Penalty: 719.059021
	Iteration 21Q: 3 clusters Score -175494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -175495.031250 Penalty: 719.059021
	Iteration 22Q: 3 clusters Score -175495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -175495.484375 Penalty: 719.059021
	Iteration 23Q: 3 clusters Score -175495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -175495.484375 Penalty: 719.059021
	Iteration 24F: 3 clusters Score -175495.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -14144.398438 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -14144.4 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 148 members 
Entering Unmasked Estep 
Score: -13816.339844 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13816.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13947.715820 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13947.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13997.440430 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13997.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14016.605469 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -14016.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14024.065430 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -14024.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14030.179688 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -14030.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14040.150391 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -14040.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14044.310547 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -14044.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14045.840820 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -14045.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14050.472656 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -14050.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14060.266602 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -14060.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14067.051758 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -14067.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14073.518555 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -14073.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14079.937500 Penalty: 514.695251
	Iteration 13Q: 3 clusters Score -14079.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14080.570312 Penalty: 514.695251
	Iteration 14Q: 3 clusters Score -14080.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14080.807617 Penalty: 514.695251
	Iteration 15Q: 3 clusters Score -14080.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14081.392578 Penalty: 514.695251
	Iteration 16F: 3 clusters Score -14081.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14089.283203 Penalty: 514.695251
	Iteration 17Q: 3 clusters Score -14089.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14127.467773 Penalty: 514.695251
	Iteration 18Q: 3 clusters Score -14127.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14153.710938 Penalty: 514.695251
	Iteration 19Q: 3 clusters Score -14153.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14167.711914 Penalty: 514.695251
	Iteration 20F: 3 clusters Score -14167.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14172.783203 Penalty: 514.695251
	Iteration 21Q: 3 clusters Score -14172.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14173.406250 Penalty: 514.695251
	Iteration 22Q: 3 clusters Score -14173.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14174.257812 Penalty: 514.695251
	Iteration 23Q: 3 clusters Score -14174.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14174.257812 Penalty: 514.695251
	Iteration 24F: 3 clusters Score -14174.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 134 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108649.000000 Penalty: 55666.703125
Splitting cluster 24 changes total score from -14108926.000000 to -14108649.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -47560.062500 Penalty: 307.281433
	Iteration 0F: 2 clusters Score -47560.06 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 416 members 
Entering Unmasked Estep 
Score: -46858.984375 Penalty: 614.562866
	Iteration 0F: 3 clusters Score -46858.98 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47134.390625 Penalty: 614.562866
	Iteration 1F: 3 clusters Score -47134.39 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47240.738281 Penalty: 614.562866
	Iteration 2F: 3 clusters Score -47240.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47314.855469 Penalty: 614.562866
	Iteration 3F: 3 clusters Score -47314.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47359.062500 Penalty: 614.562866
	Iteration 4F: 3 clusters Score -47359.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47390.421875 Penalty: 614.562866
	Iteration 5Q: 3 clusters Score -47390.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47408.652344 Penalty: 614.562866
	Iteration 6Q: 3 clusters Score -47408.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47421.273438 Penalty: 614.562866
	Iteration 7Q: 3 clusters Score -47421.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47427.523438 Penalty: 614.562866
	Iteration 8Q: 3 clusters Score -47427.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47440.101562 Penalty: 614.562866
	Iteration 9Q: 3 clusters Score -47440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47443.851562 Penalty: 614.562866
	Iteration 10Q: 3 clusters Score -47443.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47446.238281 Penalty: 614.562866
	Iteration 11Q: 3 clusters Score -47446.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -47451.816406 Penalty: 614.562866
	Iteration 12Q: 3 clusters Score -47451.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -47461.050781 Penalty: 614.562866
	Iteration 13Q: 3 clusters Score -47461.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -47463.152344 Penalty: 614.562866
	Iteration 14Q: 3 clusters Score -47463.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47463.507812 Penalty: 614.562866
	Iteration 15Q: 3 clusters Score -47463.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47463.507812 Penalty: 614.562866
	Iteration 16F: 3 clusters Score -47463.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -32074.048828 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -32074.05 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 258 members 
Entering Unmasked Estep 
Score: -31558.873047 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -31558.87 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31715.248047 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -31715.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31768.623047 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -31768.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31790.396484 Penalty: 570.659973
	Iteration 3F: 3 clusters Score -31790.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31803.494141 Penalty: 570.659973
	Iteration 4Q: 3 clusters Score -31803.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31809.898438 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -31809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31821.806641 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -31821.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31832.318359 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -31832.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31839.183594 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -31839.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31843.617188 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -31843.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31845.339844 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -31845.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31846.009766 Penalty: 570.659973
	Iteration 11Q: 3 clusters Score -31846.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31846.009766 Penalty: 570.659973
	Iteration 12F: 3 clusters Score -31846.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -119089.851562 Penalty: 345.084045
	Iteration 0F: 2 clusters Score -119089.9 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 959 members 
Entering Unmasked Estep 
Score: -117641.953125 Penalty: 690.168091
	Iteration 0F: 3 clusters Score -117642 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -118108.796875 Penalty: 690.168091
	Iteration 1F: 3 clusters Score -118108.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -118168.406250 Penalty: 690.168091
	Iteration 2F: 3 clusters Score -118168.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -118204.750000 Penalty: 690.168091
	Iteration 3Q: 3 clusters Score -118204.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -118252.312500 Penalty: 690.168091
	Iteration 4Q: 3 clusters Score -118252.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -118299.726562 Penalty: 690.168091
	Iteration 5Q: 3 clusters Score -118299.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -118364.453125 Penalty: 690.168091
	Iteration 6Q: 3 clusters Score -118364.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118431.968750 Penalty: 690.168091
	Iteration 7Q: 3 clusters Score -118432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118516.695312 Penalty: 690.168091
	Iteration 8Q: 3 clusters Score -118516.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118573.273438 Penalty: 690.168091
	Iteration 9Q: 3 clusters Score -118573.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -118610.984375 Penalty: 690.168091
	Iteration 10Q: 3 clusters Score -118611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -118630.210938 Penalty: 690.168091
	Iteration 11Q: 3 clusters Score -118630.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -118652.234375 Penalty: 690.168091
	Iteration 12Q: 3 clusters Score -118652.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -118677.515625 Penalty: 690.168091
	Iteration 13Q: 3 clusters Score -118677.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -118708.679688 Penalty: 690.168091
	Iteration 14Q: 3 clusters Score -118708.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -118730.812500 Penalty: 690.168091
	Iteration 15Q: 3 clusters Score -118730.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -118751.703125 Penalty: 690.168091
	Iteration 16Q: 3 clusters Score -118751.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -118765.632812 Penalty: 690.168091
	Iteration 17Q: 3 clusters Score -118765.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -118774.242188 Penalty: 690.168091
	Iteration 18Q: 3 clusters Score -118774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -118779.289062 Penalty: 690.168091
	Iteration 19Q: 3 clusters Score -118779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -118783.648438 Penalty: 690.168091
	Iteration 20F: 3 clusters Score -118783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -118788.929688 Penalty: 690.168091
	Iteration 21Q: 3 clusters Score -118788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -118790.046875 Penalty: 690.168091
	Iteration 22Q: 3 clusters Score -118790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -118790.007812 Penalty: 690.168091
	Iteration 23Q: 3 clusters Score -118790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -118790.007812 Penalty: 690.168091
	Iteration 24F: 3 clusters Score -118790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -41033.148438 Penalty: 296.148987
	Iteration 0F: 2 clusters Score -41033.15 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 318 members 
Entering Unmasked Estep 
Score: -40418.324219 Penalty: 592.297974
	Iteration 0F: 3 clusters Score -40418.32 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40594.179688 Penalty: 592.297974
	Iteration 1F: 3 clusters Score -40594.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40653.964844 Penalty: 592.297974
	Iteration 2F: 3 clusters Score -40653.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40677.964844 Penalty: 592.297974
	Iteration 3F: 3 clusters Score -40677.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40695.980469 Penalty: 592.297974
	Iteration 4Q: 3 clusters Score -40695.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40702.253906 Penalty: 592.297974
	Iteration 5Q: 3 clusters Score -40702.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40707.375000 Penalty: 592.297974
	Iteration 6Q: 3 clusters Score -40707.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40710.644531 Penalty: 592.297974
	Iteration 7Q: 3 clusters Score -40710.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40713.085938 Penalty: 592.297974
	Iteration 8Q: 3 clusters Score -40713.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40717.371094 Penalty: 592.297974
	Iteration 9Q: 3 clusters Score -40717.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40720.691406 Penalty: 592.297974
	Iteration 10Q: 3 clusters Score -40720.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40723.511719 Penalty: 592.297974
	Iteration 11Q: 3 clusters Score -40723.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40724.312500 Penalty: 592.297974
	Iteration 12Q: 3 clusters Score -40724.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40724.542969 Penalty: 592.297974
	Iteration 13Q: 3 clusters Score -40724.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40724.542969 Penalty: 592.297974
	Iteration 14F: 3 clusters Score -40724.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -87781.164062 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -87781.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -86651.914062 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -86651.91 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -87076.789062 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -87076.79 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -87296.585938 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -87296.59 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -87433.859375 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -87433.86 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87507.179688 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -87507.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87553.289062 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -87553.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87582.679688 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -87582.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87605.476562 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -87605.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87616.820312 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -87616.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87625.789062 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -87625.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87631.914062 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -87631.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87638.875000 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -87638.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87647.085938 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -87647.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87656.484375 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -87656.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87659.054688 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -87659.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87660.359375 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -87660.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -87661.593750 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -87661.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87662.953125 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -87662.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -87663.976562 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -87663.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87664.054688 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -87664.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87664.054688 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -87664.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -57013.343750 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -57013.34 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 366 members 
Entering Unmasked Estep 
Score: -56387.257812 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -56387.26 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56574.910156 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -56574.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56648.078125 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -56648.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56728.035156 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -56728.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56799.640625 Penalty: 599.967041
	Iteration 4F: 3 clusters Score -56799.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56833.917969 Penalty: 599.967041
	Iteration 5F: 3 clusters Score -56833.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56847.945312 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -56847.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56858.929688 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -56858.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56861.738281 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -56861.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56863.917969 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -56863.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56865.292969 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -56865.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56866.359375 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -56866.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56867.847656 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -56867.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56869.765625 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -56869.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56876.082031 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -56876.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56880.546875 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -56880.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56883.257812 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -56883.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56887.207031 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -56887.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56887.539062 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -56887.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56888.750000 Penalty: 599.967041
	Iteration 19Q: 3 clusters Score -56888.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56891.121094 Penalty: 599.967041
	Iteration 20F: 3 clusters Score -56891.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56895.253906 Penalty: 599.967041
	Iteration 21Q: 3 clusters Score -56895.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56896.894531 Penalty: 599.967041
	Iteration 22Q: 3 clusters Score -56896.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56898.652344 Penalty: 599.967041
	Iteration 23Q: 3 clusters Score -56898.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56899.093750 Penalty: 599.967041
	Iteration 24Q: 3 clusters Score -56899.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56899.410156 Penalty: 599.967041
	Iteration 25Q: 3 clusters Score -56899.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56899.410156 Penalty: 599.967041
	Iteration 26F: 3 clusters Score -56899.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -4905.244141 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -4905.244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4718.165039 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -4718.165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4748.355469 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -4748.355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4754.834961 Penalty: 391.669922
	Iteration 2Q: 3 clusters Score -4754.835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4759.903809 Penalty: 391.669922
	Iteration 3Q: 3 clusters Score -4759.904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4759.903809 Penalty: 391.669922
	Iteration 4F: 3 clusters Score -4759.904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -25685.931641 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -25685.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25290.111328 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -25290.11 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25393.748047 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -25393.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25416.826172 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -25416.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25426.951172 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -25426.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25436.560547 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -25436.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25442.644531 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -25442.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25444.539062 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -25444.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25447.097656 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -25447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25449.798828 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -25449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25458.212891 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -25458.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25462.287109 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -25462.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25465.896484 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -25465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25467.199219 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -25467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25467.976562 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -25467.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25468.833984 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -25468.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25469.968750 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -25469.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25472.275391 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -25472.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25472.566406 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -25472.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25472.566406 Penalty: 537.387939
	Iteration 18F: 3 clusters Score -25472.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -12880.682617 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -12880.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12559.832031 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -12559.83 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12642.473633 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -12642.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12674.726562 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -12674.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12704.474609 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -12704.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12727.040039 Penalty: 500.985168
	Iteration 4F: 3 clusters Score -12727.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12751.941406 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -12751.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12781.674805 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -12781.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12815.972656 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -12815.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12849.824219 Penalty: 500.985168
	Iteration 8F: 3 clusters Score -12849.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12870.109375 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -12870.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12877.447266 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -12877.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12879.630859 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -12879.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12879.630859 Penalty: 500.985168
	Iteration 12F: 3 clusters Score -12879.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3065.178711 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3065.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2902.642090 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2902.642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2930.918213 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2930.918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2932.674805 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -2932.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2932.674805 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -2932.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -9858.833984 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -9858.834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9615.611328 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -9615.611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9672.996094 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -9672.996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9689.415039 Penalty: 465.737427
	Iteration 2Q: 3 clusters Score -9689.415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9702.592773 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -9702.593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9705.152344 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -9705.152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9706.870117 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -9706.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9709.745117 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -9709.745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9714.432617 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -9714.433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9717.853516 Penalty: 465.737427
	Iteration 8Q: 3 clusters Score -9717.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9717.853516 Penalty: 465.737427
	Iteration 9F: 3 clusters Score -9717.854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8826.857422 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8826.857 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 87 members 
Entering Unmasked Estep 
Score: -8553.251953 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8553.252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8629.477539 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8629.478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8668.812500 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8668.812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8684.812500 Penalty: 473.063202
	Iteration 3Q: 3 clusters Score -8684.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8691.630859 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -8691.631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8693.923828 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -8693.924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8695.935547 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -8695.936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8695.935547 Penalty: 473.063202
	Iteration 7F: 3 clusters Score -8695.936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5918.535156 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5918.535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5729.949219 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5729.949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5775.478027 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5775.478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5787.219727 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5787.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5788.984375 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5788.984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5791.005371 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5791.005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5799.562012 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -5799.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5799.562012 Penalty: 430.192291
	Iteration 6F: 3 clusters Score -5799.562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3768.969482 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3768.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3584.017334 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3584.017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3634.684326 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3634.684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3649.315430 Penalty: 396.460510
	Iteration 2F: 3 clusters Score -3649.315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3654.701904 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3654.702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3654.701904 Penalty: 396.460510
	Iteration 4F: 3 clusters Score -3654.702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -4711.989746 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -4711.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4502.187012 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -4502.187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4596.927734 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -4596.928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4610.938965 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -4610.939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4617.550781 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -4617.551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4618.270020 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -4618.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -4618.270020 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -4618.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -62606.300781 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -62606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61759.710938 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -61759.71 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61984.296875 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -61984.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -62026.414062 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -62026.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -62056.097656 Penalty: 633.736328
	Iteration 3Q: 3 clusters Score -62056.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -62091.863281 Penalty: 633.736328
	Iteration 4Q: 3 clusters Score -62091.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -62122.421875 Penalty: 633.736328
	Iteration 5F: 3 clusters Score -62122.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -62140.625000 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -62140.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -62154.199219 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -62154.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -62164.785156 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -62164.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -62176.308594 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -62176.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62182.140625 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -62182.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62184.078125 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -62184.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -62188.074219 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -62188.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -62192.187500 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -62192.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -62194.535156 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -62194.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -62196.726562 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -62196.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -62198.761719 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -62198.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -62201.160156 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -62201.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -62204.007812 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -62204.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -62204.851562 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -62204.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -62204.894531 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -62204.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -18815.435547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -18815.44 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 172 members 
Entering Unmasked Estep 
Score: -18465.945312 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -18465.95 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18607.929688 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -18607.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18646.435547 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -18646.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18666.177734 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -18666.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18681.642578 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -18681.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18692.078125 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -18692.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18696.474609 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -18696.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18699.908203 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -18699.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18702.041016 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -18702.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18702.041016 Penalty: 532.550415
	Iteration 9F: 3 clusters Score -18702.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9391.513672 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9391.514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9152.295898 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9152.296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9199.772461 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9199.772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9209.560547 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -9209.561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9213.916016 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -9213.916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9217.562500 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -9217.562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9226.972656 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -9226.973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9234.788086 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -9234.788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9237.435547 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -9237.436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9239.150391 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -9239.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9239.150391 Penalty: 460.118378
	Iteration 9F: 3 clusters Score -9239.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -22680.250000 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -22680.25 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 161 members 
Entering Unmasked Estep 
Score: -22295.144531 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -22295.14 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22391.974609 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -22391.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22421.265625 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -22421.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22466.896484 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -22466.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22523.650391 Penalty: 526.047668
	Iteration 4F: 3 clusters Score -22523.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22574.910156 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -22574.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22625.703125 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -22625.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22645.101562 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -22645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22651.796875 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -22651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22654.259766 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -22654.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22655.328125 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -22655.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22655.744141 Penalty: 526.047668
	Iteration 11Q: 3 clusters Score -22655.74 nChanged 2
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: -22657.208984 Penalty: 526.047668
	Iteration 12Q: 3 clusters Score -22657.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22658.453125 Penalty: 526.047668
	Iteration 13Q: 3 clusters Score -22658.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22659.789062 Penalty: 526.047668
	Iteration 14Q: 3 clusters Score -22659.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22659.789062 Penalty: 526.047668
	Iteration 15F: 3 clusters Score -22659.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -21666.335938 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -21666.34 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 140 members 
Entering Unmasked Estep 
Score: -21324.070312 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -21324.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21398.205078 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -21398.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21414.785156 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -21414.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21421.806641 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -21421.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21426.277344 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -21426.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21427.744141 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -21427.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21429.855469 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -21429.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21431.736328 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -21431.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21434.236328 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -21434.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21436.992188 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -21436.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21438.617188 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -21438.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21440.769531 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -21440.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21442.488281 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -21442.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21445.416016 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -21445.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21445.898438 Penalty: 511.785614
	Iteration 14Q: 3 clusters Score -21445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21445.898438 Penalty: 511.785614
	Iteration 15F: 3 clusters Score -21445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -7672.705078 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -7672.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7439.999023 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -7439.999 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7570.486816 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -7570.487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7639.756836 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -7639.757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7675.842773 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -7675.843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7708.684082 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -7708.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7708.684082 Penalty: 496.044495
	Iteration 5F: 3 clusters Score -7708.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 78 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 155 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108647.000000 Penalty: 55666.703125
Splitting cluster 46 changes total score from -14108926.000000 to -14108647.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -22039.408203 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -22039.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21641.169922 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -21641.17 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21792.158203 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -21792.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21836.021484 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -21836.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21854.517578 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -21854.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21867.669922 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -21867.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21876.816406 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -21876.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21890.955078 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -21890.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21909.994141 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -21909.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21916.220703 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -21916.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21921.373047 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -21921.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21923.835938 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -21923.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21924.443359 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -21924.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21924.443359 Penalty: 535.128540
	Iteration 12F: 3 clusters Score -21924.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5117.339844 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5117.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4918.931641 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4918.932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5003.294922 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5003.295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5080.204590 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -5080.205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5098.677734 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5098.678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5102.437012 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -5102.437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5102.437012 Penalty: 423.510376
	Iteration 5F: 3 clusters Score -5102.437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7031.343750 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7031.344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6800.618164 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -6800.618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6899.321777 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -6899.322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6928.073730 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -6928.074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6948.031250 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -6948.031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6950.397461 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -6950.397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6950.397461 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -6950.397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -8931.167969 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -8931.168 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 95 members 
Entering Unmasked Estep 
Score: -8666.364258 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -8666.364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8769.916992 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -8769.917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8800.588867 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -8800.589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8820.633789 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -8820.634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8844.401367 Penalty: 481.232300
	Iteration 4F: 3 clusters Score -8844.401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8852.999023 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -8852.999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8866.571289 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -8866.571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -8882.269531 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -8882.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8888.136719 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -8888.137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8893.272461 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -8893.272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8898.022461 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -8898.022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8901.981445 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -8901.981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8908.749023 Penalty: 481.232300
	Iteration 12Q: 3 clusters Score -8908.749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8909.540039 Penalty: 481.232300
	Iteration 13Q: 3 clusters Score -8909.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8909.540039 Penalty: 481.232300
	Iteration 14F: 3 clusters Score -8909.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -63798.214844 Penalty: 321.872314
	Iteration 0F: 2 clusters Score -63798.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62884.968750 Penalty: 643.744629
	Iteration 0F: 3 clusters Score -62884.97 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -63245.425781 Penalty: 643.744629
	Iteration 1F: 3 clusters Score -63245.43 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63358.511719 Penalty: 643.744629
	Iteration 2F: 3 clusters Score -63358.51 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63436.441406 Penalty: 643.744629
	Iteration 3F: 3 clusters Score -63436.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63490.359375 Penalty: 643.744629
	Iteration 4F: 3 clusters Score -63490.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63537.328125 Penalty: 643.744629
	Iteration 5Q: 3 clusters Score -63537.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63565.347656 Penalty: 643.744629
	Iteration 6Q: 3 clusters Score -63565.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63581.429688 Penalty: 643.744629
	Iteration 7Q: 3 clusters Score -63581.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -63597.484375 Penalty: 643.744629
	Iteration 8Q: 3 clusters Score -63597.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -63606.238281 Penalty: 643.744629
	Iteration 9Q: 3 clusters Score -63606.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -63609.265625 Penalty: 643.744629
	Iteration 10Q: 3 clusters Score -63609.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -63614.000000 Penalty: 643.744629
	Iteration 11Q: 3 clusters Score -63614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -63616.175781 Penalty: 643.744629
	Iteration 12Q: 3 clusters Score -63616.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63617.304688 Penalty: 643.744629
	Iteration 13Q: 3 clusters Score -63617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -63617.437500 Penalty: 643.744629
	Iteration 14Q: 3 clusters Score -63617.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -63617.437500 Penalty: 643.744629
	Iteration 15F: 3 clusters Score -63617.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6342.940918 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6342.941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6117.348633 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6117.349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6172.023926 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6172.024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6189.737793 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6189.738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6196.887207 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6196.887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6201.823242 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6201.823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6210.067871 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6210.068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6212.550781 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6212.551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6217.509766 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -6217.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6217.509766 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -6217.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -23087.191406 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -23087.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22653.873047 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22653.87 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22796.570312 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22796.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22844.783203 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22844.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22870.107422 Penalty: 550.525757
	Iteration 3Q: 3 clusters Score -22870.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22893.259766 Penalty: 550.525757
	Iteration 4Q: 3 clusters Score -22893.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22913.164062 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -22913.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22930.921875 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -22930.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22953.113281 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -22953.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22965.566406 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -22965.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22975.054688 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -22975.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22986.734375 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -22986.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22995.337891 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -22995.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23002.505859 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -23002.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23009.369141 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -23009.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23010.837891 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -23010.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23011.951172 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -23011.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23013.136719 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -23013.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23016.281250 Penalty: 550.525757
	Iteration 17Q: 3 clusters Score -23016.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23018.732422 Penalty: 550.525757
	Iteration 18Q: 3 clusters Score -23018.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23020.363281 Penalty: 550.525757
	Iteration 19Q: 3 clusters Score -23020.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23020.363281 Penalty: 550.525757
	Iteration 20F: 3 clusters Score -23020.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -28954.052734 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -28954.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28474.951172 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -28474.95 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28631.203125 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -28631.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28677.816406 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -28677.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28698.302734 Penalty: 563.132019
	Iteration 3Q: 3 clusters Score -28698.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28706.917969 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -28706.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28712.593750 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -28712.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28718.503906 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -28718.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28723.271484 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -28723.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28726.714844 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -28726.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28727.919922 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -28727.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28728.460938 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -28728.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28729.314453 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -28729.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28729.611328 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -28729.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28729.611328 Penalty: 563.132019
	Iteration 13F: 3 clusters Score -28729.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -119543.703125 Penalty: 345.772766
	Iteration 0F: 2 clusters Score -119543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -118086.093750 Penalty: 691.545532
	Iteration 0F: 3 clusters Score -118086.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -118540.578125 Penalty: 691.545532
	Iteration 1F: 3 clusters Score -118540.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -118589.515625 Penalty: 691.545532
	Iteration 2F: 3 clusters Score -118589.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -118609.789062 Penalty: 691.545532
	Iteration 3Q: 3 clusters Score -118609.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -118628.796875 Penalty: 691.545532
	Iteration 4Q: 3 clusters Score -118628.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -118647.242188 Penalty: 691.545532
	Iteration 5Q: 3 clusters Score -118647.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -118670.656250 Penalty: 691.545532
	Iteration 6Q: 3 clusters Score -118670.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -118695.109375 Penalty: 691.545532
	Iteration 7Q: 3 clusters Score -118695.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -118714.992188 Penalty: 691.545532
	Iteration 8Q: 3 clusters Score -118715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -118742.937500 Penalty: 691.545532
	Iteration 9Q: 3 clusters Score -118742.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -118780.875000 Penalty: 691.545532
	Iteration 10Q: 3 clusters Score -118780.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -118808.515625 Penalty: 691.545532
	Iteration 11Q: 3 clusters Score -118808.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -118824.359375 Penalty: 691.545532
	Iteration 12Q: 3 clusters Score -118824.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -118837.281250 Penalty: 691.545532
	Iteration 13Q: 3 clusters Score -118837.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -118847.718750 Penalty: 691.545532
	Iteration 14Q: 3 clusters Score -118847.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -118858.320312 Penalty: 691.545532
	Iteration 15Q: 3 clusters Score -118858.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -118872.195312 Penalty: 691.545532
	Iteration 16Q: 3 clusters Score -118872.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -118886.007812 Penalty: 691.545532
	Iteration 17Q: 3 clusters Score -118886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -118900.937500 Penalty: 691.545532
	Iteration 18Q: 3 clusters Score -118900.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -118917.484375 Penalty: 691.545532
	Iteration 19Q: 3 clusters Score -118917.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -118935.656250 Penalty: 691.545532
	Iteration 20F: 3 clusters Score -118935.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -118950.476562 Penalty: 691.545532
	Iteration 21Q: 3 clusters Score -118950.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -118962.335938 Penalty: 691.545532
	Iteration 22Q: 3 clusters Score -118962.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -118969.828125 Penalty: 691.545532
	Iteration 23Q: 3 clusters Score -118969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -118977.039062 Penalty: 691.545532
	Iteration 24Q: 3 clusters Score -118977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -118984.890625 Penalty: 691.545532
	Iteration 25Q: 3 clusters Score -118984.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -118991.710938 Penalty: 691.545532
	Iteration 26Q: 3 clusters Score -118991.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -118997.664062 Penalty: 691.545532
	Iteration 27Q: 3 clusters Score -118997.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -119002.710938 Penalty: 691.545532
	Iteration 28Q: 3 clusters Score -119002.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -119006.804688 Penalty: 691.545532
	Iteration 29Q: 3 clusters Score -119006.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -119011.453125 Penalty: 691.545532
	Iteration 30Q: 3 clusters Score -119011.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -119018.671875 Penalty: 691.545532
	Iteration 31Q: 3 clusters Score -119018.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -119027.726562 Penalty: 691.545532
	Iteration 32Q: 3 clusters Score -119027.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -119038.351562 Penalty: 691.545532
	Iteration 33Q: 3 clusters Score -119038.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -119051.429688 Penalty: 691.545532
	Iteration 34Q: 3 clusters Score -119051.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -119067.140625 Penalty: 691.545532
	Iteration 35Q: 3 clusters Score -119067.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -119084.906250 Penalty: 691.545532
	Iteration 36Q: 3 clusters Score -119084.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -119092.179688 Penalty: 691.545532
	Iteration 37Q: 3 clusters Score -119092.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -119100.609375 Penalty: 691.545532
	Iteration 38Q: 3 clusters Score -119100.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -119110.156250 Penalty: 691.545532
	Iteration 39Q: 3 clusters Score -119110.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -119120.726562 Penalty: 691.545532
	Iteration 40F: 3 clusters Score -119120.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -119130.671875 Penalty: 691.545532
	Iteration 41Q: 3 clusters Score -119130.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -119138.078125 Penalty: 691.545532
	Iteration 42Q: 3 clusters Score -119138.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -119142.570312 Penalty: 691.545532
	Iteration 43Q: 3 clusters Score -119142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -119145.437500 Penalty: 691.545532
	Iteration 44Q: 3 clusters Score -119145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -119147.976562 Penalty: 691.545532
	Iteration 45Q: 3 clusters Score -119148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -119152.226562 Penalty: 691.545532
	Iteration 46Q: 3 clusters Score -119152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -119159.257812 Penalty: 691.545532
	Iteration 47Q: 3 clusters Score -119159.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -119163.460938 Penalty: 691.545532
	Iteration 48Q: 3 clusters Score -119163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -119169.328125 Penalty: 691.545532
	Iteration 49Q: 3 clusters Score -119169.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -119179.218750 Penalty: 691.545532
	Iteration 50Q: 3 clusters Score -119179.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -119190.828125 Penalty: 691.545532
	Iteration 51Q: 3 clusters Score -119190.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -119202.664062 Penalty: 691.545532
	Iteration 52Q: 3 clusters Score -119202.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -119211.257812 Penalty: 691.545532
	Iteration 53Q: 3 clusters Score -119211.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -119218.078125 Penalty: 691.545532
	Iteration 54Q: 3 clusters Score -119218.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -119223.273438 Penalty: 691.545532
	Iteration 55Q: 3 clusters Score -119223.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -119231.703125 Penalty: 691.545532
	Iteration 56Q: 3 clusters Score -119231.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -119240.250000 Penalty: 691.545532
	Iteration 57Q: 3 clusters Score -119240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -119247.054688 Penalty: 691.545532
	Iteration 58Q: 3 clusters Score -119247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -119249.515625 Penalty: 691.545532
	Iteration 59Q: 3 clusters Score -119249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -119253.585938 Penalty: 691.545532
	Iteration 60F: 3 clusters Score -119253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -119258.445312 Penalty: 691.545532
	Iteration 61Q: 3 clusters Score -119258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -119261.156250 Penalty: 691.545532
	Iteration 62Q: 3 clusters Score -119261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -119262.304688 Penalty: 691.545532
	Iteration 63Q: 3 clusters Score -119262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -119262.781250 Penalty: 691.545532
	Iteration 64Q: 3 clusters Score -119262.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -119264.210938 Penalty: 691.545532
	Iteration 65Q: 3 clusters Score -119264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -119266.414062 Penalty: 691.545532
	Iteration 66Q: 3 clusters Score -119266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -119267.562500 Penalty: 691.545532
	Iteration 67Q: 3 clusters Score -119267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -119268.203125 Penalty: 691.545532
	Iteration 68Q: 3 clusters Score -119268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -119268.843750 Penalty: 691.545532
	Iteration 69Q: 3 clusters Score -119268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -119270.437500 Penalty: 691.545532
	Iteration 70Q: 3 clusters Score -119270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -119272.289062 Penalty: 691.545532
	Iteration 71Q: 3 clusters Score -119272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -119273.218750 Penalty: 691.545532
	Iteration 72Q: 3 clusters Score -119273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -119273.726562 Penalty: 691.545532
	Iteration 73Q: 3 clusters Score -119273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -119273.726562 Penalty: 691.545532
	Iteration 74F: 3 clusters Score -119273.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -110151.351562 Penalty: 340.640900
	Iteration 0F: 2 clusters Score -110151.4 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 906 members 
Entering Unmasked Estep 
Score: -108828.257812 Penalty: 681.281799
	Iteration 0F: 3 clusters Score -108828.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -109205.765625 Penalty: 681.281799
	Iteration 1F: 3 clusters Score -109205.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -109267.375000 Penalty: 681.281799
	Iteration 2F: 3 clusters Score -109267.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -109337.476562 Penalty: 681.281799
	Iteration 3F: 3 clusters Score -109337.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -109418.984375 Penalty: 681.281799
	Iteration 4F: 3 clusters Score -109419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -109513.421875 Penalty: 681.281799
	Iteration 5F: 3 clusters Score -109513.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -109624.914062 Penalty: 681.281799
	Iteration 6F: 3 clusters Score -109624.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -109723.968750 Penalty: 681.281799
	Iteration 7F: 3 clusters Score -109724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -109793.859375 Penalty: 681.281799
	Iteration 8Q: 3 clusters Score -109793.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -109853.703125 Penalty: 681.281799
	Iteration 9Q: 3 clusters Score -109853.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -109883.257812 Penalty: 681.281799
	Iteration 10Q: 3 clusters Score -109883.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -109897.007812 Penalty: 681.281799
	Iteration 11Q: 3 clusters Score -109897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -109905.765625 Penalty: 681.281799
	Iteration 12Q: 3 clusters Score -109905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -109910.796875 Penalty: 681.281799
	Iteration 13Q: 3 clusters Score -109910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -109917.851562 Penalty: 681.281799
	Iteration 14Q: 3 clusters Score -109917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -109922.039062 Penalty: 681.281799
	Iteration 15Q: 3 clusters Score -109922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -109923.109375 Penalty: 681.281799
	Iteration 16Q: 3 clusters Score -109923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -109923.843750 Penalty: 681.281799
	Iteration 17Q: 3 clusters Score -109923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -109923.914062 Penalty: 681.281799
	Iteration 18Q: 3 clusters Score -109923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -109923.914062 Penalty: 681.281799
	Iteration 19F: 3 clusters Score -109923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -58337.468750 Penalty: 316.349152
	Iteration 0F: 2 clusters Score -58337.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57506.597656 Penalty: 632.698303
	Iteration 0F: 3 clusters Score -57506.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -57767.167969 Penalty: 632.698303
	Iteration 1F: 3 clusters Score -57767.17 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -57851.089844 Penalty: 632.698303
	Iteration 2F: 3 clusters Score -57851.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -57936.851562 Penalty: 632.698303
	Iteration 3F: 3 clusters Score -57936.85 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58035.960938 Penalty: 632.698303
	Iteration 4F: 3 clusters Score -58035.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58104.296875 Penalty: 632.698303
	Iteration 5F: 3 clusters Score -58104.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58190.078125 Penalty: 632.698303
	Iteration 6F: 3 clusters Score -58190.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -58243.714844 Penalty: 632.698303
	Iteration 7Q: 3 clusters Score -58243.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -58260.542969 Penalty: 632.698303
	Iteration 8Q: 3 clusters Score -58260.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -58278.945312 Penalty: 632.698303
	Iteration 9Q: 3 clusters Score -58278.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58288.898438 Penalty: 632.698303
	Iteration 10Q: 3 clusters Score -58288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58290.925781 Penalty: 632.698303
	Iteration 11Q: 3 clusters Score -58290.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -58292.402344 Penalty: 632.698303
	Iteration 12Q: 3 clusters Score -58292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -58295.679688 Penalty: 632.698303
	Iteration 13Q: 3 clusters Score -58295.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -58296.507812 Penalty: 632.698303
	Iteration 14Q: 3 clusters Score -58296.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58297.105469 Penalty: 632.698303
	Iteration 15Q: 3 clusters Score -58297.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58298.082031 Penalty: 632.698303
	Iteration 16Q: 3 clusters Score -58298.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58298.640625 Penalty: 632.698303
	Iteration 17Q: 3 clusters Score -58298.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58298.640625 Penalty: 632.698303
	Iteration 18F: 3 clusters Score -58298.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -181949.046875 Penalty: 350.404602
	Iteration 0F: 2 clusters Score -181949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -180406.296875 Penalty: 700.809204
	Iteration 0F: 3 clusters Score -180406.3 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -181001.828125 Penalty: 700.809204
	Iteration 1F: 3 clusters Score -181001.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -181147.968750 Penalty: 700.809204
	Iteration 2F: 3 clusters Score -181148 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -181283.921875 Penalty: 700.809204
	Iteration 3F: 3 clusters Score -181283.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -181396.968750 Penalty: 700.809204
	Iteration 4F: 3 clusters Score -181397 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -181466.890625 Penalty: 700.809204
	Iteration 5Q: 3 clusters Score -181466.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -181537.875000 Penalty: 700.809204
	Iteration 6Q: 3 clusters Score -181537.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -181609.375000 Penalty: 700.809204
	Iteration 7Q: 3 clusters Score -181609.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -181675.156250 Penalty: 700.809204
	Iteration 8Q: 3 clusters Score -181675.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -181712.406250 Penalty: 700.809204
	Iteration 9Q: 3 clusters Score -181712.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181737.140625 Penalty: 700.809204
	Iteration 10Q: 3 clusters Score -181737.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -181754.093750 Penalty: 700.809204
	Iteration 11Q: 3 clusters Score -181754.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -181764.171875 Penalty: 700.809204
	Iteration 12Q: 3 clusters Score -181764.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181772.656250 Penalty: 700.809204
	Iteration 13Q: 3 clusters Score -181772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -181775.656250 Penalty: 700.809204
	Iteration 14Q: 3 clusters Score -181775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -181776.718750 Penalty: 700.809204
	Iteration 15Q: 3 clusters Score -181776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -181776.921875 Penalty: 700.809204
	Iteration 16Q: 3 clusters Score -181776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -181776.937500 Penalty: 700.809204
	Iteration 17Q: 3 clusters Score -181776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -181776.937500 Penalty: 700.809204
	Iteration 18F: 3 clusters Score -181776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -21614.529297 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -21614.53 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 164 members 
Entering Unmasked Estep 
Score: -21231.830078 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21231.83 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21354.283203 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21354.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21411.113281 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -21411.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21461.033203 Penalty: 529.085876
	Iteration 3F: 3 clusters Score -21461.03 nChanged 20
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: -21495.896484 Penalty: 529.085876
	Iteration 4F: 3 clusters Score -21495.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21523.021484 Penalty: 529.085876
	Iteration 5F: 3 clusters Score -21523.02 nChanged 13
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: -21546.910156 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -21546.91 nChanged 15
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: -21573.216797 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -21573.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21595.728516 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -21595.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21619.501953 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -21619.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21655.505859 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -21655.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21670.984375 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -21670.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21687.888672 Penalty: 529.085876
	Iteration 12Q: 3 clusters Score -21687.89 nChanged 9
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: -21706.541016 Penalty: 529.085876
	Iteration 13Q: 3 clusters Score -21706.54 nChanged 6
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: -21713.414062 Penalty: 529.085876
	Iteration 14Q: 3 clusters Score -21713.41 nChanged 0
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: -21713.414062 Penalty: 529.085876
	Iteration 15F: 3 clusters Score -21713.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 194 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108724.000000 Penalty: 55666.703125
Splitting cluster 59 changes total score from -14108926.000000 to -14108724.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -43722.847656 Penalty: 293.135590
	Iteration 0F: 2 clusters Score -43722.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43157.476562 Penalty: 586.271179
	Iteration 0F: 3 clusters Score -43157.48 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43381.027344 Penalty: 586.271179
	Iteration 1F: 3 clusters Score -43381.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43475.046875 Penalty: 586.271179
	Iteration 2F: 3 clusters Score -43475.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -43566.585938 Penalty: 586.271179
	Iteration 3F: 3 clusters Score -43566.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43630.503906 Penalty: 586.271179
	Iteration 4F: 3 clusters Score -43630.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43664.062500 Penalty: 586.271179
	Iteration 5Q: 3 clusters Score -43664.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -43693.101562 Penalty: 586.271179
	Iteration 6Q: 3 clusters Score -43693.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43701.179688 Penalty: 586.271179
	Iteration 7Q: 3 clusters Score -43701.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43707.738281 Penalty: 586.271179
	Iteration 8Q: 3 clusters Score -43707.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43710.718750 Penalty: 586.271179
	Iteration 9Q: 3 clusters Score -43710.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43712.796875 Penalty: 586.271179
	Iteration 10Q: 3 clusters Score -43712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -43712.796875 Penalty: 586.271179
	Iteration 11F: 3 clusters Score -43712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26638.064453 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26638.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26196.552734 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26196.55 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26299.203125 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26299.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26325.449219 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26325.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26343.884766 Penalty: 549.879639
	Iteration 3F: 3 clusters Score -26343.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26350.634766 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26350.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26354.425781 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26354.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26355.427734 Penalty: 549.879639
	Iteration 6Q: 3 clusters Score -26355.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26355.427734 Penalty: 549.879639
	Iteration 7F: 3 clusters Score -26355.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -34092.738281 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -34092.74 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 283 members 
Entering Unmasked Estep 
Score: -33565.304688 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -33565.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33736.566406 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -33736.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33780.109375 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -33780.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33803.273438 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -33803.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33822.945312 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -33822.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33834.292969 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -33834.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33841.230469 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -33841.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33845.683594 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -33845.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33855.031250 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -33855.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33866.398438 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -33866.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33883.027344 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -33883.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33886.730469 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -33886.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33893.390625 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -33893.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33897.914062 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -33897.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33899.878906 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -33899.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33900.222656 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -33900.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33900.324219 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -33900.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33900.976562 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -33900.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33902.570312 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -33902.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33906.316406 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -33906.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33907.820312 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -33907.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33907.972656 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -33907.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33908.070312 Penalty: 578.878540
	Iteration 22Q: 3 clusters Score -33908.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33908.070312 Penalty: 578.878540
	Iteration 23F: 3 clusters Score -33908.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (37 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Entering Unmasked Estep 
Score: -1342.664551 Penalty: 164.296753
	Iteration 0F: 2 clusters Score -1342.665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1259.903198 Penalty: 328.593506
	Iteration 0F: 3 clusters Score -1259.903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -837.587769 Penalty: 164.296753
	Iteration 1F: 2 clusters Score -837.5878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1342.664551 Penalty: 164.296753
	Iteration 2F: 2 clusters Score -1342.665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -26346.113281 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -26346.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25910.996094 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25911 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26007.408203 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -26007.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26029.560547 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -26029.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26042.146484 Penalty: 545.223267
	Iteration 3Q: 3 clusters Score -26042.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26055.853516 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -26055.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26069.740234 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -26069.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26077.748047 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -26077.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26091.705078 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -26091.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26119.070312 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -26119.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26130.183594 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -26130.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26137.146484 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -26137.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26152.513672 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -26152.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26161.154297 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -26161.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26192.630859 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -26192.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26237.845703 Penalty: 545.223267
	Iteration 14Q: 3 clusters Score -26237.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26309.447266 Penalty: 545.223267
	Iteration 15Q: 3 clusters Score -26309.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26336.585938 Penalty: 545.223267
	Iteration 16Q: 3 clusters Score -26336.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26353.753906 Penalty: 545.223267
	Iteration 17Q: 3 clusters Score -26353.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26362.962891 Penalty: 545.223267
	Iteration 18Q: 3 clusters Score -26362.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26367.857422 Penalty: 545.223267
	Iteration 19Q: 3 clusters Score -26367.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26376.318359 Penalty: 545.223267
	Iteration 20F: 3 clusters Score -26376.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26386.056641 Penalty: 545.223267
	Iteration 21Q: 3 clusters Score -26386.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26395.906250 Penalty: 545.223267
	Iteration 22Q: 3 clusters Score -26395.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26406.595703 Penalty: 545.223267
	Iteration 23Q: 3 clusters Score -26406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26411.027344 Penalty: 545.223267
	Iteration 24Q: 3 clusters Score -26411.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26412.791016 Penalty: 545.223267
	Iteration 25Q: 3 clusters Score -26412.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26415.044922 Penalty: 545.223267
	Iteration 26Q: 3 clusters Score -26415.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26415.044922 Penalty: 545.223267
	Iteration 27F: 3 clusters Score -26415.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 223 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 177 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108712.000000 Penalty: 55666.703125
Splitting cluster 64 changes total score from -14108926.000000 to -14108712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -39940.214844 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -39940.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -39290.050781 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -39290.05 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39590.082031 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -39590.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39716.089844 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -39716.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -39778.367188 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -39778.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39822.015625 Penalty: 606.345093
	Iteration 4Q: 3 clusters Score -39822.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39864.777344 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -39864.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -39917.980469 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -39917.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39951.472656 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -39951.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39970.093750 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -39970.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39979.105469 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -39979.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39988.527344 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -39988.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40001.078125 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -40001.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40020.332031 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -40020.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40036.328125 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -40036.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40044.437500 Penalty: 606.345093
	Iteration 14Q: 3 clusters Score -40044.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40051.714844 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -40051.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40055.300781 Penalty: 606.345093
	Iteration 16Q: 3 clusters Score -40055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40060.703125 Penalty: 606.345093
	Iteration 17Q: 3 clusters Score -40060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40064.289062 Penalty: 606.345093
	Iteration 18Q: 3 clusters Score -40064.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40065.503906 Penalty: 606.345093
	Iteration 19Q: 3 clusters Score -40065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40071.296875 Penalty: 606.345093
	Iteration 20F: 3 clusters Score -40071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40077.542969 Penalty: 606.345093
	Iteration 21Q: 3 clusters Score -40077.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40081.179688 Penalty: 606.345093
	Iteration 22Q: 3 clusters Score -40081.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40086.984375 Penalty: 606.345093
	Iteration 23Q: 3 clusters Score -40086.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40089.718750 Penalty: 606.345093
	Iteration 24Q: 3 clusters Score -40089.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40090.742188 Penalty: 606.345093
	Iteration 25Q: 3 clusters Score -40090.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40090.742188 Penalty: 606.345093
	Iteration 26F: 3 clusters Score -40090.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 326 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 457 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108817.000000 Penalty: 55666.703125
Splitting cluster 65 changes total score from -14108926.000000 to -14108817.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -27120.921875 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -27120.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26684.667969 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -26684.67 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26783.275391 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -26783.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26824.960938 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -26824.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26843.119141 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -26843.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26857.230469 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -26857.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26891.244141 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -26891.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26914.101562 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -26914.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26932.398438 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -26932.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26949.205078 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -26949.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26959.439453 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -26959.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26960.835938 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -26960.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26962.238281 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -26962.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26964.072266 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -26964.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26965.251953 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -26965.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26967.699219 Penalty: 548.133728
	Iteration 14Q: 3 clusters Score -26967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26971.138672 Penalty: 548.133728
	Iteration 15Q: 3 clusters Score -26971.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26973.503906 Penalty: 548.133728
	Iteration 16Q: 3 clusters Score -26973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26974.500000 Penalty: 548.133728
	Iteration 17Q: 3 clusters Score -26974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26975.341797 Penalty: 548.133728
	Iteration 18Q: 3 clusters Score -26975.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26975.341797 Penalty: 548.133728
	Iteration 19F: 3 clusters Score -26975.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -11101.099609 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -11101.1 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 88 members 
Entering Unmasked Estep 
Score: -10817.539062 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10817.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10902.119141 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10902.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10951.335938 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10951.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10988.781250 Penalty: 472.559082
	Iteration 3F: 3 clusters Score -10988.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10998.038086 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10998.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11008.120117 Penalty: 472.559082
	Iteration 5Q: 3 clusters Score -11008.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11015.541992 Penalty: 472.559082
	Iteration 6Q: 3 clusters Score -11015.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11034.543945 Penalty: 472.559082
	Iteration 7Q: 3 clusters Score -11034.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11052.181641 Penalty: 472.559082
	Iteration 8Q: 3 clusters Score -11052.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11060.419922 Penalty: 472.559082
	Iteration 9Q: 3 clusters Score -11060.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11060.839844 Penalty: 472.559082
	Iteration 10Q: 3 clusters Score -11060.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11060.839844 Penalty: 472.559082
	Iteration 11F: 3 clusters Score -11060.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -54125.582031 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -54125.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53489.878906 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -53489.88 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53692.863281 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -53692.86 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53785.574219 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -53785.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53878.031250 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -53878.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53960.160156 Penalty: 599.090271
	Iteration 4F: 3 clusters Score -53960.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54049.476562 Penalty: 599.090271
	Iteration 5F: 3 clusters Score -54049.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54105.746094 Penalty: 599.090271
	Iteration 6F: 3 clusters Score -54105.75 nChanged 32
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: -54129.988281 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -54129.99 nChanged 19
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: -54141.742188 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -54141.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54146.070312 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -54146.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54150.242188 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -54150.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54152.621094 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -54152.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54152.691406 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -54152.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54152.929688 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -54152.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -54152.929688 Penalty: 599.090271
	Iteration 14F: 3 clusters Score -54152.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 343 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 380 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108689.000000 Penalty: 55666.703125
Splitting cluster 68 changes total score from -14108926.000000 to -14108689.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -19474.513672 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -19474.51 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 232 members 
Entering Unmasked Estep 
Score: -18990.947266 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -18990.95 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19159.445312 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -19159.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19206.099609 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -19206.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19222.550781 Penalty: 567.331360
	Iteration 3Q: 3 clusters Score -19222.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19230.187500 Penalty: 567.331360
	Iteration 4Q: 3 clusters Score -19230.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19234.322266 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -19234.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19238.527344 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -19238.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19245.058594 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -19245.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19250.257812 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -19250.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19251.693359 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -19251.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19252.617188 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -19252.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19252.617188 Penalty: 567.331360
	Iteration 11F: 3 clusters Score -19252.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2224.849365 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2224.849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2109.936279 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2109.936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2189.523926 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2189.524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2195.557129 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2195.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2195.557129 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2195.557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -27476.060547 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -27476.06 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 252 members 
Entering Unmasked Estep 
Score: -26972.951172 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -26972.95 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27110.531250 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -27110.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27158.591797 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -27158.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27186.683594 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -27186.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27207.451172 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -27207.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27223.058594 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -27223.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27236.601562 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -27236.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27245.271484 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -27245.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27254.037109 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -27254.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27263.482422 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -27263.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27273.935547 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -27273.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27292.046875 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -27292.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27302.382812 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -27302.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27310.345703 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -27310.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27320.246094 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -27320.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27339.691406 Penalty: 566.614868
	Iteration 15Q: 3 clusters Score -27339.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27353.488281 Penalty: 566.614868
	Iteration 16Q: 3 clusters Score -27353.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27368.445312 Penalty: 566.614868
	Iteration 17Q: 3 clusters Score -27368.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27373.076172 Penalty: 566.614868
	Iteration 18Q: 3 clusters Score -27373.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27377.830078 Penalty: 566.614868
	Iteration 19Q: 3 clusters Score -27377.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27381.474609 Penalty: 566.614868
	Iteration 20F: 3 clusters Score -27381.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27385.972656 Penalty: 566.614868
	Iteration 21Q: 3 clusters Score -27385.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27390.546875 Penalty: 566.614868
	Iteration 22Q: 3 clusters Score -27390.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27391.445312 Penalty: 566.614868
	Iteration 23Q: 3 clusters Score -27391.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27392.201172 Penalty: 566.614868
	Iteration 24Q: 3 clusters Score -27392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27394.378906 Penalty: 566.614868
	Iteration 25Q: 3 clusters Score -27394.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27395.224609 Penalty: 566.614868
	Iteration 26Q: 3 clusters Score -27395.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27395.224609 Penalty: 566.614868
	Iteration 27F: 3 clusters Score -27395.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (116910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Entering Unmasked Estep 
Score: -7240419.500000 Penalty: 530.946777
	Iteration 0F: 2 clusters Score -7240420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -7166950.000000 Penalty: 1061.893555
	Iteration 0F: 3 clusters Score -7166950 nChanged 57262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -7203663.000000 Penalty: 1061.893555
	Iteration 1F: 3 clusters Score -7203663 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -7207088.000000 Penalty: 1061.893555
	Iteration 2F: 3 clusters Score -7207088 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -7211636.000000 Penalty: 1061.893555
	Iteration 3F: 3 clusters Score -7211636 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 84876 members 
Entering Unmasked Estep 
Score: -7217383.500000 Penalty: 1061.893555
	Iteration 4F: 3 clusters Score -7217384 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -7223270.500000 Penalty: 1061.893555
	Iteration 5F: 3 clusters Score -7223270 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -7228431.000000 Penalty: 1061.893555
	Iteration 6F: 3 clusters Score -7228431 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 106220 members 
Entering Unmasked Estep 
Score: -7232630.500000 Penalty: 1061.893555
	Iteration 7F: 3 clusters Score -7232630 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 110159 members 
Entering Unmasked Estep 
Score: -7235738.000000 Penalty: 1061.893555
	Iteration 8Q: 3 clusters Score -7235738 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 112525 members 
Entering Unmasked Estep 
Score: -7237508.000000 Penalty: 1061.893555
	Iteration 9Q: 3 clusters Score -7237508 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 113841 members 
Entering Unmasked Estep 
Score: -7238365.000000 Penalty: 1061.893555
	Iteration 10Q: 3 clusters Score -7238365 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 114664 members 
Entering Unmasked Estep 
Score: -7238873.500000 Penalty: 1061.893555
	Iteration 11Q: 3 clusters Score -7238874 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
Score: -7239163.000000 Penalty: 1061.893555
	Iteration 12Q: 3 clusters Score -7239163 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -7239389.000000 Penalty: 1061.893555
	Iteration 13Q: 3 clusters Score -7239389 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -7239522.000000 Penalty: 1061.893555
	Iteration 14Q: 3 clusters Score -7239522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -7239586.500000 Penalty: 1061.893555
	Iteration 15Q: 3 clusters Score -7239586 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -7239656.000000 Penalty: 1061.893555
	Iteration 16Q: 3 clusters Score -7239656 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 116349 members 
Entering Unmasked Estep 
Score: -7239709.500000 Penalty: 1061.893555
	Iteration 17Q: 3 clusters Score -7239710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 116410 members 
Entering Unmasked Estep 
Score: -7239746.500000 Penalty: 1061.893555
	Iteration 18Q: 3 clusters Score -7239746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 116457 members 
Entering Unmasked Estep 
Score: -7239792.000000 Penalty: 1061.893555
	Iteration 19Q: 3 clusters Score -7239792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 116495 members 
Entering Unmasked Estep 
Score: -7239816.000000 Penalty: 1061.893555
	Iteration 20F: 3 clusters Score -7239816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 116520 members 
Entering Unmasked Estep 
Score: -7239831.000000 Penalty: 1061.893555
	Iteration 21Q: 3 clusters Score -7239831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -7239848.000000 Penalty: 1061.893555
	Iteration 22Q: 3 clusters Score -7239848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 116556 members 
Entering Unmasked Estep 
Score: -7239866.500000 Penalty: 1061.893555
	Iteration 23Q: 3 clusters Score -7239866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -7239878.500000 Penalty: 1061.893555
	Iteration 24Q: 3 clusters Score -7239878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 116583 members 
Entering Unmasked Estep 
Score: -7239870.500000 Penalty: 1061.893555
	Iteration 25Q: 3 clusters Score -7239870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 116593 members 
Entering Unmasked Estep 
Score: -7239872.500000 Penalty: 1061.893555
	Iteration 26Q: 3 clusters Score -7239872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 116600 members 
Entering Unmasked Estep 
Score: -7239879.000000 Penalty: 1061.893555
	Iteration 27Q: 3 clusters Score -7239879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 116605 members 
Entering Unmasked Estep 
Score: -7239880.500000 Penalty: 1061.893555
	Iteration 28Q: 3 clusters Score -7239880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -7239882.000000 Penalty: 1061.893555
	Iteration 29Q: 3 clusters Score -7239882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -7239885.000000 Penalty: 1061.893555
	Iteration 30Q: 3 clusters Score -7239885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 116611 members 
Entering Unmasked Estep 
Score: -7239897.500000 Penalty: 1061.893555
	Iteration 31Q: 3 clusters Score -7239898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 116620 members 
Entering Unmasked Estep 
Score: -7239902.000000 Penalty: 1061.893555
	Iteration 32Q: 3 clusters Score -7239902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 116623 members 
Entering Unmasked Estep 
Score: -7239908.500000 Penalty: 1061.893555
	Iteration 33Q: 3 clusters Score -7239908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -7239908.500000 Penalty: 1061.893555
	Iteration 34Q: 3 clusters Score -7239908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -7239910.000000 Penalty: 1061.893555
	Iteration 35Q: 3 clusters Score -7239910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -7239912.000000 Penalty: 1061.893555
	Iteration 36Q: 3 clusters Score -7239912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 116628 members 
Entering Unmasked Estep 
Score: -7239913.000000 Penalty: 1061.893555
	Iteration 37Q: 3 clusters Score -7239913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -7239916.500000 Penalty: 1061.893555
	Iteration 38Q: 3 clusters Score -7239916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -7239913.000000 Penalty: 1061.893555
	Iteration 39Q: 3 clusters Score -7239913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -7239913.000000 Penalty: 1061.893555
	Iteration 40F: 3 clusters Score -7239913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -85974.929688 Penalty: 319.296539
	Iteration 0F: 2 clusters Score -85974.93 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 549 members 
Entering Unmasked Estep 
Score: -85087.289062 Penalty: 638.593079
	Iteration 0F: 3 clusters Score -85087.29 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85376.867188 Penalty: 638.593079
	Iteration 1F: 3 clusters Score -85376.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -85417.367188 Penalty: 638.593079
	Iteration 2F: 3 clusters Score -85417.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85452.679688 Penalty: 638.593079
	Iteration 3F: 3 clusters Score -85452.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85483.140625 Penalty: 638.593079
	Iteration 4Q: 3 clusters Score -85483.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85514.171875 Penalty: 638.593079
	Iteration 5Q: 3 clusters Score -85514.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85543.015625 Penalty: 638.593079
	Iteration 6Q: 3 clusters Score -85543.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85580.781250 Penalty: 638.593079
	Iteration 7Q: 3 clusters Score -85580.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85627.679688 Penalty: 638.593079
	Iteration 8Q: 3 clusters Score -85627.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85671.023438 Penalty: 638.593079
	Iteration 9Q: 3 clusters Score -85671.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85707.710938 Penalty: 638.593079
	Iteration 10Q: 3 clusters Score -85707.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85734.531250 Penalty: 638.593079
	Iteration 11Q: 3 clusters Score -85734.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85756.875000 Penalty: 638.593079
	Iteration 12Q: 3 clusters Score -85756.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85789.539062 Penalty: 638.593079
	Iteration 13Q: 3 clusters Score -85789.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85821.515625 Penalty: 638.593079
	Iteration 14Q: 3 clusters Score -85821.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85853.101562 Penalty: 638.593079
	Iteration 15Q: 3 clusters Score -85853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85866.492188 Penalty: 638.593079
	Iteration 16Q: 3 clusters Score -85866.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -85873.773438 Penalty: 638.593079
	Iteration 17Q: 3 clusters Score -85873.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85875.578125 Penalty: 638.593079
	Iteration 18Q: 3 clusters Score -85875.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85876.593750 Penalty: 638.593079
	Iteration 19Q: 3 clusters Score -85876.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85878.054688 Penalty: 638.593079
	Iteration 20F: 3 clusters Score -85878.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85879.960938 Penalty: 638.593079
	Iteration 21Q: 3 clusters Score -85879.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85880.242188 Penalty: 638.593079
	Iteration 22Q: 3 clusters Score -85880.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85880.242188 Penalty: 638.593079
	Iteration 23F: 3 clusters Score -85880.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (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: -20142.250000 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -20142.25 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 135 members 
Entering Unmasked Estep 
Score: -19795.015625 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19795.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19876.044922 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19876.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19911.453125 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19911.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19930.326172 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -19930.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19938.439453 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19938.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19942.718750 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19942.72 nChanged 4
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: -19951.164062 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19951.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19967.992188 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19967.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19971.289062 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19971.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19972.488281 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19972.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19975.466797 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -19975.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19979.779297 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -19979.78 nChanged 3
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: -19982.841797 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -19982.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19984.845703 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -19984.85 nChanged 2
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: -19988.773438 Penalty: 517.514771
	Iteration 14Q: 3 clusters Score -19988.77 nChanged 4
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: -19996.369141 Penalty: 517.514771
	Iteration 15Q: 3 clusters Score -19996.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20003.666016 Penalty: 517.514771
	Iteration 16Q: 3 clusters Score -20003.67 nChanged 5
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: -20014.609375 Penalty: 517.514771
	Iteration 17Q: 3 clusters Score -20014.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20023.197266 Penalty: 517.514771
	Iteration 18Q: 3 clusters Score -20023.2 nChanged 5
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: -20031.083984 Penalty: 517.514771
	Iteration 19Q: 3 clusters Score -20031.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20033.664062 Penalty: 517.514771
	Iteration 20F: 3 clusters Score -20033.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20034.779297 Penalty: 517.514771
	Iteration 21Q: 3 clusters Score -20034.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20034.779297 Penalty: 517.514771
	Iteration 22F: 3 clusters Score -20034.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (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: -58648.750000 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -58648.75 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 421 members 
Entering Unmasked Estep 
Score: -57942.414062 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -57942.41 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58229.507812 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -58229.51 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58360.171875 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -58360.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58452.074219 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -58452.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58512.273438 Penalty: 612.196289
	Iteration 4F: 3 clusters Score -58512.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58591.500000 Penalty: 612.196289
	Iteration 5F: 3 clusters Score -58591.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -58621.316406 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -58621.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58637.007812 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -58637.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58652.023438 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -58652.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -58666.796875 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -58666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -58680.332031 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -58680.33 nChanged 23
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: -58691.027344 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -58691.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -58696.746094 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -58696.75 nChanged 6
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: -58698.582031 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -58698.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58700.859375 Penalty: 612.196289
	Iteration 14Q: 3 clusters Score -58700.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58701.777344 Penalty: 612.196289
	Iteration 15Q: 3 clusters Score -58701.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -58703.132812 Penalty: 612.196289
	Iteration 16Q: 3 clusters Score -58703.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -58703.562500 Penalty: 612.196289
	Iteration 17Q: 3 clusters Score -58703.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -58704.726562 Penalty: 612.196289
	Iteration 18Q: 3 clusters Score -58704.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -58705.421875 Penalty: 612.196289
	Iteration 19Q: 3 clusters Score -58705.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -58705.812500 Penalty: 612.196289
	Iteration 20F: 3 clusters Score -58705.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58706.507812 Penalty: 612.196289
	Iteration 21Q: 3 clusters Score -58706.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58707.320312 Penalty: 612.196289
	Iteration 22Q: 3 clusters Score -58707.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -58707.957031 Penalty: 612.196289
	Iteration 23Q: 3 clusters Score -58707.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58709.507812 Penalty: 612.196289
	Iteration 24Q: 3 clusters Score -58709.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -58710.593750 Penalty: 612.196289
	Iteration 25Q: 3 clusters Score -58710.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -58710.878906 Penalty: 612.196289
	Iteration 26Q: 3 clusters Score -58710.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -58711.515625 Penalty: 612.196289
	Iteration 27Q: 3 clusters Score -58711.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58712.281250 Penalty: 612.196289
	Iteration 28Q: 3 clusters Score -58712.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -58712.464844 Penalty: 612.196289
	Iteration 29Q: 3 clusters Score -58712.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -58712.484375 Penalty: 612.196289
	Iteration 30Q: 3 clusters Score -58712.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -58712.484375 Penalty: 612.196289
	Iteration 31F: 3 clusters Score -58712.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 330 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108754.000000 Penalty: 55666.703125
Splitting cluster 75 changes total score from -14108926.000000 to -14108754.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6102.603516 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6102.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5876.519043 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -5876.519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5922.425781 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -5922.426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5941.347168 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -5941.347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5980.618652 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -5980.619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6001.168945 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6001.169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6011.690918 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -6011.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6018.837891 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -6018.838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6022.117188 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -6022.117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6022.117188 Penalty: 443.642975
	Iteration 8F: 3 clusters Score -6022.117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -20420.781250 Penalty: 264.406921
	Iteration 0F: 2 clusters Score -20420.78 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 163 members 
Entering Unmasked Estep 
Score: -20056.029297 Penalty: 528.813843
	Iteration 0F: 3 clusters Score -20056.03 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20190.353516 Penalty: 528.813843
	Iteration 1F: 3 clusters Score -20190.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20245.248047 Penalty: 528.813843
	Iteration 2F: 3 clusters Score -20245.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20292.423828 Penalty: 528.813843
	Iteration 3F: 3 clusters Score -20292.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20303.150391 Penalty: 528.813843
	Iteration 4Q: 3 clusters Score -20303.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20305.355469 Penalty: 528.813843
	Iteration 5Q: 3 clusters Score -20305.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20307.271484 Penalty: 528.813843
	Iteration 6Q: 3 clusters Score -20307.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20309.345703 Penalty: 528.813843
	Iteration 7Q: 3 clusters Score -20309.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20309.345703 Penalty: 528.813843
	Iteration 8F: 3 clusters Score -20309.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (27 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Entering Unmasked Estep 
Score: -1510.537720 Penalty: 149.960587
	Iteration 0F: 2 clusters Score -1510.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -1476.947388 Penalty: 299.921173
	Iteration 0F: 3 clusters Score -1476.947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (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: -16555.738281 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -16555.74 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 154 members 
Entering Unmasked Estep 
Score: -16184.875000 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16184.88 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16276.827148 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16276.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16310.230469 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16310.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16334.407227 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -16334.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16360.998047 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16370.001953 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16372.684570 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -16372.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16374.344727 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -16374.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16378.482422 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -16378.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -16380.487305 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -16380.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16381.075195 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -16381.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16381.075195 Penalty: 522.028076
	Iteration 11F: 3 clusters Score -16381.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7983.833008 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -7983.833 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 86 members 
Entering Unmasked Estep 
Score: -7747.101562 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -7747.102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7863.007324 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -7863.007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7902.500488 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -7902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7922.265625 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -7922.266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7936.661133 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -7936.661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7954.006348 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -7954.006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7957.401367 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -7957.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7959.239746 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -7959.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7959.239746 Penalty: 469.474030
	Iteration 8F: 3 clusters Score -7959.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -40661.847656 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -40661.85 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 346 members 
Entering Unmasked Estep 
Score: -40021.234375 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -40021.23 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40220.296875 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -40220.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40258.945312 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -40258.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40276.839844 Penalty: 599.842346
	Iteration 3Q: 3 clusters Score -40276.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40295.191406 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -40295.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40311.832031 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -40311.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40329.195312 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -40329.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40344.375000 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -40344.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40354.742188 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -40354.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40363.507812 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -40363.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40368.492188 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -40368.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40370.851562 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -40370.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40371.011719 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -40371.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40371.371094 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -40371.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40371.656250 Penalty: 599.842346
	Iteration 14Q: 3 clusters Score -40371.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40371.746094 Penalty: 599.842346
	Iteration 15Q: 3 clusters Score -40371.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40371.886719 Penalty: 599.842346
	Iteration 16Q: 3 clusters Score -40371.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40372.035156 Penalty: 599.842346
	Iteration 17Q: 3 clusters Score -40372.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40372.035156 Penalty: 599.842346
	Iteration 18F: 3 clusters Score -40372.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -23853.791016 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -23853.79 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 190 members 
Entering Unmasked Estep 
Score: -23501.720703 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -23501.72 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23648.544922 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -23648.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23711.837891 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -23711.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23760.544922 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -23760.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23790.716797 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -23790.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23805.109375 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -23805.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23825.564453 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -23825.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23870.304688 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -23870.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23893.761719 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -23893.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23896.089844 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -23896.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23898.214844 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -23898.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23898.214844 Penalty: 538.374390
	Iteration 11F: 3 clusters Score -23898.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 120 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 146 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108670.000000 Penalty: 55666.703125
Splitting cluster 82 changes total score from -14108926.000000 to -14108670.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -10550.247070 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -10550.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10295.405273 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -10295.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10345.685547 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -10345.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10375.853516 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -10375.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10379.471680 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -10379.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10382.769531 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -10382.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10385.273438 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -10385.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10385.587891 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -10385.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10385.587891 Penalty: 457.769867
	Iteration 7F: 3 clusters Score -10385.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -14551.083008 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -14551.08 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 98 members 
Entering Unmasked Estep 
Score: -14259.356445 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -14259.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14298.920898 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -14298.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14320.342773 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -14320.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14331.529297 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -14331.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14337.857422 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -14337.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14340.839844 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -14340.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14342.333984 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -14342.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14345.841797 Penalty: 478.432068
	Iteration 7Q: 3 clusters Score -14345.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14350.047852 Penalty: 478.432068
	Iteration 8Q: 3 clusters Score -14350.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14350.994141 Penalty: 478.432068
	Iteration 9Q: 3 clusters Score -14350.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14353.114258 Penalty: 478.432068
	Iteration 10Q: 3 clusters Score -14353.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14353.959961 Penalty: 478.432068
	Iteration 11Q: 3 clusters Score -14353.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14353.959961 Penalty: 478.432068
	Iteration 12F: 3 clusters Score -14353.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -4035.092529 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -4035.093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3874.776367 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -3874.776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4029.093750 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -4029.094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4126.270020 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -4126.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4208.244629 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -4208.245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4399.919434 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -4399.919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4399.919434 Penalty: 453.508209
	Iteration 5F: 3 clusters Score -4399.919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
Score: -14108956.000000 Penalty: 55666.703125
Splitting cluster 85 changes total score from -14108926.000000 to -14108956.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 86 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3432.771973 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3432.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3322.661865 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3322.662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3370.778076 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3370.778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3381.081299 Penalty: 383.975189
	Iteration 2Q: 3 clusters Score -3381.081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3389.462646 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3389.463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3399.854736 Penalty: 383.975189
	Iteration 4Q: 3 clusters Score -3399.855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3399.854736 Penalty: 383.975189
	Iteration 5F: 3 clusters Score -3399.855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3003.558838 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3003.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2861.722900 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2861.723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2879.350098 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2879.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -30709.218750 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -30709.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30207.294922 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -30207.29 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30326.876953 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -30326.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30359.208984 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -30359.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30378.210938 Penalty: 566.614868
	Iteration 3F: 3 clusters Score -30378.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30388.958984 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -30388.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30395.318359 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -30395.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30398.945312 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -30398.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -30402.785156 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -30402.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30406.611328 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -30406.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30409.748047 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -30409.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30412.648438 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -30412.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30414.250000 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -30414.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30415.193359 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -30415.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30417.080078 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -30417.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30418.718750 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -30418.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30419.833984 Penalty: 566.614868
	Iteration 15Q: 3 clusters Score -30419.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30419.990234 Penalty: 566.614868
	Iteration 16Q: 3 clusters Score -30419.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30419.990234 Penalty: 566.614868
	Iteration 17F: 3 clusters Score -30419.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -43726.917969 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -43726.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43226.187500 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -43226.19 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43414.941406 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -43414.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43468.109375 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -43468.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43495.507812 Penalty: 572.364136
	Iteration 3Q: 3 clusters Score -43495.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43525.761719 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -43525.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43554.171875 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -43554.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43578.183594 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -43578.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43592.203125 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -43592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43604.765625 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -43604.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43615.628906 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -43615.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43617.535156 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -43617.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43618.031250 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -43618.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43618.250000 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -43618.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43618.765625 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -43618.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43619.132812 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -43619.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43619.378906 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -43619.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43620.785156 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -43620.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43621.558594 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -43621.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43621.558594 Penalty: 572.364136
	Iteration 18F: 3 clusters Score -43621.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -9885.221680 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -9885.222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9615.770508 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -9615.771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9690.104492 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -9690.104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9713.819336 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -9713.819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9717.485352 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -9717.485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9721.483398 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -9721.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9723.011719 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -9723.012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9723.011719 Penalty: 463.531250
	Iteration 6F: 3 clusters Score -9723.012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -46109.886719 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -46109.89 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 366 members 
Entering Unmasked Estep 
Score: -45526.578125 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -45526.58 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -45708.886719 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -45708.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -45767.785156 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -45767.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -45859.789062 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -45859.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -45924.992188 Penalty: 592.838867
	Iteration 4F: 3 clusters Score -45924.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45970.523438 Penalty: 592.838867
	Iteration 5F: 3 clusters Score -45970.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46022.257812 Penalty: 592.838867
	Iteration 6F: 3 clusters Score -46022.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46060.292969 Penalty: 592.838867
	Iteration 7F: 3 clusters Score -46060.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46094.171875 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -46094.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46119.246094 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -46119.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46129.082031 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -46129.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46135.031250 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -46135.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46148.707031 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -46148.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46159.117188 Penalty: 592.838867
	Iteration 13Q: 3 clusters Score -46159.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46169.835938 Penalty: 592.838867
	Iteration 14Q: 3 clusters Score -46169.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46177.632812 Penalty: 592.838867
	Iteration 15Q: 3 clusters Score -46177.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46180.664062 Penalty: 592.838867
	Iteration 16Q: 3 clusters Score -46180.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46183.386719 Penalty: 592.838867
	Iteration 17Q: 3 clusters Score -46183.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46186.714844 Penalty: 592.838867
	Iteration 18Q: 3 clusters Score -46186.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46188.527344 Penalty: 592.838867
	Iteration 19Q: 3 clusters Score -46188.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46189.035156 Penalty: 592.838867
	Iteration 20F: 3 clusters Score -46189.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46189.617188 Penalty: 592.838867
	Iteration 21Q: 3 clusters Score -46189.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46190.269531 Penalty: 592.838867
	Iteration 22Q: 3 clusters Score -46190.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46190.269531 Penalty: 592.838867
	Iteration 23F: 3 clusters Score -46190.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 425 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 250 members 
Entering Unmasked Estep 
Score: -14108783.000000 Penalty: 56228.996094
Splitting cluster 91 changes total score from -14108926.000000 to -14108783.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 92 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -4803.540527 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -4803.541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4621.664062 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -4621.664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4690.504883 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -4690.505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4709.396484 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -4709.396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4721.697754 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -4721.698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4730.151367 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -4730.151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4732.435547 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -4732.436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4732.435547 Penalty: 434.900208
	Iteration 6F: 3 clusters Score -4732.436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7960.959961 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7960.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7721.103027 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7721.103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7768.640137 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7768.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7782.475098 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -7782.475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7795.350586 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7795.351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7801.866699 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7801.867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7807.969238 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -7807.969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7813.594727 Penalty: 451.618896
	Iteration 6Q: 3 clusters Score -7813.595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7815.125000 Penalty: 451.618896
	Iteration 7Q: 3 clusters Score -7815.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7815.125000 Penalty: 451.618896
	Iteration 8F: 3 clusters Score -7815.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -15935.757812 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -15935.76 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 103 members 
Entering Unmasked Estep 
Score: -15634.690430 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -15634.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15704.650391 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -15704.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15724.743164 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -15724.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15732.681641 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -15732.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15736.654297 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -15736.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15738.961914 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -15738.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15738.961914 Penalty: 486.152405
	Iteration 6F: 3 clusters Score -15738.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2863.813477 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2863.813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2716.955811 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2716.956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2753.947021 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2753.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2758.898926 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2758.899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2758.898926 Penalty: 361.296570
	Iteration 3F: 3 clusters Score -2758.899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7846.517578 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7846.518 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 64 members 
Entering Unmasked Estep 
Score: -7598.236328 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -7598.236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7643.652832 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7643.653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7661.876953 Penalty: 455.967834
	Iteration 2Q: 3 clusters Score -7661.877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7672.069336 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -7672.069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7685.720703 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7685.721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7702.318359 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7702.318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7716.870605 Penalty: 455.967834
	Iteration 6F: 3 clusters Score -7716.871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7719.591309 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -7719.591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7720.337891 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -7720.338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7720.337891 Penalty: 455.967834
	Iteration 9F: 3 clusters Score -7720.338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -11575.713867 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -11575.71 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 132 members 
Entering Unmasked Estep 
Score: -11285.920898 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -11285.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11345.709961 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -11345.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11372.051758 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -11372.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11387.930664 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -11387.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11394.625000 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -11394.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11400.450195 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -11400.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11403.968750 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -11403.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11406.751953 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -11406.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11408.111328 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -11408.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11410.175781 Penalty: 491.643646
	Iteration 9Q: 3 clusters Score -11410.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11410.835938 Penalty: 491.643646
	Iteration 10Q: 3 clusters Score -11410.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11410.835938 Penalty: 491.643646
	Iteration 11F: 3 clusters Score -11410.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9524.177734 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -9524.178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9288.774414 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -9288.774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9343.992188 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -9343.992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9354.333984 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -9354.334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9360.472656 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -9360.473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9360.472656 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -9360.473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -25069.808594 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -25069.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24651.519531 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -24651.52 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24747.126953 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -24747.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24787.275391 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -24787.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24815.009766 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -24815.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24823.648438 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -24823.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24829.542969 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -24829.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24833.044922 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -24833.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24836.144531 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -24836.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24838.958984 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -24838.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24839.927734 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -24839.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24839.927734 Penalty: 540.315796
	Iteration 10F: 3 clusters Score -24839.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 233 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108957.000000 Penalty: 55666.703125
Iteration 205F: 100 clusters Score -1.410896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 122 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 232 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 510 members 
Mstep: Class 70 contains 60 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108967.000000 Penalty: 55666.703125
Iteration 206Q: 100 clusters Score -1.410897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 121 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 61 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108974.000000 Penalty: 55666.703125
Iteration 207Q: 100 clusters Score -1.410897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 367 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 121 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1180 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 62 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108972.000000 Penalty: 55666.703125
Iteration 208Q: 100 clusters Score -1.410897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 368 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1179 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108972.000000 Penalty: 55666.703125
Iteration 209Q: 100 clusters Score -1.410897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 370 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 506 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108975.000000 Penalty: 55666.703125
Iteration 210Q: 100 clusters Score -1.410898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 372 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 505 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108969.000000 Penalty: 55666.703125
Iteration 211Q: 100 clusters Score -1.410897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 375 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1174 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108971.000000 Penalty: 55666.703125
Iteration 212Q: 100 clusters Score -1.410897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 376 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1173 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108971.000000 Penalty: 55666.703125
Iteration 213Q: 100 clusters Score -1.410897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108972.000000 Penalty: 55666.703125
Iteration 214Q: 100 clusters Score -1.410897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14108972.000000 Penalty: 55666.703125
Iteration 215F: 100 clusters Score -1.410897e+07 nChanged 0
Entering ConstructFrom: 
Score: -14108972.000000 Penalty: 55666.703125
Entering ConstructFrom: 
Trying to split cluster 1 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -17843.808594 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -17843.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -17466.736328 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -17466.74 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17557.978516 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -17557.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17590.595703 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -17590.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17612.068359 Penalty: 534.362732
	Iteration 3F: 3 clusters Score -17612.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17641.101562 Penalty: 534.362732
	Iteration 4F: 3 clusters Score -17641.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17661.759766 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -17661.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17670.156250 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -17670.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17673.552734 Penalty: 534.362732
	Iteration 7Q: 3 clusters Score -17673.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17675.214844 Penalty: 534.362732
	Iteration 8Q: 3 clusters Score -17675.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17676.306641 Penalty: 534.362732
	Iteration 9Q: 3 clusters Score -17676.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17676.306641 Penalty: 534.362732
	Iteration 10F: 3 clusters Score -17676.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -16332.950195 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -16332.95 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 159 members 
Entering Unmasked Estep 
Score: -16000.163086 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -16000.16 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16164.088867 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -16164.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16216.507812 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -16216.51 nChanged 18
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: -16249.157227 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -16249.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16293.717773 Penalty: 525.484192
	Iteration 4F: 3 clusters Score -16293.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16317.255859 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -16317.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16329.270508 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -16329.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16347.517578 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -16347.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16360.887695 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -16360.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16377.973633 Penalty: 525.484192
	Iteration 9Q: 3 clusters Score -16377.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16420.271484 Penalty: 525.484192
	Iteration 10Q: 3 clusters Score -16420.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16456.097656 Penalty: 525.484192
	Iteration 11Q: 3 clusters Score -16456.1 nChanged 6
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: -16473.728516 Penalty: 525.484192
	Iteration 12Q: 3 clusters Score -16473.73 nChanged 3
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: -16493.794922 Penalty: 525.484192
	Iteration 13Q: 3 clusters Score -16493.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16519.423828 Penalty: 525.484192
	Iteration 14Q: 3 clusters Score -16519.42 nChanged 4
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: -16532.380859 Penalty: 525.484192
	Iteration 15Q: 3 clusters Score -16532.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16543.894531 Penalty: 525.484192
	Iteration 16Q: 3 clusters Score -16543.89 nChanged 3
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: -16548.773438 Penalty: 525.484192
	Iteration 17Q: 3 clusters Score -16548.77 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: -16549.695312 Penalty: 525.484192
	Iteration 18Q: 3 clusters Score -16549.7 nChanged 1
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: -16550.949219 Penalty: 525.484192
	Iteration 19Q: 3 clusters Score -16550.95 nChanged 0
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: -16550.949219 Penalty: 525.484192
	Iteration 20F: 3 clusters Score -16550.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 190 members 
Entering Unmasked Estep 
Score: -14108890.000000 Penalty: 56228.996094
Splitting cluster 2 changes total score from -14108972.000000 to -14108890.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -28533.326172 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -28533.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28094.890625 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -28094.89 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28302.337891 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -28302.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28364.580078 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -28364.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28395.228516 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -28395.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28418.453125 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -28418.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28464.652344 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -28464.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28511.613281 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -28511.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28542.431641 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -28542.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28553.154297 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -28553.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28560.681641 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -28560.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28564.494141 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -28564.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28567.900391 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -28567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28569.466797 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -28569.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28569.466797 Penalty: 569.969238
	Iteration 13F: 3 clusters Score -28569.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 367 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 158 members 
Entering Unmasked Estep 
Score: -14108731.000000 Penalty: 56228.996094
Splitting cluster 3 changes total score from -14108972.000000 to -14108731.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (21453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Entering Unmasked Estep 
Score: -1379989.500000 Penalty: 453.799683
	Iteration 0F: 2 clusters Score -1379990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1365699.875000 Penalty: 907.599365
	Iteration 0F: 3 clusters Score -1365700 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1371786.750000 Penalty: 907.599365
	Iteration 1F: 3 clusters Score -1371787 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1372184.875000 Penalty: 907.599365
	Iteration 2Q: 3 clusters Score -1372185 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1372728.625000 Penalty: 907.599365
	Iteration 3Q: 3 clusters Score -1372729 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1373543.125000 Penalty: 907.599365
	Iteration 4F: 3 clusters Score -1373543 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1374619.125000 Penalty: 907.599365
	Iteration 5F: 3 clusters Score -1374619 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1375857.500000 Penalty: 907.599365
	Iteration 6F: 3 clusters Score -1375858 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1376688.000000 Penalty: 907.599365
	Iteration 7F: 3 clusters Score -1376688 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1376975.500000 Penalty: 907.599365
	Iteration 8Q: 3 clusters Score -1376976 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1377113.125000 Penalty: 907.599365
	Iteration 9Q: 3 clusters Score -1377113 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1377216.625000 Penalty: 907.599365
	Iteration 10Q: 3 clusters Score -1377217 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1377319.000000 Penalty: 907.599365
	Iteration 11Q: 3 clusters Score -1377319 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1377402.875000 Penalty: 907.599365
	Iteration 12Q: 3 clusters Score -1377403 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1377479.500000 Penalty: 907.599365
	Iteration 13Q: 3 clusters Score -1377480 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1377552.375000 Penalty: 907.599365
	Iteration 14Q: 3 clusters Score -1377552 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1377641.875000 Penalty: 907.599365
	Iteration 15Q: 3 clusters Score -1377642 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1377731.250000 Penalty: 907.599365
	Iteration 16Q: 3 clusters Score -1377731 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1377825.625000 Penalty: 907.599365
	Iteration 17Q: 3 clusters Score -1377826 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1377939.375000 Penalty: 907.599365
	Iteration 18Q: 3 clusters Score -1377939 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1378057.625000 Penalty: 907.599365
	Iteration 19Q: 3 clusters Score -1378058 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1378156.500000 Penalty: 907.599365
	Iteration 20F: 3 clusters Score -1378156 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1378266.250000 Penalty: 907.599365
	Iteration 21Q: 3 clusters Score -1378266 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1378363.750000 Penalty: 907.599365
	Iteration 22Q: 3 clusters Score -1378364 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1378454.625000 Penalty: 907.599365
	Iteration 23Q: 3 clusters Score -1378455 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1378551.500000 Penalty: 907.599365
	Iteration 24Q: 3 clusters Score -1378552 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1378667.125000 Penalty: 907.599365
	Iteration 25Q: 3 clusters Score -1378667 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1378775.125000 Penalty: 907.599365
	Iteration 26Q: 3 clusters Score -1378775 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1378865.125000 Penalty: 907.599365
	Iteration 27Q: 3 clusters Score -1378865 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1378937.500000 Penalty: 907.599365
	Iteration 28Q: 3 clusters Score -1378938 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1379003.625000 Penalty: 907.599365
	Iteration 29Q: 3 clusters Score -1379004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1379086.500000 Penalty: 907.599365
	Iteration 30Q: 3 clusters Score -1379086 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -1379168.500000 Penalty: 907.599365
	Iteration 31Q: 3 clusters Score -1379168 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -1379248.250000 Penalty: 907.599365
	Iteration 32Q: 3 clusters Score -1379248 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1379341.000000 Penalty: 907.599365
	Iteration 33Q: 3 clusters Score -1379341 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1379411.750000 Penalty: 907.599365
	Iteration 34Q: 3 clusters Score -1379412 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1379477.875000 Penalty: 907.599365
	Iteration 35Q: 3 clusters Score -1379478 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -1379531.875000 Penalty: 907.599365
	Iteration 36Q: 3 clusters Score -1379532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -1379583.750000 Penalty: 907.599365
	Iteration 37Q: 3 clusters Score -1379584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -1379610.125000 Penalty: 907.599365
	Iteration 38Q: 3 clusters Score -1379610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -1379633.750000 Penalty: 907.599365
	Iteration 39Q: 3 clusters Score -1379634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -1379656.250000 Penalty: 907.599365
	Iteration 40F: 3 clusters Score -1379656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -1379676.875000 Penalty: 907.599365
	Iteration 41Q: 3 clusters Score -1379677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1379691.375000 Penalty: 907.599365
	Iteration 42Q: 3 clusters Score -1379691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -1379702.250000 Penalty: 907.599365
	Iteration 43Q: 3 clusters Score -1379702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -1379709.000000 Penalty: 907.599365
	Iteration 44Q: 3 clusters Score -1379709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -1379713.375000 Penalty: 907.599365
	Iteration 45Q: 3 clusters Score -1379713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -1379714.500000 Penalty: 907.599365
	Iteration 46Q: 3 clusters Score -1379714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1379716.750000 Penalty: 907.599365
	Iteration 47Q: 3 clusters Score -1379717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -1379715.625000 Penalty: 907.599365
	Iteration 48Q: 3 clusters Score -1379716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -1379715.875000 Penalty: 907.599365
	Iteration 49Q: 3 clusters Score -1379716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -1379722.250000 Penalty: 907.599365
	Iteration 50Q: 3 clusters Score -1379722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -1379725.625000 Penalty: 907.599365
	Iteration 51Q: 3 clusters Score -1379726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -1379725.625000 Penalty: 907.599365
	Iteration 52Q: 3 clusters Score -1379726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1379730.125000 Penalty: 907.599365
	Iteration 53Q: 3 clusters Score -1379730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -1379734.875000 Penalty: 907.599365
	Iteration 54Q: 3 clusters Score -1379735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -1379738.375000 Penalty: 907.599365
	Iteration 55Q: 3 clusters Score -1379738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -1379744.500000 Penalty: 907.599365
	Iteration 56Q: 3 clusters Score -1379744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1379746.750000 Penalty: 907.599365
	Iteration 57Q: 3 clusters Score -1379747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1379747.500000 Penalty: 907.599365
	Iteration 58Q: 3 clusters Score -1379748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1379749.750000 Penalty: 907.599365
	Iteration 59Q: 3 clusters Score -1379750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1379755.375000 Penalty: 907.599365
	Iteration 60F: 3 clusters Score -1379755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1379754.000000 Penalty: 907.599365
	Iteration 61Q: 3 clusters Score -1379754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1379752.750000 Penalty: 907.599365
	Iteration 62Q: 3 clusters Score -1379753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -1379753.750000 Penalty: 907.599365
	Iteration 63Q: 3 clusters Score -1379754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1379755.750000 Penalty: 907.599365
	Iteration 64Q: 3 clusters Score -1379756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -1379757.250000 Penalty: 907.599365
	Iteration 65Q: 3 clusters Score -1379757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -1379761.375000 Penalty: 907.599365
	Iteration 66Q: 3 clusters Score -1379761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -1379761.625000 Penalty: 907.599365
	Iteration 67Q: 3 clusters Score -1379762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1379763.375000 Penalty: 907.599365
	Iteration 68Q: 3 clusters Score -1379763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1379763.375000 Penalty: 907.599365
	Iteration 69F: 3 clusters Score -1379763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -99031.195312 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -99031.2 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 836 members 
Entering Unmasked Estep 
Score: -97853.984375 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -97853.98 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -98209.171875 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -98209.17 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -98261.687500 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -98261.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -98307.617188 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -98307.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -98348.796875 Penalty: 672.618774
	Iteration 4Q: 3 clusters Score -98348.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -98391.242188 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -98391.24 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -98452.406250 Penalty: 672.618774
	Iteration 6F: 3 clusters Score -98452.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -98509.687500 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -98509.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -98571.242188 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -98571.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -98628.031250 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -98628.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -98674.695312 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -98674.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -98695.187500 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -98695.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -98707.789062 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -98707.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -98718.640625 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -98718.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -98724.820312 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -98724.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -98727.914062 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -98727.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -98731.640625 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -98731.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -98733.351562 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -98733.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -98737.640625 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -98737.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -98739.617188 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -98739.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -98742.734375 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -98742.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -98742.968750 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -98742.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -98742.968750 Penalty: 672.618774
	Iteration 22F: 3 clusters Score -98742.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -32691.914062 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -32691.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32171.892578 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -32171.89 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32359.232422 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -32359.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32416.705078 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -32416.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32456.994141 Penalty: 576.972717
	Iteration 3F: 3 clusters Score -32456.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32477.435547 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -32477.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32486.080078 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -32486.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32494.107422 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -32494.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32499.140625 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -32499.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32508.218750 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -32508.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32511.916016 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -32511.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32512.597656 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -32512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32512.597656 Penalty: 576.972717
	Iteration 11F: 3 clusters Score -32512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -33870.539062 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -33870.54 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 286 members 
Entering Unmasked Estep 
Score: -33366.683594 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -33366.68 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33529.531250 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -33529.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33588.671875 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -33588.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33649.925781 Penalty: 571.856201
	Iteration 3F: 3 clusters Score -33649.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33691.570312 Penalty: 571.856201
	Iteration 4Q: 3 clusters Score -33691.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33724.988281 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -33724.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33741.562500 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -33741.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33756.753906 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -33756.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33766.171875 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -33766.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -33771.996094 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -33772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -33777.738281 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -33777.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33781.523438 Penalty: 571.856201
	Iteration 11Q: 3 clusters Score -33781.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33782.839844 Penalty: 571.856201
	Iteration 12Q: 3 clusters Score -33782.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33783.925781 Penalty: 571.856201
	Iteration 13Q: 3 clusters Score -33783.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33783.925781 Penalty: 571.856201
	Iteration 14F: 3 clusters Score -33783.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -458575.843750 Penalty: 410.405731
	Iteration 0F: 2 clusters Score -458575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -453068.218750 Penalty: 820.811462
	Iteration 0F: 3 clusters Score -453068.2 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -455314.593750 Penalty: 820.811462
	Iteration 1F: 3 clusters Score -455314.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -455671.718750 Penalty: 820.811462
	Iteration 2F: 3 clusters Score -455671.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -456091.375000 Penalty: 820.811462
	Iteration 3F: 3 clusters Score -456091.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -456484.812500 Penalty: 820.811462
	Iteration 4F: 3 clusters Score -456484.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -456846.718750 Penalty: 820.811462
	Iteration 5F: 3 clusters Score -456846.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -457133.312500 Penalty: 820.811462
	Iteration 6F: 3 clusters Score -457133.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -457360.000000 Penalty: 820.811462
	Iteration 7Q: 3 clusters Score -457360 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -457500.468750 Penalty: 820.811462
	Iteration 8Q: 3 clusters Score -457500.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -457585.375000 Penalty: 820.811462
	Iteration 9Q: 3 clusters Score -457585.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -457640.937500 Penalty: 820.811462
	Iteration 10Q: 3 clusters Score -457640.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -457683.406250 Penalty: 820.811462
	Iteration 11Q: 3 clusters Score -457683.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -457719.468750 Penalty: 820.811462
	Iteration 12Q: 3 clusters Score -457719.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -457752.125000 Penalty: 820.811462
	Iteration 13Q: 3 clusters Score -457752.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -457774.812500 Penalty: 820.811462
	Iteration 14Q: 3 clusters Score -457774.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -457797.906250 Penalty: 820.811462
	Iteration 15Q: 3 clusters Score -457797.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -457818.062500 Penalty: 820.811462
	Iteration 16Q: 3 clusters Score -457818.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -457838.000000 Penalty: 820.811462
	Iteration 17Q: 3 clusters Score -457838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -457853.250000 Penalty: 820.811462
	Iteration 18Q: 3 clusters Score -457853.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -457867.187500 Penalty: 820.811462
	Iteration 19Q: 3 clusters Score -457867.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -457887.125000 Penalty: 820.811462
	Iteration 20F: 3 clusters Score -457887.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -457914.468750 Penalty: 820.811462
	Iteration 21Q: 3 clusters Score -457914.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -457936.812500 Penalty: 820.811462
	Iteration 22Q: 3 clusters Score -457936.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -457956.312500 Penalty: 820.811462
	Iteration 23Q: 3 clusters Score -457956.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -457975.906250 Penalty: 820.811462
	Iteration 24Q: 3 clusters Score -457975.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -457998.031250 Penalty: 820.811462
	Iteration 25Q: 3 clusters Score -457998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -458016.875000 Penalty: 820.811462
	Iteration 26Q: 3 clusters Score -458016.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -458034.656250 Penalty: 820.811462
	Iteration 27Q: 3 clusters Score -458034.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -458046.812500 Penalty: 820.811462
	Iteration 28Q: 3 clusters Score -458046.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -458056.937500 Penalty: 820.811462
	Iteration 29Q: 3 clusters Score -458056.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -458070.375000 Penalty: 820.811462
	Iteration 30Q: 3 clusters Score -458070.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -458089.375000 Penalty: 820.811462
	Iteration 31Q: 3 clusters Score -458089.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -458108.531250 Penalty: 820.811462
	Iteration 32Q: 3 clusters Score -458108.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -458123.312500 Penalty: 820.811462
	Iteration 33Q: 3 clusters Score -458123.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -458135.937500 Penalty: 820.811462
	Iteration 34Q: 3 clusters Score -458135.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -458144.218750 Penalty: 820.811462
	Iteration 35Q: 3 clusters Score -458144.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -458154.656250 Penalty: 820.811462
	Iteration 36Q: 3 clusters Score -458154.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -458159.656250 Penalty: 820.811462
	Iteration 37Q: 3 clusters Score -458159.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -458168.093750 Penalty: 820.811462
	Iteration 38Q: 3 clusters Score -458168.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -458183.125000 Penalty: 820.811462
	Iteration 39Q: 3 clusters Score -458183.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -458198.250000 Penalty: 820.811462
	Iteration 40F: 3 clusters Score -458198.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -458219.656250 Penalty: 820.811462
	Iteration 41Q: 3 clusters Score -458219.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -458242.343750 Penalty: 820.811462
	Iteration 42Q: 3 clusters Score -458242.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -458265.437500 Penalty: 820.811462
	Iteration 43Q: 3 clusters Score -458265.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -458278.656250 Penalty: 820.811462
	Iteration 44Q: 3 clusters Score -458278.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -458286.218750 Penalty: 820.811462
	Iteration 45Q: 3 clusters Score -458286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -458288.406250 Penalty: 820.811462
	Iteration 46Q: 3 clusters Score -458288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -458291.562500 Penalty: 820.811462
	Iteration 47Q: 3 clusters Score -458291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -458293.312500 Penalty: 820.811462
	Iteration 48Q: 3 clusters Score -458293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -458293.937500 Penalty: 820.811462
	Iteration 49Q: 3 clusters Score -458293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -458294.406250 Penalty: 820.811462
	Iteration 50Q: 3 clusters Score -458294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -458294.625000 Penalty: 820.811462
	Iteration 51Q: 3 clusters Score -458294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -458296.125000 Penalty: 820.811462
	Iteration 52Q: 3 clusters Score -458296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -458296.031250 Penalty: 820.811462
	Iteration 53Q: 3 clusters Score -458296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -458296.031250 Penalty: 820.811462
	Iteration 54F: 3 clusters Score -458296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145168.750000 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -143479.984375 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -143480 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -144083.687500 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -144083.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144170.375000 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144170.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -144245.750000 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -144245.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -144337.375000 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -144337.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144443.078125 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144443.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144547.500000 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -144547.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -144637.734375 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -144637.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -144691.921875 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -144691.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144727.062500 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -144727.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144753.734375 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -144753.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144771.718750 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -144771.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144783.984375 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -144784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -144793.750000 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -144793.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144804.796875 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -144804.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144812.015625 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -144812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -144818.562500 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -144818.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -144822.859375 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -144822.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -144827.406250 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -144827.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -144831.796875 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -144831.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144837.406250 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -144837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -144840.265625 Penalty: 708.689514
	Iteration 21Q: 3 clusters Score -144840.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -144843.171875 Penalty: 708.689514
	Iteration 22Q: 3 clusters Score -144843.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -144848.406250 Penalty: 708.689514
	Iteration 23Q: 3 clusters Score -144848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -144853.203125 Penalty: 708.689514
	Iteration 24Q: 3 clusters Score -144853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -144854.500000 Penalty: 708.689514
	Iteration 25Q: 3 clusters Score -144854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144855.203125 Penalty: 708.689514
	Iteration 26Q: 3 clusters Score -144855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144855.203125 Penalty: 708.689514
	Iteration 27F: 3 clusters Score -144855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Entering Unmasked Estep 
Score: -1273993.625000 Penalty: 453.591370
	Iteration 0F: 2 clusters Score -1273994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1259627.250000 Penalty: 907.182739
	Iteration 0F: 3 clusters Score -1259627 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1265995.375000 Penalty: 907.182739
	Iteration 1F: 3 clusters Score -1265995 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1266534.250000 Penalty: 907.182739
	Iteration 2F: 3 clusters Score -1266534 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1267190.250000 Penalty: 907.182739
	Iteration 3F: 3 clusters Score -1267190 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1268007.250000 Penalty: 907.182739
	Iteration 4F: 3 clusters Score -1268007 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1268926.125000 Penalty: 907.182739
	Iteration 5F: 3 clusters Score -1268926 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1269801.750000 Penalty: 907.182739
	Iteration 6F: 3 clusters Score -1269802 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1270657.625000 Penalty: 907.182739
	Iteration 7F: 3 clusters Score -1270658 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1271561.500000 Penalty: 907.182739
	Iteration 8F: 3 clusters Score -1271562 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1272474.500000 Penalty: 907.182739
	Iteration 9Q: 3 clusters Score -1272474 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1273122.875000 Penalty: 907.182739
	Iteration 10Q: 3 clusters Score -1273123 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1273433.000000 Penalty: 907.182739
	Iteration 11Q: 3 clusters Score -1273433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1273559.375000 Penalty: 907.182739
	Iteration 12Q: 3 clusters Score -1273559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1273615.500000 Penalty: 907.182739
	Iteration 13Q: 3 clusters Score -1273616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1273641.500000 Penalty: 907.182739
	Iteration 14Q: 3 clusters Score -1273642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1273651.125000 Penalty: 907.182739
	Iteration 15Q: 3 clusters Score -1273651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1273661.875000 Penalty: 907.182739
	Iteration 16Q: 3 clusters Score -1273662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1273664.500000 Penalty: 907.182739
	Iteration 17Q: 3 clusters Score -1273664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1273666.875000 Penalty: 907.182739
	Iteration 18Q: 3 clusters Score -1273667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1273668.125000 Penalty: 907.182739
	Iteration 19Q: 3 clusters Score -1273668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1273670.625000 Penalty: 907.182739
	Iteration 20F: 3 clusters Score -1273671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1273673.375000 Penalty: 907.182739
	Iteration 21Q: 3 clusters Score -1273673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1273674.875000 Penalty: 907.182739
	Iteration 22Q: 3 clusters Score -1273675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1273678.375000 Penalty: 907.182739
	Iteration 23Q: 3 clusters Score -1273678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1273679.000000 Penalty: 907.182739
	Iteration 24Q: 3 clusters Score -1273679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1273678.125000 Penalty: 907.182739
	Iteration 25Q: 3 clusters Score -1273678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1273678.125000 Penalty: 907.182739
	Iteration 26F: 3 clusters Score -1273678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Entering Unmasked Estep 
Score: -1415161.250000 Penalty: 442.466614
	Iteration 0F: 2 clusters Score -1415161 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 8354 members 
Entering Unmasked Estep 
Score: -1406550.000000 Penalty: 884.933228
	Iteration 0F: 3 clusters Score -1406550 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1410960.375000 Penalty: 884.933228
	Iteration 1F: 3 clusters Score -1410960 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1411074.750000 Penalty: 884.933228
	Iteration 2F: 3 clusters Score -1411075 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1411248.500000 Penalty: 884.933228
	Iteration 3Q: 3 clusters Score -1411248 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1411487.750000 Penalty: 884.933228
	Iteration 4F: 3 clusters Score -1411488 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1411851.750000 Penalty: 884.933228
	Iteration 5F: 3 clusters Score -1411852 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1412411.125000 Penalty: 884.933228
	Iteration 6F: 3 clusters Score -1412411 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1413140.125000 Penalty: 884.933228
	Iteration 7F: 3 clusters Score -1413140 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1413824.375000 Penalty: 884.933228
	Iteration 8F: 3 clusters Score -1413824 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1414193.375000 Penalty: 884.933228
	Iteration 9Q: 3 clusters Score -1414193 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1414316.250000 Penalty: 884.933228
	Iteration 10Q: 3 clusters Score -1414316 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1414360.375000 Penalty: 884.933228
	Iteration 11Q: 3 clusters Score -1414360 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1414375.750000 Penalty: 884.933228
	Iteration 12Q: 3 clusters Score -1414376 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1414386.625000 Penalty: 884.933228
	Iteration 13Q: 3 clusters Score -1414387 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1414388.375000 Penalty: 884.933228
	Iteration 14Q: 3 clusters Score -1414388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1414383.875000 Penalty: 884.933228
	Iteration 15Q: 3 clusters Score -1414384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1414382.000000 Penalty: 884.933228
	Iteration 16Q: 3 clusters Score -1414382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1414382.250000 Penalty: 884.933228
	Iteration 17Q: 3 clusters Score -1414382 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1414375.000000 Penalty: 884.933228
	Iteration 18Q: 3 clusters Score -1414375 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1414374.500000 Penalty: 884.933228
	Iteration 19Q: 3 clusters Score -1414374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1414356.875000 Penalty: 884.933228
	Iteration 20F: 3 clusters Score -1414357 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1414349.875000 Penalty: 884.933228
	Iteration 21Q: 3 clusters Score -1414350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1414347.750000 Penalty: 884.933228
	Iteration 22Q: 3 clusters Score -1414348 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1414330.875000 Penalty: 884.933228
	Iteration 23Q: 3 clusters Score -1414331 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1414320.500000 Penalty: 884.933228
	Iteration 24Q: 3 clusters Score -1414320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1414326.750000 Penalty: 884.933228
	Iteration 25Q: 3 clusters Score -1414327 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1414319.250000 Penalty: 884.933228
	Iteration 26Q: 3 clusters Score -1414319 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1414312.625000 Penalty: 884.933228
	Iteration 27Q: 3 clusters Score -1414313 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1414313.500000 Penalty: 884.933228
	Iteration 28Q: 3 clusters Score -1414314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1414304.000000 Penalty: 884.933228
	Iteration 29Q: 3 clusters Score -1414304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1414299.250000 Penalty: 884.933228
	Iteration 30Q: 3 clusters Score -1414299 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1414290.250000 Penalty: 884.933228
	Iteration 31Q: 3 clusters Score -1414290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1414294.750000 Penalty: 884.933228
	Iteration 32Q: 3 clusters Score -1414295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1414294.375000 Penalty: 884.933228
	Iteration 33Q: 3 clusters Score -1414294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1414298.875000 Penalty: 884.933228
	Iteration 34Q: 3 clusters Score -1414299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1414299.500000 Penalty: 884.933228
	Iteration 35Q: 3 clusters Score -1414300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1414293.625000 Penalty: 884.933228
	Iteration 36Q: 3 clusters Score -1414294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1414303.750000 Penalty: 884.933228
	Iteration 37Q: 3 clusters Score -1414304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1414304.500000 Penalty: 884.933228
	Iteration 38Q: 3 clusters Score -1414304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1414316.750000 Penalty: 884.933228
	Iteration 39Q: 3 clusters Score -1414317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1414318.500000 Penalty: 884.933228
	Iteration 40F: 3 clusters Score -1414318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1414314.375000 Penalty: 884.933228
	Iteration 41Q: 3 clusters Score -1414314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1414316.875000 Penalty: 884.933228
	Iteration 42Q: 3 clusters Score -1414317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1414318.250000 Penalty: 884.933228
	Iteration 43Q: 3 clusters Score -1414318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1414316.500000 Penalty: 884.933228
	Iteration 44Q: 3 clusters Score -1414316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1414314.125000 Penalty: 884.933228
	Iteration 45Q: 3 clusters Score -1414314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1414323.625000 Penalty: 884.933228
	Iteration 46Q: 3 clusters Score -1414324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1414320.625000 Penalty: 884.933228
	Iteration 47Q: 3 clusters Score -1414321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1414329.375000 Penalty: 884.933228
	Iteration 48Q: 3 clusters Score -1414329 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1414334.875000 Penalty: 884.933228
	Iteration 49Q: 3 clusters Score -1414335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1414336.000000 Penalty: 884.933228
	Iteration 50Q: 3 clusters Score -1414336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1414339.875000 Penalty: 884.933228
	Iteration 51Q: 3 clusters Score -1414340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1414346.250000 Penalty: 884.933228
	Iteration 52Q: 3 clusters Score -1414346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1414356.125000 Penalty: 884.933228
	Iteration 53Q: 3 clusters Score -1414356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1414361.000000 Penalty: 884.933228
	Iteration 54Q: 3 clusters Score -1414361 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1414371.500000 Penalty: 884.933228
	Iteration 55Q: 3 clusters Score -1414372 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1414389.875000 Penalty: 884.933228
	Iteration 56Q: 3 clusters Score -1414390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1414399.250000 Penalty: 884.933228
	Iteration 57Q: 3 clusters Score -1414399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1414406.625000 Penalty: 884.933228
	Iteration 58Q: 3 clusters Score -1414407 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1414417.500000 Penalty: 884.933228
	Iteration 59Q: 3 clusters Score -1414418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1414430.625000 Penalty: 884.933228
	Iteration 60F: 3 clusters Score -1414431 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1414436.375000 Penalty: 884.933228
	Iteration 61Q: 3 clusters Score -1414436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1414448.125000 Penalty: 884.933228
	Iteration 62Q: 3 clusters Score -1414448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1414457.000000 Penalty: 884.933228
	Iteration 63Q: 3 clusters Score -1414457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1414455.750000 Penalty: 884.933228
	Iteration 64Q: 3 clusters Score -1414456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1414464.125000 Penalty: 884.933228
	Iteration 65Q: 3 clusters Score -1414464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1414468.125000 Penalty: 884.933228
	Iteration 66Q: 3 clusters Score -1414468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1414468.250000 Penalty: 884.933228
	Iteration 67Q: 3 clusters Score -1414468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1414467.625000 Penalty: 884.933228
	Iteration 68Q: 3 clusters Score -1414468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1414471.875000 Penalty: 884.933228
	Iteration 69Q: 3 clusters Score -1414472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1414468.625000 Penalty: 884.933228
	Iteration 70Q: 3 clusters Score -1414469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1414473.500000 Penalty: 884.933228
	Iteration 71Q: 3 clusters Score -1414474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1414474.375000 Penalty: 884.933228
	Iteration 72Q: 3 clusters Score -1414474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1414477.125000 Penalty: 884.933228
	Iteration 73Q: 3 clusters Score -1414477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1414476.750000 Penalty: 884.933228
	Iteration 74Q: 3 clusters Score -1414477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1414477.625000 Penalty: 884.933228
	Iteration 75Q: 3 clusters Score -1414478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1414477.875000 Penalty: 884.933228
	Iteration 76Q: 3 clusters Score -1414478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1414476.875000 Penalty: 884.933228
	Iteration 77Q: 3 clusters Score -1414477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1414482.250000 Penalty: 884.933228
	Iteration 78Q: 3 clusters Score -1414482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1414482.125000 Penalty: 884.933228
	Iteration 79Q: 3 clusters Score -1414482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1414479.500000 Penalty: 884.933228
	Iteration 80F: 3 clusters Score -1414480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1414484.500000 Penalty: 884.933228
	Iteration 81Q: 3 clusters Score -1414484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1414485.625000 Penalty: 884.933228
	Iteration 82Q: 3 clusters Score -1414486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1414486.750000 Penalty: 884.933228
	Iteration 83Q: 3 clusters Score -1414487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1414487.875000 Penalty: 884.933228
	Iteration 84Q: 3 clusters Score -1414488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1414485.000000 Penalty: 884.933228
	Iteration 85Q: 3 clusters Score -1414485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1414484.000000 Penalty: 884.933228
	Iteration 86Q: 3 clusters Score -1414484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1414485.750000 Penalty: 884.933228
	Iteration 87Q: 3 clusters Score -1414486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1414484.625000 Penalty: 884.933228
	Iteration 88Q: 3 clusters Score -1414485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1414487.375000 Penalty: 884.933228
	Iteration 89Q: 3 clusters Score -1414487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1414487.500000 Penalty: 884.933228
	Iteration 90Q: 3 clusters Score -1414488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1414489.500000 Penalty: 884.933228
	Iteration 91Q: 3 clusters Score -1414490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1414484.375000 Penalty: 884.933228
	Iteration 92Q: 3 clusters Score -1414484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1414483.000000 Penalty: 884.933228
	Iteration 93Q: 3 clusters Score -1414483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1414484.625000 Penalty: 884.933228
	Iteration 94Q: 3 clusters Score -1414485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1414485.750000 Penalty: 884.933228
	Iteration 95Q: 3 clusters Score -1414486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1414484.375000 Penalty: 884.933228
	Iteration 96Q: 3 clusters Score -1414484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1414484.875000 Penalty: 884.933228
	Iteration 97Q: 3 clusters Score -1414485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1414486.750000 Penalty: 884.933228
	Iteration 98Q: 3 clusters Score -1414487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1414485.500000 Penalty: 884.933228
	Iteration 99Q: 3 clusters Score -1414486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1414483.625000 Penalty: 884.933228
	Iteration 100F: 3 clusters Score -1414484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1414482.875000 Penalty: 884.933228
	Iteration 101Q: 3 clusters Score -1414483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1414485.000000 Penalty: 884.933228
	Iteration 102Q: 3 clusters Score -1414485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1414485.000000 Penalty: 884.933228
	Iteration 103F: 3 clusters Score -1414485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -21419.238281 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -21419.24 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 179 members 
Entering Unmasked Estep 
Score: -21063.193359 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -21063.19 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21206.587891 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -21206.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21258.750000 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -21258.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21297.083984 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -21297.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21320.886719 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -21320.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21346.330078 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -21346.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21390.220703 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -21390.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21414.162109 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -21414.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21423.562500 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -21423.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21425.607422 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -21425.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21426.597656 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -21426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21427.447266 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -21427.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21432.568359 Penalty: 531.498352
	Iteration 12F: 3 clusters Score -21432.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21437.804688 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -21437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21438.740234 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -21438.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21438.740234 Penalty: 531.498352
	Iteration 15F: 3 clusters Score -21438.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 229 members 
Entering Unmasked Estep 
Score: -14108698.000000 Penalty: 56228.996094
Splitting cluster 12 changes total score from -14108972.000000 to -14108698.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -8468.423828 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -8468.424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8232.196289 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -8232.196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8282.890625 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -8282.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8286.429688 Penalty: 430.994049
	Iteration 2Q: 3 clusters Score -8286.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8286.429688 Penalty: 430.994049
	Iteration 3F: 3 clusters Score -8286.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -9896.239258 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -9896.239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9637.711914 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -9637.712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9741.785156 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -9741.785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9769.233398 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -9769.233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9779.076172 Penalty: 469.474030
	Iteration 3Q: 3 clusters Score -9779.076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9788.693359 Penalty: 469.474030
	Iteration 4Q: 3 clusters Score -9788.693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9789.925781 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -9789.926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9789.925781 Penalty: 469.474030
	Iteration 6F: 3 clusters Score -9789.926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -17418.582031 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -17418.58 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 157 members 
Entering Unmasked Estep 
Score: -17072.285156 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -17072.29 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17194.980469 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -17194.98 nChanged 29
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: -17248.542969 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -17248.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17284.509766 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -17284.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17301.818359 Penalty: 522.321167
	Iteration 4F: 3 clusters Score -17301.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17311.380859 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -17311.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17318.330078 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -17318.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17325.423828 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -17325.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17327.433594 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -17327.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17329.710938 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -17329.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17332.898438 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -17332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17332.898438 Penalty: 522.321167
	Iteration 11F: 3 clusters Score -17332.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -30921.044922 Penalty: 294.562042
	Iteration 0F: 2 clusters Score -30921.04 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 340 members 
Entering Unmasked Estep 
Score: -30348.412109 Penalty: 589.124084
	Iteration 0F: 3 clusters Score -30348.41 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30611.314453 Penalty: 589.124084
	Iteration 1F: 3 clusters Score -30611.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30740.490234 Penalty: 589.124084
	Iteration 2F: 3 clusters Score -30740.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30842.011719 Penalty: 589.124084
	Iteration 3F: 3 clusters Score -30842.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30904.621094 Penalty: 589.124084
	Iteration 4F: 3 clusters Score -30904.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -30937.388672 Penalty: 589.124084
	Iteration 5Q: 3 clusters Score -30937.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30947.527344 Penalty: 589.124084
	Iteration 6Q: 3 clusters Score -30947.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30957.429688 Penalty: 589.124084
	Iteration 7Q: 3 clusters Score -30957.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30961.080078 Penalty: 589.124084
	Iteration 8Q: 3 clusters Score -30961.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -30962.126953 Penalty: 589.124084
	Iteration 9Q: 3 clusters Score -30962.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -30962.126953 Penalty: 589.124084
	Iteration 10F: 3 clusters Score -30962.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 285 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 363 members 
Entering Unmasked Estep 
Score: -14108749.000000 Penalty: 56228.996094
Splitting cluster 16 changes total score from -14108972.000000 to -14108749.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -33954.804688 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -33954.8 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 268 members 
Entering Unmasked Estep 
Score: -33445.707031 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -33445.71 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33557.593750 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -33557.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33588.425781 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -33588.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33616.433594 Penalty: 574.697571
	Iteration 3F: 3 clusters Score -33616.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33627.804688 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -33627.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33649.265625 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -33649.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33673.511719 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -33673.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33700.015625 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -33700.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33722.828125 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -33722.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33742.574219 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -33742.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33751.914062 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -33751.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33760.226562 Penalty: 574.697571
	Iteration 11Q: 3 clusters Score -33760.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33769.453125 Penalty: 574.697571
	Iteration 12Q: 3 clusters Score -33769.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33778.593750 Penalty: 574.697571
	Iteration 13Q: 3 clusters Score -33778.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33788.652344 Penalty: 574.697571
	Iteration 14Q: 3 clusters Score -33788.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33796.265625 Penalty: 574.697571
	Iteration 15Q: 3 clusters Score -33796.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33801.261719 Penalty: 574.697571
	Iteration 16Q: 3 clusters Score -33801.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33805.871094 Penalty: 574.697571
	Iteration 17Q: 3 clusters Score -33805.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33808.519531 Penalty: 574.697571
	Iteration 18Q: 3 clusters Score -33808.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33811.847656 Penalty: 574.697571
	Iteration 19Q: 3 clusters Score -33811.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33814.316406 Penalty: 574.697571
	Iteration 20F: 3 clusters Score -33814.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33815.406250 Penalty: 574.697571
	Iteration 21Q: 3 clusters Score -33815.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33815.902344 Penalty: 574.697571
	Iteration 22Q: 3 clusters Score -33815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33817.511719 Penalty: 574.697571
	Iteration 23Q: 3 clusters Score -33817.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33819.097656 Penalty: 574.697571
	Iteration 24Q: 3 clusters Score -33819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33819.097656 Penalty: 574.697571
	Iteration 25F: 3 clusters Score -33819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -8335.803711 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -8335.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8096.479980 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -8096.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8134.003418 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -8134.003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8139.325195 Penalty: 448.380096
	Iteration 2Q: 3 clusters Score -8139.325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8139.325195 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -8139.325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -19698.328125 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -19698.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19302.402344 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -19302.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19398.251953 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -19398.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19417.103516 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -19417.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19429.339844 Penalty: 540.075378
	Iteration 3Q: 3 clusters Score -19429.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19439.904297 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -19439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19451.666016 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -19451.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19461.060547 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -19461.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19474.826172 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -19474.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19487.488281 Penalty: 540.075378
	Iteration 8Q: 3 clusters Score -19487.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19496.978516 Penalty: 540.075378
	Iteration 9Q: 3 clusters Score -19496.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19507.832031 Penalty: 540.075378
	Iteration 10Q: 3 clusters Score -19507.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19519.152344 Penalty: 540.075378
	Iteration 11Q: 3 clusters Score -19519.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19526.851562 Penalty: 540.075378
	Iteration 12Q: 3 clusters Score -19526.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19532.695312 Penalty: 540.075378
	Iteration 13Q: 3 clusters Score -19532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19536.181641 Penalty: 540.075378
	Iteration 14Q: 3 clusters Score -19536.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19537.371094 Penalty: 540.075378
	Iteration 15Q: 3 clusters Score -19537.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19540.095703 Penalty: 540.075378
	Iteration 16Q: 3 clusters Score -19540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19541.503906 Penalty: 540.075378
	Iteration 17Q: 3 clusters Score -19541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19541.503906 Penalty: 540.075378
	Iteration 18F: 3 clusters Score -19541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Entering Unmasked Estep 
Score: -2301.643066 Penalty: 181.498779
	Iteration 0F: 2 clusters Score -2301.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2152.474365 Penalty: 362.997559
	Iteration 0F: 3 clusters Score -2152.474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2166.824951 Penalty: 362.997559
	Iteration 1F: 3 clusters Score -2166.825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2169.277344 Penalty: 362.997559
	Iteration 2Q: 3 clusters Score -2169.277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2169.277344 Penalty: 362.997559
	Iteration 3F: 3 clusters Score -2169.277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -59415.371094 Penalty: 317.593445
	Iteration 0F: 2 clusters Score -59415.37 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 543 members 
Entering Unmasked Estep 
Score: -58555.406250 Penalty: 635.186890
	Iteration 0F: 3 clusters Score -58555.41 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -58857.167969 Penalty: 635.186890
	Iteration 1F: 3 clusters Score -58857.17 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -58967.621094 Penalty: 635.186890
	Iteration 2F: 3 clusters Score -58967.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -59073.843750 Penalty: 635.186890
	Iteration 3F: 3 clusters Score -59073.84 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59143.597656 Penalty: 635.186890
	Iteration 4F: 3 clusters Score -59143.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -59181.394531 Penalty: 635.186890
	Iteration 5Q: 3 clusters Score -59181.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -59205.125000 Penalty: 635.186890
	Iteration 6Q: 3 clusters Score -59205.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -59225.281250 Penalty: 635.186890
	Iteration 7Q: 3 clusters Score -59225.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -59236.628906 Penalty: 635.186890
	Iteration 8Q: 3 clusters Score -59236.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -59241.683594 Penalty: 635.186890
	Iteration 9Q: 3 clusters Score -59241.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -59243.660156 Penalty: 635.186890
	Iteration 10Q: 3 clusters Score -59243.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -59243.660156 Penalty: 635.186890
	Iteration 11F: 3 clusters Score -59243.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -11200.574219 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -11200.57 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 129 members 
Entering Unmasked Estep 
Score: -10906.560547 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -10906.56 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11029.070312 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -11029.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11062.054688 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -11062.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11092.837891 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -11092.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11109.240234 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -11109.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11120.145508 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -11120.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11128.441406 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -11128.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11130.590820 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -11130.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11130.997070 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -11131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11132.246094 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -11132.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11134.284180 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -11134.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11134.887695 Penalty: 496.044495
	Iteration 11Q: 3 clusters Score -11134.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11134.887695 Penalty: 496.044495
	Iteration 12F: 3 clusters Score -11134.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -175839.468750 Penalty: 359.529510
	Iteration 0F: 2 clusters Score -175839.5 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 1368 members 
Entering Unmasked Estep 
Score: -173982.906250 Penalty: 719.059021
	Iteration 0F: 3 clusters Score -173982.9 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -174600.437500 Penalty: 719.059021
	Iteration 1F: 3 clusters Score -174600.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -174668.828125 Penalty: 719.059021
	Iteration 2F: 3 clusters Score -174668.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -174724.906250 Penalty: 719.059021
	Iteration 3Q: 3 clusters Score -174724.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -174793.468750 Penalty: 719.059021
	Iteration 4Q: 3 clusters Score -174793.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -174883.968750 Penalty: 719.059021
	Iteration 5Q: 3 clusters Score -174884 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -175000.843750 Penalty: 719.059021
	Iteration 6F: 3 clusters Score -175000.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -175099.328125 Penalty: 719.059021
	Iteration 7Q: 3 clusters Score -175099.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -175195.281250 Penalty: 719.059021
	Iteration 8Q: 3 clusters Score -175195.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -175263.609375 Penalty: 719.059021
	Iteration 9Q: 3 clusters Score -175263.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -175324.890625 Penalty: 719.059021
	Iteration 10Q: 3 clusters Score -175324.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -175379.609375 Penalty: 719.059021
	Iteration 11Q: 3 clusters Score -175379.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -175425.984375 Penalty: 719.059021
	Iteration 12Q: 3 clusters Score -175426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -175450.234375 Penalty: 719.059021
	Iteration 13Q: 3 clusters Score -175450.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -175469.125000 Penalty: 719.059021
	Iteration 14Q: 3 clusters Score -175469.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -175487.125000 Penalty: 719.059021
	Iteration 15Q: 3 clusters Score -175487.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -175505.078125 Penalty: 719.059021
	Iteration 16Q: 3 clusters Score -175505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -175513.671875 Penalty: 719.059021
	Iteration 17Q: 3 clusters Score -175513.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -175519.406250 Penalty: 719.059021
	Iteration 18Q: 3 clusters Score -175519.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -175526.390625 Penalty: 719.059021
	Iteration 19Q: 3 clusters Score -175526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -175529.937500 Penalty: 719.059021
	Iteration 20F: 3 clusters Score -175529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -175532.906250 Penalty: 719.059021
	Iteration 21Q: 3 clusters Score -175532.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -175535.546875 Penalty: 719.059021
	Iteration 22Q: 3 clusters Score -175535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -175539.031250 Penalty: 719.059021
	Iteration 23Q: 3 clusters Score -175539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -175542.875000 Penalty: 719.059021
	Iteration 24Q: 3 clusters Score -175542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -175544.093750 Penalty: 719.059021
	Iteration 25Q: 3 clusters Score -175544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -175544.093750 Penalty: 719.059021
	Iteration 26F: 3 clusters Score -175544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -14144.398438 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -14144.4 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 146 members 
Entering Unmasked Estep 
Score: -13795.865234 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13795.87 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13911.640625 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13911.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13966.568359 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13966.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14003.410156 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -14003.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14036.239258 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -14036.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14071.697266 Penalty: 514.695251
	Iteration 5F: 3 clusters Score -14071.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14112.387695 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -14112.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14138.108398 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -14138.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14141.104492 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -14141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14144.258789 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -14144.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14146.651367 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -14146.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14150.360352 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -14150.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14151.311523 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -14151.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14151.311523 Penalty: 514.695251
	Iteration 13F: 3 clusters Score -14151.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 163 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 123 members 
Entering Unmasked Estep 
Score: -14108672.000000 Penalty: 56228.996094
Splitting cluster 24 changes total score from -14108972.000000 to -14108672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -47560.062500 Penalty: 307.281433
	Iteration 0F: 2 clusters Score -47560.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -46825.753906 Penalty: 614.562866
	Iteration 0F: 3 clusters Score -46825.75 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47072.281250 Penalty: 614.562866
	Iteration 1F: 3 clusters Score -47072.28 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47145.710938 Penalty: 614.562866
	Iteration 2F: 3 clusters Score -47145.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -47198.054688 Penalty: 614.562866
	Iteration 3F: 3 clusters Score -47198.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -47243.039062 Penalty: 614.562866
	Iteration 4F: 3 clusters Score -47243.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -47283.703125 Penalty: 614.562866
	Iteration 5Q: 3 clusters Score -47283.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -47311.058594 Penalty: 614.562866
	Iteration 6Q: 3 clusters Score -47311.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -47334.695312 Penalty: 614.562866
	Iteration 7Q: 3 clusters Score -47334.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -47357.597656 Penalty: 614.562866
	Iteration 8Q: 3 clusters Score -47357.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -47377.781250 Penalty: 614.562866
	Iteration 9Q: 3 clusters Score -47377.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -47388.351562 Penalty: 614.562866
	Iteration 10Q: 3 clusters Score -47388.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -47390.929688 Penalty: 614.562866
	Iteration 11Q: 3 clusters Score -47390.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -47394.433594 Penalty: 614.562866
	Iteration 12Q: 3 clusters Score -47394.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -47397.152344 Penalty: 614.562866
	Iteration 13Q: 3 clusters Score -47397.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -47401.468750 Penalty: 614.562866
	Iteration 14Q: 3 clusters Score -47401.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -47401.574219 Penalty: 614.562866
	Iteration 15Q: 3 clusters Score -47401.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -47401.574219 Penalty: 614.562866
	Iteration 16F: 3 clusters Score -47401.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -32074.048828 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -32074.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31567.742188 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -31567.74 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31709.320312 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -31709.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31764.144531 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -31764.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31801.781250 Penalty: 570.659973
	Iteration 3F: 3 clusters Score -31801.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31811.421875 Penalty: 570.659973
	Iteration 4Q: 3 clusters Score -31811.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31824.322266 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -31824.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31828.126953 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -31828.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31831.109375 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -31831.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31833.037109 Penalty: 570.659973
	Iteration 8Q: 3 clusters Score -31833.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31835.041016 Penalty: 570.659973
	Iteration 9Q: 3 clusters Score -31835.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31835.884766 Penalty: 570.659973
	Iteration 10Q: 3 clusters Score -31835.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31836.123047 Penalty: 570.659973
	Iteration 11Q: 3 clusters Score -31836.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31836.123047 Penalty: 570.659973
	Iteration 12F: 3 clusters Score -31836.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -119089.851562 Penalty: 345.084045
	Iteration 0F: 2 clusters Score -119089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -117663.328125 Penalty: 690.168091
	Iteration 0F: 3 clusters Score -117663.3 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -118108.093750 Penalty: 690.168091
	Iteration 1F: 3 clusters Score -118108.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -118187.078125 Penalty: 690.168091
	Iteration 2F: 3 clusters Score -118187.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -118282.585938 Penalty: 690.168091
	Iteration 3F: 3 clusters Score -118282.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -118403.742188 Penalty: 690.168091
	Iteration 4F: 3 clusters Score -118403.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -118509.226562 Penalty: 690.168091
	Iteration 5F: 3 clusters Score -118509.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -118593.156250 Penalty: 690.168091
	Iteration 6Q: 3 clusters Score -118593.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118647.343750 Penalty: 690.168091
	Iteration 7Q: 3 clusters Score -118647.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118688.679688 Penalty: 690.168091
	Iteration 8Q: 3 clusters Score -118688.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118720.875000 Penalty: 690.168091
	Iteration 9Q: 3 clusters Score -118720.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118745.460938 Penalty: 690.168091
	Iteration 10Q: 3 clusters Score -118745.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118764.023438 Penalty: 690.168091
	Iteration 11Q: 3 clusters Score -118764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118773.757812 Penalty: 690.168091
	Iteration 12Q: 3 clusters Score -118773.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118777.132812 Penalty: 690.168091
	Iteration 13Q: 3 clusters Score -118777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118780.101562 Penalty: 690.168091
	Iteration 14Q: 3 clusters Score -118780.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118782.710938 Penalty: 690.168091
	Iteration 15Q: 3 clusters Score -118782.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118785.046875 Penalty: 690.168091
	Iteration 16Q: 3 clusters Score -118785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118785.976562 Penalty: 690.168091
	Iteration 17Q: 3 clusters Score -118786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118787.570312 Penalty: 690.168091
	Iteration 18Q: 3 clusters Score -118787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -118788.406250 Penalty: 690.168091
	Iteration 19Q: 3 clusters Score -118788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -118788.648438 Penalty: 690.168091
	Iteration 20F: 3 clusters Score -118788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118789.468750 Penalty: 690.168091
	Iteration 21Q: 3 clusters Score -118789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118790.492188 Penalty: 690.168091
	Iteration 22Q: 3 clusters Score -118790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118792.281250 Penalty: 690.168091
	Iteration 23Q: 3 clusters Score -118792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118793.250000 Penalty: 690.168091
	Iteration 24Q: 3 clusters Score -118793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118793.250000 Penalty: 690.168091
	Iteration 25F: 3 clusters Score -118793.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -41033.148438 Penalty: 296.148987
	Iteration 0F: 2 clusters Score -41033.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40429.121094 Penalty: 592.297974
	Iteration 0F: 3 clusters Score -40429.12 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40577.753906 Penalty: 592.297974
	Iteration 1F: 3 clusters Score -40577.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40606.683594 Penalty: 592.297974
	Iteration 2F: 3 clusters Score -40606.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40618.609375 Penalty: 592.297974
	Iteration 3Q: 3 clusters Score -40618.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40631.386719 Penalty: 592.297974
	Iteration 4Q: 3 clusters Score -40631.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40644.464844 Penalty: 592.297974
	Iteration 5Q: 3 clusters Score -40644.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40652.375000 Penalty: 592.297974
	Iteration 6Q: 3 clusters Score -40652.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40657.160156 Penalty: 592.297974
	Iteration 7Q: 3 clusters Score -40657.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40667.945312 Penalty: 592.297974
	Iteration 8Q: 3 clusters Score -40667.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40678.414062 Penalty: 592.297974
	Iteration 9Q: 3 clusters Score -40678.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40688.070312 Penalty: 592.297974
	Iteration 10Q: 3 clusters Score -40688.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40697.144531 Penalty: 592.297974
	Iteration 11Q: 3 clusters Score -40697.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40706.589844 Penalty: 592.297974
	Iteration 12Q: 3 clusters Score -40706.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40711.246094 Penalty: 592.297974
	Iteration 13Q: 3 clusters Score -40711.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40716.144531 Penalty: 592.297974
	Iteration 14Q: 3 clusters Score -40716.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40720.613281 Penalty: 592.297974
	Iteration 15Q: 3 clusters Score -40720.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40725.968750 Penalty: 592.297974
	Iteration 16Q: 3 clusters Score -40725.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40731.609375 Penalty: 592.297974
	Iteration 17Q: 3 clusters Score -40731.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40734.597656 Penalty: 592.297974
	Iteration 18Q: 3 clusters Score -40734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40737.773438 Penalty: 592.297974
	Iteration 19Q: 3 clusters Score -40737.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40738.660156 Penalty: 592.297974
	Iteration 20F: 3 clusters Score -40738.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40741.320312 Penalty: 592.297974
	Iteration 21Q: 3 clusters Score -40741.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40741.824219 Penalty: 592.297974
	Iteration 22Q: 3 clusters Score -40741.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40742.625000 Penalty: 592.297974
	Iteration 23Q: 3 clusters Score -40742.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40743.039062 Penalty: 592.297974
	Iteration 24Q: 3 clusters Score -40743.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40743.054688 Penalty: 592.297974
	Iteration 25Q: 3 clusters Score -40743.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40743.054688 Penalty: 592.297974
	Iteration 26F: 3 clusters Score -40743.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -87781.164062 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -87781.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -86726.945312 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -86726.95 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -87258.820312 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -87258.82 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87402.187500 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -87402.19 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87490.335938 Penalty: 666.708374
	Iteration 3F: 3 clusters Score -87490.34 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87557.484375 Penalty: 666.708374
	Iteration 4F: 3 clusters Score -87557.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87596.367188 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -87596.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87616.234375 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -87616.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87634.007812 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -87634.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -87646.296875 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -87646.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -87653.914062 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -87653.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -87663.242188 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -87663.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -87672.132812 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -87672.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87677.695312 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -87677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87680.265625 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -87680.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -87681.531250 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -87681.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -87682.890625 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -87682.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -87686.593750 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -87686.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -87688.726562 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -87688.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -87689.929688 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -87689.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -87691.531250 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -87691.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -87691.648438 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -87691.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -87691.820312 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -87691.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -87691.820312 Penalty: 666.708374
	Iteration 22F: 3 clusters Score -87691.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -57013.343750 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -57013.34 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 386 members 
Entering Unmasked Estep 
Score: -56392.937500 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -56392.94 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -56546.250000 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -56546.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -56576.324219 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -56576.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -56595.777344 Penalty: 599.967041
	Iteration 3Q: 3 clusters Score -56595.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56611.203125 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -56611.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -56625.558594 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -56625.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -56643.109375 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -56643.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -56661.074219 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -56661.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -56677.273438 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -56677.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -56691.597656 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -56691.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -56707.355469 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -56707.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -56719.851562 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -56719.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -56731.906250 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -56731.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -56746.277344 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -56746.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -56754.941406 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -56754.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -56757.398438 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -56757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56760.531250 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -56760.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -56761.878906 Penalty: 599.967041
	Iteration 17Q: 3 clusters Score -56761.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -56762.308594 Penalty: 599.967041
	Iteration 18Q: 3 clusters Score -56762.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -56762.308594 Penalty: 599.967041
	Iteration 19F: 3 clusters Score -56762.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Entering Unmasked Estep 
Score: -4905.244141 Penalty: 195.834961
	Iteration 0F: 2 clusters Score -4905.244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4731.014160 Penalty: 391.669922
	Iteration 0F: 3 clusters Score -4731.014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4749.406738 Penalty: 391.669922
	Iteration 1F: 3 clusters Score -4749.407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4754.070312 Penalty: 391.669922
	Iteration 2Q: 3 clusters Score -4754.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4755.381836 Penalty: 391.669922
	Iteration 3Q: 3 clusters Score -4755.382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4759.954102 Penalty: 391.669922
	Iteration 4Q: 3 clusters Score -4759.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4763.651367 Penalty: 391.669922
	Iteration 5Q: 3 clusters Score -4763.651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4763.651367 Penalty: 391.669922
	Iteration 6F: 3 clusters Score -4763.651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -25685.931641 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -25685.93 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 186 members 
Entering Unmasked Estep 
Score: -25310.179688 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -25310.18 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25400.154297 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -25400.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25416.810547 Penalty: 537.387939
	Iteration 2Q: 3 clusters Score -25416.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25428.544922 Penalty: 537.387939
	Iteration 3Q: 3 clusters Score -25428.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25436.810547 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -25436.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25442.650391 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -25442.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25445.070312 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -25445.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25449.921875 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -25449.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25456.865234 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -25456.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25462.826172 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -25462.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25472.197266 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -25472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25476.046875 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -25476.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25481.730469 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -25481.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25487.982422 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -25487.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25489.265625 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -25489.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25489.892578 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -25489.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25492.318359 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -25492.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25497.992188 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -25497.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25500.843750 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -25500.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25501.943359 Penalty: 537.387939
	Iteration 19Q: 3 clusters Score -25501.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25501.943359 Penalty: 537.387939
	Iteration 20F: 3 clusters Score -25501.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -12880.682617 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -12880.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12567.838867 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -12567.84 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12639.837891 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -12639.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12668.456055 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -12668.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12680.456055 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -12680.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12690.068359 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -12690.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12704.448242 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -12704.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12731.445312 Penalty: 500.985168
	Iteration 6F: 3 clusters Score -12731.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12742.034180 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -12742.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12761.590820 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -12761.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12779.530273 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -12779.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12790.781250 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -12790.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12794.651367 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -12794.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12795.148438 Penalty: 500.985168
	Iteration 12Q: 3 clusters Score -12795.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12795.148438 Penalty: 500.985168
	Iteration 13F: 3 clusters Score -12795.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3065.178711 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3065.179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2905.536133 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2905.536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2928.380859 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2928.381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2932.977539 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -2932.978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2935.423096 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -2935.423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2935.423096 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -2935.423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -1525.083862 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -1525.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1368.869263 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -1368.869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1411.672974 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -1411.673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1420.840210 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -1420.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1424.018188 Penalty: 374.089508
	Iteration 3Q: 3 clusters Score -1424.018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1428.685669 Penalty: 374.089508
	Iteration 4Q: 3 clusters Score -1428.686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1429.833130 Penalty: 374.089508
	Iteration 5Q: 3 clusters Score -1429.833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1429.833130 Penalty: 374.089508
	Iteration 6F: 3 clusters Score -1429.833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -9858.833984 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -9858.834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9607.969727 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -9607.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9673.079102 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -9673.079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9689.366211 Penalty: 465.737427
	Iteration 2Q: 3 clusters Score -9689.366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9698.075195 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -9698.075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9711.687500 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -9711.688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9713.166016 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -9713.166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9717.246094 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -9717.246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9722.508789 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -9722.509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9734.004883 Penalty: 465.737427
	Iteration 8Q: 3 clusters Score -9734.005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9765.521484 Penalty: 465.737427
	Iteration 9Q: 3 clusters Score -9765.521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9772.650391 Penalty: 465.737427
	Iteration 10Q: 3 clusters Score -9772.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9776.062500 Penalty: 465.737427
	Iteration 11Q: 3 clusters Score -9776.062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9780.642578 Penalty: 465.737427
	Iteration 12Q: 3 clusters Score -9780.643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9796.274414 Penalty: 465.737427
	Iteration 13Q: 3 clusters Score -9796.274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9808.430664 Penalty: 465.737427
	Iteration 14Q: 3 clusters Score -9808.431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9820.452148 Penalty: 465.737427
	Iteration 15Q: 3 clusters Score -9820.452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9827.091797 Penalty: 465.737427
	Iteration 16Q: 3 clusters Score -9827.092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9839.333984 Penalty: 465.737427
	Iteration 17Q: 3 clusters Score -9839.334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9839.333984 Penalty: 465.737427
	Iteration 18F: 3 clusters Score -9839.334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -8826.857422 Penalty: 236.531601
	Iteration 0F: 2 clusters Score -8826.857 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 86 members 
Entering Unmasked Estep 
Score: -8554.105469 Penalty: 473.063202
	Iteration 0F: 3 clusters Score -8554.105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8617.833984 Penalty: 473.063202
	Iteration 1F: 3 clusters Score -8617.834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8654.167969 Penalty: 473.063202
	Iteration 2F: 3 clusters Score -8654.168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8685.773438 Penalty: 473.063202
	Iteration 3F: 3 clusters Score -8685.773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8728.915039 Penalty: 473.063202
	Iteration 4Q: 3 clusters Score -8728.915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8753.395508 Penalty: 473.063202
	Iteration 5Q: 3 clusters Score -8753.396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8768.819336 Penalty: 473.063202
	Iteration 6Q: 3 clusters Score -8768.819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8777.022461 Penalty: 473.063202
	Iteration 7Q: 3 clusters Score -8777.022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8784.701172 Penalty: 473.063202
	Iteration 8Q: 3 clusters Score -8784.701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8798.207031 Penalty: 473.063202
	Iteration 9Q: 3 clusters Score -8798.207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8805.236328 Penalty: 473.063202
	Iteration 10Q: 3 clusters Score -8805.236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8815.021484 Penalty: 473.063202
	Iteration 11Q: 3 clusters Score -8815.021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8839.772461 Penalty: 473.063202
	Iteration 12Q: 3 clusters Score -8839.772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8845.602539 Penalty: 473.063202
	Iteration 13Q: 3 clusters Score -8845.603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8845.602539 Penalty: 473.063202
	Iteration 14F: 3 clusters Score -8845.603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 74 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 107 members 
Entering Unmasked Estep 
Score: -14108667.000000 Penalty: 56228.996094
Splitting cluster 37 changes total score from -14108972.000000 to -14108667.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5918.535156 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5918.535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5709.683105 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5709.683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5800.085938 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5800.086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5816.007812 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5816.008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5820.308105 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5820.308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5820.308105 Penalty: 430.192291
	Iteration 4F: 3 clusters Score -5820.308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -3768.969482 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -3768.969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3606.442627 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -3606.443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3632.354980 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -3632.355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3640.817627 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -3640.818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3651.744385 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -3651.744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3652.847656 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -3652.848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3652.847656 Penalty: 396.460510
	Iteration 5F: 3 clusters Score -3652.848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Entering Unmasked Estep 
Score: -4625.156738 Penalty: 217.830872
	Iteration 0F: 2 clusters Score -4625.157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4432.277344 Penalty: 435.661743
	Iteration 0F: 3 clusters Score -4432.277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4484.260254 Penalty: 435.661743
	Iteration 1F: 3 clusters Score -4484.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4495.350586 Penalty: 435.661743
	Iteration 2Q: 3 clusters Score -4495.351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4519.239258 Penalty: 435.661743
	Iteration 3Q: 3 clusters Score -4519.239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4555.670410 Penalty: 435.661743
	Iteration 4Q: 3 clusters Score -4555.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4567.282227 Penalty: 435.661743
	Iteration 5Q: 3 clusters Score -4567.282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4567.940918 Penalty: 435.661743
	Iteration 6Q: 3 clusters Score -4567.941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4567.940918 Penalty: 435.661743
	Iteration 7F: 3 clusters Score -4567.941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -62606.300781 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -62606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -61768.105469 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -61768.11 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -61980.574219 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -61980.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -62025.347656 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -62025.35 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62056.843750 Penalty: 633.736328
	Iteration 3F: 3 clusters Score -62056.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62082.320312 Penalty: 633.736328
	Iteration 4Q: 3 clusters Score -62082.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62112.175781 Penalty: 633.736328
	Iteration 5Q: 3 clusters Score -62112.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62149.781250 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -62149.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62187.179688 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -62187.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62220.578125 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -62220.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62258.859375 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -62258.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62291.406250 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -62291.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62308.570312 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -62308.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62318.296875 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -62318.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62325.972656 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -62325.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62333.570312 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -62333.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62337.449219 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -62337.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62340.746094 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -62340.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62342.632812 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -62342.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62347.351562 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -62347.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62348.050781 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -62348.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62348.574219 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -62348.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62348.835938 Penalty: 633.736328
	Iteration 21Q: 3 clusters Score -62348.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62350.078125 Penalty: 633.736328
	Iteration 22Q: 3 clusters Score -62350.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62351.281250 Penalty: 633.736328
	Iteration 23Q: 3 clusters Score -62351.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62352.132812 Penalty: 633.736328
	Iteration 24Q: 3 clusters Score -62352.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62353.960938 Penalty: 633.736328
	Iteration 25Q: 3 clusters Score -62353.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62355.511719 Penalty: 633.736328
	Iteration 26Q: 3 clusters Score -62355.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62356.265625 Penalty: 633.736328
	Iteration 27Q: 3 clusters Score -62356.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62357.511719 Penalty: 633.736328
	Iteration 28Q: 3 clusters Score -62357.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62358.761719 Penalty: 633.736328
	Iteration 29Q: 3 clusters Score -62358.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62360.195312 Penalty: 633.736328
	Iteration 30Q: 3 clusters Score -62360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62362.929688 Penalty: 633.736328
	Iteration 31Q: 3 clusters Score -62362.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62366.324219 Penalty: 633.736328
	Iteration 32Q: 3 clusters Score -62366.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62368.882812 Penalty: 633.736328
	Iteration 33Q: 3 clusters Score -62368.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62370.375000 Penalty: 633.736328
	Iteration 34Q: 3 clusters Score -62370.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62371.562500 Penalty: 633.736328
	Iteration 35Q: 3 clusters Score -62371.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62373.496094 Penalty: 633.736328
	Iteration 36Q: 3 clusters Score -62373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62375.339844 Penalty: 633.736328
	Iteration 37Q: 3 clusters Score -62375.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62376.062500 Penalty: 633.736328
	Iteration 38Q: 3 clusters Score -62376.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62376.191406 Penalty: 633.736328
	Iteration 39Q: 3 clusters Score -62376.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62376.191406 Penalty: 633.736328
	Iteration 40F: 3 clusters Score -62376.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -18815.435547 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -18815.44 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 189 members 
Entering Unmasked Estep 
Score: -18452.644531 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -18452.64 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18571.097656 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -18571.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18645.964844 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -18645.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18708.914062 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -18708.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18779.777344 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -18779.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18820.193359 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -18820.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18832.570312 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -18832.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18836.072266 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -18836.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18837.763672 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -18837.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18838.306641 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -18838.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18838.906250 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -18838.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18838.906250 Penalty: 532.550415
	Iteration 11F: 3 clusters Score -18838.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 203 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 145 members 
Entering Unmasked Estep 
Score: -14108691.000000 Penalty: 56228.996094
Splitting cluster 42 changes total score from -14108972.000000 to -14108691.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9391.513672 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9391.514 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 69 members 
Entering Unmasked Estep 
Score: -9136.083984 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9136.084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9202.999023 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9202.999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9216.637695 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -9216.638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9224.328125 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -9224.328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9232.579102 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -9232.579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9232.579102 Penalty: 460.118378
	Iteration 5F: 3 clusters Score -9232.579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -22680.250000 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -22680.25 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 153 members 
Entering Unmasked Estep 
Score: -22311.160156 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -22311.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22403.007812 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -22403.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22454.724609 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -22454.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22508.925781 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -22508.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22554.832031 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -22554.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22583.335938 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -22583.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22593.072266 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -22593.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22597.138672 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -22597.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22598.748047 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -22598.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22598.748047 Penalty: 526.047668
	Iteration 9F: 3 clusters Score -22598.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -21666.335938 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -21666.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21325.361328 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -21325.36 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21386.298828 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -21386.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21403.013672 Penalty: 511.785614
	Iteration 2Q: 3 clusters Score -21403.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21418.072266 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -21418.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21431.582031 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -21431.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21435.363281 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -21435.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21438.632812 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -21438.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21440.148438 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -21440.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21440.148438 Penalty: 511.785614
	Iteration 8F: 3 clusters Score -21440.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -7622.713867 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -7622.714 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 111 members 
Entering Unmasked Estep 
Score: -7351.605957 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -7351.606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7516.819336 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -7516.819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7539.309570 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -7539.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7544.033691 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -7544.034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7547.523438 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -7547.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7548.134277 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -7548.134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7548.134277 Penalty: 495.260010
	Iteration 6F: 3 clusters Score -7548.134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -22039.408203 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -22039.41 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 195 members 
Entering Unmasked Estep 
Score: -21645.597656 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -21645.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21765.416016 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -21765.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21818.732422 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -21818.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21855.822266 Penalty: 535.128540
	Iteration 3Q: 3 clusters Score -21855.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21879.695312 Penalty: 535.128540
	Iteration 4F: 3 clusters Score -21879.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21896.535156 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -21896.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21905.111328 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -21905.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21905.455078 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -21905.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21905.455078 Penalty: 535.128540
	Iteration 8F: 3 clusters Score -21905.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5117.339844 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5117.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4930.061035 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4930.061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5029.462891 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5029.463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5035.055176 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5035.055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5035.055176 Penalty: 423.510376
	Iteration 3F: 3 clusters Score -5035.055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7031.343750 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7031.344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6795.830566 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -6795.831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6822.037598 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -6822.038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6835.141602 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -6835.142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6870.992676 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -6870.993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6870.992676 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -6870.993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -8931.167969 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -8931.168 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 98 members 
Entering Unmasked Estep 
Score: -8658.274414 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -8658.274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8725.973633 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -8725.974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8751.668945 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -8751.669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8774.715820 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -8774.716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8819.145508 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -8819.146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8837.659180 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -8837.659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8861.811523 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -8861.812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8891.532227 Penalty: 481.232300
	Iteration 7F: 3 clusters Score -8891.532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8920.258789 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -8920.259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8934.968750 Penalty: 481.232300
	Iteration 9Q: 3 clusters Score -8934.969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8937.248047 Penalty: 481.232300
	Iteration 10Q: 3 clusters Score -8937.248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8938.739258 Penalty: 481.232300
	Iteration 11Q: 3 clusters Score -8938.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8941.875000 Penalty: 481.232300
	Iteration 12Q: 3 clusters Score -8941.875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8942.597656 Penalty: 481.232300
	Iteration 13Q: 3 clusters Score -8942.598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8942.597656 Penalty: 481.232300
	Iteration 14F: 3 clusters Score -8942.598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 51 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 147 members 
Entering Unmasked Estep 
Score: -14108669.000000 Penalty: 56228.996094
Splitting cluster 50 changes total score from -14108972.000000 to -14108669.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -63296.074219 Penalty: 321.485413
	Iteration 0F: 2 clusters Score -63296.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -62406.585938 Penalty: 642.970825
	Iteration 0F: 3 clusters Score -62406.59 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -62707.250000 Penalty: 642.970825
	Iteration 1F: 3 clusters Score -62707.25 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62783.062500 Penalty: 642.970825
	Iteration 2F: 3 clusters Score -62783.06 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62831.230469 Penalty: 642.970825
	Iteration 3F: 3 clusters Score -62831.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -62876.304688 Penalty: 642.970825
	Iteration 4F: 3 clusters Score -62876.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -62920.265625 Penalty: 642.970825
	Iteration 5Q: 3 clusters Score -62920.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62973.941406 Penalty: 642.970825
	Iteration 6Q: 3 clusters Score -62973.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -63008.273438 Penalty: 642.970825
	Iteration 7Q: 3 clusters Score -63008.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63036.734375 Penalty: 642.970825
	Iteration 8Q: 3 clusters Score -63036.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -63059.703125 Penalty: 642.970825
	Iteration 9Q: 3 clusters Score -63059.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -63076.652344 Penalty: 642.970825
	Iteration 10Q: 3 clusters Score -63076.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -63097.464844 Penalty: 642.970825
	Iteration 11Q: 3 clusters Score -63097.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -63108.789062 Penalty: 642.970825
	Iteration 12Q: 3 clusters Score -63108.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -63115.816406 Penalty: 642.970825
	Iteration 13Q: 3 clusters Score -63115.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -63121.316406 Penalty: 642.970825
	Iteration 14Q: 3 clusters Score -63121.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63126.074219 Penalty: 642.970825
	Iteration 15Q: 3 clusters Score -63126.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -63127.890625 Penalty: 642.970825
	Iteration 16Q: 3 clusters Score -63127.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -63128.421875 Penalty: 642.970825
	Iteration 17Q: 3 clusters Score -63128.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -63129.195312 Penalty: 642.970825
	Iteration 18Q: 3 clusters Score -63129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -63129.195312 Penalty: 642.970825
	Iteration 19F: 3 clusters Score -63129.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6342.940918 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6342.941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6141.790527 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6141.791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6177.378418 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6177.378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6183.898438 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -6183.898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6184.584473 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6184.584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6185.322754 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6185.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6185.322754 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -6185.323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -23087.191406 Penalty: 275.262878
	Iteration 0F: 2 clusters Score -23087.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22630.998047 Penalty: 550.525757
	Iteration 0F: 3 clusters Score -22631 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22763.593750 Penalty: 550.525757
	Iteration 1F: 3 clusters Score -22763.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22806.789062 Penalty: 550.525757
	Iteration 2F: 3 clusters Score -22806.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22907.408203 Penalty: 550.525757
	Iteration 3F: 3 clusters Score -22907.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22969.160156 Penalty: 550.525757
	Iteration 4F: 3 clusters Score -22969.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22989.935547 Penalty: 550.525757
	Iteration 5Q: 3 clusters Score -22989.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23011.779297 Penalty: 550.525757
	Iteration 6Q: 3 clusters Score -23011.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23032.490234 Penalty: 550.525757
	Iteration 7Q: 3 clusters Score -23032.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23045.667969 Penalty: 550.525757
	Iteration 8Q: 3 clusters Score -23045.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23056.640625 Penalty: 550.525757
	Iteration 9Q: 3 clusters Score -23056.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23064.753906 Penalty: 550.525757
	Iteration 10Q: 3 clusters Score -23064.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23074.933594 Penalty: 550.525757
	Iteration 11Q: 3 clusters Score -23074.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23087.978516 Penalty: 550.525757
	Iteration 12Q: 3 clusters Score -23087.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23097.583984 Penalty: 550.525757
	Iteration 13Q: 3 clusters Score -23097.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23101.380859 Penalty: 550.525757
	Iteration 14Q: 3 clusters Score -23101.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23103.011719 Penalty: 550.525757
	Iteration 15Q: 3 clusters Score -23103.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23103.843750 Penalty: 550.525757
	Iteration 16Q: 3 clusters Score -23103.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23103.843750 Penalty: 550.525757
	Iteration 17F: 3 clusters Score -23103.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 337 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 87 members 
Entering Unmasked Estep 
Score: -14108712.000000 Penalty: 56228.996094
Splitting cluster 53 changes total score from -14108972.000000 to -14108712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -28954.052734 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -28954.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28476.990234 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -28476.99 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -28604.503906 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -28604.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28638.759766 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -28638.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28657.433594 Penalty: 563.132019
	Iteration 3Q: 3 clusters Score -28657.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28672.433594 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -28672.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28689.990234 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -28689.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28701.765625 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -28701.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28716.886719 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -28716.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28725.271484 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -28725.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28729.908203 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -28729.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28733.386719 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -28733.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28735.101562 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -28735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28737.214844 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -28737.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28739.158203 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -28739.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28741.343750 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -28741.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28744.917969 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -28744.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28748.091797 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -28748.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28750.859375 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -28750.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28753.187500 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -28753.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28755.082031 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -28755.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28758.664062 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -28758.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28761.199219 Penalty: 563.132019
	Iteration 21Q: 3 clusters Score -28761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28765.625000 Penalty: 563.132019
	Iteration 22Q: 3 clusters Score -28765.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28767.621094 Penalty: 563.132019
	Iteration 23Q: 3 clusters Score -28767.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28772.033203 Penalty: 563.132019
	Iteration 24Q: 3 clusters Score -28772.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28774.128906 Penalty: 563.132019
	Iteration 25Q: 3 clusters Score -28774.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28775.550781 Penalty: 563.132019
	Iteration 26Q: 3 clusters Score -28775.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28777.648438 Penalty: 563.132019
	Iteration 27Q: 3 clusters Score -28777.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28779.314453 Penalty: 563.132019
	Iteration 28Q: 3 clusters Score -28779.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28780.773438 Penalty: 563.132019
	Iteration 29Q: 3 clusters Score -28780.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28782.750000 Penalty: 563.132019
	Iteration 30Q: 3 clusters Score -28782.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28783.080078 Penalty: 563.132019
	Iteration 31Q: 3 clusters Score -28783.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28783.080078 Penalty: 563.132019
	Iteration 32F: 3 clusters Score -28783.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -119543.703125 Penalty: 345.772766
	Iteration 0F: 2 clusters Score -119543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -118086.437500 Penalty: 691.545532
	Iteration 0F: 3 clusters Score -118086.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -118589.515625 Penalty: 691.545532
	Iteration 1F: 3 clusters Score -118589.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -118665.812500 Penalty: 691.545532
	Iteration 2F: 3 clusters Score -118665.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -118708.835938 Penalty: 691.545532
	Iteration 3F: 3 clusters Score -118708.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -118753.312500 Penalty: 691.545532
	Iteration 4Q: 3 clusters Score -118753.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -118790.171875 Penalty: 691.545532
	Iteration 5Q: 3 clusters Score -118790.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -118816.742188 Penalty: 691.545532
	Iteration 6Q: 3 clusters Score -118816.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -118836.937500 Penalty: 691.545532
	Iteration 7Q: 3 clusters Score -118836.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -118854.710938 Penalty: 691.545532
	Iteration 8Q: 3 clusters Score -118854.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -118869.789062 Penalty: 691.545532
	Iteration 9Q: 3 clusters Score -118869.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -118890.140625 Penalty: 691.545532
	Iteration 10Q: 3 clusters Score -118890.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -118915.742188 Penalty: 691.545532
	Iteration 11Q: 3 clusters Score -118915.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -118950.007812 Penalty: 691.545532
	Iteration 12Q: 3 clusters Score -118950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -118987.742188 Penalty: 691.545532
	Iteration 13Q: 3 clusters Score -118987.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -119021.765625 Penalty: 691.545532
	Iteration 14Q: 3 clusters Score -119021.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -119051.539062 Penalty: 691.545532
	Iteration 15Q: 3 clusters Score -119051.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -119074.148438 Penalty: 691.545532
	Iteration 16Q: 3 clusters Score -119074.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -119099.757812 Penalty: 691.545532
	Iteration 17Q: 3 clusters Score -119099.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -119129.804688 Penalty: 691.545532
	Iteration 18Q: 3 clusters Score -119129.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -119162.570312 Penalty: 691.545532
	Iteration 19Q: 3 clusters Score -119162.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -119191.937500 Penalty: 691.545532
	Iteration 20F: 3 clusters Score -119191.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -119221.039062 Penalty: 691.545532
	Iteration 21Q: 3 clusters Score -119221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -119238.710938 Penalty: 691.545532
	Iteration 22Q: 3 clusters Score -119238.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -119256.765625 Penalty: 691.545532
	Iteration 23Q: 3 clusters Score -119256.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -119273.101562 Penalty: 691.545532
	Iteration 24Q: 3 clusters Score -119273.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -119279.078125 Penalty: 691.545532
	Iteration 25Q: 3 clusters Score -119279.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -119287.250000 Penalty: 691.545532
	Iteration 26Q: 3 clusters Score -119287.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -119299.242188 Penalty: 691.545532
	Iteration 27Q: 3 clusters Score -119299.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -119309.304688 Penalty: 691.545532
	Iteration 28Q: 3 clusters Score -119309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -119313.578125 Penalty: 691.545532
	Iteration 29Q: 3 clusters Score -119313.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -119319.578125 Penalty: 691.545532
	Iteration 30Q: 3 clusters Score -119319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -119326.554688 Penalty: 691.545532
	Iteration 31Q: 3 clusters Score -119326.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -119332.585938 Penalty: 691.545532
	Iteration 32Q: 3 clusters Score -119332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -119338.367188 Penalty: 691.545532
	Iteration 33Q: 3 clusters Score -119338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -119342.750000 Penalty: 691.545532
	Iteration 34Q: 3 clusters Score -119342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -119352.195312 Penalty: 691.545532
	Iteration 35Q: 3 clusters Score -119352.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -119358.710938 Penalty: 691.545532
	Iteration 36Q: 3 clusters Score -119358.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -119364.539062 Penalty: 691.545532
	Iteration 37Q: 3 clusters Score -119364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -119365.890625 Penalty: 691.545532
	Iteration 38Q: 3 clusters Score -119365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -119365.890625 Penalty: 691.545532
	Iteration 39F: 3 clusters Score -119365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -110151.351562 Penalty: 340.640900
	Iteration 0F: 2 clusters Score -110151.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -108829.718750 Penalty: 681.281799
	Iteration 0F: 3 clusters Score -108829.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -109259.585938 Penalty: 681.281799
	Iteration 1F: 3 clusters Score -109259.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -109291.132812 Penalty: 681.281799
	Iteration 2F: 3 clusters Score -109291.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -109310.882812 Penalty: 681.281799
	Iteration 3Q: 3 clusters Score -109310.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -109325.210938 Penalty: 681.281799
	Iteration 4Q: 3 clusters Score -109325.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -109336.171875 Penalty: 681.281799
	Iteration 5Q: 3 clusters Score -109336.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -109347.164062 Penalty: 681.281799
	Iteration 6Q: 3 clusters Score -109347.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -109355.273438 Penalty: 681.281799
	Iteration 7Q: 3 clusters Score -109355.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -109364.062500 Penalty: 681.281799
	Iteration 8Q: 3 clusters Score -109364.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109371.945312 Penalty: 681.281799
	Iteration 9Q: 3 clusters Score -109371.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -109383.273438 Penalty: 681.281799
	Iteration 10Q: 3 clusters Score -109383.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -109393.304688 Penalty: 681.281799
	Iteration 11Q: 3 clusters Score -109393.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -109405.343750 Penalty: 681.281799
	Iteration 12Q: 3 clusters Score -109405.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -109419.171875 Penalty: 681.281799
	Iteration 13Q: 3 clusters Score -109419.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -109428.703125 Penalty: 681.281799
	Iteration 14Q: 3 clusters Score -109428.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -109437.429688 Penalty: 681.281799
	Iteration 15Q: 3 clusters Score -109437.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -109449.265625 Penalty: 681.281799
	Iteration 16Q: 3 clusters Score -109449.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -109462.695312 Penalty: 681.281799
	Iteration 17Q: 3 clusters Score -109462.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -109477.804688 Penalty: 681.281799
	Iteration 18Q: 3 clusters Score -109477.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -109493.187500 Penalty: 681.281799
	Iteration 19Q: 3 clusters Score -109493.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109505.492188 Penalty: 681.281799
	Iteration 20F: 3 clusters Score -109505.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -109522.187500 Penalty: 681.281799
	Iteration 21Q: 3 clusters Score -109522.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -109535.296875 Penalty: 681.281799
	Iteration 22Q: 3 clusters Score -109535.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -109550.085938 Penalty: 681.281799
	Iteration 23Q: 3 clusters Score -109550.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -109564.585938 Penalty: 681.281799
	Iteration 24Q: 3 clusters Score -109564.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -109580.671875 Penalty: 681.281799
	Iteration 25Q: 3 clusters Score -109580.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -109595.085938 Penalty: 681.281799
	Iteration 26Q: 3 clusters Score -109595.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -109605.320312 Penalty: 681.281799
	Iteration 27Q: 3 clusters Score -109605.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -109613.195312 Penalty: 681.281799
	Iteration 28Q: 3 clusters Score -109613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -109622.007812 Penalty: 681.281799
	Iteration 29Q: 3 clusters Score -109622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -109632.476562 Penalty: 681.281799
	Iteration 30Q: 3 clusters Score -109632.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -109641.218750 Penalty: 681.281799
	Iteration 31Q: 3 clusters Score -109641.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -109648.250000 Penalty: 681.281799
	Iteration 32Q: 3 clusters Score -109648.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -109651.718750 Penalty: 681.281799
	Iteration 33Q: 3 clusters Score -109651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -109655.757812 Penalty: 681.281799
	Iteration 34Q: 3 clusters Score -109655.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -109659.710938 Penalty: 681.281799
	Iteration 35Q: 3 clusters Score -109659.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -109664.617188 Penalty: 681.281799
	Iteration 36Q: 3 clusters Score -109664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -109669.328125 Penalty: 681.281799
	Iteration 37Q: 3 clusters Score -109669.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -109673.500000 Penalty: 681.281799
	Iteration 38Q: 3 clusters Score -109673.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -109678.085938 Penalty: 681.281799
	Iteration 39Q: 3 clusters Score -109678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -109684.007812 Penalty: 681.281799
	Iteration 40F: 3 clusters Score -109684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -109687.265625 Penalty: 681.281799
	Iteration 41Q: 3 clusters Score -109687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -109692.109375 Penalty: 681.281799
	Iteration 42Q: 3 clusters Score -109692.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -109696.570312 Penalty: 681.281799
	Iteration 43Q: 3 clusters Score -109696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -109700.445312 Penalty: 681.281799
	Iteration 44Q: 3 clusters Score -109700.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -109704.203125 Penalty: 681.281799
	Iteration 45Q: 3 clusters Score -109704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -109707.210938 Penalty: 681.281799
	Iteration 46Q: 3 clusters Score -109707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -109709.078125 Penalty: 681.281799
	Iteration 47Q: 3 clusters Score -109709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -109713.515625 Penalty: 681.281799
	Iteration 48Q: 3 clusters Score -109713.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -109719.000000 Penalty: 681.281799
	Iteration 49Q: 3 clusters Score -109719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -109721.171875 Penalty: 681.281799
	Iteration 50Q: 3 clusters Score -109721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -109722.289062 Penalty: 681.281799
	Iteration 51Q: 3 clusters Score -109722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -109725.757812 Penalty: 681.281799
	Iteration 52Q: 3 clusters Score -109725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -109730.984375 Penalty: 681.281799
	Iteration 53Q: 3 clusters Score -109731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -109738.578125 Penalty: 681.281799
	Iteration 54Q: 3 clusters Score -109738.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -109746.726562 Penalty: 681.281799
	Iteration 55Q: 3 clusters Score -109746.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -109762.312500 Penalty: 681.281799
	Iteration 56Q: 3 clusters Score -109762.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -109785.445312 Penalty: 681.281799
	Iteration 57Q: 3 clusters Score -109785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -109797.812500 Penalty: 681.281799
	Iteration 58Q: 3 clusters Score -109797.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -109806.820312 Penalty: 681.281799
	Iteration 59Q: 3 clusters Score -109806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -109814.437500 Penalty: 681.281799
	Iteration 60F: 3 clusters Score -109814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -109817.632812 Penalty: 681.281799
	Iteration 61Q: 3 clusters Score -109817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -109818.609375 Penalty: 681.281799
	Iteration 62Q: 3 clusters Score -109818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -109820.375000 Penalty: 681.281799
	Iteration 63Q: 3 clusters Score -109820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -109822.140625 Penalty: 681.281799
	Iteration 64Q: 3 clusters Score -109822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -109827.132812 Penalty: 681.281799
	Iteration 65Q: 3 clusters Score -109827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -109834.148438 Penalty: 681.281799
	Iteration 66Q: 3 clusters Score -109834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -109837.242188 Penalty: 681.281799
	Iteration 67Q: 3 clusters Score -109837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -109838.250000 Penalty: 681.281799
	Iteration 68Q: 3 clusters Score -109838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -109838.820312 Penalty: 681.281799
	Iteration 69Q: 3 clusters Score -109838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -109840.820312 Penalty: 681.281799
	Iteration 70Q: 3 clusters Score -109840.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -109840.820312 Penalty: 681.281799
	Iteration 71F: 3 clusters Score -109840.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -58337.468750 Penalty: 316.349152
	Iteration 0F: 2 clusters Score -58337.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -57490.320312 Penalty: 632.698303
	Iteration 0F: 3 clusters Score -57490.32 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -57741.945312 Penalty: 632.698303
	Iteration 1F: 3 clusters Score -57741.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -57827.867188 Penalty: 632.698303
	Iteration 2F: 3 clusters Score -57827.87 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -57888.730469 Penalty: 632.698303
	Iteration 3F: 3 clusters Score -57888.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -57936.726562 Penalty: 632.698303
	Iteration 4Q: 3 clusters Score -57936.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -57991.613281 Penalty: 632.698303
	Iteration 5Q: 3 clusters Score -57991.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58039.386719 Penalty: 632.698303
	Iteration 6Q: 3 clusters Score -58039.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58079.843750 Penalty: 632.698303
	Iteration 7Q: 3 clusters Score -58079.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58121.597656 Penalty: 632.698303
	Iteration 8Q: 3 clusters Score -58121.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58155.007812 Penalty: 632.698303
	Iteration 9Q: 3 clusters Score -58155.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -58182.078125 Penalty: 632.698303
	Iteration 10Q: 3 clusters Score -58182.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58206.292969 Penalty: 632.698303
	Iteration 11Q: 3 clusters Score -58206.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58216.414062 Penalty: 632.698303
	Iteration 12Q: 3 clusters Score -58216.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -58233.730469 Penalty: 632.698303
	Iteration 13Q: 3 clusters Score -58233.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -58266.675781 Penalty: 632.698303
	Iteration 14Q: 3 clusters Score -58266.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -58281.058594 Penalty: 632.698303
	Iteration 15Q: 3 clusters Score -58281.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -58289.542969 Penalty: 632.698303
	Iteration 16Q: 3 clusters Score -58289.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58293.203125 Penalty: 632.698303
	Iteration 17Q: 3 clusters Score -58293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58296.003906 Penalty: 632.698303
	Iteration 18Q: 3 clusters Score -58296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -58297.335938 Penalty: 632.698303
	Iteration 19Q: 3 clusters Score -58297.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -58298.429688 Penalty: 632.698303
	Iteration 20F: 3 clusters Score -58298.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -58299.410156 Penalty: 632.698303
	Iteration 21Q: 3 clusters Score -58299.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -58300.183594 Penalty: 632.698303
	Iteration 22Q: 3 clusters Score -58300.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -58300.332031 Penalty: 632.698303
	Iteration 23Q: 3 clusters Score -58300.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -58300.894531 Penalty: 632.698303
	Iteration 24Q: 3 clusters Score -58300.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -58300.894531 Penalty: 632.698303
	Iteration 25F: 3 clusters Score -58300.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -181949.046875 Penalty: 350.404602
	Iteration 0F: 2 clusters Score -181949 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 1086 members 
Entering Unmasked Estep 
Score: -180402.140625 Penalty: 700.809204
	Iteration 0F: 3 clusters Score -180402.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -180892.906250 Penalty: 700.809204
	Iteration 1F: 3 clusters Score -180892.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -181019.562500 Penalty: 700.809204
	Iteration 2F: 3 clusters Score -181019.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -181146.578125 Penalty: 700.809204
	Iteration 3F: 3 clusters Score -181146.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -181278.093750 Penalty: 700.809204
	Iteration 4F: 3 clusters Score -181278.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -181378.765625 Penalty: 700.809204
	Iteration 5F: 3 clusters Score -181378.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -181468.812500 Penalty: 700.809204
	Iteration 6Q: 3 clusters Score -181468.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -181537.937500 Penalty: 700.809204
	Iteration 7Q: 3 clusters Score -181537.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181581.421875 Penalty: 700.809204
	Iteration 8Q: 3 clusters Score -181581.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -181620.875000 Penalty: 700.809204
	Iteration 9Q: 3 clusters Score -181620.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -181656.921875 Penalty: 700.809204
	Iteration 10Q: 3 clusters Score -181656.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -181679.031250 Penalty: 700.809204
	Iteration 11Q: 3 clusters Score -181679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -181726.312500 Penalty: 700.809204
	Iteration 12Q: 3 clusters Score -181726.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -181766.906250 Penalty: 700.809204
	Iteration 13Q: 3 clusters Score -181766.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -181785.546875 Penalty: 700.809204
	Iteration 14Q: 3 clusters Score -181785.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -181789.265625 Penalty: 700.809204
	Iteration 15Q: 3 clusters Score -181789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -181790.828125 Penalty: 700.809204
	Iteration 16Q: 3 clusters Score -181790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -181792.953125 Penalty: 700.809204
	Iteration 17Q: 3 clusters Score -181793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -181794.578125 Penalty: 700.809204
	Iteration 18Q: 3 clusters Score -181794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -181794.828125 Penalty: 700.809204
	Iteration 19Q: 3 clusters Score -181794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -181795.046875 Penalty: 700.809204
	Iteration 20F: 3 clusters Score -181795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -21614.529297 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -21614.53 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 164 members 
Entering Unmasked Estep 
Score: -21227.513672 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21227.51 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21325.900391 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21325.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21344.179688 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -21344.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21353.117188 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -21353.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21373.162109 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -21373.16 nChanged 17
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: -21395.185547 Penalty: 529.085876
	Iteration 5F: 3 clusters Score -21395.19 nChanged 14
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: -21413.880859 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -21413.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21434.994141 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -21434.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21466.953125 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -21466.95 nChanged 13
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: -21520.294922 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -21520.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21622.218750 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -21622.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21663.753906 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -21663.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21683.128906 Penalty: 529.085876
	Iteration 12Q: 3 clusters Score -21683.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21696.048828 Penalty: 529.085876
	Iteration 13Q: 3 clusters Score -21696.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21705.414062 Penalty: 529.085876
	Iteration 14Q: 3 clusters Score -21705.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21712.175781 Penalty: 529.085876
	Iteration 15Q: 3 clusters Score -21712.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -21723.904297 Penalty: 529.085876
	Iteration 16Q: 3 clusters Score -21723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21727.300781 Penalty: 529.085876
	Iteration 17Q: 3 clusters Score -21727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21727.753906 Penalty: 529.085876
	Iteration 18Q: 3 clusters Score -21727.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21727.753906 Penalty: 529.085876
	Iteration 19F: 3 clusters Score -21727.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 162 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 173 members 
Entering Unmasked Estep 
Score: -14108784.000000 Penalty: 56228.996094
Splitting cluster 59 changes total score from -14108972.000000 to -14108784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -43722.847656 Penalty: 293.135590
	Iteration 0F: 2 clusters Score -43722.85 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 329 members 
Entering Unmasked Estep 
Score: -43148.882812 Penalty: 586.271179
	Iteration 0F: 3 clusters Score -43148.88 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -43319.726562 Penalty: 586.271179
	Iteration 1F: 3 clusters Score -43319.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43379.835938 Penalty: 586.271179
	Iteration 2F: 3 clusters Score -43379.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -43426.921875 Penalty: 586.271179
	Iteration 3F: 3 clusters Score -43426.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43461.031250 Penalty: 586.271179
	Iteration 4F: 3 clusters Score -43461.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43482.929688 Penalty: 586.271179
	Iteration 5Q: 3 clusters Score -43482.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43499.687500 Penalty: 586.271179
	Iteration 6Q: 3 clusters Score -43499.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43524.992188 Penalty: 586.271179
	Iteration 7Q: 3 clusters Score -43524.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43549.507812 Penalty: 586.271179
	Iteration 8Q: 3 clusters Score -43549.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43562.167969 Penalty: 586.271179
	Iteration 9Q: 3 clusters Score -43562.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43564.800781 Penalty: 586.271179
	Iteration 10Q: 3 clusters Score -43564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43566.351562 Penalty: 586.271179
	Iteration 11Q: 3 clusters Score -43566.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43578.367188 Penalty: 586.271179
	Iteration 12Q: 3 clusters Score -43578.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43585.773438 Penalty: 586.271179
	Iteration 13Q: 3 clusters Score -43585.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43590.359375 Penalty: 586.271179
	Iteration 14Q: 3 clusters Score -43590.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43600.046875 Penalty: 586.271179
	Iteration 15Q: 3 clusters Score -43600.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43608.472656 Penalty: 586.271179
	Iteration 16Q: 3 clusters Score -43608.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -43611.132812 Penalty: 586.271179
	Iteration 17Q: 3 clusters Score -43611.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43615.242188 Penalty: 586.271179
	Iteration 18Q: 3 clusters Score -43615.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -43618.316406 Penalty: 586.271179
	Iteration 19Q: 3 clusters Score -43618.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43620.207031 Penalty: 586.271179
	Iteration 20F: 3 clusters Score -43620.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43621.792969 Penalty: 586.271179
	Iteration 21Q: 3 clusters Score -43621.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43621.792969 Penalty: 586.271179
	Iteration 22F: 3 clusters Score -43621.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -26638.064453 Penalty: 274.939819
	Iteration 0F: 2 clusters Score -26638.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26208.683594 Penalty: 549.879639
	Iteration 0F: 3 clusters Score -26208.68 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26328.085938 Penalty: 549.879639
	Iteration 1F: 3 clusters Score -26328.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26351.886719 Penalty: 549.879639
	Iteration 2F: 3 clusters Score -26351.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26368.957031 Penalty: 549.879639
	Iteration 3Q: 3 clusters Score -26368.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26376.341797 Penalty: 549.879639
	Iteration 4Q: 3 clusters Score -26376.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26379.652344 Penalty: 549.879639
	Iteration 5Q: 3 clusters Score -26379.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26379.652344 Penalty: 549.879639
	Iteration 6F: 3 clusters Score -26379.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -34092.738281 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -34092.74 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 285 members 
Entering Unmasked Estep 
Score: -33567.273438 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -33567.27 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33686.050781 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -33686.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33729.367188 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -33729.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33757.253906 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -33757.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33774.781250 Penalty: 578.878540
	Iteration 4F: 3 clusters Score -33774.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33794.332031 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -33794.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33808.304688 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -33808.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -33818.308594 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -33818.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -33826.816406 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -33826.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -33849.085938 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -33849.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -33868.027344 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -33868.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -33880.437500 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -33880.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -33887.472656 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -33887.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -33890.234375 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -33890.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -33894.285156 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -33894.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -33898.101562 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -33898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -33901.058594 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -33901.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -33902.253906 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -33902.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -33903.464844 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -33903.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -33907.058594 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -33907.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -33917.847656 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -33917.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -33925.140625 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -33925.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -33930.093750 Penalty: 578.878540
	Iteration 22Q: 3 clusters Score -33930.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -33933.789062 Penalty: 578.878540
	Iteration 23Q: 3 clusters Score -33933.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -33934.957031 Penalty: 578.878540
	Iteration 24Q: 3 clusters Score -33934.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -33941.726562 Penalty: 578.878540
	Iteration 25Q: 3 clusters Score -33941.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -33942.957031 Penalty: 578.878540
	Iteration 26Q: 3 clusters Score -33942.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -33942.957031 Penalty: 578.878540
	Iteration 27F: 3 clusters Score -33942.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (37 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Entering Unmasked Estep 
Score: -1342.664551 Penalty: 164.296753
	Iteration 0F: 2 clusters Score -1342.665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1273.349487 Penalty: 328.593506
	Iteration 0F: 3 clusters Score -1273.349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1283.410645 Penalty: 328.593506
	Iteration 1F: 3 clusters Score -1283.411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -26346.113281 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -26346.11 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 195 members 
Entering Unmasked Estep 
Score: -25926.708984 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -25926.71 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26062.560547 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -26062.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26127.830078 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -26127.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26171.931641 Penalty: 545.223267
	Iteration 3F: 3 clusters Score -26171.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26230.291016 Penalty: 545.223267
	Iteration 4F: 3 clusters Score -26230.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26316.621094 Penalty: 545.223267
	Iteration 5F: 3 clusters Score -26316.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26354.583984 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -26354.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26364.814453 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -26364.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26370.695312 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -26370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26372.863281 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -26372.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26374.259766 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -26374.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26374.259766 Penalty: 545.223267
	Iteration 11F: 3 clusters Score -26374.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 256 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 144 members 
Entering Unmasked Estep 
Score: -14108710.000000 Penalty: 56228.996094
Splitting cluster 64 changes total score from -14108972.000000 to -14108710.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -39940.214844 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -39940.21 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 392 members 
Entering Unmasked Estep 
Score: -39265.402344 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -39265.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39559.773438 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -39559.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -39744.929688 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -39744.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39860.597656 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -39860.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -39915.390625 Penalty: 606.345093
	Iteration 4F: 3 clusters Score -39915.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39930.906250 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -39930.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39941.988281 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -39941.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -39961.074219 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -39961.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39976.253906 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -39976.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39987.851562 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -39987.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -40000.617188 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -40000.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40017.121094 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -40017.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40039.847656 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -40039.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40064.179688 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -40064.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40081.480469 Penalty: 606.345093
	Iteration 14Q: 3 clusters Score -40081.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40094.925781 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -40094.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40108.054688 Penalty: 606.345093
	Iteration 16Q: 3 clusters Score -40108.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40118.753906 Penalty: 606.345093
	Iteration 17Q: 3 clusters Score -40118.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40133.855469 Penalty: 606.345093
	Iteration 18Q: 3 clusters Score -40133.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40149.089844 Penalty: 606.345093
	Iteration 19Q: 3 clusters Score -40149.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40155.437500 Penalty: 606.345093
	Iteration 20F: 3 clusters Score -40155.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40156.320312 Penalty: 606.345093
	Iteration 21Q: 3 clusters Score -40156.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40156.320312 Penalty: 606.345093
	Iteration 22F: 3 clusters Score -40156.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 382 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 401 members 
Entering Unmasked Estep 
Score: -14108929.000000 Penalty: 56228.996094
Splitting cluster 65 changes total score from -14108972.000000 to -14108929.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -27120.921875 Penalty: 274.066864
	Iteration 0F: 2 clusters Score -27120.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26675.982422 Penalty: 548.133728
	Iteration 0F: 3 clusters Score -26675.98 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26795.435547 Penalty: 548.133728
	Iteration 1F: 3 clusters Score -26795.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -26814.105469 Penalty: 548.133728
	Iteration 2F: 3 clusters Score -26814.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26828.099609 Penalty: 548.133728
	Iteration 3Q: 3 clusters Score -26828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26837.164062 Penalty: 548.133728
	Iteration 4Q: 3 clusters Score -26837.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26846.478516 Penalty: 548.133728
	Iteration 5Q: 3 clusters Score -26846.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26856.947266 Penalty: 548.133728
	Iteration 6Q: 3 clusters Score -26856.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26861.593750 Penalty: 548.133728
	Iteration 7Q: 3 clusters Score -26861.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26867.148438 Penalty: 548.133728
	Iteration 8Q: 3 clusters Score -26867.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26869.367188 Penalty: 548.133728
	Iteration 9Q: 3 clusters Score -26869.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26872.005859 Penalty: 548.133728
	Iteration 10Q: 3 clusters Score -26872.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26875.669922 Penalty: 548.133728
	Iteration 11Q: 3 clusters Score -26875.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26878.837891 Penalty: 548.133728
	Iteration 12Q: 3 clusters Score -26878.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26879.617188 Penalty: 548.133728
	Iteration 13Q: 3 clusters Score -26879.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26879.617188 Penalty: 548.133728
	Iteration 14F: 3 clusters Score -26879.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -11101.099609 Penalty: 236.279541
	Iteration 0F: 2 clusters Score -11101.1 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 89 members 
Entering Unmasked Estep 
Score: -10839.484375 Penalty: 472.559082
	Iteration 0F: 3 clusters Score -10839.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10914.037109 Penalty: 472.559082
	Iteration 1F: 3 clusters Score -10914.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10935.310547 Penalty: 472.559082
	Iteration 2F: 3 clusters Score -10935.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10947.589844 Penalty: 472.559082
	Iteration 3Q: 3 clusters Score -10947.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10949.466797 Penalty: 472.559082
	Iteration 4Q: 3 clusters Score -10949.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10949.466797 Penalty: 472.559082
	Iteration 5F: 3 clusters Score -10949.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -54125.582031 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -54125.58 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 367 members 
Entering Unmasked Estep 
Score: -53471.863281 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -53471.86 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53645.554688 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -53645.55 nChanged 49
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: -53685.062500 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -53685.06 nChanged 38
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: -53714.925781 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -53714.93 nChanged 35
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: -53742.539062 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -53742.54 nChanged 22
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: -53757.359375 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -53757.36 nChanged 23
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: -53774.460938 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -53774.46 nChanged 17
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: -53787.167969 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -53787.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53804.523438 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -53804.52 nChanged 31
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: -53835.468750 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -53835.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53867.835938 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -53867.84 nChanged 33
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: -53901.523438 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -53901.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -53943.417969 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -53943.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -53983.222656 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -53983.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54010.925781 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -54010.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54020.269531 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -54020.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54027.152344 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -54027.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54038.792969 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -54038.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -54049.058594 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -54049.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54054.808594 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -54054.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -54060.164062 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -54060.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54070.230469 Penalty: 599.090271
	Iteration 21Q: 3 clusters Score -54070.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54074.007812 Penalty: 599.090271
	Iteration 22Q: 3 clusters Score -54074.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -54081.980469 Penalty: 599.090271
	Iteration 23Q: 3 clusters Score -54081.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -54086.167969 Penalty: 599.090271
	Iteration 24Q: 3 clusters Score -54086.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54087.328125 Penalty: 599.090271
	Iteration 25Q: 3 clusters Score -54087.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54087.976562 Penalty: 599.090271
	Iteration 26Q: 3 clusters Score -54087.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54087.976562 Penalty: 599.090271
	Iteration 27F: 3 clusters Score -54087.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -19511.156250 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -19511.16 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 241 members 
Entering Unmasked Estep 
Score: -19000.521484 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -19000.52 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19135.136719 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -19135.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19170.681641 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -19170.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19200.714844 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -19200.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19220.656250 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -19220.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19236.148438 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -19236.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19250.044922 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -19250.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19258.806641 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -19258.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19264.332031 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -19264.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19276.935547 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -19276.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19282.041016 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -19282.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19284.150391 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -19284.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19285.031250 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -19285.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19285.031250 Penalty: 567.509644
	Iteration 13F: 3 clusters Score -19285.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (63 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Entering Unmasked Estep 
Score: -2339.820557 Penalty: 188.512619
	Iteration 0F: 2 clusters Score -2339.821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2170.931396 Penalty: 377.025238
	Iteration 0F: 3 clusters Score -2170.931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2219.873291 Penalty: 377.025238
	Iteration 1F: 3 clusters Score -2219.873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2235.164551 Penalty: 377.025238
	Iteration 2F: 3 clusters Score -2235.165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -27362.617188 Penalty: 283.127228
	Iteration 0F: 2 clusters Score -27362.62 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 243 members 
Entering Unmasked Estep 
Score: -26875.367188 Penalty: 566.254456
	Iteration 0F: 3 clusters Score -26875.37 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26989.808594 Penalty: 566.254456
	Iteration 1F: 3 clusters Score -26989.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27011.187500 Penalty: 566.254456
	Iteration 2F: 3 clusters Score -27011.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27023.458984 Penalty: 566.254456
	Iteration 3Q: 3 clusters Score -27023.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27037.207031 Penalty: 566.254456
	Iteration 4Q: 3 clusters Score -27037.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27051.150391 Penalty: 566.254456
	Iteration 5Q: 3 clusters Score -27051.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27065.634766 Penalty: 566.254456
	Iteration 6Q: 3 clusters Score -27065.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27073.720703 Penalty: 566.254456
	Iteration 7Q: 3 clusters Score -27073.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27082.730469 Penalty: 566.254456
	Iteration 8Q: 3 clusters Score -27082.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27088.019531 Penalty: 566.254456
	Iteration 9Q: 3 clusters Score -27088.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27089.576172 Penalty: 566.254456
	Iteration 10Q: 3 clusters Score -27089.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27089.992188 Penalty: 566.254456
	Iteration 11Q: 3 clusters Score -27089.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27091.341797 Penalty: 566.254456
	Iteration 12Q: 3 clusters Score -27091.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27091.865234 Penalty: 566.254456
	Iteration 13Q: 3 clusters Score -27091.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27091.865234 Penalty: 566.254456
	Iteration 14F: 3 clusters Score -27091.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (116910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Entering Unmasked Estep 
Score: -7240419.500000 Penalty: 530.946777
	Iteration 0F: 2 clusters Score -7240420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -7167050.000000 Penalty: 1061.893555
	Iteration 0F: 3 clusters Score -7167050 nChanged 57362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -7201674.000000 Penalty: 1061.893555
	Iteration 1F: 3 clusters Score -7201674 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -7203632.500000 Penalty: 1061.893555
	Iteration 2Q: 3 clusters Score -7203632 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -7207427.000000 Penalty: 1061.893555
	Iteration 3F: 3 clusters Score -7207427 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -7214460.000000 Penalty: 1061.893555
	Iteration 4F: 3 clusters Score -7214460 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -7223900.500000 Penalty: 1061.893555
	Iteration 5F: 3 clusters Score -7223900 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -7231738.500000 Penalty: 1061.893555
	Iteration 6F: 3 clusters Score -7231738 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109761 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -7236263.500000 Penalty: 1061.893555
	Iteration 7F: 3 clusters Score -7236264 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113312 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7238331.500000 Penalty: 1061.893555
	Iteration 8Q: 3 clusters Score -7238332 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7239349.500000 Penalty: 1061.893555
	Iteration 9Q: 3 clusters Score -7239350 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7239725.000000 Penalty: 1061.893555
	Iteration 10Q: 3 clusters Score -7239725 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7239879.500000 Penalty: 1061.893555
	Iteration 11Q: 3 clusters Score -7239880 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7239976.500000 Penalty: 1061.893555
	Iteration 12Q: 3 clusters Score -7239976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7240024.000000 Penalty: 1061.893555
	Iteration 13Q: 3 clusters Score -7240024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7240052.000000 Penalty: 1061.893555
	Iteration 14Q: 3 clusters Score -7240052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7240072.000000 Penalty: 1061.893555
	Iteration 15Q: 3 clusters Score -7240072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116619 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7240077.000000 Penalty: 1061.893555
	Iteration 16Q: 3 clusters Score -7240077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116632 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7240080.000000 Penalty: 1061.893555
	Iteration 17Q: 3 clusters Score -7240080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7240076.500000 Penalty: 1061.893555
	Iteration 18Q: 3 clusters Score -7240076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7240070.500000 Penalty: 1061.893555
	Iteration 19Q: 3 clusters Score -7240070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7240077.500000 Penalty: 1061.893555
	Iteration 20F: 3 clusters Score -7240078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116662 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7240071.500000 Penalty: 1061.893555
	Iteration 21Q: 3 clusters Score -7240072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116666 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7240080.000000 Penalty: 1061.893555
	Iteration 22Q: 3 clusters Score -7240080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7240085.000000 Penalty: 1061.893555
	Iteration 23Q: 3 clusters Score -7240085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7240081.500000 Penalty: 1061.893555
	Iteration 24Q: 3 clusters Score -7240082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116679 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7240089.500000 Penalty: 1061.893555
	Iteration 25Q: 3 clusters Score -7240090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7240094.000000 Penalty: 1061.893555
	Iteration 26Q: 3 clusters Score -7240094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116677 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7240093.500000 Penalty: 1061.893555
	Iteration 27Q: 3 clusters Score -7240094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7240095.500000 Penalty: 1061.893555
	Iteration 28Q: 3 clusters Score -7240096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7240098.000000 Penalty: 1061.893555
	Iteration 29Q: 3 clusters Score -7240098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116681 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7240095.000000 Penalty: 1061.893555
	Iteration 30Q: 3 clusters Score -7240095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7240094.500000 Penalty: 1061.893555
	Iteration 31Q: 3 clusters Score -7240094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7240089.000000 Penalty: 1061.893555
	Iteration 32Q: 3 clusters Score -7240089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7240089.000000 Penalty: 1061.893555
	Iteration 33F: 3 clusters Score -7240089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -85974.929688 Penalty: 319.296539
	Iteration 0F: 2 clusters Score -85974.93 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 582 members 
Entering Unmasked Estep 
Score: -85079.046875 Penalty: 638.593079
	Iteration 0F: 3 clusters Score -85079.05 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -85352.476562 Penalty: 638.593079
	Iteration 1F: 3 clusters Score -85352.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -85416.453125 Penalty: 638.593079
	Iteration 2F: 3 clusters Score -85416.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -85465.960938 Penalty: 638.593079
	Iteration 3F: 3 clusters Score -85465.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -85509.671875 Penalty: 638.593079
	Iteration 4F: 3 clusters Score -85509.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85553.273438 Penalty: 638.593079
	Iteration 5Q: 3 clusters Score -85553.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85600.132812 Penalty: 638.593079
	Iteration 6F: 3 clusters Score -85600.13 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85655.179688 Penalty: 638.593079
	Iteration 7Q: 3 clusters Score -85655.18 nChanged 53
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: -85700.976562 Penalty: 638.593079
	Iteration 8Q: 3 clusters Score -85700.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85734.835938 Penalty: 638.593079
	Iteration 9Q: 3 clusters Score -85734.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85759.718750 Penalty: 638.593079
	Iteration 10Q: 3 clusters Score -85759.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85791.585938 Penalty: 638.593079
	Iteration 11Q: 3 clusters Score -85791.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85820.382812 Penalty: 638.593079
	Iteration 12Q: 3 clusters Score -85820.38 nChanged 26
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: -85833.984375 Penalty: 638.593079
	Iteration 13Q: 3 clusters Score -85833.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85839.882812 Penalty: 638.593079
	Iteration 14Q: 3 clusters Score -85839.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85845.859375 Penalty: 638.593079
	Iteration 15Q: 3 clusters Score -85845.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85851.921875 Penalty: 638.593079
	Iteration 16Q: 3 clusters Score -85851.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85856.429688 Penalty: 638.593079
	Iteration 17Q: 3 clusters Score -85856.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85859.062500 Penalty: 638.593079
	Iteration 18Q: 3 clusters Score -85859.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85860.015625 Penalty: 638.593079
	Iteration 19Q: 3 clusters Score -85860.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85860.273438 Penalty: 638.593079
	Iteration 20F: 3 clusters Score -85860.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85860.820312 Penalty: 638.593079
	Iteration 21Q: 3 clusters Score -85860.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85861.359375 Penalty: 638.593079
	Iteration 22Q: 3 clusters Score -85861.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85861.671875 Penalty: 638.593079
	Iteration 23Q: 3 clusters Score -85861.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85861.671875 Penalty: 638.593079
	Iteration 24F: 3 clusters Score -85861.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (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: -20142.250000 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -20142.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19795.773438 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19795.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19893.027344 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19893.03 nChanged 14
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: -19918.445312 Penalty: 517.514771
	Iteration 2Q: 3 clusters Score -19918.45 nChanged 13
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: -19943.173828 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -19943.17 nChanged 11
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: -19956.199219 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19963.931641 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19963.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19974.500000 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19979.253906 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19979.25 nChanged 3
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: -19981.121094 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19981.12 nChanged 2
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: -19983.169922 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19983.17 nChanged 4
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: -19989.361328 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -19989.36 nChanged 4
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: -19994.802734 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -19994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19998.939453 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -19998.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20002.710938 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -20002.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20010.369141 Penalty: 517.514771
	Iteration 14Q: 3 clusters Score -20010.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20020.156250 Penalty: 517.514771
	Iteration 15Q: 3 clusters Score -20020.16 nChanged 4
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: -20031.492188 Penalty: 517.514771
	Iteration 16Q: 3 clusters Score -20031.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20035.363281 Penalty: 517.514771
	Iteration 17Q: 3 clusters Score -20035.36 nChanged 2
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: -20038.804688 Penalty: 517.514771
	Iteration 18Q: 3 clusters Score -20038.8 nChanged 0
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: -20040.486328 Penalty: 517.514771
	Iteration 19F: 3 clusters Score -20040.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20043.345703 Penalty: 517.514771
	Iteration 20F: 3 clusters Score -20043.35 nChanged 2
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: -20047.066406 Penalty: 517.514771
	Iteration 21Q: 3 clusters Score -20047.07 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: -20049.798828 Penalty: 517.514771
	Iteration 22Q: 3 clusters Score -20049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20050.541016 Penalty: 517.514771
	Iteration 23Q: 3 clusters Score -20050.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20050.541016 Penalty: 517.514771
	Iteration 24F: 3 clusters Score -20050.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (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: -58648.750000 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -58648.75 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 420 members 
Entering Unmasked Estep 
Score: -57959.242188 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -57959.24 nChanged 318
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: -58361.273438 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -58361.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -58515.503906 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -58515.5 nChanged 69
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: -58625.941406 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -58625.94 nChanged 46
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: -58663.972656 Penalty: 612.196289
	Iteration 4F: 3 clusters Score -58663.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -58678.257812 Penalty: 612.196289
	Iteration 5Q: 3 clusters Score -58678.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -58682.820312 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -58682.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58685.539062 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -58685.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58688.175781 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -58688.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -58692.511719 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -58692.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -58694.398438 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -58694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -58694.898438 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -58694.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -58694.898438 Penalty: 612.196289
	Iteration 12F: 3 clusters Score -58694.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 342 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 493 members 
Entering Unmasked Estep 
Score: -14108769.000000 Penalty: 56228.996094
Splitting cluster 75 changes total score from -14108972.000000 to -14108769.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6102.603516 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6102.604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5878.838379 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -5878.838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5944.827148 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -5944.827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5956.717285 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -5956.717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5961.303223 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -5961.303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5964.316406 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -5964.316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5964.994141 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -5964.994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5966.486816 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -5966.487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5967.411133 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -5967.411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5973.781738 Penalty: 443.642975
	Iteration 8Q: 3 clusters Score -5973.782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5977.379883 Penalty: 443.642975
	Iteration 9Q: 3 clusters Score -5977.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5978.603027 Penalty: 443.642975
	Iteration 10Q: 3 clusters Score -5978.603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5987.251953 Penalty: 443.642975
	Iteration 11Q: 3 clusters Score -5987.252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5992.843750 Penalty: 443.642975
	Iteration 12Q: 3 clusters Score -5992.844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5998.058594 Penalty: 443.642975
	Iteration 13Q: 3 clusters Score -5998.059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5998.058594 Penalty: 443.642975
	Iteration 14F: 3 clusters Score -5998.059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -20420.781250 Penalty: 264.406921
	Iteration 0F: 2 clusters Score -20420.78 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 163 members 
Entering Unmasked Estep 
Score: -20065.974609 Penalty: 528.813843
	Iteration 0F: 3 clusters Score -20065.97 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20201.429688 Penalty: 528.813843
	Iteration 1F: 3 clusters Score -20201.43 nChanged 25
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: -20233.220703 Penalty: 528.813843
	Iteration 2F: 3 clusters Score -20233.22 nChanged 14
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: -20248.554688 Penalty: 528.813843
	Iteration 3Q: 3 clusters Score -20248.55 nChanged 10
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: -20261.867188 Penalty: 528.813843
	Iteration 4Q: 3 clusters Score -20261.87 nChanged 8
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: -20276.386719 Penalty: 528.813843
	Iteration 5Q: 3 clusters Score -20276.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20281.068359 Penalty: 528.813843
	Iteration 6Q: 3 clusters Score -20281.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20282.066406 Penalty: 528.813843
	Iteration 7Q: 3 clusters Score -20282.07 nChanged 1
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: -20282.322266 Penalty: 528.813843
	Iteration 8Q: 3 clusters Score -20282.32 nChanged 1
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: -20282.808594 Penalty: 528.813843
	Iteration 9Q: 3 clusters Score -20282.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20283.375000 Penalty: 528.813843
	Iteration 10Q: 3 clusters Score -20283.38 nChanged 1
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: -20283.517578 Penalty: 528.813843
	Iteration 11Q: 3 clusters Score -20283.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20283.957031 Penalty: 528.813843
	Iteration 12Q: 3 clusters Score -20283.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20286.105469 Penalty: 528.813843
	Iteration 13Q: 3 clusters Score -20286.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20286.105469 Penalty: 528.813843
	Iteration 14F: 3 clusters Score -20286.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (27 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Entering Unmasked Estep 
Score: -1510.537720 Penalty: 149.960587
	Iteration 0F: 2 clusters Score -1510.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1268.558105 Penalty: 149.960587
	Iteration 0F: 2 clusters Score -1268.558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1510.537720 Penalty: 149.960587
	Iteration 1F: 2 clusters Score -1510.538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (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: -16555.738281 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -16555.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16216.472656 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16216.47 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16331.613281 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16331.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16394.804688 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16411.337891 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -16411.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16425.751953 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16425.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16437.464844 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16437.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16440.812500 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -16440.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16441.345703 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -16441.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16441.970703 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -16441.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16442.738281 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -16442.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16443.634766 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -16443.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16443.634766 Penalty: 522.028076
	Iteration 11F: 3 clusters Score -16443.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -7983.833008 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -7983.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7729.403320 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -7729.403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7851.849609 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -7851.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7911.319824 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -7911.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7963.029297 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -7963.029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8074.592285 Penalty: 469.474030
	Iteration 4F: 3 clusters Score -8074.592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8183.131836 Penalty: 469.474030
	Iteration 5Q: 3 clusters Score -8183.132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8214.421875 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -8214.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8218.636719 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -8218.637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8218.636719 Penalty: 469.474030
	Iteration 8F: 3 clusters Score -8218.637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 86 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 88 members 
Entering Unmasked Estep 
Score: -14108873.000000 Penalty: 56228.996094
Splitting cluster 80 changes total score from -14108972.000000 to -14108873.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -40661.847656 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -40661.85 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 343 members 
Entering Unmasked Estep 
Score: -40029.496094 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -40029.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40230.902344 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -40230.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40295.882812 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -40295.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40340.789062 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -40340.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40370.101562 Penalty: 599.842346
	Iteration 4Q: 3 clusters Score -40370.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40387.390625 Penalty: 599.842346
	Iteration 5Q: 3 clusters Score -40387.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40399.464844 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -40399.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40408.570312 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -40408.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40418.179688 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -40418.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40427.445312 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -40427.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40433.761719 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -40433.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40434.289062 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -40434.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40434.289062 Penalty: 599.842346
	Iteration 12F: 3 clusters Score -40434.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -23853.791016 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -23853.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23452.011719 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -23452.01 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23585.888672 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -23585.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23644.742188 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -23644.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23690.835938 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -23690.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23725.728516 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -23725.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23757.371094 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -23757.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23790.765625 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -23790.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23830.242188 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -23830.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23868.671875 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -23868.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23894.523438 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -23894.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23903.566406 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -23903.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23906.949219 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -23906.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23910.873047 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -23910.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23912.140625 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -23912.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23915.914062 Penalty: 538.374390
	Iteration 14Q: 3 clusters Score -23915.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23916.757812 Penalty: 538.374390
	Iteration 15Q: 3 clusters Score -23916.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23919.000000 Penalty: 538.374390
	Iteration 16F: 3 clusters Score -23919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23923.708984 Penalty: 538.374390
	Iteration 17Q: 3 clusters Score -23923.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23927.429688 Penalty: 538.374390
	Iteration 18Q: 3 clusters Score -23927.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23935.292969 Penalty: 538.374390
	Iteration 19Q: 3 clusters Score -23935.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23942.242188 Penalty: 538.374390
	Iteration 20F: 3 clusters Score -23942.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23952.578125 Penalty: 538.374390
	Iteration 21Q: 3 clusters Score -23952.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23961.142578 Penalty: 538.374390
	Iteration 22Q: 3 clusters Score -23961.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23964.593750 Penalty: 538.374390
	Iteration 23Q: 3 clusters Score -23964.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23966.281250 Penalty: 538.374390
	Iteration 24Q: 3 clusters Score -23966.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23966.281250 Penalty: 538.374390
	Iteration 25F: 3 clusters Score -23966.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 168 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 203 members 
Entering Unmasked Estep 
Score: -14108799.000000 Penalty: 56228.996094
Splitting cluster 82 changes total score from -14108972.000000 to -14108799.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -10550.247070 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -10550.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10317.946289 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -10317.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10371.744141 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -10371.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10394.874023 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -10394.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10410.501953 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -10410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10411.708984 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -10411.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10416.608398 Penalty: 457.769867
	Iteration 5Q: 3 clusters Score -10416.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10417.314453 Penalty: 457.769867
	Iteration 6Q: 3 clusters Score -10417.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10418.261719 Penalty: 457.769867
	Iteration 7Q: 3 clusters Score -10418.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10418.261719 Penalty: 457.769867
	Iteration 8F: 3 clusters Score -10418.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -14551.083008 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -14551.08 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 90 members 
Entering Unmasked Estep 
Score: -14255.945312 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -14255.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14311.431641 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -14311.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14333.766602 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -14333.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14351.474609 Penalty: 478.432068
	Iteration 3Q: 3 clusters Score -14351.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14361.379883 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -14361.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14362.779297 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -14362.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14362.779297 Penalty: 478.432068
	Iteration 6F: 3 clusters Score -14362.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -3083.081787 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -3083.082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2932.367676 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -2932.368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3076.609863 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -3076.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3215.373779 Penalty: 406.397644
	Iteration 2F: 3 clusters Score -3215.374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3223.868408 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -3223.868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3240.797852 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -3240.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3334.360840 Penalty: 406.397644
	Iteration 5Q: 3 clusters Score -3334.361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3334.360840 Penalty: 406.397644
	Iteration 6F: 3 clusters Score -3334.361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 21453 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 21355 members 
Mstep: Class 11 contains 16723 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 114 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 18 contains 138 members 
Mstep: Class 19 contains 378 members 
Mstep: Class 20 contains 54 members 
Mstep: Class 21 contains 1075 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 857 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 1967 members 
Mstep: Class 28 contains 671 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 730 members 
Mstep: Class 31 contains 74 members 
Mstep: Class 32 contains 367 members 
Mstep: Class 33 contains 246 members 
Mstep: Class 34 contains 59 members 
Mstep: Class 35 contains 61 members 
Mstep: Class 36 contains 167 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 113 members 
Mstep: Class 39 contains 78 members 
Mstep: Class 40 contains 120 members 
Mstep: Class 41 contains 1058 members 
Mstep: Class 42 contains 348 members 
Mstep: Class 43 contains 157 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 231 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 105 members 
Mstep: Class 49 contains 126 members 
Mstep: Class 50 contains 198 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 132 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 1997 members 
Mstep: Class 56 contains 1784 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 2211 members 
Mstep: Class 59 contains 335 members 
Mstep: Class 60 contains 628 members 
Mstep: Class 61 contains 421 members 
Mstep: Class 62 contains 579 members 
Mstep: Class 63 contains 37 members 
Mstep: Class 64 contains 400 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 413 members 
Mstep: Class 67 contains 180 members 
Mstep: Class 68 contains 723 members 
Mstep: Class 69 contains 511 members 
Mstep: Class 70 contains 63 members 
Mstep: Class 71 contains 504 members 
Mstep: Class 72 contains 116910 members 
Mstep: Class 73 contains 1116 members 
Mstep: Class 74 contains 295 members 
Mstep: Class 75 contains 835 members 
Mstep: Class 76 contains 131 members 
Mstep: Class 77 contains 334 members 
Mstep: Class 78 contains 27 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 174 members 
Mstep: Class 81 contains 729 members 
Mstep: Class 82 contains 371 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 192 members 
Mstep: Class 85 contains 34 members 
Mstep: Class 86 contains 68 members 
Mstep: Class 87 contains 59 members 
Mstep: Class 88 contains 506 members 
Mstep: Class 89 contains 539 members 
Mstep: Class 90 contains 163 members 
Mstep: Class 91 contains 675 members 
Mstep: Class 92 contains 119 members 
Mstep: Class 93 contains 143 members 
Mstep: Class 94 contains 209 members 
Mstep: Class 95 contains 53 members 
Mstep: Class 96 contains 150 members 
Mstep: Class 97 contains 222 members 
Mstep: Class 98 contains 128 members 
Mstep: Class 99 contains 379 members 
Mstep: Class 100 contains 53 members 
Entering Unmasked Estep 
Score: -14108866.000000 Penalty: 56228.996094
Splitting cluster 85 changes total score from -14108972.000000 to -14108866.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 86 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3432.771973 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3432.772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3296.935547 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3296.936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3322.845947 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3322.846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3336.310791 Penalty: 383.975189
	Iteration 2F: 3 clusters Score -3336.311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3338.166748 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3338.167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3350.853760 Penalty: 383.975189
	Iteration 4Q: 3 clusters Score -3350.854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3350.853760 Penalty: 383.975189
	Iteration 5F: 3 clusters Score -3350.854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -3003.558838 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -3003.559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2862.133057 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2862.133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2878.452881 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2878.453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2889.672852 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -2889.673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2891.290039 Penalty: 371.055908
	Iteration 3Q: 3 clusters Score -2891.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2891.290039 Penalty: 371.055908
	Iteration 4F: 3 clusters Score -2891.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -30709.218750 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -30709.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30207.339844 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -30207.34 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30344.667969 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -30344.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30373.402344 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -30373.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30391.855469 Penalty: 566.614868
	Iteration 3Q: 3 clusters Score -30391.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30408.121094 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -30408.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30414.478516 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -30414.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30417.724609 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -30417.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30421.208984 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -30421.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30424.111328 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -30424.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30424.664062 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -30424.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30425.929688 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -30425.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30427.720703 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -30427.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30429.732422 Penalty: 566.614868
	Iteration 12Q: 3 clusters Score -30429.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30433.708984 Penalty: 566.614868
	Iteration 13Q: 3 clusters Score -30433.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30434.314453 Penalty: 566.614868
	Iteration 14Q: 3 clusters Score -30434.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30434.750000 Penalty: 566.614868
	Iteration 15Q: 3 clusters Score -30434.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30434.750000 Penalty: 566.614868
	Iteration 16F: 3 clusters Score -30434.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -43726.917969 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -43726.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43211.457031 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -43211.46 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43344.609375 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -43344.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43374.136719 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -43374.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43397.113281 Penalty: 572.364136
	Iteration 3Q: 3 clusters Score -43397.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43416.292969 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -43416.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -43430.765625 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -43430.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43443.980469 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -43443.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -43452.105469 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -43452.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43458.296875 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -43458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43467.757812 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -43467.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -43478.921875 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -43478.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43493.917969 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -43493.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -43502.171875 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -43502.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43518.054688 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -43518.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -43539.738281 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -43539.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43561.085938 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -43561.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43604.468750 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -43604.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43646.554688 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -43646.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -43671.632812 Penalty: 572.364136
	Iteration 18Q: 3 clusters Score -43671.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43685.417969 Penalty: 572.364136
	Iteration 19Q: 3 clusters Score -43685.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43689.703125 Penalty: 572.364136
	Iteration 20F: 3 clusters Score -43689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43693.417969 Penalty: 572.364136
	Iteration 21Q: 3 clusters Score -43693.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43695.628906 Penalty: 572.364136
	Iteration 22Q: 3 clusters Score -43695.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43697.007812 Penalty: 572.364136
	Iteration 23Q: 3 clusters Score -43697.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43697.714844 Penalty: 572.364136
	Iteration 24Q: 3 clusters Score -43697.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43697.992188 Penalty: 572.364136
	Iteration 25Q: 3 clusters Score -43697.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -43697.992188 Penalty: 572.364136
	Iteration 26F: 3 clusters Score -43697.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -9885.221680 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -9885.222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9635.064453 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -9635.064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9686.768555 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -9686.769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9694.286133 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -9694.286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9698.896484 Penalty: 463.531250
	Iteration 3Q: 3 clusters Score -9698.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9702.602539 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -9702.603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9704.987305 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -9704.987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9706.422852 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -9706.423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9707.210938 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -9707.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9707.210938 Penalty: 463.531250
	Iteration 8F: 3 clusters Score -9707.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -46109.886719 Penalty: 296.419434
	Iteration 0F: 2 clusters Score -46109.89 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 329 members 
Entering Unmasked Estep 
Score: -45474.230469 Penalty: 592.838867
	Iteration 0F: 3 clusters Score -45474.23 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45682.722656 Penalty: 592.838867
	Iteration 1F: 3 clusters Score -45682.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45751.597656 Penalty: 592.838867
	Iteration 2F: 3 clusters Score -45751.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45818.644531 Penalty: 592.838867
	Iteration 3F: 3 clusters Score -45818.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -45850.785156 Penalty: 592.838867
	Iteration 4F: 3 clusters Score -45850.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -45868.316406 Penalty: 592.838867
	Iteration 5Q: 3 clusters Score -45868.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45894.664062 Penalty: 592.838867
	Iteration 6Q: 3 clusters Score -45894.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -45927.171875 Penalty: 592.838867
	Iteration 7Q: 3 clusters Score -45927.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45949.960938 Penalty: 592.838867
	Iteration 8Q: 3 clusters Score -45949.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -45958.652344 Penalty: 592.838867
	Iteration 9Q: 3 clusters Score -45958.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45967.914062 Penalty: 592.838867
	Iteration 10Q: 3 clusters Score -45967.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -45978.394531 Penalty: 592.838867
	Iteration 11Q: 3 clusters Score -45978.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45984.109375 Penalty: 592.838867
	Iteration 12Q: 3 clusters Score -45984.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45988.035156 Penalty: 592.838867
	Iteration 13Q: 3 clusters Score -45988.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45994.898438 Penalty: 592.838867
	Iteration 14Q: 3 clusters Score -45994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45998.996094 Penalty: 592.838867
	Iteration 15Q: 3 clusters Score -45999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46006.507812 Penalty: 592.838867
	Iteration 16Q: 3 clusters Score -46006.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -46010.703125 Penalty: 592.838867
	Iteration 17Q: 3 clusters Score -46010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -46015.894531 Penalty: 592.838867
	Iteration 18Q: 3 clusters Score -46015.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46022.562500 Penalty: 592.838867
	Iteration 19Q: 3 clusters Score -46022.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -46024.089844 Penalty: 592.838867
	Iteration 20F: 3 clusters Score -46024.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -46025.355469 Penalty: 592.838867
	Iteration 21Q: 3 clusters Score -46025.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -46027.914062 Penalty: 592.838867
	Iteration 22Q: 3 clusters Score -46027.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -46028.703125 Penalty: 592.838867
	Iteration 23Q: 3 clusters Score -46028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46029.558594 Penalty: 592.838867
	Iteration 24Q: 3 clusters Score -46029.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46030.195312 Penalty: 592.838867
	Iteration 25Q: 3 clusters Score -46030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -46032.656250 Penalty: 592.838867
	Iteration 26Q: 3 clusters Score -46032.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -46032.656250 Penalty: 592.838867
	Iteration 27F: 3 clusters Score -46032.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -4803.540527 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -4803.541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4624.413086 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -4624.413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4710.590820 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -4710.591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4721.056152 Penalty: 434.900208
	Iteration 2Q: 3 clusters Score -4721.056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4734.005371 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -4734.005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4735.163086 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -4735.163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4735.163086 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -4735.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -7960.959961 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -7960.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7727.365234 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -7727.365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7778.128906 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -7778.129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7783.436035 Penalty: 451.618896
	Iteration 2Q: 3 clusters Score -7783.436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7784.621582 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -7784.622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7786.887695 Penalty: 451.618896
	Iteration 4Q: 3 clusters Score -7786.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7787.982422 Penalty: 451.618896
	Iteration 5Q: 3 clusters Score -7787.982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7787.982422 Penalty: 451.618896
	Iteration 6F: 3 clusters Score -7787.982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -15935.757812 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -15935.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15661.936523 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -15661.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15722.615234 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -15722.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15735.300781 Penalty: 486.152405
	Iteration 2Q: 3 clusters Score -15735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15739.440430 Penalty: 486.152405
	Iteration 3Q: 3 clusters Score -15739.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15739.440430 Penalty: 486.152405
	Iteration 4F: 3 clusters Score -15739.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2863.813477 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2863.813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2731.174316 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2731.174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2742.475098 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2742.475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -7846.517578 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -7846.518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7608.993652 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -7608.994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7669.239746 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -7669.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7681.599121 Penalty: 455.967834
	Iteration 2Q: 3 clusters Score -7681.599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7694.374023 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -7694.374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7701.826660 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -7701.827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7707.468262 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -7707.468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7710.895020 Penalty: 455.967834
	Iteration 6Q: 3 clusters Score -7710.895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7716.717285 Penalty: 455.967834
	Iteration 7Q: 3 clusters Score -7716.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7719.897461 Penalty: 455.967834
	Iteration 8Q: 3 clusters Score -7719.897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7719.897461 Penalty: 455.967834
	Iteration 9F: 3 clusters Score -7719.897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -11575.713867 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -11575.71 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 102 members 
Entering Unmasked Estep 
Score: -11291.151367 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -11291.15 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11380.217773 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -11380.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11402.862305 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -11402.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11412.297852 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -11412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11417.286133 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -11417.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11418.317383 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -11418.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11420.598633 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -11420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11422.124023 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -11422.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11423.282227 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -11423.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11423.282227 Penalty: 491.643646
	Iteration 9F: 3 clusters Score -11423.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -9524.177734 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -9524.178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9300.193359 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -9300.193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9330.249023 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -9330.249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9337.925781 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -9337.926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9342.145508 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -9342.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9343.570312 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -9343.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9343.570312 Penalty: 441.534760
	Iteration 5F: 3 clusters Score -9343.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -25069.808594 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -25069.81 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 194 members 
Entering Unmasked Estep 
Score: -24656.697266 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -24656.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24772.214844 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -24772.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24800.929688 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -24800.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24822.277344 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -24822.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24835.646484 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -24835.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24848.357422 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -24848.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24857.380859 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -24857.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24861.107422 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -24861.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24870.728516 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -24870.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24882.982422 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -24882.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24884.455078 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -24884.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24884.939453 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -24884.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24884.939453 Penalty: 540.315796
	Iteration 12F: 3 clusters Score -24884.94 nChanged 0
--- Evaluating fit on full set of 698461 points ---
Entering Unmasked Estep 
Score: -42416048.000000 Penalty: 60615.410156
21->100 Clusters: Score -42416048.000000, best is -42499292.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 232820 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 11111 members 
Mstep: Class 3 contains 11202 members 
Mstep: Class 4 contains 11246 members 
Mstep: Class 5 contains 10946 members 
Mstep: Class 6 contains 11016 members 
Mstep: Class 7 contains 10870 members 
Mstep: Class 8 contains 11023 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 11054 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 11263 members 
Mstep: Class 13 contains 11029 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 11072 members 
Mstep: Class 16 contains 11184 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 10901 members 
Mstep: Class 19 contains 10939 members 
Mstep: Class 20 contains 11121 members 
Mstep: Class 21 contains 11131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1.098618 but Gain 562.290039
Score: -9086476.000000 Penalty: 11245.798828
Iteration 0F: 21 clusters Score -9086476 nChanged 221912
Entering Unmasked Mstep 
Mstep: Class 0 contains 6205 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1832 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 393 members 
Mstep: Class 6 contains 198 members 
Mstep: Class 7 contains 2572 members 
Mstep: Class 8 contains 24512 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 655 members 
Mstep: Class 12 contains 167232 members 
Mstep: Class 13 contains 693 members 
Mstep: Class 14 contains 2792 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 1300 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 20 contains 7534 members 
Mstep: Class 21 contains 6644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12756813.000000 Penalty: 11245.798828
Iteration 1F: 21 clusters Score -1.275681e+07 nChanged 45637
Entering Unmasked Mstep 
Mstep: Class 0 contains 2958 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 9586 members 
Mstep: Class 9 contains 1381 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 419 members 
Mstep: Class 12 contains 183824 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 1370 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 9100 members 
Mstep: Class 21 contains 3693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13299767.000000 Penalty: 11245.798828
Iteration 2F: 21 clusters Score -1.329977e+07 nChanged 22723
Entering Unmasked Mstep 
Mstep: Class 0 contains 2448 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5760 members 
Mstep: Class 3 contains 1210 members 
Mstep: Class 4 contains 578 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 3317 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 1921 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 185484 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 308 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 9553 members 
Mstep: Class 21 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13458407.000000 Penalty: 11245.798828
Iteration 3F: 21 clusters Score -1.345841e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1628 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6234 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 6 contains 1627 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 1435 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 358 members 
Mstep: Class 12 contains 183280 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 344 members 
Mstep: Class 15 contains 4936 members 
Mstep: Class 16 contains 343 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 805 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 8634 members 
Mstep: Class 21 contains 6410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13504250.000000 Penalty: 11245.798828
Iteration 4Q: 21 clusters Score -1.350425e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 1477 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6062 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 6 contains 1663 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 1969 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 1203 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 7617 members 
Mstep: Class 21 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13521639.000000 Penalty: 11245.798828
Iteration 5Q: 21 clusters Score -1.352164e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1472 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5855 members 
Mstep: Class 3 contains 1976 members 
Mstep: Class 4 contains 438 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 1197 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 2575 members 
Mstep: Class 11 contains 372 members 
Mstep: Class 12 contains 179096 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 7964 members 
Mstep: Class 16 contains 821 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 9264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13536421.000000 Penalty: 11245.798828
Iteration 6Q: 21 clusters Score -1.353642e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1477 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 1915 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 176836 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 9924 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 6826 members 
Mstep: Class 21 contains 9674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13547069.000000 Penalty: 11245.798828
Iteration 7Q: 21 clusters Score -1.354707e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1474 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 6 contains 1688 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 388 members 
Mstep: Class 12 contains 174015 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 12592 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 6708 members 
Mstep: Class 21 contains 9937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13550580.000000 Penalty: 11245.798828
Iteration 8Q: 21 clusters Score -1.355058e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1473 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 1825 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 683 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 391 members 
Mstep: Class 12 contains 170986 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 557 members 
Mstep: Class 15 contains 15591 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 2007 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 6584 members 
Mstep: Class 21 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13548633.000000 Penalty: 11245.798828
Iteration 9Q: 21 clusters Score -1.354863e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 1472 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 443 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 168255 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 1988 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 6420 members 
Mstep: Class 21 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13545903.000000 Penalty: 11245.798828
Iteration 10Q: 21 clusters Score -1.35459e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1474 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 6 contains 1683 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 1511 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 400 members 
Mstep: Class 12 contains 165114 members 
Mstep: Class 13 contains 2183 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 20716 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 6163 members 
Mstep: Class 21 contains 9945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13550654.000000 Penalty: 11245.798828
Iteration 11Q: 21 clusters Score -1.355065e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1475 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 402 members 
Mstep: Class 12 contains 162490 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 667 members 
Mstep: Class 15 contains 22712 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 9949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13554010.000000 Penalty: 11245.798828
Iteration 12Q: 21 clusters Score -1.355401e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1477 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 8 contains 2345 members 
Mstep: Class 9 contains 2873 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 160735 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 24261 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 1907 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 5979 members 
Mstep: Class 21 contains 9970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13555281.000000 Penalty: 11245.798828
Iteration 13Q: 21 clusters Score -1.355528e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 159381 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 15 contains 25491 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 5963 members 
Mstep: Class 21 contains 10004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13555924.000000 Penalty: 11245.798828
Iteration 14Q: 21 clusters Score -1.355592e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 6 contains 1679 members 
Mstep: Class 7 contains 2669 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 158385 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 26454 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 1859 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 5959 members 
Mstep: Class 21 contains 10017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13556620.000000 Penalty: 11245.798828
Iteration 15Q: 21 clusters Score -1.355662e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 1478 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 157575 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 27251 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 10038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13556876.000000 Penalty: 11245.798828
Iteration 16Q: 21 clusters Score -1.355688e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 156945 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 795 members 
Mstep: Class 15 contains 27888 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 5948 members 
Mstep: Class 21 contains 10043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13556908.000000 Penalty: 11245.798828
Iteration 17Q: 21 clusters Score -1.355691e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 1481 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5324 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 156410 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 28427 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 5967 members 
Mstep: Class 21 contains 10048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13557129.000000 Penalty: 11245.798828
Iteration 18Q: 21 clusters Score -1.355713e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 1480 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5320 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 2656 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 156000 members 
Mstep: Class 13 contains 2331 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 28858 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 5981 members 
Mstep: Class 21 contains 10051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13557333.000000 Penalty: 11245.798828
Iteration 19Q: 21 clusters Score -1.355733e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 1480 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5310 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 2659 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 155661 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 29210 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 5993 members 
Mstep: Class 21 contains 10065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13698498.000000 Penalty: 11245.798828
Iteration 20F: 21 clusters Score -1.36985e+07 nChanged 24322
Entering Unmasked Mstep 
Mstep: Class 0 contains 1387 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6087 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 4 contains 317 members 
Mstep: Class 6 contains 1680 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 21633 members 
Mstep: Class 9 contains 2977 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 133759 members 
Mstep: Class 13 contains 2363 members 
Mstep: Class 14 contains 1077 members 
Mstep: Class 15 contains 31915 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 5211 members 
Mstep: Class 21 contains 10230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13874914.000000 Penalty: 11245.798828
Iteration 21F: 21 clusters Score -1.387491e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1366 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6334 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 252 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 21120 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 134919 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 1140 members 
Mstep: Class 15 contains 30807 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13911572.000000 Penalty: 11245.798828
Iteration 22Q: 21 clusters Score -1.391157e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6217 members 
Mstep: Class 3 contains 1562 members 
Mstep: Class 4 contains 240 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 20685 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 2133 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 135766 members 
Mstep: Class 13 contains 2392 members 
Mstep: Class 14 contains 1160 members 
Mstep: Class 15 contains 30167 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 20 contains 6163 members 
Mstep: Class 21 contains 10361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13918589.000000 Penalty: 11245.798828
Iteration 23Q: 21 clusters Score -1.391859e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1358 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 20396 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 136401 members 
Mstep: Class 13 contains 2403 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 29727 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 10440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13920466.000000 Penalty: 11245.798828
Iteration 24Q: 21 clusters Score -1.392047e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1356 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1650 members 
Mstep: Class 7 contains 1645 members 
Mstep: Class 8 contains 20224 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 2116 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 136864 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 29383 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1747 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 6321 members 
Mstep: Class 21 contains 10517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13921191.000000 Penalty: 11245.798828
Iteration 25Q: 21 clusters Score -1.392119e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 1560 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 1627 members 
Mstep: Class 8 contains 20117 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 137225 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10574 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 21 clusters Score -1.392166e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1354 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 1621 members 
Mstep: Class 8 contains 20046 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 137510 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 1239 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 27Q: 21 clusters Score -1.392204e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1354 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 19999 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 137739 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 28705 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 10641 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.392224e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1354 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5974 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 19967 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 137921 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 28551 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1729 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 10667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13922445.000000 Penalty: 11245.798828
Iteration 29Q: 21 clusters Score -1.392244e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5960 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 19949 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 138091 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1266 members 
Mstep: Class 15 contains 28403 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 6322 members 
Mstep: Class 21 contains 10693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13922688.000000 Penalty: 11245.798828
Iteration 30Q: 21 clusters Score -1.392269e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 19937 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 409 members 
Mstep: Class 12 contains 138219 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 28292 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 6318 members 
Mstep: Class 21 contains 10700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13923239.000000 Penalty: 11245.798828
Iteration 31Q: 21 clusters Score -1.392324e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5939 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 19923 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 138351 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1303 members 
Mstep: Class 15 contains 28175 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 6318 members 
Mstep: Class 21 contains 10714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13924098.000000 Penalty: 11245.798828
Iteration 32Q: 21 clusters Score -1.39241e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5936 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 19917 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 2108 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138454 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 28077 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 10721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13924333.000000 Penalty: 11245.798828
Iteration 33Q: 21 clusters Score -1.392433e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5935 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 19916 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 2107 members 
Mstep: Class 11 contains 406 members 
Mstep: Class 12 contains 138552 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 27979 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 6326 members 
Mstep: Class 21 contains 10731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13924430.000000 Penalty: 11245.798828
Iteration 34Q: 21 clusters Score -1.392443e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 8 contains 19915 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138646 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1359 members 
Mstep: Class 15 contains 27894 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13924490.000000 Penalty: 11245.798828
Iteration 35Q: 21 clusters Score -1.392449e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138718 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 27829 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 10721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13924520.000000 Penalty: 11245.798828
Iteration 36Q: 21 clusters Score -1.392452e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138775 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1370 members 
Mstep: Class 15 contains 27774 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 10717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13924519.000000 Penalty: 11245.798828
Iteration 37Q: 21 clusters Score -1.392452e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5932 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138826 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 27721 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6325 members 
Mstep: Class 21 contains 10717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13924525.000000 Penalty: 11245.798828
Iteration 38Q: 21 clusters Score -1.392452e+07 nChanged 89
Entering ConstructFrom: 
Score: -13924525.000000 Penalty: 11245.798828
Entering ConstructFrom: 
Trying to split cluster 1 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -69759.031250 Penalty: 324.926636
	Iteration 0F: 2 clusters Score -69759.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -68809.343750 Penalty: 649.853271
	Iteration 0F: 3 clusters Score -68809.34 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69273.781250 Penalty: 649.853271
	Iteration 1F: 3 clusters Score -69273.78 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69515.539062 Penalty: 649.853271
	Iteration 2F: 3 clusters Score -69515.54 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69835.156250 Penalty: 649.853271
	Iteration 3F: 3 clusters Score -69835.16 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70306.578125 Penalty: 649.853271
	Iteration 4F: 3 clusters Score -70306.58 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70724.953125 Penalty: 649.853271
	Iteration 5F: 3 clusters Score -70724.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70966.406250 Penalty: 649.853271
	Iteration 6F: 3 clusters Score -70966.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -71068.570312 Penalty: 649.853271
	Iteration 7Q: 3 clusters Score -71068.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -71191.718750 Penalty: 649.853271
	Iteration 8Q: 3 clusters Score -71191.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -71255.617188 Penalty: 649.853271
	Iteration 9Q: 3 clusters Score -71255.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -71296.695312 Penalty: 649.853271
	Iteration 10Q: 3 clusters Score -71296.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -71327.406250 Penalty: 649.853271
	Iteration 11Q: 3 clusters Score -71327.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71333.828125 Penalty: 649.853271
	Iteration 12Q: 3 clusters Score -71333.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71333.828125 Penalty: 649.853271
	Iteration 13F: 3 clusters Score -71333.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5932 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Entering Unmasked Estep 
Score: -13925916.000000 Penalty: 11808.088867
Splitting cluster 1 changes total score from -13924525.000000 to -13925916.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (5932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Entering Unmasked Estep 
Score: -337575.843750 Penalty: 395.309326
	Iteration 0F: 2 clusters Score -337575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -333627.750000 Penalty: 790.618652
	Iteration 0F: 3 clusters Score -333627.8 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -335803.906250 Penalty: 790.618652
	Iteration 1F: 3 clusters Score -335803.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -338032.875000 Penalty: 790.618652
	Iteration 2F: 3 clusters Score -338032.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -341165.468750 Penalty: 790.618652
	Iteration 3F: 3 clusters Score -341165.5 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -342443.375000 Penalty: 790.618652
	Iteration 4F: 3 clusters Score -342443.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -343091.437500 Penalty: 790.618652
	Iteration 5F: 3 clusters Score -343091.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -343496.000000 Penalty: 790.618652
	Iteration 6Q: 3 clusters Score -343496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -343755.843750 Penalty: 790.618652
	Iteration 7Q: 3 clusters Score -343755.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -343855.312500 Penalty: 790.618652
	Iteration 8Q: 3 clusters Score -343855.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -343887.500000 Penalty: 790.618652
	Iteration 9Q: 3 clusters Score -343887.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -343900.531250 Penalty: 790.618652
	Iteration 10Q: 3 clusters Score -343900.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -343905.156250 Penalty: 790.618652
	Iteration 11Q: 3 clusters Score -343905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -343905.781250 Penalty: 790.618652
	Iteration 12Q: 3 clusters Score -343905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -343905.906250 Penalty: 790.618652
	Iteration 13Q: 3 clusters Score -343905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -343905.906250 Penalty: 790.618652
	Iteration 14F: 3 clusters Score -343905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 1561 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Entering Unmasked Estep 
Score: -13932053.000000 Penalty: 12370.378906
Splitting cluster 2 changes total score from -13924525.000000 to -13932053.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -58544.585938 Penalty: 334.565216
	Iteration 0F: 2 clusters Score -58544.59 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 771 members 
Entering Unmasked Estep 
Score: -57595.558594 Penalty: 669.130432
	Iteration 0F: 3 clusters Score -57595.56 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59385.179688 Penalty: 669.130432
	Iteration 1F: 3 clusters Score -59385.18 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60323.000000 Penalty: 669.130432
	Iteration 2F: 3 clusters Score -60323 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -62194.453125 Penalty: 669.130432
	Iteration 3F: 3 clusters Score -62194.45 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -64144.359375 Penalty: 669.130432
	Iteration 4F: 3 clusters Score -64144.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -64875.921875 Penalty: 669.130432
	Iteration 5Q: 3 clusters Score -64875.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -64991.968750 Penalty: 669.130432
	Iteration 6Q: 3 clusters Score -64991.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -64999.363281 Penalty: 669.130432
	Iteration 7Q: 3 clusters Score -64999.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -65001.671875 Penalty: 669.130432
	Iteration 8Q: 3 clusters Score -65001.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -65003.679688 Penalty: 669.130432
	Iteration 9Q: 3 clusters Score -65003.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -65004.414062 Penalty: 669.130432
	Iteration 10Q: 3 clusters Score -65004.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -65004.718750 Penalty: 669.130432
	Iteration 11Q: 3 clusters Score -65004.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -65005.800781 Penalty: 669.130432
	Iteration 12Q: 3 clusters Score -65005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -65007.269531 Penalty: 669.130432
	Iteration 13Q: 3 clusters Score -65007.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -65007.351562 Penalty: 669.130432
	Iteration 14Q: 3 clusters Score -65007.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -65007.351562 Penalty: 669.130432
	Iteration 15F: 3 clusters Score -65007.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
Score: -13938289.000000 Penalty: 12932.668945
Splitting cluster 3 changes total score from -13924525.000000 to -13938289.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -9615.916992 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -9615.917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9341.025391 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -9341.025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9508.084961 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -9508.085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9602.679688 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -9602.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9707.212891 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -9707.213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9857.294922 Penalty: 496.822296
	Iteration 4F: 3 clusters Score -9857.295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10414.791016 Penalty: 496.822296
	Iteration 5F: 3 clusters Score -10414.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10437.023438 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -10437.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10452.623047 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -10452.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10452.623047 Penalty: 496.822296
	Iteration 8F: 3 clusters Score -10452.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Entering Unmasked Estep 
Score: -13938817.000000 Penalty: 13494.958984
Splitting cluster 4 changes total score from -13924525.000000 to -13938817.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -91471.539062 Penalty: 337.005341
	Iteration 0F: 2 clusters Score -91471.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -90292.750000 Penalty: 674.010681
	Iteration 0F: 3 clusters Score -90292.75 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91020.898438 Penalty: 674.010681
	Iteration 1F: 3 clusters Score -91020.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91341.890625 Penalty: 674.010681
	Iteration 2F: 3 clusters Score -91341.89 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91577.140625 Penalty: 674.010681
	Iteration 3F: 3 clusters Score -91577.14 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91736.265625 Penalty: 674.010681
	Iteration 4F: 3 clusters Score -91736.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91888.460938 Penalty: 674.010681
	Iteration 5Q: 3 clusters Score -91888.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92225.867188 Penalty: 674.010681
	Iteration 6Q: 3 clusters Score -92225.87 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92957.281250 Penalty: 674.010681
	Iteration 7Q: 3 clusters Score -92957.28 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93230.070312 Penalty: 674.010681
	Iteration 8Q: 3 clusters Score -93230.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93455.273438 Penalty: 674.010681
	Iteration 9Q: 3 clusters Score -93455.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93688.226562 Penalty: 674.010681
	Iteration 10Q: 3 clusters Score -93688.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94106.187500 Penalty: 674.010681
	Iteration 11Q: 3 clusters Score -94106.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94976.507812 Penalty: 674.010681
	Iteration 12Q: 3 clusters Score -94976.51 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95234.914062 Penalty: 674.010681
	Iteration 13Q: 3 clusters Score -95234.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -95317.945312 Penalty: 674.010681
	Iteration 14Q: 3 clusters Score -95317.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -95359.093750 Penalty: 674.010681
	Iteration 15Q: 3 clusters Score -95359.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -95370.796875 Penalty: 674.010681
	Iteration 16Q: 3 clusters Score -95370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -95376.679688 Penalty: 674.010681
	Iteration 17Q: 3 clusters Score -95376.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -95391.031250 Penalty: 674.010681
	Iteration 18Q: 3 clusters Score -95391.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -95393.070312 Penalty: 674.010681
	Iteration 19Q: 3 clusters Score -95393.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -95452.328125 Penalty: 674.010681
	Iteration 20F: 3 clusters Score -95452.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -95545.453125 Penalty: 674.010681
	Iteration 21Q: 3 clusters Score -95545.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -95589.460938 Penalty: 674.010681
	Iteration 22Q: 3 clusters Score -95589.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -95631.195312 Penalty: 674.010681
	Iteration 23Q: 3 clusters Score -95631.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -95661.671875 Penalty: 674.010681
	Iteration 24Q: 3 clusters Score -95661.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -95670.679688 Penalty: 674.010681
	Iteration 25Q: 3 clusters Score -95670.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -95675.429688 Penalty: 674.010681
	Iteration 26Q: 3 clusters Score -95675.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -95677.125000 Penalty: 674.010681
	Iteration 27Q: 3 clusters Score -95677.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -95678.210938 Penalty: 674.010681
	Iteration 28Q: 3 clusters Score -95678.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -95694.382812 Penalty: 674.010681
	Iteration 29F: 3 clusters Score -95694.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -95718.453125 Penalty: 674.010681
	Iteration 30Q: 3 clusters Score -95718.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -95734.554688 Penalty: 674.010681
	Iteration 31Q: 3 clusters Score -95734.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -95741.226562 Penalty: 674.010681
	Iteration 32Q: 3 clusters Score -95741.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -95741.796875 Penalty: 674.010681
	Iteration 33Q: 3 clusters Score -95741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -95742.468750 Penalty: 674.010681
	Iteration 34Q: 3 clusters Score -95742.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -95742.562500 Penalty: 674.010681
	Iteration 35Q: 3 clusters Score -95742.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -95742.781250 Penalty: 674.010681
	Iteration 36Q: 3 clusters Score -95742.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -95742.890625 Penalty: 674.010681
	Iteration 37Q: 3 clusters Score -95742.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -95742.890625 Penalty: 674.010681
	Iteration 38F: 3 clusters Score -95742.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Entering Unmasked Estep 
Score: -13942909.000000 Penalty: 14057.249023
Splitting cluster 6 changes total score from -13924525.000000 to -13942909.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -64607.234375 Penalty: 332.079254
	Iteration 0F: 2 clusters Score -64607.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -63732.277344 Penalty: 664.158508
	Iteration 0F: 3 clusters Score -63732.28 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -66507.523438 Penalty: 664.158508
	Iteration 1F: 3 clusters Score -66507.52 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -67413.789062 Penalty: 664.158508
	Iteration 2F: 3 clusters Score -67413.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -67510.781250 Penalty: 664.158508
	Iteration 3Q: 3 clusters Score -67510.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -67521.320312 Penalty: 664.158508
	Iteration 4Q: 3 clusters Score -67521.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -67523.531250 Penalty: 664.158508
	Iteration 5Q: 3 clusters Score -67523.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -67523.906250 Penalty: 664.158508
	Iteration 6Q: 3 clusters Score -67523.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -67524.375000 Penalty: 664.158508
	Iteration 7Q: 3 clusters Score -67524.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -67524.695312 Penalty: 664.158508
	Iteration 8Q: 3 clusters Score -67524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -67524.695312 Penalty: 664.158508
	Iteration 9F: 3 clusters Score -67524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 19914 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Entering Unmasked Estep 
Score: -13945593.000000 Penalty: 14619.539062
Splitting cluster 7 changes total score from -13924525.000000 to -13945593.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (19914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Entering Unmasked Estep 
Score: -1652417.500000 Penalty: 450.412628
	Iteration 0F: 2 clusters Score -1652418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1642676.875000 Penalty: 900.825256
	Iteration 0F: 3 clusters Score -1642677 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1649444.625000 Penalty: 900.825256
	Iteration 1F: 3 clusters Score -1649445 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1653536.375000 Penalty: 900.825256
	Iteration 2F: 3 clusters Score -1653536 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1660213.750000 Penalty: 900.825256
	Iteration 3F: 3 clusters Score -1660214 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1664234.000000 Penalty: 900.825256
	Iteration 4F: 3 clusters Score -1664234 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1664757.000000 Penalty: 900.825256
	Iteration 5F: 3 clusters Score -1664757 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1664820.250000 Penalty: 900.825256
	Iteration 6Q: 3 clusters Score -1664820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1664838.750000 Penalty: 900.825256
	Iteration 7Q: 3 clusters Score -1664839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1664834.375000 Penalty: 900.825256
	Iteration 8Q: 3 clusters Score -1664834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1664833.000000 Penalty: 900.825256
	Iteration 9Q: 3 clusters Score -1664833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1664827.625000 Penalty: 900.825256
	Iteration 10Q: 3 clusters Score -1664828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1664825.125000 Penalty: 900.825256
	Iteration 11Q: 3 clusters Score -1664825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1664825.125000 Penalty: 900.825256
	Iteration 12F: 3 clusters Score -1664825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Entering Unmasked Estep 
Score: -13957809.000000 Penalty: 15181.828125
Splitting cluster 8 changes total score from -13924525.000000 to -13957809.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -177501.984375 Penalty: 365.487183
	Iteration 0F: 2 clusters Score -177502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -175434.656250 Penalty: 730.974365
	Iteration 0F: 3 clusters Score -175434.7 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -176438.453125 Penalty: 730.974365
	Iteration 1F: 3 clusters Score -176438.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -176734.000000 Penalty: 730.974365
	Iteration 2F: 3 clusters Score -176734 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -177060.843750 Penalty: 730.974365
	Iteration 3F: 3 clusters Score -177060.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -177455.796875 Penalty: 730.974365
	Iteration 4F: 3 clusters Score -177455.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -177750.406250 Penalty: 730.974365
	Iteration 5F: 3 clusters Score -177750.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -177987.250000 Penalty: 730.974365
	Iteration 6Q: 3 clusters Score -177987.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -178177.234375 Penalty: 730.974365
	Iteration 7Q: 3 clusters Score -178177.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -178280.046875 Penalty: 730.974365
	Iteration 8Q: 3 clusters Score -178280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -178317.921875 Penalty: 730.974365
	Iteration 9Q: 3 clusters Score -178317.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -178337.578125 Penalty: 730.974365
	Iteration 10Q: 3 clusters Score -178337.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -178347.828125 Penalty: 730.974365
	Iteration 11Q: 3 clusters Score -178347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -178350.390625 Penalty: 730.974365
	Iteration 12Q: 3 clusters Score -178350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -178351.484375 Penalty: 730.974365
	Iteration 13Q: 3 clusters Score -178351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -178351.718750 Penalty: 730.974365
	Iteration 14Q: 3 clusters Score -178351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -178351.750000 Penalty: 730.974365
	Iteration 15Q: 3 clusters Score -178351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -178352.093750 Penalty: 730.974365
	Iteration 16Q: 3 clusters Score -178352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -178352.359375 Penalty: 730.974365
	Iteration 17Q: 3 clusters Score -178352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -178352.328125 Penalty: 730.974365
	Iteration 18Q: 3 clusters Score -178352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -178352.656250 Penalty: 730.974365
	Iteration 19Q: 3 clusters Score -178352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -178352.656250 Penalty: 730.974365
	Iteration 20F: 3 clusters Score -178352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Entering Unmasked Estep 
Score: -13958465.000000 Penalty: 15744.118164
Splitting cluster 9 changes total score from -13924525.000000 to -13958465.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -97224.367188 Penalty: 348.190826
	Iteration 0F: 2 clusters Score -97224.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -96000.250000 Penalty: 696.381653
	Iteration 0F: 3 clusters Score -96000.25 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -99107.414062 Penalty: 696.381653
	Iteration 1F: 3 clusters Score -99107.41 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -101326.398438 Penalty: 696.381653
	Iteration 2F: 3 clusters Score -101326.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -101646.109375 Penalty: 696.381653
	Iteration 3Q: 3 clusters Score -101646.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -101871.023438 Penalty: 696.381653
	Iteration 4Q: 3 clusters Score -101871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -101922.851562 Penalty: 696.381653
	Iteration 5Q: 3 clusters Score -101922.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -101960.218750 Penalty: 696.381653
	Iteration 6Q: 3 clusters Score -101960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -101982.414062 Penalty: 696.381653
	Iteration 7Q: 3 clusters Score -101982.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -102001.812500 Penalty: 696.381653
	Iteration 8Q: 3 clusters Score -102001.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -102016.531250 Penalty: 696.381653
	Iteration 9Q: 3 clusters Score -102016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -102023.859375 Penalty: 696.381653
	Iteration 10Q: 3 clusters Score -102023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -102032.453125 Penalty: 696.381653
	Iteration 11Q: 3 clusters Score -102032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -102035.656250 Penalty: 696.381653
	Iteration 12Q: 3 clusters Score -102035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -102036.906250 Penalty: 696.381653
	Iteration 13Q: 3 clusters Score -102036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -102038.046875 Penalty: 696.381653
	Iteration 14Q: 3 clusters Score -102038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -102038.976562 Penalty: 696.381653
	Iteration 15Q: 3 clusters Score -102039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -102039.281250 Penalty: 696.381653
	Iteration 16Q: 3 clusters Score -102039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -102040.296875 Penalty: 696.381653
	Iteration 17Q: 3 clusters Score -102040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -102042.351562 Penalty: 696.381653
	Iteration 18Q: 3 clusters Score -102042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -102044.023438 Penalty: 696.381653
	Iteration 19Q: 3 clusters Score -102044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -102045.585938 Penalty: 696.381653
	Iteration 20F: 3 clusters Score -102045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -102048.335938 Penalty: 696.381653
	Iteration 21Q: 3 clusters Score -102048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -102052.476562 Penalty: 696.381653
	Iteration 22Q: 3 clusters Score -102052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -102057.492188 Penalty: 696.381653
	Iteration 23Q: 3 clusters Score -102057.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -102061.945312 Penalty: 696.381653
	Iteration 24Q: 3 clusters Score -102061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -102064.289062 Penalty: 696.381653
	Iteration 25Q: 3 clusters Score -102064.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -102072.898438 Penalty: 696.381653
	Iteration 26Q: 3 clusters Score -102072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -102078.984375 Penalty: 696.381653
	Iteration 27Q: 3 clusters Score -102079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -102084.039062 Penalty: 696.381653
	Iteration 28Q: 3 clusters Score -102084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -102086.140625 Penalty: 696.381653
	Iteration 29Q: 3 clusters Score -102086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -102087.156250 Penalty: 696.381653
	Iteration 30Q: 3 clusters Score -102087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -102087.343750 Penalty: 696.381653
	Iteration 31Q: 3 clusters Score -102087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -102087.640625 Penalty: 696.381653
	Iteration 32Q: 3 clusters Score -102087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -102088.523438 Penalty: 696.381653
	Iteration 33Q: 3 clusters Score -102088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -102089.796875 Penalty: 696.381653
	Iteration 34Q: 3 clusters Score -102089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -102090.226562 Penalty: 696.381653
	Iteration 35Q: 3 clusters Score -102090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -102091.187500 Penalty: 696.381653
	Iteration 36Q: 3 clusters Score -102091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -102093.320312 Penalty: 696.381653
	Iteration 37Q: 3 clusters Score -102093.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -102095.148438 Penalty: 696.381653
	Iteration 38Q: 3 clusters Score -102095.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -102096.812500 Penalty: 696.381653
	Iteration 39Q: 3 clusters Score -102096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -102111.281250 Penalty: 696.381653
	Iteration 40F: 3 clusters Score -102111.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -102181.187500 Penalty: 696.381653
	Iteration 41Q: 3 clusters Score -102181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -102457.140625 Penalty: 696.381653
	Iteration 42Q: 3 clusters Score -102457.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -102975.484375 Penalty: 696.381653
	Iteration 43Q: 3 clusters Score -102975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -103020.242188 Penalty: 696.381653
	Iteration 44Q: 3 clusters Score -103020.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -103081.070312 Penalty: 696.381653
	Iteration 45Q: 3 clusters Score -103081.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -103183.789062 Penalty: 696.381653
	Iteration 46Q: 3 clusters Score -103183.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -103329.632812 Penalty: 696.381653
	Iteration 47Q: 3 clusters Score -103329.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -103468.039062 Penalty: 696.381653
	Iteration 48Q: 3 clusters Score -103468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -103600.070312 Penalty: 696.381653
	Iteration 49Q: 3 clusters Score -103600.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -103670.460938 Penalty: 696.381653
	Iteration 50Q: 3 clusters Score -103670.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -103683.296875 Penalty: 696.381653
	Iteration 51Q: 3 clusters Score -103683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -103685.984375 Penalty: 696.381653
	Iteration 52Q: 3 clusters Score -103686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -103686.062500 Penalty: 696.381653
	Iteration 53Q: 3 clusters Score -103686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -103686.062500 Penalty: 696.381653
	Iteration 54F: 3 clusters Score -103686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 407 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Entering Unmasked Estep 
Score: -13964665.000000 Penalty: 16306.408203
Splitting cluster 10 changes total score from -13924525.000000 to -13964665.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -20813.865234 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -20813.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20402.816406 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -20402.82 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20718.792969 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -20718.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21194.896484 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -21194.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21969.867188 Penalty: 546.802002
	Iteration 3F: 3 clusters Score -21969.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22265.154297 Penalty: 546.802002
	Iteration 4F: 3 clusters Score -22265.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22540.304688 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -22540.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22697.363281 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -22697.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22697.363281 Penalty: 546.802002
	Iteration 7F: 3 clusters Score -22697.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 138874 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Entering Unmasked Estep 
Score: -13966255.000000 Penalty: 16868.699219
Splitting cluster 11 changes total score from -13924525.000000 to -13966255.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (138874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138874 members 
Entering Unmasked Estep 
Score: -8595101.000000 Penalty: 538.780151
	Iteration 0F: 2 clusters Score -8595101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -8514983.000000 Penalty: 1077.560303
	Iteration 0F: 3 clusters Score -8514983 nChanged 68130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -8558552.000000 Penalty: 1077.560303
	Iteration 1F: 3 clusters Score -8558552 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -8562096.000000 Penalty: 1077.560303
	Iteration 2Q: 3 clusters Score -8562096 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -8567638.000000 Penalty: 1077.560303
	Iteration 3F: 3 clusters Score -8567638 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
Score: -8575302.000000 Penalty: 1077.560303
	Iteration 4F: 3 clusters Score -8575302 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -8582716.000000 Penalty: 1077.560303
	Iteration 5F: 3 clusters Score -8582716 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -8586249.000000 Penalty: 1077.560303
	Iteration 6F: 3 clusters Score -8586249 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -8587473.000000 Penalty: 1077.560303
	Iteration 7Q: 3 clusters Score -8587473 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -8588316.000000 Penalty: 1077.560303
	Iteration 8Q: 3 clusters Score -8588316 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -8589039.000000 Penalty: 1077.560303
	Iteration 9Q: 3 clusters Score -8589039 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 76346 members 
Entering Unmasked Estep 
Score: -8589999.000000 Penalty: 1077.560303
	Iteration 10Q: 3 clusters Score -8589999 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -8591039.000000 Penalty: 1077.560303
	Iteration 11Q: 3 clusters Score -8591039 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 78096 members 
Entering Unmasked Estep 
Score: -8592222.000000 Penalty: 1077.560303
	Iteration 12Q: 3 clusters Score -8592222 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -8593462.000000 Penalty: 1077.560303
	Iteration 13Q: 3 clusters Score -8593462 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -8594672.000000 Penalty: 1077.560303
	Iteration 14Q: 3 clusters Score -8594672 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -8595811.000000 Penalty: 1077.560303
	Iteration 15Q: 3 clusters Score -8595811 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -8596715.000000 Penalty: 1077.560303
	Iteration 16Q: 3 clusters Score -8596715 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -8597501.000000 Penalty: 1077.560303
	Iteration 17Q: 3 clusters Score -8597501 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -8598058.000000 Penalty: 1077.560303
	Iteration 18Q: 3 clusters Score -8598058 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -8598432.000000 Penalty: 1077.560303
	Iteration 19Q: 3 clusters Score -8598432 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -8598728.000000 Penalty: 1077.560303
	Iteration 20F: 3 clusters Score -8598728 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -8599004.000000 Penalty: 1077.560303
	Iteration 21Q: 3 clusters Score -8599004 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -8599202.000000 Penalty: 1077.560303
	Iteration 22Q: 3 clusters Score -8599202 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -8599342.000000 Penalty: 1077.560303
	Iteration 23Q: 3 clusters Score -8599342 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -8599493.000000 Penalty: 1077.560303
	Iteration 24Q: 3 clusters Score -8599493 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -8599636.000000 Penalty: 1077.560303
	Iteration 25Q: 3 clusters Score -8599636 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -8599744.000000 Penalty: 1077.560303
	Iteration 26Q: 3 clusters Score -8599744 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 75972 members 
Entering Unmasked Estep 
Score: -8599864.000000 Penalty: 1077.560303
	Iteration 27Q: 3 clusters Score -8599864 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -8599991.000000 Penalty: 1077.560303
	Iteration 28Q: 3 clusters Score -8599991 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -8600124.000000 Penalty: 1077.560303
	Iteration 29Q: 3 clusters Score -8600124 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -8600237.000000 Penalty: 1077.560303
	Iteration 30Q: 3 clusters Score -8600237 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -8600433.000000 Penalty: 1077.560303
	Iteration 31Q: 3 clusters Score -8600433 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -8600569.000000 Penalty: 1077.560303
	Iteration 32Q: 3 clusters Score -8600569 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -8600726.000000 Penalty: 1077.560303
	Iteration 33Q: 3 clusters Score -8600726 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -8600879.000000 Penalty: 1077.560303
	Iteration 34Q: 3 clusters Score -8600879 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -8601121.000000 Penalty: 1077.560303
	Iteration 35Q: 3 clusters Score -8601121 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -8601295.000000 Penalty: 1077.560303
	Iteration 36Q: 3 clusters Score -8601295 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -8601448.000000 Penalty: 1077.560303
	Iteration 37Q: 3 clusters Score -8601448 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 65040 members 
Entering Unmasked Estep 
Score: -8601674.000000 Penalty: 1077.560303
	Iteration 38Q: 3 clusters Score -8601674 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -8601932.000000 Penalty: 1077.560303
	Iteration 39Q: 3 clusters Score -8601932 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -8602190.000000 Penalty: 1077.560303
	Iteration 40F: 3 clusters Score -8602190 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -8602453.000000 Penalty: 1077.560303
	Iteration 41Q: 3 clusters Score -8602453 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -8602717.000000 Penalty: 1077.560303
	Iteration 42Q: 3 clusters Score -8602717 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -8602991.000000 Penalty: 1077.560303
	Iteration 43Q: 3 clusters Score -8602991 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -8603277.000000 Penalty: 1077.560303
	Iteration 44Q: 3 clusters Score -8603277 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -8603544.000000 Penalty: 1077.560303
	Iteration 45Q: 3 clusters Score -8603544 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -8603819.000000 Penalty: 1077.560303
	Iteration 46Q: 3 clusters Score -8603819 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -8604025.000000 Penalty: 1077.560303
	Iteration 47Q: 3 clusters Score -8604025 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87021 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -8604198.000000 Penalty: 1077.560303
	Iteration 48Q: 3 clusters Score -8604198 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -8604291.000000 Penalty: 1077.560303
	Iteration 49Q: 3 clusters Score -8604291 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -8604427.000000 Penalty: 1077.560303
	Iteration 50Q: 3 clusters Score -8604427 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -8604533.000000 Penalty: 1077.560303
	Iteration 51Q: 3 clusters Score -8604533 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -8604653.000000 Penalty: 1077.560303
	Iteration 52Q: 3 clusters Score -8604653 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -8604708.000000 Penalty: 1077.560303
	Iteration 53Q: 3 clusters Score -8604708 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -8604744.000000 Penalty: 1077.560303
	Iteration 54Q: 3 clusters Score -8604744 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93283 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8604791.000000 Penalty: 1077.560303
	Iteration 55Q: 3 clusters Score -8604791 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -8604745.000000 Penalty: 1077.560303
	Iteration 56Q: 3 clusters Score -8604745 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -8604718.000000 Penalty: 1077.560303
	Iteration 57Q: 3 clusters Score -8604718 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -8604730.000000 Penalty: 1077.560303
	Iteration 58Q: 3 clusters Score -8604730 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -8604703.000000 Penalty: 1077.560303
	Iteration 59Q: 3 clusters Score -8604703 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -8604677.000000 Penalty: 1077.560303
	Iteration 60F: 3 clusters Score -8604677 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8604706.000000 Penalty: 1077.560303
	Iteration 61Q: 3 clusters Score -8604706 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -8604669.000000 Penalty: 1077.560303
	Iteration 62Q: 3 clusters Score -8604669 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -8604566.000000 Penalty: 1077.560303
	Iteration 63Q: 3 clusters Score -8604566 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99286 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -8604514.000000 Penalty: 1077.560303
	Iteration 64Q: 3 clusters Score -8604514 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -8604467.000000 Penalty: 1077.560303
	Iteration 65Q: 3 clusters Score -8604467 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100582 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -8604461.000000 Penalty: 1077.560303
	Iteration 66Q: 3 clusters Score -8604461 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -8604398.000000 Penalty: 1077.560303
	Iteration 67Q: 3 clusters Score -8604398 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101873 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -8604354.000000 Penalty: 1077.560303
	Iteration 68Q: 3 clusters Score -8604354 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -8604326.000000 Penalty: 1077.560303
	Iteration 69Q: 3 clusters Score -8604326 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -8604332.000000 Penalty: 1077.560303
	Iteration 70Q: 3 clusters Score -8604332 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103928 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -8604299.000000 Penalty: 1077.560303
	Iteration 71Q: 3 clusters Score -8604299 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -8604294.000000 Penalty: 1077.560303
	Iteration 72Q: 3 clusters Score -8604294 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -8604267.000000 Penalty: 1077.560303
	Iteration 73Q: 3 clusters Score -8604267 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -8604267.000000 Penalty: 1077.560303
	Iteration 74Q: 3 clusters Score -8604267 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -8604233.000000 Penalty: 1077.560303
	Iteration 75Q: 3 clusters Score -8604233 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -8604232.000000 Penalty: 1077.560303
	Iteration 76Q: 3 clusters Score -8604232 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -8604239.000000 Penalty: 1077.560303
	Iteration 77Q: 3 clusters Score -8604239 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108066 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -8604254.000000 Penalty: 1077.560303
	Iteration 78Q: 3 clusters Score -8604254 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108603 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -8604185.000000 Penalty: 1077.560303
	Iteration 79Q: 3 clusters Score -8604185 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -8604153.000000 Penalty: 1077.560303
	Iteration 80F: 3 clusters Score -8604153 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109618 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -8604133.000000 Penalty: 1077.560303
	Iteration 81Q: 3 clusters Score -8604133 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -8604084.000000 Penalty: 1077.560303
	Iteration 82Q: 3 clusters Score -8604084 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110528 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8604065 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110995 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8604054 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111491 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8604002 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8603940 nChanged 481
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Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8603898 nChanged 463
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Mstep: Class 1 contains 112940 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8603844 nChanged 478
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Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8603855 nChanged 436
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Mstep: Class 1 contains 113854 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8603757 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114269 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8603749 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8603702 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115017 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8603674 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8603594 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115738 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8603632 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116109 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8603620 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8603570 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8603561 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117066 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8603537 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117355 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -8603508.000000 Penalty: 1077.560303
	Iteration 100F: 3 clusters Score -8603508 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117623 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8603472 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8603452 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118116 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -8603413.000000 Penalty: 1077.560303
	Iteration 103Q: 3 clusters Score -8603413 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118341 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8603378 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8603362 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -8603334.000000 Penalty: 1077.560303
	Iteration 106Q: 3 clusters Score -8603334 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118969 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8603350 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8603310 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8603226 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119563 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -8603207.000000 Penalty: 1077.560303
	Iteration 110Q: 3 clusters Score -8603207 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8603178 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8603179 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -8603190.000000 Penalty: 1077.560303
	Iteration 113Q: 3 clusters Score -8603190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120164 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -8603194.000000 Penalty: 1077.560303
	Iteration 114Q: 3 clusters Score -8603194 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 1077.560303
	Iteration 115Q: 3 clusters Score -8603146 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -8603144.000000 Penalty: 1077.560303
	Iteration 116Q: 3 clusters Score -8603144 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -8603103.000000 Penalty: 1077.560303
	Iteration 117Q: 3 clusters Score -8603103 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8603094 nChanged 98
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8603090 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -8603064.000000 Penalty: 1077.560303
	Iteration 120F: 3 clusters Score -8603064 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8603072 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121072 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8603057 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121177 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8603050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121288 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8603045 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121393 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8602997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8602967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121553 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8602945 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121623 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -8602931.000000 Penalty: 1077.560303
	Iteration 128Q: 3 clusters Score -8602931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121666 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -8602909.000000 Penalty: 1077.560303
	Iteration 129Q: 3 clusters Score -8602909 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -8602907.000000 Penalty: 1077.560303
	Iteration 130Q: 3 clusters Score -8602907 nChanged 48
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8602907 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121803 members 
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Entering Unmasked Estep 
Score: -8602887.000000 Penalty: 1077.560303
	Iteration 132Q: 3 clusters Score -8602887 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121842 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8602888 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121876 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8602886 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8602899.000000 Penalty: 1077.560303
	Iteration 135Q: 3 clusters Score -8602899 nChanged 31
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Mstep: Class 1 contains 121944 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8602885 nChanged 25
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Entering Unmasked Estep 
Score: -8602879.000000 Penalty: 1077.560303
	Iteration 137Q: 3 clusters Score -8602879 nChanged 19
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8602867 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -8602866.000000 Penalty: 1077.560303
	Iteration 139Q: 3 clusters Score -8602866 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122011 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -8602866.000000 Penalty: 1077.560303
	Iteration 140F: 3 clusters Score -8602866 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122015 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -8602865.000000 Penalty: 1077.560303
	Iteration 141Q: 3 clusters Score -8602865 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -8602859.000000 Penalty: 1077.560303
	Iteration 142Q: 3 clusters Score -8602859 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122028 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8602857 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122040 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8602860 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -8602851.000000 Penalty: 1077.560303
	Iteration 145Q: 3 clusters Score -8602851 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122059 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -8602849.000000 Penalty: 1077.560303
	Iteration 146Q: 3 clusters Score -8602849 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8602851 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122070 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -8602845.000000 Penalty: 1077.560303
	Iteration 148Q: 3 clusters Score -8602845 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122080 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -8602837.000000 Penalty: 1077.560303
	Iteration 149Q: 3 clusters Score -8602837 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122085 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8602837 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122089 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -8602832.000000 Penalty: 1077.560303
	Iteration 151Q: 3 clusters Score -8602832 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122092 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -8602831.000000 Penalty: 1077.560303
	Iteration 152Q: 3 clusters Score -8602831 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122102 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -8602821.000000 Penalty: 1077.560303
	Iteration 153Q: 3 clusters Score -8602821 nChanged 4
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Mstep: Class 1 contains 122106 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -8602811.000000 Penalty: 1077.560303
	Iteration 154Q: 3 clusters Score -8602811 nChanged 4
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Mstep: Class 1 contains 122110 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -8602813.000000 Penalty: 1077.560303
	Iteration 155Q: 3 clusters Score -8602813 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -8602805.000000 Penalty: 1077.560303
	Iteration 156Q: 3 clusters Score -8602805 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -8602804.000000 Penalty: 1077.560303
	Iteration 157Q: 3 clusters Score -8602804 nChanged 4
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Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -8602807.000000 Penalty: 1077.560303
	Iteration 158Q: 3 clusters Score -8602807 nChanged 1
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Entering Unmasked Estep 
Score: -8602801.000000 Penalty: 1077.560303
	Iteration 159Q: 3 clusters Score -8602801 nChanged 3
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Mstep: Class 1 contains 122133 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -8602803.000000 Penalty: 1077.560303
	Iteration 160F: 3 clusters Score -8602803 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122142 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -8602798.000000 Penalty: 1077.560303
	Iteration 161Q: 3 clusters Score -8602798 nChanged 10
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Mstep: Class 1 contains 122150 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -8602792.000000 Penalty: 1077.560303
	Iteration 162Q: 3 clusters Score -8602792 nChanged 7
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Mstep: Class 1 contains 122157 members 
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Entering Unmasked Estep 
Score: -8602787.000000 Penalty: 1077.560303
	Iteration 163Q: 3 clusters Score -8602787 nChanged 10
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Mstep: Class 1 contains 122165 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8602791 nChanged 9
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Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8602791 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122184 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -8602786.000000 Penalty: 1077.560303
	Iteration 166Q: 3 clusters Score -8602786 nChanged 9
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Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -8602783.000000 Penalty: 1077.560303
	Iteration 167Q: 3 clusters Score -8602783 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122201 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -8602775.000000 Penalty: 1077.560303
	Iteration 168Q: 3 clusters Score -8602775 nChanged 9
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Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -8602770.000000 Penalty: 1077.560303
	Iteration 169Q: 3 clusters Score -8602770 nChanged 8
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Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8602774 nChanged 8
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Mstep: Class 1 contains 122224 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -8602772.000000 Penalty: 1077.560303
	Iteration 171Q: 3 clusters Score -8602772 nChanged 10
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Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -8602776.000000 Penalty: 1077.560303
	Iteration 172Q: 3 clusters Score -8602776 nChanged 11
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Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -8602780.000000 Penalty: 1077.560303
	Iteration 173Q: 3 clusters Score -8602780 nChanged 12
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Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -8602782.000000 Penalty: 1077.560303
	Iteration 174Q: 3 clusters Score -8602782 nChanged 15
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Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8602798 nChanged 15
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Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -8602794.000000 Penalty: 1077.560303
	Iteration 176Q: 3 clusters Score -8602794 nChanged 18
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Entering Unmasked Estep 
Score: -8602806.000000 Penalty: 1077.560303
	Iteration 177Q: 3 clusters Score -8602806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122320 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -8602801.000000 Penalty: 1077.560303
	Iteration 178Q: 3 clusters Score -8602801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122337 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -8602776.000000 Penalty: 1077.560303
	Iteration 179Q: 3 clusters Score -8602776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122354 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -8602769.000000 Penalty: 1077.560303
	Iteration 180F: 3 clusters Score -8602769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122370 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -8602758.000000 Penalty: 1077.560303
	Iteration 181Q: 3 clusters Score -8602758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122382 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -8602751.000000 Penalty: 1077.560303
	Iteration 182Q: 3 clusters Score -8602751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -8602747.000000 Penalty: 1077.560303
	Iteration 183Q: 3 clusters Score -8602747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122409 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -8602738.000000 Penalty: 1077.560303
	Iteration 184Q: 3 clusters Score -8602738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -8602725.000000 Penalty: 1077.560303
	Iteration 185Q: 3 clusters Score -8602725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122420 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -8602730.000000 Penalty: 1077.560303
	Iteration 186Q: 3 clusters Score -8602730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122424 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -8602729.000000 Penalty: 1077.560303
	Iteration 187Q: 3 clusters Score -8602729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -8602734.000000 Penalty: 1077.560303
	Iteration 188Q: 3 clusters Score -8602734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -8602736.000000 Penalty: 1077.560303
	Iteration 189Q: 3 clusters Score -8602736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122439 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -8602732.000000 Penalty: 1077.560303
	Iteration 190Q: 3 clusters Score -8602732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122444 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -8602731.000000 Penalty: 1077.560303
	Iteration 191Q: 3 clusters Score -8602731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122448 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -8602733.000000 Penalty: 1077.560303
	Iteration 192Q: 3 clusters Score -8602733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122452 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -8602735.000000 Penalty: 1077.560303
	Iteration 193Q: 3 clusters Score -8602735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122456 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -8602730.000000 Penalty: 1077.560303
	Iteration 194Q: 3 clusters Score -8602730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -8602730.000000 Penalty: 1077.560303
	Iteration 195Q: 3 clusters Score -8602730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122462 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -8602731.000000 Penalty: 1077.560303
	Iteration 196Q: 3 clusters Score -8602731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122463 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -8602721.000000 Penalty: 1077.560303
	Iteration 197Q: 3 clusters Score -8602721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122463 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -8602721.000000 Penalty: 1077.560303
	Iteration 198F: 3 clusters Score -8602721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Entering Unmasked Estep 
Score: -13973770.000000 Penalty: 17430.988281
Splitting cluster 12 changes total score from -13924525.000000 to -13973770.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -113164.929688 Penalty: 354.438995
	Iteration 0F: 2 clusters Score -113164.9 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 1236 members 
Entering Unmasked Estep 
Score: -111661.015625 Penalty: 708.877991
	Iteration 0F: 3 clusters Score -111661 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -113210.570312 Penalty: 708.877991
	Iteration 1F: 3 clusters Score -113210.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -113855.382812 Penalty: 708.877991
	Iteration 2F: 3 clusters Score -113855.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -114347.640625 Penalty: 708.877991
	Iteration 3F: 3 clusters Score -114347.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -114695.781250 Penalty: 708.877991
	Iteration 4F: 3 clusters Score -114695.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -114949.960938 Penalty: 708.877991
	Iteration 5F: 3 clusters Score -114950 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -115429.562500 Penalty: 708.877991
	Iteration 6F: 3 clusters Score -115429.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -115928.507812 Penalty: 708.877991
	Iteration 7F: 3 clusters Score -115928.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -116396.398438 Penalty: 708.877991
	Iteration 8F: 3 clusters Score -116396.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -117115.867188 Penalty: 708.877991
	Iteration 9F: 3 clusters Score -117115.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -117957.320312 Penalty: 708.877991
	Iteration 10F: 3 clusters Score -117957.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -118620.718750 Penalty: 708.877991
	Iteration 11Q: 3 clusters Score -118620.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -118874.367188 Penalty: 708.877991
	Iteration 12Q: 3 clusters Score -118874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -119042.929688 Penalty: 708.877991
	Iteration 13Q: 3 clusters Score -119042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -119184.906250 Penalty: 708.877991
	Iteration 14Q: 3 clusters Score -119184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -119695.773438 Penalty: 708.877991
	Iteration 15Q: 3 clusters Score -119695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -120530.671875 Penalty: 708.877991
	Iteration 16Q: 3 clusters Score -120530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -120697.351562 Penalty: 708.877991
	Iteration 17F: 3 clusters Score -120697.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -121684.132812 Penalty: 708.877991
	Iteration 18Q: 3 clusters Score -121684.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -123018.789062 Penalty: 708.877991
	Iteration 19Q: 3 clusters Score -123018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -123018.789062 Penalty: 708.877991
	Iteration 20F: 3 clusters Score -123018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 1369 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Mstep: Class 32 contains 1628 members 
Entering Unmasked Estep 
Score: -13983428.000000 Penalty: 17993.277344
Splitting cluster 13 changes total score from -13924525.000000 to -13983428.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -48040.960938 Penalty: 328.593506
	Iteration 0F: 2 clusters Score -48040.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -47174.945312 Penalty: 657.187012
	Iteration 0F: 3 clusters Score -47174.95 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -48613.769531 Penalty: 657.187012
	Iteration 1F: 3 clusters Score -48613.77 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49099.925781 Penalty: 657.187012
	Iteration 2F: 3 clusters Score -49099.93 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49376.933594 Penalty: 657.187012
	Iteration 3F: 3 clusters Score -49376.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -49569.820312 Penalty: 657.187012
	Iteration 4Q: 3 clusters Score -49569.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -49789.910156 Penalty: 657.187012
	Iteration 5Q: 3 clusters Score -49789.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -49847.460938 Penalty: 657.187012
	Iteration 6Q: 3 clusters Score -49847.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -49889.292969 Penalty: 657.187012
	Iteration 7Q: 3 clusters Score -49889.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -49921.144531 Penalty: 657.187012
	Iteration 8Q: 3 clusters Score -49921.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -49944.460938 Penalty: 657.187012
	Iteration 9Q: 3 clusters Score -49944.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -49969.476562 Penalty: 657.187012
	Iteration 10Q: 3 clusters Score -49969.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -49991.632812 Penalty: 657.187012
	Iteration 11Q: 3 clusters Score -49991.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -50006.464844 Penalty: 657.187012
	Iteration 12Q: 3 clusters Score -50006.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -50020.148438 Penalty: 657.187012
	Iteration 13Q: 3 clusters Score -50020.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -50030.257812 Penalty: 657.187012
	Iteration 14Q: 3 clusters Score -50030.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -50035.226562 Penalty: 657.187012
	Iteration 15Q: 3 clusters Score -50035.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -50039.906250 Penalty: 657.187012
	Iteration 16Q: 3 clusters Score -50039.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -50045.878906 Penalty: 657.187012
	Iteration 17Q: 3 clusters Score -50045.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -50058.398438 Penalty: 657.187012
	Iteration 18Q: 3 clusters Score -50058.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -50070.921875 Penalty: 657.187012
	Iteration 19Q: 3 clusters Score -50070.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -50077.585938 Penalty: 657.187012
	Iteration 20F: 3 clusters Score -50077.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -50084.722656 Penalty: 657.187012
	Iteration 21Q: 3 clusters Score -50084.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -50091.238281 Penalty: 657.187012
	Iteration 22Q: 3 clusters Score -50091.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -50093.878906 Penalty: 657.187012
	Iteration 23Q: 3 clusters Score -50093.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -50097.406250 Penalty: 657.187012
	Iteration 24Q: 3 clusters Score -50097.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -50102.042969 Penalty: 657.187012
	Iteration 25Q: 3 clusters Score -50102.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -50112.230469 Penalty: 657.187012
	Iteration 26Q: 3 clusters Score -50112.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -50123.117188 Penalty: 657.187012
	Iteration 27Q: 3 clusters Score -50123.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -50131.441406 Penalty: 657.187012
	Iteration 28Q: 3 clusters Score -50131.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -50145.132812 Penalty: 657.187012
	Iteration 29Q: 3 clusters Score -50145.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -50158.726562 Penalty: 657.187012
	Iteration 30Q: 3 clusters Score -50158.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -50180.261719 Penalty: 657.187012
	Iteration 31Q: 3 clusters Score -50180.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -50210.628906 Penalty: 657.187012
	Iteration 32Q: 3 clusters Score -50210.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -50260.828125 Penalty: 657.187012
	Iteration 33Q: 3 clusters Score -50260.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -50284.015625 Penalty: 657.187012
	Iteration 34Q: 3 clusters Score -50284.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -50299.246094 Penalty: 657.187012
	Iteration 35Q: 3 clusters Score -50299.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -50308.410156 Penalty: 657.187012
	Iteration 36Q: 3 clusters Score -50308.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -50314.757812 Penalty: 657.187012
	Iteration 37Q: 3 clusters Score -50314.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -50315.882812 Penalty: 657.187012
	Iteration 38Q: 3 clusters Score -50315.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -50318.132812 Penalty: 657.187012
	Iteration 39Q: 3 clusters Score -50318.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -50318.910156 Penalty: 657.187012
	Iteration 40F: 3 clusters Score -50318.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 27676 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 1028 members 
Entering Unmasked Estep 
Score: -13985469.000000 Penalty: 18555.568359
Splitting cluster 14 changes total score from -13924525.000000 to -13985469.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (27676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Entering Unmasked Estep 
Score: -1633773.750000 Penalty: 465.388611
	Iteration 0F: 2 clusters Score -1633774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1615187.500000 Penalty: 930.777222
	Iteration 0F: 3 clusters Score -1615188 nChanged 13281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1622765.375000 Penalty: 930.777222
	Iteration 1F: 3 clusters Score -1622765 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1623481.500000 Penalty: 930.777222
	Iteration 2F: 3 clusters Score -1623482 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1624535.875000 Penalty: 930.777222
	Iteration 3F: 3 clusters Score -1624536 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1626168.625000 Penalty: 930.777222
	Iteration 4F: 3 clusters Score -1626169 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1627933.375000 Penalty: 930.777222
	Iteration 5F: 3 clusters Score -1627933 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1629393.000000 Penalty: 930.777222
	Iteration 6F: 3 clusters Score -1629393 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1630378.000000 Penalty: 930.777222
	Iteration 7F: 3 clusters Score -1630378 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1631083.000000 Penalty: 930.777222
	Iteration 8F: 3 clusters Score -1631083 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1631656.750000 Penalty: 930.777222
	Iteration 9Q: 3 clusters Score -1631657 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1632205.500000 Penalty: 930.777222
	Iteration 10Q: 3 clusters Score -1632206 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1632702.000000 Penalty: 930.777222
	Iteration 11Q: 3 clusters Score -1632702 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1633190.125000 Penalty: 930.777222
	Iteration 12Q: 3 clusters Score -1633190 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1633724.375000 Penalty: 930.777222
	Iteration 13Q: 3 clusters Score -1633724 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1634240.750000 Penalty: 930.777222
	Iteration 14Q: 3 clusters Score -1634241 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1634656.000000 Penalty: 930.777222
	Iteration 15Q: 3 clusters Score -1634656 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1634950.125000 Penalty: 930.777222
	Iteration 16Q: 3 clusters Score -1634950 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1635185.750000 Penalty: 930.777222
	Iteration 17Q: 3 clusters Score -1635186 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1635325.500000 Penalty: 930.777222
	Iteration 18Q: 3 clusters Score -1635326 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1635438.625000 Penalty: 930.777222
	Iteration 19Q: 3 clusters Score -1635439 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1635526.875000 Penalty: 930.777222
	Iteration 20F: 3 clusters Score -1635527 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1635575.500000 Penalty: 930.777222
	Iteration 21Q: 3 clusters Score -1635576 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1635606.000000 Penalty: 930.777222
	Iteration 22Q: 3 clusters Score -1635606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1635620.375000 Penalty: 930.777222
	Iteration 23Q: 3 clusters Score -1635620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1635625.875000 Penalty: 930.777222
	Iteration 24Q: 3 clusters Score -1635626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1635628.000000 Penalty: 930.777222
	Iteration 25Q: 3 clusters Score -1635628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1635630.625000 Penalty: 930.777222
	Iteration 26Q: 3 clusters Score -1635631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1635630.500000 Penalty: 930.777222
	Iteration 27Q: 3 clusters Score -1635630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1635632.000000 Penalty: 930.777222
	Iteration 28Q: 3 clusters Score -1635632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1635636.875000 Penalty: 930.777222
	Iteration 29Q: 3 clusters Score -1635637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1635639.000000 Penalty: 930.777222
	Iteration 30Q: 3 clusters Score -1635639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1635638.250000 Penalty: 930.777222
	Iteration 31Q: 3 clusters Score -1635638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1635638.250000 Penalty: 930.777222
	Iteration 32F: 3 clusters Score -1635638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1668 members 
Entering Unmasked Estep 
Score: -13987210.000000 Penalty: 19117.857422
Splitting cluster 15 changes total score from -13924525.000000 to -13987210.000000
So it's getting split into cluster 34.
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: -77664.531250 Penalty: 334.448486
	Iteration 0F: 2 clusters Score -77664.53 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 799 members 
Entering Unmasked Estep 
Score: -76599.523438 Penalty: 668.896973
	Iteration 0F: 3 clusters Score -76599.52 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -77972.031250 Penalty: 668.896973
	Iteration 1F: 3 clusters Score -77972.03 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -78520.367188 Penalty: 668.896973
	Iteration 2F: 3 clusters Score -78520.37 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -78676.046875 Penalty: 668.896973
	Iteration 3F: 3 clusters Score -78676.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -78754.007812 Penalty: 668.896973
	Iteration 4Q: 3 clusters Score -78754.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -78781.867188 Penalty: 668.896973
	Iteration 5Q: 3 clusters Score -78781.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -78797.125000 Penalty: 668.896973
	Iteration 6Q: 3 clusters Score -78797.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -78804.343750 Penalty: 668.896973
	Iteration 7Q: 3 clusters Score -78804.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -78808.515625 Penalty: 668.896973
	Iteration 8Q: 3 clusters Score -78808.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -78810.554688 Penalty: 668.896973
	Iteration 9Q: 3 clusters Score -78810.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -78811.984375 Penalty: 668.896973
	Iteration 10Q: 3 clusters Score -78811.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -78813.546875 Penalty: 668.896973
	Iteration 11Q: 3 clusters Score -78813.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -78814.460938 Penalty: 668.896973
	Iteration 12Q: 3 clusters Score -78814.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -78814.828125 Penalty: 668.896973
	Iteration 13Q: 3 clusters Score -78814.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -78815.398438 Penalty: 668.896973
	Iteration 14Q: 3 clusters Score -78815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -78816.898438 Penalty: 668.896973
	Iteration 15Q: 3 clusters Score -78816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -78819.539062 Penalty: 668.896973
	Iteration 16Q: 3 clusters Score -78819.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -78821.515625 Penalty: 668.896973
	Iteration 17Q: 3 clusters Score -78821.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -78823.695312 Penalty: 668.896973
	Iteration 18Q: 3 clusters Score -78823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -78825.718750 Penalty: 668.896973
	Iteration 19Q: 3 clusters Score -78825.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -78826.109375 Penalty: 668.896973
	Iteration 20F: 3 clusters Score -78826.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1668 members 
Mstep: Class 35 contains 955 members 
Entering Unmasked Estep 
Score: -13988138.000000 Penalty: 19680.148438
Splitting cluster 16 changes total score from -13924525.000000 to -13988138.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -91496.414062 Penalty: 338.793060
	Iteration 0F: 2 clusters Score -91496.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -90275.023438 Penalty: 677.586121
	Iteration 0F: 3 clusters Score -90275.02 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -90710.781250 Penalty: 677.586121
	Iteration 1F: 3 clusters Score -90710.78 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -90798.640625 Penalty: 677.586121
	Iteration 2F: 3 clusters Score -90798.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -90870.882812 Penalty: 677.586121
	Iteration 3F: 3 clusters Score -90870.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -90914.570312 Penalty: 677.586121
	Iteration 4Q: 3 clusters Score -90914.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -90953.523438 Penalty: 677.586121
	Iteration 5Q: 3 clusters Score -90953.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -90985.968750 Penalty: 677.586121
	Iteration 6Q: 3 clusters Score -90985.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -91007.195312 Penalty: 677.586121
	Iteration 7Q: 3 clusters Score -91007.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -91027.703125 Penalty: 677.586121
	Iteration 8Q: 3 clusters Score -91027.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -91043.218750 Penalty: 677.586121
	Iteration 9Q: 3 clusters Score -91043.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -91053.890625 Penalty: 677.586121
	Iteration 10Q: 3 clusters Score -91053.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -91061.921875 Penalty: 677.586121
	Iteration 11Q: 3 clusters Score -91061.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -91074.585938 Penalty: 677.586121
	Iteration 12Q: 3 clusters Score -91074.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -91095.062500 Penalty: 677.586121
	Iteration 13Q: 3 clusters Score -91095.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -91108.765625 Penalty: 677.586121
	Iteration 14Q: 3 clusters Score -91108.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -91121.453125 Penalty: 677.586121
	Iteration 15Q: 3 clusters Score -91121.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -91133.382812 Penalty: 677.586121
	Iteration 16Q: 3 clusters Score -91133.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -91140.039062 Penalty: 677.586121
	Iteration 17Q: 3 clusters Score -91140.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -91147.632812 Penalty: 677.586121
	Iteration 18Q: 3 clusters Score -91147.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -91152.007812 Penalty: 677.586121
	Iteration 19Q: 3 clusters Score -91152.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -91156.015625 Penalty: 677.586121
	Iteration 20F: 3 clusters Score -91156.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -91160.390625 Penalty: 677.586121
	Iteration 21Q: 3 clusters Score -91160.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -91167.109375 Penalty: 677.586121
	Iteration 22Q: 3 clusters Score -91167.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -91173.437500 Penalty: 677.586121
	Iteration 23Q: 3 clusters Score -91173.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -91180.921875 Penalty: 677.586121
	Iteration 24Q: 3 clusters Score -91180.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -91184.781250 Penalty: 677.586121
	Iteration 25Q: 3 clusters Score -91184.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -91190.156250 Penalty: 677.586121
	Iteration 26Q: 3 clusters Score -91190.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -91194.585938 Penalty: 677.586121
	Iteration 27Q: 3 clusters Score -91194.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -91195.992188 Penalty: 677.586121
	Iteration 28Q: 3 clusters Score -91195.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -91196.656250 Penalty: 677.586121
	Iteration 29Q: 3 clusters Score -91196.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -91197.140625 Penalty: 677.586121
	Iteration 30Q: 3 clusters Score -91197.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -91198.007812 Penalty: 677.586121
	Iteration 31Q: 3 clusters Score -91198.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -91198.578125 Penalty: 677.586121
	Iteration 32Q: 3 clusters Score -91198.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -91199.289062 Penalty: 677.586121
	Iteration 33Q: 3 clusters Score -91199.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -91200.031250 Penalty: 677.586121
	Iteration 34Q: 3 clusters Score -91200.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -91200.359375 Penalty: 677.586121
	Iteration 35Q: 3 clusters Score -91200.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -91200.484375 Penalty: 677.586121
	Iteration 36Q: 3 clusters Score -91200.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -91200.484375 Penalty: 677.586121
	Iteration 37F: 3 clusters Score -91200.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -55561.988281 Penalty: 309.255463
	Iteration 0F: 2 clusters Score -55561.99 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 444 members 
Entering Unmasked Estep 
Score: -54879.429688 Penalty: 618.510925
	Iteration 0F: 3 clusters Score -54879.43 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55293.691406 Penalty: 618.510925
	Iteration 1F: 3 clusters Score -55293.69 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55484.675781 Penalty: 618.510925
	Iteration 2F: 3 clusters Score -55484.68 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -55805.949219 Penalty: 618.510925
	Iteration 3F: 3 clusters Score -55805.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -56037.761719 Penalty: 618.510925
	Iteration 4F: 3 clusters Score -56037.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -56145.125000 Penalty: 618.510925
	Iteration 5F: 3 clusters Score -56145.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56209.226562 Penalty: 618.510925
	Iteration 6Q: 3 clusters Score -56209.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56236.890625 Penalty: 618.510925
	Iteration 7Q: 3 clusters Score -56236.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56240.214844 Penalty: 618.510925
	Iteration 8Q: 3 clusters Score -56240.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56240.992188 Penalty: 618.510925
	Iteration 9Q: 3 clusters Score -56240.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56242.226562 Penalty: 618.510925
	Iteration 10Q: 3 clusters Score -56242.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56245.167969 Penalty: 618.510925
	Iteration 11Q: 3 clusters Score -56245.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56247.105469 Penalty: 618.510925
	Iteration 12Q: 3 clusters Score -56247.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56247.242188 Penalty: 618.510925
	Iteration 13Q: 3 clusters Score -56247.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56247.242188 Penalty: 618.510925
	Iteration 14F: 3 clusters Score -56247.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1668 members 
Mstep: Class 35 contains 955 members 
Mstep: Class 36 contains 372 members 
Entering Unmasked Estep 
Score: -13988558.000000 Penalty: 20242.437500
Splitting cluster 18 changes total score from -13924525.000000 to -13988558.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -130885.335938 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -130885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -129416.390625 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -129416.4 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -131734.906250 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -131734.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -133021.921875 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -133021.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -134075.609375 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -134075.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -135007.781250 Penalty: 704.598083
	Iteration 4F: 3 clusters Score -135007.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -135548.093750 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -135548.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -135930.484375 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -135930.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -136106.156250 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -136106.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -136192.890625 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -136192.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -136237.390625 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -136237.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -136276.937500 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -136276.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -136298.390625 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -136298.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -136308.640625 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -136308.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -136314.406250 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -136314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -136318.703125 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -136318.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -136320.250000 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -136320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -136320.718750 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -136320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -136320.703125 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -136320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -136321.031250 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -136321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -136321.250000 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -136321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -136322.453125 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -136322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -136327.531250 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -136327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -136327.921875 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -136327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -136328.453125 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -136328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -136328.546875 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -136328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -136328.546875 Penalty: 704.598083
	Iteration 25F: 3 clusters Score -136328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1668 members 
Mstep: Class 35 contains 955 members 
Mstep: Class 36 contains 372 members 
Mstep: Class 37 contains 1084 members 
Entering Unmasked Estep 
Score: -13993760.000000 Penalty: 20804.728516
Splitting cluster 19 changes total score from -13924525.000000 to -13993760.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (6328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Entering Unmasked Estep 
Score: -370003.500000 Penalty: 398.249664
	Iteration 0F: 2 clusters Score -370003.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -365970.187500 Penalty: 796.499329
	Iteration 0F: 3 clusters Score -365970.2 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -371629.062500 Penalty: 796.499329
	Iteration 1F: 3 clusters Score -371629.1 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -374132.593750 Penalty: 796.499329
	Iteration 2F: 3 clusters Score -374132.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -376016.750000 Penalty: 796.499329
	Iteration 3F: 3 clusters Score -376016.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -376833.156250 Penalty: 796.499329
	Iteration 4F: 3 clusters Score -376833.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -377699.906250 Penalty: 796.499329
	Iteration 5Q: 3 clusters Score -377699.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -378439.750000 Penalty: 796.499329
	Iteration 6Q: 3 clusters Score -378439.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -378998.781250 Penalty: 796.499329
	Iteration 7Q: 3 clusters Score -378998.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -379665.437500 Penalty: 796.499329
	Iteration 8Q: 3 clusters Score -379665.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -380599.656250 Penalty: 796.499329
	Iteration 9Q: 3 clusters Score -380599.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -381190.437500 Penalty: 796.499329
	Iteration 10Q: 3 clusters Score -381190.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -381264.625000 Penalty: 796.499329
	Iteration 11Q: 3 clusters Score -381264.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -381292.375000 Penalty: 796.499329
	Iteration 12Q: 3 clusters Score -381292.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -381319.187500 Penalty: 796.499329
	Iteration 13Q: 3 clusters Score -381319.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -381339.625000 Penalty: 796.499329
	Iteration 14Q: 3 clusters Score -381339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -381344.187500 Penalty: 796.499329
	Iteration 15Q: 3 clusters Score -381344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -381347.625000 Penalty: 796.499329
	Iteration 16Q: 3 clusters Score -381347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -381347.781250 Penalty: 796.499329
	Iteration 17Q: 3 clusters Score -381347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -381346.906250 Penalty: 796.499329
	Iteration 18Q: 3 clusters Score -381346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -381361.187500 Penalty: 796.499329
	Iteration 19Q: 3 clusters Score -381361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -381401.906250 Penalty: 796.499329
	Iteration 20F: 3 clusters Score -381401.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -381481.656250 Penalty: 796.499329
	Iteration 21Q: 3 clusters Score -381481.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -381632.187500 Penalty: 796.499329
	Iteration 22Q: 3 clusters Score -381632.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -381826.125000 Penalty: 796.499329
	Iteration 23Q: 3 clusters Score -381826.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -382071.343750 Penalty: 796.499329
	Iteration 24Q: 3 clusters Score -382071.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -382416.937500 Penalty: 796.499329
	Iteration 25Q: 3 clusters Score -382416.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -382770.718750 Penalty: 796.499329
	Iteration 26Q: 3 clusters Score -382770.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -383257.343750 Penalty: 796.499329
	Iteration 27Q: 3 clusters Score -383257.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -383703.781250 Penalty: 796.499329
	Iteration 28Q: 3 clusters Score -383703.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -384085.625000 Penalty: 796.499329
	Iteration 29Q: 3 clusters Score -384085.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -384442.906250 Penalty: 796.499329
	Iteration 30Q: 3 clusters Score -384442.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -384738.906250 Penalty: 796.499329
	Iteration 31Q: 3 clusters Score -384738.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -385132.281250 Penalty: 796.499329
	Iteration 32Q: 3 clusters Score -385132.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -385583.406250 Penalty: 796.499329
	Iteration 33Q: 3 clusters Score -385583.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -386026.000000 Penalty: 796.499329
	Iteration 34Q: 3 clusters Score -386026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -386165.562500 Penalty: 796.499329
	Iteration 35Q: 3 clusters Score -386165.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -386301.156250 Penalty: 796.499329
	Iteration 36Q: 3 clusters Score -386301.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -386375.906250 Penalty: 796.499329
	Iteration 37Q: 3 clusters Score -386375.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -386515.093750 Penalty: 796.499329
	Iteration 38Q: 3 clusters Score -386515.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -386613.031250 Penalty: 796.499329
	Iteration 39Q: 3 clusters Score -386613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -386986.406250 Penalty: 796.499329
	Iteration 40F: 3 clusters Score -386986.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -387665.312500 Penalty: 796.499329
	Iteration 41Q: 3 clusters Score -387665.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -388153.093750 Penalty: 796.499329
	Iteration 42Q: 3 clusters Score -388153.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -388366.125000 Penalty: 796.499329
	Iteration 43Q: 3 clusters Score -388366.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -388466.468750 Penalty: 796.499329
	Iteration 44Q: 3 clusters Score -388466.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -388520.593750 Penalty: 796.499329
	Iteration 45Q: 3 clusters Score -388520.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -388569.843750 Penalty: 796.499329
	Iteration 46Q: 3 clusters Score -388569.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -388598.812500 Penalty: 796.499329
	Iteration 47Q: 3 clusters Score -388598.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -388615.750000 Penalty: 796.499329
	Iteration 48Q: 3 clusters Score -388615.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -388627.281250 Penalty: 796.499329
	Iteration 49Q: 3 clusters Score -388627.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -388633.781250 Penalty: 796.499329
	Iteration 50Q: 3 clusters Score -388633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -388645.593750 Penalty: 796.499329
	Iteration 51Q: 3 clusters Score -388645.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -388647.250000 Penalty: 796.499329
	Iteration 52Q: 3 clusters Score -388647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -388648.687500 Penalty: 796.499329
	Iteration 53Q: 3 clusters Score -388648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -388647.843750 Penalty: 796.499329
	Iteration 54Q: 3 clusters Score -388647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -388648.312500 Penalty: 796.499329
	Iteration 55Q: 3 clusters Score -388648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -388649.093750 Penalty: 796.499329
	Iteration 56Q: 3 clusters Score -388649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -388649.437500 Penalty: 796.499329
	Iteration 57Q: 3 clusters Score -388649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -388648.468750 Penalty: 796.499329
	Iteration 58Q: 3 clusters Score -388648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -388649.062500 Penalty: 796.499329
	Iteration 59Q: 3 clusters Score -388649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -388664.218750 Penalty: 796.499329
	Iteration 60F: 3 clusters Score -388664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -388676.062500 Penalty: 796.499329
	Iteration 61Q: 3 clusters Score -388676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -388678.093750 Penalty: 796.499329
	Iteration 62Q: 3 clusters Score -388678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -388678.625000 Penalty: 796.499329
	Iteration 63Q: 3 clusters Score -388678.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -388679.281250 Penalty: 796.499329
	Iteration 64Q: 3 clusters Score -388679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -388680.687500 Penalty: 796.499329
	Iteration 65Q: 3 clusters Score -388680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -388679.656250 Penalty: 796.499329
	Iteration 66Q: 3 clusters Score -388679.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -388679.656250 Penalty: 796.499329
	Iteration 67F: 3 clusters Score -388679.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1668 members 
Mstep: Class 35 contains 955 members 
Mstep: Class 36 contains 372 members 
Mstep: Class 37 contains 1084 members 
Mstep: Class 38 contains 3423 members 
Entering Unmasked Estep 
Score: -14012187.000000 Penalty: 21367.017578
Splitting cluster 20 changes total score from -13924525.000000 to -14012187.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (10709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Entering Unmasked Estep 
Score: -604469.125000 Penalty: 422.187225
	Iteration 0F: 2 clusters Score -604469.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -597417.750000 Penalty: 844.374451
	Iteration 0F: 3 clusters Score -597417.8 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -601279.500000 Penalty: 844.374451
	Iteration 1F: 3 clusters Score -601279.5 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -602320.375000 Penalty: 844.374451
	Iteration 2F: 3 clusters Score -602320.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -603264.500000 Penalty: 844.374451
	Iteration 3F: 3 clusters Score -603264.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -603809.875000 Penalty: 844.374451
	Iteration 4F: 3 clusters Score -603809.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -604148.562500 Penalty: 844.374451
	Iteration 5Q: 3 clusters Score -604148.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -604368.000000 Penalty: 844.374451
	Iteration 6Q: 3 clusters Score -604368 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -604506.000000 Penalty: 844.374451
	Iteration 7Q: 3 clusters Score -604506 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -604608.875000 Penalty: 844.374451
	Iteration 8Q: 3 clusters Score -604608.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -604701.625000 Penalty: 844.374451
	Iteration 9Q: 3 clusters Score -604701.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -604788.937500 Penalty: 844.374451
	Iteration 10Q: 3 clusters Score -604788.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -604876.875000 Penalty: 844.374451
	Iteration 11Q: 3 clusters Score -604876.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -604976.625000 Penalty: 844.374451
	Iteration 12Q: 3 clusters Score -604976.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -605054.875000 Penalty: 844.374451
	Iteration 13Q: 3 clusters Score -605054.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -605128.250000 Penalty: 844.374451
	Iteration 14Q: 3 clusters Score -605128.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -605194.937500 Penalty: 844.374451
	Iteration 15Q: 3 clusters Score -605194.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -605263.500000 Penalty: 844.374451
	Iteration 16Q: 3 clusters Score -605263.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -605318.562500 Penalty: 844.374451
	Iteration 17Q: 3 clusters Score -605318.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -605359.625000 Penalty: 844.374451
	Iteration 18Q: 3 clusters Score -605359.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -605390.875000 Penalty: 844.374451
	Iteration 19Q: 3 clusters Score -605390.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -605417.187500 Penalty: 844.374451
	Iteration 20F: 3 clusters Score -605417.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -605440.000000 Penalty: 844.374451
	Iteration 21Q: 3 clusters Score -605440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -605464.687500 Penalty: 844.374451
	Iteration 22Q: 3 clusters Score -605464.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -605490.500000 Penalty: 844.374451
	Iteration 23Q: 3 clusters Score -605490.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -605513.875000 Penalty: 844.374451
	Iteration 24Q: 3 clusters Score -605513.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -605531.687500 Penalty: 844.374451
	Iteration 25Q: 3 clusters Score -605531.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -605541.937500 Penalty: 844.374451
	Iteration 26Q: 3 clusters Score -605541.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -605553.187500 Penalty: 844.374451
	Iteration 27Q: 3 clusters Score -605553.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -605561.437500 Penalty: 844.374451
	Iteration 28Q: 3 clusters Score -605561.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -605569.000000 Penalty: 844.374451
	Iteration 29Q: 3 clusters Score -605569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -605576.250000 Penalty: 844.374451
	Iteration 30Q: 3 clusters Score -605576.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -605593.437500 Penalty: 844.374451
	Iteration 31Q: 3 clusters Score -605593.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -605612.500000 Penalty: 844.374451
	Iteration 32Q: 3 clusters Score -605612.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -605650.687500 Penalty: 844.374451
	Iteration 33Q: 3 clusters Score -605650.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -605694.375000 Penalty: 844.374451
	Iteration 34Q: 3 clusters Score -605694.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -605745.187500 Penalty: 844.374451
	Iteration 35Q: 3 clusters Score -605745.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -605786.375000 Penalty: 844.374451
	Iteration 36Q: 3 clusters Score -605786.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -605800.000000 Penalty: 844.374451
	Iteration 37Q: 3 clusters Score -605800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -605806.375000 Penalty: 844.374451
	Iteration 38Q: 3 clusters Score -605806.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -605812.062500 Penalty: 844.374451
	Iteration 39Q: 3 clusters Score -605812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -605814.500000 Penalty: 844.374451
	Iteration 40F: 3 clusters Score -605814.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -605815.562500 Penalty: 844.374451
	Iteration 41Q: 3 clusters Score -605815.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -605815.687500 Penalty: 844.374451
	Iteration 42Q: 3 clusters Score -605815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -605816.187500 Penalty: 844.374451
	Iteration 43Q: 3 clusters Score -605816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -605815.937500 Penalty: 844.374451
	Iteration 44Q: 3 clusters Score -605815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -605816.375000 Penalty: 844.374451
	Iteration 45Q: 3 clusters Score -605816.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -605816.375000 Penalty: 844.374451
	Iteration 46F: 3 clusters Score -605816.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 8733 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1158 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16411 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 1028 members 
Mstep: Class 34 contains 1668 members 
Mstep: Class 35 contains 955 members 
Mstep: Class 36 contains 372 members 
Mstep: Class 37 contains 1084 members 
Mstep: Class 38 contains 3423 members 
Mstep: Class 39 contains 1976 members 
Entering Unmasked Estep 
Score: -14013395.000000 Penalty: 21929.308594
Splitting cluster 21 changes total score from -13924525.000000 to -14013395.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1355 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 122463 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 8733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14018858.000000 Penalty: 21929.308594
Iteration 39Q: 40 clusters Score -1.401886e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1351 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 819 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 874 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 338 members 
Mstep: Class 12 contains 122542 members 
Mstep: Class 13 contains 798 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 25653 members 
Mstep: Class 16 contains 570 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 1222 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 8881 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 739 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16558 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 16374 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 959 members 
Mstep: Class 34 contains 1691 members 
Mstep: Class 35 contains 849 members 
Mstep: Class 36 contains 372 members 
Mstep: Class 37 contains 1079 members 
Mstep: Class 38 contains 3342 members 
Mstep: Class 39 contains 2021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14026153.000000 Penalty: 21929.308594
Iteration 40F: 40 clusters Score -1.402615e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 1321 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 812 members 
Mstep: Class 4 contains 104 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 12 contains 121971 members 
Mstep: Class 13 contains 812 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 25341 members 
Mstep: Class 16 contains 528 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 527 members 
Mstep: Class 19 contains 1218 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 1304 members 
Mstep: Class 23 contains 740 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 851 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16644 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 1140 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 16495 members 
Mstep: Class 32 contains 1695 members 
Mstep: Class 33 contains 940 members 
Mstep: Class 34 contains 1731 members 
Mstep: Class 35 contains 874 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 1085 members 
Mstep: Class 38 contains 3496 members 
Mstep: Class 39 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14028854.000000 Penalty: 21929.308594
Iteration 41Q: 40 clusters Score -1.402885e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1307 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 809 members 
Mstep: Class 4 contains 105 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 440 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 12 contains 121705 members 
Mstep: Class 13 contains 820 members 
Mstep: Class 14 contains 428 members 
Mstep: Class 15 contains 25158 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 524 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 8648 members 
Mstep: Class 22 contains 1338 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 138 members 
Mstep: Class 25 contains 858 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 16839 members 
Mstep: Class 28 contains 2466 members 
Mstep: Class 29 contains 1137 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 16781 members 
Mstep: Class 32 contains 1771 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 1084 members 
Mstep: Class 38 contains 3437 members 
Mstep: Class 39 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14029976.000000 Penalty: 21929.308594
Iteration 42Q: 40 clusters Score -1.402998e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 1304 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4732 members 
Mstep: Class 3 contains 807 members 
Mstep: Class 4 contains 105 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 121516 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 25005 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1226 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 8641 members 
Mstep: Class 22 contains 1362 members 
Mstep: Class 23 contains 731 members 
Mstep: Class 24 contains 137 members 
Mstep: Class 25 contains 865 members 
Mstep: Class 26 contains 1016 members 
Mstep: Class 27 contains 17024 members 
Mstep: Class 28 contains 2533 members 
Mstep: Class 29 contains 1140 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 17050 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 915 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 919 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 1080 members 
Mstep: Class 38 contains 3438 members 
Mstep: Class 39 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14030674.000000 Penalty: 21929.308594
Iteration 43Q: 40 clusters Score -1.403067e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4733 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 713 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 930 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 373 members 
Mstep: Class 12 contains 121346 members 
Mstep: Class 13 contains 825 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 24882 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 1247 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 8694 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 727 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 870 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 17156 members 
Mstep: Class 28 contains 2568 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 17316 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 904 members 
Mstep: Class 34 contains 1796 members 
Mstep: Class 35 contains 929 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3436 members 
Mstep: Class 39 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14031051.000000 Penalty: 21929.308594
Iteration 44Q: 40 clusters Score -1.403105e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4733 members 
Mstep: Class 3 contains 808 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 435 members 
Mstep: Class 8 contains 3785 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 121221 members 
Mstep: Class 13 contains 827 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 24765 members 
Mstep: Class 16 contains 361 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 8762 members 
Mstep: Class 22 contains 1401 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 17224 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 17539 members 
Mstep: Class 32 contains 1829 members 
Mstep: Class 33 contains 900 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 920 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3436 members 
Mstep: Class 39 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14031231.000000 Penalty: 21929.308594
Iteration 45Q: 40 clusters Score -1.403123e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4733 members 
Mstep: Class 3 contains 813 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 434 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 947 members 
Mstep: Class 10 contains 741 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 121099 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 24662 members 
Mstep: Class 16 contains 339 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 8811 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 135 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 17258 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 17747 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 1828 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3435 members 
Mstep: Class 39 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14031539.000000 Penalty: 21929.308594
Iteration 46Q: 40 clusters Score -1.403154e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 818 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 955 members 
Mstep: Class 10 contains 741 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120990 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 24571 members 
Mstep: Class 16 contains 323 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 8844 members 
Mstep: Class 22 contains 1423 members 
Mstep: Class 23 contains 703 members 
Mstep: Class 24 contains 134 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17281 members 
Mstep: Class 28 contains 2634 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 17933 members 
Mstep: Class 32 contains 1832 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 1844 members 
Mstep: Class 35 contains 907 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3435 members 
Mstep: Class 39 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14031691.000000 Penalty: 21929.308594
Iteration 47Q: 40 clusters Score -1.403169e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120885 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 24490 members 
Mstep: Class 16 contains 314 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 8880 members 
Mstep: Class 22 contains 1429 members 
Mstep: Class 23 contains 694 members 
Mstep: Class 24 contains 134 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17292 members 
Mstep: Class 28 contains 2643 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 18106 members 
Mstep: Class 32 contains 1833 members 
Mstep: Class 33 contains 900 members 
Mstep: Class 34 contains 1851 members 
Mstep: Class 35 contains 899 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3437 members 
Mstep: Class 39 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14031732.000000 Penalty: 21929.308594
Iteration 48Q: 40 clusters Score -1.403173e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 832 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 958 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120783 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 447 members 
Mstep: Class 15 contains 24413 members 
Mstep: Class 16 contains 314 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 8909 members 
Mstep: Class 22 contains 1431 members 
Mstep: Class 23 contains 687 members 
Mstep: Class 24 contains 134 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17299 members 
Mstep: Class 28 contains 2653 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 18276 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 895 members 
Mstep: Class 34 contains 1857 members 
Mstep: Class 35 contains 895 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3437 members 
Mstep: Class 39 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14031849.000000 Penalty: 21929.308594
Iteration 49Q: 40 clusters Score -1.403185e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4735 members 
Mstep: Class 3 contains 843 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120661 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 24340 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2699 members 
Mstep: Class 21 contains 8933 members 
Mstep: Class 22 contains 1432 members 
Mstep: Class 23 contains 676 members 
Mstep: Class 24 contains 134 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17303 members 
Mstep: Class 28 contains 2659 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 18456 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 897 members 
Mstep: Class 34 contains 1867 members 
Mstep: Class 35 contains 893 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032023.000000 Penalty: 21929.308594
Iteration 50Q: 40 clusters Score -1.403202e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 851 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 3705 members 
Mstep: Class 9 contains 955 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120556 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 24278 members 
Mstep: Class 16 contains 313 members 
Mstep: Class 17 contains 841 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 8956 members 
Mstep: Class 22 contains 1433 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 134 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17306 members 
Mstep: Class 28 contains 2668 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 18618 members 
Mstep: Class 32 contains 1835 members 
Mstep: Class 33 contains 902 members 
Mstep: Class 34 contains 1872 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3438 members 
Mstep: Class 39 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032202.000000 Penalty: 21929.308594
Iteration 51Q: 40 clusters Score -1.40322e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 860 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 722 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 3703 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120457 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 24220 members 
Mstep: Class 16 contains 313 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 8972 members 
Mstep: Class 22 contains 1435 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 134 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17308 members 
Mstep: Class 28 contains 2675 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 18766 members 
Mstep: Class 32 contains 1835 members 
Mstep: Class 33 contains 909 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3435 members 
Mstep: Class 39 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032303.000000 Penalty: 21929.308594
Iteration 52Q: 40 clusters Score -1.40323e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120383 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 24165 members 
Mstep: Class 16 contains 315 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 1440 members 
Mstep: Class 23 contains 651 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17309 members 
Mstep: Class 28 contains 2677 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 18887 members 
Mstep: Class 32 contains 1835 members 
Mstep: Class 33 contains 914 members 
Mstep: Class 34 contains 1881 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032403.000000 Penalty: 21929.308594
Iteration 53Q: 40 clusters Score -1.40324e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120314 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 24116 members 
Mstep: Class 16 contains 319 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 9013 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 646 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17309 members 
Mstep: Class 28 contains 2681 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 18996 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 917 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3423 members 
Mstep: Class 39 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032581.000000 Penalty: 21929.308594
Iteration 54Q: 40 clusters Score -1.403258e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 873 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120234 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 24076 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 9030 members 
Mstep: Class 22 contains 1443 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17309 members 
Mstep: Class 28 contains 2684 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 19107 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 917 members 
Mstep: Class 34 contains 1895 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3417 members 
Mstep: Class 39 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032707.000000 Penalty: 21929.308594
Iteration 55Q: 40 clusters Score -1.403271e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3703 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120154 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 9034 members 
Mstep: Class 22 contains 1444 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17309 members 
Mstep: Class 28 contains 2689 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 19208 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 923 members 
Mstep: Class 34 contains 1896 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 3407 members 
Mstep: Class 39 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032891.000000 Penalty: 21929.308594
Iteration 56Q: 40 clusters Score -1.403289e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 877 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 723 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120085 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 559 members 
Mstep: Class 15 contains 24023 members 
Mstep: Class 16 contains 338 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1230 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 1447 members 
Mstep: Class 23 contains 640 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17310 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 19303 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 926 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1080 members 
Mstep: Class 38 contains 3400 members 
Mstep: Class 39 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14032988.000000 Penalty: 21929.308594
Iteration 57Q: 40 clusters Score -1.403299e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 120018 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 23996 members 
Mstep: Class 16 contains 341 members 
Mstep: Class 17 contains 736 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1232 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 638 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17310 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 19394 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 930 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1079 members 
Mstep: Class 38 contains 3392 members 
Mstep: Class 39 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14033132.000000 Penalty: 21929.308594
Iteration 58Q: 40 clusters Score -1.403313e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 881 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 119952 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 23973 members 
Mstep: Class 16 contains 345 members 
Mstep: Class 17 contains 732 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1233 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 9049 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 636 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17310 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 19481 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 931 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1081 members 
Mstep: Class 38 contains 3381 members 
Mstep: Class 39 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14033298.000000 Penalty: 21929.308594
Iteration 59Q: 40 clusters Score -1.40333e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 881 members 
Mstep: Class 4 contains 103 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 119891 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 23959 members 
Mstep: Class 16 contains 353 members 
Mstep: Class 17 contains 726 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1233 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 9059 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 636 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17310 members 
Mstep: Class 28 contains 2690 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 19553 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 931 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1084 members 
Mstep: Class 38 contains 3373 members 
Mstep: Class 39 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14034316.000000 Penalty: 21929.308594
Iteration 60F: 40 clusters Score -1.403432e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 1273 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 102 members 
Mstep: Class 5 contains 725 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 959 members 
Mstep: Class 10 contains 708 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 119824 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 23941 members 
Mstep: Class 16 contains 346 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1233 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 9061 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 134 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17310 members 
Mstep: Class 28 contains 2694 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 122 members 
Mstep: Class 31 contains 19609 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 914 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1084 members 
Mstep: Class 38 contains 3273 members 
Mstep: Class 39 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14035628.000000 Penalty: 21929.308594
Iteration 61Q: 40 clusters Score -1.403563e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1251 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 727 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 10 contains 681 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 119750 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 23923 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1234 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 9078 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 603 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 878 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17350 members 
Mstep: Class 28 contains 2699 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 19681 members 
Mstep: Class 32 contains 1908 members 
Mstep: Class 33 contains 921 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 881 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 1086 members 
Mstep: Class 38 contains 3218 members 
Mstep: Class 39 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14036583.000000 Penalty: 21929.308594
Iteration 62Q: 40 clusters Score -1.403658e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 729 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 956 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 119684 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 23910 members 
Mstep: Class 16 contains 297 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 20 contains 2263 members 
Mstep: Class 21 contains 9097 members 
Mstep: Class 22 contains 1476 members 
Mstep: Class 23 contains 573 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 882 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17393 members 
Mstep: Class 28 contains 2711 members 
Mstep: Class 29 contains 1139 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 19751 members 
Mstep: Class 32 contains 1934 members 
Mstep: Class 33 contains 906 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 1083 members 
Mstep: Class 38 contains 3166 members 
Mstep: Class 39 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037397.000000 Penalty: 21929.308594
Iteration 63Q: 40 clusters Score -1.40374e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 119606 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 23899 members 
Mstep: Class 16 contains 284 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 20 contains 2177 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 1477 members 
Mstep: Class 23 contains 551 members 
Mstep: Class 24 contains 136 members 
Mstep: Class 25 contains 886 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17432 members 
Mstep: Class 28 contains 2720 members 
Mstep: Class 29 contains 1139 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 19835 members 
Mstep: Class 32 contains 1954 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1082 members 
Mstep: Class 38 contains 3117 members 
Mstep: Class 39 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14037898.000000 Penalty: 21929.308594
Iteration 64Q: 40 clusters Score -1.40379e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 732 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 422 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 953 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 390 members 
Mstep: Class 12 contains 119543 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 23893 members 
Mstep: Class 16 contains 280 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 9153 members 
Mstep: Class 22 contains 1477 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17461 members 
Mstep: Class 28 contains 2724 members 
Mstep: Class 29 contains 1140 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 19907 members 
Mstep: Class 32 contains 1957 members 
Mstep: Class 33 contains 877 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1080 members 
Mstep: Class 38 contains 3090 members 
Mstep: Class 39 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038145.000000 Penalty: 21929.308594
Iteration 65Q: 40 clusters Score -1.403814e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 957 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 3785 members 
Mstep: Class 9 contains 955 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 119497 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 23878 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 20 contains 2062 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 524 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17477 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 1139 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 19968 members 
Mstep: Class 32 contains 1959 members 
Mstep: Class 33 contains 873 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 895 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1074 members 
Mstep: Class 38 contains 3057 members 
Mstep: Class 39 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038289.000000 Penalty: 21929.308594
Iteration 66Q: 40 clusters Score -1.403829e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3774 members 
Mstep: Class 9 contains 954 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 119454 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 23867 members 
Mstep: Class 16 contains 272 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1238 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 1484 members 
Mstep: Class 23 contains 522 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17490 members 
Mstep: Class 28 contains 2735 members 
Mstep: Class 29 contains 1133 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20024 members 
Mstep: Class 32 contains 1959 members 
Mstep: Class 33 contains 867 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 894 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1067 members 
Mstep: Class 38 contains 3034 members 
Mstep: Class 39 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038513.000000 Penalty: 21929.308594
Iteration 67Q: 40 clusters Score -1.403851e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119409 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1168 members 
Mstep: Class 15 contains 23854 members 
Mstep: Class 16 contains 268 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 1485 members 
Mstep: Class 23 contains 517 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 897 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17495 members 
Mstep: Class 28 contains 2737 members 
Mstep: Class 29 contains 1131 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20084 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 893 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1065 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038656.000000 Penalty: 21929.308594
Iteration 68Q: 40 clusters Score -1.403866e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 948 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 119355 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1188 members 
Mstep: Class 15 contains 23832 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1237 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 9211 members 
Mstep: Class 22 contains 1486 members 
Mstep: Class 23 contains 516 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 897 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17500 members 
Mstep: Class 28 contains 2738 members 
Mstep: Class 29 contains 1130 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20157 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1061 members 
Mstep: Class 38 contains 3006 members 
Mstep: Class 39 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038782.000000 Penalty: 21929.308594
Iteration 69Q: 40 clusters Score -1.403878e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 946 members 
Mstep: Class 10 contains 632 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 119294 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 15 contains 23815 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 9209 members 
Mstep: Class 22 contains 1487 members 
Mstep: Class 23 contains 510 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 898 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17504 members 
Mstep: Class 28 contains 2743 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20238 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 864 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 885 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1060 members 
Mstep: Class 38 contains 2996 members 
Mstep: Class 39 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038882.000000 Penalty: 21929.308594
Iteration 70Q: 40 clusters Score -1.403888e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 975 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 631 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119244 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 23793 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 9205 members 
Mstep: Class 22 contains 1489 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17506 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20311 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 864 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2990 members 
Mstep: Class 39 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038878.000000 Penalty: 21929.308594
Iteration 71Q: 40 clusters Score -1.403888e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 980 members 
Mstep: Class 4 contains 95 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119231 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 23765 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 1492 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17507 members 
Mstep: Class 28 contains 2746 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20352 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 864 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2985 members 
Mstep: Class 39 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038899.000000 Penalty: 21929.308594
Iteration 72Q: 40 clusters Score -1.40389e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119207 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1240 members 
Mstep: Class 15 contains 23747 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 768 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 1495 members 
Mstep: Class 23 contains 506 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20393 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14038996.000000 Penalty: 21929.308594
Iteration 73Q: 40 clusters Score -1.4039e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 983 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 731 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119173 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 23737 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 9194 members 
Mstep: Class 22 contains 1496 members 
Mstep: Class 23 contains 504 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2749 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20436 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 867 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 2400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14039084.000000 Penalty: 21929.308594
Iteration 74Q: 40 clusters Score -1.403908e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 732 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119144 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1262 members 
Mstep: Class 15 contains 23725 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1942 members 
Mstep: Class 21 contains 9188 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2750 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20476 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14039197.000000 Penalty: 21929.308594
Iteration 75Q: 40 clusters Score -1.40392e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1250 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 985 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 733 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119115 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 23711 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 21 contains 9182 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 498 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20521 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 872 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2980 members 
Mstep: Class 39 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14039566.000000 Penalty: 21929.308594
Iteration 76Q: 40 clusters Score -1.403957e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1251 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 733 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119090 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 23694 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 9180 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 498 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2746 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20564 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 869 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2979 members 
Mstep: Class 39 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14039695.000000 Penalty: 21929.308594
Iteration 77Q: 40 clusters Score -1.40397e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1252 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 734 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119072 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1286 members 
Mstep: Class 15 contains 23672 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 21 contains 9179 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 498 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2746 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20603 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 869 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14039718.000000 Penalty: 21929.308594
Iteration 78Q: 40 clusters Score -1.403972e+07 nChanged 69
Entering ConstructFrom: 
Score: -14039718.000000 Penalty: 21929.308594
Entering ConstructFrom: 
Trying to split cluster 1 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -37771.636719 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -37771.64 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 335 members 
Entering Unmasked Estep 
Score: -37190.875000 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -37190.88 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37429.078125 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -37429.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37487.738281 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -37487.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37549.457031 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -37549.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37615.261719 Penalty: 592.162231
	Iteration 4F: 3 clusters Score -37615.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37669.628906 Penalty: 592.162231
	Iteration 5F: 3 clusters Score -37669.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37709.093750 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -37709.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37727.230469 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -37727.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37732.160156 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -37732.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37738.359375 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -37738.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37741.878906 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -37741.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37747.148438 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -37747.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37755.832031 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -37755.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37765.324219 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -37765.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37775.535156 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -37775.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37780.972656 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -37780.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37794.378906 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -37794.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37808.460938 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -37808.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37821.746094 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -37821.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37851.453125 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -37851.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37914.796875 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -37914.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37937.003906 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -37937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37945.277344 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -37945.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37951.085938 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -37951.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37956.484375 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -37956.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37959.003906 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -37959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37959.742188 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -37959.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37959.742188 Penalty: 592.162231
	Iteration 27F: 3 clusters Score -37959.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 735 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 277 members 
Entering Unmasked Estep 
Score: -14039595.000000 Penalty: 22491.597656
Splitting cluster 1 changes total score from -14039718.000000 to -14039595.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -277504.937500 Penalty: 385.112152
	Iteration 0F: 2 clusters Score -277504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -274315.656250 Penalty: 770.224304
	Iteration 0F: 3 clusters Score -274315.7 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -275658.593750 Penalty: 770.224304
	Iteration 1F: 3 clusters Score -275658.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -276018.500000 Penalty: 770.224304
	Iteration 2F: 3 clusters Score -276018.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -276375.312500 Penalty: 770.224304
	Iteration 3F: 3 clusters Score -276375.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -276799.156250 Penalty: 770.224304
	Iteration 4F: 3 clusters Score -276799.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -277200.250000 Penalty: 770.224304
	Iteration 5F: 3 clusters Score -277200.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -277548.656250 Penalty: 770.224304
	Iteration 6F: 3 clusters Score -277548.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -277772.531250 Penalty: 770.224304
	Iteration 7Q: 3 clusters Score -277772.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -277911.625000 Penalty: 770.224304
	Iteration 8Q: 3 clusters Score -277911.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -277983.000000 Penalty: 770.224304
	Iteration 9Q: 3 clusters Score -277983 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -278012.593750 Penalty: 770.224304
	Iteration 10Q: 3 clusters Score -278012.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -278018.593750 Penalty: 770.224304
	Iteration 11Q: 3 clusters Score -278018.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -278022.625000 Penalty: 770.224304
	Iteration 12Q: 3 clusters Score -278022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -278022.562500 Penalty: 770.224304
	Iteration 13Q: 3 clusters Score -278022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -278023.656250 Penalty: 770.224304
	Iteration 14Q: 3 clusters Score -278023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -278023.718750 Penalty: 770.224304
	Iteration 15Q: 3 clusters Score -278023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -278023.843750 Penalty: 770.224304
	Iteration 16Q: 3 clusters Score -278023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -278023.468750 Penalty: 770.224304
	Iteration 17Q: 3 clusters Score -278023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -278023.468750 Penalty: 770.224304
	Iteration 18F: 3 clusters Score -278023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 735 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Entering Unmasked Estep 
Score: -14040050.000000 Penalty: 22491.597656
Splitting cluster 2 changes total score from -14039718.000000 to -14040050.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 3 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -42651.742188 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -42651.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -42030.179688 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -42030.18 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44547.453125 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -44547.45 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -44889.757812 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -44889.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -45057.394531 Penalty: 627.691162
	Iteration 3Q: 3 clusters Score -45057.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -45125.593750 Penalty: 627.691162
	Iteration 4Q: 3 clusters Score -45125.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -45148.332031 Penalty: 627.691162
	Iteration 5Q: 3 clusters Score -45148.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -45160.769531 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -45160.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -45166.964844 Penalty: 627.691162
	Iteration 7Q: 3 clusters Score -45166.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -45180.523438 Penalty: 627.691162
	Iteration 8Q: 3 clusters Score -45180.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -45193.417969 Penalty: 627.691162
	Iteration 9Q: 3 clusters Score -45193.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -45199.882812 Penalty: 627.691162
	Iteration 10Q: 3 clusters Score -45199.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -45205.691406 Penalty: 627.691162
	Iteration 11Q: 3 clusters Score -45205.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -45281.390625 Penalty: 627.691162
	Iteration 12Q: 3 clusters Score -45281.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -45281.390625 Penalty: 627.691162
	Iteration 13F: 3 clusters Score -45281.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 735 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Entering Unmasked Estep 
Score: -14042435.000000 Penalty: 23053.888672
Splitting cluster 3 changes total score from -14039718.000000 to -14042435.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 4 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -3998.776123 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -3998.776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3835.212158 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -3835.212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3915.849609 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -3915.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3929.324707 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -3929.325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3934.010254 Penalty: 415.355682
	Iteration 3Q: 3 clusters Score -3934.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3936.468750 Penalty: 415.355682
	Iteration 4Q: 3 clusters Score -3936.469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3938.348877 Penalty: 415.355682
	Iteration 5Q: 3 clusters Score -3938.349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3938.348877 Penalty: 415.355682
	Iteration 6F: 3 clusters Score -3938.349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -43350.957031 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -43350.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -42763.496094 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -42763.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43067.011719 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -43067.01 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43194.328125 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -43194.33 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43338.054688 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -43338.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43422.777344 Penalty: 600.588257
	Iteration 4F: 3 clusters Score -43422.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43469.476562 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -43469.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43493.765625 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -43493.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43512.394531 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -43512.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43528.476562 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -43528.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43548.109375 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -43548.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43573.808594 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -43573.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43599.742188 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -43599.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43639.460938 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -43639.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43653.804688 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -43653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43661.453125 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -43661.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43662.718750 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -43662.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43664.230469 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -43664.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43664.230469 Penalty: 600.588257
	Iteration 17F: 3 clusters Score -43664.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Entering Unmasked Estep 
Score: -14042488.000000 Penalty: 23616.177734
Splitting cluster 5 changes total score from -14039718.000000 to -14042488.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 6 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -47561.179688 Penalty: 305.384186
	Iteration 0F: 2 clusters Score -47561.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46900.781250 Penalty: 610.768372
	Iteration 0F: 3 clusters Score -46900.78 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47261.187500 Penalty: 610.768372
	Iteration 1F: 3 clusters Score -47261.19 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47523.132812 Penalty: 610.768372
	Iteration 2F: 3 clusters Score -47523.13 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47677.703125 Penalty: 610.768372
	Iteration 3F: 3 clusters Score -47677.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47772.699219 Penalty: 610.768372
	Iteration 4F: 3 clusters Score -47772.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47802.070312 Penalty: 610.768372
	Iteration 5Q: 3 clusters Score -47802.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -47810.000000 Penalty: 610.768372
	Iteration 6Q: 3 clusters Score -47810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -47816.191406 Penalty: 610.768372
	Iteration 7Q: 3 clusters Score -47816.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47824.464844 Penalty: 610.768372
	Iteration 8Q: 3 clusters Score -47824.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -47832.843750 Penalty: 610.768372
	Iteration 9Q: 3 clusters Score -47832.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -47838.597656 Penalty: 610.768372
	Iteration 10Q: 3 clusters Score -47838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -47840.386719 Penalty: 610.768372
	Iteration 11Q: 3 clusters Score -47840.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -47842.339844 Penalty: 610.768372
	Iteration 12Q: 3 clusters Score -47842.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -47846.828125 Penalty: 610.768372
	Iteration 13Q: 3 clusters Score -47846.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -47847.289062 Penalty: 610.768372
	Iteration 14Q: 3 clusters Score -47847.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -47848.328125 Penalty: 610.768372
	Iteration 15Q: 3 clusters Score -47848.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -47848.328125 Penalty: 610.768372
	Iteration 16F: 3 clusters Score -47848.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Entering Unmasked Estep 
Score: -14042520.000000 Penalty: 24178.466797
Splitting cluster 6 changes total score from -14039718.000000 to -14042520.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 7 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -18404.445312 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -18404.45 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 223 members 
Entering Unmasked Estep 
Score: -18034.166016 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -18034.17 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18431.628906 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -18431.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18601.238281 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -18601.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18821.056641 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -18821.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19018.939453 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -19018.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19093.939453 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -19093.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19143.238281 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -19143.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19159.835938 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -19159.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19170.818359 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -19170.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19179.791016 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -19179.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19193.205078 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -19193.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19219.923828 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -19219.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19248.542969 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -19248.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19265.589844 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -19265.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19268.640625 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -19268.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19280.482422 Penalty: 549.446228
	Iteration 15F: 3 clusters Score -19280.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19317.615234 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -19317.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19359.474609 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -19359.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19384.103516 Penalty: 549.446228
	Iteration 18Q: 3 clusters Score -19384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19390.070312 Penalty: 549.446228
	Iteration 19Q: 3 clusters Score -19390.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19390.070312 Penalty: 549.446228
	Iteration 20F: 3 clusters Score -19390.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Entering Unmasked Estep 
Score: -14043219.000000 Penalty: 24740.757812
Splitting cluster 7 changes total score from -14039718.000000 to -14043219.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 8 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -293143.343750 Penalty: 374.503387
	Iteration 0F: 2 clusters Score -293143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -290532.375000 Penalty: 749.006775
	Iteration 0F: 3 clusters Score -290532.4 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -291719.343750 Penalty: 749.006775
	Iteration 1F: 3 clusters Score -291719.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -292305.781250 Penalty: 749.006775
	Iteration 2F: 3 clusters Score -292305.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -293207.062500 Penalty: 749.006775
	Iteration 3F: 3 clusters Score -293207.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293859.875000 Penalty: 749.006775
	Iteration 4F: 3 clusters Score -293859.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -294134.781250 Penalty: 749.006775
	Iteration 5F: 3 clusters Score -294134.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -294200.250000 Penalty: 749.006775
	Iteration 6Q: 3 clusters Score -294200.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -294227.875000 Penalty: 749.006775
	Iteration 7Q: 3 clusters Score -294227.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -294254.468750 Penalty: 749.006775
	Iteration 8Q: 3 clusters Score -294254.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -294269.093750 Penalty: 749.006775
	Iteration 9Q: 3 clusters Score -294269.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -294280.750000 Penalty: 749.006775
	Iteration 10Q: 3 clusters Score -294280.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -294290.718750 Penalty: 749.006775
	Iteration 11Q: 3 clusters Score -294290.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -294298.250000 Penalty: 749.006775
	Iteration 12Q: 3 clusters Score -294298.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -294307.812500 Penalty: 749.006775
	Iteration 13Q: 3 clusters Score -294307.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -294318.656250 Penalty: 749.006775
	Iteration 14Q: 3 clusters Score -294318.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -294327.000000 Penalty: 749.006775
	Iteration 15Q: 3 clusters Score -294327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -294335.468750 Penalty: 749.006775
	Iteration 16Q: 3 clusters Score -294335.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -294341.156250 Penalty: 749.006775
	Iteration 17Q: 3 clusters Score -294341.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -294347.468750 Penalty: 749.006775
	Iteration 18Q: 3 clusters Score -294347.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -294357.843750 Penalty: 749.006775
	Iteration 19Q: 3 clusters Score -294357.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -294364.656250 Penalty: 749.006775
	Iteration 20F: 3 clusters Score -294364.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -294371.375000 Penalty: 749.006775
	Iteration 21Q: 3 clusters Score -294371.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -294377.562500 Penalty: 749.006775
	Iteration 22Q: 3 clusters Score -294377.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -294382.187500 Penalty: 749.006775
	Iteration 23Q: 3 clusters Score -294382.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -294384.687500 Penalty: 749.006775
	Iteration 24Q: 3 clusters Score -294384.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -294386.187500 Penalty: 749.006775
	Iteration 25Q: 3 clusters Score -294386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -294386.500000 Penalty: 749.006775
	Iteration 26Q: 3 clusters Score -294386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -294386.187500 Penalty: 749.006775
	Iteration 27Q: 3 clusters Score -294386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -294386.468750 Penalty: 749.006775
	Iteration 28Q: 3 clusters Score -294386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -294386.812500 Penalty: 749.006775
	Iteration 29Q: 3 clusters Score -294386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -294386.656250 Penalty: 749.006775
	Iteration 30Q: 3 clusters Score -294386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -294386.656250 Penalty: 749.006775
	Iteration 31F: 3 clusters Score -294386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Entering Unmasked Estep 
Score: -14044371.000000 Penalty: 25303.046875
Splitting cluster 8 changes total score from -14039718.000000 to -14044371.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -50697.414062 Penalty: 311.728912
	Iteration 0F: 2 clusters Score -50697.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50014.031250 Penalty: 623.457825
	Iteration 0F: 3 clusters Score -50014.03 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -50404.085938 Penalty: 623.457825
	Iteration 1F: 3 clusters Score -50404.09 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -50569.570312 Penalty: 623.457825
	Iteration 2F: 3 clusters Score -50569.57 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -50679.402344 Penalty: 623.457825
	Iteration 3F: 3 clusters Score -50679.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -50759.062500 Penalty: 623.457825
	Iteration 4F: 3 clusters Score -50759.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -50798.136719 Penalty: 623.457825
	Iteration 5Q: 3 clusters Score -50798.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -50819.644531 Penalty: 623.457825
	Iteration 6Q: 3 clusters Score -50819.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -50829.367188 Penalty: 623.457825
	Iteration 7Q: 3 clusters Score -50829.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -50832.917969 Penalty: 623.457825
	Iteration 8Q: 3 clusters Score -50832.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -50838.421875 Penalty: 623.457825
	Iteration 9Q: 3 clusters Score -50838.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -50842.851562 Penalty: 623.457825
	Iteration 10Q: 3 clusters Score -50842.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -50843.796875 Penalty: 623.457825
	Iteration 11Q: 3 clusters Score -50843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -50845.492188 Penalty: 623.457825
	Iteration 12Q: 3 clusters Score -50845.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -50847.363281 Penalty: 623.457825
	Iteration 13Q: 3 clusters Score -50847.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -50849.910156 Penalty: 623.457825
	Iteration 14Q: 3 clusters Score -50849.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -50856.750000 Penalty: 623.457825
	Iteration 15Q: 3 clusters Score -50856.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -50868.894531 Penalty: 623.457825
	Iteration 16Q: 3 clusters Score -50868.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -50869.460938 Penalty: 623.457825
	Iteration 17Q: 3 clusters Score -50869.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -50869.460938 Penalty: 623.457825
	Iteration 18F: 3 clusters Score -50869.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 623 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Entering Unmasked Estep 
Score: -14044291.000000 Penalty: 25865.337891
Splitting cluster 9 changes total score from -14039718.000000 to -14044291.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 10 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -26276.816406 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -26276.82 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 287 members 
Entering Unmasked Estep 
Score: -25837.939453 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -25837.94 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26602.884766 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -26602.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26949.539062 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -26949.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27031.908203 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -27031.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27121.189453 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -27121.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27262.019531 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -27262.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27421.203125 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -27421.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27718.332031 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -27718.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27759.332031 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -27759.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27763.789062 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -27763.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27768.324219 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -27768.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27778.347656 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -27778.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27796.035156 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -27796.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27809.296875 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -27809.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27820.070312 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -27820.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27827.367188 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -27827.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27833.080078 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -27833.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27835.341797 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -27835.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27836.494141 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -27836.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27836.494141 Penalty: 585.543701
	Iteration 19F: 3 clusters Score -27836.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Entering Unmasked Estep 
Score: -14045587.000000 Penalty: 26427.626953
Splitting cluster 10 changes total score from -14039718.000000 to -14045587.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 11 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -22227.964844 Penalty: 274.286652
	Iteration 0F: 2 clusters Score -22227.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21839.210938 Penalty: 548.573303
	Iteration 0F: 3 clusters Score -21839.21 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21962.433594 Penalty: 548.573303
	Iteration 1F: 3 clusters Score -21962.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22055.892578 Penalty: 548.573303
	Iteration 2F: 3 clusters Score -22055.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22119.392578 Penalty: 548.573303
	Iteration 3F: 3 clusters Score -22119.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22173.453125 Penalty: 548.573303
	Iteration 4F: 3 clusters Score -22173.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22203.263672 Penalty: 548.573303
	Iteration 5F: 3 clusters Score -22203.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22221.361328 Penalty: 548.573303
	Iteration 6Q: 3 clusters Score -22221.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22235.146484 Penalty: 548.573303
	Iteration 7Q: 3 clusters Score -22235.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22243.271484 Penalty: 548.573303
	Iteration 8Q: 3 clusters Score -22243.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22246.626953 Penalty: 548.573303
	Iteration 9Q: 3 clusters Score -22246.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22247.699219 Penalty: 548.573303
	Iteration 10Q: 3 clusters Score -22247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22247.919922 Penalty: 548.573303
	Iteration 11Q: 3 clusters Score -22247.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22247.919922 Penalty: 548.573303
	Iteration 12F: 3 clusters Score -22247.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Entering Unmasked Estep 
Score: -14045325.000000 Penalty: 26989.917969
Splitting cluster 11 changes total score from -14039718.000000 to -14045325.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 12 (119054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119054 members 
Entering Unmasked Estep 
Score: -7374934.000000 Penalty: 531.773621
	Iteration 0F: 2 clusters Score -7374934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -7301357.500000 Penalty: 1063.547241
	Iteration 0F: 3 clusters Score -7301358 nChanged 57973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -7336141.000000 Penalty: 1063.547241
	Iteration 1F: 3 clusters Score -7336141 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -7338595.500000 Penalty: 1063.547241
	Iteration 2Q: 3 clusters Score -7338596 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -7342412.500000 Penalty: 1063.547241
	Iteration 3F: 3 clusters Score -7342412 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -7348700.000000 Penalty: 1063.547241
	Iteration 4F: 3 clusters Score -7348700 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -7355756.000000 Penalty: 1063.547241
	Iteration 5F: 3 clusters Score -7355756 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -7361377.500000 Penalty: 1063.547241
	Iteration 6F: 3 clusters Score -7361378 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7364473.000000 Penalty: 1063.547241
	Iteration 7Q: 3 clusters Score -7364473 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -7365826.000000 Penalty: 1063.547241
	Iteration 8Q: 3 clusters Score -7365826 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7366404.000000 Penalty: 1063.547241
	Iteration 9Q: 3 clusters Score -7366404 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105087 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -7366819.500000 Penalty: 1063.547241
	Iteration 10Q: 3 clusters Score -7366820 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -7367194.500000 Penalty: 1063.547241
	Iteration 11Q: 3 clusters Score -7367194 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -7367548.500000 Penalty: 1063.547241
	Iteration 12Q: 3 clusters Score -7367548 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -7367923.500000 Penalty: 1063.547241
	Iteration 13Q: 3 clusters Score -7367924 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -7368326.500000 Penalty: 1063.547241
	Iteration 14Q: 3 clusters Score -7368326 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -7368623.000000 Penalty: 1063.547241
	Iteration 15Q: 3 clusters Score -7368623 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -7369017.000000 Penalty: 1063.547241
	Iteration 16Q: 3 clusters Score -7369017 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111079 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -7369319.500000 Penalty: 1063.547241
	Iteration 17Q: 3 clusters Score -7369320 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -7369685.000000 Penalty: 1063.547241
	Iteration 18Q: 3 clusters Score -7369685 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112533 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -7370130.000000 Penalty: 1063.547241
	Iteration 19Q: 3 clusters Score -7370130 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113175 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -7370481.500000 Penalty: 1063.547241
	Iteration 20F: 3 clusters Score -7370482 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113794 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7370842.000000 Penalty: 1063.547241
	Iteration 21Q: 3 clusters Score -7370842 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114347 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -7371176.500000 Penalty: 1063.547241
	Iteration 22Q: 3 clusters Score -7371176 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -7371469.000000 Penalty: 1063.547241
	Iteration 23Q: 3 clusters Score -7371469 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7371797.500000 Penalty: 1063.547241
	Iteration 24Q: 3 clusters Score -7371798 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7372047.500000 Penalty: 1063.547241
	Iteration 25Q: 3 clusters Score -7372048 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116054 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7372274.500000 Penalty: 1063.547241
	Iteration 26Q: 3 clusters Score -7372274 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7372545.000000 Penalty: 1063.547241
	Iteration 27Q: 3 clusters Score -7372545 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116753 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7372832.000000 Penalty: 1063.547241
	Iteration 28Q: 3 clusters Score -7372832 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7373079.500000 Penalty: 1063.547241
	Iteration 29Q: 3 clusters Score -7373080 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117279 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7373269.500000 Penalty: 1063.547241
	Iteration 30Q: 3 clusters Score -7373270 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117454 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7373405.000000 Penalty: 1063.547241
	Iteration 31Q: 3 clusters Score -7373405 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117615 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7373556.500000 Penalty: 1063.547241
	Iteration 32Q: 3 clusters Score -7373556 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117762 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7373662.000000 Penalty: 1063.547241
	Iteration 33Q: 3 clusters Score -7373662 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117880 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7373743.000000 Penalty: 1063.547241
	Iteration 34Q: 3 clusters Score -7373743 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117994 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7373826.500000 Penalty: 1063.547241
	Iteration 35Q: 3 clusters Score -7373826 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7373919.000000 Penalty: 1063.547241
	Iteration 36Q: 3 clusters Score -7373919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118151 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7373964.000000 Penalty: 1063.547241
	Iteration 37Q: 3 clusters Score -7373964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118207 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7374006.500000 Penalty: 1063.547241
	Iteration 38Q: 3 clusters Score -7374006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118263 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7374047.500000 Penalty: 1063.547241
	Iteration 39Q: 3 clusters Score -7374048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7374099.000000 Penalty: 1063.547241
	Iteration 40F: 3 clusters Score -7374099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7374116.500000 Penalty: 1063.547241
	Iteration 41Q: 3 clusters Score -7374116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118372 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7374124.500000 Penalty: 1063.547241
	Iteration 42Q: 3 clusters Score -7374124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118397 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7374154.000000 Penalty: 1063.547241
	Iteration 43Q: 3 clusters Score -7374154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7374164.000000 Penalty: 1063.547241
	Iteration 44Q: 3 clusters Score -7374164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7374169.000000 Penalty: 1063.547241
	Iteration 45Q: 3 clusters Score -7374169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7374172.500000 Penalty: 1063.547241
	Iteration 46Q: 3 clusters Score -7374172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118419 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7374198.500000 Penalty: 1063.547241
	Iteration 47Q: 3 clusters Score -7374198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118417 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7374198.500000 Penalty: 1063.547241
	Iteration 48Q: 3 clusters Score -7374198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118416 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7374201.000000 Penalty: 1063.547241
	Iteration 49Q: 3 clusters Score -7374201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118415 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7374203.000000 Penalty: 1063.547241
	Iteration 50Q: 3 clusters Score -7374203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7374199.500000 Penalty: 1063.547241
	Iteration 51Q: 3 clusters Score -7374200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118423 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7374206.000000 Penalty: 1063.547241
	Iteration 52Q: 3 clusters Score -7374206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7374216.000000 Penalty: 1063.547241
	Iteration 53Q: 3 clusters Score -7374216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7374222.500000 Penalty: 1063.547241
	Iteration 54Q: 3 clusters Score -7374222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7374221.500000 Penalty: 1063.547241
	Iteration 55Q: 3 clusters Score -7374222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7374228.500000 Penalty: 1063.547241
	Iteration 56Q: 3 clusters Score -7374228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118445 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7374236.000000 Penalty: 1063.547241
	Iteration 57Q: 3 clusters Score -7374236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118450 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7374242.500000 Penalty: 1063.547241
	Iteration 58Q: 3 clusters Score -7374242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7374240.500000 Penalty: 1063.547241
	Iteration 59Q: 3 clusters Score -7374240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7374242.000000 Penalty: 1063.547241
	Iteration 60F: 3 clusters Score -7374242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7374245.500000 Penalty: 1063.547241
	Iteration 61Q: 3 clusters Score -7374246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7374245.500000 Penalty: 1063.547241
	Iteration 62F: 3 clusters Score -7374246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -42414.386719 Penalty: 305.715088
	Iteration 0F: 2 clusters Score -42414.39 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 430 members 
Entering Unmasked Estep 
Score: -41825.839844 Penalty: 611.430176
	Iteration 0F: 3 clusters Score -41825.84 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -43116.140625 Penalty: 611.430176
	Iteration 1F: 3 clusters Score -43116.14 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43834.828125 Penalty: 611.430176
	Iteration 2F: 3 clusters Score -43834.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44038.738281 Penalty: 611.430176
	Iteration 3Q: 3 clusters Score -44038.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44079.839844 Penalty: 611.430176
	Iteration 4Q: 3 clusters Score -44079.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44085.609375 Penalty: 611.430176
	Iteration 5Q: 3 clusters Score -44085.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44086.070312 Penalty: 611.430176
	Iteration 6Q: 3 clusters Score -44086.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44086.410156 Penalty: 611.430176
	Iteration 7Q: 3 clusters Score -44086.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44086.410156 Penalty: 611.430176
	Iteration 8F: 3 clusters Score -44086.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Entering Unmasked Estep 
Score: -14046754.000000 Penalty: 27552.207031
Splitting cluster 13 changes total score from -14039718.000000 to -14046754.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 14 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -73840.765625 Penalty: 325.889069
	Iteration 0F: 2 clusters Score -73840.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72897.984375 Penalty: 651.778137
	Iteration 0F: 3 clusters Score -72897.98 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -73833.945312 Penalty: 651.778137
	Iteration 1F: 3 clusters Score -73833.95 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -74346.226562 Penalty: 651.778137
	Iteration 2F: 3 clusters Score -74346.23 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -74578.812500 Penalty: 651.778137
	Iteration 3F: 3 clusters Score -74578.81 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74776.507812 Penalty: 651.778137
	Iteration 4F: 3 clusters Score -74776.51 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75000.718750 Penalty: 651.778137
	Iteration 5F: 3 clusters Score -75000.72 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75061.148438 Penalty: 651.778137
	Iteration 6Q: 3 clusters Score -75061.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75088.578125 Penalty: 651.778137
	Iteration 7Q: 3 clusters Score -75088.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75111.265625 Penalty: 651.778137
	Iteration 8Q: 3 clusters Score -75111.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75128.609375 Penalty: 651.778137
	Iteration 9Q: 3 clusters Score -75128.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75137.000000 Penalty: 651.778137
	Iteration 10Q: 3 clusters Score -75137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75141.906250 Penalty: 651.778137
	Iteration 11Q: 3 clusters Score -75141.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -75144.359375 Penalty: 651.778137
	Iteration 12Q: 3 clusters Score -75144.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75145.390625 Penalty: 651.778137
	Iteration 13Q: 3 clusters Score -75145.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75145.921875 Penalty: 651.778137
	Iteration 14Q: 3 clusters Score -75145.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75147.445312 Penalty: 651.778137
	Iteration 15Q: 3 clusters Score -75147.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75147.718750 Penalty: 651.778137
	Iteration 16Q: 3 clusters Score -75147.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75150.289062 Penalty: 651.778137
	Iteration 17F: 3 clusters Score -75150.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75167.546875 Penalty: 651.778137
	Iteration 18Q: 3 clusters Score -75167.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75197.710938 Penalty: 651.778137
	Iteration 19Q: 3 clusters Score -75197.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75218.890625 Penalty: 651.778137
	Iteration 20F: 3 clusters Score -75218.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75223.500000 Penalty: 651.778137
	Iteration 21Q: 3 clusters Score -75223.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75268.757812 Penalty: 651.778137
	Iteration 22Q: 3 clusters Score -75268.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75285.812500 Penalty: 651.778137
	Iteration 23Q: 3 clusters Score -75285.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75286.828125 Penalty: 651.778137
	Iteration 24Q: 3 clusters Score -75286.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75286.828125 Penalty: 651.778137
	Iteration 25F: 3 clusters Score -75286.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 23652 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Entering Unmasked Estep 
Score: -14047965.000000 Penalty: 28114.498047
Splitting cluster 14 changes total score from -14039718.000000 to -14047965.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 15 (23652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Entering Unmasked Estep 
Score: -1410066.875000 Penalty: 458.239746
	Iteration 0F: 2 clusters Score -1410067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1394215.875000 Penalty: 916.479492
	Iteration 0F: 3 clusters Score -1394216 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1400943.500000 Penalty: 916.479492
	Iteration 1F: 3 clusters Score -1400944 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1401563.750000 Penalty: 916.479492
	Iteration 2F: 3 clusters Score -1401564 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1402397.250000 Penalty: 916.479492
	Iteration 3F: 3 clusters Score -1402397 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1403391.750000 Penalty: 916.479492
	Iteration 4F: 3 clusters Score -1403392 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1404522.000000 Penalty: 916.479492
	Iteration 5F: 3 clusters Score -1404522 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1405707.625000 Penalty: 916.479492
	Iteration 6F: 3 clusters Score -1405708 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1406632.625000 Penalty: 916.479492
	Iteration 7F: 3 clusters Score -1406633 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1407241.375000 Penalty: 916.479492
	Iteration 8Q: 3 clusters Score -1407241 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1407588.750000 Penalty: 916.479492
	Iteration 9Q: 3 clusters Score -1407589 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1407826.125000 Penalty: 916.479492
	Iteration 10Q: 3 clusters Score -1407826 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1408026.125000 Penalty: 916.479492
	Iteration 11Q: 3 clusters Score -1408026 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1408210.500000 Penalty: 916.479492
	Iteration 12Q: 3 clusters Score -1408210 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1408388.875000 Penalty: 916.479492
	Iteration 13Q: 3 clusters Score -1408389 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1408572.875000 Penalty: 916.479492
	Iteration 14Q: 3 clusters Score -1408573 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1408732.375000 Penalty: 916.479492
	Iteration 15Q: 3 clusters Score -1408732 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1408870.375000 Penalty: 916.479492
	Iteration 16Q: 3 clusters Score -1408870 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1408983.500000 Penalty: 916.479492
	Iteration 17Q: 3 clusters Score -1408984 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1409080.750000 Penalty: 916.479492
	Iteration 18Q: 3 clusters Score -1409081 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1409166.875000 Penalty: 916.479492
	Iteration 19Q: 3 clusters Score -1409167 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1409226.625000 Penalty: 916.479492
	Iteration 20F: 3 clusters Score -1409227 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1409282.875000 Penalty: 916.479492
	Iteration 21Q: 3 clusters Score -1409283 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1409331.875000 Penalty: 916.479492
	Iteration 22Q: 3 clusters Score -1409332 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1409379.500000 Penalty: 916.479492
	Iteration 23Q: 3 clusters Score -1409380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1409420.750000 Penalty: 916.479492
	Iteration 24Q: 3 clusters Score -1409421 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1409469.250000 Penalty: 916.479492
	Iteration 25Q: 3 clusters Score -1409469 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1409510.125000 Penalty: 916.479492
	Iteration 26Q: 3 clusters Score -1409510 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1409546.125000 Penalty: 916.479492
	Iteration 27Q: 3 clusters Score -1409546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1409586.375000 Penalty: 916.479492
	Iteration 28Q: 3 clusters Score -1409586 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1409618.375000 Penalty: 916.479492
	Iteration 29Q: 3 clusters Score -1409618 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1409645.125000 Penalty: 916.479492
	Iteration 30Q: 3 clusters Score -1409645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1409669.875000 Penalty: 916.479492
	Iteration 31Q: 3 clusters Score -1409670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1409686.250000 Penalty: 916.479492
	Iteration 32Q: 3 clusters Score -1409686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1409709.000000 Penalty: 916.479492
	Iteration 33Q: 3 clusters Score -1409709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1409740.250000 Penalty: 916.479492
	Iteration 34Q: 3 clusters Score -1409740 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1409763.625000 Penalty: 916.479492
	Iteration 35Q: 3 clusters Score -1409764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1409788.750000 Penalty: 916.479492
	Iteration 36Q: 3 clusters Score -1409789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1409820.750000 Penalty: 916.479492
	Iteration 37Q: 3 clusters Score -1409821 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1409852.125000 Penalty: 916.479492
	Iteration 38Q: 3 clusters Score -1409852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1409879.000000 Penalty: 916.479492
	Iteration 39Q: 3 clusters Score -1409879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1409903.500000 Penalty: 916.479492
	Iteration 40F: 3 clusters Score -1409904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1409929.125000 Penalty: 916.479492
	Iteration 41Q: 3 clusters Score -1409929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1409941.375000 Penalty: 916.479492
	Iteration 42Q: 3 clusters Score -1409941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1409962.625000 Penalty: 916.479492
	Iteration 43Q: 3 clusters Score -1409963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1409977.875000 Penalty: 916.479492
	Iteration 44Q: 3 clusters Score -1409978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1409996.125000 Penalty: 916.479492
	Iteration 45Q: 3 clusters Score -1409996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1410010.250000 Penalty: 916.479492
	Iteration 46Q: 3 clusters Score -1410010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1410030.000000 Penalty: 916.479492
	Iteration 47Q: 3 clusters Score -1410030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1410045.375000 Penalty: 916.479492
	Iteration 48Q: 3 clusters Score -1410045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1410052.000000 Penalty: 916.479492
	Iteration 49Q: 3 clusters Score -1410052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1410060.625000 Penalty: 916.479492
	Iteration 50Q: 3 clusters Score -1410061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1410068.500000 Penalty: 916.479492
	Iteration 51Q: 3 clusters Score -1410068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1410079.250000 Penalty: 916.479492
	Iteration 52Q: 3 clusters Score -1410079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1410087.375000 Penalty: 916.479492
	Iteration 53Q: 3 clusters Score -1410087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1410092.750000 Penalty: 916.479492
	Iteration 54Q: 3 clusters Score -1410093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1410094.625000 Penalty: 916.479492
	Iteration 55Q: 3 clusters Score -1410095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1410098.875000 Penalty: 916.479492
	Iteration 56Q: 3 clusters Score -1410099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1410100.375000 Penalty: 916.479492
	Iteration 57Q: 3 clusters Score -1410100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1410100.625000 Penalty: 916.479492
	Iteration 58Q: 3 clusters Score -1410101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1410100.250000 Penalty: 916.479492
	Iteration 59Q: 3 clusters Score -1410100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1410100.375000 Penalty: 916.479492
	Iteration 60F: 3 clusters Score -1410100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1410100.250000 Penalty: 916.479492
	Iteration 61Q: 3 clusters Score -1410100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1410099.250000 Penalty: 916.479492
	Iteration 62Q: 3 clusters Score -1410099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1410099.625000 Penalty: 916.479492
	Iteration 63Q: 3 clusters Score -1410100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1410099.625000 Penalty: 916.479492
	Iteration 64F: 3 clusters Score -1410100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Entering Unmasked Estep 
Score: -14047846.000000 Penalty: 28676.787109
Splitting cluster 15 changes total score from -14039718.000000 to -14047846.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 16 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -11986.267578 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -11986.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11677.223633 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -11677.22 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11829.128906 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -11829.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11936.099609 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -11936.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12042.183594 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -12042.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12124.712891 Penalty: 508.439636
	Iteration 4F: 3 clusters Score -12124.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12155.567383 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -12155.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12173.933594 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -12173.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12180.369141 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -12180.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12186.382812 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -12186.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12196.742188 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -12196.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12214.567383 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -12214.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12222.833008 Penalty: 508.439636
	Iteration 11Q: 3 clusters Score -12222.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12234.317383 Penalty: 508.439636
	Iteration 12Q: 3 clusters Score -12234.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12237.133789 Penalty: 508.439636
	Iteration 13Q: 3 clusters Score -12237.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12237.765625 Penalty: 508.439636
	Iteration 14Q: 3 clusters Score -12237.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12237.765625 Penalty: 508.439636
	Iteration 15F: 3 clusters Score -12237.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Entering Unmasked Estep 
Score: -14047787.000000 Penalty: 29239.078125
Splitting cluster 16 changes total score from -14039718.000000 to -14047787.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 17 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -36395.753906 Penalty: 302.233154
	Iteration 0F: 2 clusters Score -36395.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -35757.039062 Penalty: 604.466309
	Iteration 0F: 3 clusters Score -35757.04 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36116.117188 Penalty: 604.466309
	Iteration 1F: 3 clusters Score -36116.12 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -36270.300781 Penalty: 604.466309
	Iteration 2F: 3 clusters Score -36270.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -36335.734375 Penalty: 604.466309
	Iteration 3F: 3 clusters Score -36335.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -36370.554688 Penalty: 604.466309
	Iteration 4Q: 3 clusters Score -36370.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -36387.878906 Penalty: 604.466309
	Iteration 5Q: 3 clusters Score -36387.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36394.285156 Penalty: 604.466309
	Iteration 6Q: 3 clusters Score -36394.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -36402.191406 Penalty: 604.466309
	Iteration 7Q: 3 clusters Score -36402.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -36403.906250 Penalty: 604.466309
	Iteration 8Q: 3 clusters Score -36403.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -36407.449219 Penalty: 604.466309
	Iteration 9Q: 3 clusters Score -36407.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -36412.136719 Penalty: 604.466309
	Iteration 10Q: 3 clusters Score -36412.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -36420.242188 Penalty: 604.466309
	Iteration 11Q: 3 clusters Score -36420.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36420.914062 Penalty: 604.466309
	Iteration 12Q: 3 clusters Score -36420.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36421.250000 Penalty: 604.466309
	Iteration 13Q: 3 clusters Score -36421.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36421.445312 Penalty: 604.466309
	Iteration 14Q: 3 clusters Score -36421.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36421.445312 Penalty: 604.466309
	Iteration 15F: 3 clusters Score -36421.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Entering Unmasked Estep 
Score: -14047539.000000 Penalty: 29801.367188
Splitting cluster 17 changes total score from -14039718.000000 to -14047539.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 18 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -34393.757812 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -34393.76 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 272 members 
Entering Unmasked Estep 
Score: -33892.441406 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -33892.44 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34137.964844 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -34137.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34372.609375 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -34372.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34580.000000 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -34580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34637.957031 Penalty: 569.447754
	Iteration 4F: 3 clusters Score -34637.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34645.121094 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -34645.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34649.480469 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -34649.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34652.031250 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -34652.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34652.976562 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -34652.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34654.062500 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -34654.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34655.007812 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -34655.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34655.007812 Penalty: 569.447754
	Iteration 11F: 3 clusters Score -34655.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 1236 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Entering Unmasked Estep 
Score: -14047530.000000 Penalty: 30363.656250
Splitting cluster 18 changes total score from -14039718.000000 to -14047530.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 19 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -72706.343750 Penalty: 323.943420
	Iteration 0F: 2 clusters Score -72706.34 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 610 members 
Entering Unmasked Estep 
Score: -71742.468750 Penalty: 647.886841
	Iteration 0F: 3 clusters Score -71742.47 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72101.171875 Penalty: 647.886841
	Iteration 1F: 3 clusters Score -72101.17 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72208.804688 Penalty: 647.886841
	Iteration 2F: 3 clusters Score -72208.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -72325.687500 Penalty: 647.886841
	Iteration 3F: 3 clusters Score -72325.69 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72479.593750 Penalty: 647.886841
	Iteration 4F: 3 clusters Score -72479.59 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -72714.625000 Penalty: 647.886841
	Iteration 5F: 3 clusters Score -72714.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -72939.726562 Penalty: 647.886841
	Iteration 6F: 3 clusters Score -72939.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73061.914062 Penalty: 647.886841
	Iteration 7F: 3 clusters Score -73061.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73141.187500 Penalty: 647.886841
	Iteration 8Q: 3 clusters Score -73141.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -73205.757812 Penalty: 647.886841
	Iteration 9Q: 3 clusters Score -73205.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -73226.304688 Penalty: 647.886841
	Iteration 10Q: 3 clusters Score -73226.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -73239.867188 Penalty: 647.886841
	Iteration 11Q: 3 clusters Score -73239.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -73250.148438 Penalty: 647.886841
	Iteration 12Q: 3 clusters Score -73250.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -73256.218750 Penalty: 647.886841
	Iteration 13Q: 3 clusters Score -73256.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -73257.062500 Penalty: 647.886841
	Iteration 14Q: 3 clusters Score -73257.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -73260.054688 Penalty: 647.886841
	Iteration 15Q: 3 clusters Score -73260.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73261.742188 Penalty: 647.886841
	Iteration 16Q: 3 clusters Score -73261.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73261.796875 Penalty: 647.886841
	Iteration 17Q: 3 clusters Score -73261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73261.796875 Penalty: 647.886841
	Iteration 18F: 3 clusters Score -73261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Entering Unmasked Estep 
Score: -14047862.000000 Penalty: 30925.947266
Splitting cluster 19 changes total score from -14039718.000000 to -14047862.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 20 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -116587.726562 Penalty: 344.007355
	Iteration 0F: 2 clusters Score -116587.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -115360.093750 Penalty: 688.014709
	Iteration 0F: 3 clusters Score -115360.1 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -116978.015625 Penalty: 688.014709
	Iteration 1F: 3 clusters Score -116978 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117714.054688 Penalty: 688.014709
	Iteration 2F: 3 clusters Score -117714.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -118352.304688 Penalty: 688.014709
	Iteration 3F: 3 clusters Score -118352.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -118588.539062 Penalty: 688.014709
	Iteration 4Q: 3 clusters Score -118588.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -118735.781250 Penalty: 688.014709
	Iteration 5Q: 3 clusters Score -118735.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -118819.359375 Penalty: 688.014709
	Iteration 6Q: 3 clusters Score -118819.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -118889.875000 Penalty: 688.014709
	Iteration 7Q: 3 clusters Score -118889.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -118905.742188 Penalty: 688.014709
	Iteration 8Q: 3 clusters Score -118905.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -118913.421875 Penalty: 688.014709
	Iteration 9Q: 3 clusters Score -118913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -118915.781250 Penalty: 688.014709
	Iteration 10Q: 3 clusters Score -118915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -118915.914062 Penalty: 688.014709
	Iteration 11Q: 3 clusters Score -118915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -118917.156250 Penalty: 688.014709
	Iteration 12Q: 3 clusters Score -118917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -118919.289062 Penalty: 688.014709
	Iteration 13Q: 3 clusters Score -118919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -118919.695312 Penalty: 688.014709
	Iteration 14Q: 3 clusters Score -118919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -118919.695312 Penalty: 688.014709
	Iteration 15F: 3 clusters Score -118919.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1499 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Entering Unmasked Estep 
Score: -14049973.000000 Penalty: 31488.236328
Splitting cluster 20 changes total score from -14039718.000000 to -14049973.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 21 (9177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Entering Unmasked Estep 
Score: -510070.187500 Penalty: 415.162720
	Iteration 0F: 2 clusters Score -510070.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -503995.000000 Penalty: 830.325439
	Iteration 0F: 3 clusters Score -503995 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -506688.718750 Penalty: 830.325439
	Iteration 1F: 3 clusters Score -506688.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -507131.156250 Penalty: 830.325439
	Iteration 2F: 3 clusters Score -507131.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -507618.250000 Penalty: 830.325439
	Iteration 3F: 3 clusters Score -507618.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -508058.062500 Penalty: 830.325439
	Iteration 4F: 3 clusters Score -508058.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -508409.343750 Penalty: 830.325439
	Iteration 5F: 3 clusters Score -508409.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -508729.531250 Penalty: 830.325439
	Iteration 6Q: 3 clusters Score -508729.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -509065.968750 Penalty: 830.325439
	Iteration 7Q: 3 clusters Score -509066 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -509231.312500 Penalty: 830.325439
	Iteration 8Q: 3 clusters Score -509231.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -509322.125000 Penalty: 830.325439
	Iteration 9Q: 3 clusters Score -509322.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -509372.375000 Penalty: 830.325439
	Iteration 10Q: 3 clusters Score -509372.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -509411.281250 Penalty: 830.325439
	Iteration 11Q: 3 clusters Score -509411.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -509442.718750 Penalty: 830.325439
	Iteration 12Q: 3 clusters Score -509442.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -509467.625000 Penalty: 830.325439
	Iteration 13Q: 3 clusters Score -509467.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -509482.625000 Penalty: 830.325439
	Iteration 14Q: 3 clusters Score -509482.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -509496.156250 Penalty: 830.325439
	Iteration 15Q: 3 clusters Score -509496.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -509516.406250 Penalty: 830.325439
	Iteration 16Q: 3 clusters Score -509516.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -509531.656250 Penalty: 830.325439
	Iteration 17Q: 3 clusters Score -509531.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -509538.500000 Penalty: 830.325439
	Iteration 18Q: 3 clusters Score -509538.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -509541.593750 Penalty: 830.325439
	Iteration 19Q: 3 clusters Score -509541.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -509546.000000 Penalty: 830.325439
	Iteration 20F: 3 clusters Score -509546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -509550.687500 Penalty: 830.325439
	Iteration 21Q: 3 clusters Score -509550.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -509559.218750 Penalty: 830.325439
	Iteration 22Q: 3 clusters Score -509559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -509564.843750 Penalty: 830.325439
	Iteration 23Q: 3 clusters Score -509564.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -509570.031250 Penalty: 830.325439
	Iteration 24Q: 3 clusters Score -509570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -509572.656250 Penalty: 830.325439
	Iteration 25Q: 3 clusters Score -509572.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -509576.500000 Penalty: 830.325439
	Iteration 26Q: 3 clusters Score -509576.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -509580.562500 Penalty: 830.325439
	Iteration 27Q: 3 clusters Score -509580.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -509585.250000 Penalty: 830.325439
	Iteration 28Q: 3 clusters Score -509585.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -509589.312500 Penalty: 830.325439
	Iteration 29Q: 3 clusters Score -509589.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -509592.093750 Penalty: 830.325439
	Iteration 30Q: 3 clusters Score -509592.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -509591.500000 Penalty: 830.325439
	Iteration 31Q: 3 clusters Score -509591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -509591.656250 Penalty: 830.325439
	Iteration 32Q: 3 clusters Score -509591.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -509592.343750 Penalty: 830.325439
	Iteration 33Q: 3 clusters Score -509592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -509593.093750 Penalty: 830.325439
	Iteration 34Q: 3 clusters Score -509593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -509593.250000 Penalty: 830.325439
	Iteration 35Q: 3 clusters Score -509593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -509592.906250 Penalty: 830.325439
	Iteration 36Q: 3 clusters Score -509592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -509593.437500 Penalty: 830.325439
	Iteration 37Q: 3 clusters Score -509593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -509594.625000 Penalty: 830.325439
	Iteration 38Q: 3 clusters Score -509594.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -509596.718750 Penalty: 830.325439
	Iteration 39Q: 3 clusters Score -509596.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -509596.687500 Penalty: 830.325439
	Iteration 40F: 3 clusters Score -509596.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -509597.937500 Penalty: 830.325439
	Iteration 41Q: 3 clusters Score -509597.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -509599.031250 Penalty: 830.325439
	Iteration 42Q: 3 clusters Score -509599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -509601.781250 Penalty: 830.325439
	Iteration 43Q: 3 clusters Score -509601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -509601.687500 Penalty: 830.325439
	Iteration 44Q: 3 clusters Score -509601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -509602.625000 Penalty: 830.325439
	Iteration 45Q: 3 clusters Score -509602.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -509604.343750 Penalty: 830.325439
	Iteration 46Q: 3 clusters Score -509604.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -509604.687500 Penalty: 830.325439
	Iteration 47Q: 3 clusters Score -509604.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -509606.125000 Penalty: 830.325439
	Iteration 48Q: 3 clusters Score -509606.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -509607.593750 Penalty: 830.325439
	Iteration 49Q: 3 clusters Score -509607.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -509607.500000 Penalty: 830.325439
	Iteration 50Q: 3 clusters Score -509607.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -509609.343750 Penalty: 830.325439
	Iteration 51Q: 3 clusters Score -509609.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -509610.093750 Penalty: 830.325439
	Iteration 52Q: 3 clusters Score -509610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -509610.875000 Penalty: 830.325439
	Iteration 53Q: 3 clusters Score -509610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -509610.812500 Penalty: 830.325439
	Iteration 54Q: 3 clusters Score -509610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -509610.906250 Penalty: 830.325439
	Iteration 55Q: 3 clusters Score -509610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -509611.125000 Penalty: 830.325439
	Iteration 56Q: 3 clusters Score -509611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -509612.437500 Penalty: 830.325439
	Iteration 57Q: 3 clusters Score -509612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -509612.437500 Penalty: 830.325439
	Iteration 58F: 3 clusters Score -509612.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -87291.984375 Penalty: 332.721191
	Iteration 0F: 2 clusters Score -87291.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -86238.421875 Penalty: 665.442383
	Iteration 0F: 3 clusters Score -86238.42 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -86915.859375 Penalty: 665.442383
	Iteration 1F: 3 clusters Score -86915.86 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -87147.218750 Penalty: 665.442383
	Iteration 2F: 3 clusters Score -87147.22 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -87239.179688 Penalty: 665.442383
	Iteration 3F: 3 clusters Score -87239.18 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87282.281250 Penalty: 665.442383
	Iteration 4Q: 3 clusters Score -87282.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87309.726562 Penalty: 665.442383
	Iteration 5Q: 3 clusters Score -87309.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -87327.570312 Penalty: 665.442383
	Iteration 6Q: 3 clusters Score -87327.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87343.117188 Penalty: 665.442383
	Iteration 7Q: 3 clusters Score -87343.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87353.039062 Penalty: 665.442383
	Iteration 8Q: 3 clusters Score -87353.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87358.023438 Penalty: 665.442383
	Iteration 9Q: 3 clusters Score -87358.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87362.460938 Penalty: 665.442383
	Iteration 10Q: 3 clusters Score -87362.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87368.945312 Penalty: 665.442383
	Iteration 11Q: 3 clusters Score -87368.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87375.281250 Penalty: 665.442383
	Iteration 12Q: 3 clusters Score -87375.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87385.203125 Penalty: 665.442383
	Iteration 13Q: 3 clusters Score -87385.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87392.875000 Penalty: 665.442383
	Iteration 14Q: 3 clusters Score -87392.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87395.734375 Penalty: 665.442383
	Iteration 15Q: 3 clusters Score -87395.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87399.820312 Penalty: 665.442383
	Iteration 16Q: 3 clusters Score -87399.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87404.984375 Penalty: 665.442383
	Iteration 17Q: 3 clusters Score -87404.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87407.968750 Penalty: 665.442383
	Iteration 18Q: 3 clusters Score -87407.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87408.015625 Penalty: 665.442383
	Iteration 19Q: 3 clusters Score -87408.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87408.015625 Penalty: 665.442383
	Iteration 20F: 3 clusters Score -87408.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 497 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Entering Unmasked Estep 
Score: -14049878.000000 Penalty: 32050.527344
Splitting cluster 22 changes total score from -14039718.000000 to -14049878.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 23 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -23018.333984 Penalty: 282.490845
	Iteration 0F: 2 clusters Score -23018.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22606.398438 Penalty: 564.981689
	Iteration 0F: 3 clusters Score -22606.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22859.601562 Penalty: 564.981689
	Iteration 1F: 3 clusters Score -22859.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22947.031250 Penalty: 564.981689
	Iteration 2F: 3 clusters Score -22947.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23019.388672 Penalty: 564.981689
	Iteration 3F: 3 clusters Score -23019.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23100.863281 Penalty: 564.981689
	Iteration 4Q: 3 clusters Score -23100.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23170.742188 Penalty: 564.981689
	Iteration 5Q: 3 clusters Score -23170.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -23303.931641 Penalty: 564.981689
	Iteration 6Q: 3 clusters Score -23303.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23458.591797 Penalty: 564.981689
	Iteration 7Q: 3 clusters Score -23458.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -24666.998047 Penalty: 564.981689
	Iteration 8Q: 3 clusters Score -24667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -24760.025391 Penalty: 564.981689
	Iteration 9F: 3 clusters Score -24760.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -24806.037109 Penalty: 564.981689
	Iteration 10Q: 3 clusters Score -24806.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -24819.919922 Penalty: 564.981689
	Iteration 11Q: 3 clusters Score -24819.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -24820.765625 Penalty: 564.981689
	Iteration 12Q: 3 clusters Score -24820.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -24822.312500 Penalty: 564.981689
	Iteration 13Q: 3 clusters Score -24822.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -24823.455078 Penalty: 564.981689
	Iteration 14Q: 3 clusters Score -24823.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -24824.460938 Penalty: 564.981689
	Iteration 15Q: 3 clusters Score -24824.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -24824.460938 Penalty: 564.981689
	Iteration 16F: 3 clusters Score -24824.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 132 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Entering Unmasked Estep 
Score: -14051397.000000 Penalty: 32612.816406
Splitting cluster 23 changes total score from -14039718.000000 to -14051397.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 24 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -6309.120117 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -6309.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6167.063477 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -6167.063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6300.513184 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -6300.513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6320.995605 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -6320.996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6389.468262 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -6389.468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -6400.136719 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -6400.137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6402.512207 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -6402.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -6409.764160 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -6409.764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -6412.093750 Penalty: 444.334991
	Iteration 7Q: 3 clusters Score -6412.094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -6412.093750 Penalty: 444.334991
	Iteration 8F: 3 clusters Score -6412.094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Entering Unmasked Estep 
Score: -14051158.000000 Penalty: 33175.105469
Splitting cluster 24 changes total score from -14039718.000000 to -14051158.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 25 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -53108.207031 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -53108.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52475.070312 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -52475.07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53198.621094 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -53198.62 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53612.875000 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -53612.88 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54053.917969 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -54053.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54343.339844 Penalty: 618.916748
	Iteration 4F: 3 clusters Score -54343.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54389.871094 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -54389.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54406.371094 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -54406.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54408.488281 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -54408.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54408.613281 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -54408.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54408.613281 Penalty: 618.916748
	Iteration 9F: 3 clusters Score -54408.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Entering Unmasked Estep 
Score: -14052224.000000 Penalty: 33737.398438
Splitting cluster 25 changes total score from -14039718.000000 to -14052224.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 26 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -48373.722656 Penalty: 315.114594
	Iteration 0F: 2 clusters Score -48373.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47551.566406 Penalty: 630.229187
	Iteration 0F: 3 clusters Score -47551.57 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48084.070312 Penalty: 630.229187
	Iteration 1F: 3 clusters Score -48084.07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48290.410156 Penalty: 630.229187
	Iteration 2F: 3 clusters Score -48290.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48379.621094 Penalty: 630.229187
	Iteration 3F: 3 clusters Score -48379.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48434.312500 Penalty: 630.229187
	Iteration 4Q: 3 clusters Score -48434.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48540.066406 Penalty: 630.229187
	Iteration 5Q: 3 clusters Score -48540.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -49082.722656 Penalty: 630.229187
	Iteration 6Q: 3 clusters Score -49082.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49984.664062 Penalty: 630.229187
	Iteration 7F: 3 clusters Score -49984.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50197.097656 Penalty: 630.229187
	Iteration 8F: 3 clusters Score -50197.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50301.582031 Penalty: 630.229187
	Iteration 9Q: 3 clusters Score -50301.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50376.019531 Penalty: 630.229187
	Iteration 10Q: 3 clusters Score -50376.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50468.628906 Penalty: 630.229187
	Iteration 11Q: 3 clusters Score -50468.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50524.800781 Penalty: 630.229187
	Iteration 12Q: 3 clusters Score -50524.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50575.886719 Penalty: 630.229187
	Iteration 13Q: 3 clusters Score -50575.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50624.988281 Penalty: 630.229187
	Iteration 14Q: 3 clusters Score -50624.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50753.902344 Penalty: 630.229187
	Iteration 15Q: 3 clusters Score -50753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50848.925781 Penalty: 630.229187
	Iteration 16Q: 3 clusters Score -50848.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50849.464844 Penalty: 630.229187
	Iteration 17Q: 3 clusters Score -50849.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50849.464844 Penalty: 630.229187
	Iteration 18F: 3 clusters Score -50849.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 17509 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 228 members 
Entering Unmasked Estep 
Score: -14054453.000000 Penalty: 34299.687500
Splitting cluster 26 changes total score from -14039718.000000 to -14054453.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 27 (17509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Entering Unmasked Estep 
Score: -1477881.000000 Penalty: 444.556427
	Iteration 0F: 2 clusters Score -1477881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1469167.875000 Penalty: 889.112854
	Iteration 0F: 3 clusters Score -1469168 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1474004.250000 Penalty: 889.112854
	Iteration 1F: 3 clusters Score -1474004 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1474261.500000 Penalty: 889.112854
	Iteration 2F: 3 clusters Score -1474262 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1474647.875000 Penalty: 889.112854
	Iteration 3F: 3 clusters Score -1474648 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1475292.375000 Penalty: 889.112854
	Iteration 4F: 3 clusters Score -1475292 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1476403.375000 Penalty: 889.112854
	Iteration 5F: 3 clusters Score -1476403 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1477342.875000 Penalty: 889.112854
	Iteration 6F: 3 clusters Score -1477343 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1477740.625000 Penalty: 889.112854
	Iteration 7F: 3 clusters Score -1477741 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1477863.125000 Penalty: 889.112854
	Iteration 8Q: 3 clusters Score -1477863 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1477862.500000 Penalty: 889.112854
	Iteration 9Q: 3 clusters Score -1477862 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1477837.000000 Penalty: 889.112854
	Iteration 10Q: 3 clusters Score -1477837 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1477847.375000 Penalty: 889.112854
	Iteration 11Q: 3 clusters Score -1477847 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1477888.250000 Penalty: 889.112854
	Iteration 12Q: 3 clusters Score -1477888 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1477929.125000 Penalty: 889.112854
	Iteration 13Q: 3 clusters Score -1477929 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1477981.125000 Penalty: 889.112854
	Iteration 14Q: 3 clusters Score -1477981 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1477942.625000 Penalty: 889.112854
	Iteration 15Q: 3 clusters Score -1477943 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1477786.000000 Penalty: 889.112854
	Iteration 16Q: 3 clusters Score -1477786 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1477587.125000 Penalty: 889.112854
	Iteration 17Q: 3 clusters Score -1477587 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1477457.875000 Penalty: 889.112854
	Iteration 18Q: 3 clusters Score -1477458 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1477382.375000 Penalty: 889.112854
	Iteration 19Q: 3 clusters Score -1477382 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1478081.375000 Penalty: 889.112854
	Iteration 20F: 3 clusters Score -1478081 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1478448.250000 Penalty: 889.112854
	Iteration 21F: 3 clusters Score -1478448 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1478686.250000 Penalty: 889.112854
	Iteration 22Q: 3 clusters Score -1478686 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1478725.500000 Penalty: 889.112854
	Iteration 23Q: 3 clusters Score -1478726 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1478747.250000 Penalty: 889.112854
	Iteration 24Q: 3 clusters Score -1478747 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1478749.000000 Penalty: 889.112854
	Iteration 25Q: 3 clusters Score -1478749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1478746.500000 Penalty: 889.112854
	Iteration 26Q: 3 clusters Score -1478746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1478736.000000 Penalty: 889.112854
	Iteration 27Q: 3 clusters Score -1478736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1478736.125000 Penalty: 889.112854
	Iteration 28Q: 3 clusters Score -1478736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1478729.000000 Penalty: 889.112854
	Iteration 29Q: 3 clusters Score -1478729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1478726.250000 Penalty: 889.112854
	Iteration 30Q: 3 clusters Score -1478726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1478720.250000 Penalty: 889.112854
	Iteration 31Q: 3 clusters Score -1478720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1478715.125000 Penalty: 889.112854
	Iteration 32Q: 3 clusters Score -1478715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1478713.000000 Penalty: 889.112854
	Iteration 33Q: 3 clusters Score -1478713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1478717.125000 Penalty: 889.112854
	Iteration 34Q: 3 clusters Score -1478717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1478712.875000 Penalty: 889.112854
	Iteration 35Q: 3 clusters Score -1478713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1478713.875000 Penalty: 889.112854
	Iteration 36Q: 3 clusters Score -1478714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1478713.875000 Penalty: 889.112854
	Iteration 37F: 3 clusters Score -1478714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 228 members 
Mstep: Class 62 contains 16083 members 
Entering Unmasked Estep 
Score: -14055143.000000 Penalty: 34861.976562
Splitting cluster 27 changes total score from -14039718.000000 to -14055143.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 28 (2745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Entering Unmasked Estep 
Score: -163685.250000 Penalty: 360.247894
	Iteration 0F: 2 clusters Score -163685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -161813.812500 Penalty: 720.495789
	Iteration 0F: 3 clusters Score -161813.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -162572.765625 Penalty: 720.495789
	Iteration 1F: 3 clusters Score -162572.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -162706.578125 Penalty: 720.495789
	Iteration 2F: 3 clusters Score -162706.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -162818.625000 Penalty: 720.495789
	Iteration 3F: 3 clusters Score -162818.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -162903.125000 Penalty: 720.495789
	Iteration 4F: 3 clusters Score -162903.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -162995.375000 Penalty: 720.495789
	Iteration 5Q: 3 clusters Score -162995.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -163111.750000 Penalty: 720.495789
	Iteration 6F: 3 clusters Score -163111.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -163236.500000 Penalty: 720.495789
	Iteration 7Q: 3 clusters Score -163236.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -163367.656250 Penalty: 720.495789
	Iteration 8Q: 3 clusters Score -163367.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -163526.750000 Penalty: 720.495789
	Iteration 9Q: 3 clusters Score -163526.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -163674.531250 Penalty: 720.495789
	Iteration 10Q: 3 clusters Score -163674.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -163742.125000 Penalty: 720.495789
	Iteration 11Q: 3 clusters Score -163742.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -163755.062500 Penalty: 720.495789
	Iteration 12Q: 3 clusters Score -163755.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163758.828125 Penalty: 720.495789
	Iteration 13Q: 3 clusters Score -163758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -163760.390625 Penalty: 720.495789
	Iteration 14Q: 3 clusters Score -163760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -163761.921875 Penalty: 720.495789
	Iteration 15Q: 3 clusters Score -163761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -163761.890625 Penalty: 720.495789
	Iteration 16Q: 3 clusters Score -163761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -163761.890625 Penalty: 720.495789
	Iteration 17F: 3 clusters Score -163761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 228 members 
Mstep: Class 62 contains 16083 members 
Mstep: Class 63 contains 922 members 
Entering Unmasked Estep 
Score: -14055030.000000 Penalty: 35424.265625
Splitting cluster 28 changes total score from -14039718.000000 to -14055030.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 29 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -61529.980469 Penalty: 319.823486
	Iteration 0F: 2 clusters Score -61529.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60653.046875 Penalty: 639.646973
	Iteration 0F: 3 clusters Score -60653.05 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61098.605469 Penalty: 639.646973
	Iteration 1F: 3 clusters Score -61098.61 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -61183.000000 Penalty: 639.646973
	Iteration 2F: 3 clusters Score -61183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -61219.230469 Penalty: 639.646973
	Iteration 3F: 3 clusters Score -61219.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -61246.652344 Penalty: 639.646973
	Iteration 4Q: 3 clusters Score -61246.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -61257.390625 Penalty: 639.646973
	Iteration 5Q: 3 clusters Score -61257.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -61269.246094 Penalty: 639.646973
	Iteration 6Q: 3 clusters Score -61269.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -61277.792969 Penalty: 639.646973
	Iteration 7Q: 3 clusters Score -61277.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -61285.847656 Penalty: 639.646973
	Iteration 8Q: 3 clusters Score -61285.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -61294.011719 Penalty: 639.646973
	Iteration 9Q: 3 clusters Score -61294.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -61304.929688 Penalty: 639.646973
	Iteration 10Q: 3 clusters Score -61304.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -61316.292969 Penalty: 639.646973
	Iteration 11Q: 3 clusters Score -61316.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -61330.335938 Penalty: 639.646973
	Iteration 12Q: 3 clusters Score -61330.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -61344.718750 Penalty: 639.646973
	Iteration 13Q: 3 clusters Score -61344.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -61354.578125 Penalty: 639.646973
	Iteration 14Q: 3 clusters Score -61354.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -61380.000000 Penalty: 639.646973
	Iteration 15Q: 3 clusters Score -61380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -61392.597656 Penalty: 639.646973
	Iteration 16Q: 3 clusters Score -61392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -61396.519531 Penalty: 639.646973
	Iteration 17Q: 3 clusters Score -61396.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -61400.503906 Penalty: 639.646973
	Iteration 18Q: 3 clusters Score -61400.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -61402.707031 Penalty: 639.646973
	Iteration 19Q: 3 clusters Score -61402.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -61406.210938 Penalty: 639.646973
	Iteration 20F: 3 clusters Score -61406.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -61413.980469 Penalty: 639.646973
	Iteration 21Q: 3 clusters Score -61413.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -61419.578125 Penalty: 639.646973
	Iteration 22Q: 3 clusters Score -61419.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -61425.632812 Penalty: 639.646973
	Iteration 23Q: 3 clusters Score -61425.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -61428.410156 Penalty: 639.646973
	Iteration 24Q: 3 clusters Score -61428.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -61429.671875 Penalty: 639.646973
	Iteration 25Q: 3 clusters Score -61429.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -61430.105469 Penalty: 639.646973
	Iteration 26Q: 3 clusters Score -61430.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -61430.105469 Penalty: 639.646973
	Iteration 27F: 3 clusters Score -61430.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7314.608398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -7314.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7079.336914 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -7079.337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7109.126953 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -7109.127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7135.340332 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -7135.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7147.702148 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -7147.702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7164.254883 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -7164.255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7164.254883 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -7164.255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Entering Unmasked Estep 
Score: -1328990.375000 Penalty: 452.044067
	Iteration 0F: 2 clusters Score -1328990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1315051.000000 Penalty: 904.088135
	Iteration 0F: 3 clusters Score -1315051 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1320651.375000 Penalty: 904.088135
	Iteration 1F: 3 clusters Score -1320651 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1320894.750000 Penalty: 904.088135
	Iteration 2Q: 3 clusters Score -1320895 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1321217.000000 Penalty: 904.088135
	Iteration 3Q: 3 clusters Score -1321217 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1321783.500000 Penalty: 904.088135
	Iteration 4F: 3 clusters Score -1321784 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1322807.625000 Penalty: 904.088135
	Iteration 5F: 3 clusters Score -1322808 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1324270.875000 Penalty: 904.088135
	Iteration 6F: 3 clusters Score -1324271 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1325960.375000 Penalty: 904.088135
	Iteration 7F: 3 clusters Score -1325960 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1327186.125000 Penalty: 904.088135
	Iteration 8F: 3 clusters Score -1327186 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1327827.375000 Penalty: 904.088135
	Iteration 9Q: 3 clusters Score -1327827 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1328103.250000 Penalty: 904.088135
	Iteration 10Q: 3 clusters Score -1328103 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1328232.375000 Penalty: 904.088135
	Iteration 11Q: 3 clusters Score -1328232 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1328310.750000 Penalty: 904.088135
	Iteration 12Q: 3 clusters Score -1328311 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1328370.750000 Penalty: 904.088135
	Iteration 13Q: 3 clusters Score -1328371 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1328418.250000 Penalty: 904.088135
	Iteration 14Q: 3 clusters Score -1328418 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1328459.250000 Penalty: 904.088135
	Iteration 15Q: 3 clusters Score -1328459 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1328488.250000 Penalty: 904.088135
	Iteration 16Q: 3 clusters Score -1328488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1328511.375000 Penalty: 904.088135
	Iteration 17Q: 3 clusters Score -1328511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1328531.750000 Penalty: 904.088135
	Iteration 18Q: 3 clusters Score -1328532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1328542.750000 Penalty: 904.088135
	Iteration 19Q: 3 clusters Score -1328543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1328558.250000 Penalty: 904.088135
	Iteration 20F: 3 clusters Score -1328558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1328576.000000 Penalty: 904.088135
	Iteration 21Q: 3 clusters Score -1328576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1328590.250000 Penalty: 904.088135
	Iteration 22Q: 3 clusters Score -1328590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1328594.625000 Penalty: 904.088135
	Iteration 23Q: 3 clusters Score -1328595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1328600.375000 Penalty: 904.088135
	Iteration 24Q: 3 clusters Score -1328600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1328607.875000 Penalty: 904.088135
	Iteration 25Q: 3 clusters Score -1328608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1328612.375000 Penalty: 904.088135
	Iteration 26Q: 3 clusters Score -1328612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1328611.750000 Penalty: 904.088135
	Iteration 27Q: 3 clusters Score -1328612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1328615.125000 Penalty: 904.088135
	Iteration 28Q: 3 clusters Score -1328615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1328618.625000 Penalty: 904.088135
	Iteration 29Q: 3 clusters Score -1328619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1328626.500000 Penalty: 904.088135
	Iteration 30Q: 3 clusters Score -1328626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1328627.500000 Penalty: 904.088135
	Iteration 31Q: 3 clusters Score -1328628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1328629.250000 Penalty: 904.088135
	Iteration 32Q: 3 clusters Score -1328629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1328632.125000 Penalty: 904.088135
	Iteration 33Q: 3 clusters Score -1328632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1328637.750000 Penalty: 904.088135
	Iteration 34Q: 3 clusters Score -1328638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1328642.000000 Penalty: 904.088135
	Iteration 35Q: 3 clusters Score -1328642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1328645.375000 Penalty: 904.088135
	Iteration 36Q: 3 clusters Score -1328645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1328653.125000 Penalty: 904.088135
	Iteration 37Q: 3 clusters Score -1328653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1328653.875000 Penalty: 904.088135
	Iteration 38Q: 3 clusters Score -1328654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1328656.375000 Penalty: 904.088135
	Iteration 39Q: 3 clusters Score -1328656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1328659.750000 Penalty: 904.088135
	Iteration 40F: 3 clusters Score -1328660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1328660.000000 Penalty: 904.088135
	Iteration 41Q: 3 clusters Score -1328660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1328662.250000 Penalty: 904.088135
	Iteration 42Q: 3 clusters Score -1328662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1328661.000000 Penalty: 904.088135
	Iteration 43Q: 3 clusters Score -1328661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1328663.375000 Penalty: 904.088135
	Iteration 44Q: 3 clusters Score -1328663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1328663.875000 Penalty: 904.088135
	Iteration 45Q: 3 clusters Score -1328664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1328669.625000 Penalty: 904.088135
	Iteration 46Q: 3 clusters Score -1328670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1328672.875000 Penalty: 904.088135
	Iteration 47Q: 3 clusters Score -1328673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1328679.250000 Penalty: 904.088135
	Iteration 48Q: 3 clusters Score -1328679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1328680.250000 Penalty: 904.088135
	Iteration 49Q: 3 clusters Score -1328680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1328682.750000 Penalty: 904.088135
	Iteration 50Q: 3 clusters Score -1328683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1328684.375000 Penalty: 904.088135
	Iteration 51Q: 3 clusters Score -1328684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1328683.875000 Penalty: 904.088135
	Iteration 52Q: 3 clusters Score -1328684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1328685.625000 Penalty: 904.088135
	Iteration 53Q: 3 clusters Score -1328686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1328684.625000 Penalty: 904.088135
	Iteration 54Q: 3 clusters Score -1328685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1328686.250000 Penalty: 904.088135
	Iteration 55Q: 3 clusters Score -1328686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1328685.125000 Penalty: 904.088135
	Iteration 56Q: 3 clusters Score -1328685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1328685.125000 Penalty: 904.088135
	Iteration 57F: 3 clusters Score -1328685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -100643.843750 Penalty: 344.921844
	Iteration 0F: 2 clusters Score -100643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -99280.609375 Penalty: 689.843689
	Iteration 0F: 3 clusters Score -99280.61 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -100913.257812 Penalty: 689.843689
	Iteration 1F: 3 clusters Score -100913.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101987.093750 Penalty: 689.843689
	Iteration 2F: 3 clusters Score -101987.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102405.156250 Penalty: 689.843689
	Iteration 3F: 3 clusters Score -102405.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102545.117188 Penalty: 689.843689
	Iteration 4Q: 3 clusters Score -102545.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102633.820312 Penalty: 689.843689
	Iteration 5Q: 3 clusters Score -102633.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102693.953125 Penalty: 689.843689
	Iteration 6Q: 3 clusters Score -102694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102732.140625 Penalty: 689.843689
	Iteration 7Q: 3 clusters Score -102732.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102745.625000 Penalty: 689.843689
	Iteration 8Q: 3 clusters Score -102745.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102752.359375 Penalty: 689.843689
	Iteration 9Q: 3 clusters Score -102752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -102754.031250 Penalty: 689.843689
	Iteration 10Q: 3 clusters Score -102754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102755.117188 Penalty: 689.843689
	Iteration 11Q: 3 clusters Score -102755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102755.406250 Penalty: 689.843689
	Iteration 12Q: 3 clusters Score -102755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102755.648438 Penalty: 689.843689
	Iteration 13Q: 3 clusters Score -102755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102756.398438 Penalty: 689.843689
	Iteration 14Q: 3 clusters Score -102756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102756.445312 Penalty: 689.843689
	Iteration 15Q: 3 clusters Score -102756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102756.445312 Penalty: 689.843689
	Iteration 16F: 3 clusters Score -102756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 228 members 
Mstep: Class 62 contains 16083 members 
Mstep: Class 63 contains 922 members 
Mstep: Class 64 contains 529 members 
Entering Unmasked Estep 
Score: -14056910.000000 Penalty: 35986.554688
Splitting cluster 32 changes total score from -14039718.000000 to -14056910.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 33 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -28138.255859 Penalty: 307.861725
	Iteration 0F: 2 clusters Score -28138.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -27471.814453 Penalty: 615.723450
	Iteration 0F: 3 clusters Score -27471.81 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -28642.554688 Penalty: 615.723450
	Iteration 1F: 3 clusters Score -28642.55 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -29233.070312 Penalty: 615.723450
	Iteration 2F: 3 clusters Score -29233.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -29371.185547 Penalty: 615.723450
	Iteration 3F: 3 clusters Score -29371.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -29402.066406 Penalty: 615.723450
	Iteration 4Q: 3 clusters Score -29402.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -29415.371094 Penalty: 615.723450
	Iteration 5Q: 3 clusters Score -29415.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -29429.507812 Penalty: 615.723450
	Iteration 6Q: 3 clusters Score -29429.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -29430.210938 Penalty: 615.723450
	Iteration 7Q: 3 clusters Score -29430.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -29431.251953 Penalty: 615.723450
	Iteration 8Q: 3 clusters Score -29431.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -29431.794922 Penalty: 615.723450
	Iteration 9Q: 3 clusters Score -29431.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -29432.691406 Penalty: 615.723450
	Iteration 10Q: 3 clusters Score -29432.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -29432.691406 Penalty: 615.723450
	Iteration 11F: 3 clusters Score -29432.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 152 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 228 members 
Mstep: Class 62 contains 16083 members 
Mstep: Class 63 contains 922 members 
Mstep: Class 64 contains 529 members 
Mstep: Class 65 contains 716 members 
Entering Unmasked Estep 
Score: -14057950.000000 Penalty: 36548.847656
Splitting cluster 33 changes total score from -14039718.000000 to -14057950.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 34 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -108304.562500 Penalty: 343.602905
	Iteration 0F: 2 clusters Score -108304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -106943.179688 Penalty: 687.205811
	Iteration 0F: 3 clusters Score -106943.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -107592.640625 Penalty: 687.205811
	Iteration 1F: 3 clusters Score -107592.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -107853.171875 Penalty: 687.205811
	Iteration 2F: 3 clusters Score -107853.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -108020.617188 Penalty: 687.205811
	Iteration 3F: 3 clusters Score -108020.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -108120.992188 Penalty: 687.205811
	Iteration 4F: 3 clusters Score -108121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -108147.953125 Penalty: 687.205811
	Iteration 5Q: 3 clusters Score -108148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -108162.226562 Penalty: 687.205811
	Iteration 6Q: 3 clusters Score -108162.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -108169.656250 Penalty: 687.205811
	Iteration 7Q: 3 clusters Score -108169.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -108174.468750 Penalty: 687.205811
	Iteration 8Q: 3 clusters Score -108174.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -108176.468750 Penalty: 687.205811
	Iteration 9Q: 3 clusters Score -108176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -108179.835938 Penalty: 687.205811
	Iteration 10Q: 3 clusters Score -108179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -108183.468750 Penalty: 687.205811
	Iteration 11Q: 3 clusters Score -108183.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -108185.679688 Penalty: 687.205811
	Iteration 12Q: 3 clusters Score -108185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -108186.835938 Penalty: 687.205811
	Iteration 13Q: 3 clusters Score -108186.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -108188.890625 Penalty: 687.205811
	Iteration 14Q: 3 clusters Score -108188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -108189.507812 Penalty: 687.205811
	Iteration 15Q: 3 clusters Score -108189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -108189.710938 Penalty: 687.205811
	Iteration 16Q: 3 clusters Score -108189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -108190.148438 Penalty: 687.205811
	Iteration 17Q: 3 clusters Score -108190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -108193.257812 Penalty: 687.205811
	Iteration 18Q: 3 clusters Score -108193.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -108195.531250 Penalty: 687.205811
	Iteration 19Q: 3 clusters Score -108195.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -108197.484375 Penalty: 687.205811
	Iteration 20F: 3 clusters Score -108197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -108198.070312 Penalty: 687.205811
	Iteration 21Q: 3 clusters Score -108198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -108198.335938 Penalty: 687.205811
	Iteration 22Q: 3 clusters Score -108198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -108198.281250 Penalty: 687.205811
	Iteration 23Q: 3 clusters Score -108198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -108198.367188 Penalty: 687.205811
	Iteration 24Q: 3 clusters Score -108198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -108198.367188 Penalty: 687.205811
	Iteration 25F: 3 clusters Score -108198.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -47119.640625 Penalty: 308.641296
	Iteration 0F: 2 clusters Score -47119.64 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 457 members 
Entering Unmasked Estep 
Score: -46385.906250 Penalty: 617.282593
	Iteration 0F: 3 clusters Score -46385.91 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -46628.714844 Penalty: 617.282593
	Iteration 1F: 3 clusters Score -46628.71 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46724.410156 Penalty: 617.282593
	Iteration 2F: 3 clusters Score -46724.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -46808.562500 Penalty: 617.282593
	Iteration 3F: 3 clusters Score -46808.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -46896.109375 Penalty: 617.282593
	Iteration 4F: 3 clusters Score -46896.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -46956.527344 Penalty: 617.282593
	Iteration 5F: 3 clusters Score -46956.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -46995.261719 Penalty: 617.282593
	Iteration 6Q: 3 clusters Score -46995.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -47052.066406 Penalty: 617.282593
	Iteration 7Q: 3 clusters Score -47052.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -47106.660156 Penalty: 617.282593
	Iteration 8Q: 3 clusters Score -47106.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -47159.398438 Penalty: 617.282593
	Iteration 9Q: 3 clusters Score -47159.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -47216.355469 Penalty: 617.282593
	Iteration 10Q: 3 clusters Score -47216.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47258.851562 Penalty: 617.282593
	Iteration 11Q: 3 clusters Score -47258.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47274.585938 Penalty: 617.282593
	Iteration 12Q: 3 clusters Score -47274.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -47282.089844 Penalty: 617.282593
	Iteration 13Q: 3 clusters Score -47282.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -47283.250000 Penalty: 617.282593
	Iteration 14Q: 3 clusters Score -47283.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -47283.605469 Penalty: 617.282593
	Iteration 15Q: 3 clusters Score -47283.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -47283.605469 Penalty: 617.282593
	Iteration 16F: 3 clusters Score -47283.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 152 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 228 members 
Mstep: Class 62 contains 16083 members 
Mstep: Class 63 contains 922 members 
Mstep: Class 64 contains 529 members 
Mstep: Class 65 contains 716 members 
Mstep: Class 66 contains 446 members 
Entering Unmasked Estep 
Score: -14057867.000000 Penalty: 37111.136719
Splitting cluster 35 changes total score from -14039718.000000 to -14057867.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 36 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -23401.060547 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -23401.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23024.771484 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -23024.77 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23207.441406 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -23207.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23262.060547 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -23262.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23300.236328 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -23300.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23324.185547 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -23324.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23341.048828 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -23341.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23359.839844 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -23359.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23372.826172 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -23372.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23373.656250 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -23373.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23373.656250 Penalty: 542.451477
	Iteration 9F: 3 clusters Score -23373.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -64821.507812 Penalty: 316.911163
	Iteration 0F: 2 clusters Score -64821.51 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 527 members 
Entering Unmasked Estep 
Score: -63987.304688 Penalty: 633.822327
	Iteration 0F: 3 clusters Score -63987.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64622.210938 Penalty: 633.822327
	Iteration 1F: 3 clusters Score -64622.21 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64902.695312 Penalty: 633.822327
	Iteration 2F: 3 clusters Score -64902.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65062.890625 Penalty: 633.822327
	Iteration 3F: 3 clusters Score -65062.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65105.449219 Penalty: 633.822327
	Iteration 4Q: 3 clusters Score -65105.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65127.519531 Penalty: 633.822327
	Iteration 5Q: 3 clusters Score -65127.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65149.289062 Penalty: 633.822327
	Iteration 6Q: 3 clusters Score -65149.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65158.656250 Penalty: 633.822327
	Iteration 7Q: 3 clusters Score -65158.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -65173.835938 Penalty: 633.822327
	Iteration 8Q: 3 clusters Score -65173.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65200.187500 Penalty: 633.822327
	Iteration 9Q: 3 clusters Score -65200.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65217.128906 Penalty: 633.822327
	Iteration 10Q: 3 clusters Score -65217.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65234.589844 Penalty: 633.822327
	Iteration 11Q: 3 clusters Score -65234.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65283.851562 Penalty: 633.822327
	Iteration 12Q: 3 clusters Score -65283.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65358.648438 Penalty: 633.822327
	Iteration 13Q: 3 clusters Score -65358.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65431.792969 Penalty: 633.822327
	Iteration 14Q: 3 clusters Score -65431.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -65485.753906 Penalty: 633.822327
	Iteration 15Q: 3 clusters Score -65485.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -65523.449219 Penalty: 633.822327
	Iteration 16Q: 3 clusters Score -65523.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -65532.230469 Penalty: 633.822327
	Iteration 17Q: 3 clusters Score -65532.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -65535.035156 Penalty: 633.822327
	Iteration 18Q: 3 clusters Score -65535.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -65537.093750 Penalty: 633.822327
	Iteration 19Q: 3 clusters Score -65537.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -65540.953125 Penalty: 633.822327
	Iteration 20F: 3 clusters Score -65540.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -65543.140625 Penalty: 633.822327
	Iteration 21Q: 3 clusters Score -65543.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -65545.960938 Penalty: 633.822327
	Iteration 22Q: 3 clusters Score -65545.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -65550.320312 Penalty: 633.822327
	Iteration 23Q: 3 clusters Score -65550.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -65552.039062 Penalty: 633.822327
	Iteration 24Q: 3 clusters Score -65552.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -65552.273438 Penalty: 633.822327
	Iteration 25Q: 3 clusters Score -65552.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -65552.273438 Penalty: 633.822327
	Iteration 26F: 3 clusters Score -65552.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 152 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 522 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 228 members 
Mstep: Class 62 contains 16083 members 
Mstep: Class 63 contains 922 members 
Mstep: Class 64 contains 529 members 
Mstep: Class 65 contains 716 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 537 members 
Entering Unmasked Estep 
Score: -14058361.000000 Penalty: 37673.425781
Splitting cluster 37 changes total score from -14039718.000000 to -14058361.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 38 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -196765.437500 Penalty: 363.939545
	Iteration 0F: 2 clusters Score -196765.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -194744.531250 Penalty: 727.879089
	Iteration 0F: 3 clusters Score -194744.5 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -197016.796875 Penalty: 727.879089
	Iteration 1F: 3 clusters Score -197016.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -198561.609375 Penalty: 727.879089
	Iteration 2F: 3 clusters Score -198561.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -200420.203125 Penalty: 727.879089
	Iteration 3F: 3 clusters Score -200420.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -201631.500000 Penalty: 727.879089
	Iteration 4F: 3 clusters Score -201631.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -202007.343750 Penalty: 727.879089
	Iteration 5Q: 3 clusters Score -202007.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -202138.312500 Penalty: 727.879089
	Iteration 6Q: 3 clusters Score -202138.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -202201.531250 Penalty: 727.879089
	Iteration 7Q: 3 clusters Score -202201.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -202250.359375 Penalty: 727.879089
	Iteration 8Q: 3 clusters Score -202250.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -202293.312500 Penalty: 727.879089
	Iteration 9Q: 3 clusters Score -202293.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -202304.750000 Penalty: 727.879089
	Iteration 10Q: 3 clusters Score -202304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -202307.093750 Penalty: 727.879089
	Iteration 11Q: 3 clusters Score -202307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -202309.390625 Penalty: 727.879089
	Iteration 12Q: 3 clusters Score -202309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -202314.515625 Penalty: 727.879089
	Iteration 13Q: 3 clusters Score -202314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -202315.437500 Penalty: 727.879089
	Iteration 14Q: 3 clusters Score -202315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -202315.500000 Penalty: 727.879089
	Iteration 15Q: 3 clusters Score -202315.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -202315.500000 Penalty: 727.879089
	Iteration 16F: 3 clusters Score -202315.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 152 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 522 members 
Mstep: Class 38 contains 1779 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 3278 members 
Mstep: Class 41 contains 53 members 
Mstep: Class 42 contains 285 members 
Mstep: Class 43 contains 83 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 823 members 
Mstep: Class 47 contains 304 members 
Mstep: Class 48 contains 94 members 
Mstep: Class 49 contains 255 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 242 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 59 contains 20 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 228 members 
Mstep: Class 62 contains 16083 members 
Mstep: Class 63 contains 922 members 
Mstep: Class 64 contains 529 members 
Mstep: Class 65 contains 716 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 537 members 
Mstep: Class 68 contains 1198 members 
Entering Unmasked Estep 
Score: -14063723.000000 Penalty: 38235.714844
Splitting cluster 38 changes total score from -14039718.000000 to -14063723.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 39 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -145794.859375 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -145794.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -144053.718750 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -144053.7 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -144670.906250 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -144670.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144790.890625 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -144790.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -144870.937500 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -144870.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144929.656250 Penalty: 708.689514
	Iteration 4Q: 3 clusters Score -144929.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -144975.546875 Penalty: 708.689514
	Iteration 5Q: 3 clusters Score -144975.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145023.687500 Penalty: 708.689514
	Iteration 6Q: 3 clusters Score -145023.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145069.578125 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -145069.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145119.484375 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -145119.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145161.593750 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -145161.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -145216.562500 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -145216.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -145277.046875 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -145277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -145340.875000 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -145340.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -145406.000000 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -145406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -145495.484375 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -145495.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -145537.859375 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -145537.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -145554.062500 Penalty: 708.689514
	Iteration 16Q: 3 clusters Score -145554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -145562.656250 Penalty: 708.689514
	Iteration 17Q: 3 clusters Score -145562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -145573.171875 Penalty: 708.689514
	Iteration 18Q: 3 clusters Score -145573.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -145578.937500 Penalty: 708.689514
	Iteration 19Q: 3 clusters Score -145578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -145582.671875 Penalty: 708.689514
	Iteration 20F: 3 clusters Score -145582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1253 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 319 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 119054 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 9177 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1426 members 
Mstep: Class 28 contains 1823 members 
Mstep: Class 29 contains 1129 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20641 members 
Mstep: Class 32 contains 1431 members 
Mstep: Class 33 contains 152 members 
Mstep: Class 34 contains 1904 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 388 members 
Mstep: Class 37 contains 522 members 
Mstep: Class 38 contains 1779 members 
Mstep: Class 39 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 59. Lose 446.466705 but Gain 562.289062
Score: -14065848.000000 Penalty: 37673.425781
Iteration 79Q: 68 clusters Score -1.406585e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 1246 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 122 members 
Mstep: Class 10 contains 350 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 119202 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 22187 members 
Mstep: Class 16 contains 140 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 9136 members 
Mstep: Class 22 contains 1145 members 
Mstep: Class 23 contains 43 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 1584 members 
Mstep: Class 28 contains 1856 members 
Mstep: Class 29 contains 1124 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20677 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 160 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 504 members 
Mstep: Class 36 contains 391 members 
Mstep: Class 37 contains 531 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 2421 members 
Mstep: Class 40 contains 3274 members 
Mstep: Class 41 contains 52 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 85 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1569 members 
Mstep: Class 46 contains 804 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 106 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 1133 members 
Mstep: Class 52 contains 141 members 
Mstep: Class 53 contains 409 members 
Mstep: Class 54 contains 237 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 802 members 
Mstep: Class 57 contains 331 members 
Mstep: Class 58 contains 454 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 228 members 
Mstep: Class 62 contains 16070 members 
Mstep: Class 63 contains 917 members 
Mstep: Class 64 contains 526 members 
Mstep: Class 65 contains 684 members 
Mstep: Class 66 contains 437 members 
Mstep: Class 67 contains 526 members 
Mstep: Class 68 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 451.338684 but Gain 562.289062
Score: -14072279.000000 Penalty: 37111.136719
Iteration 80F: 67 clusters Score -1.407228e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 744 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 521 members 
Mstep: Class 6 contains 692 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 1974 members 
Mstep: Class 9 contains 133 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 340 members 
Mstep: Class 12 contains 119219 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 21968 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 9062 members 
Mstep: Class 22 contains 1132 members 
Mstep: Class 23 contains 47 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1641 members 
Mstep: Class 28 contains 1830 members 
Mstep: Class 29 contains 1118 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20672 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 1912 members 
Mstep: Class 35 contains 505 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 1707 members 
Mstep: Class 39 contains 2380 members 
Mstep: Class 40 contains 3268 members 
Mstep: Class 42 contains 267 members 
Mstep: Class 43 contains 80 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1632 members 
Mstep: Class 46 contains 824 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 112 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 1360 members 
Mstep: Class 52 contains 151 members 
Mstep: Class 53 contains 445 members 
Mstep: Class 54 contains 251 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 793 members 
Mstep: Class 57 contains 322 members 
Mstep: Class 58 contains 455 members 
Mstep: Class 60 contains 359 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 16091 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 581 members 
Mstep: Class 65 contains 685 members 
Mstep: Class 66 contains 450 members 
Mstep: Class 67 contains 532 members 
Mstep: Class 68 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14092966.000000 Penalty: 37111.136719
Iteration 81Q: 67 clusters Score -1.409297e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 474 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 532 members 
Mstep: Class 6 contains 683 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 134 members 
Mstep: Class 10 contains 358 members 
Mstep: Class 11 contains 345 members 
Mstep: Class 12 contains 119262 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 21789 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 288 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 47 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 641 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 1811 members 
Mstep: Class 29 contains 1116 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20670 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 893 members 
Mstep: Class 34 contains 1908 members 
Mstep: Class 35 contains 509 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 548 members 
Mstep: Class 38 contains 1615 members 
Mstep: Class 39 contains 2353 members 
Mstep: Class 40 contains 3262 members 
Mstep: Class 42 contains 272 members 
Mstep: Class 43 contains 78 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1658 members 
Mstep: Class 46 contains 838 members 
Mstep: Class 47 contains 262 members 
Mstep: Class 48 contains 123 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 317 members 
Mstep: Class 51 contains 1527 members 
Mstep: Class 52 contains 154 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 251 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 793 members 
Mstep: Class 57 contains 313 members 
Mstep: Class 58 contains 456 members 
Mstep: Class 60 contains 370 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16110 members 
Mstep: Class 63 contains 898 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 464 members 
Mstep: Class 67 contains 535 members 
Mstep: Class 68 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14095319.000000 Penalty: 37111.136719
Iteration 82Q: 67 clusters Score -1.409532e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 541 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 138 members 
Mstep: Class 10 contains 356 members 
Mstep: Class 11 contains 351 members 
Mstep: Class 12 contains 119271 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 922 members 
Mstep: Class 15 contains 21654 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 650 members 
Mstep: Class 20 contains 1287 members 
Mstep: Class 21 contains 8995 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 47 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 1793 members 
Mstep: Class 29 contains 1113 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20686 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 879 members 
Mstep: Class 34 contains 1909 members 
Mstep: Class 35 contains 512 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 1539 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 3261 members 
Mstep: Class 42 contains 280 members 
Mstep: Class 43 contains 74 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1671 members 
Mstep: Class 46 contains 857 members 
Mstep: Class 47 contains 260 members 
Mstep: Class 48 contains 133 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 321 members 
Mstep: Class 51 contains 1651 members 
Mstep: Class 52 contains 157 members 
Mstep: Class 53 contains 481 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 793 members 
Mstep: Class 57 contains 304 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 376 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16133 members 
Mstep: Class 63 contains 890 members 
Mstep: Class 64 contains 572 members 
Mstep: Class 65 contains 700 members 
Mstep: Class 66 contains 474 members 
Mstep: Class 67 contains 541 members 
Mstep: Class 68 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14096195.000000 Penalty: 37111.136719
Iteration 83Q: 67 clusters Score -1.40962e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 97 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 119272 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 21549 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 645 members 
Mstep: Class 20 contains 1314 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 1099 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 669 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1771 members 
Mstep: Class 28 contains 1769 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20699 members 
Mstep: Class 32 contains 1446 members 
Mstep: Class 33 contains 863 members 
Mstep: Class 34 contains 1909 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 1493 members 
Mstep: Class 39 contains 2335 members 
Mstep: Class 40 contains 3256 members 
Mstep: Class 42 contains 284 members 
Mstep: Class 43 contains 70 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 872 members 
Mstep: Class 47 contains 262 members 
Mstep: Class 48 contains 139 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 324 members 
Mstep: Class 51 contains 1756 members 
Mstep: Class 52 contains 159 members 
Mstep: Class 53 contains 491 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 583 members 
Mstep: Class 56 contains 794 members 
Mstep: Class 57 contains 292 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 376 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16164 members 
Mstep: Class 63 contains 885 members 
Mstep: Class 64 contains 567 members 
Mstep: Class 65 contains 707 members 
Mstep: Class 66 contains 476 members 
Mstep: Class 67 contains 548 members 
Mstep: Class 68 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14097061.000000 Penalty: 37111.136719
Iteration 84Q: 67 clusters Score -1.409706e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 98 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 667 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 139 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119264 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 15 contains 21453 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 391 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 639 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 1747 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20715 members 
Mstep: Class 32 contains 1447 members 
Mstep: Class 33 contains 852 members 
Mstep: Class 34 contains 1910 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 1459 members 
Mstep: Class 39 contains 2328 members 
Mstep: Class 40 contains 3252 members 
Mstep: Class 42 contains 290 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1638 members 
Mstep: Class 46 contains 887 members 
Mstep: Class 47 contains 263 members 
Mstep: Class 48 contains 142 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 325 members 
Mstep: Class 51 contains 1858 members 
Mstep: Class 52 contains 162 members 
Mstep: Class 53 contains 493 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 583 members 
Mstep: Class 56 contains 795 members 
Mstep: Class 57 contains 285 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 376 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16187 members 
Mstep: Class 63 contains 879 members 
Mstep: Class 64 contains 566 members 
Mstep: Class 65 contains 709 members 
Mstep: Class 66 contains 479 members 
Mstep: Class 67 contains 554 members 
Mstep: Class 68 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14097521.000000 Penalty: 37111.136719
Iteration 85Q: 67 clusters Score -1.409752e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 473 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 556 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1819 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119242 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 885 members 
Mstep: Class 15 contains 21371 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 635 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 8967 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20739 members 
Mstep: Class 32 contains 1448 members 
Mstep: Class 33 contains 841 members 
Mstep: Class 34 contains 1908 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 550 members 
Mstep: Class 38 contains 1425 members 
Mstep: Class 39 contains 2324 members 
Mstep: Class 40 contains 3250 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1629 members 
Mstep: Class 46 contains 894 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 143 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 324 members 
Mstep: Class 51 contains 1950 members 
Mstep: Class 52 contains 164 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 795 members 
Mstep: Class 57 contains 281 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 375 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16209 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 564 members 
Mstep: Class 65 contains 713 members 
Mstep: Class 66 contains 483 members 
Mstep: Class 67 contains 557 members 
Mstep: Class 68 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14097742.000000 Penalty: 37111.136719
Iteration 86Q: 67 clusters Score -1.409774e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1781 members 
Mstep: Class 9 contains 131 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119218 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 15 contains 21308 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 21 contains 8954 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 685 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1918 members 
Mstep: Class 28 contains 1723 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20757 members 
Mstep: Class 32 contains 1449 members 
Mstep: Class 33 contains 835 members 
Mstep: Class 34 contains 1903 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 553 members 
Mstep: Class 38 contains 1404 members 
Mstep: Class 39 contains 2319 members 
Mstep: Class 40 contains 3246 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1619 members 
Mstep: Class 46 contains 896 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 324 members 
Mstep: Class 51 contains 2035 members 
Mstep: Class 52 contains 166 members 
Mstep: Class 53 contains 501 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 798 members 
Mstep: Class 57 contains 276 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 376 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16223 members 
Mstep: Class 63 contains 889 members 
Mstep: Class 64 contains 562 members 
Mstep: Class 65 contains 715 members 
Mstep: Class 66 contains 486 members 
Mstep: Class 67 contains 558 members 
Mstep: Class 68 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14097972.000000 Penalty: 37111.136719
Iteration 87Q: 67 clusters Score -1.409797e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 479 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119197 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 21252 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 1391 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 1090 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 688 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1948 members 
Mstep: Class 28 contains 1715 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20770 members 
Mstep: Class 32 contains 1451 members 
Mstep: Class 33 contains 829 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 555 members 
Mstep: Class 38 contains 1385 members 
Mstep: Class 39 contains 2312 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1613 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 145 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 323 members 
Mstep: Class 51 contains 2111 members 
Mstep: Class 52 contains 166 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 801 members 
Mstep: Class 57 contains 275 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 375 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16239 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 560 members 
Mstep: Class 65 contains 716 members 
Mstep: Class 66 contains 487 members 
Mstep: Class 67 contains 558 members 
Mstep: Class 68 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098128.000000 Penalty: 37111.136719
Iteration 88Q: 67 clusters Score -1.409813e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119191 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 21200 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 1400 members 
Mstep: Class 21 contains 8946 members 
Mstep: Class 22 contains 1092 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1977 members 
Mstep: Class 28 contains 1701 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20779 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 827 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 2311 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1605 members 
Mstep: Class 46 contains 898 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 322 members 
Mstep: Class 51 contains 2165 members 
Mstep: Class 52 contains 166 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 806 members 
Mstep: Class 57 contains 275 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16251 members 
Mstep: Class 63 contains 903 members 
Mstep: Class 64 contains 559 members 
Mstep: Class 65 contains 719 members 
Mstep: Class 66 contains 487 members 
Mstep: Class 67 contains 559 members 
Mstep: Class 68 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098240.000000 Penalty: 37111.136719
Iteration 89Q: 67 clusters Score -1.409824e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 479 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119197 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 21160 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 1405 members 
Mstep: Class 21 contains 8939 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1988 members 
Mstep: Class 28 contains 1698 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20788 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 1340 members 
Mstep: Class 39 contains 2309 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1598 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 322 members 
Mstep: Class 51 contains 2205 members 
Mstep: Class 52 contains 167 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 811 members 
Mstep: Class 57 contains 273 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 372 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16271 members 
Mstep: Class 63 contains 903 members 
Mstep: Class 64 contains 558 members 
Mstep: Class 65 contains 720 members 
Mstep: Class 66 contains 487 members 
Mstep: Class 67 contains 565 members 
Mstep: Class 68 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098364.000000 Penalty: 37111.136719
Iteration 90Q: 67 clusters Score -1.409836e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119201 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 21124 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 1408 members 
Mstep: Class 21 contains 8937 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1990 members 
Mstep: Class 28 contains 1698 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20796 members 
Mstep: Class 32 contains 1454 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1899 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 557 members 
Mstep: Class 38 contains 1312 members 
Mstep: Class 39 contains 2303 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1595 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 322 members 
Mstep: Class 51 contains 2243 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 814 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 372 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16291 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 557 members 
Mstep: Class 65 contains 720 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 570 members 
Mstep: Class 68 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098410.000000 Penalty: 37111.136719
Iteration 91Q: 67 clusters Score -1.409841e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119201 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 1420 members 
Mstep: Class 21 contains 8938 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1988 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20803 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 555 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2304 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1595 members 
Mstep: Class 46 contains 900 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 320 members 
Mstep: Class 51 contains 2275 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 816 members 
Mstep: Class 57 contains 265 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16302 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 719 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 575 members 
Mstep: Class 68 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098471.000000 Penalty: 37111.136719
Iteration 92Q: 67 clusters Score -1.409847e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1710 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119203 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 21067 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 8934 members 
Mstep: Class 22 contains 1090 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1988 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20804 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 547 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1598 members 
Mstep: Class 46 contains 900 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 316 members 
Mstep: Class 51 contains 2303 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 499 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 817 members 
Mstep: Class 57 contains 261 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16308 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 718 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 584 members 
Mstep: Class 68 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098542.000000 Penalty: 37111.136719
Iteration 93Q: 67 clusters Score -1.409854e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119200 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 21049 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 8930 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1984 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20807 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 547 members 
Mstep: Class 38 contains 1263 members 
Mstep: Class 39 contains 2311 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 900 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 2321 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 820 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16313 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 716 members 
Mstep: Class 66 contains 490 members 
Mstep: Class 67 contains 589 members 
Mstep: Class 68 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098588.000000 Penalty: 37111.136719
Iteration 94Q: 67 clusters Score -1.409859e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119200 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 21036 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 8929 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1978 members 
Mstep: Class 28 contains 1695 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20807 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 534 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 1248 members 
Mstep: Class 39 contains 2314 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1612 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 2334 members 
Mstep: Class 52 contains 172 members 
Mstep: Class 53 contains 497 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 824 members 
Mstep: Class 57 contains 261 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16324 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 715 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 595 members 
Mstep: Class 68 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098679.000000 Penalty: 37111.136719
Iteration 95Q: 67 clusters Score -1.409868e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119200 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 21021 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 1449 members 
Mstep: Class 21 contains 8928 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1970 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20814 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 538 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 2317 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 2342 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 829 members 
Mstep: Class 57 contains 261 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16333 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 715 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 603 members 
Mstep: Class 68 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098731.000000 Penalty: 37111.136719
Iteration 96Q: 67 clusters Score -1.409873e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1721 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119203 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 21004 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 1452 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1970 members 
Mstep: Class 28 contains 1693 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20818 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 532 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 2320 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1611 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 314 members 
Mstep: Class 51 contains 2354 members 
Mstep: Class 52 contains 172 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 834 members 
Mstep: Class 57 contains 259 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16336 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 715 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098750.000000 Penalty: 37111.136719
Iteration 97Q: 67 clusters Score -1.409875e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119190 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 824 members 
Mstep: Class 15 contains 20993 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 1455 members 
Mstep: Class 21 contains 8923 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1971 members 
Mstep: Class 28 contains 1692 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20826 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 527 members 
Mstep: Class 38 contains 1211 members 
Mstep: Class 39 contains 2319 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1612 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 2369 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 836 members 
Mstep: Class 57 contains 258 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16337 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 715 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 617 members 
Mstep: Class 68 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098748.000000 Penalty: 37111.136719
Iteration 98Q: 67 clusters Score -1.409875e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119176 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 20989 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 8921 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1971 members 
Mstep: Class 28 contains 1691 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20838 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 523 members 
Mstep: Class 38 contains 1197 members 
Mstep: Class 39 contains 2320 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 316 members 
Mstep: Class 51 contains 2381 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 837 members 
Mstep: Class 57 contains 257 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 374 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16338 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 715 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 621 members 
Mstep: Class 68 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14098799.000000 Penalty: 37111.136719
Iteration 99Q: 67 clusters Score -1.40988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 130 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 119159 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 20982 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 629 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 48 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1971 members 
Mstep: Class 28 contains 1691 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20847 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 825 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 520 members 
Mstep: Class 38 contains 1189 members 
Mstep: Class 39 contains 2319 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 69 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1617 members 
Mstep: Class 46 contains 899 members 
Mstep: Class 47 contains 267 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 316 members 
Mstep: Class 51 contains 2394 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 839 members 
Mstep: Class 57 contains 257 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 374 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16339 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 715 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 624 members 
Mstep: Class 68 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14107702.000000 Penalty: 37111.136719
Iteration 100F: 67 clusters Score -1.41077e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 135 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 119137 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 20969 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 1999 members 
Mstep: Class 28 contains 1691 members 
Mstep: Class 29 contains 1109 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20856 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 546 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 2320 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 70 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 897 members 
Mstep: Class 47 contains 270 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 316 members 
Mstep: Class 51 contains 2409 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 835 members 
Mstep: Class 57 contains 257 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 381 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16340 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 556 members 
Mstep: Class 65 contains 711 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14109947.000000 Penalty: 37111.136719
Iteration 101Q: 67 clusters Score -1.410995e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 119122 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 20951 members 
Mstep: Class 16 contains 146 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 695 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2010 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20865 members 
Mstep: Class 32 contains 1456 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 1122 members 
Mstep: Class 39 contains 2319 members 
Mstep: Class 40 contains 3245 members 
Mstep: Class 42 contains 301 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1680 members 
Mstep: Class 46 contains 902 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 150 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 2427 members 
Mstep: Class 52 contains 172 members 
Mstep: Class 53 contains 501 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 831 members 
Mstep: Class 57 contains 258 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 386 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16356 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 555 members 
Mstep: Class 65 contains 706 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 638 members 
Mstep: Class 68 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14110462.000000 Penalty: 37111.136719
Iteration 102Q: 67 clusters Score -1.411046e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 651 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 129 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 119118 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 20926 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 696 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2027 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20870 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1895 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 575 members 
Mstep: Class 38 contains 1091 members 
Mstep: Class 39 contains 2319 members 
Mstep: Class 40 contains 3243 members 
Mstep: Class 42 contains 302 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1695 members 
Mstep: Class 46 contains 910 members 
Mstep: Class 47 contains 274 members 
Mstep: Class 48 contains 150 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 310 members 
Mstep: Class 51 contains 2451 members 
Mstep: Class 52 contains 174 members 
Mstep: Class 53 contains 500 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 826 members 
Mstep: Class 57 contains 258 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 389 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16372 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 705 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 661 members 
Mstep: Class 68 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14111177.000000 Penalty: 37111.136719
Iteration 103Q: 67 clusters Score -1.411118e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 100 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1677 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 363 members 
Mstep: Class 12 contains 119108 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 20907 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 8906 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2042 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20873 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 564 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 2317 members 
Mstep: Class 40 contains 3243 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1696 members 
Mstep: Class 46 contains 915 members 
Mstep: Class 47 contains 274 members 
Mstep: Class 48 contains 153 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 2470 members 
Mstep: Class 52 contains 175 members 
Mstep: Class 53 contains 498 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 829 members 
Mstep: Class 57 contains 259 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 389 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16393 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 704 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 687 members 
Mstep: Class 68 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14111893.000000 Penalty: 37111.136719
Iteration 104Q: 67 clusters Score -1.411189e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 12 contains 119104 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 15 contains 20892 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 1375 members 
Mstep: Class 21 contains 8902 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 700 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20876 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 2317 members 
Mstep: Class 40 contains 3244 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1675 members 
Mstep: Class 46 contains 916 members 
Mstep: Class 47 contains 274 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 2481 members 
Mstep: Class 52 contains 175 members 
Mstep: Class 53 contains 497 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 830 members 
Mstep: Class 57 contains 259 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 390 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16414 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 698 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 716 members 
Mstep: Class 68 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14112148.000000 Penalty: 37111.136719
Iteration 105Q: 67 clusters Score -1.411215e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 12 contains 119105 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 15 contains 20884 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1367 members 
Mstep: Class 21 contains 8899 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20877 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 527 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 2317 members 
Mstep: Class 40 contains 3243 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1646 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 161 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2484 members 
Mstep: Class 52 contains 172 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 837 members 
Mstep: Class 57 contains 259 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 390 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16433 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 694 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 748 members 
Mstep: Class 68 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14112384.000000 Penalty: 37111.136719
Iteration 106Q: 67 clusters Score -1.411238e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1620 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 12 contains 119107 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 20871 members 
Mstep: Class 16 contains 142 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1348 members 
Mstep: Class 21 contains 8896 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20881 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 510 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 2318 members 
Mstep: Class 40 contains 3242 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 272 members 
Mstep: Class 48 contains 165 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2488 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 847 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 392 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16450 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 692 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 772 members 
Mstep: Class 68 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14112769.000000 Penalty: 37111.136719
Iteration 107Q: 67 clusters Score -1.411277e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1602 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 354 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119100 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 20864 members 
Mstep: Class 16 contains 142 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 620 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 8892 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 702 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20888 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1893 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 503 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 2318 members 
Mstep: Class 40 contains 3240 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1588 members 
Mstep: Class 46 contains 916 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 171 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2494 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 859 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 391 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16468 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 690 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 792 members 
Mstep: Class 68 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14113182.000000 Penalty: 37111.136719
Iteration 108Q: 67 clusters Score -1.411318e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119091 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 20858 members 
Mstep: Class 16 contains 142 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 703 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2184 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20892 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 499 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 2318 members 
Mstep: Class 40 contains 3239 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1565 members 
Mstep: Class 46 contains 915 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 173 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2499 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 495 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 873 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 390 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16480 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 685 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 812 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14113746.000000 Penalty: 37111.136719
Iteration 109Q: 67 clusters Score -1.411375e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119084 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 20855 members 
Mstep: Class 16 contains 142 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 8887 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2195 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20895 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 2315 members 
Mstep: Class 40 contains 3237 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1546 members 
Mstep: Class 46 contains 914 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 179 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 2502 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 497 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 387 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16502 members 
Mstep: Class 63 contains 908 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 675 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 826 members 
Mstep: Class 68 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14113869.000000 Penalty: 37111.136719
Iteration 110Q: 67 clusters Score -1.411387e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119082 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 776 members 
Mstep: Class 15 contains 20849 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1312 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 708 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20900 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 489 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 2315 members 
Mstep: Class 40 contains 3235 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1536 members 
Mstep: Class 46 contains 916 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 2506 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 867 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 384 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16520 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 670 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 839 members 
Mstep: Class 68 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14113900.000000 Penalty: 37111.136719
Iteration 111Q: 67 clusters Score -1.41139e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1538 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 119084 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 20841 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2212 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20904 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 484 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 2315 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1528 members 
Mstep: Class 46 contains 917 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 185 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 2507 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 495 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 859 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 381 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16532 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 667 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 851 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14113993.000000 Penalty: 37111.136719
Iteration 112Q: 67 clusters Score -1.411399e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1531 members 
Mstep: Class 9 contains 128 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119076 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 20840 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 8892 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2219 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20912 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 526 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 477 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 2314 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1522 members 
Mstep: Class 46 contains 918 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2508 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 853 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 380 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16539 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 664 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14114049.000000 Penalty: 37111.136719
Iteration 113Q: 67 clusters Score -1.411405e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119077 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20837 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 8890 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 721 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2227 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20912 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 465 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 919 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 851 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 372 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16543 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 664 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 875 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14114099.000000 Penalty: 37111.136719
Iteration 114Q: 67 clusters Score -1.41141e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119071 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20836 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 724 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2242 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20919 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 455 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1510 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 497 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 851 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 369 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16547 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 884 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14114097.000000 Penalty: 37111.136719
Iteration 115Q: 67 clusters Score -1.41141e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119066 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20835 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 618 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 726 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2255 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20922 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 446 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1506 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 496 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 366 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16554 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 664 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 894 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14114131.000000 Penalty: 37111.136719
Iteration 116Q: 67 clusters Score -1.411413e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119066 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20833 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 727 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20923 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 443 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1500 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 495 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 367 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16559 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 662 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 896 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14114170.000000 Penalty: 37111.136719
Iteration 117Q: 67 clusters Score -1.411417e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1492 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1473 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119064 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20832 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 729 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20925 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 442 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1495 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 491 members 
Mstep: Class 54 contains 250 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 365 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16562 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 662 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 897 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14114182.000000 Penalty: 37111.136719
Iteration 118Q: 67 clusters Score -1.411418e+07 nChanged 35
Entering ConstructFrom: 
Score: -14114182.000000 Penalty: 37111.136719
Entering ConstructFrom: 
Trying to split cluster 1 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -33170.031250 Penalty: 289.360596
	Iteration 0F: 2 clusters Score -33170.03 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 263 members 
Entering Unmasked Estep 
Score: -32639.740234 Penalty: 578.721191
	Iteration 0F: 3 clusters Score -32639.74 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32812.207031 Penalty: 578.721191
	Iteration 1F: 3 clusters Score -32812.21 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32877.777344 Penalty: 578.721191
	Iteration 2F: 3 clusters Score -32877.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32913.816406 Penalty: 578.721191
	Iteration 3F: 3 clusters Score -32913.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32933.984375 Penalty: 578.721191
	Iteration 4Q: 3 clusters Score -32933.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32946.796875 Penalty: 578.721191
	Iteration 5Q: 3 clusters Score -32946.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32959.203125 Penalty: 578.721191
	Iteration 6Q: 3 clusters Score -32959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32966.429688 Penalty: 578.721191
	Iteration 7Q: 3 clusters Score -32966.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32976.535156 Penalty: 578.721191
	Iteration 8Q: 3 clusters Score -32976.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32982.781250 Penalty: 578.721191
	Iteration 9Q: 3 clusters Score -32982.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32985.742188 Penalty: 578.721191
	Iteration 10Q: 3 clusters Score -32985.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32987.351562 Penalty: 578.721191
	Iteration 11Q: 3 clusters Score -32987.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32988.390625 Penalty: 578.721191
	Iteration 12Q: 3 clusters Score -32988.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32990.019531 Penalty: 578.721191
	Iteration 13Q: 3 clusters Score -32990.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32990.390625 Penalty: 578.721191
	Iteration 14Q: 3 clusters Score -32990.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32990.390625 Penalty: 578.721191
	Iteration 15F: 3 clusters Score -32990.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -89351.734375 Penalty: 332.508209
	Iteration 0F: 2 clusters Score -89351.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -88222.164062 Penalty: 665.016418
	Iteration 0F: 3 clusters Score -88222.16 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -88599.210938 Penalty: 665.016418
	Iteration 1F: 3 clusters Score -88599.21 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -88700.398438 Penalty: 665.016418
	Iteration 2F: 3 clusters Score -88700.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -88801.109375 Penalty: 665.016418
	Iteration 3F: 3 clusters Score -88801.11 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -88890.312500 Penalty: 665.016418
	Iteration 4F: 3 clusters Score -88890.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -88973.585938 Penalty: 665.016418
	Iteration 5F: 3 clusters Score -88973.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -89045.890625 Penalty: 665.016418
	Iteration 6Q: 3 clusters Score -89045.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -89141.414062 Penalty: 665.016418
	Iteration 7Q: 3 clusters Score -89141.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -89245.843750 Penalty: 665.016418
	Iteration 8Q: 3 clusters Score -89245.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -89410.304688 Penalty: 665.016418
	Iteration 9Q: 3 clusters Score -89410.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -89545.851562 Penalty: 665.016418
	Iteration 10Q: 3 clusters Score -89545.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -89589.789062 Penalty: 665.016418
	Iteration 11Q: 3 clusters Score -89589.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -89600.882812 Penalty: 665.016418
	Iteration 12Q: 3 clusters Score -89600.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -89615.046875 Penalty: 665.016418
	Iteration 13Q: 3 clusters Score -89615.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -89617.609375 Penalty: 665.016418
	Iteration 14Q: 3 clusters Score -89617.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -89617.796875 Penalty: 665.016418
	Iteration 15Q: 3 clusters Score -89617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -89618.281250 Penalty: 665.016418
	Iteration 16Q: 3 clusters Score -89618.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -89618.976562 Penalty: 665.016418
	Iteration 17Q: 3 clusters Score -89618.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -89619.140625 Penalty: 665.016418
	Iteration 18Q: 3 clusters Score -89619.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -89619.140625 Penalty: 665.016418
	Iteration 19F: 3 clusters Score -89619.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
Score: -14114251.000000 Penalty: 37673.425781
Splitting cluster 2 changes total score from -14114182.000000 to -14114251.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -43139.269531 Penalty: 311.439087
	Iteration 0F: 2 clusters Score -43139.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -42464.414062 Penalty: 622.878174
	Iteration 0F: 3 clusters Score -42464.41 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43245.722656 Penalty: 622.878174
	Iteration 1F: 3 clusters Score -43245.72 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43509.746094 Penalty: 622.878174
	Iteration 2F: 3 clusters Score -43509.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43614.679688 Penalty: 622.878174
	Iteration 3F: 3 clusters Score -43614.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43730.179688 Penalty: 622.878174
	Iteration 4Q: 3 clusters Score -43730.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43865.445312 Penalty: 622.878174
	Iteration 5Q: 3 clusters Score -43865.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43934.609375 Penalty: 622.878174
	Iteration 6Q: 3 clusters Score -43934.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44013.902344 Penalty: 622.878174
	Iteration 7Q: 3 clusters Score -44013.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44101.882812 Penalty: 622.878174
	Iteration 8Q: 3 clusters Score -44101.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44159.953125 Penalty: 622.878174
	Iteration 9Q: 3 clusters Score -44159.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -44202.871094 Penalty: 622.878174
	Iteration 10Q: 3 clusters Score -44202.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44227.687500 Penalty: 622.878174
	Iteration 11Q: 3 clusters Score -44227.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44245.500000 Penalty: 622.878174
	Iteration 12Q: 3 clusters Score -44245.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44263.160156 Penalty: 622.878174
	Iteration 13Q: 3 clusters Score -44263.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44278.707031 Penalty: 622.878174
	Iteration 14Q: 3 clusters Score -44278.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44287.929688 Penalty: 622.878174
	Iteration 15Q: 3 clusters Score -44287.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44293.929688 Penalty: 622.878174
	Iteration 16Q: 3 clusters Score -44293.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44296.566406 Penalty: 622.878174
	Iteration 17Q: 3 clusters Score -44296.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44331.851562 Penalty: 622.878174
	Iteration 18F: 3 clusters Score -44331.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44470.542969 Penalty: 622.878174
	Iteration 19Q: 3 clusters Score -44470.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44546.117188 Penalty: 622.878174
	Iteration 20F: 3 clusters Score -44546.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44647.425781 Penalty: 622.878174
	Iteration 21Q: 3 clusters Score -44647.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45002.117188 Penalty: 622.878174
	Iteration 22Q: 3 clusters Score -45002.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -45025.507812 Penalty: 622.878174
	Iteration 23Q: 3 clusters Score -45025.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45037.003906 Penalty: 622.878174
	Iteration 24Q: 3 clusters Score -45037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45048.703125 Penalty: 622.878174
	Iteration 25Q: 3 clusters Score -45048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45052.710938 Penalty: 622.878174
	Iteration 26Q: 3 clusters Score -45052.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45053.191406 Penalty: 622.878174
	Iteration 27Q: 3 clusters Score -45053.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45053.191406 Penalty: 622.878174
	Iteration 28F: 3 clusters Score -45053.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Entering Unmasked Estep 
Score: -14115915.000000 Penalty: 38235.714844
Splitting cluster 3 changes total score from -14114182.000000 to -14115915.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 4 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -4131.844727 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -4131.845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3956.977539 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3956.978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3999.511230 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3999.511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4033.299805 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -4033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4037.035645 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -4037.036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4038.688965 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -4038.689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4038.688965 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -4038.689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -34937.398438 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -34937.4 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 291 members 
Entering Unmasked Estep 
Score: -34396.363281 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -34396.36 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34538.554688 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -34538.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -34582.609375 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -34582.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34613.957031 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -34613.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -34631.644531 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -34631.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34645.042969 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -34645.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34663.562500 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -34663.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34678.355469 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -34678.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34686.757812 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -34686.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34700.476562 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -34700.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34712.492188 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -34712.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34718.921875 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -34718.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -34720.820312 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -34720.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34722.554688 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -34722.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -34724.031250 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -34724.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -34726.523438 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -34726.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34727.460938 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -34727.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34728.128906 Penalty: 576.166687
	Iteration 17Q: 3 clusters Score -34728.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34728.644531 Penalty: 576.166687
	Iteration 18Q: 3 clusters Score -34728.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34728.644531 Penalty: 576.166687
	Iteration 19F: 3 clusters Score -34728.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -38373.871094 Penalty: 294.491760
	Iteration 0F: 2 clusters Score -38373.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -37795.757812 Penalty: 588.983521
	Iteration 0F: 3 clusters Score -37795.76 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37969.808594 Penalty: 588.983521
	Iteration 1F: 3 clusters Score -37969.81 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38025.042969 Penalty: 588.983521
	Iteration 2F: 3 clusters Score -38025.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38077.117188 Penalty: 588.983521
	Iteration 3F: 3 clusters Score -38077.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38103.140625 Penalty: 588.983521
	Iteration 4Q: 3 clusters Score -38103.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38137.636719 Penalty: 588.983521
	Iteration 5Q: 3 clusters Score -38137.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38163.234375 Penalty: 588.983521
	Iteration 6Q: 3 clusters Score -38163.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38183.421875 Penalty: 588.983521
	Iteration 7Q: 3 clusters Score -38183.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38199.671875 Penalty: 588.983521
	Iteration 8Q: 3 clusters Score -38199.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38207.324219 Penalty: 588.983521
	Iteration 9Q: 3 clusters Score -38207.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38215.996094 Penalty: 588.983521
	Iteration 10Q: 3 clusters Score -38216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38221.328125 Penalty: 588.983521
	Iteration 11Q: 3 clusters Score -38221.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38223.730469 Penalty: 588.983521
	Iteration 12Q: 3 clusters Score -38223.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38224.417969 Penalty: 588.983521
	Iteration 13Q: 3 clusters Score -38224.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38224.976562 Penalty: 588.983521
	Iteration 14Q: 3 clusters Score -38224.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38225.265625 Penalty: 588.983521
	Iteration 15Q: 3 clusters Score -38225.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38225.378906 Penalty: 588.983521
	Iteration 16Q: 3 clusters Score -38225.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38225.378906 Penalty: 588.983521
	Iteration 17F: 3 clusters Score -38225.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -7244.700684 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -7244.701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6999.125977 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6999.126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7078.158203 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7078.158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7134.072266 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -7134.072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7192.549316 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -7192.549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7330.168945 Penalty: 465.737427
	Iteration 4F: 3 clusters Score -7330.169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7553.693848 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -7553.694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7553.693848 Penalty: 465.737427
	Iteration 6F: 3 clusters Score -7553.694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 1465 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Entering Unmasked Estep 
Score: -14115896.000000 Penalty: 38798.007812
Splitting cluster 7 changes total score from -14114182.000000 to -14115896.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 8 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -116208.453125 Penalty: 331.677277
	Iteration 0F: 2 clusters Score -116208.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -115113.179688 Penalty: 663.354553
	Iteration 0F: 3 clusters Score -115113.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -115694.015625 Penalty: 663.354553
	Iteration 1F: 3 clusters Score -115694 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -116003.523438 Penalty: 663.354553
	Iteration 2F: 3 clusters Score -116003.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -116176.054688 Penalty: 663.354553
	Iteration 3F: 3 clusters Score -116176.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -116241.609375 Penalty: 663.354553
	Iteration 4Q: 3 clusters Score -116241.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -116261.242188 Penalty: 663.354553
	Iteration 5Q: 3 clusters Score -116261.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -116271.968750 Penalty: 663.354553
	Iteration 6Q: 3 clusters Score -116272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -116275.460938 Penalty: 663.354553
	Iteration 7Q: 3 clusters Score -116275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -116275.835938 Penalty: 663.354553
	Iteration 8Q: 3 clusters Score -116275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -116276.937500 Penalty: 663.354553
	Iteration 9Q: 3 clusters Score -116276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -116278.304688 Penalty: 663.354553
	Iteration 10Q: 3 clusters Score -116278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -116278.304688 Penalty: 663.354553
	Iteration 11F: 3 clusters Score -116278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 355 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Entering Unmasked Estep 
Score: -14115748.000000 Penalty: 39360.296875
Splitting cluster 8 changes total score from -14114182.000000 to -14115748.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 9 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -5956.705078 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -5956.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5747.895996 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -5747.896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5781.963379 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -5781.963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5810.312500 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -5810.312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5816.335449 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -5816.335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5819.348145 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -5819.348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5819.348145 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -5819.348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -17822.968750 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -17822.97 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 178 members 
Entering Unmasked Estep 
Score: -17500.404297 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -17500.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -17698.914062 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -17698.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -17823.710938 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -17823.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -17989.271484 Penalty: 534.362732
	Iteration 3F: 3 clusters Score -17989.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18046.660156 Penalty: 534.362732
	Iteration 4Q: 3 clusters Score -18046.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18069.462891 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -18069.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18072.072266 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -18072.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18072.072266 Penalty: 534.362732
	Iteration 7F: 3 clusters Score -18072.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Entering Unmasked Estep 
Score: -14115703.000000 Penalty: 39922.585938
Splitting cluster 10 changes total score from -14114182.000000 to -14115703.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 11 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -19960.460938 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -19960.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19574.085938 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -19574.09 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19679.210938 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -19679.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19699.216797 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -19699.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19730.667969 Penalty: 537.139648
	Iteration 3Q: 3 clusters Score -19730.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19779.960938 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -19779.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19834.625000 Penalty: 537.139648
	Iteration 5F: 3 clusters Score -19834.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19859.234375 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -19859.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19869.236328 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -19869.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19900.216797 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -19900.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19929.765625 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -19929.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19944.859375 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -19944.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19965.955078 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -19965.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19971.777344 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -19971.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19973.031250 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -19973.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19973.031250 Penalty: 537.139648
	Iteration 14F: 3 clusters Score -19973.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 579 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Entering Unmasked Estep 
Score: -14115419.000000 Penalty: 40484.875000
Splitting cluster 11 changes total score from -14114182.000000 to -14115419.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 12 (119063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Entering Unmasked Estep 
Score: -7373426.000000 Penalty: 531.777100
	Iteration 0F: 2 clusters Score -7373426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7299278.000000 Penalty: 1063.554199
	Iteration 0F: 3 clusters Score -7299278 nChanged 58399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -7334724.000000 Penalty: 1063.554199
	Iteration 1F: 3 clusters Score -7334724 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -7335812.000000 Penalty: 1063.554199
	Iteration 2Q: 3 clusters Score -7335812 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -7337475.500000 Penalty: 1063.554199
	Iteration 3Q: 3 clusters Score -7337476 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -7340063.000000 Penalty: 1063.554199
	Iteration 4Q: 3 clusters Score -7340063 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -7344547.000000 Penalty: 1063.554199
	Iteration 5F: 3 clusters Score -7344547 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -7351506.000000 Penalty: 1063.554199
	Iteration 6F: 3 clusters Score -7351506 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -7359915.000000 Penalty: 1063.554199
	Iteration 7F: 3 clusters Score -7359915 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -7366533.000000 Penalty: 1063.554199
	Iteration 8F: 3 clusters Score -7366533 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -7370374.500000 Penalty: 1063.554199
	Iteration 9Q: 3 clusters Score -7370374 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -7371941.500000 Penalty: 1063.554199
	Iteration 10Q: 3 clusters Score -7371942 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 113324 members 
Entering Unmasked Estep 
Score: -7372673.000000 Penalty: 1063.554199
	Iteration 11Q: 3 clusters Score -7372673 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -7373037.500000 Penalty: 1063.554199
	Iteration 12Q: 3 clusters Score -7373038 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -7373186.500000 Penalty: 1063.554199
	Iteration 13Q: 3 clusters Score -7373186 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
Score: -7373242.500000 Penalty: 1063.554199
	Iteration 14Q: 3 clusters Score -7373242 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 115124 members 
Entering Unmasked Estep 
Score: -7373314.500000 Penalty: 1063.554199
	Iteration 15Q: 3 clusters Score -7373314 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -7373328.000000 Penalty: 1063.554199
	Iteration 16Q: 3 clusters Score -7373328 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -7373342.000000 Penalty: 1063.554199
	Iteration 17Q: 3 clusters Score -7373342 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -7373345.500000 Penalty: 1063.554199
	Iteration 18Q: 3 clusters Score -7373346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -7373358.500000 Penalty: 1063.554199
	Iteration 19Q: 3 clusters Score -7373358 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -7373374.000000 Penalty: 1063.554199
	Iteration 20F: 3 clusters Score -7373374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -7373356.000000 Penalty: 1063.554199
	Iteration 21Q: 3 clusters Score -7373356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -7373368.000000 Penalty: 1063.554199
	Iteration 22Q: 3 clusters Score -7373368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 116294 members 
Entering Unmasked Estep 
Score: -7373363.500000 Penalty: 1063.554199
	Iteration 23Q: 3 clusters Score -7373364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -7373377.500000 Penalty: 1063.554199
	Iteration 24Q: 3 clusters Score -7373378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 116436 members 
Entering Unmasked Estep 
Score: -7373392.000000 Penalty: 1063.554199
	Iteration 25Q: 3 clusters Score -7373392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -7373387.000000 Penalty: 1063.554199
	Iteration 26Q: 3 clusters Score -7373387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 116560 members 
Entering Unmasked Estep 
Score: -7373392.500000 Penalty: 1063.554199
	Iteration 27Q: 3 clusters Score -7373392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 116623 members 
Entering Unmasked Estep 
Score: -7373398.500000 Penalty: 1063.554199
	Iteration 28Q: 3 clusters Score -7373398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 116687 members 
Entering Unmasked Estep 
Score: -7373385.500000 Penalty: 1063.554199
	Iteration 29Q: 3 clusters Score -7373386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -7373376.500000 Penalty: 1063.554199
	Iteration 30Q: 3 clusters Score -7373376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 116800 members 
Entering Unmasked Estep 
Score: -7373359.000000 Penalty: 1063.554199
	Iteration 31Q: 3 clusters Score -7373359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -7373378.500000 Penalty: 1063.554199
	Iteration 32Q: 3 clusters Score -7373378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -7373356.500000 Penalty: 1063.554199
	Iteration 33Q: 3 clusters Score -7373356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -7373343.500000 Penalty: 1063.554199
	Iteration 34Q: 3 clusters Score -7373344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -7373339.000000 Penalty: 1063.554199
	Iteration 35Q: 3 clusters Score -7373339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -7373330.500000 Penalty: 1063.554199
	Iteration 36Q: 3 clusters Score -7373330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -7373351.500000 Penalty: 1063.554199
	Iteration 37Q: 3 clusters Score -7373352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -7373334.500000 Penalty: 1063.554199
	Iteration 38Q: 3 clusters Score -7373334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 117169 members 
Entering Unmasked Estep 
Score: -7373351.000000 Penalty: 1063.554199
	Iteration 39Q: 3 clusters Score -7373351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 117188 members 
Entering Unmasked Estep 
Score: -7373359.500000 Penalty: 1063.554199
	Iteration 40F: 3 clusters Score -7373360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -7373353.500000 Penalty: 1063.554199
	Iteration 41Q: 3 clusters Score -7373354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 117233 members 
Entering Unmasked Estep 
Score: -7373360.500000 Penalty: 1063.554199
	Iteration 42Q: 3 clusters Score -7373360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 117249 members 
Entering Unmasked Estep 
Score: -7373361.000000 Penalty: 1063.554199
	Iteration 43Q: 3 clusters Score -7373361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -7373366.000000 Penalty: 1063.554199
	Iteration 44Q: 3 clusters Score -7373366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 117298 members 
Entering Unmasked Estep 
Score: -7373377.500000 Penalty: 1063.554199
	Iteration 45Q: 3 clusters Score -7373378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 117316 members 
Entering Unmasked Estep 
Score: -7373365.500000 Penalty: 1063.554199
	Iteration 46Q: 3 clusters Score -7373366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 117328 members 
Entering Unmasked Estep 
Score: -7373355.000000 Penalty: 1063.554199
	Iteration 47Q: 3 clusters Score -7373355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 117338 members 
Entering Unmasked Estep 
Score: -7373364.500000 Penalty: 1063.554199
	Iteration 48Q: 3 clusters Score -7373364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -7373363.500000 Penalty: 1063.554199
	Iteration 49Q: 3 clusters Score -7373364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 117355 members 
Entering Unmasked Estep 
Score: -7373351.500000 Penalty: 1063.554199
	Iteration 50Q: 3 clusters Score -7373352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 117362 members 
Entering Unmasked Estep 
Score: -7373355.000000 Penalty: 1063.554199
	Iteration 51Q: 3 clusters Score -7373355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 117372 members 
Entering Unmasked Estep 
Score: -7373332.500000 Penalty: 1063.554199
	Iteration 52Q: 3 clusters Score -7373332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 117383 members 
Entering Unmasked Estep 
Score: -7373348.500000 Penalty: 1063.554199
	Iteration 53Q: 3 clusters Score -7373348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 117391 members 
Entering Unmasked Estep 
Score: -7373344.000000 Penalty: 1063.554199
	Iteration 54Q: 3 clusters Score -7373344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 117398 members 
Entering Unmasked Estep 
Score: -7373345.000000 Penalty: 1063.554199
	Iteration 55Q: 3 clusters Score -7373345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -7373348.000000 Penalty: 1063.554199
	Iteration 56Q: 3 clusters Score -7373348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -7373352.500000 Penalty: 1063.554199
	Iteration 57Q: 3 clusters Score -7373352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 117410 members 
Entering Unmasked Estep 
Score: -7373353.000000 Penalty: 1063.554199
	Iteration 58Q: 3 clusters Score -7373353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -7373357.000000 Penalty: 1063.554199
	Iteration 59Q: 3 clusters Score -7373357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -7373361.500000 Penalty: 1063.554199
	Iteration 60F: 3 clusters Score -7373362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -31558.912109 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -31558.91 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 283 members 
Entering Unmasked Estep 
Score: -31034.785156 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -31034.79 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31303.828125 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -31303.83 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31503.923828 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -31503.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31566.181641 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -31566.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -31597.326172 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -31597.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31604.431641 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -31604.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31611.089844 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -31611.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31616.353516 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -31616.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31619.150391 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -31619.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31619.873047 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -31619.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31621.044922 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -31621.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31621.044922 Penalty: 578.878540
	Iteration 11F: 3 clusters Score -31621.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Entering Unmasked Estep 
Score: -14115207.000000 Penalty: 41047.167969
Splitting cluster 13 changes total score from -14114182.000000 to -14115207.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 14 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -46026.031250 Penalty: 303.346527
	Iteration 0F: 2 clusters Score -46026.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -45389.277344 Penalty: 606.693054
	Iteration 0F: 3 clusters Score -45389.28 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -45776.554688 Penalty: 606.693054
	Iteration 1F: 3 clusters Score -45776.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -45928.070312 Penalty: 606.693054
	Iteration 2F: 3 clusters Score -45928.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46059.484375 Penalty: 606.693054
	Iteration 3F: 3 clusters Score -46059.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -46093.769531 Penalty: 606.693054
	Iteration 4Q: 3 clusters Score -46093.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -46109.828125 Penalty: 606.693054
	Iteration 5Q: 3 clusters Score -46109.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46115.296875 Penalty: 606.693054
	Iteration 6Q: 3 clusters Score -46115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -46126.917969 Penalty: 606.693054
	Iteration 7Q: 3 clusters Score -46126.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -46129.593750 Penalty: 606.693054
	Iteration 8Q: 3 clusters Score -46129.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46130.464844 Penalty: 606.693054
	Iteration 9Q: 3 clusters Score -46130.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46131.472656 Penalty: 606.693054
	Iteration 10Q: 3 clusters Score -46131.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46135.511719 Penalty: 606.693054
	Iteration 11Q: 3 clusters Score -46135.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46140.320312 Penalty: 606.693054
	Iteration 12Q: 3 clusters Score -46140.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -46143.000000 Penalty: 606.693054
	Iteration 13Q: 3 clusters Score -46143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -46144.769531 Penalty: 606.693054
	Iteration 14Q: 3 clusters Score -46144.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46145.773438 Penalty: 606.693054
	Iteration 15Q: 3 clusters Score -46145.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46148.101562 Penalty: 606.693054
	Iteration 16Q: 3 clusters Score -46148.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46149.132812 Penalty: 606.693054
	Iteration 17Q: 3 clusters Score -46149.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -46149.804688 Penalty: 606.693054
	Iteration 18Q: 3 clusters Score -46149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46150.789062 Penalty: 606.693054
	Iteration 19Q: 3 clusters Score -46150.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -46152.378906 Penalty: 606.693054
	Iteration 20F: 3 clusters Score -46152.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46154.304688 Penalty: 606.693054
	Iteration 21Q: 3 clusters Score -46154.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46155.609375 Penalty: 606.693054
	Iteration 22Q: 3 clusters Score -46155.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46156.554688 Penalty: 606.693054
	Iteration 23Q: 3 clusters Score -46156.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -46159.367188 Penalty: 606.693054
	Iteration 24Q: 3 clusters Score -46159.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46160.382812 Penalty: 606.693054
	Iteration 25Q: 3 clusters Score -46160.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -46161.375000 Penalty: 606.693054
	Iteration 26Q: 3 clusters Score -46161.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46163.621094 Penalty: 606.693054
	Iteration 27Q: 3 clusters Score -46163.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46165.632812 Penalty: 606.693054
	Iteration 28Q: 3 clusters Score -46165.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46165.824219 Penalty: 606.693054
	Iteration 29Q: 3 clusters Score -46165.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46165.824219 Penalty: 606.693054
	Iteration 30F: 3 clusters Score -46165.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Entering Unmasked Estep 
Score: -14115100.000000 Penalty: 41609.457031
Splitting cluster 14 changes total score from -14114182.000000 to -14115100.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 15 (20831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Entering Unmasked Estep 
Score: -1245756.875000 Penalty: 452.460999
	Iteration 0F: 2 clusters Score -1245757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1231915.750000 Penalty: 904.921997
	Iteration 0F: 3 clusters Score -1231916 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1237735.750000 Penalty: 904.921997
	Iteration 1F: 3 clusters Score -1237736 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1238059.000000 Penalty: 904.921997
	Iteration 2Q: 3 clusters Score -1238059 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1238484.000000 Penalty: 904.921997
	Iteration 3Q: 3 clusters Score -1238484 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1239044.000000 Penalty: 904.921997
	Iteration 4F: 3 clusters Score -1239044 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1239733.750000 Penalty: 904.921997
	Iteration 5F: 3 clusters Score -1239734 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1240674.250000 Penalty: 904.921997
	Iteration 6F: 3 clusters Score -1240674 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1241679.500000 Penalty: 904.921997
	Iteration 7F: 3 clusters Score -1241680 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1242523.875000 Penalty: 904.921997
	Iteration 8Q: 3 clusters Score -1242524 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1243107.125000 Penalty: 904.921997
	Iteration 9Q: 3 clusters Score -1243107 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1243515.375000 Penalty: 904.921997
	Iteration 10Q: 3 clusters Score -1243515 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1243838.250000 Penalty: 904.921997
	Iteration 11Q: 3 clusters Score -1243838 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1244131.000000 Penalty: 904.921997
	Iteration 12Q: 3 clusters Score -1244131 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1244385.500000 Penalty: 904.921997
	Iteration 13Q: 3 clusters Score -1244386 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1244633.875000 Penalty: 904.921997
	Iteration 14Q: 3 clusters Score -1244634 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1244807.125000 Penalty: 904.921997
	Iteration 15Q: 3 clusters Score -1244807 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1244971.875000 Penalty: 904.921997
	Iteration 16Q: 3 clusters Score -1244972 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1245114.125000 Penalty: 904.921997
	Iteration 17Q: 3 clusters Score -1245114 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1245212.125000 Penalty: 904.921997
	Iteration 18Q: 3 clusters Score -1245212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1245282.750000 Penalty: 904.921997
	Iteration 19Q: 3 clusters Score -1245283 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1245338.500000 Penalty: 904.921997
	Iteration 20F: 3 clusters Score -1245338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1245386.500000 Penalty: 904.921997
	Iteration 21Q: 3 clusters Score -1245386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1245412.750000 Penalty: 904.921997
	Iteration 22Q: 3 clusters Score -1245413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1245432.625000 Penalty: 904.921997
	Iteration 23Q: 3 clusters Score -1245433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1245443.750000 Penalty: 904.921997
	Iteration 24Q: 3 clusters Score -1245444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1245455.875000 Penalty: 904.921997
	Iteration 25Q: 3 clusters Score -1245456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1245466.000000 Penalty: 904.921997
	Iteration 26Q: 3 clusters Score -1245466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1245471.250000 Penalty: 904.921997
	Iteration 27Q: 3 clusters Score -1245471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1245476.375000 Penalty: 904.921997
	Iteration 28Q: 3 clusters Score -1245476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1245480.875000 Penalty: 904.921997
	Iteration 29Q: 3 clusters Score -1245481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1245487.000000 Penalty: 904.921997
	Iteration 30Q: 3 clusters Score -1245487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1245491.375000 Penalty: 904.921997
	Iteration 31Q: 3 clusters Score -1245491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1245492.875000 Penalty: 904.921997
	Iteration 32Q: 3 clusters Score -1245493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1245492.625000 Penalty: 904.921997
	Iteration 33Q: 3 clusters Score -1245493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1245495.125000 Penalty: 904.921997
	Iteration 34Q: 3 clusters Score -1245495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1245496.125000 Penalty: 904.921997
	Iteration 35Q: 3 clusters Score -1245496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1245496.625000 Penalty: 904.921997
	Iteration 36Q: 3 clusters Score -1245497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1245499.625000 Penalty: 904.921997
	Iteration 37Q: 3 clusters Score -1245500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1245500.250000 Penalty: 904.921997
	Iteration 38Q: 3 clusters Score -1245500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1245500.750000 Penalty: 904.921997
	Iteration 39Q: 3 clusters Score -1245501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1245501.125000 Penalty: 904.921997
	Iteration 40F: 3 clusters Score -1245501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1245500.750000 Penalty: 904.921997
	Iteration 41Q: 3 clusters Score -1245501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1245501.500000 Penalty: 904.921997
	Iteration 42Q: 3 clusters Score -1245502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1245502.750000 Penalty: 904.921997
	Iteration 43Q: 3 clusters Score -1245503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1245503.125000 Penalty: 904.921997
	Iteration 44Q: 3 clusters Score -1245503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1245505.250000 Penalty: 904.921997
	Iteration 45Q: 3 clusters Score -1245505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1245503.125000 Penalty: 904.921997
	Iteration 46Q: 3 clusters Score -1245503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1245502.125000 Penalty: 904.921997
	Iteration 47Q: 3 clusters Score -1245502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1245504.250000 Penalty: 904.921997
	Iteration 48Q: 3 clusters Score -1245504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1245502.875000 Penalty: 904.921997
	Iteration 49Q: 3 clusters Score -1245503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1245502.750000 Penalty: 904.921997
	Iteration 50Q: 3 clusters Score -1245503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1245502.750000 Penalty: 904.921997
	Iteration 51F: 3 clusters Score -1245503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -6436.440430 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -6436.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6200.360840 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -6200.361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6252.983398 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -6252.983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6257.750488 Penalty: 452.253021
	Iteration 2Q: 3 clusters Score -6257.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6258.092285 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -6258.092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6258.092285 Penalty: 452.253021
	Iteration 4F: 3 clusters Score -6258.092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -20182.740234 Penalty: 278.071777
	Iteration 0F: 2 clusters Score -20182.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19720.037109 Penalty: 556.143555
	Iteration 0F: 3 clusters Score -19720.04 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19850.109375 Penalty: 556.143555
	Iteration 1F: 3 clusters Score -19850.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19897.125000 Penalty: 556.143555
	Iteration 2F: 3 clusters Score -19897.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19922.314453 Penalty: 556.143555
	Iteration 3F: 3 clusters Score -19922.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19936.603516 Penalty: 556.143555
	Iteration 4Q: 3 clusters Score -19936.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19945.726562 Penalty: 556.143555
	Iteration 5Q: 3 clusters Score -19945.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19949.761719 Penalty: 556.143555
	Iteration 6Q: 3 clusters Score -19949.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19953.746094 Penalty: 556.143555
	Iteration 7Q: 3 clusters Score -19953.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19959.822266 Penalty: 556.143555
	Iteration 8Q: 3 clusters Score -19959.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19961.939453 Penalty: 556.143555
	Iteration 9Q: 3 clusters Score -19961.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19962.855469 Penalty: 556.143555
	Iteration 10Q: 3 clusters Score -19962.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19964.371094 Penalty: 556.143555
	Iteration 11Q: 3 clusters Score -19964.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19968.130859 Penalty: 556.143555
	Iteration 12Q: 3 clusters Score -19968.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19970.628906 Penalty: 556.143555
	Iteration 13Q: 3 clusters Score -19970.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19975.445312 Penalty: 556.143555
	Iteration 14Q: 3 clusters Score -19975.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19980.126953 Penalty: 556.143555
	Iteration 15Q: 3 clusters Score -19980.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19985.408203 Penalty: 556.143555
	Iteration 16Q: 3 clusters Score -19985.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19990.490234 Penalty: 556.143555
	Iteration 17Q: 3 clusters Score -19990.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19993.347656 Penalty: 556.143555
	Iteration 18Q: 3 clusters Score -19993.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19995.355469 Penalty: 556.143555
	Iteration 19Q: 3 clusters Score -19995.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19995.355469 Penalty: 556.143555
	Iteration 20F: 3 clusters Score -19995.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -19537.257812 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -19537.26 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 151 members 
Entering Unmasked Estep 
Score: -19186.427734 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -19186.43 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19261.171875 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -19261.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19287.435547 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -19287.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19329.085938 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -19329.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19362.779297 Penalty: 515.959167
	Iteration 4F: 3 clusters Score -19362.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19383.712891 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -19383.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19389.900391 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -19389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19394.623047 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -19394.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19398.199219 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -19398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19405.005859 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -19405.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19416.982422 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -19416.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19420.919922 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -19420.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19429.134766 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -19429.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19436.326172 Penalty: 515.959167
	Iteration 13Q: 3 clusters Score -19436.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19437.097656 Penalty: 515.959167
	Iteration 14Q: 3 clusters Score -19437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19439.212891 Penalty: 515.959167
	Iteration 15Q: 3 clusters Score -19439.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19443.343750 Penalty: 515.959167
	Iteration 16Q: 3 clusters Score -19443.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19443.343750 Penalty: 515.959167
	Iteration 17F: 3 clusters Score -19443.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -37715.664062 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -37715.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37167.117188 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -37167.12 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37338.531250 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -37338.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37387.910156 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -37387.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37419.445312 Penalty: 584.957581
	Iteration 3F: 3 clusters Score -37419.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37437.597656 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -37437.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37450.003906 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -37450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37467.332031 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -37467.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37474.539062 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -37474.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37478.992188 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -37478.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37482.000000 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -37482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37484.472656 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -37484.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37485.414062 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -37485.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37485.757812 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -37485.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37485.917969 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -37485.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37486.074219 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -37486.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37487.535156 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -37487.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37488.664062 Penalty: 584.957581
	Iteration 16Q: 3 clusters Score -37488.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37489.289062 Penalty: 584.957581
	Iteration 17Q: 3 clusters Score -37489.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37489.289062 Penalty: 584.957581
	Iteration 18F: 3 clusters Score -37489.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -87825.570312 Penalty: 326.170380
	Iteration 0F: 2 clusters Score -87825.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -86857.218750 Penalty: 652.340759
	Iteration 0F: 3 clusters Score -86857.22 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87673.164062 Penalty: 652.340759
	Iteration 1F: 3 clusters Score -87673.16 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87942.210938 Penalty: 652.340759
	Iteration 2F: 3 clusters Score -87942.21 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88027.390625 Penalty: 652.340759
	Iteration 3F: 3 clusters Score -88027.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88043.460938 Penalty: 652.340759
	Iteration 4Q: 3 clusters Score -88043.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88051.414062 Penalty: 652.340759
	Iteration 5Q: 3 clusters Score -88051.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88058.335938 Penalty: 652.340759
	Iteration 6Q: 3 clusters Score -88058.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88062.054688 Penalty: 652.340759
	Iteration 7Q: 3 clusters Score -88062.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88063.429688 Penalty: 652.340759
	Iteration 8Q: 3 clusters Score -88063.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88063.945312 Penalty: 652.340759
	Iteration 9Q: 3 clusters Score -88063.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88064.265625 Penalty: 652.340759
	Iteration 10Q: 3 clusters Score -88064.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88065.031250 Penalty: 652.340759
	Iteration 11Q: 3 clusters Score -88065.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88066.140625 Penalty: 652.340759
	Iteration 12Q: 3 clusters Score -88066.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88066.476562 Penalty: 652.340759
	Iteration 13Q: 3 clusters Score -88066.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88066.906250 Penalty: 652.340759
	Iteration 14Q: 3 clusters Score -88066.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88067.242188 Penalty: 652.340759
	Iteration 15Q: 3 clusters Score -88067.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88067.554688 Penalty: 652.340759
	Iteration 16Q: 3 clusters Score -88067.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88067.554688 Penalty: 652.340759
	Iteration 17F: 3 clusters Score -88067.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Entering Unmasked Estep 
Score: -14115127.000000 Penalty: 42171.746094
Splitting cluster 20 changes total score from -14114182.000000 to -14115127.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 21 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -493849.406250 Penalty: 413.722137
	Iteration 0F: 2 clusters Score -493849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -487963.750000 Penalty: 827.444275
	Iteration 0F: 3 clusters Score -487963.8 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -490430.218750 Penalty: 827.444275
	Iteration 1F: 3 clusters Score -490430.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -490854.968750 Penalty: 827.444275
	Iteration 2F: 3 clusters Score -490855 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -491445.000000 Penalty: 827.444275
	Iteration 3F: 3 clusters Score -491445 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -492122.562500 Penalty: 827.444275
	Iteration 4F: 3 clusters Score -492122.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -492687.468750 Penalty: 827.444275
	Iteration 5F: 3 clusters Score -492687.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -493073.406250 Penalty: 827.444275
	Iteration 6Q: 3 clusters Score -493073.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -493276.500000 Penalty: 827.444275
	Iteration 7Q: 3 clusters Score -493276.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -493396.437500 Penalty: 827.444275
	Iteration 8Q: 3 clusters Score -493396.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -493451.718750 Penalty: 827.444275
	Iteration 9Q: 3 clusters Score -493451.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -493503.406250 Penalty: 827.444275
	Iteration 10Q: 3 clusters Score -493503.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -493549.093750 Penalty: 827.444275
	Iteration 11Q: 3 clusters Score -493549.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -493560.000000 Penalty: 827.444275
	Iteration 12Q: 3 clusters Score -493560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -493569.281250 Penalty: 827.444275
	Iteration 13Q: 3 clusters Score -493569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -493573.843750 Penalty: 827.444275
	Iteration 14Q: 3 clusters Score -493573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -493577.031250 Penalty: 827.444275
	Iteration 15Q: 3 clusters Score -493577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -493579.781250 Penalty: 827.444275
	Iteration 16Q: 3 clusters Score -493579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -493580.906250 Penalty: 827.444275
	Iteration 17Q: 3 clusters Score -493580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -493582.093750 Penalty: 827.444275
	Iteration 18Q: 3 clusters Score -493582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -493582.750000 Penalty: 827.444275
	Iteration 19Q: 3 clusters Score -493582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -493585.875000 Penalty: 827.444275
	Iteration 20F: 3 clusters Score -493585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -493587.312500 Penalty: 827.444275
	Iteration 21Q: 3 clusters Score -493587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -493587.312500 Penalty: 827.444275
	Iteration 22F: 3 clusters Score -493587.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -64686.609375 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -64686.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -63831.664062 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -63831.66 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -64055.910156 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -64055.91 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -64102.167969 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -64102.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64129.597656 Penalty: 636.113342
	Iteration 3Q: 3 clusters Score -64129.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -64144.726562 Penalty: 636.113342
	Iteration 4Q: 3 clusters Score -64144.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -64163.695312 Penalty: 636.113342
	Iteration 5Q: 3 clusters Score -64163.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -64187.664062 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -64187.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -64214.371094 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -64214.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -64243.585938 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -64243.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -64275.066406 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -64275.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -64294.214844 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -64294.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -64311.417969 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -64311.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -64325.375000 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -64325.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -64335.445312 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -64335.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -64341.300781 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -64341.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -64344.964844 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -64344.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -64352.117188 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -64352.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -64357.179688 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -64357.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -64358.871094 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -64358.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -64358.871094 Penalty: 636.113342
	Iteration 19F: 3 clusters Score -64358.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Entering Unmasked Estep 
Score: -1884.130615 Penalty: 177.077835
	Iteration 0F: 2 clusters Score -1884.131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1735.848511 Penalty: 354.155670
	Iteration 0F: 3 clusters Score -1735.849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1738.280151 Penalty: 354.155670
	Iteration 1Q: 3 clusters Score -1738.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1738.280151 Penalty: 354.155670
	Iteration 2F: 3 clusters Score -1738.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5658.706543 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5658.707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5455.065430 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5455.065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5551.889648 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5551.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5577.780762 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5577.781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5581.204102 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5581.204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5584.664551 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5584.665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5584.664551 Penalty: 429.383392
	Iteration 5F: 3 clusters Score -5584.665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -44425.230469 Penalty: 300.108002
	Iteration 0F: 2 clusters Score -44425.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43810.812500 Penalty: 600.216003
	Iteration 0F: 3 clusters Score -43810.81 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44057.699219 Penalty: 600.216003
	Iteration 1F: 3 clusters Score -44057.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44116.890625 Penalty: 600.216003
	Iteration 2F: 3 clusters Score -44116.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44179.824219 Penalty: 600.216003
	Iteration 3F: 3 clusters Score -44179.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44239.234375 Penalty: 600.216003
	Iteration 4F: 3 clusters Score -44239.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44314.515625 Penalty: 600.216003
	Iteration 5F: 3 clusters Score -44314.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44406.152344 Penalty: 600.216003
	Iteration 6F: 3 clusters Score -44406.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44494.683594 Penalty: 600.216003
	Iteration 7F: 3 clusters Score -44494.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44569.546875 Penalty: 600.216003
	Iteration 8F: 3 clusters Score -44569.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44627.582031 Penalty: 600.216003
	Iteration 9Q: 3 clusters Score -44627.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44653.093750 Penalty: 600.216003
	Iteration 10Q: 3 clusters Score -44653.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44669.300781 Penalty: 600.216003
	Iteration 11Q: 3 clusters Score -44669.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44682.902344 Penalty: 600.216003
	Iteration 12Q: 3 clusters Score -44682.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44684.613281 Penalty: 600.216003
	Iteration 13Q: 3 clusters Score -44684.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44685.199219 Penalty: 600.216003
	Iteration 14Q: 3 clusters Score -44685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44685.199219 Penalty: 600.216003
	Iteration 15F: 3 clusters Score -44685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Entering Unmasked Estep 
Score: -14115130.000000 Penalty: 42734.035156
Splitting cluster 25 changes total score from -14114182.000000 to -14115130.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 26 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -39767.785156 Penalty: 303.519867
	Iteration 0F: 2 clusters Score -39767.79 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 385 members 
Entering Unmasked Estep 
Score: -39133.335938 Penalty: 607.039734
	Iteration 0F: 3 clusters Score -39133.34 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39554.214844 Penalty: 607.039734
	Iteration 1F: 3 clusters Score -39554.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39688.707031 Penalty: 607.039734
	Iteration 2F: 3 clusters Score -39688.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39763.347656 Penalty: 607.039734
	Iteration 3F: 3 clusters Score -39763.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39818.230469 Penalty: 607.039734
	Iteration 4Q: 3 clusters Score -39818.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39925.746094 Penalty: 607.039734
	Iteration 5Q: 3 clusters Score -39925.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40015.902344 Penalty: 607.039734
	Iteration 6Q: 3 clusters Score -40015.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40066.246094 Penalty: 607.039734
	Iteration 7Q: 3 clusters Score -40066.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40081.574219 Penalty: 607.039734
	Iteration 8Q: 3 clusters Score -40081.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40088.417969 Penalty: 607.039734
	Iteration 9Q: 3 clusters Score -40088.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40094.730469 Penalty: 607.039734
	Iteration 10Q: 3 clusters Score -40094.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40096.000000 Penalty: 607.039734
	Iteration 11Q: 3 clusters Score -40096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40097.074219 Penalty: 607.039734
	Iteration 12Q: 3 clusters Score -40097.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40098.792969 Penalty: 607.039734
	Iteration 13Q: 3 clusters Score -40098.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40103.097656 Penalty: 607.039734
	Iteration 14Q: 3 clusters Score -40103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40105.980469 Penalty: 607.039734
	Iteration 15Q: 3 clusters Score -40105.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40108.171875 Penalty: 607.039734
	Iteration 16Q: 3 clusters Score -40108.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40109.175781 Penalty: 607.039734
	Iteration 17Q: 3 clusters Score -40109.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40109.757812 Penalty: 607.039734
	Iteration 18Q: 3 clusters Score -40109.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40110.550781 Penalty: 607.039734
	Iteration 19Q: 3 clusters Score -40110.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40112.085938 Penalty: 607.039734
	Iteration 20F: 3 clusters Score -40112.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40113.308594 Penalty: 607.039734
	Iteration 21Q: 3 clusters Score -40113.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40113.417969 Penalty: 607.039734
	Iteration 22Q: 3 clusters Score -40113.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40113.589844 Penalty: 607.039734
	Iteration 23Q: 3 clusters Score -40113.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40113.644531 Penalty: 607.039734
	Iteration 24Q: 3 clusters Score -40113.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40113.644531 Penalty: 607.039734
	Iteration 25F: 3 clusters Score -40113.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Entering Unmasked Estep 
Score: -14115225.000000 Penalty: 43296.324219
Splitting cluster 26 changes total score from -14114182.000000 to -14115225.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 27 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -189081.250000 Penalty: 352.200226
	Iteration 0F: 2 clusters Score -189081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -187431.578125 Penalty: 704.400452
	Iteration 0F: 3 clusters Score -187431.6 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -188039.406250 Penalty: 704.400452
	Iteration 1F: 3 clusters Score -188039.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -188153.203125 Penalty: 704.400452
	Iteration 2F: 3 clusters Score -188153.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -188228.187500 Penalty: 704.400452
	Iteration 3F: 3 clusters Score -188228.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -188283.468750 Penalty: 704.400452
	Iteration 4F: 3 clusters Score -188283.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -188337.156250 Penalty: 704.400452
	Iteration 5Q: 3 clusters Score -188337.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -188369.015625 Penalty: 704.400452
	Iteration 6Q: 3 clusters Score -188369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -188393.671875 Penalty: 704.400452
	Iteration 7Q: 3 clusters Score -188393.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -188420.703125 Penalty: 704.400452
	Iteration 8Q: 3 clusters Score -188420.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -188455.703125 Penalty: 704.400452
	Iteration 9Q: 3 clusters Score -188455.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -188477.984375 Penalty: 704.400452
	Iteration 10Q: 3 clusters Score -188478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -188501.062500 Penalty: 704.400452
	Iteration 11Q: 3 clusters Score -188501.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -188534.875000 Penalty: 704.400452
	Iteration 12Q: 3 clusters Score -188534.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -188572.250000 Penalty: 704.400452
	Iteration 13Q: 3 clusters Score -188572.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -188607.328125 Penalty: 704.400452
	Iteration 14Q: 3 clusters Score -188607.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -188633.187500 Penalty: 704.400452
	Iteration 15Q: 3 clusters Score -188633.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -188657.265625 Penalty: 704.400452
	Iteration 16Q: 3 clusters Score -188657.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -188675.671875 Penalty: 704.400452
	Iteration 17Q: 3 clusters Score -188675.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -188690.765625 Penalty: 704.400452
	Iteration 18Q: 3 clusters Score -188690.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -188710.328125 Penalty: 704.400452
	Iteration 19Q: 3 clusters Score -188710.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -188732.015625 Penalty: 704.400452
	Iteration 20F: 3 clusters Score -188732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -188746.781250 Penalty: 704.400452
	Iteration 21Q: 3 clusters Score -188746.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -188764.390625 Penalty: 704.400452
	Iteration 22Q: 3 clusters Score -188764.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -188774.875000 Penalty: 704.400452
	Iteration 23Q: 3 clusters Score -188774.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -188782.937500 Penalty: 704.400452
	Iteration 24Q: 3 clusters Score -188782.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -188797.343750 Penalty: 704.400452
	Iteration 25Q: 3 clusters Score -188797.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -188811.906250 Penalty: 704.400452
	Iteration 26Q: 3 clusters Score -188811.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -188817.390625 Penalty: 704.400452
	Iteration 27Q: 3 clusters Score -188817.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -188822.531250 Penalty: 704.400452
	Iteration 28Q: 3 clusters Score -188822.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -188827.796875 Penalty: 704.400452
	Iteration 29Q: 3 clusters Score -188827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -188830.421875 Penalty: 704.400452
	Iteration 30Q: 3 clusters Score -188830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -188832.281250 Penalty: 704.400452
	Iteration 31Q: 3 clusters Score -188832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -188833.484375 Penalty: 704.400452
	Iteration 32Q: 3 clusters Score -188833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -188834.640625 Penalty: 704.400452
	Iteration 33Q: 3 clusters Score -188834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -188834.796875 Penalty: 704.400452
	Iteration 34Q: 3 clusters Score -188834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -188834.953125 Penalty: 704.400452
	Iteration 35Q: 3 clusters Score -188835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -188835.203125 Penalty: 704.400452
	Iteration 36Q: 3 clusters Score -188835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -188836.187500 Penalty: 704.400452
	Iteration 37Q: 3 clusters Score -188836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -188837.171875 Penalty: 704.400452
	Iteration 38Q: 3 clusters Score -188837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -188838.031250 Penalty: 704.400452
	Iteration 39Q: 3 clusters Score -188838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -188839.281250 Penalty: 704.400452
	Iteration 40F: 3 clusters Score -188839.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -188843.265625 Penalty: 704.400452
	Iteration 41Q: 3 clusters Score -188843.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -188847.359375 Penalty: 704.400452
	Iteration 42Q: 3 clusters Score -188847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -188853.015625 Penalty: 704.400452
	Iteration 43Q: 3 clusters Score -188853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -188858.968750 Penalty: 704.400452
	Iteration 44Q: 3 clusters Score -188859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -188862.781250 Penalty: 704.400452
	Iteration 45Q: 3 clusters Score -188862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -188865.328125 Penalty: 704.400452
	Iteration 46Q: 3 clusters Score -188865.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188868.937500 Penalty: 704.400452
	Iteration 47Q: 3 clusters Score -188868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188871.796875 Penalty: 704.400452
	Iteration 48Q: 3 clusters Score -188871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188873.671875 Penalty: 704.400452
	Iteration 49Q: 3 clusters Score -188873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188874.953125 Penalty: 704.400452
	Iteration 50Q: 3 clusters Score -188875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -188877.765625 Penalty: 704.400452
	Iteration 51Q: 3 clusters Score -188877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -188879.593750 Penalty: 704.400452
	Iteration 52Q: 3 clusters Score -188879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -188881.468750 Penalty: 704.400452
	Iteration 53Q: 3 clusters Score -188881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -188882.125000 Penalty: 704.400452
	Iteration 54Q: 3 clusters Score -188882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -188882.234375 Penalty: 704.400452
	Iteration 55Q: 3 clusters Score -188882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -188882.562500 Penalty: 704.400452
	Iteration 56Q: 3 clusters Score -188882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -188883.203125 Penalty: 704.400452
	Iteration 57Q: 3 clusters Score -188883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188883.359375 Penalty: 704.400452
	Iteration 58Q: 3 clusters Score -188883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -188883.390625 Penalty: 704.400452
	Iteration 59Q: 3 clusters Score -188883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -188883.718750 Penalty: 704.400452
	Iteration 60F: 3 clusters Score -188883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -188884.593750 Penalty: 704.400452
	Iteration 61Q: 3 clusters Score -188884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188886.031250 Penalty: 704.400452
	Iteration 62Q: 3 clusters Score -188886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188888.015625 Penalty: 704.400452
	Iteration 63Q: 3 clusters Score -188888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188888.953125 Penalty: 704.400452
	Iteration 64Q: 3 clusters Score -188889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -188889.875000 Penalty: 704.400452
	Iteration 65Q: 3 clusters Score -188889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -188890.671875 Penalty: 704.400452
	Iteration 66Q: 3 clusters Score -188890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -188890.984375 Penalty: 704.400452
	Iteration 67Q: 3 clusters Score -188891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -188891.140625 Penalty: 704.400452
	Iteration 68Q: 3 clusters Score -188891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -188891.562500 Penalty: 704.400452
	Iteration 69Q: 3 clusters Score -188891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -188891.843750 Penalty: 704.400452
	Iteration 70Q: 3 clusters Score -188891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -188892.031250 Penalty: 704.400452
	Iteration 71Q: 3 clusters Score -188892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -188892.125000 Penalty: 704.400452
	Iteration 72Q: 3 clusters Score -188892.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -188892.125000 Penalty: 704.400452
	Iteration 73F: 3 clusters Score -188892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -102979.976562 Penalty: 338.151093
	Iteration 0F: 2 clusters Score -102980 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 832 members 
Entering Unmasked Estep 
Score: -101692.429688 Penalty: 676.302185
	Iteration 0F: 3 clusters Score -101692.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -102098.640625 Penalty: 676.302185
	Iteration 1F: 3 clusters Score -102098.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -102158.234375 Penalty: 676.302185
	Iteration 2F: 3 clusters Score -102158.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -102196.414062 Penalty: 676.302185
	Iteration 3F: 3 clusters Score -102196.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -102220.281250 Penalty: 676.302185
	Iteration 4Q: 3 clusters Score -102220.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -102243.945312 Penalty: 676.302185
	Iteration 5Q: 3 clusters Score -102243.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -102264.335938 Penalty: 676.302185
	Iteration 6Q: 3 clusters Score -102264.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -102281.648438 Penalty: 676.302185
	Iteration 7Q: 3 clusters Score -102281.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -102296.007812 Penalty: 676.302185
	Iteration 8Q: 3 clusters Score -102296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -102316.085938 Penalty: 676.302185
	Iteration 9Q: 3 clusters Score -102316.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -102338.093750 Penalty: 676.302185
	Iteration 10Q: 3 clusters Score -102338.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -102364.507812 Penalty: 676.302185
	Iteration 11Q: 3 clusters Score -102364.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -102384.859375 Penalty: 676.302185
	Iteration 12Q: 3 clusters Score -102384.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -102406.812500 Penalty: 676.302185
	Iteration 13Q: 3 clusters Score -102406.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -102427.523438 Penalty: 676.302185
	Iteration 14Q: 3 clusters Score -102427.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -102442.546875 Penalty: 676.302185
	Iteration 15Q: 3 clusters Score -102442.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -102457.296875 Penalty: 676.302185
	Iteration 16Q: 3 clusters Score -102457.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -102463.476562 Penalty: 676.302185
	Iteration 17Q: 3 clusters Score -102463.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -102465.476562 Penalty: 676.302185
	Iteration 18Q: 3 clusters Score -102465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -102467.164062 Penalty: 676.302185
	Iteration 19Q: 3 clusters Score -102467.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -102469.218750 Penalty: 676.302185
	Iteration 20F: 3 clusters Score -102469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -102472.601562 Penalty: 676.302185
	Iteration 21Q: 3 clusters Score -102472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -102480.132812 Penalty: 676.302185
	Iteration 22Q: 3 clusters Score -102480.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -102487.093750 Penalty: 676.302185
	Iteration 23Q: 3 clusters Score -102487.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -102492.234375 Penalty: 676.302185
	Iteration 24Q: 3 clusters Score -102492.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102497.789062 Penalty: 676.302185
	Iteration 25Q: 3 clusters Score -102497.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -102502.460938 Penalty: 676.302185
	Iteration 26Q: 3 clusters Score -102502.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -102507.515625 Penalty: 676.302185
	Iteration 27Q: 3 clusters Score -102507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102509.953125 Penalty: 676.302185
	Iteration 28Q: 3 clusters Score -102510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102512.414062 Penalty: 676.302185
	Iteration 29Q: 3 clusters Score -102512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -102514.148438 Penalty: 676.302185
	Iteration 30Q: 3 clusters Score -102514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -102515.226562 Penalty: 676.302185
	Iteration 31Q: 3 clusters Score -102515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102516.054688 Penalty: 676.302185
	Iteration 32Q: 3 clusters Score -102516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102516.804688 Penalty: 676.302185
	Iteration 33Q: 3 clusters Score -102516.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102517.218750 Penalty: 676.302185
	Iteration 34Q: 3 clusters Score -102517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102517.812500 Penalty: 676.302185
	Iteration 35Q: 3 clusters Score -102517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102518.500000 Penalty: 676.302185
	Iteration 36Q: 3 clusters Score -102518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -102519.156250 Penalty: 676.302185
	Iteration 37Q: 3 clusters Score -102519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102520.289062 Penalty: 676.302185
	Iteration 38Q: 3 clusters Score -102520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102521.554688 Penalty: 676.302185
	Iteration 39Q: 3 clusters Score -102521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102523.351562 Penalty: 676.302185
	Iteration 40F: 3 clusters Score -102523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102525.140625 Penalty: 676.302185
	Iteration 41Q: 3 clusters Score -102525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102525.851562 Penalty: 676.302185
	Iteration 42Q: 3 clusters Score -102525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102526.156250 Penalty: 676.302185
	Iteration 43Q: 3 clusters Score -102526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102526.093750 Penalty: 676.302185
	Iteration 44Q: 3 clusters Score -102526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102526.093750 Penalty: 676.302185
	Iteration 45F: 3 clusters Score -102526.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -60448.410156 Penalty: 318.886993
	Iteration 0F: 2 clusters Score -60448.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59584.972656 Penalty: 637.773987
	Iteration 0F: 3 clusters Score -59584.97 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -59964.312500 Penalty: 637.773987
	Iteration 1F: 3 clusters Score -59964.31 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -60119.570312 Penalty: 637.773987
	Iteration 2F: 3 clusters Score -60119.57 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -60266.925781 Penalty: 637.773987
	Iteration 3F: 3 clusters Score -60266.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60410.203125 Penalty: 637.773987
	Iteration 4F: 3 clusters Score -60410.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60515.394531 Penalty: 637.773987
	Iteration 5F: 3 clusters Score -60515.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60586.453125 Penalty: 637.773987
	Iteration 6Q: 3 clusters Score -60586.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60638.621094 Penalty: 637.773987
	Iteration 7Q: 3 clusters Score -60638.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60662.437500 Penalty: 637.773987
	Iteration 8Q: 3 clusters Score -60662.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60683.042969 Penalty: 637.773987
	Iteration 9Q: 3 clusters Score -60683.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60693.671875 Penalty: 637.773987
	Iteration 10Q: 3 clusters Score -60693.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60701.074219 Penalty: 637.773987
	Iteration 11Q: 3 clusters Score -60701.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60705.925781 Penalty: 637.773987
	Iteration 12Q: 3 clusters Score -60705.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60710.191406 Penalty: 637.773987
	Iteration 13Q: 3 clusters Score -60710.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60711.972656 Penalty: 637.773987
	Iteration 14Q: 3 clusters Score -60711.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60712.218750 Penalty: 637.773987
	Iteration 15Q: 3 clusters Score -60712.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60712.511719 Penalty: 637.773987
	Iteration 16Q: 3 clusters Score -60712.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60713.238281 Penalty: 637.773987
	Iteration 17Q: 3 clusters Score -60713.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60713.238281 Penalty: 637.773987
	Iteration 18F: 3 clusters Score -60713.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Entering Unmasked Estep 
Score: -14115218.000000 Penalty: 43858.617188
Splitting cluster 29 changes total score from -14114182.000000 to -14115218.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 30 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7314.608398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -7314.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7093.484375 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -7093.484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7128.697754 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -7128.698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7133.634277 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -7133.634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7134.618652 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -7134.619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7135.431152 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -7135.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7135.935059 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -7135.935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7135.935059 Penalty: 437.908783
	Iteration 6F: 3 clusters Score -7135.935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Entering Unmasked Estep 
Score: -1347788.375000 Penalty: 452.670197
	Iteration 0F: 2 clusters Score -1347788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1333917.625000 Penalty: 905.340393
	Iteration 0F: 3 clusters Score -1333918 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1339911.875000 Penalty: 905.340393
	Iteration 1F: 3 clusters Score -1339912 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1340549.125000 Penalty: 905.340393
	Iteration 2F: 3 clusters Score -1340549 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1341560.000000 Penalty: 905.340393
	Iteration 3F: 3 clusters Score -1341560 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1342923.250000 Penalty: 905.340393
	Iteration 4F: 3 clusters Score -1342923 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1344204.875000 Penalty: 905.340393
	Iteration 5F: 3 clusters Score -1344205 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1345090.750000 Penalty: 905.340393
	Iteration 6F: 3 clusters Score -1345091 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1345548.375000 Penalty: 905.340393
	Iteration 7Q: 3 clusters Score -1345548 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1345825.000000 Penalty: 905.340393
	Iteration 8Q: 3 clusters Score -1345825 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1346037.125000 Penalty: 905.340393
	Iteration 9Q: 3 clusters Score -1346037 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1346216.375000 Penalty: 905.340393
	Iteration 10Q: 3 clusters Score -1346216 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1346383.250000 Penalty: 905.340393
	Iteration 11Q: 3 clusters Score -1346383 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1346539.875000 Penalty: 905.340393
	Iteration 12Q: 3 clusters Score -1346540 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1346667.000000 Penalty: 905.340393
	Iteration 13Q: 3 clusters Score -1346667 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -1346780.625000 Penalty: 905.340393
	Iteration 14Q: 3 clusters Score -1346781 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1346892.625000 Penalty: 905.340393
	Iteration 15Q: 3 clusters Score -1346893 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1346982.750000 Penalty: 905.340393
	Iteration 16Q: 3 clusters Score -1346983 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1347049.875000 Penalty: 905.340393
	Iteration 17Q: 3 clusters Score -1347050 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -1347103.500000 Penalty: 905.340393
	Iteration 18Q: 3 clusters Score -1347104 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1347158.250000 Penalty: 905.340393
	Iteration 19Q: 3 clusters Score -1347158 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1347198.875000 Penalty: 905.340393
	Iteration 20F: 3 clusters Score -1347199 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1347228.375000 Penalty: 905.340393
	Iteration 21Q: 3 clusters Score -1347228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1347257.625000 Penalty: 905.340393
	Iteration 22Q: 3 clusters Score -1347258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -1347279.375000 Penalty: 905.340393
	Iteration 23Q: 3 clusters Score -1347279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1347298.500000 Penalty: 905.340393
	Iteration 24Q: 3 clusters Score -1347298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1347320.875000 Penalty: 905.340393
	Iteration 25Q: 3 clusters Score -1347321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1347341.625000 Penalty: 905.340393
	Iteration 26Q: 3 clusters Score -1347342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1347365.125000 Penalty: 905.340393
	Iteration 27Q: 3 clusters Score -1347365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1347382.250000 Penalty: 905.340393
	Iteration 28Q: 3 clusters Score -1347382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1347392.000000 Penalty: 905.340393
	Iteration 29Q: 3 clusters Score -1347392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1347400.000000 Penalty: 905.340393
	Iteration 30Q: 3 clusters Score -1347400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -1347412.250000 Penalty: 905.340393
	Iteration 31Q: 3 clusters Score -1347412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -1347420.625000 Penalty: 905.340393
	Iteration 32Q: 3 clusters Score -1347421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -1347434.625000 Penalty: 905.340393
	Iteration 33Q: 3 clusters Score -1347435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -1347453.125000 Penalty: 905.340393
	Iteration 34Q: 3 clusters Score -1347453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1347466.750000 Penalty: 905.340393
	Iteration 35Q: 3 clusters Score -1347467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1347476.750000 Penalty: 905.340393
	Iteration 36Q: 3 clusters Score -1347477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -1347485.125000 Penalty: 905.340393
	Iteration 37Q: 3 clusters Score -1347485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1347491.625000 Penalty: 905.340393
	Iteration 38Q: 3 clusters Score -1347492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -1347497.875000 Penalty: 905.340393
	Iteration 39Q: 3 clusters Score -1347498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1347503.000000 Penalty: 905.340393
	Iteration 40F: 3 clusters Score -1347503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -1347505.625000 Penalty: 905.340393
	Iteration 41Q: 3 clusters Score -1347506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -1347507.500000 Penalty: 905.340393
	Iteration 42Q: 3 clusters Score -1347508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -1347508.750000 Penalty: 905.340393
	Iteration 43Q: 3 clusters Score -1347509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1347511.000000 Penalty: 905.340393
	Iteration 44Q: 3 clusters Score -1347511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -1347510.250000 Penalty: 905.340393
	Iteration 45Q: 3 clusters Score -1347510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1347512.625000 Penalty: 905.340393
	Iteration 46Q: 3 clusters Score -1347513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1347512.500000 Penalty: 905.340393
	Iteration 47Q: 3 clusters Score -1347512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1347511.875000 Penalty: 905.340393
	Iteration 48Q: 3 clusters Score -1347512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1347511.875000 Penalty: 905.340393
	Iteration 49F: 3 clusters Score -1347512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -77778.812500 Penalty: 331.459351
	Iteration 0F: 2 clusters Score -77778.81 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 695 members 
Entering Unmasked Estep 
Score: -76723.140625 Penalty: 662.918701
	Iteration 0F: 3 clusters Score -76723.14 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -77148.046875 Penalty: 662.918701
	Iteration 1F: 3 clusters Score -77148.05 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -77298.367188 Penalty: 662.918701
	Iteration 2F: 3 clusters Score -77298.37 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77456.539062 Penalty: 662.918701
	Iteration 3F: 3 clusters Score -77456.54 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77609.773438 Penalty: 662.918701
	Iteration 4F: 3 clusters Score -77609.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77703.156250 Penalty: 662.918701
	Iteration 5F: 3 clusters Score -77703.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77778.625000 Penalty: 662.918701
	Iteration 6Q: 3 clusters Score -77778.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77869.656250 Penalty: 662.918701
	Iteration 7Q: 3 clusters Score -77869.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77962.007812 Penalty: 662.918701
	Iteration 8Q: 3 clusters Score -77962.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78044.570312 Penalty: 662.918701
	Iteration 9Q: 3 clusters Score -78044.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78136.414062 Penalty: 662.918701
	Iteration 10Q: 3 clusters Score -78136.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78208.531250 Penalty: 662.918701
	Iteration 11Q: 3 clusters Score -78208.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78250.265625 Penalty: 662.918701
	Iteration 12Q: 3 clusters Score -78250.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78269.492188 Penalty: 662.918701
	Iteration 13Q: 3 clusters Score -78269.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78281.117188 Penalty: 662.918701
	Iteration 14Q: 3 clusters Score -78281.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78286.921875 Penalty: 662.918701
	Iteration 15Q: 3 clusters Score -78286.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78293.648438 Penalty: 662.918701
	Iteration 16Q: 3 clusters Score -78293.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78295.382812 Penalty: 662.918701
	Iteration 17Q: 3 clusters Score -78295.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78297.023438 Penalty: 662.918701
	Iteration 18Q: 3 clusters Score -78297.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78297.625000 Penalty: 662.918701
	Iteration 19Q: 3 clusters Score -78297.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78301.335938 Penalty: 662.918701
	Iteration 20F: 3 clusters Score -78301.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78304.109375 Penalty: 662.918701
	Iteration 21Q: 3 clusters Score -78304.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78308.125000 Penalty: 662.918701
	Iteration 22Q: 3 clusters Score -78308.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78309.742188 Penalty: 662.918701
	Iteration 23Q: 3 clusters Score -78309.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78310.289062 Penalty: 662.918701
	Iteration 24Q: 3 clusters Score -78310.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78310.945312 Penalty: 662.918701
	Iteration 25Q: 3 clusters Score -78310.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78311.601562 Penalty: 662.918701
	Iteration 26Q: 3 clusters Score -78311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78312.304688 Penalty: 662.918701
	Iteration 27Q: 3 clusters Score -78312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78313.148438 Penalty: 662.918701
	Iteration 28Q: 3 clusters Score -78313.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78313.382812 Penalty: 662.918701
	Iteration 29Q: 3 clusters Score -78313.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78313.554688 Penalty: 662.918701
	Iteration 30Q: 3 clusters Score -78313.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78313.687500 Penalty: 662.918701
	Iteration 31Q: 3 clusters Score -78313.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78313.898438 Penalty: 662.918701
	Iteration 32Q: 3 clusters Score -78313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78314.031250 Penalty: 662.918701
	Iteration 33Q: 3 clusters Score -78314.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78314.031250 Penalty: 662.918701
	Iteration 34F: 3 clusters Score -78314.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 1150 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Entering Unmasked Estep 
Score: -14115524.000000 Penalty: 44420.906250
Splitting cluster 32 changes total score from -14114182.000000 to -14115524.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -38458.851562 Penalty: 320.662048
	Iteration 0F: 2 clusters Score -38458.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -37717.425781 Penalty: 641.324097
	Iteration 0F: 3 clusters Score -37717.43 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -40519.703125 Penalty: 641.324097
	Iteration 1F: 3 clusters Score -40519.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -41787.558594 Penalty: 641.324097
	Iteration 2F: 3 clusters Score -41787.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -42613.746094 Penalty: 641.324097
	Iteration 3F: 3 clusters Score -42613.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -42733.179688 Penalty: 641.324097
	Iteration 4Q: 3 clusters Score -42733.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -42762.035156 Penalty: 641.324097
	Iteration 5Q: 3 clusters Score -42762.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -42773.019531 Penalty: 641.324097
	Iteration 6Q: 3 clusters Score -42773.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -42780.117188 Penalty: 641.324097
	Iteration 7Q: 3 clusters Score -42780.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -42796.851562 Penalty: 641.324097
	Iteration 8Q: 3 clusters Score -42796.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -42821.902344 Penalty: 641.324097
	Iteration 9Q: 3 clusters Score -42821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -42840.652344 Penalty: 641.324097
	Iteration 10Q: 3 clusters Score -42840.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -42844.277344 Penalty: 641.324097
	Iteration 11Q: 3 clusters Score -42844.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -42844.601562 Penalty: 641.324097
	Iteration 12Q: 3 clusters Score -42844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -42861.519531 Penalty: 641.324097
	Iteration 13F: 3 clusters Score -42861.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -42872.242188 Penalty: 641.324097
	Iteration 14Q: 3 clusters Score -42872.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -42872.242188 Penalty: 641.324097
	Iteration 15F: 3 clusters Score -42872.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 441 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Entering Unmasked Estep 
Score: -14119695.000000 Penalty: 44983.195312
Splitting cluster 33 changes total score from -14114182.000000 to -14119695.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 34 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -107456.437500 Penalty: 343.194824
	Iteration 0F: 2 clusters Score -107456.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -106089.281250 Penalty: 686.389648
	Iteration 0F: 3 clusters Score -106089.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -106614.820312 Penalty: 686.389648
	Iteration 1F: 3 clusters Score -106614.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -106757.773438 Penalty: 686.389648
	Iteration 2F: 3 clusters Score -106757.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -106877.796875 Penalty: 686.389648
	Iteration 3F: 3 clusters Score -106877.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -106955.070312 Penalty: 686.389648
	Iteration 4F: 3 clusters Score -106955.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -107020.492188 Penalty: 686.389648
	Iteration 5Q: 3 clusters Score -107020.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -107069.726562 Penalty: 686.389648
	Iteration 6Q: 3 clusters Score -107069.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107116.164062 Penalty: 686.389648
	Iteration 7Q: 3 clusters Score -107116.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107155.546875 Penalty: 686.389648
	Iteration 8Q: 3 clusters Score -107155.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107187.921875 Penalty: 686.389648
	Iteration 9Q: 3 clusters Score -107187.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107210.890625 Penalty: 686.389648
	Iteration 10Q: 3 clusters Score -107210.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107220.992188 Penalty: 686.389648
	Iteration 11Q: 3 clusters Score -107221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107228.257812 Penalty: 686.389648
	Iteration 12Q: 3 clusters Score -107228.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107232.390625 Penalty: 686.389648
	Iteration 13Q: 3 clusters Score -107232.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107236.851562 Penalty: 686.389648
	Iteration 14Q: 3 clusters Score -107236.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107241.898438 Penalty: 686.389648
	Iteration 15Q: 3 clusters Score -107241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -107247.632812 Penalty: 686.389648
	Iteration 16Q: 3 clusters Score -107247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -107251.843750 Penalty: 686.389648
	Iteration 17Q: 3 clusters Score -107251.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107256.687500 Penalty: 686.389648
	Iteration 18Q: 3 clusters Score -107256.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -107259.632812 Penalty: 686.389648
	Iteration 19Q: 3 clusters Score -107259.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107264.304688 Penalty: 686.389648
	Iteration 20F: 3 clusters Score -107264.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -107268.398438 Penalty: 686.389648
	Iteration 21Q: 3 clusters Score -107268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -107272.140625 Penalty: 686.389648
	Iteration 22Q: 3 clusters Score -107272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -107278.132812 Penalty: 686.389648
	Iteration 23Q: 3 clusters Score -107278.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -107283.851562 Penalty: 686.389648
	Iteration 24Q: 3 clusters Score -107283.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -107286.507812 Penalty: 686.389648
	Iteration 25Q: 3 clusters Score -107286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -107288.101562 Penalty: 686.389648
	Iteration 26Q: 3 clusters Score -107288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -107289.476562 Penalty: 686.389648
	Iteration 27Q: 3 clusters Score -107289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -107290.601562 Penalty: 686.389648
	Iteration 28Q: 3 clusters Score -107290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -107290.500000 Penalty: 686.389648
	Iteration 29Q: 3 clusters Score -107290.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -107290.500000 Penalty: 686.389648
	Iteration 30F: 3 clusters Score -107290.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -28435.982422 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -28435.98 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 244 members 
Entering Unmasked Estep 
Score: -27918.443359 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -27918.44 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28047.423828 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -28047.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28102.175781 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -28102.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28135.964844 Penalty: 570.315247
	Iteration 3F: 3 clusters Score -28135.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28158.708984 Penalty: 570.315247
	Iteration 4F: 3 clusters Score -28158.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28174.224609 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -28174.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28187.224609 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -28187.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28193.802734 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -28193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28195.294922 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -28195.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28198.437500 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -28198.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28202.787109 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -28202.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -28210.505859 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -28210.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -28216.220703 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -28216.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -28217.035156 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -28217.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -28217.765625 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -28217.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28218.078125 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -28218.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28218.078125 Penalty: 570.315247
	Iteration 16F: 3 clusters Score -28218.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -23346.898438 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -23346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22955.394531 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -22955.39 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23076.064453 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -23076.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23113.746094 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -23113.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23137.625000 Penalty: 542.216614
	Iteration 3F: 3 clusters Score -23137.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23178.835938 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -23178.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23244.636719 Penalty: 542.216614
	Iteration 5F: 3 clusters Score -23244.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23293.699219 Penalty: 542.216614
	Iteration 6F: 3 clusters Score -23293.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23312.748047 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -23312.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23317.873047 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -23317.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23317.873047 Penalty: 542.216614
	Iteration 9F: 3 clusters Score -23317.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -27877.517578 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -27877.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27419.156250 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -27419.16 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27637.994141 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -27637.99 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27801.652344 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -27801.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27946.203125 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -27946.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28005.064453 Penalty: 554.103088
	Iteration 4F: 3 clusters Score -28005.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28048.482422 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -28048.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28076.474609 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -28076.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28113.656250 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -28113.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28160.576172 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -28160.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28185.023438 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -28185.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28198.615234 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -28198.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -28199.328125 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -28199.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28199.763672 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -28199.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28199.763672 Penalty: 554.103088
	Iteration 13F: 3 clusters Score -28199.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Entering Unmasked Estep 
Score: -14119733.000000 Penalty: 45545.484375
Splitting cluster 37 changes total score from -14114182.000000 to -14119733.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 38 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -78447.851562 Penalty: 317.508728
	Iteration 0F: 2 clusters Score -78447.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77642.859375 Penalty: 635.017456
	Iteration 0F: 3 clusters Score -77642.86 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78251.601562 Penalty: 635.017456
	Iteration 1F: 3 clusters Score -78251.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78592.492188 Penalty: 635.017456
	Iteration 2F: 3 clusters Score -78592.49 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78768.351562 Penalty: 635.017456
	Iteration 3F: 3 clusters Score -78768.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78841.562500 Penalty: 635.017456
	Iteration 4Q: 3 clusters Score -78841.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78887.421875 Penalty: 635.017456
	Iteration 5Q: 3 clusters Score -78887.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78906.093750 Penalty: 635.017456
	Iteration 6Q: 3 clusters Score -78906.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78912.031250 Penalty: 635.017456
	Iteration 7Q: 3 clusters Score -78912.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -78916.687500 Penalty: 635.017456
	Iteration 8Q: 3 clusters Score -78916.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78921.929688 Penalty: 635.017456
	Iteration 9Q: 3 clusters Score -78921.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78927.281250 Penalty: 635.017456
	Iteration 10Q: 3 clusters Score -78927.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78930.867188 Penalty: 635.017456
	Iteration 11Q: 3 clusters Score -78930.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78933.898438 Penalty: 635.017456
	Iteration 12Q: 3 clusters Score -78933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78934.460938 Penalty: 635.017456
	Iteration 13Q: 3 clusters Score -78934.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78934.710938 Penalty: 635.017456
	Iteration 14Q: 3 clusters Score -78934.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78935.984375 Penalty: 635.017456
	Iteration 15Q: 3 clusters Score -78935.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78937.921875 Penalty: 635.017456
	Iteration 16Q: 3 clusters Score -78937.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78938.625000 Penalty: 635.017456
	Iteration 17Q: 3 clusters Score -78938.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78938.625000 Penalty: 635.017456
	Iteration 18F: 3 clusters Score -78938.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 3234 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Entering Unmasked Estep 
Score: -14119969.000000 Penalty: 46107.777344
Splitting cluster 38 changes total score from -14114182.000000 to -14119969.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 39 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -139949.703125 Penalty: 352.456696
	Iteration 0F: 2 clusters Score -139949.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -138286.078125 Penalty: 704.913391
	Iteration 0F: 3 clusters Score -138286.1 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -138886.187500 Penalty: 704.913391
	Iteration 1F: 3 clusters Score -138886.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -138964.796875 Penalty: 704.913391
	Iteration 2F: 3 clusters Score -138964.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -139020.265625 Penalty: 704.913391
	Iteration 3Q: 3 clusters Score -139020.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -139064.296875 Penalty: 704.913391
	Iteration 4Q: 3 clusters Score -139064.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -139112.281250 Penalty: 704.913391
	Iteration 5Q: 3 clusters Score -139112.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -139174.953125 Penalty: 704.913391
	Iteration 6Q: 3 clusters Score -139175 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -139251.156250 Penalty: 704.913391
	Iteration 7Q: 3 clusters Score -139251.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -139323.796875 Penalty: 704.913391
	Iteration 8Q: 3 clusters Score -139323.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -139383.640625 Penalty: 704.913391
	Iteration 9Q: 3 clusters Score -139383.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -139441.765625 Penalty: 704.913391
	Iteration 10Q: 3 clusters Score -139441.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -139488.828125 Penalty: 704.913391
	Iteration 11Q: 3 clusters Score -139488.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -139532.671875 Penalty: 704.913391
	Iteration 12Q: 3 clusters Score -139532.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -139563.093750 Penalty: 704.913391
	Iteration 13Q: 3 clusters Score -139563.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -139580.125000 Penalty: 704.913391
	Iteration 14Q: 3 clusters Score -139580.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -139593.265625 Penalty: 704.913391
	Iteration 15Q: 3 clusters Score -139593.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -139604.656250 Penalty: 704.913391
	Iteration 16Q: 3 clusters Score -139604.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -139613.640625 Penalty: 704.913391
	Iteration 17Q: 3 clusters Score -139613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -139619.093750 Penalty: 704.913391
	Iteration 18Q: 3 clusters Score -139619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -139624.015625 Penalty: 704.913391
	Iteration 19Q: 3 clusters Score -139624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -139627.531250 Penalty: 704.913391
	Iteration 20F: 3 clusters Score -139627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -139631.296875 Penalty: 704.913391
	Iteration 21Q: 3 clusters Score -139631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -139633.640625 Penalty: 704.913391
	Iteration 22Q: 3 clusters Score -139633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -139636.968750 Penalty: 704.913391
	Iteration 23Q: 3 clusters Score -139637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -139638.562500 Penalty: 704.913391
	Iteration 24Q: 3 clusters Score -139638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -139642.671875 Penalty: 704.913391
	Iteration 25Q: 3 clusters Score -139642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -139643.671875 Penalty: 704.913391
	Iteration 26Q: 3 clusters Score -139643.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -139645.531250 Penalty: 704.913391
	Iteration 27Q: 3 clusters Score -139645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -139647.156250 Penalty: 704.913391
	Iteration 28Q: 3 clusters Score -139647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -139648.328125 Penalty: 704.913391
	Iteration 29Q: 3 clusters Score -139648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -139650.796875 Penalty: 704.913391
	Iteration 30Q: 3 clusters Score -139650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -139654.968750 Penalty: 704.913391
	Iteration 31Q: 3 clusters Score -139655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -139660.984375 Penalty: 704.913391
	Iteration 32Q: 3 clusters Score -139661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -139669.078125 Penalty: 704.913391
	Iteration 33Q: 3 clusters Score -139669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -139670.437500 Penalty: 704.913391
	Iteration 34Q: 3 clusters Score -139670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -139671.437500 Penalty: 704.913391
	Iteration 35Q: 3 clusters Score -139671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -139673.531250 Penalty: 704.913391
	Iteration 36Q: 3 clusters Score -139673.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -139674.250000 Penalty: 704.913391
	Iteration 37Q: 3 clusters Score -139674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -139674.250000 Penalty: 704.913391
	Iteration 38F: 3 clusters Score -139674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Entering Unmasked Estep 
Score: -191179.984375 Penalty: 367.707123
	Iteration 0F: 2 clusters Score -191180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -188971.531250 Penalty: 735.414246
	Iteration 0F: 3 clusters Score -188971.5 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -190019.140625 Penalty: 735.414246
	Iteration 1F: 3 clusters Score -190019.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -190213.234375 Penalty: 735.414246
	Iteration 2F: 3 clusters Score -190213.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -190386.281250 Penalty: 735.414246
	Iteration 3F: 3 clusters Score -190386.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -190570.406250 Penalty: 735.414246
	Iteration 4F: 3 clusters Score -190570.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -190867.062500 Penalty: 735.414246
	Iteration 5F: 3 clusters Score -190867.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -191491.953125 Penalty: 735.414246
	Iteration 6F: 3 clusters Score -191492 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -193264.375000 Penalty: 735.414246
	Iteration 7F: 3 clusters Score -193264.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -195314.031250 Penalty: 735.414246
	Iteration 8Q: 3 clusters Score -195314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -195501.031250 Penalty: 735.414246
	Iteration 9Q: 3 clusters Score -195501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -195501.031250 Penalty: 735.414246
	Iteration 10F: 3 clusters Score -195501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Entering Unmasked Estep 
Score: -14124092.000000 Penalty: 46670.066406
Splitting cluster 40 changes total score from -14114182.000000 to -14124092.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 42 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -17054.806641 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -17054.81 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 159 members 
Entering Unmasked Estep 
Score: -16723.525391 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -16723.53 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16807.597656 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -16807.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16860.710938 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -16860.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16899.986328 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -16899.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16913.802734 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -16913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16919.603516 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -16919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16922.740234 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -16922.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16925.876953 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -16925.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16926.806641 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -16926.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16928.195312 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -16928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16928.195312 Penalty: 518.435486
	Iteration 10F: 3 clusters Score -16928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (72 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Entering Unmasked Estep 
Score: -3638.063477 Penalty: 194.588318
	Iteration 0F: 2 clusters Score -3638.063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3483.327148 Penalty: 389.176636
	Iteration 0F: 3 clusters Score -3483.327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3522.893066 Penalty: 389.176636
	Iteration 1F: 3 clusters Score -3522.893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11688.922852 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11688.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11435.425781 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -11435.43 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11887.027344 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11887.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12519.233398 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -12519.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -12649.522461 Penalty: 495.653107
	Iteration 3F: 3 clusters Score -12649.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -12657.486328 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -12657.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -12657.486328 Penalty: 495.653107
	Iteration 5F: 3 clusters Score -12657.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1493 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Entering Unmasked Estep 
Score: -14124746.000000 Penalty: 47232.355469
Splitting cluster 44 changes total score from -14114182.000000 to -14124746.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 45 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -112015.898438 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -112015.9 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 741 members 
Entering Unmasked Estep 
Score: -110929.546875 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -110929.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -111522.101562 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -111522.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -111746.406250 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -111746.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111951.343750 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -111951.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112111.046875 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -112111 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112210.765625 Penalty: 665.077393
	Iteration 5F: 3 clusters Score -112210.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112253.992188 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -112254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112272.320312 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -112272.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112288.929688 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -112288.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -112310.046875 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -112310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112322.273438 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -112322.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112330.062500 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -112330.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112341.554688 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -112341.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112357.617188 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -112357.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112368.406250 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -112368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112372.039062 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -112372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112376.484375 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -112376.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112382.304688 Penalty: 665.077393
	Iteration 17Q: 3 clusters Score -112382.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112400.804688 Penalty: 665.077393
	Iteration 18Q: 3 clusters Score -112400.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -112420.210938 Penalty: 665.077393
	Iteration 19Q: 3 clusters Score -112420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112439.640625 Penalty: 665.077393
	Iteration 20F: 3 clusters Score -112439.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -112469.203125 Penalty: 665.077393
	Iteration 21Q: 3 clusters Score -112469.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112507.632812 Penalty: 665.077393
	Iteration 22Q: 3 clusters Score -112507.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112564.046875 Penalty: 665.077393
	Iteration 23Q: 3 clusters Score -112564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112606.750000 Penalty: 665.077393
	Iteration 24Q: 3 clusters Score -112606.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112640.843750 Penalty: 665.077393
	Iteration 25Q: 3 clusters Score -112640.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -112673.296875 Penalty: 665.077393
	Iteration 26Q: 3 clusters Score -112673.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112703.093750 Penalty: 665.077393
	Iteration 27Q: 3 clusters Score -112703.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112719.054688 Penalty: 665.077393
	Iteration 28Q: 3 clusters Score -112719.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -112725.164062 Penalty: 665.077393
	Iteration 29Q: 3 clusters Score -112725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112727.289062 Penalty: 665.077393
	Iteration 30Q: 3 clusters Score -112727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -112730.414062 Penalty: 665.077393
	Iteration 31Q: 3 clusters Score -112730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112734.953125 Penalty: 665.077393
	Iteration 32Q: 3 clusters Score -112735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112739.351562 Penalty: 665.077393
	Iteration 33Q: 3 clusters Score -112739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112744.414062 Penalty: 665.077393
	Iteration 34Q: 3 clusters Score -112744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112752.984375 Penalty: 665.077393
	Iteration 35Q: 3 clusters Score -112753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112754.601562 Penalty: 665.077393
	Iteration 36Q: 3 clusters Score -112754.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112755.179688 Penalty: 665.077393
	Iteration 37Q: 3 clusters Score -112755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112759.742188 Penalty: 665.077393
	Iteration 38F: 3 clusters Score -112759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112777.640625 Penalty: 665.077393
	Iteration 39Q: 3 clusters Score -112777.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112810.710938 Penalty: 665.077393
	Iteration 40F: 3 clusters Score -112810.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112840.000000 Penalty: 665.077393
	Iteration 41Q: 3 clusters Score -112840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -112871.562500 Penalty: 665.077393
	Iteration 42Q: 3 clusters Score -112871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -112887.328125 Penalty: 665.077393
	Iteration 43Q: 3 clusters Score -112887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112891.460938 Penalty: 665.077393
	Iteration 44Q: 3 clusters Score -112891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112897.953125 Penalty: 665.077393
	Iteration 45Q: 3 clusters Score -112898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112902.531250 Penalty: 665.077393
	Iteration 46Q: 3 clusters Score -112902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112906.757812 Penalty: 665.077393
	Iteration 47Q: 3 clusters Score -112906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112907.578125 Penalty: 665.077393
	Iteration 48Q: 3 clusters Score -112907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112908.812500 Penalty: 665.077393
	Iteration 49Q: 3 clusters Score -112908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112909.343750 Penalty: 665.077393
	Iteration 50Q: 3 clusters Score -112909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112909.343750 Penalty: 665.077393
	Iteration 51F: 3 clusters Score -112909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Entering Unmasked Estep 
Score: -14125403.000000 Penalty: 47794.644531
Splitting cluster 45 changes total score from -14114182.000000 to -14125403.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 46 (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: -50949.125000 Penalty: 310.558441
	Iteration 0F: 2 clusters Score -50949.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50235.332031 Penalty: 621.116882
	Iteration 0F: 3 clusters Score -50235.33 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -50572.593750 Penalty: 621.116882
	Iteration 1F: 3 clusters Score -50572.59 nChanged 84
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: -50645.000000 Penalty: 621.116882
	Iteration 2F: 3 clusters Score -50645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -50695.714844 Penalty: 621.116882
	Iteration 3F: 3 clusters Score -50695.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -50717.839844 Penalty: 621.116882
	Iteration 4Q: 3 clusters Score -50717.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -50738.750000 Penalty: 621.116882
	Iteration 5Q: 3 clusters Score -50738.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -50753.691406 Penalty: 621.116882
	Iteration 6Q: 3 clusters Score -50753.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -50758.742188 Penalty: 621.116882
	Iteration 7Q: 3 clusters Score -50758.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -50764.269531 Penalty: 621.116882
	Iteration 8Q: 3 clusters Score -50764.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -50769.351562 Penalty: 621.116882
	Iteration 9Q: 3 clusters Score -50769.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -50775.339844 Penalty: 621.116882
	Iteration 10Q: 3 clusters Score -50775.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -50778.921875 Penalty: 621.116882
	Iteration 11Q: 3 clusters Score -50778.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -50785.210938 Penalty: 621.116882
	Iteration 12Q: 3 clusters Score -50785.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -50789.976562 Penalty: 621.116882
	Iteration 13Q: 3 clusters Score -50789.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -50798.859375 Penalty: 621.116882
	Iteration 14Q: 3 clusters Score -50798.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -50802.410156 Penalty: 621.116882
	Iteration 15Q: 3 clusters Score -50802.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -50803.433594 Penalty: 621.116882
	Iteration 16Q: 3 clusters Score -50803.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -50804.113281 Penalty: 621.116882
	Iteration 17Q: 3 clusters Score -50804.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -50804.539062 Penalty: 621.116882
	Iteration 18Q: 3 clusters Score -50804.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -50804.539062 Penalty: 621.116882
	Iteration 19F: 3 clusters Score -50804.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -10597.724609 Penalty: 255.230972
	Iteration 0F: 2 clusters Score -10597.72 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 130 members 
Entering Unmasked Estep 
Score: -10316.455078 Penalty: 510.461945
	Iteration 0F: 3 clusters Score -10316.46 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10443.577148 Penalty: 510.461945
	Iteration 1F: 3 clusters Score -10443.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10497.558594 Penalty: 510.461945
	Iteration 2F: 3 clusters Score -10497.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10568.956055 Penalty: 510.461945
	Iteration 3F: 3 clusters Score -10568.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10628.520508 Penalty: 510.461945
	Iteration 4F: 3 clusters Score -10628.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10692.491211 Penalty: 510.461945
	Iteration 5F: 3 clusters Score -10692.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10719.996094 Penalty: 510.461945
	Iteration 6Q: 3 clusters Score -10720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10724.985352 Penalty: 510.461945
	Iteration 7Q: 3 clusters Score -10724.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10728.161133 Penalty: 510.461945
	Iteration 8Q: 3 clusters Score -10728.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10728.161133 Penalty: 510.461945
	Iteration 9F: 3 clusters Score -10728.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Entering Unmasked Estep 
Score: -14125228.000000 Penalty: 48356.933594
Splitting cluster 47 changes total score from -14114182.000000 to -14125228.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -9772.326172 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -9772.326 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: -9503.583008 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -9503.583 nChanged 60
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: -9581.750977 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -9581.751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9615.705078 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -9615.705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9645.174805 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -9645.175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9688.117188 Penalty: 476.030884
	Iteration 4F: 3 clusters Score -9688.117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9699.298828 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -9699.299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9699.298828 Penalty: 476.030884
	Iteration 6F: 3 clusters Score -9699.299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -13385.520508 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -13385.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13061.863281 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -13061.86 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13134.833008 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -13134.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13160.950195 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -13160.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13171.555664 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -13171.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13180.280273 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -13180.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13185.032227 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -13185.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13186.192383 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -13186.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13186.192383 Penalty: 503.897430
	Iteration 7F: 3 clusters Score -13186.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -18060.576172 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -18060.58 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 138 members 
Entering Unmasked Estep 
Score: -17732.660156 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -17732.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17905.548828 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -17905.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17975.332031 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -17975.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18019.193359 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -18019.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18070.861328 Penalty: 520.249512
	Iteration 4F: 3 clusters Score -18070.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18104.619141 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -18104.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18135.482422 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -18135.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18161.980469 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -18161.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18178.087891 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -18178.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18185.824219 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -18185.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18192.990234 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -18192.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18195.871094 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -18195.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18202.347656 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -18202.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18205.324219 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -18205.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18205.324219 Penalty: 520.249512
	Iteration 14F: 3 clusters Score -18205.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Entering Unmasked Estep 
Score: -14125079.000000 Penalty: 48919.226562
Splitting cluster 50 changes total score from -14114182.000000 to -14125079.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 51 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -153542.453125 Penalty: 356.193848
	Iteration 0F: 2 clusters Score -153542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -151744.015625 Penalty: 712.387695
	Iteration 0F: 3 clusters Score -151744 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -152342.718750 Penalty: 712.387695
	Iteration 1F: 3 clusters Score -152342.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -152451.484375 Penalty: 712.387695
	Iteration 2F: 3 clusters Score -152451.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -152541.984375 Penalty: 712.387695
	Iteration 3F: 3 clusters Score -152542 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -152625.156250 Penalty: 712.387695
	Iteration 4F: 3 clusters Score -152625.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -152716.359375 Penalty: 712.387695
	Iteration 5F: 3 clusters Score -152716.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -152805.640625 Penalty: 712.387695
	Iteration 6F: 3 clusters Score -152805.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -152872.671875 Penalty: 712.387695
	Iteration 7Q: 3 clusters Score -152872.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -152925.343750 Penalty: 712.387695
	Iteration 8Q: 3 clusters Score -152925.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -152971.812500 Penalty: 712.387695
	Iteration 9Q: 3 clusters Score -152971.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -153000.515625 Penalty: 712.387695
	Iteration 10Q: 3 clusters Score -153000.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -153025.953125 Penalty: 712.387695
	Iteration 11Q: 3 clusters Score -153026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -153052.531250 Penalty: 712.387695
	Iteration 12Q: 3 clusters Score -153052.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -153071.531250 Penalty: 712.387695
	Iteration 13Q: 3 clusters Score -153071.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -153088.906250 Penalty: 712.387695
	Iteration 14Q: 3 clusters Score -153088.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -153104.281250 Penalty: 712.387695
	Iteration 15Q: 3 clusters Score -153104.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -153121.500000 Penalty: 712.387695
	Iteration 16Q: 3 clusters Score -153121.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -153151.328125 Penalty: 712.387695
	Iteration 17Q: 3 clusters Score -153151.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -153194.765625 Penalty: 712.387695
	Iteration 18Q: 3 clusters Score -153194.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -153220.109375 Penalty: 712.387695
	Iteration 19Q: 3 clusters Score -153220.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -153238.859375 Penalty: 712.387695
	Iteration 20F: 3 clusters Score -153238.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -153249.515625 Penalty: 712.387695
	Iteration 21Q: 3 clusters Score -153249.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -153261.375000 Penalty: 712.387695
	Iteration 22Q: 3 clusters Score -153261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -153264.546875 Penalty: 712.387695
	Iteration 23Q: 3 clusters Score -153264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -153267.546875 Penalty: 712.387695
	Iteration 24Q: 3 clusters Score -153267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -153268.546875 Penalty: 712.387695
	Iteration 25Q: 3 clusters Score -153268.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -153268.546875 Penalty: 712.387695
	Iteration 26F: 3 clusters Score -153268.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -8549.476562 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -8549.477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8307.012695 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -8307.013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8350.953125 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -8350.953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8374.396484 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -8374.396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8396.841797 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -8396.842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8419.214844 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -8419.215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8435.342773 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -8435.343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8452.574219 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -8452.574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8455.784180 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -8455.784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8462.479492 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -8462.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8465.515625 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -8465.516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8465.515625 Penalty: 467.891388
	Iteration 10F: 3 clusters Score -8465.516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -24727.269531 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -24727.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24288.164062 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -24288.16 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24492.429688 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -24492.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24561.164062 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -24561.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24610.066406 Penalty: 563.132019
	Iteration 3F: 3 clusters Score -24610.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24639.802734 Penalty: 563.132019
	Iteration 4Q: 3 clusters Score -24639.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24660.214844 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -24660.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24674.656250 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -24674.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24688.068359 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -24688.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24701.693359 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -24701.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24710.117188 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -24710.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24716.005859 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -24716.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24718.439453 Penalty: 563.132019
	Iteration 11Q: 3 clusters Score -24718.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24719.070312 Penalty: 563.132019
	Iteration 12Q: 3 clusters Score -24719.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24720.115234 Penalty: 563.132019
	Iteration 13Q: 3 clusters Score -24720.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24720.738281 Penalty: 563.132019
	Iteration 14Q: 3 clusters Score -24720.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24723.082031 Penalty: 563.132019
	Iteration 15Q: 3 clusters Score -24723.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24733.054688 Penalty: 563.132019
	Iteration 16Q: 3 clusters Score -24733.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24754.685547 Penalty: 563.132019
	Iteration 17Q: 3 clusters Score -24754.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24759.410156 Penalty: 563.132019
	Iteration 18Q: 3 clusters Score -24759.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24761.597656 Penalty: 563.132019
	Iteration 19Q: 3 clusters Score -24761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24761.597656 Penalty: 563.132019
	Iteration 20F: 3 clusters Score -24761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 249 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Mstep: Class 88 contains 117 members 
Entering Unmasked Estep 
Score: -14124832.000000 Penalty: 49481.515625
Splitting cluster 53 changes total score from -14114182.000000 to -14124832.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 54 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -16774.664062 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -16774.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16478.773438 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -16478.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16616.773438 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -16616.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16703.660156 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -16703.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16821.230469 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -16821.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16909.970703 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -16909.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16966.546875 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -16966.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17008.035156 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -17008.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17039.910156 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -17039.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17071.169922 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -17071.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17074.937500 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -17074.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17079.132812 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -17079.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17081.638672 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -17081.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17081.638672 Penalty: 502.088196
	Iteration 12F: 3 clusters Score -17081.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 119 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Mstep: Class 88 contains 117 members 
Mstep: Class 89 contains 130 members 
Entering Unmasked Estep 
Score: -14124829.000000 Penalty: 50043.804688
Splitting cluster 54 changes total score from -14114182.000000 to -14124829.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 55 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -34659.679688 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -34659.68 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 288 members 
Entering Unmasked Estep 
Score: -34112.792969 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -34112.79 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34270.546875 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -34270.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34320.531250 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -34320.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34363.667969 Penalty: 579.816711
	Iteration 3F: 3 clusters Score -34363.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -34395.179688 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -34395.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34419.511719 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -34419.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34453.187500 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -34453.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34492.222656 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -34492.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34522.039062 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -34522.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34530.242188 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -34530.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34532.582031 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -34532.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34533.171875 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -34533.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34533.171875 Penalty: 579.816711
	Iteration 12F: 3 clusters Score -34533.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -52457.433594 Penalty: 306.801086
	Iteration 0F: 2 clusters Score -52457.43 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 407 members 
Entering Unmasked Estep 
Score: -51784.945312 Penalty: 613.602173
	Iteration 0F: 3 clusters Score -51784.95 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52168.621094 Penalty: 613.602173
	Iteration 1F: 3 clusters Score -52168.62 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52538.007812 Penalty: 613.602173
	Iteration 2F: 3 clusters Score -52538.01 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53201.230469 Penalty: 613.602173
	Iteration 3F: 3 clusters Score -53201.23 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54503.195312 Penalty: 613.602173
	Iteration 4F: 3 clusters Score -54503.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -55498.730469 Penalty: 613.602173
	Iteration 5Q: 3 clusters Score -55498.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56091.644531 Penalty: 613.602173
	Iteration 6Q: 3 clusters Score -56091.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56091.644531 Penalty: 613.602173
	Iteration 7F: 3 clusters Score -56091.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 119 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 457 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Mstep: Class 88 contains 117 members 
Mstep: Class 89 contains 130 members 
Mstep: Class 90 contains 387 members 
Entering Unmasked Estep 
Score: -14128212.000000 Penalty: 50606.093750
Splitting cluster 56 changes total score from -14114182.000000 to -14128212.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 57 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -15009.675781 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -15009.68 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 135 members 
Entering Unmasked Estep 
Score: -14679.608398 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -14679.61 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14744.149414 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -14744.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14763.897461 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -14763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14773.252930 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -14773.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14776.921875 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -14776.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14780.492188 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -14780.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14785.597656 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -14785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14788.367188 Penalty: 506.022034
	Iteration 7Q: 3 clusters Score -14788.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14790.257812 Penalty: 506.022034
	Iteration 8Q: 3 clusters Score -14790.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14793.783203 Penalty: 506.022034
	Iteration 9Q: 3 clusters Score -14793.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14794.413086 Penalty: 506.022034
	Iteration 10Q: 3 clusters Score -14794.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14794.413086 Penalty: 506.022034
	Iteration 11F: 3 clusters Score -14794.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -23501.439453 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -23501.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23041.414062 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -23041.41 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23224.216797 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -23224.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23290.775391 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -23290.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23352.072266 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -23352.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23401.589844 Penalty: 557.346191
	Iteration 4F: 3 clusters Score -23401.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23453.248047 Penalty: 557.346191
	Iteration 5F: 3 clusters Score -23453.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23473.265625 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -23473.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23483.789062 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -23483.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23500.593750 Penalty: 557.346191
	Iteration 8Q: 3 clusters Score -23500.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23510.707031 Penalty: 557.346191
	Iteration 9Q: 3 clusters Score -23510.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23521.011719 Penalty: 557.346191
	Iteration 10Q: 3 clusters Score -23521.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23539.128906 Penalty: 557.346191
	Iteration 11Q: 3 clusters Score -23539.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23558.867188 Penalty: 557.346191
	Iteration 12Q: 3 clusters Score -23558.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23586.369141 Penalty: 557.346191
	Iteration 13Q: 3 clusters Score -23586.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23615.474609 Penalty: 557.346191
	Iteration 14Q: 3 clusters Score -23615.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23641.431641 Penalty: 557.346191
	Iteration 15Q: 3 clusters Score -23641.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23653.292969 Penalty: 557.346191
	Iteration 16Q: 3 clusters Score -23653.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23659.369141 Penalty: 557.346191
	Iteration 17Q: 3 clusters Score -23659.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23660.890625 Penalty: 557.346191
	Iteration 18Q: 3 clusters Score -23660.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23662.470703 Penalty: 557.346191
	Iteration 19Q: 3 clusters Score -23662.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23664.205078 Penalty: 557.346191
	Iteration 20F: 3 clusters Score -23664.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 119 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 361 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Mstep: Class 88 contains 117 members 
Mstep: Class 89 contains 130 members 
Mstep: Class 90 contains 387 members 
Mstep: Class 91 contains 275 members 
Entering Unmasked Estep 
Score: -14128090.000000 Penalty: 51168.386719
Splitting cluster 58 changes total score from -14114182.000000 to -14128090.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 60 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22543.916016 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22543.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22149.921875 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -22149.92 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22302.623047 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -22302.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22400.482422 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -22400.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22446.224609 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -22446.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22475.517578 Penalty: 535.887878
	Iteration 4F: 3 clusters Score -22475.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22509.064453 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -22509.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22523.791016 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -22523.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22537.427734 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -22537.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22547.898438 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -22547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22570.791016 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -22570.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22587.931641 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -22587.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22600.744141 Penalty: 535.887878
	Iteration 11Q: 3 clusters Score -22600.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22613.203125 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -22613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22624.906250 Penalty: 535.887878
	Iteration 13Q: 3 clusters Score -22624.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22643.230469 Penalty: 535.887878
	Iteration 14Q: 3 clusters Score -22643.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22648.980469 Penalty: 535.887878
	Iteration 15Q: 3 clusters Score -22648.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22649.935547 Penalty: 535.887878
	Iteration 16Q: 3 clusters Score -22649.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22652.707031 Penalty: 535.887878
	Iteration 17F: 3 clusters Score -22652.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22658.646484 Penalty: 535.887878
	Iteration 18Q: 3 clusters Score -22658.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22664.242188 Penalty: 535.887878
	Iteration 19Q: 3 clusters Score -22664.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22664.242188 Penalty: 535.887878
	Iteration 20F: 3 clusters Score -22664.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 119 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 155 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 663 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Mstep: Class 88 contains 117 members 
Mstep: Class 89 contains 130 members 
Mstep: Class 90 contains 387 members 
Mstep: Class 91 contains 275 members 
Mstep: Class 92 contains 206 members 
Entering Unmasked Estep 
Score: -14127919.000000 Penalty: 51730.675781
Splitting cluster 60 changes total score from -14114182.000000 to -14127919.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 61 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -12374.078125 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -12374.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12067.574219 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -12067.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12189.068359 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -12189.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12229.610352 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -12229.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12274.070312 Penalty: 499.493347
	Iteration 3Q: 3 clusters Score -12274.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12295.941406 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -12295.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12300.020508 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -12300.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12306.205078 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -12306.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12309.408203 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -12309.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12312.031250 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -12312.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12312.031250 Penalty: 499.493347
	Iteration 9F: 3 clusters Score -12312.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (16565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Entering Unmasked Estep 
Score: -1402369.125000 Penalty: 442.034637
	Iteration 0F: 2 clusters Score -1402369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1393747.750000 Penalty: 884.069275
	Iteration 0F: 3 clusters Score -1393748 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1398227.375000 Penalty: 884.069275
	Iteration 1F: 3 clusters Score -1398227 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1398639.375000 Penalty: 884.069275
	Iteration 2F: 3 clusters Score -1398639 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1399208.375000 Penalty: 884.069275
	Iteration 3F: 3 clusters Score -1399208 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1399880.875000 Penalty: 884.069275
	Iteration 4F: 3 clusters Score -1399881 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1400573.000000 Penalty: 884.069275
	Iteration 5F: 3 clusters Score -1400573 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1401186.250000 Penalty: 884.069275
	Iteration 6F: 3 clusters Score -1401186 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1401509.375000 Penalty: 884.069275
	Iteration 7Q: 3 clusters Score -1401509 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1401639.250000 Penalty: 884.069275
	Iteration 8Q: 3 clusters Score -1401639 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1401694.750000 Penalty: 884.069275
	Iteration 9Q: 3 clusters Score -1401695 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1401738.750000 Penalty: 884.069275
	Iteration 10Q: 3 clusters Score -1401739 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1401754.250000 Penalty: 884.069275
	Iteration 11Q: 3 clusters Score -1401754 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1401778.375000 Penalty: 884.069275
	Iteration 12Q: 3 clusters Score -1401778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1401794.250000 Penalty: 884.069275
	Iteration 13Q: 3 clusters Score -1401794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1401817.000000 Penalty: 884.069275
	Iteration 14Q: 3 clusters Score -1401817 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1401835.000000 Penalty: 884.069275
	Iteration 15Q: 3 clusters Score -1401835 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1401858 nChanged 187
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Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1401899 nChanged 190
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Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1401905 nChanged 206
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Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 10280 members 
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	Iteration 20F: 3 clusters Score -1401889 nChanged 174
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Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1401878 nChanged 164
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Mstep: Class 1 contains 6535 members 
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	Iteration 22Q: 3 clusters Score -1401866 nChanged 140
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Mstep: Class 1 contains 6629 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1401856 nChanged 132
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Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1401828 nChanged 136
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1401825 nChanged 141
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1401818 nChanged 104
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Mstep: Class 1 contains 6999 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1401818 nChanged 101
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 9539 members 
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	Iteration 29Q: 3 clusters Score -1401814 nChanged 109
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Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1401813 nChanged 98
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Mstep: Class 1 contains 7071 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1401814 nChanged 82
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Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1401813 nChanged 93
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Mstep: Class 1 contains 7090 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1401816 nChanged 86
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1401816 nChanged 73
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	Iteration 35Q: 3 clusters Score -1401818 nChanged 72
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1401819 nChanged 75
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	Iteration 37Q: 3 clusters Score -1401826 nChanged 68
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1401837 nChanged 71
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	Iteration 39Q: 3 clusters Score -1401844 nChanged 70
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Mstep: Class 1 contains 7119 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1401849 nChanged 61
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	Iteration 43Q: 3 clusters Score -1401875 nChanged 65
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	Iteration 47Q: 3 clusters Score -1401893 nChanged 63
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	Iteration 48Q: 3 clusters Score -1401900 nChanged 78
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	Iteration 49Q: 3 clusters Score -1401915 nChanged 89
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	Iteration 50Q: 3 clusters Score -1401928 nChanged 106
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	Iteration 51Q: 3 clusters Score -1401946 nChanged 80
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	Iteration 52Q: 3 clusters Score -1401956 nChanged 72
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1401962 nChanged 71
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Mstep: Class 1 contains 7110 members 
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	Iteration 54Q: 3 clusters Score -1401971 nChanged 66
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	Iteration 55Q: 3 clusters Score -1401983 nChanged 68
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	Iteration 56Q: 3 clusters Score -1401994 nChanged 67
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	Iteration 57Q: 3 clusters Score -1401992 nChanged 63
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	Iteration 58Q: 3 clusters Score -1402006 nChanged 72
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	Iteration 59Q: 3 clusters Score -1402010 nChanged 76
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	Iteration 60F: 3 clusters Score -1402020 nChanged 75
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	Iteration 61Q: 3 clusters Score -1402026 nChanged 68
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	Iteration 62Q: 3 clusters Score -1402031 nChanged 75
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	Iteration 63Q: 3 clusters Score -1402036 nChanged 55
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	Iteration 64Q: 3 clusters Score -1402029 nChanged 44
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	Iteration 65Q: 3 clusters Score -1402031 nChanged 48
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	Iteration 66Q: 3 clusters Score -1402027 nChanged 54
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	Iteration 67Q: 3 clusters Score -1402028 nChanged 58
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	Iteration 68Q: 3 clusters Score -1402025 nChanged 55
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	Iteration 69Q: 3 clusters Score -1402030 nChanged 57
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	Iteration 70Q: 3 clusters Score -1402028 nChanged 50
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	Iteration 71Q: 3 clusters Score -1402024 nChanged 48
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	Iteration 72Q: 3 clusters Score -1402017 nChanged 53
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	Iteration 73Q: 3 clusters Score -1402012 nChanged 55
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	Iteration 75Q: 3 clusters Score -1401998 nChanged 52
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	Iteration 76Q: 3 clusters Score -1401988 nChanged 47
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	Iteration 77Q: 3 clusters Score -1401978 nChanged 49
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	Iteration 78Q: 3 clusters Score -1401976 nChanged 45
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	Iteration 79Q: 3 clusters Score -1401972 nChanged 50
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	Iteration 80F: 3 clusters Score -1401974 nChanged 60
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	Iteration 81Q: 3 clusters Score -1401977 nChanged 67
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	Iteration 82Q: 3 clusters Score -1401971 nChanged 63
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	Iteration 83Q: 3 clusters Score -1401976 nChanged 41
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	Iteration 84Q: 3 clusters Score -1401977 nChanged 53
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	Iteration 85Q: 3 clusters Score -1401968 nChanged 65
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	Iteration 86Q: 3 clusters Score -1401965 nChanged 60
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	Iteration 87Q: 3 clusters Score -1401956 nChanged 62
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	Iteration 88Q: 3 clusters Score -1401947 nChanged 69
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	Iteration 89Q: 3 clusters Score -1401946 nChanged 63
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	Iteration 90Q: 3 clusters Score -1401938 nChanged 58
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	Iteration 91Q: 3 clusters Score -1401933 nChanged 42
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	Iteration 92Q: 3 clusters Score -1401931 nChanged 53
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	Iteration 93Q: 3 clusters Score -1401932 nChanged 47
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	Iteration 94Q: 3 clusters Score -1401920 nChanged 29
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	Iteration 95Q: 3 clusters Score -1401918 nChanged 33
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	Iteration 96Q: 3 clusters Score -1401914 nChanged 26
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	Iteration 97Q: 3 clusters Score -1401908 nChanged 30
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	Iteration 98Q: 3 clusters Score -1401904 nChanged 23
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	Iteration 99Q: 3 clusters Score -1401901 nChanged 30
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	Iteration 100F: 3 clusters Score -1401902 nChanged 28
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	Iteration 101Q: 3 clusters Score -1401898 nChanged 18
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	Iteration 102Q: 3 clusters Score -1401898 nChanged 21
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	Iteration 103Q: 3 clusters Score -1401899 nChanged 34
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	Iteration 105Q: 3 clusters Score -1401898 nChanged 25
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	Iteration 106Q: 3 clusters Score -1401894 nChanged 26
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	Iteration 107Q: 3 clusters Score -1401894 nChanged 15
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	Iteration 108Q: 3 clusters Score -1401890 nChanged 16
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Entering Unmasked Estep 
Score: -1401888.750000 Penalty: 884.069275
	Iteration 109Q: 3 clusters Score -1401889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1401881.500000 Penalty: 884.069275
	Iteration 110Q: 3 clusters Score -1401882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1401880.250000 Penalty: 884.069275
	Iteration 111Q: 3 clusters Score -1401880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1401878.250000 Penalty: 884.069275
	Iteration 112Q: 3 clusters Score -1401878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1401877.500000 Penalty: 884.069275
	Iteration 113Q: 3 clusters Score -1401878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1401874.625000 Penalty: 884.069275
	Iteration 114Q: 3 clusters Score -1401875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1401878.250000 Penalty: 884.069275
	Iteration 115Q: 3 clusters Score -1401878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1401876.875000 Penalty: 884.069275
	Iteration 116Q: 3 clusters Score -1401877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1401872.250000 Penalty: 884.069275
	Iteration 117Q: 3 clusters Score -1401872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1401873.250000 Penalty: 884.069275
	Iteration 118Q: 3 clusters Score -1401873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1401872.375000 Penalty: 884.069275
	Iteration 119Q: 3 clusters Score -1401872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1401871.000000 Penalty: 884.069275
	Iteration 120F: 3 clusters Score -1401871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1401870.500000 Penalty: 884.069275
	Iteration 121Q: 3 clusters Score -1401870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1401872.250000 Penalty: 884.069275
	Iteration 122Q: 3 clusters Score -1401872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1401868.625000 Penalty: 884.069275
	Iteration 123Q: 3 clusters Score -1401869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1401864.250000 Penalty: 884.069275
	Iteration 124Q: 3 clusters Score -1401864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1401863.750000 Penalty: 884.069275
	Iteration 125Q: 3 clusters Score -1401864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1401859.375000 Penalty: 884.069275
	Iteration 126Q: 3 clusters Score -1401859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1401858.375000 Penalty: 884.069275
	Iteration 127Q: 3 clusters Score -1401858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1401858.125000 Penalty: 884.069275
	Iteration 128Q: 3 clusters Score -1401858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1401859.750000 Penalty: 884.069275
	Iteration 129Q: 3 clusters Score -1401860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1401856.375000 Penalty: 884.069275
	Iteration 130Q: 3 clusters Score -1401856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1401853.500000 Penalty: 884.069275
	Iteration 131Q: 3 clusters Score -1401854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1401849.250000 Penalty: 884.069275
	Iteration 132Q: 3 clusters Score -1401849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1401851.375000 Penalty: 884.069275
	Iteration 133Q: 3 clusters Score -1401851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1401847.750000 Penalty: 884.069275
	Iteration 134Q: 3 clusters Score -1401848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1401850.875000 Penalty: 884.069275
	Iteration 135Q: 3 clusters Score -1401851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1401853.125000 Penalty: 884.069275
	Iteration 136Q: 3 clusters Score -1401853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1401850.875000 Penalty: 884.069275
	Iteration 137Q: 3 clusters Score -1401851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1401849.125000 Penalty: 884.069275
	Iteration 138Q: 3 clusters Score -1401849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1401850.625000 Penalty: 884.069275
	Iteration 139Q: 3 clusters Score -1401851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1401851.125000 Penalty: 884.069275
	Iteration 140F: 3 clusters Score -1401851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1401852.750000 Penalty: 884.069275
	Iteration 141Q: 3 clusters Score -1401853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1401850.000000 Penalty: 884.069275
	Iteration 142Q: 3 clusters Score -1401850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1401851.000000 Penalty: 884.069275
	Iteration 143Q: 3 clusters Score -1401851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1401849.625000 Penalty: 884.069275
	Iteration 144Q: 3 clusters Score -1401850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1401847.875000 Penalty: 884.069275
	Iteration 145Q: 3 clusters Score -1401848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1401845.500000 Penalty: 884.069275
	Iteration 146Q: 3 clusters Score -1401846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1401848.250000 Penalty: 884.069275
	Iteration 147Q: 3 clusters Score -1401848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1401844.125000 Penalty: 884.069275
	Iteration 148Q: 3 clusters Score -1401844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1401840.625000 Penalty: 884.069275
	Iteration 149Q: 3 clusters Score -1401841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1401845.250000 Penalty: 884.069275
	Iteration 150Q: 3 clusters Score -1401845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1401842.750000 Penalty: 884.069275
	Iteration 151Q: 3 clusters Score -1401843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1401842.250000 Penalty: 884.069275
	Iteration 152Q: 3 clusters Score -1401842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1401843.250000 Penalty: 884.069275
	Iteration 153Q: 3 clusters Score -1401843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1401839.500000 Penalty: 884.069275
	Iteration 154Q: 3 clusters Score -1401840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1401840.000000 Penalty: 884.069275
	Iteration 155Q: 3 clusters Score -1401840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1401840.250000 Penalty: 884.069275
	Iteration 156Q: 3 clusters Score -1401840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1401839.375000 Penalty: 884.069275
	Iteration 157Q: 3 clusters Score -1401839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1401838.750000 Penalty: 884.069275
	Iteration 158Q: 3 clusters Score -1401839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1401835.875000 Penalty: 884.069275
	Iteration 159Q: 3 clusters Score -1401836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1401836.000000 Penalty: 884.069275
	Iteration 160F: 3 clusters Score -1401836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1401836.750000 Penalty: 884.069275
	Iteration 161Q: 3 clusters Score -1401837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1401833.250000 Penalty: 884.069275
	Iteration 162Q: 3 clusters Score -1401833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1401832.000000 Penalty: 884.069275
	Iteration 163Q: 3 clusters Score -1401832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1401827.250000 Penalty: 884.069275
	Iteration 164Q: 3 clusters Score -1401827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1401824.750000 Penalty: 884.069275
	Iteration 165Q: 3 clusters Score -1401825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1401823.625000 Penalty: 884.069275
	Iteration 166Q: 3 clusters Score -1401824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1401822.375000 Penalty: 884.069275
	Iteration 167Q: 3 clusters Score -1401822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1401820.625000 Penalty: 884.069275
	Iteration 168Q: 3 clusters Score -1401821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1401822.625000 Penalty: 884.069275
	Iteration 169Q: 3 clusters Score -1401823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1401821.750000 Penalty: 884.069275
	Iteration 170Q: 3 clusters Score -1401822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1401821.750000 Penalty: 884.069275
	Iteration 171F: 3 clusters Score -1401822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -54097.558594 Penalty: 309.861481
	Iteration 0F: 2 clusters Score -54097.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -53351.246094 Penalty: 619.722961
	Iteration 0F: 3 clusters Score -53351.25 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53541.101562 Penalty: 619.722961
	Iteration 1F: 3 clusters Score -53541.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53575.332031 Penalty: 619.722961
	Iteration 2F: 3 clusters Score -53575.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53597.414062 Penalty: 619.722961
	Iteration 3Q: 3 clusters Score -53597.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53610.332031 Penalty: 619.722961
	Iteration 4Q: 3 clusters Score -53610.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -53625.988281 Penalty: 619.722961
	Iteration 5Q: 3 clusters Score -53625.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53640.816406 Penalty: 619.722961
	Iteration 6Q: 3 clusters Score -53640.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53651.566406 Penalty: 619.722961
	Iteration 7Q: 3 clusters Score -53651.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53657.734375 Penalty: 619.722961
	Iteration 8Q: 3 clusters Score -53657.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53665.773438 Penalty: 619.722961
	Iteration 9Q: 3 clusters Score -53665.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53676.015625 Penalty: 619.722961
	Iteration 10Q: 3 clusters Score -53676.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53686.789062 Penalty: 619.722961
	Iteration 11Q: 3 clusters Score -53686.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53695.808594 Penalty: 619.722961
	Iteration 12Q: 3 clusters Score -53695.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53705.699219 Penalty: 619.722961
	Iteration 13Q: 3 clusters Score -53705.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53713.269531 Penalty: 619.722961
	Iteration 14Q: 3 clusters Score -53713.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53718.300781 Penalty: 619.722961
	Iteration 15Q: 3 clusters Score -53718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53721.402344 Penalty: 619.722961
	Iteration 16Q: 3 clusters Score -53721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53726.585938 Penalty: 619.722961
	Iteration 17Q: 3 clusters Score -53726.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53731.792969 Penalty: 619.722961
	Iteration 18Q: 3 clusters Score -53731.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53733.632812 Penalty: 619.722961
	Iteration 19Q: 3 clusters Score -53733.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53734.351562 Penalty: 619.722961
	Iteration 20F: 3 clusters Score -53734.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53735.003906 Penalty: 619.722961
	Iteration 21Q: 3 clusters Score -53735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53736.085938 Penalty: 619.722961
	Iteration 22Q: 3 clusters Score -53736.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53736.722656 Penalty: 619.722961
	Iteration 23Q: 3 clusters Score -53736.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53736.957031 Penalty: 619.722961
	Iteration 24Q: 3 clusters Score -53736.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53737.421875 Penalty: 619.722961
	Iteration 25Q: 3 clusters Score -53737.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53737.421875 Penalty: 619.722961
	Iteration 26F: 3 clusters Score -53737.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -28947.369141 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -28947.37 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 282 members 
Entering Unmasked Estep 
Score: -28437.808594 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -28437.81 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28576.101562 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -28576.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28639.306641 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -28639.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28693.675781 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -28693.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28731.578125 Penalty: 574.862000
	Iteration 4F: 3 clusters Score -28731.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28806.138672 Penalty: 574.862000
	Iteration 5F: 3 clusters Score -28806.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28843.656250 Penalty: 574.862000
	Iteration 6F: 3 clusters Score -28843.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28887.339844 Penalty: 574.862000
	Iteration 7F: 3 clusters Score -28887.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28910.656250 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -28910.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28926.349609 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -28926.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28933.181641 Penalty: 574.862000
	Iteration 10Q: 3 clusters Score -28933.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28935.564453 Penalty: 574.862000
	Iteration 11Q: 3 clusters Score -28935.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28939.328125 Penalty: 574.862000
	Iteration 12Q: 3 clusters Score -28939.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28941.617188 Penalty: 574.862000
	Iteration 13Q: 3 clusters Score -28941.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28942.298828 Penalty: 574.862000
	Iteration 14Q: 3 clusters Score -28942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28943.070312 Penalty: 574.862000
	Iteration 15Q: 3 clusters Score -28943.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28944.035156 Penalty: 574.862000
	Iteration 16Q: 3 clusters Score -28944.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28944.437500 Penalty: 574.862000
	Iteration 17Q: 3 clusters Score -28944.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28945.230469 Penalty: 574.862000
	Iteration 18Q: 3 clusters Score -28945.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28945.388672 Penalty: 574.862000
	Iteration 19Q: 3 clusters Score -28945.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28945.388672 Penalty: 574.862000
	Iteration 20F: 3 clusters Score -28945.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -22284.048828 Penalty: 295.603271
	Iteration 0F: 2 clusters Score -22284.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21762.910156 Penalty: 591.206543
	Iteration 0F: 3 clusters Score -21762.91 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22315.656250 Penalty: 591.206543
	Iteration 1F: 3 clusters Score -22315.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22470.214844 Penalty: 591.206543
	Iteration 2F: 3 clusters Score -22470.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -22537.078125 Penalty: 591.206543
	Iteration 3Q: 3 clusters Score -22537.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22572.013672 Penalty: 591.206543
	Iteration 4Q: 3 clusters Score -22572.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22593.435547 Penalty: 591.206543
	Iteration 5Q: 3 clusters Score -22593.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -22598.777344 Penalty: 591.206543
	Iteration 6Q: 3 clusters Score -22598.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22599.333984 Penalty: 591.206543
	Iteration 7Q: 3 clusters Score -22599.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22599.333984 Penalty: 591.206543
	Iteration 8F: 3 clusters Score -22599.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 119 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 155 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 120 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 898 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Mstep: Class 88 contains 117 members 
Mstep: Class 89 contains 130 members 
Mstep: Class 90 contains 387 members 
Mstep: Class 91 contains 275 members 
Mstep: Class 92 contains 206 members 
Mstep: Class 93 contains 543 members 
Entering Unmasked Estep 
Score: -14127956.000000 Penalty: 52292.964844
Splitting cluster 65 changes total score from -14114182.000000 to -14127956.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 66 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -27107.105469 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -27107.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26644.062500 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -26644.06 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26769.564453 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26769.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26799.390625 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26799.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26818.169922 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -26818.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26830.554688 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -26830.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26844.982422 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26844.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26852.130859 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26852.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26855.263672 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26855.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26856.091797 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26856.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26856.091797 Penalty: 563.504944
	Iteration 9F: 3 clusters Score -26856.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -55439.105469 Penalty: 309.407745
	Iteration 0F: 2 clusters Score -55439.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54796.613281 Penalty: 618.815491
	Iteration 0F: 3 clusters Score -54796.61 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -55494.660156 Penalty: 618.815491
	Iteration 1F: 3 clusters Score -55494.66 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -55686.738281 Penalty: 618.815491
	Iteration 2F: 3 clusters Score -55686.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55745.425781 Penalty: 618.815491
	Iteration 3F: 3 clusters Score -55745.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -55762.558594 Penalty: 618.815491
	Iteration 4Q: 3 clusters Score -55762.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -55771.902344 Penalty: 618.815491
	Iteration 5Q: 3 clusters Score -55771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -55775.781250 Penalty: 618.815491
	Iteration 6Q: 3 clusters Score -55775.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -55779.027344 Penalty: 618.815491
	Iteration 7Q: 3 clusters Score -55779.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -55779.429688 Penalty: 618.815491
	Iteration 8Q: 3 clusters Score -55779.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -55779.429688 Penalty: 618.815491
	Iteration 9F: 3 clusters Score -55779.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 119 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 155 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 120 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 172 members 
Mstep: Class 68 contains 1263 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Mstep: Class 88 contains 117 members 
Mstep: Class 89 contains 130 members 
Mstep: Class 90 contains 387 members 
Mstep: Class 91 contains 275 members 
Mstep: Class 92 contains 206 members 
Mstep: Class 93 contains 543 members 
Mstep: Class 94 contains 726 members 
Entering Unmasked Estep 
Score: -14128034.000000 Penalty: 52855.253906
Splitting cluster 67 changes total score from -14114182.000000 to -14128034.000000
So it's getting split into cluster 94.
Entering ConstructFrom: 
Trying to split cluster 68 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -85061.195312 Penalty: 324.926636
	Iteration 0F: 2 clusters Score -85061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84094.429688 Penalty: 649.853271
	Iteration 0F: 3 clusters Score -84094.43 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -84468.757812 Penalty: 649.853271
	Iteration 1F: 3 clusters Score -84468.76 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -84818.117188 Penalty: 649.853271
	Iteration 2F: 3 clusters Score -84818.12 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -85167.289062 Penalty: 649.853271
	Iteration 3F: 3 clusters Score -85167.29 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -85272.757812 Penalty: 649.853271
	Iteration 4F: 3 clusters Score -85272.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -85312.460938 Penalty: 649.853271
	Iteration 5Q: 3 clusters Score -85312.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -85328.898438 Penalty: 649.853271
	Iteration 6Q: 3 clusters Score -85328.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -85341.218750 Penalty: 649.853271
	Iteration 7Q: 3 clusters Score -85341.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -85352.867188 Penalty: 649.853271
	Iteration 8Q: 3 clusters Score -85352.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -85357.906250 Penalty: 649.853271
	Iteration 9Q: 3 clusters Score -85357.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -85361.460938 Penalty: 649.853271
	Iteration 10Q: 3 clusters Score -85361.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -85366.367188 Penalty: 649.853271
	Iteration 11Q: 3 clusters Score -85366.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -85373.539062 Penalty: 649.853271
	Iteration 12Q: 3 clusters Score -85373.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -85387.281250 Penalty: 649.853271
	Iteration 13Q: 3 clusters Score -85387.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -85411.304688 Penalty: 649.853271
	Iteration 14Q: 3 clusters Score -85411.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -85444.765625 Penalty: 649.853271
	Iteration 15Q: 3 clusters Score -85444.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -85477.289062 Penalty: 649.853271
	Iteration 16Q: 3 clusters Score -85477.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -85508.539062 Penalty: 649.853271
	Iteration 17Q: 3 clusters Score -85508.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -85549.914062 Penalty: 649.853271
	Iteration 18Q: 3 clusters Score -85549.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -85572.210938 Penalty: 649.853271
	Iteration 19Q: 3 clusters Score -85572.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85598.562500 Penalty: 649.853271
	Iteration 20F: 3 clusters Score -85598.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85629.859375 Penalty: 649.853271
	Iteration 21Q: 3 clusters Score -85629.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -85664.117188 Penalty: 649.853271
	Iteration 22Q: 3 clusters Score -85664.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -85682.843750 Penalty: 649.853271
	Iteration 23Q: 3 clusters Score -85682.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -85700.445312 Penalty: 649.853271
	Iteration 24Q: 3 clusters Score -85700.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -85728.570312 Penalty: 649.853271
	Iteration 25Q: 3 clusters Score -85728.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85744.007812 Penalty: 649.853271
	Iteration 26Q: 3 clusters Score -85744.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -85764.406250 Penalty: 649.853271
	Iteration 27Q: 3 clusters Score -85764.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -85785.742188 Penalty: 649.853271
	Iteration 28Q: 3 clusters Score -85785.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -85801.390625 Penalty: 649.853271
	Iteration 29Q: 3 clusters Score -85801.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -85808.781250 Penalty: 649.853271
	Iteration 30Q: 3 clusters Score -85808.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -85810.976562 Penalty: 649.853271
	Iteration 31Q: 3 clusters Score -85810.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85811.609375 Penalty: 649.853271
	Iteration 32Q: 3 clusters Score -85811.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -85822.546875 Penalty: 649.853271
	Iteration 33Q: 3 clusters Score -85822.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -85834.000000 Penalty: 649.853271
	Iteration 34Q: 3 clusters Score -85834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -85858.937500 Penalty: 649.853271
	Iteration 35Q: 3 clusters Score -85858.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -85874.562500 Penalty: 649.853271
	Iteration 36Q: 3 clusters Score -85874.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -85880.671875 Penalty: 649.853271
	Iteration 37Q: 3 clusters Score -85880.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -85884.000000 Penalty: 649.853271
	Iteration 38Q: 3 clusters Score -85884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -85888.054688 Penalty: 649.853271
	Iteration 39Q: 3 clusters Score -85888.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -85909.562500 Penalty: 649.853271
	Iteration 40F: 3 clusters Score -85909.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -85925.656250 Penalty: 649.853271
	Iteration 41Q: 3 clusters Score -85925.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -85938.234375 Penalty: 649.853271
	Iteration 42Q: 3 clusters Score -85938.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -85947.773438 Penalty: 649.853271
	Iteration 43Q: 3 clusters Score -85947.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -85956.242188 Penalty: 649.853271
	Iteration 44Q: 3 clusters Score -85956.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -85959.218750 Penalty: 649.853271
	Iteration 45Q: 3 clusters Score -85959.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -85963.078125 Penalty: 649.853271
	Iteration 46Q: 3 clusters Score -85963.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85965.281250 Penalty: 649.853271
	Iteration 47Q: 3 clusters Score -85965.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -85967.773438 Penalty: 649.853271
	Iteration 48Q: 3 clusters Score -85967.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -85968.843750 Penalty: 649.853271
	Iteration 49Q: 3 clusters Score -85968.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -85970.382812 Penalty: 649.853271
	Iteration 50Q: 3 clusters Score -85970.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -85970.953125 Penalty: 649.853271
	Iteration 51Q: 3 clusters Score -85970.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -85971.265625 Penalty: 649.853271
	Iteration 52Q: 3 clusters Score -85971.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -85971.812500 Penalty: 649.853271
	Iteration 53Q: 3 clusters Score -85971.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -85972.710938 Penalty: 649.853271
	Iteration 54Q: 3 clusters Score -85972.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -85972.710938 Penalty: 649.853271
	Iteration 55F: 3 clusters Score -85972.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 41 contains 1187 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 119 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 155 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 120 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 172 members 
Mstep: Class 68 contains 511 members 
Mstep: Class 69 contains 72 members 
Mstep: Class 70 contains 1107 members 
Mstep: Class 71 contains 237 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 348 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 388 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 239 members 
Mstep: Class 82 contains 279 members 
Mstep: Class 83 contains 1234 members 
Mstep: Class 84 contains 34 members 
Mstep: Class 85 contains 482 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 214 members 
Mstep: Class 88 contains 117 members 
Mstep: Class 89 contains 130 members 
Mstep: Class 90 contains 387 members 
Mstep: Class 91 contains 275 members 
Mstep: Class 92 contains 206 members 
Mstep: Class 93 contains 543 members 
Mstep: Class 94 contains 726 members 
Mstep: Class 95 contains 752 members 
Entering Unmasked Estep 
Score: -14128733.000000 Penalty: 53417.542969
Splitting cluster 68 changes total score from -14114182.000000 to -14128733.000000
So it's getting split into cluster 95.
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 95 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 118 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119063 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 20831 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 619 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 8891 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 49 members 
Mstep: Class 24 contains 112 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 1069 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 2000 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 198 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 921 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 254 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2511 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 370 members 
Mstep: Class 54 contains 119 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 260 members 
Mstep: Class 58 contains 182 members 
Mstep: Class 60 contains 155 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16565 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 554 members 
Mstep: Class 65 contains 120 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 172 members 
Mstep: Class 68 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 84. Lose 449.985413 but Gain 562.289062
Score: -14129655.000000 Penalty: 52855.253906
Iteration 119Q: 95 clusters Score -1.412966e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 321 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 99 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 366 members 
Mstep: Class 9 contains 126 members 
Mstep: Class 10 contains 121 members 
Mstep: Class 11 contains 119 members 
Mstep: Class 12 contains 119045 members 
Mstep: Class 13 contains 235 members 
Mstep: Class 14 contains 454 members 
Mstep: Class 15 contains 20829 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 628 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 8853 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 50 members 
Mstep: Class 24 contains 111 members 
Mstep: Class 25 contains 536 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20931 members 
Mstep: Class 32 contains 1124 members 
Mstep: Class 33 contains 302 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 390 members 
Mstep: Class 37 contains 207 members 
Mstep: Class 38 contains 784 members 
Mstep: Class 39 contains 2314 members 
Mstep: Class 40 contains 1985 members 
Mstep: Class 41 contains 1156 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 206 members 
Mstep: Class 45 contains 1104 members 
Mstep: Class 46 contains 925 members 
Mstep: Class 47 contains 96 members 
Mstep: Class 48 contains 191 members 
Mstep: Class 49 contains 252 members 
Mstep: Class 50 contains 87 members 
Mstep: Class 51 contains 2510 members 
Mstep: Class 52 contains 177 members 
Mstep: Class 53 contains 409 members 
Mstep: Class 54 contains 123 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 461 members 
Mstep: Class 57 contains 267 members 
Mstep: Class 58 contains 183 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 157 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 16544 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 499 members 
Mstep: Class 65 contains 121 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 174 members 
Mstep: Class 68 contains 517 members 
Mstep: Class 69 contains 78 members 
Mstep: Class 70 contains 1098 members 
Mstep: Class 71 contains 234 members 
Mstep: Class 72 contains 251 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 337 members 
Mstep: Class 75 contains 453 members 
Mstep: Class 76 contains 207 members 
Mstep: Class 77 contains 317 members 
Mstep: Class 78 contains 385 members 
Mstep: Class 79 contains 388 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 250 members 
Mstep: Class 82 contains 298 members 
Mstep: Class 83 contains 1252 members 
Mstep: Class 85 contains 455 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 192 members 
Mstep: Class 88 contains 105 members 
Mstep: Class 89 contains 125 members 
Mstep: Class 90 contains 392 members 
Mstep: Class 91 contains 275 members 
Mstep: Class 92 contains 201 members 
Mstep: Class 93 contains 540 members 
Mstep: Class 94 contains 707 members 
Mstep: Class 95 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14131729.000000 Penalty: 52855.253906
Iteration 120F: 95 clusters Score -1.413173e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 96 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 629 members 
Mstep: Class 7 contains 112 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 126 members 
Mstep: Class 11 contains 114 members 
Mstep: Class 12 contains 119029 members 
Mstep: Class 13 contains 237 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 20826 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 624 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 8800 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 541 members 
Mstep: Class 26 contains 471 members 
Mstep: Class 27 contains 2263 members 
Mstep: Class 28 contains 1688 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20934 members 
Mstep: Class 32 contains 1155 members 
Mstep: Class 33 contains 336 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 386 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 779 members 
Mstep: Class 39 contains 2309 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 1139 members 
Mstep: Class 42 contains 299 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1139 members 
Mstep: Class 46 contains 929 members 
Mstep: Class 47 contains 97 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 250 members 
Mstep: Class 50 contains 84 members 
Mstep: Class 51 contains 2513 members 
Mstep: Class 52 contains 172 members 
Mstep: Class 53 contains 432 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 458 members 
Mstep: Class 57 contains 267 members 
Mstep: Class 58 contains 185 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 158 members 
Mstep: Class 61 contains 241 members 
Mstep: Class 62 contains 16531 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 466 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 169 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1124 members 
Mstep: Class 71 contains 233 members 
Mstep: Class 72 contains 255 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 353 members 
Mstep: Class 75 contains 496 members 
Mstep: Class 76 contains 208 members 
Mstep: Class 77 contains 318 members 
Mstep: Class 78 contains 390 members 
Mstep: Class 79 contains 394 members 
Mstep: Class 80 contains 848 members 
Mstep: Class 81 contains 262 members 
Mstep: Class 82 contains 316 members 
Mstep: Class 83 contains 1261 members 
Mstep: Class 85 contains 451 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 120 members 
Mstep: Class 89 contains 131 members 
Mstep: Class 90 contains 409 members 
Mstep: Class 91 contains 280 members 
Mstep: Class 92 contains 196 members 
Mstep: Class 93 contains 546 members 
Mstep: Class 94 contains 708 members 
Mstep: Class 95 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14132660.000000 Penalty: 52855.253906
Iteration 121Q: 95 clusters Score -1.413266e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 624 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 128 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 119017 members 
Mstep: Class 13 contains 239 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 20821 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 8768 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 546 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20939 members 
Mstep: Class 32 contains 1180 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 384 members 
Mstep: Class 37 contains 212 members 
Mstep: Class 38 contains 775 members 
Mstep: Class 39 contains 2309 members 
Mstep: Class 40 contains 1958 members 
Mstep: Class 41 contains 1120 members 
Mstep: Class 42 contains 298 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1158 members 
Mstep: Class 46 contains 931 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 182 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 84 members 
Mstep: Class 51 contains 2516 members 
Mstep: Class 52 contains 171 members 
Mstep: Class 53 contains 444 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 270 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16519 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 441 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 166 members 
Mstep: Class 68 contains 527 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1145 members 
Mstep: Class 71 contains 232 members 
Mstep: Class 72 contains 257 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 361 members 
Mstep: Class 75 contains 517 members 
Mstep: Class 76 contains 208 members 
Mstep: Class 77 contains 316 members 
Mstep: Class 78 contains 391 members 
Mstep: Class 79 contains 396 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 264 members 
Mstep: Class 82 contains 326 members 
Mstep: Class 83 contains 1265 members 
Mstep: Class 85 contains 446 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 135 members 
Mstep: Class 90 contains 415 members 
Mstep: Class 91 contains 281 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 709 members 
Mstep: Class 95 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133010.000000 Penalty: 52855.253906
Iteration 122Q: 95 clusters Score -1.413301e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 109 members 
Mstep: Class 12 contains 119014 members 
Mstep: Class 13 contains 239 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 20814 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 549 members 
Mstep: Class 26 contains 474 members 
Mstep: Class 27 contains 2228 members 
Mstep: Class 28 contains 1688 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20943 members 
Mstep: Class 32 contains 1195 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 210 members 
Mstep: Class 38 contains 773 members 
Mstep: Class 39 contains 2308 members 
Mstep: Class 40 contains 1947 members 
Mstep: Class 41 contains 1096 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1168 members 
Mstep: Class 46 contains 932 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 183 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 85 members 
Mstep: Class 51 contains 2518 members 
Mstep: Class 52 contains 173 members 
Mstep: Class 53 contains 464 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 273 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16513 members 
Mstep: Class 63 contains 905 members 
Mstep: Class 64 contains 425 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 162 members 
Mstep: Class 68 contains 527 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1158 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 258 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 366 members 
Mstep: Class 75 contains 524 members 
Mstep: Class 76 contains 208 members 
Mstep: Class 77 contains 315 members 
Mstep: Class 78 contains 394 members 
Mstep: Class 79 contains 397 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 270 members 
Mstep: Class 82 contains 326 members 
Mstep: Class 83 contains 1277 members 
Mstep: Class 85 contains 445 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 420 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 190 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 708 members 
Mstep: Class 95 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133222.000000 Penalty: 52855.253906
Iteration 123Q: 95 clusters Score -1.413322e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 109 members 
Mstep: Class 12 contains 119005 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 20811 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 8729 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 2220 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20949 members 
Mstep: Class 32 contains 1207 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 770 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1937 members 
Mstep: Class 41 contains 1080 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1176 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 85 members 
Mstep: Class 51 contains 2521 members 
Mstep: Class 52 contains 174 members 
Mstep: Class 53 contains 472 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 271 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16504 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 413 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 164 members 
Mstep: Class 68 contains 530 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1170 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 257 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 363 members 
Mstep: Class 75 contains 533 members 
Mstep: Class 76 contains 209 members 
Mstep: Class 77 contains 313 members 
Mstep: Class 78 contains 395 members 
Mstep: Class 79 contains 397 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 271 members 
Mstep: Class 82 contains 326 members 
Mstep: Class 83 contains 1287 members 
Mstep: Class 85 contains 442 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 142 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 424 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 190 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 705 members 
Mstep: Class 95 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133268.000000 Penalty: 52855.253906
Iteration 124Q: 95 clusters Score -1.413327e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 111 members 
Mstep: Class 12 contains 119006 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 20806 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 626 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 8723 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 558 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 2211 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20950 members 
Mstep: Class 32 contains 1211 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 770 members 
Mstep: Class 39 contains 2308 members 
Mstep: Class 40 contains 1929 members 
Mstep: Class 41 contains 1071 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 72 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1180 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 101 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 85 members 
Mstep: Class 51 contains 2525 members 
Mstep: Class 52 contains 173 members 
Mstep: Class 53 contains 473 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16502 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 406 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 162 members 
Mstep: Class 68 contains 529 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1177 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 256 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 358 members 
Mstep: Class 75 contains 535 members 
Mstep: Class 76 contains 210 members 
Mstep: Class 77 contains 312 members 
Mstep: Class 78 contains 395 members 
Mstep: Class 79 contains 399 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 273 members 
Mstep: Class 82 contains 327 members 
Mstep: Class 83 contains 1294 members 
Mstep: Class 85 contains 440 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 426 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 190 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 705 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133406.000000 Penalty: 52855.253906
Iteration 125Q: 95 clusters Score -1.413341e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 113 members 
Mstep: Class 12 contains 119006 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 20802 members 
Mstep: Class 16 contains 146 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 8719 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 480 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20954 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 769 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1921 members 
Mstep: Class 41 contains 1067 members 
Mstep: Class 42 contains 297 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1182 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 89 members 
Mstep: Class 51 contains 2527 members 
Mstep: Class 52 contains 172 members 
Mstep: Class 53 contains 480 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16499 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 402 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 159 members 
Mstep: Class 68 contains 529 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1182 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 353 members 
Mstep: Class 75 contains 533 members 
Mstep: Class 76 contains 211 members 
Mstep: Class 77 contains 309 members 
Mstep: Class 78 contains 395 members 
Mstep: Class 79 contains 401 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 275 members 
Mstep: Class 82 contains 327 members 
Mstep: Class 83 contains 1298 members 
Mstep: Class 85 contains 439 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 430 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 190 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 705 members 
Mstep: Class 95 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133478.000000 Penalty: 52855.253906
Iteration 126Q: 95 clusters Score -1.413348e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 401 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 403 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 119006 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 20796 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 8718 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 567 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20958 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 771 members 
Mstep: Class 39 contains 2303 members 
Mstep: Class 40 contains 1915 members 
Mstep: Class 41 contains 1062 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 73 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1185 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 89 members 
Mstep: Class 51 contains 2531 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 481 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16496 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 398 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 159 members 
Mstep: Class 68 contains 528 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1188 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 350 members 
Mstep: Class 75 contains 532 members 
Mstep: Class 76 contains 213 members 
Mstep: Class 77 contains 308 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 402 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 278 members 
Mstep: Class 82 contains 328 members 
Mstep: Class 83 contains 1303 members 
Mstep: Class 85 contains 439 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 169 members 
Mstep: Class 88 contains 148 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 432 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 191 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 702 members 
Mstep: Class 95 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133540.000000 Penalty: 52855.253906
Iteration 127Q: 95 clusters Score -1.413354e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 408 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 119003 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 370 members 
Mstep: Class 15 contains 20790 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 571 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 2190 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20961 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 773 members 
Mstep: Class 39 contains 2304 members 
Mstep: Class 40 contains 1909 members 
Mstep: Class 41 contains 1059 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1189 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 88 members 
Mstep: Class 51 contains 2532 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 485 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16495 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 397 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 159 members 
Mstep: Class 68 contains 527 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1189 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 351 members 
Mstep: Class 75 contains 529 members 
Mstep: Class 76 contains 215 members 
Mstep: Class 77 contains 304 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 405 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 279 members 
Mstep: Class 82 contains 326 members 
Mstep: Class 83 contains 1306 members 
Mstep: Class 85 contains 438 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 436 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 191 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 701 members 
Mstep: Class 95 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133605.000000 Penalty: 52855.253906
Iteration 128Q: 95 clusters Score -1.41336e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 414 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 408 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 119003 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 20781 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 768 members 
Mstep: Class 21 contains 8716 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 574 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20968 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 773 members 
Mstep: Class 39 contains 2303 members 
Mstep: Class 40 contains 1904 members 
Mstep: Class 41 contains 1054 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1191 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 88 members 
Mstep: Class 51 contains 2534 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16496 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 392 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 527 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1190 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 371 members 
Mstep: Class 75 contains 520 members 
Mstep: Class 76 contains 215 members 
Mstep: Class 77 contains 301 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 409 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 280 members 
Mstep: Class 82 contains 327 members 
Mstep: Class 83 contains 1310 members 
Mstep: Class 85 contains 438 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 169 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 438 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 191 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 699 members 
Mstep: Class 95 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14133763.000000 Penalty: 52855.253906
Iteration 129Q: 95 clusters Score -1.413376e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 416 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118996 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 20778 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 761 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 2177 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20977 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 774 members 
Mstep: Class 39 contains 2303 members 
Mstep: Class 40 contains 1902 members 
Mstep: Class 41 contains 1049 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1191 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2534 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16495 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 391 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 527 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1194 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 398 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 215 members 
Mstep: Class 77 contains 297 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 412 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 325 members 
Mstep: Class 83 contains 1315 members 
Mstep: Class 85 contains 438 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 166 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 440 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134005.000000 Penalty: 52855.253906
Iteration 130Q: 95 clusters Score -1.4134e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 411 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118991 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 20774 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 753 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 576 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20984 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 776 members 
Mstep: Class 39 contains 2304 members 
Mstep: Class 40 contains 1899 members 
Mstep: Class 41 contains 1046 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1191 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 94 members 
Mstep: Class 51 contains 2534 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16496 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 389 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 527 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1196 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 421 members 
Mstep: Class 75 contains 488 members 
Mstep: Class 76 contains 215 members 
Mstep: Class 77 contains 293 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 415 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 323 members 
Mstep: Class 83 contains 1318 members 
Mstep: Class 85 contains 438 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 161 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 444 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134554.000000 Penalty: 52855.253906
Iteration 131Q: 95 clusters Score -1.413455e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118986 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 20773 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 737 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 577 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 2168 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20990 members 
Mstep: Class 32 contains 1209 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 778 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1896 members 
Mstep: Class 41 contains 1043 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1189 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 92 members 
Mstep: Class 51 contains 2533 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 487 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16497 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 389 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 526 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1197 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 460 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 215 members 
Mstep: Class 77 contains 289 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 418 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 322 members 
Mstep: Class 83 contains 1321 members 
Mstep: Class 85 contains 438 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 163 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 447 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134670.000000 Penalty: 52855.253906
Iteration 132Q: 95 clusters Score -1.413467e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 424 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118982 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 20772 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 728 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 20995 members 
Mstep: Class 32 contains 1205 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 532 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 780 members 
Mstep: Class 39 contains 2307 members 
Mstep: Class 40 contains 1894 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1189 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 91 members 
Mstep: Class 51 contains 2533 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 488 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16497 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 389 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 525 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1196 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 479 members 
Mstep: Class 75 contains 462 members 
Mstep: Class 76 contains 215 members 
Mstep: Class 77 contains 285 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 422 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 319 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 438 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 163 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 447 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134801.000000 Penalty: 52855.253906
Iteration 133Q: 95 clusters Score -1.41348e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 426 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 424 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118975 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 20772 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 580 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21002 members 
Mstep: Class 32 contains 1199 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 784 members 
Mstep: Class 39 contains 2307 members 
Mstep: Class 40 contains 1892 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1191 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2533 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16497 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 389 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1194 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 491 members 
Mstep: Class 75 contains 464 members 
Mstep: Class 76 contains 215 members 
Mstep: Class 77 contains 283 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 428 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 316 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 438 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 163 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 447 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134866.000000 Penalty: 52855.253906
Iteration 134Q: 95 clusters Score -1.413487e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118969 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 20772 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 716 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21006 members 
Mstep: Class 32 contains 1192 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 788 members 
Mstep: Class 39 contains 2307 members 
Mstep: Class 40 contains 1890 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1191 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2534 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16496 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1193 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 492 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 216 members 
Mstep: Class 77 contains 280 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 435 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 312 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 437 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 163 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 447 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134907.000000 Penalty: 52855.253906
Iteration 135Q: 95 clusters Score -1.413491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118966 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 365 members 
Mstep: Class 15 contains 20772 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 577 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21009 members 
Mstep: Class 32 contains 1188 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 792 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1888 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1188 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 90 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16493 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 521 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1190 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 494 members 
Mstep: Class 75 contains 461 members 
Mstep: Class 76 contains 218 members 
Mstep: Class 77 contains 279 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 439 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 308 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 437 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 165 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 448 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134929.000000 Penalty: 52855.253906
Iteration 136Q: 95 clusters Score -1.413493e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 433 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118965 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 20771 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 576 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21010 members 
Mstep: Class 32 contains 1185 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 792 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1885 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1189 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 88 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16492 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1188 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 500 members 
Mstep: Class 75 contains 461 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 278 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 442 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 308 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 437 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 168 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 448 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134943.000000 Penalty: 52855.253906
Iteration 137Q: 95 clusters Score -1.413494e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118963 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 366 members 
Mstep: Class 15 contains 20771 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 577 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21013 members 
Mstep: Class 32 contains 1181 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 792 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1884 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1189 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 87 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16491 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1184 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 503 members 
Mstep: Class 75 contains 463 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 308 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 437 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 169 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 448 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134971.000000 Penalty: 52855.253906
Iteration 138Q: 95 clusters Score -1.413497e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 435 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118958 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 20771 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 577 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21018 members 
Mstep: Class 32 contains 1179 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 792 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1192 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 85 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16488 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1177 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 504 members 
Mstep: Class 75 contains 464 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 308 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 437 members 
Mstep: Class 86 contains 168 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 448 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134987.000000 Penalty: 52855.253906
Iteration 139Q: 95 clusters Score -1.413499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 435 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 94 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118955 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 369 members 
Mstep: Class 15 contains 20771 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 577 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21022 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 793 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1883 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1193 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 83 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16485 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1169 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 503 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 308 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 436 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 147 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 448 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135082.000000 Penalty: 52855.253906
Iteration 140F: 95 clusters Score -1.413508e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 436 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 93 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118949 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 356 members 
Mstep: Class 15 contains 20771 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 578 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21027 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1882 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1193 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 170 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16484 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 116 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 161 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1165 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 516 members 
Mstep: Class 75 contains 467 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1323 members 
Mstep: Class 85 contains 436 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 175 members 
Mstep: Class 88 contains 148 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 449 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 193 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135189.000000 Penalty: 52855.253906
Iteration 141Q: 95 clusters Score -1.413519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 440 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 92 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 466 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118945 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 355 members 
Mstep: Class 15 contains 20770 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2145 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21030 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1885 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1879 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1197 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16481 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 162 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1160 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 520 members 
Mstep: Class 75 contains 468 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 436 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 176 members 
Mstep: Class 88 contains 149 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 449 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 192 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 698 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135202.000000 Penalty: 52855.253906
Iteration 142Q: 95 clusters Score -1.41352e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 443 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118942 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 20770 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21033 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1884 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1876 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1200 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16478 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 162 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1158 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 521 members 
Mstep: Class 75 contains 469 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 281 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 435 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 150 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 451 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 190 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 700 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135243.000000 Penalty: 52855.253906
Iteration 143Q: 95 clusters Score -1.413524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 446 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118941 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 20771 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21034 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1882 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1874 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1202 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16477 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 160 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1157 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 520 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 282 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 435 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 150 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 453 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 188 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 701 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135249.000000 Penalty: 52855.253906
Iteration 144Q: 95 clusters Score -1.413525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118943 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 20770 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21034 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1880 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 793 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1203 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16474 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 158 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1152 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 519 members 
Mstep: Class 75 contains 471 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 283 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 435 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 152 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 455 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 187 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 702 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135268.000000 Penalty: 52855.253906
Iteration 145Q: 95 clusters Score -1.413527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118944 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 20770 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21034 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1876 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 793 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1203 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16472 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 157 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1151 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 283 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 156 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 456 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 187 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 703 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135272.000000 Penalty: 52855.253906
Iteration 146Q: 95 clusters Score -1.413527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118945 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 20768 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2141 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21034 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1875 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 793 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1203 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16471 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 156 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1149 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 283 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 457 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 187 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135265.000000 Penalty: 52855.253906
Iteration 147Q: 95 clusters Score -1.413526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118946 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 350 members 
Mstep: Class 15 contains 20764 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21035 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 793 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1204 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16470 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 155 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1147 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 284 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 459 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 187 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135287.000000 Penalty: 52855.253906
Iteration 148Q: 95 clusters Score -1.413529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118948 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 20762 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2141 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21035 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1204 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16467 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1145 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 462 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 187 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135267.000000 Penalty: 52855.253906
Iteration 149Q: 95 clusters Score -1.413527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118949 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 343 members 
Mstep: Class 15 contains 20761 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21035 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1204 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 467 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 186 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135292.000000 Penalty: 52855.253906
Iteration 150Q: 95 clusters Score -1.413529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118950 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 341 members 
Mstep: Class 15 contains 20759 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21036 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1205 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16463 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 469 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 186 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135284.000000 Penalty: 52855.253906
Iteration 151Q: 95 clusters Score -1.413528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118956 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 340 members 
Mstep: Class 15 contains 20753 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21036 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1206 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16463 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 470 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 186 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135283.000000 Penalty: 52855.253906
Iteration 152Q: 95 clusters Score -1.413528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118963 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 337 members 
Mstep: Class 15 contains 20746 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21036 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1208 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16463 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 471 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 474 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 186 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135276.000000 Penalty: 52855.253906
Iteration 153Q: 95 clusters Score -1.413528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118969 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 20739 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21036 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 477 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135285.000000 Penalty: 52855.253906
Iteration 154Q: 95 clusters Score -1.413528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118969 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 334 members 
Mstep: Class 15 contains 20736 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21037 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16465 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135292.000000 Penalty: 52855.253906
Iteration 155Q: 95 clusters Score -1.413529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 20735 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2136 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21039 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16466 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135283.000000 Penalty: 52855.253906
Iteration 156Q: 95 clusters Score -1.413528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118966 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 20733 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21042 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 472 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135293.000000 Penalty: 52855.253906
Iteration 157Q: 95 clusters Score -1.413529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 596 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20731 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21043 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 471 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135299.000000 Penalty: 52855.253906
Iteration 158Q: 95 clusters Score -1.41353e+07 nChanged 3
Entering ConstructFrom: 
Score: -14135299.000000 Penalty: 52855.253906
Entering ConstructFrom: 
Trying to split cluster 1 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -32683.804688 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -32683.8 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 289 members 
Entering Unmasked Estep 
Score: -32152.455078 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -32152.46 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32290.576172 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -32290.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32319.519531 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -32319.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32342.291016 Penalty: 577.133057
	Iteration 3Q: 3 clusters Score -32342.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32360.501953 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -32360.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32375.451172 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -32375.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -32390.773438 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -32390.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -32405.597656 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -32405.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -32415.613281 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -32415.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -32423.998047 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -32424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -32433.498047 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -32433.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -32451.667969 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -32451.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32460.529297 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -32460.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -32463.857422 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -32463.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -32466.582031 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -32466.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -32469.095703 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -32469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -32470.064453 Penalty: 577.133057
	Iteration 16Q: 3 clusters Score -32470.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -32471.916016 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -32471.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -32474.498047 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -32474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -32475.501953 Penalty: 577.133057
	Iteration 19Q: 3 clusters Score -32475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -32476.132812 Penalty: 577.133057
	Iteration 20F: 3 clusters Score -32476.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -32477.189453 Penalty: 577.133057
	Iteration 21Q: 3 clusters Score -32477.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -32477.189453 Penalty: 577.133057
	Iteration 22F: 3 clusters Score -32477.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -27309.089844 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -27309.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26849.916016 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -26849.92 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26954.369141 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -26954.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26978.966797 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -26978.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27002.433594 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -27002.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27011.441406 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -27011.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27015.748047 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -27015.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27016.996094 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -27017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27017.792969 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -27017.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27018.355469 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -27018.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27021.105469 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -27021.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27023.306641 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -27023.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27025.427734 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -27025.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27028.478516 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -27028.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27033.199219 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -27033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27038.990234 Penalty: 555.536194
	Iteration 14Q: 3 clusters Score -27038.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27046.451172 Penalty: 555.536194
	Iteration 15Q: 3 clusters Score -27046.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27050.615234 Penalty: 555.536194
	Iteration 16Q: 3 clusters Score -27050.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27052.498047 Penalty: 555.536194
	Iteration 17Q: 3 clusters Score -27052.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27054.189453 Penalty: 555.536194
	Iteration 18Q: 3 clusters Score -27054.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27054.626953 Penalty: 555.536194
	Iteration 19Q: 3 clusters Score -27054.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27054.626953 Penalty: 555.536194
	Iteration 20F: 3 clusters Score -27054.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -29300.367188 Penalty: 290.755951
	Iteration 0F: 2 clusters Score -29300.37 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 284 members 
Entering Unmasked Estep 
Score: -28793.001953 Penalty: 581.511902
	Iteration 0F: 3 clusters Score -28793 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29027.322266 Penalty: 581.511902
	Iteration 1F: 3 clusters Score -29027.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29220.003906 Penalty: 581.511902
	Iteration 2F: 3 clusters Score -29220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29463.033203 Penalty: 581.511902
	Iteration 3F: 3 clusters Score -29463.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29607.664062 Penalty: 581.511902
	Iteration 4F: 3 clusters Score -29607.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29741.189453 Penalty: 581.511902
	Iteration 5Q: 3 clusters Score -29741.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29882.927734 Penalty: 581.511902
	Iteration 6Q: 3 clusters Score -29882.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29935.599609 Penalty: 581.511902
	Iteration 7Q: 3 clusters Score -29935.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29946.970703 Penalty: 581.511902
	Iteration 8Q: 3 clusters Score -29946.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29950.445312 Penalty: 581.511902
	Iteration 9Q: 3 clusters Score -29950.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29952.380859 Penalty: 581.511902
	Iteration 10Q: 3 clusters Score -29952.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29954.585938 Penalty: 581.511902
	Iteration 11Q: 3 clusters Score -29954.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29956.046875 Penalty: 581.511902
	Iteration 12Q: 3 clusters Score -29956.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29956.046875 Penalty: 581.511902
	Iteration 13F: 3 clusters Score -29956.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 90 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
Score: -14135687.000000 Penalty: 53417.542969
Splitting cluster 3 changes total score from -14135299.000000 to -14135687.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 4 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -3742.143066 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -3742.143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3568.481689 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -3568.482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3622.161621 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -3622.162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3652.124756 Penalty: 409.482697
	Iteration 2F: 3 clusters Score -3652.125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3666.960693 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -3666.961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3698.906982 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -3698.907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3748.205322 Penalty: 409.482697
	Iteration 5Q: 3 clusters Score -3748.205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3754.745850 Penalty: 409.482697
	Iteration 6Q: 3 clusters Score -3754.746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3779.269531 Penalty: 409.482697
	Iteration 7Q: 3 clusters Score -3779.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3794.699463 Penalty: 409.482697
	Iteration 8Q: 3 clusters Score -3794.699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3813.280029 Penalty: 409.482697
	Iteration 9Q: 3 clusters Score -3813.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3813.280029 Penalty: 409.482697
	Iteration 10F: 3 clusters Score -3813.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Entering Unmasked Estep 
Score: -14135403.000000 Penalty: 53979.835938
Splitting cluster 4 changes total score from -14135299.000000 to -14135403.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -34931.003906 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -34931 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 264 members 
Entering Unmasked Estep 
Score: -34426.113281 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -34426.11 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34559.890625 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -34559.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34588.726562 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -34588.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34604.019531 Penalty: 576.166687
	Iteration 3Q: 3 clusters Score -34604.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34614.632812 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -34614.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34618.777344 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -34618.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34621.722656 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -34621.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34626.187500 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -34626.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34630.527344 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -34630.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34632.015625 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -34632.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34632.382812 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -34632.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34632.382812 Penalty: 576.166687
	Iteration 11F: 3 clusters Score -34632.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -34500.472656 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -34500.47 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 282 members 
Entering Unmasked Estep 
Score: -33935.027344 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -33935.03 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34094.773438 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -34094.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34142.261719 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -34142.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34169.148438 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -34169.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34189.292969 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -34189.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34207.378906 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -34207.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34217.367188 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -34217.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34223.023438 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -34223.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34227.730469 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -34227.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34231.812500 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -34231.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34234.304688 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -34234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34235.402344 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -34235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34237.515625 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -34237.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34242.527344 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -34242.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34253.214844 Penalty: 579.192322
	Iteration 14Q: 3 clusters Score -34253.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34260.851562 Penalty: 579.192322
	Iteration 15Q: 3 clusters Score -34260.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34267.378906 Penalty: 579.192322
	Iteration 16Q: 3 clusters Score -34267.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34270.882812 Penalty: 579.192322
	Iteration 17Q: 3 clusters Score -34270.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34273.910156 Penalty: 579.192322
	Iteration 18Q: 3 clusters Score -34273.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34276.144531 Penalty: 579.192322
	Iteration 19Q: 3 clusters Score -34276.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34276.644531 Penalty: 579.192322
	Iteration 20F: 3 clusters Score -34276.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34276.902344 Penalty: 579.192322
	Iteration 21Q: 3 clusters Score -34276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34276.902344 Penalty: 579.192322
	Iteration 22F: 3 clusters Score -34276.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5142.632812 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5142.633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4956.378418 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4956.378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5013.566406 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5013.566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5063.208496 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5063.208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5108.126953 Penalty: 430.192291
	Iteration 3F: 3 clusters Score -5108.127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5128.694824 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5128.695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5135.246094 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -5135.246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5199.463379 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -5199.463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5203.225098 Penalty: 430.192291
	Iteration 7Q: 3 clusters Score -5203.225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5207.099121 Penalty: 430.192291
	Iteration 8Q: 3 clusters Score -5207.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5208.826172 Penalty: 430.192291
	Iteration 9Q: 3 clusters Score -5208.826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5210.176270 Penalty: 430.192291
	Iteration 10Q: 3 clusters Score -5210.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5211.696777 Penalty: 430.192291
	Iteration 11F: 3 clusters Score -5211.697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5215.104492 Penalty: 430.192291
	Iteration 12Q: 3 clusters Score -5215.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5215.104492 Penalty: 430.192291
	Iteration 13F: 3 clusters Score -5215.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 33 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 80 members 
Entering Unmasked Estep 
Score: -14135129.000000 Penalty: 54542.125000
Splitting cluster 7 changes total score from -14135299.000000 to -14135129.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -38910.496094 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -38910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38444.058594 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -38444.06 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38551.035156 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -38551.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38578.308594 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -38578.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38587.589844 Penalty: 564.798401
	Iteration 3Q: 3 clusters Score -38587.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38598.003906 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -38598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38605.644531 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -38605.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38612.128906 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -38612.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -38614.308594 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -38614.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38615.636719 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -38615.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38616.898438 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -38616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38617.699219 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -38617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38618.316406 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -38618.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38619.230469 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -38619.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38619.230469 Penalty: 564.798401
	Iteration 13F: 3 clusters Score -38619.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5999.482910 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5999.483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5804.111816 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5804.112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5882.175293 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5882.175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5896.361816 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5896.362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5902.497070 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5902.497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5902.497070 Penalty: 440.821045
	Iteration 4F: 3 clusters Score -5902.497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6543.109375 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6543.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6344.201172 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6344.201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6410.525391 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6410.525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6434.092773 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -6434.093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6441.637207 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6441.637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6441.637207 Penalty: 443.642975
	Iteration 4F: 3 clusters Score -6441.637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6133.487793 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6133.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5914.324707 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5914.325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5956.195801 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5956.196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5964.487793 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5964.488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5972.542969 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5972.543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5974.441406 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5974.441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5976.545898 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -5976.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5979.801758 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -5979.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5979.801758 Penalty: 429.383392
	Iteration 7F: 3 clusters Score -5979.802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (118967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118967 members 
Entering Unmasked Estep 
Score: -7367264.500000 Penalty: 531.740356
	Iteration 0F: 2 clusters Score -7367264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -7293402.000000 Penalty: 1063.480713
	Iteration 0F: 3 clusters Score -7293402 nChanged 57956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -7328359.500000 Penalty: 1063.480713
	Iteration 1F: 3 clusters Score -7328360 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -7329337.000000 Penalty: 1063.480713
	Iteration 2Q: 3 clusters Score -7329337 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -7330637.000000 Penalty: 1063.480713
	Iteration 3Q: 3 clusters Score -7330637 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -7332155.500000 Penalty: 1063.480713
	Iteration 4Q: 3 clusters Score -7332156 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7334214.500000 Penalty: 1063.480713
	Iteration 5Q: 3 clusters Score -7334214 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -7337301.000000 Penalty: 1063.480713
	Iteration 6Q: 3 clusters Score -7337301 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -7341267.000000 Penalty: 1063.480713
	Iteration 7F: 3 clusters Score -7341267 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -7346304.000000 Penalty: 1063.480713
	Iteration 8F: 3 clusters Score -7346304 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -7351335.500000 Penalty: 1063.480713
	Iteration 9F: 3 clusters Score -7351336 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -7355111.500000 Penalty: 1063.480713
	Iteration 10Q: 3 clusters Score -7355112 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -7357168.500000 Penalty: 1063.480713
	Iteration 11Q: 3 clusters Score -7357168 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -7358282.000000 Penalty: 1063.480713
	Iteration 12Q: 3 clusters Score -7358282 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -7358954.000000 Penalty: 1063.480713
	Iteration 13Q: 3 clusters Score -7358954 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -7359461.000000 Penalty: 1063.480713
	Iteration 14Q: 3 clusters Score -7359461 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97349 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -7360082.000000 Penalty: 1063.480713
	Iteration 15Q: 3 clusters Score -7360082 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99658 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -7360428.500000 Penalty: 1063.480713
	Iteration 16Q: 3 clusters Score -7360428 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -7360925.500000 Penalty: 1063.480713
	Iteration 17Q: 3 clusters Score -7360926 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -7361384.500000 Penalty: 1063.480713
	Iteration 18Q: 3 clusters Score -7361384 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -7361885.500000 Penalty: 1063.480713
	Iteration 19Q: 3 clusters Score -7361886 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -7362353.000000 Penalty: 1063.480713
	Iteration 20F: 3 clusters Score -7362353 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109347 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -7362822.500000 Penalty: 1063.480713
	Iteration 21Q: 3 clusters Score -7362822 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -7363211.000000 Penalty: 1063.480713
	Iteration 22Q: 3 clusters Score -7363211 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -7363599.000000 Penalty: 1063.480713
	Iteration 23Q: 3 clusters Score -7363599 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -7363967.500000 Penalty: 1063.480713
	Iteration 24Q: 3 clusters Score -7363968 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -7364391.000000 Penalty: 1063.480713
	Iteration 25Q: 3 clusters Score -7364391 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7364701.500000 Penalty: 1063.480713
	Iteration 26Q: 3 clusters Score -7364702 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115803 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7364980.000000 Penalty: 1063.480713
	Iteration 27Q: 3 clusters Score -7364980 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116386 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7365306.500000 Penalty: 1063.480713
	Iteration 28Q: 3 clusters Score -7365306 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7365560.000000 Penalty: 1063.480713
	Iteration 29Q: 3 clusters Score -7365560 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7365788.500000 Penalty: 1063.480713
	Iteration 30Q: 3 clusters Score -7365788 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117499 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7365980.500000 Penalty: 1063.480713
	Iteration 31Q: 3 clusters Score -7365980 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117746 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7366134.000000 Penalty: 1063.480713
	Iteration 32Q: 3 clusters Score -7366134 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7366269.500000 Penalty: 1063.480713
	Iteration 33Q: 3 clusters Score -7366270 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7366418.500000 Penalty: 1063.480713
	Iteration 34Q: 3 clusters Score -7366418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7366504.000000 Penalty: 1063.480713
	Iteration 35Q: 3 clusters Score -7366504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118343 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7366564.500000 Penalty: 1063.480713
	Iteration 36Q: 3 clusters Score -7366564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118411 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7366622.000000 Penalty: 1063.480713
	Iteration 37Q: 3 clusters Score -7366622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7366652.500000 Penalty: 1063.480713
	Iteration 38Q: 3 clusters Score -7366652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7366685.000000 Penalty: 1063.480713
	Iteration 39Q: 3 clusters Score -7366685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7366718.000000 Penalty: 1063.480713
	Iteration 40F: 3 clusters Score -7366718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7366717.000000 Penalty: 1063.480713
	Iteration 41Q: 3 clusters Score -7366717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118570 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7366735.500000 Penalty: 1063.480713
	Iteration 42Q: 3 clusters Score -7366736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118579 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7366750.000000 Penalty: 1063.480713
	Iteration 43Q: 3 clusters Score -7366750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118585 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7366749.000000 Penalty: 1063.480713
	Iteration 44Q: 3 clusters Score -7366749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118590 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7366752.000000 Penalty: 1063.480713
	Iteration 45Q: 3 clusters Score -7366752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118596 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7366754.000000 Penalty: 1063.480713
	Iteration 46Q: 3 clusters Score -7366754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118603 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7366759.000000 Penalty: 1063.480713
	Iteration 47Q: 3 clusters Score -7366759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7366768.500000 Penalty: 1063.480713
	Iteration 48Q: 3 clusters Score -7366768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118612 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7366765.500000 Penalty: 1063.480713
	Iteration 49Q: 3 clusters Score -7366766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7366773.000000 Penalty: 1063.480713
	Iteration 50Q: 3 clusters Score -7366773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7366771.500000 Penalty: 1063.480713
	Iteration 51Q: 3 clusters Score -7366772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118618 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7366768.000000 Penalty: 1063.480713
	Iteration 52Q: 3 clusters Score -7366768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118620 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7366769.000000 Penalty: 1063.480713
	Iteration 53Q: 3 clusters Score -7366769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7366769.500000 Penalty: 1063.480713
	Iteration 54Q: 3 clusters Score -7366770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118627 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7366777.500000 Penalty: 1063.480713
	Iteration 55Q: 3 clusters Score -7366778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118629 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7366789.000000 Penalty: 1063.480713
	Iteration 56Q: 3 clusters Score -7366789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7366793.500000 Penalty: 1063.480713
	Iteration 57Q: 3 clusters Score -7366794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7366797.000000 Penalty: 1063.480713
	Iteration 58Q: 3 clusters Score -7366797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7366803.500000 Penalty: 1063.480713
	Iteration 59Q: 3 clusters Score -7366804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7366812.500000 Penalty: 1063.480713
	Iteration 60F: 3 clusters Score -7366812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118652 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7366815.500000 Penalty: 1063.480713
	Iteration 61Q: 3 clusters Score -7366816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7366826.500000 Penalty: 1063.480713
	Iteration 62Q: 3 clusters Score -7366826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118657 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7366820.500000 Penalty: 1063.480713
	Iteration 63Q: 3 clusters Score -7366820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118658 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7366819.000000 Penalty: 1063.480713
	Iteration 64Q: 3 clusters Score -7366819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118658 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7366819.000000 Penalty: 1063.480713
	Iteration 65F: 3 clusters Score -7366819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12414.582031 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12414.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12125.380859 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12125.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12206.468750 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12206.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12232.184570 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12232.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12240.795898 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -12240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12243.489258 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12243.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12244.125977 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12244.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12244.125977 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -12244.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -19322.875000 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -19322.88 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 182 members 
Entering Unmasked Estep 
Score: -19006.625000 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -19006.62 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19228.144531 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -19228.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19309.966797 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -19309.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19326.343750 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -19326.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19341.638672 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -19341.64 nChanged 1
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: -19342.195312 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -19342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19342.720703 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -19342.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19342.720703 Penalty: 529.357117
	Iteration 7F: 3 clusters Score -19342.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 232 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 104 members 
Entering Unmasked Estep 
Score: -14135131.000000 Penalty: 54542.125000
Splitting cluster 14 changes total score from -14135299.000000 to -14135131.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Entering Unmasked Estep 
Score: -1239727.625000 Penalty: 452.239838
	Iteration 0F: 2 clusters Score -1239728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1225932.625000 Penalty: 904.479675
	Iteration 0F: 3 clusters Score -1225933 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1231843.250000 Penalty: 904.479675
	Iteration 1F: 3 clusters Score -1231843 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1232477.250000 Penalty: 904.479675
	Iteration 2F: 3 clusters Score -1232477 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1233303.000000 Penalty: 904.479675
	Iteration 3F: 3 clusters Score -1233303 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1234310.625000 Penalty: 904.479675
	Iteration 4F: 3 clusters Score -1234311 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1235288.375000 Penalty: 904.479675
	Iteration 5F: 3 clusters Score -1235288 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1236253.625000 Penalty: 904.479675
	Iteration 6F: 3 clusters Score -1236254 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1237323.250000 Penalty: 904.479675
	Iteration 7Q: 3 clusters Score -1237323 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1237994.625000 Penalty: 904.479675
	Iteration 8Q: 3 clusters Score -1237995 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1238296.500000 Penalty: 904.479675
	Iteration 9Q: 3 clusters Score -1238296 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1238476.375000 Penalty: 904.479675
	Iteration 10Q: 3 clusters Score -1238476 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1238641.500000 Penalty: 904.479675
	Iteration 11Q: 3 clusters Score -1238642 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1238763.625000 Penalty: 904.479675
	Iteration 12Q: 3 clusters Score -1238764 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1238855.250000 Penalty: 904.479675
	Iteration 13Q: 3 clusters Score -1238855 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1238944.875000 Penalty: 904.479675
	Iteration 14Q: 3 clusters Score -1238945 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1238996.875000 Penalty: 904.479675
	Iteration 15Q: 3 clusters Score -1238997 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1239054.625000 Penalty: 904.479675
	Iteration 16Q: 3 clusters Score -1239055 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1239128.500000 Penalty: 904.479675
	Iteration 17Q: 3 clusters Score -1239128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -1239194.625000 Penalty: 904.479675
	Iteration 18Q: 3 clusters Score -1239195 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1239241.500000 Penalty: 904.479675
	Iteration 19Q: 3 clusters Score -1239242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1239283.750000 Penalty: 904.479675
	Iteration 20F: 3 clusters Score -1239284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1239321.125000 Penalty: 904.479675
	Iteration 21Q: 3 clusters Score -1239321 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1239353.750000 Penalty: 904.479675
	Iteration 22Q: 3 clusters Score -1239354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1239372.500000 Penalty: 904.479675
	Iteration 23Q: 3 clusters Score -1239372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1239385.750000 Penalty: 904.479675
	Iteration 24Q: 3 clusters Score -1239386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1239398.750000 Penalty: 904.479675
	Iteration 25Q: 3 clusters Score -1239399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1239405.750000 Penalty: 904.479675
	Iteration 26Q: 3 clusters Score -1239406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1239416.000000 Penalty: 904.479675
	Iteration 27Q: 3 clusters Score -1239416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1239429.750000 Penalty: 904.479675
	Iteration 28Q: 3 clusters Score -1239430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1239435.875000 Penalty: 904.479675
	Iteration 29Q: 3 clusters Score -1239436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1239439.625000 Penalty: 904.479675
	Iteration 30Q: 3 clusters Score -1239440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -1239442.125000 Penalty: 904.479675
	Iteration 31Q: 3 clusters Score -1239442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1239445.750000 Penalty: 904.479675
	Iteration 32Q: 3 clusters Score -1239446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1239449.875000 Penalty: 904.479675
	Iteration 33Q: 3 clusters Score -1239450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1239448.875000 Penalty: 904.479675
	Iteration 34Q: 3 clusters Score -1239449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1239449.500000 Penalty: 904.479675
	Iteration 35Q: 3 clusters Score -1239450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -1239451.625000 Penalty: 904.479675
	Iteration 36Q: 3 clusters Score -1239452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -1239453.625000 Penalty: 904.479675
	Iteration 37Q: 3 clusters Score -1239454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -1239459.750000 Penalty: 904.479675
	Iteration 38Q: 3 clusters Score -1239460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1239463.875000 Penalty: 904.479675
	Iteration 39Q: 3 clusters Score -1239464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1239465.375000 Penalty: 904.479675
	Iteration 40F: 3 clusters Score -1239465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1239467.250000 Penalty: 904.479675
	Iteration 41Q: 3 clusters Score -1239467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1239465.375000 Penalty: 904.479675
	Iteration 42Q: 3 clusters Score -1239465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -1239467.625000 Penalty: 904.479675
	Iteration 43Q: 3 clusters Score -1239468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1239466.250000 Penalty: 904.479675
	Iteration 44Q: 3 clusters Score -1239466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -1239468.000000 Penalty: 904.479675
	Iteration 45Q: 3 clusters Score -1239468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1239468.750000 Penalty: 904.479675
	Iteration 46Q: 3 clusters Score -1239469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1239469.375000 Penalty: 904.479675
	Iteration 47Q: 3 clusters Score -1239469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1239469.750000 Penalty: 904.479675
	Iteration 48Q: 3 clusters Score -1239470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -1239470.000000 Penalty: 904.479675
	Iteration 49Q: 3 clusters Score -1239470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -1239472.750000 Penalty: 904.479675
	Iteration 50Q: 3 clusters Score -1239473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1239475.000000 Penalty: 904.479675
	Iteration 51Q: 3 clusters Score -1239475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -1239473.875000 Penalty: 904.479675
	Iteration 52Q: 3 clusters Score -1239474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1239475.375000 Penalty: 904.479675
	Iteration 53Q: 3 clusters Score -1239475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1239477.250000 Penalty: 904.479675
	Iteration 54Q: 3 clusters Score -1239477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -1239479.125000 Penalty: 904.479675
	Iteration 55Q: 3 clusters Score -1239479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1239479.250000 Penalty: 904.479675
	Iteration 56Q: 3 clusters Score -1239479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -1239478.750000 Penalty: 904.479675
	Iteration 57Q: 3 clusters Score -1239479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -1239478.375000 Penalty: 904.479675
	Iteration 58Q: 3 clusters Score -1239478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -1239481.125000 Penalty: 904.479675
	Iteration 59Q: 3 clusters Score -1239481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -1239481.125000 Penalty: 904.479675
	Iteration 60F: 3 clusters Score -1239481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6570.167969 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6570.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6339.443359 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6339.443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6392.796387 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6392.796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6421.919434 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6421.919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6471.270020 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -6471.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6484.067871 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6484.068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6502.242188 Penalty: 454.129395
	Iteration 5F: 3 clusters Score -6502.242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -20596.603516 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -20596.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20132.636719 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -20132.64 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20260.546875 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -20260.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20302.822266 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -20302.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20335.615234 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -20335.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20353.421875 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -20353.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20362.681641 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -20362.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20368.732422 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -20368.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20374.777344 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -20374.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20378.734375 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -20378.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20381.105469 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -20381.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20381.289062 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -20381.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20381.289062 Penalty: 557.545105
	Iteration 11F: 3 clusters Score -20381.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -19606.146484 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -19606.15 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 148 members 
Entering Unmasked Estep 
Score: -19242.742188 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -19242.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19334.875000 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -19334.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19381.341797 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -19381.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19412.152344 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -19412.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19424.648438 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -19424.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19439.164062 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -19439.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19446.000000 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -19446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19449.294922 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -19449.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19450.833984 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -19450.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19452.412109 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -19452.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19453.060547 Penalty: 516.272400
	Iteration 10Q: 3 clusters Score -19453.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19453.060547 Penalty: 516.272400
	Iteration 11F: 3 clusters Score -19453.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38211.378906 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38211.38 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 317 members 
Entering Unmasked Estep 
Score: -37636.617188 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37636.62 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37806.750000 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37806.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37854.160156 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -37854.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37885.957031 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -37885.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37920.917969 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -37920.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37959.980469 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -37959.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37981.164062 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -37981.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37995.753906 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -37995.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38002.726562 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38002.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38020.382812 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38020.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38032.601562 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -38034.199219 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -38035.378906 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -38035.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38035.757812 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -38035.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38038.878906 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -38038.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -38042.652344 Penalty: 586.126160
	Iteration 15Q: 3 clusters Score -38042.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38043.789062 Penalty: 586.126160
	Iteration 16Q: 3 clusters Score -38043.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38044.015625 Penalty: 586.126160
	Iteration 17Q: 3 clusters Score -38044.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38044.015625 Penalty: 586.126160
	Iteration 18F: 3 clusters Score -38044.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -49401.878906 Penalty: 298.203979
	Iteration 0F: 2 clusters Score -49401.88 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 368 members 
Entering Unmasked Estep 
Score: -48788.757812 Penalty: 596.407959
	Iteration 0F: 3 clusters Score -48788.76 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -48976.562500 Penalty: 596.407959
	Iteration 1F: 3 clusters Score -48976.56 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -49048.339844 Penalty: 596.407959
	Iteration 2F: 3 clusters Score -49048.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -49102.277344 Penalty: 596.407959
	Iteration 3F: 3 clusters Score -49102.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49138.132812 Penalty: 596.407959
	Iteration 4F: 3 clusters Score -49138.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49170.851562 Penalty: 596.407959
	Iteration 5Q: 3 clusters Score -49170.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49181.917969 Penalty: 596.407959
	Iteration 6Q: 3 clusters Score -49181.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -49195.515625 Penalty: 596.407959
	Iteration 7Q: 3 clusters Score -49195.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49207.246094 Penalty: 596.407959
	Iteration 8Q: 3 clusters Score -49207.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49218.476562 Penalty: 596.407959
	Iteration 9Q: 3 clusters Score -49218.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49231.667969 Penalty: 596.407959
	Iteration 10Q: 3 clusters Score -49231.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49250.625000 Penalty: 596.407959
	Iteration 11Q: 3 clusters Score -49250.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49274.359375 Penalty: 596.407959
	Iteration 12Q: 3 clusters Score -49274.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -49311.648438 Penalty: 596.407959
	Iteration 13Q: 3 clusters Score -49311.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49336.699219 Penalty: 596.407959
	Iteration 14Q: 3 clusters Score -49336.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49345.781250 Penalty: 596.407959
	Iteration 15Q: 3 clusters Score -49345.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49351.765625 Penalty: 596.407959
	Iteration 16Q: 3 clusters Score -49351.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49360.074219 Penalty: 596.407959
	Iteration 17Q: 3 clusters Score -49360.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49371.000000 Penalty: 596.407959
	Iteration 18Q: 3 clusters Score -49371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49381.089844 Penalty: 596.407959
	Iteration 19Q: 3 clusters Score -49381.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49387.835938 Penalty: 596.407959
	Iteration 20F: 3 clusters Score -49387.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49393.437500 Penalty: 596.407959
	Iteration 21Q: 3 clusters Score -49393.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49397.949219 Penalty: 596.407959
	Iteration 22Q: 3 clusters Score -49397.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49404.250000 Penalty: 596.407959
	Iteration 23Q: 3 clusters Score -49404.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49410.500000 Penalty: 596.407959
	Iteration 24Q: 3 clusters Score -49410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49411.500000 Penalty: 596.407959
	Iteration 25Q: 3 clusters Score -49411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49413.605469 Penalty: 596.407959
	Iteration 26Q: 3 clusters Score -49413.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49414.328125 Penalty: 596.407959
	Iteration 27Q: 3 clusters Score -49414.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49415.265625 Penalty: 596.407959
	Iteration 28Q: 3 clusters Score -49415.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49416.496094 Penalty: 596.407959
	Iteration 29Q: 3 clusters Score -49416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49416.953125 Penalty: 596.407959
	Iteration 30Q: 3 clusters Score -49416.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49416.953125 Penalty: 596.407959
	Iteration 31F: 3 clusters Score -49416.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 264 members 
Entering Unmasked Estep 
Score: -14135149.000000 Penalty: 54542.125000
Splitting cluster 20 changes total score from -14135299.000000 to -14135149.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -484215.343750 Penalty: 412.775879
	Iteration 0F: 2 clusters Score -484215.3 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 4381 members 
Entering Unmasked Estep 
Score: -478484.906250 Penalty: 825.551758
	Iteration 0F: 3 clusters Score -478484.9 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -480639.656250 Penalty: 825.551758
	Iteration 1F: 3 clusters Score -480639.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -480860.062500 Penalty: 825.551758
	Iteration 2F: 3 clusters Score -480860.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -481106.968750 Penalty: 825.551758
	Iteration 3F: 3 clusters Score -481107 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -481382.968750 Penalty: 825.551758
	Iteration 4F: 3 clusters Score -481383 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -481698.750000 Penalty: 825.551758
	Iteration 5F: 3 clusters Score -481698.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -482023.968750 Penalty: 825.551758
	Iteration 6F: 3 clusters Score -482024 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -482342.468750 Penalty: 825.551758
	Iteration 7F: 3 clusters Score -482342.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -482576.218750 Penalty: 825.551758
	Iteration 8Q: 3 clusters Score -482576.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -482750.500000 Penalty: 825.551758
	Iteration 9Q: 3 clusters Score -482750.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -482915.562500 Penalty: 825.551758
	Iteration 10Q: 3 clusters Score -482915.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -483077.906250 Penalty: 825.551758
	Iteration 11Q: 3 clusters Score -483077.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -483254.781250 Penalty: 825.551758
	Iteration 12Q: 3 clusters Score -483254.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -483396.343750 Penalty: 825.551758
	Iteration 13Q: 3 clusters Score -483396.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -483516.906250 Penalty: 825.551758
	Iteration 14Q: 3 clusters Score -483516.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -483624.031250 Penalty: 825.551758
	Iteration 15Q: 3 clusters Score -483624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -483691.125000 Penalty: 825.551758
	Iteration 16Q: 3 clusters Score -483691.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -483742.500000 Penalty: 825.551758
	Iteration 17Q: 3 clusters Score -483742.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -483773.187500 Penalty: 825.551758
	Iteration 18Q: 3 clusters Score -483773.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -483798.375000 Penalty: 825.551758
	Iteration 19Q: 3 clusters Score -483798.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -483817.968750 Penalty: 825.551758
	Iteration 20F: 3 clusters Score -483818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -483832.656250 Penalty: 825.551758
	Iteration 21Q: 3 clusters Score -483832.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -483852.250000 Penalty: 825.551758
	Iteration 22Q: 3 clusters Score -483852.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -483868.750000 Penalty: 825.551758
	Iteration 23Q: 3 clusters Score -483868.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -483883.781250 Penalty: 825.551758
	Iteration 24Q: 3 clusters Score -483883.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -483893.468750 Penalty: 825.551758
	Iteration 25Q: 3 clusters Score -483893.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -483903.718750 Penalty: 825.551758
	Iteration 26Q: 3 clusters Score -483903.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -483916.406250 Penalty: 825.551758
	Iteration 27Q: 3 clusters Score -483916.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -483929.500000 Penalty: 825.551758
	Iteration 28Q: 3 clusters Score -483929.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -483937.812500 Penalty: 825.551758
	Iteration 29Q: 3 clusters Score -483937.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -483947.375000 Penalty: 825.551758
	Iteration 30Q: 3 clusters Score -483947.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -483954.281250 Penalty: 825.551758
	Iteration 31Q: 3 clusters Score -483954.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -483957.343750 Penalty: 825.551758
	Iteration 32Q: 3 clusters Score -483957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -483959.218750 Penalty: 825.551758
	Iteration 33Q: 3 clusters Score -483959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -483961.218750 Penalty: 825.551758
	Iteration 34Q: 3 clusters Score -483961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -483961.281250 Penalty: 825.551758
	Iteration 35Q: 3 clusters Score -483961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -483963.781250 Penalty: 825.551758
	Iteration 36Q: 3 clusters Score -483963.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -483964.500000 Penalty: 825.551758
	Iteration 37Q: 3 clusters Score -483964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -483965.562500 Penalty: 825.551758
	Iteration 38Q: 3 clusters Score -483965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -483967.875000 Penalty: 825.551758
	Iteration 39Q: 3 clusters Score -483967.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -483970.906250 Penalty: 825.551758
	Iteration 40F: 3 clusters Score -483970.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -483977.312500 Penalty: 825.551758
	Iteration 41Q: 3 clusters Score -483977.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -483984.593750 Penalty: 825.551758
	Iteration 42Q: 3 clusters Score -483984.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -483991.687500 Penalty: 825.551758
	Iteration 43Q: 3 clusters Score -483991.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -484001.218750 Penalty: 825.551758
	Iteration 44Q: 3 clusters Score -484001.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -484016.375000 Penalty: 825.551758
	Iteration 45Q: 3 clusters Score -484016.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -484035.343750 Penalty: 825.551758
	Iteration 46Q: 3 clusters Score -484035.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -484046.218750 Penalty: 825.551758
	Iteration 47Q: 3 clusters Score -484046.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -484057.906250 Penalty: 825.551758
	Iteration 48Q: 3 clusters Score -484057.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -484072.656250 Penalty: 825.551758
	Iteration 49Q: 3 clusters Score -484072.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -484085.843750 Penalty: 825.551758
	Iteration 50Q: 3 clusters Score -484085.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -484092.437500 Penalty: 825.551758
	Iteration 51Q: 3 clusters Score -484092.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -484095.406250 Penalty: 825.551758
	Iteration 52Q: 3 clusters Score -484095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -484096.687500 Penalty: 825.551758
	Iteration 53Q: 3 clusters Score -484096.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -484097.968750 Penalty: 825.551758
	Iteration 54Q: 3 clusters Score -484098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -484099.531250 Penalty: 825.551758
	Iteration 55Q: 3 clusters Score -484099.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -484101.781250 Penalty: 825.551758
	Iteration 56Q: 3 clusters Score -484101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -484103.437500 Penalty: 825.551758
	Iteration 57Q: 3 clusters Score -484103.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -484103.562500 Penalty: 825.551758
	Iteration 58Q: 3 clusters Score -484103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -484104.656250 Penalty: 825.551758
	Iteration 59Q: 3 clusters Score -484104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -484105.406250 Penalty: 825.551758
	Iteration 60F: 3 clusters Score -484105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -484107.812500 Penalty: 825.551758
	Iteration 61Q: 3 clusters Score -484107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -484111.093750 Penalty: 825.551758
	Iteration 62Q: 3 clusters Score -484111.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -484115.093750 Penalty: 825.551758
	Iteration 63Q: 3 clusters Score -484115.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -484120.656250 Penalty: 825.551758
	Iteration 64Q: 3 clusters Score -484120.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -484123.312500 Penalty: 825.551758
	Iteration 65Q: 3 clusters Score -484123.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -484128.812500 Penalty: 825.551758
	Iteration 66Q: 3 clusters Score -484128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -484130.500000 Penalty: 825.551758
	Iteration 67Q: 3 clusters Score -484130.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -484133.156250 Penalty: 825.551758
	Iteration 68Q: 3 clusters Score -484133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -484134.125000 Penalty: 825.551758
	Iteration 69Q: 3 clusters Score -484134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -484134.750000 Penalty: 825.551758
	Iteration 70Q: 3 clusters Score -484134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -484135.031250 Penalty: 825.551758
	Iteration 71Q: 3 clusters Score -484135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -484137.156250 Penalty: 825.551758
	Iteration 72Q: 3 clusters Score -484137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -484137.500000 Penalty: 825.551758
	Iteration 73Q: 3 clusters Score -484137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -484138.031250 Penalty: 825.551758
	Iteration 74Q: 3 clusters Score -484138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -484140.000000 Penalty: 825.551758
	Iteration 75Q: 3 clusters Score -484140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -484143.062500 Penalty: 825.551758
	Iteration 76Q: 3 clusters Score -484143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -484145.656250 Penalty: 825.551758
	Iteration 77Q: 3 clusters Score -484145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -484148.906250 Penalty: 825.551758
	Iteration 78Q: 3 clusters Score -484148.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -484150.500000 Penalty: 825.551758
	Iteration 79Q: 3 clusters Score -484150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -484154.125000 Penalty: 825.551758
	Iteration 80F: 3 clusters Score -484154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -484155.843750 Penalty: 825.551758
	Iteration 81Q: 3 clusters Score -484155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -484155.687500 Penalty: 825.551758
	Iteration 82Q: 3 clusters Score -484155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -484156.062500 Penalty: 825.551758
	Iteration 83Q: 3 clusters Score -484156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -484156.187500 Penalty: 825.551758
	Iteration 84Q: 3 clusters Score -484156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -484156.437500 Penalty: 825.551758
	Iteration 85Q: 3 clusters Score -484156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -484156.437500 Penalty: 825.551758
	Iteration 86F: 3 clusters Score -484156.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -64852.269531 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -64852.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63994.671875 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -63994.67 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64292.207031 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -64292.21 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64372.937500 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -64372.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64420.660156 Penalty: 636.364380
	Iteration 3F: 3 clusters Score -64420.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64453.523438 Penalty: 636.364380
	Iteration 4Q: 3 clusters Score -64453.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -64480.117188 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -64480.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64500.363281 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -64500.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -64515.773438 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -64515.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -64526.222656 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -64526.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -64534.875000 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -64534.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -64537.671875 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -64537.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -64542.265625 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -64542.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -64547.757812 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -64547.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -64552.328125 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -64552.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -64554.867188 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -64554.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -64556.703125 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -64556.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -64556.703125 Penalty: 636.364380
	Iteration 16F: 3 clusters Score -64556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Entering Unmasked Estep 
Score: -1593.421021 Penalty: 170.063965
	Iteration 0F: 2 clusters Score -1593.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1471.048340 Penalty: 340.127930
	Iteration 0F: 3 clusters Score -1471.048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1481.068604 Penalty: 340.127930
	Iteration 1Q: 3 clusters Score -1481.069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1481.068604 Penalty: 340.127930
	Iteration 2F: 3 clusters Score -1481.069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5572.036621 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5572.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5425.882812 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5425.883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5533.085938 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5533.086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5582.790527 Penalty: 427.743713
	Iteration 2Q: 3 clusters Score -5582.791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5622.480469 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5622.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5623.819336 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5623.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5623.819336 Penalty: 427.743713
	Iteration 5F: 3 clusters Score -5623.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 43 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 67 members 
Entering Unmasked Estep 
Score: -14135109.000000 Penalty: 54542.125000
Splitting cluster 24 changes total score from -14135299.000000 to -14135109.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35731.320312 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35731.32 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 290 members 
Entering Unmasked Estep 
Score: -35225.968750 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -35225.97 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35394.695312 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -35394.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35450.164062 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35450.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35491.585938 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -35491.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35506.937500 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -35506.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -35514.578125 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35514.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35521.625000 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35521.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35528.269531 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35528.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35533.640625 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35533.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -35537.468750 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35537.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35539.226562 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -35539.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35540.667969 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -35540.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35542.214844 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -35542.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35542.421875 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -35542.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35542.421875 Penalty: 578.878540
	Iteration 14F: 3 clusters Score -35542.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -26731.390625 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -26731.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26233.509766 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -26233.51 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26455.318359 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -26455.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -26558.894531 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -26558.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26676.611328 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -26676.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26766.880859 Penalty: 567.687561
	Iteration 4F: 3 clusters Score -26766.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26794.042969 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -26794.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -26816.113281 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -26816.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26826.541016 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -26826.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26837.279297 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -26837.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26842.378906 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -26842.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26844.333984 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -26844.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26845.539062 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -26845.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26845.539062 Penalty: 567.687561
	Iteration 12F: 3 clusters Score -26845.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 122 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 390 members 
Entering Unmasked Estep 
Score: -14135237.000000 Penalty: 54542.125000
Splitting cluster 26 changes total score from -14135299.000000 to -14135237.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -176360.343750 Penalty: 348.876984
	Iteration 0F: 2 clusters Score -176360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -174838.453125 Penalty: 697.753967
	Iteration 0F: 3 clusters Score -174838.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -175345.281250 Penalty: 697.753967
	Iteration 1F: 3 clusters Score -175345.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -175414.015625 Penalty: 697.753967
	Iteration 2F: 3 clusters Score -175414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -175471.500000 Penalty: 697.753967
	Iteration 3F: 3 clusters Score -175471.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -175541.843750 Penalty: 697.753967
	Iteration 4F: 3 clusters Score -175541.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -175635.421875 Penalty: 697.753967
	Iteration 5F: 3 clusters Score -175635.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -175750.875000 Penalty: 697.753967
	Iteration 6F: 3 clusters Score -175750.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -175830.421875 Penalty: 697.753967
	Iteration 7Q: 3 clusters Score -175830.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -175896.343750 Penalty: 697.753967
	Iteration 8Q: 3 clusters Score -175896.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -175939.078125 Penalty: 697.753967
	Iteration 9Q: 3 clusters Score -175939.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -175965.328125 Penalty: 697.753967
	Iteration 10Q: 3 clusters Score -175965.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -175980.187500 Penalty: 697.753967
	Iteration 11Q: 3 clusters Score -175980.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -175997.562500 Penalty: 697.753967
	Iteration 12Q: 3 clusters Score -175997.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -176025.312500 Penalty: 697.753967
	Iteration 13Q: 3 clusters Score -176025.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -176052.593750 Penalty: 697.753967
	Iteration 14Q: 3 clusters Score -176052.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -176066.843750 Penalty: 697.753967
	Iteration 15Q: 3 clusters Score -176066.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -176079.468750 Penalty: 697.753967
	Iteration 16Q: 3 clusters Score -176079.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -176091.109375 Penalty: 697.753967
	Iteration 17Q: 3 clusters Score -176091.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -176102.828125 Penalty: 697.753967
	Iteration 18Q: 3 clusters Score -176102.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -176116.390625 Penalty: 697.753967
	Iteration 19Q: 3 clusters Score -176116.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -176133.218750 Penalty: 697.753967
	Iteration 20F: 3 clusters Score -176133.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -176148.140625 Penalty: 697.753967
	Iteration 21Q: 3 clusters Score -176148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -176165.828125 Penalty: 697.753967
	Iteration 22Q: 3 clusters Score -176165.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -176181.578125 Penalty: 697.753967
	Iteration 23Q: 3 clusters Score -176181.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -176198.796875 Penalty: 697.753967
	Iteration 24Q: 3 clusters Score -176198.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -176204.781250 Penalty: 697.753967
	Iteration 25Q: 3 clusters Score -176204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -176206.843750 Penalty: 697.753967
	Iteration 26Q: 3 clusters Score -176206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -176207.640625 Penalty: 697.753967
	Iteration 27Q: 3 clusters Score -176207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -176208.812500 Penalty: 697.753967
	Iteration 28Q: 3 clusters Score -176208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -176211.687500 Penalty: 697.753967
	Iteration 29Q: 3 clusters Score -176211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -176212.218750 Penalty: 697.753967
	Iteration 30Q: 3 clusters Score -176212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -176212.046875 Penalty: 697.753967
	Iteration 31Q: 3 clusters Score -176212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -176212.046875 Penalty: 697.753967
	Iteration 32F: 3 clusters Score -176212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -102881.132812 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -102881.1 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 879 members 
Entering Unmasked Estep 
Score: -101624.539062 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -101624.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -102043.000000 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -102043 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -102138.507812 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -102138.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -102213.296875 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -102213.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -102279.125000 Penalty: 676.194336
	Iteration 4Q: 3 clusters Score -102279.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -102353.742188 Penalty: 676.194336
	Iteration 5Q: 3 clusters Score -102353.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -102418.476562 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -102418.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -102449.710938 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -102449.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -102468.515625 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -102468.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -102479.773438 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -102479.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -102490.546875 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -102490.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -102499.921875 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -102499.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -102509.414062 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -102509.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -102519.289062 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -102519.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -102523.750000 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -102523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -102525.187500 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -102525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -102528.929688 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -102528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -102535.195312 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -102535.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -102544.460938 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -102544.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -102553.789062 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -102553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -102558.257812 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -102558.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -102563.937500 Penalty: 676.194336
	Iteration 21Q: 3 clusters Score -102563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -102568.492188 Penalty: 676.194336
	Iteration 22Q: 3 clusters Score -102568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -102573.437500 Penalty: 676.194336
	Iteration 23Q: 3 clusters Score -102573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -102575.968750 Penalty: 676.194336
	Iteration 24Q: 3 clusters Score -102576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -102576.664062 Penalty: 676.194336
	Iteration 25Q: 3 clusters Score -102576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -102576.664062 Penalty: 676.194336
	Iteration 26F: 3 clusters Score -102576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -39971.246094 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -39971.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39340.484375 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -39340.48 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39543.359375 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -39543.36 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39607.429688 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -39607.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39638.660156 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -39638.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39651.972656 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -39651.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -39660.937500 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -39660.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39670.968750 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -39670.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39680.808594 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -39680.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39686.640625 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -39686.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -39691.402344 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -39691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39695.644531 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -39695.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39699.785156 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -39699.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39706.507812 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -39706.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39714.886719 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -39714.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39721.582031 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -39721.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -39728.171875 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -39728.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39735.085938 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -39735.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39741.558594 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -39741.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -39747.554688 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -39747.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -39756.117188 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -39756.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -39763.230469 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -39763.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -39770.597656 Penalty: 598.711853
	Iteration 21Q: 3 clusters Score -39770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -39775.843750 Penalty: 598.711853
	Iteration 22Q: 3 clusters Score -39775.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -39783.460938 Penalty: 598.711853
	Iteration 23Q: 3 clusters Score -39783.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -39790.218750 Penalty: 598.711853
	Iteration 24Q: 3 clusters Score -39790.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -39794.140625 Penalty: 598.711853
	Iteration 25Q: 3 clusters Score -39794.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -39796.722656 Penalty: 598.711853
	Iteration 26Q: 3 clusters Score -39796.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -39800.441406 Penalty: 598.711853
	Iteration 27Q: 3 clusters Score -39800.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -39806.035156 Penalty: 598.711853
	Iteration 28Q: 3 clusters Score -39806.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -39809.441406 Penalty: 598.711853
	Iteration 29Q: 3 clusters Score -39809.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -39812.464844 Penalty: 598.711853
	Iteration 30Q: 3 clusters Score -39812.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -39815.929688 Penalty: 598.711853
	Iteration 31Q: 3 clusters Score -39815.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -39818.667969 Penalty: 598.711853
	Iteration 32Q: 3 clusters Score -39818.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -39820.433594 Penalty: 598.711853
	Iteration 33Q: 3 clusters Score -39820.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -39822.031250 Penalty: 598.711853
	Iteration 34Q: 3 clusters Score -39822.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -39822.652344 Penalty: 598.711853
	Iteration 35Q: 3 clusters Score -39822.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -39825.199219 Penalty: 598.711853
	Iteration 36Q: 3 clusters Score -39825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -39828.843750 Penalty: 598.711853
	Iteration 37Q: 3 clusters Score -39828.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39835.703125 Penalty: 598.711853
	Iteration 38Q: 3 clusters Score -39835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -39839.136719 Penalty: 598.711853
	Iteration 39Q: 3 clusters Score -39839.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -39842.023438 Penalty: 598.711853
	Iteration 40F: 3 clusters Score -39842.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7314.608398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -7314.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7073.145020 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -7073.145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7121.144043 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -7121.144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7135.504883 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -7135.505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7141.597656 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -7141.598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7144.713379 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -7144.713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7151.522949 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -7151.523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7155.028809 Penalty: 437.908783
	Iteration 6Q: 3 clusters Score -7155.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7155.028809 Penalty: 437.908783
	Iteration 7F: 3 clusters Score -7155.029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Entering Unmasked Estep 
Score: -1355193.250000 Penalty: 452.923859
	Iteration 0F: 2 clusters Score -1355193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1341201.125000 Penalty: 905.847717
	Iteration 0F: 3 clusters Score -1341201 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1346980.375000 Penalty: 905.847717
	Iteration 1F: 3 clusters Score -1346980 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1347406.750000 Penalty: 905.847717
	Iteration 2Q: 3 clusters Score -1347407 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1347985.500000 Penalty: 905.847717
	Iteration 3F: 3 clusters Score -1347986 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1348701.375000 Penalty: 905.847717
	Iteration 4F: 3 clusters Score -1348701 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1349519.125000 Penalty: 905.847717
	Iteration 5F: 3 clusters Score -1349519 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1350295.750000 Penalty: 905.847717
	Iteration 6F: 3 clusters Score -1350296 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1350910.625000 Penalty: 905.847717
	Iteration 7F: 3 clusters Score -1350911 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1351284.000000 Penalty: 905.847717
	Iteration 8Q: 3 clusters Score -1351284 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1351453.750000 Penalty: 905.847717
	Iteration 9Q: 3 clusters Score -1351454 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1351520.625000 Penalty: 905.847717
	Iteration 10Q: 3 clusters Score -1351521 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1351569.250000 Penalty: 905.847717
	Iteration 11Q: 3 clusters Score -1351569 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1351605.125000 Penalty: 905.847717
	Iteration 12Q: 3 clusters Score -1351605 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1351636.875000 Penalty: 905.847717
	Iteration 13Q: 3 clusters Score -1351637 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1351673.250000 Penalty: 905.847717
	Iteration 14Q: 3 clusters Score -1351673 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1351718.750000 Penalty: 905.847717
	Iteration 15Q: 3 clusters Score -1351719 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1351773.500000 Penalty: 905.847717
	Iteration 16Q: 3 clusters Score -1351774 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1351827.750000 Penalty: 905.847717
	Iteration 17Q: 3 clusters Score -1351828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1351877.125000 Penalty: 905.847717
	Iteration 18Q: 3 clusters Score -1351877 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1351940.750000 Penalty: 905.847717
	Iteration 19Q: 3 clusters Score -1351941 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1352013.500000 Penalty: 905.847717
	Iteration 20F: 3 clusters Score -1352014 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1352098.000000 Penalty: 905.847717
	Iteration 21Q: 3 clusters Score -1352098 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1352195.125000 Penalty: 905.847717
	Iteration 22Q: 3 clusters Score -1352195 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1352284.750000 Penalty: 905.847717
	Iteration 23Q: 3 clusters Score -1352285 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1352368.250000 Penalty: 905.847717
	Iteration 24Q: 3 clusters Score -1352368 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1352459.750000 Penalty: 905.847717
	Iteration 25Q: 3 clusters Score -1352460 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1352554.125000 Penalty: 905.847717
	Iteration 26Q: 3 clusters Score -1352554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1352640.625000 Penalty: 905.847717
	Iteration 27Q: 3 clusters Score -1352641 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1352731.125000 Penalty: 905.847717
	Iteration 28Q: 3 clusters Score -1352731 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1352812.750000 Penalty: 905.847717
	Iteration 29Q: 3 clusters Score -1352813 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1352887.000000 Penalty: 905.847717
	Iteration 30Q: 3 clusters Score -1352887 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1352959.375000 Penalty: 905.847717
	Iteration 31Q: 3 clusters Score -1352959 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1353023.000000 Penalty: 905.847717
	Iteration 32Q: 3 clusters Score -1353023 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1353076.250000 Penalty: 905.847717
	Iteration 33Q: 3 clusters Score -1353076 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1353126.750000 Penalty: 905.847717
	Iteration 34Q: 3 clusters Score -1353127 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1353178.000000 Penalty: 905.847717
	Iteration 35Q: 3 clusters Score -1353178 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1353208.750000 Penalty: 905.847717
	Iteration 36Q: 3 clusters Score -1353209 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1353249.000000 Penalty: 905.847717
	Iteration 37Q: 3 clusters Score -1353249 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1353277.625000 Penalty: 905.847717
	Iteration 38Q: 3 clusters Score -1353278 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1353291.500000 Penalty: 905.847717
	Iteration 39Q: 3 clusters Score -1353292 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1353318.125000 Penalty: 905.847717
	Iteration 40F: 3 clusters Score -1353318 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1353341.500000 Penalty: 905.847717
	Iteration 41Q: 3 clusters Score -1353342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1353368.125000 Penalty: 905.847717
	Iteration 42Q: 3 clusters Score -1353368 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1353394.375000 Penalty: 905.847717
	Iteration 43Q: 3 clusters Score -1353394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1353412.375000 Penalty: 905.847717
	Iteration 44Q: 3 clusters Score -1353412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1353443.375000 Penalty: 905.847717
	Iteration 45Q: 3 clusters Score -1353443 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1353466.000000 Penalty: 905.847717
	Iteration 46Q: 3 clusters Score -1353466 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1353483.000000 Penalty: 905.847717
	Iteration 47Q: 3 clusters Score -1353483 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1353506.125000 Penalty: 905.847717
	Iteration 48Q: 3 clusters Score -1353506 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1353524.750000 Penalty: 905.847717
	Iteration 49Q: 3 clusters Score -1353525 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1353540.750000 Penalty: 905.847717
	Iteration 50Q: 3 clusters Score -1353541 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1353550.875000 Penalty: 905.847717
	Iteration 51Q: 3 clusters Score -1353551 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1353558.625000 Penalty: 905.847717
	Iteration 52Q: 3 clusters Score -1353559 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1353576.125000 Penalty: 905.847717
	Iteration 53Q: 3 clusters Score -1353576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1353591.375000 Penalty: 905.847717
	Iteration 54Q: 3 clusters Score -1353591 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1353610.500000 Penalty: 905.847717
	Iteration 55Q: 3 clusters Score -1353610 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1353625.875000 Penalty: 905.847717
	Iteration 56Q: 3 clusters Score -1353626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1353641.125000 Penalty: 905.847717
	Iteration 57Q: 3 clusters Score -1353641 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1353663.625000 Penalty: 905.847717
	Iteration 58Q: 3 clusters Score -1353664 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1353691.875000 Penalty: 905.847717
	Iteration 59Q: 3 clusters Score -1353692 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1353722.000000 Penalty: 905.847717
	Iteration 60F: 3 clusters Score -1353722 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1353756.750000 Penalty: 905.847717
	Iteration 61Q: 3 clusters Score -1353757 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1353792.125000 Penalty: 905.847717
	Iteration 62Q: 3 clusters Score -1353792 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1353832.375000 Penalty: 905.847717
	Iteration 63Q: 3 clusters Score -1353832 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1353873.750000 Penalty: 905.847717
	Iteration 64Q: 3 clusters Score -1353874 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1353914.250000 Penalty: 905.847717
	Iteration 65Q: 3 clusters Score -1353914 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1353949.250000 Penalty: 905.847717
	Iteration 66Q: 3 clusters Score -1353949 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1353982.125000 Penalty: 905.847717
	Iteration 67Q: 3 clusters Score -1353982 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1354030.125000 Penalty: 905.847717
	Iteration 68Q: 3 clusters Score -1354030 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1354060.500000 Penalty: 905.847717
	Iteration 69Q: 3 clusters Score -1354060 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1354105.000000 Penalty: 905.847717
	Iteration 70Q: 3 clusters Score -1354105 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1354150.625000 Penalty: 905.847717
	Iteration 71Q: 3 clusters Score -1354151 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1354207.625000 Penalty: 905.847717
	Iteration 72Q: 3 clusters Score -1354208 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1354258.875000 Penalty: 905.847717
	Iteration 73Q: 3 clusters Score -1354259 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1354306.625000 Penalty: 905.847717
	Iteration 74Q: 3 clusters Score -1354307 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1354353.250000 Penalty: 905.847717
	Iteration 75Q: 3 clusters Score -1354353 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1354393.500000 Penalty: 905.847717
	Iteration 76Q: 3 clusters Score -1354394 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1354434.625000 Penalty: 905.847717
	Iteration 77Q: 3 clusters Score -1354435 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1354479.375000 Penalty: 905.847717
	Iteration 78Q: 3 clusters Score -1354479 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1354513.875000 Penalty: 905.847717
	Iteration 79Q: 3 clusters Score -1354514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1354533.500000 Penalty: 905.847717
	Iteration 80F: 3 clusters Score -1354534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1354565.375000 Penalty: 905.847717
	Iteration 81Q: 3 clusters Score -1354565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1354593.375000 Penalty: 905.847717
	Iteration 82Q: 3 clusters Score -1354593 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1354618.625000 Penalty: 905.847717
	Iteration 83Q: 3 clusters Score -1354619 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1354650.750000 Penalty: 905.847717
	Iteration 84Q: 3 clusters Score -1354651 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1354674.375000 Penalty: 905.847717
	Iteration 85Q: 3 clusters Score -1354674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1354705.375000 Penalty: 905.847717
	Iteration 86Q: 3 clusters Score -1354705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1354724.125000 Penalty: 905.847717
	Iteration 87Q: 3 clusters Score -1354724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1354742.375000 Penalty: 905.847717
	Iteration 88Q: 3 clusters Score -1354742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1354754.750000 Penalty: 905.847717
	Iteration 89Q: 3 clusters Score -1354755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1354763.500000 Penalty: 905.847717
	Iteration 90Q: 3 clusters Score -1354764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1354765.500000 Penalty: 905.847717
	Iteration 91Q: 3 clusters Score -1354766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1354779.250000 Penalty: 905.847717
	Iteration 92Q: 3 clusters Score -1354779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1354785.875000 Penalty: 905.847717
	Iteration 93Q: 3 clusters Score -1354786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1354794.625000 Penalty: 905.847717
	Iteration 94Q: 3 clusters Score -1354795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1354799.375000 Penalty: 905.847717
	Iteration 95Q: 3 clusters Score -1354799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1354811.000000 Penalty: 905.847717
	Iteration 96Q: 3 clusters Score -1354811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1354817.875000 Penalty: 905.847717
	Iteration 97Q: 3 clusters Score -1354818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1354821.375000 Penalty: 905.847717
	Iteration 98Q: 3 clusters Score -1354821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1354829.375000 Penalty: 905.847717
	Iteration 99Q: 3 clusters Score -1354829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1354845.375000 Penalty: 905.847717
	Iteration 100F: 3 clusters Score -1354845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1354854.375000 Penalty: 905.847717
	Iteration 101Q: 3 clusters Score -1354854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1354859.750000 Penalty: 905.847717
	Iteration 102Q: 3 clusters Score -1354860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1354859.250000 Penalty: 905.847717
	Iteration 103Q: 3 clusters Score -1354859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1354861.125000 Penalty: 905.847717
	Iteration 104Q: 3 clusters Score -1354861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1354866.125000 Penalty: 905.847717
	Iteration 105Q: 3 clusters Score -1354866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1354875.000000 Penalty: 905.847717
	Iteration 106Q: 3 clusters Score -1354875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1354884.750000 Penalty: 905.847717
	Iteration 107Q: 3 clusters Score -1354885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1354892.000000 Penalty: 905.847717
	Iteration 108Q: 3 clusters Score -1354892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1354901.250000 Penalty: 905.847717
	Iteration 109Q: 3 clusters Score -1354901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1354904.375000 Penalty: 905.847717
	Iteration 110Q: 3 clusters Score -1354904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1354907.875000 Penalty: 905.847717
	Iteration 111Q: 3 clusters Score -1354908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1354911.000000 Penalty: 905.847717
	Iteration 112Q: 3 clusters Score -1354911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1354910.375000 Penalty: 905.847717
	Iteration 113Q: 3 clusters Score -1354910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1354908.875000 Penalty: 905.847717
	Iteration 114Q: 3 clusters Score -1354909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1354908.875000 Penalty: 905.847717
	Iteration 115Q: 3 clusters Score -1354909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1354907.875000 Penalty: 905.847717
	Iteration 116Q: 3 clusters Score -1354908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1354910.125000 Penalty: 905.847717
	Iteration 117Q: 3 clusters Score -1354910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1354910.750000 Penalty: 905.847717
	Iteration 118Q: 3 clusters Score -1354911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1354911.750000 Penalty: 905.847717
	Iteration 119Q: 3 clusters Score -1354912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1354911.625000 Penalty: 905.847717
	Iteration 120F: 3 clusters Score -1354912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -63719.085938 Penalty: 321.756592
	Iteration 0F: 2 clusters Score -63719.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -62787.843750 Penalty: 643.513184
	Iteration 0F: 3 clusters Score -62787.84 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -63063.320312 Penalty: 643.513184
	Iteration 1F: 3 clusters Score -63063.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -63106.109375 Penalty: 643.513184
	Iteration 2F: 3 clusters Score -63106.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -63137.902344 Penalty: 643.513184
	Iteration 3Q: 3 clusters Score -63137.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -63162.101562 Penalty: 643.513184
	Iteration 4Q: 3 clusters Score -63162.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -63183.117188 Penalty: 643.513184
	Iteration 5Q: 3 clusters Score -63183.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -63206.167969 Penalty: 643.513184
	Iteration 6Q: 3 clusters Score -63206.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -63224.324219 Penalty: 643.513184
	Iteration 7Q: 3 clusters Score -63224.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -63239.804688 Penalty: 643.513184
	Iteration 8Q: 3 clusters Score -63239.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -63250.578125 Penalty: 643.513184
	Iteration 9Q: 3 clusters Score -63250.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -63264.718750 Penalty: 643.513184
	Iteration 10Q: 3 clusters Score -63264.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -63282.539062 Penalty: 643.513184
	Iteration 11Q: 3 clusters Score -63282.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -63297.906250 Penalty: 643.513184
	Iteration 12Q: 3 clusters Score -63297.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -63312.066406 Penalty: 643.513184
	Iteration 13Q: 3 clusters Score -63312.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -63327.988281 Penalty: 643.513184
	Iteration 14Q: 3 clusters Score -63327.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -63340.582031 Penalty: 643.513184
	Iteration 15Q: 3 clusters Score -63340.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -63366.406250 Penalty: 643.513184
	Iteration 16Q: 3 clusters Score -63366.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -63393.296875 Penalty: 643.513184
	Iteration 17Q: 3 clusters Score -63393.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -63403.871094 Penalty: 643.513184
	Iteration 18Q: 3 clusters Score -63403.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -63414.941406 Penalty: 643.513184
	Iteration 19Q: 3 clusters Score -63414.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -63428.121094 Penalty: 643.513184
	Iteration 20F: 3 clusters Score -63428.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -63432.476562 Penalty: 643.513184
	Iteration 21Q: 3 clusters Score -63432.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -63437.355469 Penalty: 643.513184
	Iteration 22Q: 3 clusters Score -63437.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -63443.507812 Penalty: 643.513184
	Iteration 23Q: 3 clusters Score -63443.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -63449.335938 Penalty: 643.513184
	Iteration 24Q: 3 clusters Score -63449.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -63457.164062 Penalty: 643.513184
	Iteration 25Q: 3 clusters Score -63457.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -63468.062500 Penalty: 643.513184
	Iteration 26Q: 3 clusters Score -63468.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -63481.332031 Penalty: 643.513184
	Iteration 27Q: 3 clusters Score -63481.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -63496.671875 Penalty: 643.513184
	Iteration 28Q: 3 clusters Score -63496.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -63506.488281 Penalty: 643.513184
	Iteration 29Q: 3 clusters Score -63506.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -63511.347656 Penalty: 643.513184
	Iteration 30Q: 3 clusters Score -63511.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -63512.324219 Penalty: 643.513184
	Iteration 31Q: 3 clusters Score -63512.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -63512.562500 Penalty: 643.513184
	Iteration 32Q: 3 clusters Score -63512.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -63512.562500 Penalty: 643.513184
	Iteration 33F: 3 clusters Score -63512.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -9851.618164 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -9851.618 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 174 members 
Entering Unmasked Estep 
Score: -9552.001953 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -9552.002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9925.069336 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -9925.069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10025.198242 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -10025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10115.728516 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -10115.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10266.001953 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -10266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10309.656250 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -10309.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10322.040039 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -10322.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10325.583008 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -10325.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10329.141602 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -10329.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10329.141602 Penalty: 532.550415
	Iteration 9F: 3 clusters Score -10329.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 794 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Entering Unmasked Estep 
Score: -14135586.000000 Penalty: 54542.125000
Splitting cluster 33 changes total score from -14135299.000000 to -14135586.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 34 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -107030.890625 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -107030.9 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 955 members 
Entering Unmasked Estep 
Score: -105704.687500 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -105704.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -106239.437500 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -106239.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -106359.492188 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -106359.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -106447.460938 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -106447.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -106525.812500 Penalty: 685.906128
	Iteration 4F: 3 clusters Score -106525.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -106576.757812 Penalty: 685.906128
	Iteration 5Q: 3 clusters Score -106576.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -106607.062500 Penalty: 685.906128
	Iteration 6Q: 3 clusters Score -106607.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -106626.835938 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -106626.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106641.093750 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -106641.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106651.195312 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -106651.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106656.593750 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -106656.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106661.757812 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -106661.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106670.945312 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -106670.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -106680.968750 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -106681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -106689.734375 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -106689.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -106705.609375 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -106705.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106728.070312 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -106728.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106748.757812 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -106748.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106769.656250 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -106769.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -106781.015625 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -106781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -106788.351562 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -106788.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -106796.226562 Penalty: 685.906128
	Iteration 21Q: 3 clusters Score -106796.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -106801.835938 Penalty: 685.906128
	Iteration 22Q: 3 clusters Score -106801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -106806.781250 Penalty: 685.906128
	Iteration 23Q: 3 clusters Score -106806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -106809.851562 Penalty: 685.906128
	Iteration 24Q: 3 clusters Score -106809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -106810.773438 Penalty: 685.906128
	Iteration 25Q: 3 clusters Score -106810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -106811.171875 Penalty: 685.906128
	Iteration 26Q: 3 clusters Score -106811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -106811.257812 Penalty: 685.906128
	Iteration 27Q: 3 clusters Score -106811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -106811.257812 Penalty: 685.906128
	Iteration 28F: 3 clusters Score -106811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -28605.531250 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -28605.53 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 262 members 
Entering Unmasked Estep 
Score: -28088.515625 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -28088.52 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28216.058594 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -28216.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28261.869141 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -28261.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28279.406250 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -28279.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28289.025391 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -28289.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28292.816406 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -28292.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28296.996094 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -28297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28305.255859 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -28305.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28310.269531 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -28310.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28314.939453 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -28314.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28317.025391 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -28317.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28317.787109 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -28317.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28320.660156 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -28320.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28322.835938 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -28322.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28323.402344 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -28323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28323.902344 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -28323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28324.765625 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -28324.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28325.417969 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -28325.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28325.943359 Penalty: 571.003357
	Iteration 18Q: 3 clusters Score -28325.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28326.224609 Penalty: 571.003357
	Iteration 19Q: 3 clusters Score -28326.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28326.923828 Penalty: 571.003357
	Iteration 20F: 3 clusters Score -28326.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28327.310547 Penalty: 571.003357
	Iteration 21Q: 3 clusters Score -28327.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28327.832031 Penalty: 571.003357
	Iteration 22Q: 3 clusters Score -28327.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28329.101562 Penalty: 571.003357
	Iteration 23Q: 3 clusters Score -28329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28332.011719 Penalty: 571.003357
	Iteration 24Q: 3 clusters Score -28332.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28333.144531 Penalty: 571.003357
	Iteration 25Q: 3 clusters Score -28333.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28334.320312 Penalty: 571.003357
	Iteration 26Q: 3 clusters Score -28334.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28335.437500 Penalty: 571.003357
	Iteration 27Q: 3 clusters Score -28335.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28337.478516 Penalty: 571.003357
	Iteration 28Q: 3 clusters Score -28337.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28339.111328 Penalty: 571.003357
	Iteration 29Q: 3 clusters Score -28339.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28340.251953 Penalty: 571.003357
	Iteration 30Q: 3 clusters Score -28340.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28341.189453 Penalty: 571.003357
	Iteration 31Q: 3 clusters Score -28341.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28341.919922 Penalty: 571.003357
	Iteration 32Q: 3 clusters Score -28341.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28343.369141 Penalty: 571.003357
	Iteration 33Q: 3 clusters Score -28343.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28343.435547 Penalty: 571.003357
	Iteration 34Q: 3 clusters Score -28343.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28343.435547 Penalty: 571.003357
	Iteration 35F: 3 clusters Score -28343.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23058.892578 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -23058.89 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 189 members 
Entering Unmasked Estep 
Score: -22646.292969 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -22646.29 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22750.470703 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -22750.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22778.246094 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -22778.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22791.339844 Penalty: 541.033264
	Iteration 3Q: 3 clusters Score -22791.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22801.857422 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -22801.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22810.162109 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -22810.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22825.466797 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -22825.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22840.675781 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -22840.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22857.886719 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -22857.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22874.714844 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -22874.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22913.820312 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -22913.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22935.656250 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -22935.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22945.537109 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -22945.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22962.314453 Penalty: 541.033264
	Iteration 13Q: 3 clusters Score -22962.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22984.519531 Penalty: 541.033264
	Iteration 14Q: 3 clusters Score -22984.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23005.912109 Penalty: 541.033264
	Iteration 15Q: 3 clusters Score -23005.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23017.689453 Penalty: 541.033264
	Iteration 16Q: 3 clusters Score -23017.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23026.978516 Penalty: 541.033264
	Iteration 17Q: 3 clusters Score -23026.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23032.156250 Penalty: 541.033264
	Iteration 18Q: 3 clusters Score -23032.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23033.306641 Penalty: 541.033264
	Iteration 19Q: 3 clusters Score -23033.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23033.306641 Penalty: 541.033264
	Iteration 20F: 3 clusters Score -23033.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13997.422852 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13997.42 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 115 members 
Entering Unmasked Estep 
Score: -13704.312500 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -13704.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13767.217773 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -13767.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13779.328125 Penalty: 487.019104
	Iteration 2Q: 3 clusters Score -13779.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13791.585938 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -13791.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13793.192383 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -13793.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13793.192383 Penalty: 487.019104
	Iteration 5F: 3 clusters Score -13793.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -59312.097656 Penalty: 303.807312
	Iteration 0F: 2 clusters Score -59312.1 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 390 members 
Entering Unmasked Estep 
Score: -58624.203125 Penalty: 607.614624
	Iteration 0F: 3 clusters Score -58624.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58968.789062 Penalty: 607.614624
	Iteration 1F: 3 clusters Score -58968.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59155.906250 Penalty: 607.614624
	Iteration 2F: 3 clusters Score -59155.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59313.390625 Penalty: 607.614624
	Iteration 3F: 3 clusters Score -59313.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59356.921875 Penalty: 607.614624
	Iteration 4F: 3 clusters Score -59356.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59378.851562 Penalty: 607.614624
	Iteration 5Q: 3 clusters Score -59378.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59389.164062 Penalty: 607.614624
	Iteration 6Q: 3 clusters Score -59389.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59395.632812 Penalty: 607.614624
	Iteration 7Q: 3 clusters Score -59395.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59397.878906 Penalty: 607.614624
	Iteration 8Q: 3 clusters Score -59397.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59399.921875 Penalty: 607.614624
	Iteration 9Q: 3 clusters Score -59399.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59402.074219 Penalty: 607.614624
	Iteration 10Q: 3 clusters Score -59402.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59405.417969 Penalty: 607.614624
	Iteration 11Q: 3 clusters Score -59405.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59408.914062 Penalty: 607.614624
	Iteration 12Q: 3 clusters Score -59408.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59409.605469 Penalty: 607.614624
	Iteration 13Q: 3 clusters Score -59409.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59409.605469 Penalty: 607.614624
	Iteration 14F: 3 clusters Score -59409.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Entering Unmasked Estep 
Score: -14135424.000000 Penalty: 55104.414062
Splitting cluster 38 changes total score from -14135299.000000 to -14135424.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 39 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -139472.625000 Penalty: 352.318787
	Iteration 0F: 2 clusters Score -139472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -137853.343750 Penalty: 704.637573
	Iteration 0F: 3 clusters Score -137853.3 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -138357.750000 Penalty: 704.637573
	Iteration 1F: 3 clusters Score -138357.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -138431.750000 Penalty: 704.637573
	Iteration 2F: 3 clusters Score -138431.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -138503.453125 Penalty: 704.637573
	Iteration 3F: 3 clusters Score -138503.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -138549.359375 Penalty: 704.637573
	Iteration 4Q: 3 clusters Score -138549.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -138591.109375 Penalty: 704.637573
	Iteration 5Q: 3 clusters Score -138591.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -138622.859375 Penalty: 704.637573
	Iteration 6Q: 3 clusters Score -138622.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -138659.171875 Penalty: 704.637573
	Iteration 7Q: 3 clusters Score -138659.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -138690.656250 Penalty: 704.637573
	Iteration 8Q: 3 clusters Score -138690.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -138728.828125 Penalty: 704.637573
	Iteration 9Q: 3 clusters Score -138728.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -138776.562500 Penalty: 704.637573
	Iteration 10Q: 3 clusters Score -138776.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -138834.703125 Penalty: 704.637573
	Iteration 11Q: 3 clusters Score -138834.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -138900.718750 Penalty: 704.637573
	Iteration 12Q: 3 clusters Score -138900.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -138956.375000 Penalty: 704.637573
	Iteration 13Q: 3 clusters Score -138956.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -139018.687500 Penalty: 704.637573
	Iteration 14Q: 3 clusters Score -139018.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -139064.265625 Penalty: 704.637573
	Iteration 15Q: 3 clusters Score -139064.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -139100.250000 Penalty: 704.637573
	Iteration 16Q: 3 clusters Score -139100.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -139143.531250 Penalty: 704.637573
	Iteration 17Q: 3 clusters Score -139143.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -139186.562500 Penalty: 704.637573
	Iteration 18Q: 3 clusters Score -139186.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -139223.453125 Penalty: 704.637573
	Iteration 19Q: 3 clusters Score -139223.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -139243.812500 Penalty: 704.637573
	Iteration 20F: 3 clusters Score -139243.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -139265.062500 Penalty: 704.637573
	Iteration 21Q: 3 clusters Score -139265.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -139298.359375 Penalty: 704.637573
	Iteration 22Q: 3 clusters Score -139298.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -139332.812500 Penalty: 704.637573
	Iteration 23Q: 3 clusters Score -139332.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -139343.203125 Penalty: 704.637573
	Iteration 24Q: 3 clusters Score -139343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -139347.593750 Penalty: 704.637573
	Iteration 25Q: 3 clusters Score -139347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -139349.296875 Penalty: 704.637573
	Iteration 26Q: 3 clusters Score -139349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -139349.890625 Penalty: 704.637573
	Iteration 27Q: 3 clusters Score -139349.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -139350.453125 Penalty: 704.637573
	Iteration 28Q: 3 clusters Score -139350.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -139351.359375 Penalty: 704.637573
	Iteration 29Q: 3 clusters Score -139351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -139351.796875 Penalty: 704.637573
	Iteration 30Q: 3 clusters Score -139351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -139351.468750 Penalty: 704.637573
	Iteration 31Q: 3 clusters Score -139351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -139351.468750 Penalty: 704.637573
	Iteration 32F: 3 clusters Score -139351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -115539.875000 Penalty: 342.831696
	Iteration 0F: 2 clusters Score -115539.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -114162.875000 Penalty: 685.663391
	Iteration 0F: 3 clusters Score -114162.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -114630.093750 Penalty: 685.663391
	Iteration 1F: 3 clusters Score -114630.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -114671.671875 Penalty: 685.663391
	Iteration 2F: 3 clusters Score -114671.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -114702.875000 Penalty: 685.663391
	Iteration 3Q: 3 clusters Score -114702.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -114730.789062 Penalty: 685.663391
	Iteration 4Q: 3 clusters Score -114730.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -114750.070312 Penalty: 685.663391
	Iteration 5Q: 3 clusters Score -114750.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -114765.367188 Penalty: 685.663391
	Iteration 6Q: 3 clusters Score -114765.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -114773.921875 Penalty: 685.663391
	Iteration 7Q: 3 clusters Score -114773.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -114781.695312 Penalty: 685.663391
	Iteration 8Q: 3 clusters Score -114781.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -114788.445312 Penalty: 685.663391
	Iteration 9Q: 3 clusters Score -114788.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -114792.609375 Penalty: 685.663391
	Iteration 10Q: 3 clusters Score -114792.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -114796.648438 Penalty: 685.663391
	Iteration 11Q: 3 clusters Score -114796.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -114800.976562 Penalty: 685.663391
	Iteration 12Q: 3 clusters Score -114801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -114806.210938 Penalty: 685.663391
	Iteration 13Q: 3 clusters Score -114806.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -114811.218750 Penalty: 685.663391
	Iteration 14Q: 3 clusters Score -114811.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -114818.031250 Penalty: 685.663391
	Iteration 15Q: 3 clusters Score -114818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -114828.820312 Penalty: 685.663391
	Iteration 16Q: 3 clusters Score -114828.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -114846.812500 Penalty: 685.663391
	Iteration 17Q: 3 clusters Score -114846.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -114868.218750 Penalty: 685.663391
	Iteration 18Q: 3 clusters Score -114868.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -114903.367188 Penalty: 685.663391
	Iteration 19Q: 3 clusters Score -114903.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -114958.492188 Penalty: 685.663391
	Iteration 20F: 3 clusters Score -114958.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -115006.078125 Penalty: 685.663391
	Iteration 21Q: 3 clusters Score -115006.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -115048.898438 Penalty: 685.663391
	Iteration 22Q: 3 clusters Score -115048.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -115068.257812 Penalty: 685.663391
	Iteration 23Q: 3 clusters Score -115068.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -115084.257812 Penalty: 685.663391
	Iteration 24Q: 3 clusters Score -115084.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -115104.406250 Penalty: 685.663391
	Iteration 25Q: 3 clusters Score -115104.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -115115.046875 Penalty: 685.663391
	Iteration 26Q: 3 clusters Score -115115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -115122.554688 Penalty: 685.663391
	Iteration 27Q: 3 clusters Score -115122.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -115128.718750 Penalty: 685.663391
	Iteration 28Q: 3 clusters Score -115128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -115130.898438 Penalty: 685.663391
	Iteration 29Q: 3 clusters Score -115130.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -115133.960938 Penalty: 685.663391
	Iteration 30Q: 3 clusters Score -115134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -115136.195312 Penalty: 685.663391
	Iteration 31Q: 3 clusters Score -115136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -115138.281250 Penalty: 685.663391
	Iteration 32Q: 3 clusters Score -115138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -115140.515625 Penalty: 685.663391
	Iteration 33Q: 3 clusters Score -115140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -115141.054688 Penalty: 685.663391
	Iteration 34Q: 3 clusters Score -115141.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -115142.328125 Penalty: 685.663391
	Iteration 35Q: 3 clusters Score -115142.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -115143.367188 Penalty: 685.663391
	Iteration 36Q: 3 clusters Score -115143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -115144.078125 Penalty: 685.663391
	Iteration 37Q: 3 clusters Score -115144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -115144.132812 Penalty: 685.663391
	Iteration 38Q: 3 clusters Score -115144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -115144.171875 Penalty: 685.663391
	Iteration 39Q: 3 clusters Score -115144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -115144.171875 Penalty: 685.663391
	Iteration 40F: 3 clusters Score -115144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -63124.132812 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -63124.13 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 500 members 
Entering Unmasked Estep 
Score: -62284.910156 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -62284.91 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -62508.035156 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -62508.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62551.679688 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -62551.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62582.707031 Penalty: 632.262268
	Iteration 3Q: 3 clusters Score -62582.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62607.785156 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -62607.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62635.324219 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -62635.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62652.921875 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -62652.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62682.000000 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -62682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62701.664062 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -62701.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62719.519531 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -62719.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62735.625000 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -62735.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62748.160156 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -62748.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -62759.355469 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -62759.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62772.433594 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -62772.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -62781.777344 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -62781.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -62796.187500 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -62796.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -62805.578125 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -62805.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -62816.582031 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -62816.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -62824.070312 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -62824.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -62829.664062 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -62829.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -62835.234375 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -62835.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -62838.265625 Penalty: 632.262268
	Iteration 21Q: 3 clusters Score -62838.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -62841.312500 Penalty: 632.262268
	Iteration 22Q: 3 clusters Score -62841.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -62843.179688 Penalty: 632.262268
	Iteration 23Q: 3 clusters Score -62843.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -62846.578125 Penalty: 632.262268
	Iteration 24Q: 3 clusters Score -62846.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -62849.058594 Penalty: 632.262268
	Iteration 25Q: 3 clusters Score -62849.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -62849.761719 Penalty: 632.262268
	Iteration 26Q: 3 clusters Score -62849.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -62849.761719 Penalty: 632.262268
	Iteration 27F: 3 clusters Score -62849.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -16972.205078 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -16972.21 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: -16629.300781 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -16629.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16749.833984 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -16749.83 nChanged 27
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: -16770.406250 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -16770.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16776.976562 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -16776.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16780.619141 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -16780.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16781.658203 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -16781.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16781.658203 Penalty: 517.822693
	Iteration 6F: 3 clusters Score -16781.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3580.202393 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3580.202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3425.338379 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3425.338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3464.148438 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3464.148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3470.077393 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3470.077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3470.077393 Penalty: 387.903870
	Iteration 3F: 3 clusters Score -3470.077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11601.824219 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11601.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11322.671875 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11322.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11421.412109 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11421.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11495.095703 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11504.141602 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11504.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11507.092773 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11507.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11512.033203 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11512.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11519.155273 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11519.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11525.901367 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11525.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11531.543945 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11531.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11536.351562 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -11536.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11539.257812 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -11539.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11541.184570 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -11541.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11541.184570 Penalty: 485.277405
	Iteration 12F: 3 clusters Score -11541.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -92577.351562 Penalty: 322.938477
	Iteration 0F: 2 clusters Score -92577.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -91635.562500 Penalty: 645.876953
	Iteration 0F: 3 clusters Score -91635.56 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -91962.195312 Penalty: 645.876953
	Iteration 1F: 3 clusters Score -91962.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -92100.179688 Penalty: 645.876953
	Iteration 2F: 3 clusters Score -92100.18 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -92275.171875 Penalty: 645.876953
	Iteration 3F: 3 clusters Score -92275.17 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -92410.781250 Penalty: 645.876953
	Iteration 4F: 3 clusters Score -92410.78 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -92495.882812 Penalty: 645.876953
	Iteration 5F: 3 clusters Score -92495.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -92549.671875 Penalty: 645.876953
	Iteration 6Q: 3 clusters Score -92549.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -92585.765625 Penalty: 645.876953
	Iteration 7Q: 3 clusters Score -92585.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -92606.750000 Penalty: 645.876953
	Iteration 8Q: 3 clusters Score -92606.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92624.773438 Penalty: 645.876953
	Iteration 9Q: 3 clusters Score -92624.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -92633.765625 Penalty: 645.876953
	Iteration 10Q: 3 clusters Score -92633.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -92640.039062 Penalty: 645.876953
	Iteration 11Q: 3 clusters Score -92640.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -92644.640625 Penalty: 645.876953
	Iteration 12Q: 3 clusters Score -92644.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -92650.500000 Penalty: 645.876953
	Iteration 13Q: 3 clusters Score -92650.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -92653.460938 Penalty: 645.876953
	Iteration 14Q: 3 clusters Score -92653.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -92656.429688 Penalty: 645.876953
	Iteration 15Q: 3 clusters Score -92656.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -92657.976562 Penalty: 645.876953
	Iteration 16Q: 3 clusters Score -92657.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -92658.343750 Penalty: 645.876953
	Iteration 17Q: 3 clusters Score -92658.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -92658.343750 Penalty: 645.876953
	Iteration 18F: 3 clusters Score -92658.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 356 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 853 members 
Entering Unmasked Estep 
Score: -14135274.000000 Penalty: 55666.703125
Splitting cluster 45 changes total score from -14135299.000000 to -14135274.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -51580.199219 Penalty: 311.147430
	Iteration 0F: 2 clusters Score -51580.2 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 455 members 
Entering Unmasked Estep 
Score: -50797.144531 Penalty: 622.294861
	Iteration 0F: 3 clusters Score -50797.14 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -51034.921875 Penalty: 622.294861
	Iteration 1F: 3 clusters Score -51034.92 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -51102.140625 Penalty: 622.294861
	Iteration 2F: 3 clusters Score -51102.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -51153.105469 Penalty: 622.294861
	Iteration 3F: 3 clusters Score -51153.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51187.875000 Penalty: 622.294861
	Iteration 4F: 3 clusters Score -51187.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51207.304688 Penalty: 622.294861
	Iteration 5Q: 3 clusters Score -51207.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51236.500000 Penalty: 622.294861
	Iteration 6Q: 3 clusters Score -51236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51255.878906 Penalty: 622.294861
	Iteration 7Q: 3 clusters Score -51255.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51265.476562 Penalty: 622.294861
	Iteration 8Q: 3 clusters Score -51265.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51273.945312 Penalty: 622.294861
	Iteration 9Q: 3 clusters Score -51273.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51284.031250 Penalty: 622.294861
	Iteration 10Q: 3 clusters Score -51284.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51287.019531 Penalty: 622.294861
	Iteration 11Q: 3 clusters Score -51287.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51287.796875 Penalty: 622.294861
	Iteration 12Q: 3 clusters Score -51287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51288.582031 Penalty: 622.294861
	Iteration 13Q: 3 clusters Score -51288.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51290.007812 Penalty: 622.294861
	Iteration 14Q: 3 clusters Score -51290.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51291.769531 Penalty: 622.294861
	Iteration 15Q: 3 clusters Score -51291.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51293.363281 Penalty: 622.294861
	Iteration 16Q: 3 clusters Score -51293.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51294.972656 Penalty: 622.294861
	Iteration 17Q: 3 clusters Score -51294.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51297.882812 Penalty: 622.294861
	Iteration 18Q: 3 clusters Score -51297.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51300.484375 Penalty: 622.294861
	Iteration 19Q: 3 clusters Score -51300.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51305.113281 Penalty: 622.294861
	Iteration 20F: 3 clusters Score -51305.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51309.511719 Penalty: 622.294861
	Iteration 21Q: 3 clusters Score -51309.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51312.691406 Penalty: 622.294861
	Iteration 22Q: 3 clusters Score -51312.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51318.148438 Penalty: 622.294861
	Iteration 23Q: 3 clusters Score -51318.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51327.351562 Penalty: 622.294861
	Iteration 24Q: 3 clusters Score -51327.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51336.093750 Penalty: 622.294861
	Iteration 25Q: 3 clusters Score -51336.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51339.046875 Penalty: 622.294861
	Iteration 26Q: 3 clusters Score -51339.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51341.585938 Penalty: 622.294861
	Iteration 27Q: 3 clusters Score -51341.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51343.878906 Penalty: 622.294861
	Iteration 28Q: 3 clusters Score -51343.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51347.074219 Penalty: 622.294861
	Iteration 29Q: 3 clusters Score -51347.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51347.320312 Penalty: 622.294861
	Iteration 30Q: 3 clusters Score -51347.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51347.320312 Penalty: 622.294861
	Iteration 31F: 3 clusters Score -51347.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -3773.979736 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -3773.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3576.409668 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -3576.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3641.414795 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -3641.415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3663.120605 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -3663.121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3709.866211 Penalty: 421.760345
	Iteration 3F: 3 clusters Score -3709.866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3763.212402 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -3763.212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3802.084717 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -3802.085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3811.971680 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -3811.972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3825.649658 Penalty: 421.760345
	Iteration 7Q: 3 clusters Score -3825.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3826.858154 Penalty: 421.760345
	Iteration 8Q: 3 clusters Score -3826.858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3826.858154 Penalty: 421.760345
	Iteration 9F: 3 clusters Score -3826.858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 55 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 48 members 
Entering Unmasked Estep 
Score: -14135124.000000 Penalty: 55666.703125
Splitting cluster 47 changes total score from -14135299.000000 to -14135124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -9541.162109 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -9541.162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9273.440430 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -9273.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9340.336914 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -9340.337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9361.900391 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -9361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9370.053711 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -9370.054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9375.439453 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -9375.439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9377.914062 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -9377.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9381.151367 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -9381.151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9395.281250 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -9395.281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9401.733398 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -9401.733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9409.144531 Penalty: 474.559143
	Iteration 9Q: 3 clusters Score -9409.145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9409.854492 Penalty: 474.559143
	Iteration 10Q: 3 clusters Score -9409.854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9410.573242 Penalty: 474.559143
	Iteration 11Q: 3 clusters Score -9410.573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9410.573242 Penalty: 474.559143
	Iteration 12F: 3 clusters Score -9410.573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13069.098633 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -13069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12745.955078 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12745.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12818.543945 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12818.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12844.357422 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12844.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12863.553711 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12863.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12873.157227 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12873.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12882.430664 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12882.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12893.089844 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12893.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12907.320312 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12907.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12929.203125 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12950.115234 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12950.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12966.541992 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12966.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12976.583984 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12976.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12981.727539 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -12981.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12992.994141 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -12992.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13002.130859 Penalty: 501.722015
	Iteration 14Q: 3 clusters Score -13002.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13009.639648 Penalty: 501.722015
	Iteration 15Q: 3 clusters Score -13009.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13014.419922 Penalty: 501.722015
	Iteration 16Q: 3 clusters Score -13014.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13020.581055 Penalty: 501.722015
	Iteration 17Q: 3 clusters Score -13020.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13031.114258 Penalty: 501.722015
	Iteration 18Q: 3 clusters Score -13031.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13033.413086 Penalty: 501.722015
	Iteration 19Q: 3 clusters Score -13033.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13035.158203 Penalty: 501.722015
	Iteration 20F: 3 clusters Score -13035.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13038.561523 Penalty: 501.722015
	Iteration 21Q: 3 clusters Score -13038.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13048.278320 Penalty: 501.722015
	Iteration 22Q: 3 clusters Score -13048.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13052.473633 Penalty: 501.722015
	Iteration 23Q: 3 clusters Score -13052.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13062.046875 Penalty: 501.722015
	Iteration 24Q: 3 clusters Score -13062.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13072.254883 Penalty: 501.722015
	Iteration 25Q: 3 clusters Score -13072.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13077.136719 Penalty: 501.722015
	Iteration 26Q: 3 clusters Score -13077.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13093.895508 Penalty: 501.722015
	Iteration 27Q: 3 clusters Score -13093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13108.004883 Penalty: 501.722015
	Iteration 28Q: 3 clusters Score -13108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13108.004883 Penalty: 501.722015
	Iteration 29F: 3 clusters Score -13108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 114 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 457 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 134 members 
Entering Unmasked Estep 
Score: -14135148.000000 Penalty: 55666.703125
Splitting cluster 49 changes total score from -14135299.000000 to -14135148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4766.942871 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4766.943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4587.620605 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -4587.621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4622.711914 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4622.712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4635.619141 Penalty: 401.011444
	Iteration 2Q: 3 clusters Score -4635.619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4635.619141 Penalty: 401.011444
	Iteration 3F: 3 clusters Score -4635.619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -155271.750000 Penalty: 356.698425
	Iteration 0F: 2 clusters Score -155271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -153514.328125 Penalty: 713.396851
	Iteration 0F: 3 clusters Score -153514.3 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -154161.921875 Penalty: 713.396851
	Iteration 1F: 3 clusters Score -154161.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -154256.796875 Penalty: 713.396851
	Iteration 2F: 3 clusters Score -154256.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -154368.875000 Penalty: 713.396851
	Iteration 3F: 3 clusters Score -154368.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -154469.281250 Penalty: 713.396851
	Iteration 4Q: 3 clusters Score -154469.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -154560.953125 Penalty: 713.396851
	Iteration 5Q: 3 clusters Score -154561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -154622.109375 Penalty: 713.396851
	Iteration 6Q: 3 clusters Score -154622.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -154679.984375 Penalty: 713.396851
	Iteration 7Q: 3 clusters Score -154680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -154720.765625 Penalty: 713.396851
	Iteration 8Q: 3 clusters Score -154720.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -154741.156250 Penalty: 713.396851
	Iteration 9Q: 3 clusters Score -154741.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -154759.828125 Penalty: 713.396851
	Iteration 10Q: 3 clusters Score -154759.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -154779.171875 Penalty: 713.396851
	Iteration 11Q: 3 clusters Score -154779.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -154798.171875 Penalty: 713.396851
	Iteration 12Q: 3 clusters Score -154798.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -154814.453125 Penalty: 713.396851
	Iteration 13Q: 3 clusters Score -154814.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -154828.453125 Penalty: 713.396851
	Iteration 14Q: 3 clusters Score -154828.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -154844.000000 Penalty: 713.396851
	Iteration 15Q: 3 clusters Score -154844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -154855.093750 Penalty: 713.396851
	Iteration 16Q: 3 clusters Score -154855.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -154864.046875 Penalty: 713.396851
	Iteration 17Q: 3 clusters Score -154864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -154870.812500 Penalty: 713.396851
	Iteration 18Q: 3 clusters Score -154870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -154875.890625 Penalty: 713.396851
	Iteration 19Q: 3 clusters Score -154875.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -154880.812500 Penalty: 713.396851
	Iteration 20F: 3 clusters Score -154880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -154881.562500 Penalty: 713.396851
	Iteration 21Q: 3 clusters Score -154881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -154883.062500 Penalty: 713.396851
	Iteration 22Q: 3 clusters Score -154883.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -154885.906250 Penalty: 713.396851
	Iteration 23Q: 3 clusters Score -154885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -154887.984375 Penalty: 713.396851
	Iteration 24Q: 3 clusters Score -154888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -154890.171875 Penalty: 713.396851
	Iteration 25Q: 3 clusters Score -154890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -154891.250000 Penalty: 713.396851
	Iteration 26Q: 3 clusters Score -154891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -154893.234375 Penalty: 713.396851
	Iteration 27Q: 3 clusters Score -154893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -154895.734375 Penalty: 713.396851
	Iteration 28Q: 3 clusters Score -154895.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -154897.390625 Penalty: 713.396851
	Iteration 29Q: 3 clusters Score -154897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -154899.546875 Penalty: 713.396851
	Iteration 30Q: 3 clusters Score -154899.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -154901.703125 Penalty: 713.396851
	Iteration 31Q: 3 clusters Score -154901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -154902.937500 Penalty: 713.396851
	Iteration 32Q: 3 clusters Score -154902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -154905.078125 Penalty: 713.396851
	Iteration 33Q: 3 clusters Score -154905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -154905.828125 Penalty: 713.396851
	Iteration 34Q: 3 clusters Score -154905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -154906.359375 Penalty: 713.396851
	Iteration 35Q: 3 clusters Score -154906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -154907.187500 Penalty: 713.396851
	Iteration 36Q: 3 clusters Score -154907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -154908.562500 Penalty: 713.396851
	Iteration 37Q: 3 clusters Score -154908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -154909.484375 Penalty: 713.396851
	Iteration 38Q: 3 clusters Score -154909.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -154910.156250 Penalty: 713.396851
	Iteration 39Q: 3 clusters Score -154910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -154910.703125 Penalty: 713.396851
	Iteration 40F: 3 clusters Score -154910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -154911.000000 Penalty: 713.396851
	Iteration 41Q: 3 clusters Score -154911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -154911.109375 Penalty: 713.396851
	Iteration 42Q: 3 clusters Score -154911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -154912.015625 Penalty: 713.396851
	Iteration 43Q: 3 clusters Score -154912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -154912.328125 Penalty: 713.396851
	Iteration 44Q: 3 clusters Score -154912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -154913.078125 Penalty: 713.396851
	Iteration 45Q: 3 clusters Score -154913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -154913.359375 Penalty: 713.396851
	Iteration 46Q: 3 clusters Score -154913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -154913.265625 Penalty: 713.396851
	Iteration 47Q: 3 clusters Score -154913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -154913.515625 Penalty: 713.396851
	Iteration 48Q: 3 clusters Score -154913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -154913.531250 Penalty: 713.396851
	Iteration 49Q: 3 clusters Score -154913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -154913.656250 Penalty: 713.396851
	Iteration 50Q: 3 clusters Score -154913.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -154914.390625 Penalty: 713.396851
	Iteration 51Q: 3 clusters Score -154914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -154915.140625 Penalty: 713.396851
	Iteration 52Q: 3 clusters Score -154915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -154916.187500 Penalty: 713.396851
	Iteration 53Q: 3 clusters Score -154916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -154917.781250 Penalty: 713.396851
	Iteration 54Q: 3 clusters Score -154917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -154918.921875 Penalty: 713.396851
	Iteration 55Q: 3 clusters Score -154918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -154920.687500 Penalty: 713.396851
	Iteration 56Q: 3 clusters Score -154920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -154923.671875 Penalty: 713.396851
	Iteration 57Q: 3 clusters Score -154923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -154925.828125 Penalty: 713.396851
	Iteration 58Q: 3 clusters Score -154925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -154928.546875 Penalty: 713.396851
	Iteration 59Q: 3 clusters Score -154928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -154929.953125 Penalty: 713.396851
	Iteration 60F: 3 clusters Score -154930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -154930.984375 Penalty: 713.396851
	Iteration 61Q: 3 clusters Score -154931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -154931.500000 Penalty: 713.396851
	Iteration 62Q: 3 clusters Score -154931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -154932.625000 Penalty: 713.396851
	Iteration 63Q: 3 clusters Score -154932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -154936.125000 Penalty: 713.396851
	Iteration 64Q: 3 clusters Score -154936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -154944.453125 Penalty: 713.396851
	Iteration 65Q: 3 clusters Score -154944.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -154950.453125 Penalty: 713.396851
	Iteration 66Q: 3 clusters Score -154950.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -154955.515625 Penalty: 713.396851
	Iteration 67Q: 3 clusters Score -154955.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -154962.468750 Penalty: 713.396851
	Iteration 68Q: 3 clusters Score -154962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -154966.406250 Penalty: 713.396851
	Iteration 69Q: 3 clusters Score -154966.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -154968.890625 Penalty: 713.396851
	Iteration 70Q: 3 clusters Score -154968.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -154970.156250 Penalty: 713.396851
	Iteration 71Q: 3 clusters Score -154970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -154972.390625 Penalty: 713.396851
	Iteration 72Q: 3 clusters Score -154972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -154973.203125 Penalty: 713.396851
	Iteration 73Q: 3 clusters Score -154973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -154973.640625 Penalty: 713.396851
	Iteration 74Q: 3 clusters Score -154973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -154975.093750 Penalty: 713.396851
	Iteration 75Q: 3 clusters Score -154975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -154976.078125 Penalty: 713.396851
	Iteration 76Q: 3 clusters Score -154976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -154977.296875 Penalty: 713.396851
	Iteration 77Q: 3 clusters Score -154977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -154978.921875 Penalty: 713.396851
	Iteration 78Q: 3 clusters Score -154978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -154978.921875 Penalty: 713.396851
	Iteration 79F: 3 clusters Score -154978.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -8523.055664 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -8523.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8258.635742 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -8258.636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8308.619141 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -8308.619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8333.216797 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -8333.217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8345.357422 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -8345.357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8348.386719 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -8348.387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8348.589844 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -8348.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8348.589844 Penalty: 466.820770
	Iteration 6F: 3 clusters Score -8348.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26510.722656 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26510.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26026.808594 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -26026.81 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26139.445312 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26139.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26179.423828 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26179.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26199.541016 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -26199.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26210.580078 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -26210.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26218.693359 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26218.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26223.945312 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26223.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26227.531250 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26227.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26232.234375 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26232.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26235.587891 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -26235.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26236.675781 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -26236.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26237.761719 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -26237.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26238.298828 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -26238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26240.759766 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -26240.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26244.699219 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -26244.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26252.730469 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -26252.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26258.455078 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -26258.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26262.580078 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -26262.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26264.335938 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -26264.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26265.500000 Penalty: 563.504944
	Iteration 19Q: 3 clusters Score -26265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26266.751953 Penalty: 563.504944
	Iteration 20F: 3 clusters Score -26266.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26267.359375 Penalty: 563.504944
	Iteration 21Q: 3 clusters Score -26267.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -26268.085938 Penalty: 563.504944
	Iteration 22Q: 3 clusters Score -26268.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26268.265625 Penalty: 563.504944
	Iteration 23Q: 3 clusters Score -26268.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26268.265625 Penalty: 563.504944
	Iteration 24F: 3 clusters Score -26268.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -9224.470703 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -9224.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8995.475586 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -8995.476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9036.813477 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -9036.813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9038.004883 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -9038.005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9042.776367 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -9042.776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9044.321289 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -9044.321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9049.188477 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -9049.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9050.993164 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -9050.993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9050.993164 Penalty: 438.645630
	Iteration 7F: 3 clusters Score -9050.993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -34713.328125 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -34713.33 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 294 members 
Entering Unmasked Estep 
Score: -34185.824219 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -34185.82 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -34390.375000 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -34390.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34460.109375 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -34460.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -34524.773438 Penalty: 579.972107
	Iteration 3F: 3 clusters Score -34524.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -34565.910156 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -34565.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34586.156250 Penalty: 579.972107
	Iteration 5Q: 3 clusters Score -34586.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -34600.406250 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -34600.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34605.929688 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -34605.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34617.996094 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -34618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34624.953125 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -34624.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34627.023438 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -34627.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34629.679688 Penalty: 579.972107
	Iteration 11Q: 3 clusters Score -34629.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34632.457031 Penalty: 579.972107
	Iteration 12Q: 3 clusters Score -34632.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34633.394531 Penalty: 579.972107
	Iteration 13Q: 3 clusters Score -34633.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34633.394531 Penalty: 579.972107
	Iteration 14F: 3 clusters Score -34633.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -31251.144531 Penalty: 278.673096
	Iteration 0F: 2 clusters Score -31251.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30849.375000 Penalty: 557.346191
	Iteration 0F: 3 clusters Score -30849.38 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31242.244141 Penalty: 557.346191
	Iteration 1F: 3 clusters Score -31242.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31457.888672 Penalty: 557.346191
	Iteration 2F: 3 clusters Score -31457.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31500.115234 Penalty: 557.346191
	Iteration 3F: 3 clusters Score -31500.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31515.574219 Penalty: 557.346191
	Iteration 4Q: 3 clusters Score -31515.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31525.052734 Penalty: 557.346191
	Iteration 5Q: 3 clusters Score -31525.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31532.089844 Penalty: 557.346191
	Iteration 6Q: 3 clusters Score -31532.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31535.248047 Penalty: 557.346191
	Iteration 7Q: 3 clusters Score -31535.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31535.248047 Penalty: 557.346191
	Iteration 8F: 3 clusters Score -31535.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 113 members 
Entering Unmasked Estep 
Score: -14135440.000000 Penalty: 55666.703125
Splitting cluster 56 changes total score from -14135299.000000 to -14135440.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 57 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -15508.580078 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -15508.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15176.768555 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -15176.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15244.506836 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -15244.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15249.975586 Penalty: 509.118713
	Iteration 2Q: 3 clusters Score -15249.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15253.427734 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -15253.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15255.793945 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -15255.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15255.793945 Penalty: 509.118713
	Iteration 5F: 3 clusters Score -15255.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9746.083008 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9746.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9462.139648 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9462.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9521.815430 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9521.815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9542.904297 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9542.904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9554.250000 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -9554.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9574.330078 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9574.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9598.773438 Penalty: 475.542938
	Iteration 5F: 3 clusters Score -9598.773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9617.073242 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9617.073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9621.783203 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -9621.783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9624.129883 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -9624.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9626.726562 Penalty: 475.542938
	Iteration 9Q: 3 clusters Score -9626.727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9627.625000 Penalty: 475.542938
	Iteration 10Q: 3 clusters Score -9627.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9627.625000 Penalty: 475.542938
	Iteration 11F: 3 clusters Score -9627.625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -16434.691406 Penalty: 265.616730
	Iteration 0F: 2 clusters Score -16434.69 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 180 members 
Entering Unmasked Estep 
Score: -16052.168945 Penalty: 531.233459
	Iteration 0F: 3 clusters Score -16052.17 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16164.772461 Penalty: 531.233459
	Iteration 1F: 3 clusters Score -16164.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16260.743164 Penalty: 531.233459
	Iteration 2F: 3 clusters Score -16260.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16349.222656 Penalty: 531.233459
	Iteration 3F: 3 clusters Score -16349.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16400.904297 Penalty: 531.233459
	Iteration 4F: 3 clusters Score -16400.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16414.300781 Penalty: 531.233459
	Iteration 5Q: 3 clusters Score -16414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16420.505859 Penalty: 531.233459
	Iteration 6Q: 3 clusters Score -16420.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16426.361328 Penalty: 531.233459
	Iteration 7Q: 3 clusters Score -16426.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16429.992188 Penalty: 531.233459
	Iteration 8Q: 3 clusters Score -16429.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16431.318359 Penalty: 531.233459
	Iteration 9Q: 3 clusters Score -16431.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16431.318359 Penalty: 531.233459
	Iteration 10F: 3 clusters Score -16431.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -10066.080078 Penalty: 230.635147
	Iteration 0F: 2 clusters Score -10066.08 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 64 members 
Entering Unmasked Estep 
Score: -9807.142578 Penalty: 461.270294
	Iteration 0F: 3 clusters Score -9807.143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9886.136719 Penalty: 461.270294
	Iteration 1F: 3 clusters Score -9886.137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9900.187500 Penalty: 461.270294
	Iteration 2F: 3 clusters Score -9900.188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9904.932617 Penalty: 461.270294
	Iteration 3Q: 3 clusters Score -9904.933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9910.244141 Penalty: 461.270294
	Iteration 4Q: 3 clusters Score -9910.244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9910.875000 Penalty: 461.270294
	Iteration 5Q: 3 clusters Score -9910.875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9911.434570 Penalty: 461.270294
	Iteration 6Q: 3 clusters Score -9911.435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9911.434570 Penalty: 461.270294
	Iteration 7F: 3 clusters Score -9911.435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -12274.691406 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -12274.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11957.202148 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -11957.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12171.604492 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -12171.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12271.981445 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -12271.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12366.742188 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -12366.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12554.021484 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -12554.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13086.404297 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -13086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13086.404297 Penalty: 498.738159
	Iteration 6F: 3 clusters Score -13086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 117 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 113 members 
Mstep: Class 100 contains 108 members 
Entering Unmasked Estep 
Score: -14135944.000000 Penalty: 56228.996094
Splitting cluster 61 changes total score from -14135299.000000 to -14135944.000000
So it's getting split into cluster 100.
Entering ConstructFrom: 
Trying to split cluster 62 (16464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Entering Unmasked Estep 
Score: -1394474.125000 Penalty: 441.756409
	Iteration 0F: 2 clusters Score -1394474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1385980.625000 Penalty: 883.512817
	Iteration 0F: 3 clusters Score -1385981 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1390604.875000 Penalty: 883.512817
	Iteration 1F: 3 clusters Score -1390605 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1391020.250000 Penalty: 883.512817
	Iteration 2F: 3 clusters Score -1391020 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1391590.500000 Penalty: 883.512817
	Iteration 3F: 3 clusters Score -1391590 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1392306.375000 Penalty: 883.512817
	Iteration 4F: 3 clusters Score -1392306 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1392844.500000 Penalty: 883.512817
	Iteration 5F: 3 clusters Score -1392844 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1393214.750000 Penalty: 883.512817
	Iteration 6F: 3 clusters Score -1393215 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1393435.250000 Penalty: 883.512817
	Iteration 7Q: 3 clusters Score -1393435 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1393673.375000 Penalty: 883.512817
	Iteration 8Q: 3 clusters Score -1393673 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1393844.500000 Penalty: 883.512817
	Iteration 9Q: 3 clusters Score -1393844 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1393915.000000 Penalty: 883.512817
	Iteration 10Q: 3 clusters Score -1393915 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1393978.125000 Penalty: 883.512817
	Iteration 11Q: 3 clusters Score -1393978 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1394009.750000 Penalty: 883.512817
	Iteration 12Q: 3 clusters Score -1394010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1394042.500000 Penalty: 883.512817
	Iteration 13Q: 3 clusters Score -1394042 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1394071.000000 Penalty: 883.512817
	Iteration 14Q: 3 clusters Score -1394071 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1394084.000000 Penalty: 883.512817
	Iteration 15Q: 3 clusters Score -1394084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1394094.625000 Penalty: 883.512817
	Iteration 16Q: 3 clusters Score -1394095 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1394104.750000 Penalty: 883.512817
	Iteration 17Q: 3 clusters Score -1394105 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1394108.375000 Penalty: 883.512817
	Iteration 18Q: 3 clusters Score -1394108 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1394116.375000 Penalty: 883.512817
	Iteration 19Q: 3 clusters Score -1394116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1394125.875000 Penalty: 883.512817
	Iteration 20F: 3 clusters Score -1394126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1394131.375000 Penalty: 883.512817
	Iteration 21Q: 3 clusters Score -1394131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1394139.125000 Penalty: 883.512817
	Iteration 22Q: 3 clusters Score -1394139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1394146.125000 Penalty: 883.512817
	Iteration 23Q: 3 clusters Score -1394146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1394158.125000 Penalty: 883.512817
	Iteration 24Q: 3 clusters Score -1394158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1394166.500000 Penalty: 883.512817
	Iteration 25Q: 3 clusters Score -1394166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1394171.125000 Penalty: 883.512817
	Iteration 26Q: 3 clusters Score -1394171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1394168.875000 Penalty: 883.512817
	Iteration 27Q: 3 clusters Score -1394169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1394189.375000 Penalty: 883.512817
	Iteration 28Q: 3 clusters Score -1394189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1394196.500000 Penalty: 883.512817
	Iteration 29Q: 3 clusters Score -1394196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1394221.875000 Penalty: 883.512817
	Iteration 30Q: 3 clusters Score -1394222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1394242.000000 Penalty: 883.512817
	Iteration 31Q: 3 clusters Score -1394242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1394244.000000 Penalty: 883.512817
	Iteration 32Q: 3 clusters Score -1394244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1394258.500000 Penalty: 883.512817
	Iteration 33Q: 3 clusters Score -1394258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1394258.750000 Penalty: 883.512817
	Iteration 34Q: 3 clusters Score -1394259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1394265.375000 Penalty: 883.512817
	Iteration 35Q: 3 clusters Score -1394265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1394274.375000 Penalty: 883.512817
	Iteration 36Q: 3 clusters Score -1394274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1394284.375000 Penalty: 883.512817
	Iteration 37Q: 3 clusters Score -1394284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1394295.125000 Penalty: 883.512817
	Iteration 38Q: 3 clusters Score -1394295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1394302.750000 Penalty: 883.512817
	Iteration 39Q: 3 clusters Score -1394303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1394314.375000 Penalty: 883.512817
	Iteration 40F: 3 clusters Score -1394314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1394317.250000 Penalty: 883.512817
	Iteration 41Q: 3 clusters Score -1394317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1394317.875000 Penalty: 883.512817
	Iteration 42Q: 3 clusters Score -1394318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1394317.250000 Penalty: 883.512817
	Iteration 43Q: 3 clusters Score -1394317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1394319.875000 Penalty: 883.512817
	Iteration 44Q: 3 clusters Score -1394320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1394320.625000 Penalty: 883.512817
	Iteration 45Q: 3 clusters Score -1394321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1394321.375000 Penalty: 883.512817
	Iteration 46Q: 3 clusters Score -1394321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1394323.375000 Penalty: 883.512817
	Iteration 47Q: 3 clusters Score -1394323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1394328.000000 Penalty: 883.512817
	Iteration 48Q: 3 clusters Score -1394328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1394322.625000 Penalty: 883.512817
	Iteration 49Q: 3 clusters Score -1394323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1394323.000000 Penalty: 883.512817
	Iteration 50Q: 3 clusters Score -1394323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1394324.625000 Penalty: 883.512817
	Iteration 51Q: 3 clusters Score -1394325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1394322.625000 Penalty: 883.512817
	Iteration 52Q: 3 clusters Score -1394323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1394321.625000 Penalty: 883.512817
	Iteration 53Q: 3 clusters Score -1394322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1394326.625000 Penalty: 883.512817
	Iteration 54Q: 3 clusters Score -1394327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1394325.375000 Penalty: 883.512817
	Iteration 55Q: 3 clusters Score -1394325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1394324.000000 Penalty: 883.512817
	Iteration 56Q: 3 clusters Score -1394324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1394325.000000 Penalty: 883.512817
	Iteration 57Q: 3 clusters Score -1394325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1394325.125000 Penalty: 883.512817
	Iteration 58Q: 3 clusters Score -1394325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1394327.625000 Penalty: 883.512817
	Iteration 59Q: 3 clusters Score -1394328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1394327.625000 Penalty: 883.512817
	Iteration 60F: 3 clusters Score -1394328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -53939.074219 Penalty: 309.710754
	Iteration 0F: 2 clusters Score -53939.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -53186.226562 Penalty: 619.421509
	Iteration 0F: 3 clusters Score -53186.23 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53432.476562 Penalty: 619.421509
	Iteration 1F: 3 clusters Score -53432.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53481.593750 Penalty: 619.421509
	Iteration 2F: 3 clusters Score -53481.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53513.890625 Penalty: 619.421509
	Iteration 3Q: 3 clusters Score -53513.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53545.425781 Penalty: 619.421509
	Iteration 4Q: 3 clusters Score -53545.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53571.906250 Penalty: 619.421509
	Iteration 5Q: 3 clusters Score -53571.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53588.472656 Penalty: 619.421509
	Iteration 6Q: 3 clusters Score -53588.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53598.246094 Penalty: 619.421509
	Iteration 7Q: 3 clusters Score -53598.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53606.406250 Penalty: 619.421509
	Iteration 8Q: 3 clusters Score -53606.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -53616.023438 Penalty: 619.421509
	Iteration 9Q: 3 clusters Score -53616.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53623.718750 Penalty: 619.421509
	Iteration 10Q: 3 clusters Score -53623.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53633.050781 Penalty: 619.421509
	Iteration 11Q: 3 clusters Score -53633.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -53645.429688 Penalty: 619.421509
	Iteration 12Q: 3 clusters Score -53645.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -53654.210938 Penalty: 619.421509
	Iteration 13Q: 3 clusters Score -53654.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -53659.898438 Penalty: 619.421509
	Iteration 14Q: 3 clusters Score -53659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -53663.757812 Penalty: 619.421509
	Iteration 15Q: 3 clusters Score -53663.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -53666.832031 Penalty: 619.421509
	Iteration 16Q: 3 clusters Score -53666.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -53670.492188 Penalty: 619.421509
	Iteration 17Q: 3 clusters Score -53670.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -53676.066406 Penalty: 619.421509
	Iteration 18Q: 3 clusters Score -53676.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -53679.738281 Penalty: 619.421509
	Iteration 19Q: 3 clusters Score -53679.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -53682.878906 Penalty: 619.421509
	Iteration 20F: 3 clusters Score -53682.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -53684.203125 Penalty: 619.421509
	Iteration 21Q: 3 clusters Score -53684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -53686.183594 Penalty: 619.421509
	Iteration 22Q: 3 clusters Score -53686.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -53688.750000 Penalty: 619.421509
	Iteration 23Q: 3 clusters Score -53688.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -53689.445312 Penalty: 619.421509
	Iteration 24Q: 3 clusters Score -53689.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -53689.667969 Penalty: 619.421509
	Iteration 25Q: 3 clusters Score -53689.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -53689.839844 Penalty: 619.421509
	Iteration 26Q: 3 clusters Score -53689.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -53690.082031 Penalty: 619.421509
	Iteration 27Q: 3 clusters Score -53690.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -53690.082031 Penalty: 619.421509
	Iteration 28F: 3 clusters Score -53690.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -20221.062500 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -20221.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19811.650391 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -19811.65 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19920.234375 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -19920.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19941.291016 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -19941.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19952.437500 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -19952.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19961.187500 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -19961.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19965.617188 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -19965.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19968.109375 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -19968.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19970.269531 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -19970.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19976.867188 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -19976.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19985.140625 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -19985.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19986.837891 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -19986.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19988.699219 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -19988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19989.591797 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -19989.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19989.722656 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -19989.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19990.201172 Penalty: 542.451477
	Iteration 14Q: 3 clusters Score -19990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19990.201172 Penalty: 542.451477
	Iteration 15F: 3 clusters Score -19990.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -3537.528320 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -3537.528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3336.754395 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -3336.754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3437.176514 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -3437.177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3533.616699 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -3533.617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3594.138916 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -3594.139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3622.443604 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -3622.444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3626.215576 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -3626.216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3626.215576 Penalty: 433.357849
	Iteration 6F: 3 clusters Score -3626.216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 68 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 518 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 113 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 49 members 
Entering Unmasked Estep 
Score: -14135690.000000 Penalty: 56791.285156
Splitting cluster 65 changes total score from -14135299.000000 to -14135690.000000
So it's getting split into cluster 101.
Entering ConstructFrom: 
Trying to split cluster 66 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -27056.802734 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -27056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26580.406250 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -26580.41 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26702.044922 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26702.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26756.111328 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26756.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26774.814453 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -26774.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26782.556641 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -26782.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26784.775391 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26784.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26787.044922 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26787.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26788.541016 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26788.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26788.541016 Penalty: 563.318665
	Iteration 8F: 3 clusters Score -26788.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -8882.567383 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -8882.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8654.838867 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -8654.839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8737.422852 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -8737.423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8759.829102 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -8759.829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8771.013672 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -8771.014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8774.512695 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -8774.513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8778.875000 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -8778.875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8778.875000 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -8778.875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -35149.980469 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -35149.98 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 268 members 
Entering Unmasked Estep 
Score: -34655.546875 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -34655.55 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34795.054688 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -34795.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34848.835938 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -34848.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34897.117188 Penalty: 568.923279
	Iteration 3F: 3 clusters Score -34897.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34955.625000 Penalty: 568.923279
	Iteration 4F: 3 clusters Score -34955.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34989.148438 Penalty: 568.923279
	Iteration 5F: 3 clusters Score -34989.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35020.406250 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -35020.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35054.820312 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -35054.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35087.214844 Penalty: 568.923279
	Iteration 8Q: 3 clusters Score -35087.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35103.261719 Penalty: 568.923279
	Iteration 9Q: 3 clusters Score -35103.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35115.628906 Penalty: 568.923279
	Iteration 10Q: 3 clusters Score -35115.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35120.847656 Penalty: 568.923279
	Iteration 11Q: 3 clusters Score -35120.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35125.746094 Penalty: 568.923279
	Iteration 12Q: 3 clusters Score -35125.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35127.281250 Penalty: 568.923279
	Iteration 13Q: 3 clusters Score -35127.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35128.289062 Penalty: 568.923279
	Iteration 14Q: 3 clusters Score -35128.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35129.609375 Penalty: 568.923279
	Iteration 15Q: 3 clusters Score -35129.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35130.445312 Penalty: 568.923279
	Iteration 16Q: 3 clusters Score -35130.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35130.445312 Penalty: 568.923279
	Iteration 17F: 3 clusters Score -35130.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3846.139893 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3846.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3674.061279 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3674.061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3751.762451 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3751.762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3801.257568 Penalty: 398.764435
	Iteration 2F: 3 clusters Score -3801.258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3839.131836 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -3839.132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3839.131836 Penalty: 398.764435
	Iteration 4F: 3 clusters Score -3839.132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -92801.164062 Penalty: 320.424042
	Iteration 0F: 2 clusters Score -92801.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -91877.960938 Penalty: 640.848083
	Iteration 0F: 3 clusters Score -91877.96 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -92172.531250 Penalty: 640.848083
	Iteration 1F: 3 clusters Score -92172.53 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92246.796875 Penalty: 640.848083
	Iteration 2F: 3 clusters Score -92246.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -92316.843750 Penalty: 640.848083
	Iteration 3F: 3 clusters Score -92316.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -92363.164062 Penalty: 640.848083
	Iteration 4F: 3 clusters Score -92363.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92395.046875 Penalty: 640.848083
	Iteration 5Q: 3 clusters Score -92395.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92430.820312 Penalty: 640.848083
	Iteration 6Q: 3 clusters Score -92430.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92453.117188 Penalty: 640.848083
	Iteration 7Q: 3 clusters Score -92453.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92468.562500 Penalty: 640.848083
	Iteration 8Q: 3 clusters Score -92468.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92479.437500 Penalty: 640.848083
	Iteration 9Q: 3 clusters Score -92479.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92495.328125 Penalty: 640.848083
	Iteration 10Q: 3 clusters Score -92495.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92505.867188 Penalty: 640.848083
	Iteration 11Q: 3 clusters Score -92505.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92516.179688 Penalty: 640.848083
	Iteration 12Q: 3 clusters Score -92516.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92521.320312 Penalty: 640.848083
	Iteration 13Q: 3 clusters Score -92521.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92530.250000 Penalty: 640.848083
	Iteration 14Q: 3 clusters Score -92530.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92535.890625 Penalty: 640.848083
	Iteration 15Q: 3 clusters Score -92535.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92539.171875 Penalty: 640.848083
	Iteration 16Q: 3 clusters Score -92539.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92540.976562 Penalty: 640.848083
	Iteration 17Q: 3 clusters Score -92540.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -92542.617188 Penalty: 640.848083
	Iteration 18Q: 3 clusters Score -92542.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92544.453125 Penalty: 640.848083
	Iteration 19Q: 3 clusters Score -92544.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92544.601562 Penalty: 640.848083
	Iteration 20F: 3 clusters Score -92544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92544.851562 Penalty: 640.848083
	Iteration 21Q: 3 clusters Score -92544.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92544.851562 Penalty: 640.848083
	Iteration 22F: 3 clusters Score -92544.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -12253.033203 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -12253.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11969.073242 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11969.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12116.236328 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -12116.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12176.656250 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -12176.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12197.881836 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -12197.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12228.736328 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -12228.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12230.635742 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -12230.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12240.823242 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -12240.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12243.351562 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -12243.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12243.351562 Penalty: 495.260010
	Iteration 8F: 3 clusters Score -12243.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -14139.820312 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -14139.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13802.958984 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -13802.96 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13888.019531 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -13888.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13921.429688 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -13921.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13942.520508 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -13942.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13949.428711 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -13949.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13951.680664 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -13951.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13954.102539 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -13954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13956.719727 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -13956.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13957.180664 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -13957.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13958.305664 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -13958.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13960.377930 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -13960.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13968.716797 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -13968.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13975.742188 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -13975.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13978.853516 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -13978.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13980.577148 Penalty: 503.897430
	Iteration 14Q: 3 clusters Score -13980.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13981.522461 Penalty: 503.897430
	Iteration 15Q: 3 clusters Score -13981.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13983.431641 Penalty: 503.897430
	Iteration 16Q: 3 clusters Score -13983.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13987.963867 Penalty: 503.897430
	Iteration 17Q: 3 clusters Score -13987.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13989.263672 Penalty: 503.897430
	Iteration 18Q: 3 clusters Score -13989.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13990.415039 Penalty: 503.897430
	Iteration 19Q: 3 clusters Score -13990.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13991.015625 Penalty: 503.897430
	Iteration 20F: 3 clusters Score -13991.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13991.420898 Penalty: 503.897430
	Iteration 21Q: 3 clusters Score -13991.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13991.420898 Penalty: 503.897430
	Iteration 22F: 3 clusters Score -13991.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -20199.439453 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -20199.44 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 176 members 
Entering Unmasked Estep 
Score: -19805.242188 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -19805.24 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19924.990234 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -19924.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19954.404297 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -19954.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19979.222656 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -19979.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20007.427734 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -20007.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20033.242188 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -20033.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20058.386719 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -20058.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20067.535156 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -20067.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20074.050781 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -20074.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20075.242188 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -20075.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20077.431641 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -20077.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20077.658203 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -20077.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20078.095703 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -20078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20078.521484 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -20078.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20079.554688 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -20079.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20082.699219 Penalty: 533.590454
	Iteration 15Q: 3 clusters Score -20082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20083.191406 Penalty: 533.590454
	Iteration 16Q: 3 clusters Score -20083.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20083.191406 Penalty: 533.590454
	Iteration 17F: 3 clusters Score -20083.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -33644.726562 Penalty: 284.373871
	Iteration 0F: 2 clusters Score -33644.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33140.019531 Penalty: 568.747742
	Iteration 0F: 3 clusters Score -33140.02 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33313.964844 Penalty: 568.747742
	Iteration 1F: 3 clusters Score -33313.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33377.300781 Penalty: 568.747742
	Iteration 2F: 3 clusters Score -33377.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33414.808594 Penalty: 568.747742
	Iteration 3F: 3 clusters Score -33414.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33450.324219 Penalty: 568.747742
	Iteration 4Q: 3 clusters Score -33450.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33487.765625 Penalty: 568.747742
	Iteration 5Q: 3 clusters Score -33487.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33576.160156 Penalty: 568.747742
	Iteration 6Q: 3 clusters Score -33576.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33688.667969 Penalty: 568.747742
	Iteration 7F: 3 clusters Score -33688.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33759.917969 Penalty: 568.747742
	Iteration 8F: 3 clusters Score -33759.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33794.949219 Penalty: 568.747742
	Iteration 9Q: 3 clusters Score -33794.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33832.445312 Penalty: 568.747742
	Iteration 10Q: 3 clusters Score -33832.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33837.507812 Penalty: 568.747742
	Iteration 11Q: 3 clusters Score -33837.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33839.164062 Penalty: 568.747742
	Iteration 12Q: 3 clusters Score -33839.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33839.343750 Penalty: 568.747742
	Iteration 13Q: 3 clusters Score -33839.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33839.343750 Penalty: 568.747742
	Iteration 14F: 3 clusters Score -33839.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 68 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 376 members 
Mstep: Class 75 contains 470 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 113 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 49 members 
Mstep: Class 102 contains 142 members 
Entering Unmasked Estep 
Score: -14135610.000000 Penalty: 57353.574219
Splitting cluster 74 changes total score from -14135299.000000 to -14135610.000000
So it's getting split into cluster 102.
Entering ConstructFrom: 
Trying to split cluster 75 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -31660.705078 Penalty: 279.949341
	Iteration 0F: 2 clusters Score -31660.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31181.550781 Penalty: 559.898682
	Iteration 0F: 3 clusters Score -31181.55 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31361.115234 Penalty: 559.898682
	Iteration 1F: 3 clusters Score -31361.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31440.253906 Penalty: 559.898682
	Iteration 2F: 3 clusters Score -31440.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31507.160156 Penalty: 559.898682
	Iteration 3F: 3 clusters Score -31507.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31535.785156 Penalty: 559.898682
	Iteration 4Q: 3 clusters Score -31535.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31557.085938 Penalty: 559.898682
	Iteration 5Q: 3 clusters Score -31557.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31570.062500 Penalty: 559.898682
	Iteration 6Q: 3 clusters Score -31570.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31581.648438 Penalty: 559.898682
	Iteration 7Q: 3 clusters Score -31581.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31620.931641 Penalty: 559.898682
	Iteration 8Q: 3 clusters Score -31620.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31689.755859 Penalty: 559.898682
	Iteration 9Q: 3 clusters Score -31689.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31764.705078 Penalty: 559.898682
	Iteration 10Q: 3 clusters Score -31764.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31803.636719 Penalty: 559.898682
	Iteration 11Q: 3 clusters Score -31803.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31821.369141 Penalty: 559.898682
	Iteration 12Q: 3 clusters Score -31821.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31826.054688 Penalty: 559.898682
	Iteration 13Q: 3 clusters Score -31826.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31827.822266 Penalty: 559.898682
	Iteration 14Q: 3 clusters Score -31827.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31828.121094 Penalty: 559.898682
	Iteration 15Q: 3 clusters Score -31828.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31828.208984 Penalty: 559.898682
	Iteration 16Q: 3 clusters Score -31828.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31828.208984 Penalty: 559.898682
	Iteration 17F: 3 clusters Score -31828.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 68 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 376 members 
Mstep: Class 75 contains 262 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 849 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 113 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 49 members 
Mstep: Class 102 contains 142 members 
Mstep: Class 103 contains 208 members 
Entering Unmasked Estep 
Score: -14135493.000000 Penalty: 57915.863281
Splitting cluster 75 changes total score from -14135299.000000 to -14135493.000000
So it's getting split into cluster 103.
Entering ConstructFrom: 
Trying to split cluster 76 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -13372.261719 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -13372.26 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 113 members 
Entering Unmasked Estep 
Score: -13076.119141 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -13076.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13150.543945 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -13150.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13191.255859 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -13191.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13220.474609 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -13220.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13243.711914 Penalty: 490.405548
	Iteration 4F: 3 clusters Score -13243.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13253.199219 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -13253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13254.818359 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -13254.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13258.594727 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -13258.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13258.594727 Penalty: 490.405548
	Iteration 8F: 3 clusters Score -13258.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -13987.830078 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -13987.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13650.441406 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13650.44 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13761.560547 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -13761.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13806.034180 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -13806.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13838.825195 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -13838.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13863.589844 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -13863.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13879.308594 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -13879.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13883.240234 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -13883.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13888.103516 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -13888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13898.227539 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -13898.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13899.200195 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -13899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13900.112305 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -13900.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13900.112305 Penalty: 511.785614
	Iteration 11F: 3 clusters Score -13900.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -22084.912109 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -22084.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21666.820312 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -21666.82 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21756.351562 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -21756.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21780.755859 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -21780.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21796.431641 Penalty: 544.308716
	Iteration 3Q: 3 clusters Score -21796.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21806.068359 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -21806.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21811.677734 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -21811.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21817.648438 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -21817.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21818.769531 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -21818.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21818.769531 Penalty: 544.308716
	Iteration 8F: 3 clusters Score -21818.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -24488.121094 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -24488.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24038.093750 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -24038.09 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24173.750000 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -24173.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24228.962891 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -24228.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24275.679688 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -24275.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24291.070312 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -24291.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24303.574219 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -24303.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24314.794922 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -24314.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24323.447266 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -24323.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24339.537109 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -24339.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24362.156250 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -24362.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24377.761719 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -24377.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24397.025391 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -24397.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24409.562500 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -24409.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24411.158203 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -24411.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24411.158203 Penalty: 555.536194
	Iteration 14F: 3 clusters Score -24411.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -34604.238281 Penalty: 306.854675
	Iteration 0F: 2 clusters Score -34604.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -33998.707031 Penalty: 613.709351
	Iteration 0F: 3 clusters Score -33998.71 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34563.195312 Penalty: 613.709351
	Iteration 1F: 3 clusters Score -34563.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34892.003906 Penalty: 613.709351
	Iteration 2F: 3 clusters Score -34892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35061.457031 Penalty: 613.709351
	Iteration 3F: 3 clusters Score -35061.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35132.687500 Penalty: 613.709351
	Iteration 4Q: 3 clusters Score -35132.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35147.601562 Penalty: 613.709351
	Iteration 5Q: 3 clusters Score -35147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35158.769531 Penalty: 613.709351
	Iteration 6Q: 3 clusters Score -35158.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35166.488281 Penalty: 613.709351
	Iteration 7Q: 3 clusters Score -35166.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35174.558594 Penalty: 613.709351
	Iteration 8Q: 3 clusters Score -35174.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35187.441406 Penalty: 613.709351
	Iteration 9Q: 3 clusters Score -35187.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35226.816406 Penalty: 613.709351
	Iteration 10Q: 3 clusters Score -35226.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35312.398438 Penalty: 613.709351
	Iteration 11Q: 3 clusters Score -35312.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35328.886719 Penalty: 613.709351
	Iteration 12Q: 3 clusters Score -35328.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35339.886719 Penalty: 613.709351
	Iteration 13Q: 3 clusters Score -35339.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35341.531250 Penalty: 613.709351
	Iteration 14Q: 3 clusters Score -35341.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35343.992188 Penalty: 613.709351
	Iteration 15Q: 3 clusters Score -35343.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35344.613281 Penalty: 613.709351
	Iteration 16Q: 3 clusters Score -35344.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35345.031250 Penalty: 613.709351
	Iteration 17Q: 3 clusters Score -35345.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35345.031250 Penalty: 613.709351
	Iteration 18F: 3 clusters Score -35345.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 68 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 376 members 
Mstep: Class 75 contains 262 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 524 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 169 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 113 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 49 members 
Mstep: Class 102 contains 142 members 
Mstep: Class 103 contains 208 members 
Mstep: Class 104 contains 325 members 
Entering Unmasked Estep 
Score: -14135989.000000 Penalty: 58478.156250
Splitting cluster 80 changes total score from -14135299.000000 to -14135989.000000
So it's getting split into cluster 104.
Entering ConstructFrom: 
Trying to split cluster 81 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -18040.935547 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -18040.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17705.957031 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -17705.96 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17824.115234 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -17824.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17885.308594 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -17885.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17914.953125 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -17914.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -17930.681641 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -17930.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17934.482422 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -17934.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17939.355469 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -17939.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17942.585938 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -17942.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17943.966797 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -17943.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17943.966797 Penalty: 514.376526
	Iteration 9F: 3 clusters Score -17943.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (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: -22127.972656 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -22127.97 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 155 members 
Entering Unmasked Estep 
Score: -21752.486328 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -21752.49 nChanged 107
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: -21868.160156 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -21868.16 nChanged 22
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: -21899.072266 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -21899.07 nChanged 12
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: -21912.785156 Penalty: 521.734070
	Iteration 3Q: 3 clusters Score -21912.79 nChanged 11
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: -21922.455078 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -21922.46 nChanged 5
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: -21925.658203 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -21925.66 nChanged 7
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: -21929.701172 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -21929.7 nChanged 1
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: -21930.433594 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -21930.43 nChanged 4
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: -21938.462891 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -21938.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21942.470703 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -21942.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21946.529297 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -21946.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21949.820312 Penalty: 521.734070
	Iteration 11Q: 3 clusters Score -21949.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21951.849609 Penalty: 521.734070
	Iteration 12Q: 3 clusters Score -21951.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21955.382812 Penalty: 521.734070
	Iteration 13Q: 3 clusters Score -21955.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21957.878906 Penalty: 521.734070
	Iteration 14Q: 3 clusters Score -21957.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21960.908203 Penalty: 521.734070
	Iteration 15Q: 3 clusters Score -21960.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21962.779297 Penalty: 521.734070
	Iteration 16Q: 3 clusters Score -21962.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21964.542969 Penalty: 521.734070
	Iteration 17Q: 3 clusters Score -21964.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21965.195312 Penalty: 521.734070
	Iteration 18Q: 3 clusters Score -21965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21967.101562 Penalty: 521.734070
	Iteration 19Q: 3 clusters Score -21967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21974.554688 Penalty: 521.734070
	Iteration 20F: 3 clusters Score -21974.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21988.736328 Penalty: 521.734070
	Iteration 21Q: 3 clusters Score -21988.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21995.998047 Penalty: 521.734070
	Iteration 22Q: 3 clusters Score -21996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22000.228516 Penalty: 521.734070
	Iteration 23Q: 3 clusters Score -22000.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22002.085938 Penalty: 521.734070
	Iteration 24Q: 3 clusters Score -22002.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22002.085938 Penalty: 521.734070
	Iteration 25F: 3 clusters Score -22002.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -80423.015625 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -80423.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -79414.046875 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -79414.05 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -79718.484375 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -79718.48 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -79774.406250 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -79774.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -79810.867188 Penalty: 654.007996
	Iteration 3F: 3 clusters Score -79810.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -79840.718750 Penalty: 654.007996
	Iteration 4Q: 3 clusters Score -79840.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -79869.929688 Penalty: 654.007996
	Iteration 5Q: 3 clusters Score -79869.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -79902.578125 Penalty: 654.007996
	Iteration 6Q: 3 clusters Score -79902.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79947.632812 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -79947.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -79966.273438 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -79966.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -79988.515625 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -79988.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -80013.398438 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -80013.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -80024.054688 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -80024.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -80030.664062 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -80030.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -80033.242188 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -80033.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -80035.875000 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -80035.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -80036.179688 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -80036.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -80036.335938 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -80036.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -80037.406250 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -80037.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -80040.500000 Penalty: 654.007996
	Iteration 18Q: 3 clusters Score -80040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -80046.250000 Penalty: 654.007996
	Iteration 19Q: 3 clusters Score -80046.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -80048.726562 Penalty: 654.007996
	Iteration 20F: 3 clusters Score -80048.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -80050.289062 Penalty: 654.007996
	Iteration 21Q: 3 clusters Score -80050.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -80052.421875 Penalty: 654.007996
	Iteration 22Q: 3 clusters Score -80052.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -80055.070312 Penalty: 654.007996
	Iteration 23Q: 3 clusters Score -80055.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -80056.679688 Penalty: 654.007996
	Iteration 24Q: 3 clusters Score -80056.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -80058.015625 Penalty: 654.007996
	Iteration 25Q: 3 clusters Score -80058.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -80062.976562 Penalty: 654.007996
	Iteration 26Q: 3 clusters Score -80062.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -80068.906250 Penalty: 654.007996
	Iteration 27Q: 3 clusters Score -80068.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -80071.289062 Penalty: 654.007996
	Iteration 28Q: 3 clusters Score -80071.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -80072.234375 Penalty: 654.007996
	Iteration 29Q: 3 clusters Score -80072.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -80072.234375 Penalty: 654.007996
	Iteration 30F: 3 clusters Score -80072.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -32898.949219 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -32898.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32459.230469 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -32459.23 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32600.673828 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -32600.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32636.556641 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -32636.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32655.136719 Penalty: 552.647095
	Iteration 3Q: 3 clusters Score -32655.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32668.207031 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -32668.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32670.667969 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -32670.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32671.050781 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -32671.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32672.306641 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -32672.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32673.521484 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -32673.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32675.222656 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -32675.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32676.220703 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -32676.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32678.187500 Penalty: 552.647095
	Iteration 11Q: 3 clusters Score -32678.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32679.230469 Penalty: 552.647095
	Iteration 12Q: 3 clusters Score -32679.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32679.750000 Penalty: 552.647095
	Iteration 13Q: 3 clusters Score -32679.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32679.958984 Penalty: 552.647095
	Iteration 14Q: 3 clusters Score -32679.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32679.958984 Penalty: 552.647095
	Iteration 15F: 3 clusters Score -32679.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -7170.294922 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -7170.295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6964.450195 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -6964.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7128.288086 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -7128.288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7232.465332 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -7232.465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7265.003418 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -7265.003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7267.083984 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -7267.084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7274.700195 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -7274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7286.728027 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -7286.728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7303.087402 Penalty: 466.820770
	Iteration 7Q: 3 clusters Score -7303.087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7305.198730 Penalty: 466.820770
	Iteration 8F: 3 clusters Score -7305.199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7308.444824 Penalty: 466.820770
	Iteration 9Q: 3 clusters Score -7308.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7321.365723 Penalty: 466.820770
	Iteration 10Q: 3 clusters Score -7321.366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7393.841309 Penalty: 466.820770
	Iteration 11Q: 3 clusters Score -7393.841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7443.838379 Penalty: 466.820770
	Iteration 12Q: 3 clusters Score -7443.838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7458.762207 Penalty: 466.820770
	Iteration 13Q: 3 clusters Score -7458.762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7458.762207 Penalty: 466.820770
	Iteration 14F: 3 clusters Score -7458.762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 68 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 376 members 
Mstep: Class 75 contains 262 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 524 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 108 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 479 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 113 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 49 members 
Mstep: Class 102 contains 142 members 
Mstep: Class 103 contains 208 members 
Mstep: Class 104 contains 325 members 
Mstep: Class 105 contains 61 members 
Entering Unmasked Estep 
Score: -14135945.000000 Penalty: 59040.445312
Splitting cluster 86 changes total score from -14135299.000000 to -14135945.000000
So it's getting split into cluster 105.
Entering ConstructFrom: 
Trying to split cluster 87 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -11198.062500 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -11198.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10917.250977 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10917.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10985.677734 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10985.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11007.427734 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -11007.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11016.776367 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -11016.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11018.821289 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -11018.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -11019.713867 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -11019.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -11019.713867 Penalty: 471.029633
	Iteration 6F: 3 clusters Score -11019.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7825.686523 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7825.687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7561.490723 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7561.491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7613.105469 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7613.105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7635.199219 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -7635.199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7642.160156 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7642.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7643.906250 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -7643.906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7651.443848 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -7651.444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7655.114258 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -7655.114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7657.595215 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -7657.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7657.595215 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -7657.595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8838.536133 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8838.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8598.251953 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -8598.252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8651.333984 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8651.334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8663.237305 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8663.237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8670.062500 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8670.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8670.062500 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -8670.062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -31242.339844 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -31242.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30749.865234 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -30749.87 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30896.166016 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -30896.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30978.333984 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -30978.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31111.410156 Penalty: 561.624756
	Iteration 3F: 3 clusters Score -31111.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31207.773438 Penalty: 561.624756
	Iteration 4F: 3 clusters Score -31207.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31292.220703 Penalty: 561.624756
	Iteration 5F: 3 clusters Score -31292.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31335.140625 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -31335.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31355.435547 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -31355.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31373.912109 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -31373.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31389.212891 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -31389.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31404.273438 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -31404.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31420.392578 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -31420.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31430.210938 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -31430.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31436.455078 Penalty: 561.624756
	Iteration 13Q: 3 clusters Score -31436.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31443.031250 Penalty: 561.624756
	Iteration 14Q: 3 clusters Score -31443.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31446.591797 Penalty: 561.624756
	Iteration 15Q: 3 clusters Score -31446.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31449.582031 Penalty: 561.624756
	Iteration 16Q: 3 clusters Score -31449.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31452.410156 Penalty: 561.624756
	Iteration 17Q: 3 clusters Score -31452.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31454.595703 Penalty: 561.624756
	Iteration 18Q: 3 clusters Score -31454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31455.861328 Penalty: 561.624756
	Iteration 19Q: 3 clusters Score -31455.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31456.267578 Penalty: 561.624756
	Iteration 20F: 3 clusters Score -31456.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31456.804688 Penalty: 561.624756
	Iteration 21Q: 3 clusters Score -31456.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31459.673828 Penalty: 561.624756
	Iteration 22Q: 3 clusters Score -31459.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31460.146484 Penalty: 561.624756
	Iteration 23Q: 3 clusters Score -31460.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31464.123047 Penalty: 561.624756
	Iteration 24Q: 3 clusters Score -31464.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31464.716797 Penalty: 561.624756
	Iteration 25Q: 3 clusters Score -31464.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31464.716797 Penalty: 561.624756
	Iteration 26F: 3 clusters Score -31464.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 68 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 376 members 
Mstep: Class 75 contains 262 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 524 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 108 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 191 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 286 members 
Mstep: Class 99 contains 113 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 49 members 
Mstep: Class 102 contains 142 members 
Mstep: Class 103 contains 208 members 
Mstep: Class 104 contains 325 members 
Mstep: Class 105 contains 61 members 
Mstep: Class 106 contains 288 members 
Entering Unmasked Estep 
Score: -14135903.000000 Penalty: 59602.734375
Splitting cluster 90 changes total score from -14135299.000000 to -14135903.000000
So it's getting split into cluster 106.
Entering ConstructFrom: 
Trying to split cluster 91 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -14781.564453 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -14781.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14450.948242 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -14450.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14567.110352 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -14567.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14612.583008 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -14612.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14639.684570 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -14639.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14683.008789 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -14683.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14695.847656 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -14695.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14703.453125 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -14703.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14704.397461 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -14704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14704.397461 Penalty: 513.413574
	Iteration 8F: 3 clusters Score -14704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (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: -11919.538086 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -11919.54 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 95 members 
Entering Unmasked Estep 
Score: -11644.878906 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -11644.88 nChanged 52
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: -11702.184570 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -11702.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11720.690430 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -11720.69 nChanged 6
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: -11726.109375 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -11726.11 nChanged 3
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: -11728.326172 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -11728.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11730.710938 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -11730.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11733.008789 Penalty: 475.052399
	Iteration 6Q: 3 clusters Score -11733.01 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: -11733.628906 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -11733.63 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: -11733.628906 Penalty: 475.052399
	Iteration 8F: 3 clusters Score -11733.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (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: -19482.269531 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -19482.27 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 267 members 
Entering Unmasked Estep 
Score: -18984.527344 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -18984.53 nChanged 186
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: -19186.060547 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -19186.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19220.130859 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -19220.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19230.251953 Penalty: 573.704834
	Iteration 3Q: 3 clusters Score -19230.25 nChanged 14
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: -19237.847656 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -19237.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19241.849609 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -19241.85 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: -19247.898438 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -19247.9 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: -19255.457031 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -19255.46 nChanged 10
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: -19261.369141 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -19261.37 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: -19263.113281 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -19263.11 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: -19264.316406 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -19264.32 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: -19264.517578 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -19264.52 nChanged 0
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: -19264.517578 Penalty: 573.704834
	Iteration 12F: 3 clusters Score -19264.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (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: -44847.179688 Penalty: 298.333405
	Iteration 0F: 2 clusters Score -44847.18 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 328 members 
Entering Unmasked Estep 
Score: -44235.523438 Penalty: 596.666809
	Iteration 0F: 3 clusters Score -44235.52 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44467.082031 Penalty: 596.666809
	Iteration 1F: 3 clusters Score -44467.08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44605.363281 Penalty: 596.666809
	Iteration 2F: 3 clusters Score -44605.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44665.187500 Penalty: 596.666809
	Iteration 3F: 3 clusters Score -44665.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44706.308594 Penalty: 596.666809
	Iteration 4Q: 3 clusters Score -44706.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44731.679688 Penalty: 596.666809
	Iteration 5Q: 3 clusters Score -44731.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44743.644531 Penalty: 596.666809
	Iteration 6Q: 3 clusters Score -44743.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44757.101562 Penalty: 596.666809
	Iteration 7Q: 3 clusters Score -44757.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44762.285156 Penalty: 596.666809
	Iteration 8Q: 3 clusters Score -44762.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44764.550781 Penalty: 596.666809
	Iteration 9Q: 3 clusters Score -44764.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44766.070312 Penalty: 596.666809
	Iteration 10Q: 3 clusters Score -44766.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44768.222656 Penalty: 596.666809
	Iteration 11Q: 3 clusters Score -44768.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44769.136719 Penalty: 596.666809
	Iteration 12Q: 3 clusters Score -44769.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44770.691406 Penalty: 596.666809
	Iteration 13Q: 3 clusters Score -44770.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44771.582031 Penalty: 596.666809
	Iteration 14Q: 3 clusters Score -44771.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44773.546875 Penalty: 596.666809
	Iteration 15Q: 3 clusters Score -44773.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44776.855469 Penalty: 596.666809
	Iteration 16Q: 3 clusters Score -44776.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44778.992188 Penalty: 596.666809
	Iteration 17Q: 3 clusters Score -44778.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44779.957031 Penalty: 596.666809
	Iteration 18Q: 3 clusters Score -44779.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44779.957031 Penalty: 596.666809
	Iteration 19F: 3 clusters Score -44779.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -52921.906250 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -52921.91 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 347 members 
Entering Unmasked Estep 
Score: -52295.937500 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -52295.94 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52583.132812 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -52583.13 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52685.699219 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -52685.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52775.433594 Penalty: 603.990479
	Iteration 3F: 3 clusters Score -52775.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52824.453125 Penalty: 603.990479
	Iteration 4F: 3 clusters Score -52824.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52843.765625 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -52843.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52868.417969 Penalty: 603.990479
	Iteration 6Q: 3 clusters Score -52868.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52887.117188 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -52887.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52900.488281 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -52900.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52903.562500 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -52903.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52906.992188 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -52906.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52910.789062 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -52910.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52912.273438 Penalty: 603.990479
	Iteration 12Q: 3 clusters Score -52912.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52912.464844 Penalty: 603.990479
	Iteration 13Q: 3 clusters Score -52912.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52912.464844 Penalty: 603.990479
	Iteration 14F: 3 clusters Score -52912.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 58 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118967 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 336 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 68 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 519 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 376 members 
Mstep: Class 75 contains 262 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 448 members 
Mstep: Class 80 contains 524 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 309 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 108 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 191 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136025.000000 Penalty: 59602.734375
Iteration 159Q: 107 clusters Score -1.413602e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118970 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 335 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 457 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1175 members 
Mstep: Class 33 contains 238 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1209 members 
Mstep: Class 46 contains 934 members 
Mstep: Class 47 contains 104 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 343 members 
Mstep: Class 60 contains 159 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 65 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 400 members 
Mstep: Class 75 contains 260 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 524 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 302 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 310 members 
Mstep: Class 85 contains 434 members 
Mstep: Class 86 contains 112 members 
Mstep: Class 87 contains 176 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 551 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 762 members 
Mstep: Class 96 contains 32 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 283 members 
Mstep: Class 99 contains 113 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 139 members 
Mstep: Class 103 contains 205 members 
Mstep: Class 104 contains 322 members 
Mstep: Class 105 contains 61 members 
Mstep: Class 106 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136292.000000 Penalty: 59602.734375
Iteration 160F: 107 clusters Score -1.413629e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118964 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 322 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 1686 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1198 members 
Mstep: Class 46 contains 934 members 
Mstep: Class 47 contains 103 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 339 members 
Mstep: Class 60 contains 158 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16464 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 388 members 
Mstep: Class 65 contains 66 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1144 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 411 members 
Mstep: Class 75 contains 256 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 447 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 285 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 314 members 
Mstep: Class 85 contains 432 members 
Mstep: Class 86 contains 112 members 
Mstep: Class 87 contains 175 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 203 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 185 members 
Mstep: Class 93 contains 549 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 761 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 113 members 
Mstep: Class 98 contains 300 members 
Mstep: Class 99 contains 115 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 148 members 
Mstep: Class 103 contains 246 members 
Mstep: Class 104 contains 324 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136451.000000 Penalty: 59602.734375
Iteration 161Q: 107 clusters Score -1.413645e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118966 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 315 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 1686 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 541 members 
Mstep: Class 39 contains 2306 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1186 members 
Mstep: Class 46 contains 934 members 
Mstep: Class 47 contains 102 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 336 members 
Mstep: Class 60 contains 158 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16463 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 66 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1143 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 420 members 
Mstep: Class 75 contains 251 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 273 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 317 members 
Mstep: Class 85 contains 429 members 
Mstep: Class 86 contains 114 members 
Mstep: Class 87 contains 174 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 206 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 184 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 760 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 114 members 
Mstep: Class 98 contains 304 members 
Mstep: Class 99 contains 116 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 154 members 
Mstep: Class 103 contains 276 members 
Mstep: Class 104 contains 328 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136535.000000 Penalty: 59602.734375
Iteration 162Q: 107 clusters Score -1.413654e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118966 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 314 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2136 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 233 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 550 members 
Mstep: Class 39 contains 2307 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1174 members 
Mstep: Class 46 contains 934 members 
Mstep: Class 47 contains 101 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 82 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 334 members 
Mstep: Class 60 contains 158 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16462 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 65 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1141 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 425 members 
Mstep: Class 75 contains 249 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 264 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 319 members 
Mstep: Class 85 contains 427 members 
Mstep: Class 86 contains 115 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 207 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 760 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 114 members 
Mstep: Class 98 contains 307 members 
Mstep: Class 99 contains 116 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 157 members 
Mstep: Class 103 contains 300 members 
Mstep: Class 104 contains 328 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136656.000000 Penalty: 59602.734375
Iteration 163Q: 107 clusters Score -1.413666e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118969 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 314 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 591 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2135 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 234 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 562 members 
Mstep: Class 39 contains 2307 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1156 members 
Mstep: Class 46 contains 934 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 81 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 331 members 
Mstep: Class 60 contains 157 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16461 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 63 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 520 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1138 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 437 members 
Mstep: Class 75 contains 244 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 253 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 322 members 
Mstep: Class 85 contains 425 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 205 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 547 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 760 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 114 members 
Mstep: Class 98 contains 311 members 
Mstep: Class 99 contains 116 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 154 members 
Mstep: Class 103 contains 329 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136803.000000 Penalty: 59602.734375
Iteration 164Q: 107 clusters Score -1.41368e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 501 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118970 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 579 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2129 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 572 members 
Mstep: Class 39 contains 2307 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1148 members 
Mstep: Class 46 contains 934 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 81 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 329 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16459 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 62 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 521 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1133 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 439 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 243 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 324 members 
Mstep: Class 85 contains 424 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 202 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 548 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 761 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 311 members 
Mstep: Class 99 contains 116 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 154 members 
Mstep: Class 103 contains 353 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136900.000000 Penalty: 59602.734375
Iteration 165Q: 107 clusters Score -1.41369e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 501 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118971 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2122 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 2307 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1151 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 80 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 328 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16452 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1134 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 441 members 
Mstep: Class 75 contains 238 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 238 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 325 members 
Mstep: Class 85 contains 424 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 762 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 311 members 
Mstep: Class 99 contains 116 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 370 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136924.000000 Penalty: 59602.734375
Iteration 166Q: 107 clusters Score -1.413692e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118968 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 585 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1143 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 327 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16448 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1133 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 233 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 236 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 326 members 
Mstep: Class 85 contains 424 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 762 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 313 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 387 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136945.000000 Penalty: 59602.734375
Iteration 167Q: 107 clusters Score -1.413694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118968 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2117 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 587 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 76 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 326 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16447 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1132 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 232 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 236 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 327 members 
Mstep: Class 85 contains 424 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 762 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 317 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 403 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136944.000000 Penalty: 59602.734375
Iteration 168Q: 107 clusters Score -1.413694e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118966 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 587 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1131 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 324 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16444 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1130 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 238 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 329 members 
Mstep: Class 85 contains 424 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 762 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 321 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 410 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136946.000000 Penalty: 59602.734375
Iteration 169Q: 107 clusters Score -1.413695e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118965 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2108 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 587 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1128 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 319 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16442 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1129 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 229 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 237 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 334 members 
Mstep: Class 85 contains 424 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 323 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 417 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136990.000000 Penalty: 59602.734375
Iteration 170Q: 107 clusters Score -1.413699e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118964 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 314 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16440 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1130 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 236 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 339 members 
Mstep: Class 85 contains 423 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 325 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 421 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137018.000000 Penalty: 59602.734375
Iteration 171Q: 107 clusters Score -1.413702e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118963 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 313 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2096 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1128 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 308 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16440 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1129 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 236 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 345 members 
Mstep: Class 85 contains 423 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 326 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 429 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137037.000000 Penalty: 59602.734375
Iteration 172Q: 107 clusters Score -1.413704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118961 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 569 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2094 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1122 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 305 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16439 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1128 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 236 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 348 members 
Mstep: Class 85 contains 423 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 327 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 438 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137064.000000 Penalty: 59602.734375
Iteration 173Q: 107 clusters Score -1.413706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118961 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2093 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 587 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1121 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 301 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16438 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1123 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 236 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 351 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 330 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 442 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137060.000000 Penalty: 59602.734375
Iteration 174Q: 107 clusters Score -1.413706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 290 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118960 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1119 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 300 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16438 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1124 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 236 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 349 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 332 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 446 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137077.000000 Penalty: 59602.734375
Iteration 175Q: 107 clusters Score -1.413708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 293 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118958 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 589 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1118 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 297 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16436 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1126 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 442 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 237 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 349 members 
Mstep: Class 85 contains 423 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137082.000000 Penalty: 59602.734375
Iteration 176Q: 107 clusters Score -1.413708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 294 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118955 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 312 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 589 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1116 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 293 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16436 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1128 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 443 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 237 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 352 members 
Mstep: Class 85 contains 423 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 334 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 461 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137114.000000 Penalty: 59602.734375
Iteration 177Q: 107 clusters Score -1.413711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 296 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118955 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 590 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1116 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 292 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16437 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1131 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 443 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 237 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 351 members 
Mstep: Class 85 contains 423 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 764 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 332 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 465 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137116.000000 Penalty: 59602.734375
Iteration 178Q: 107 clusters Score -1.413712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118955 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 592 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1115 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 292 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16436 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1134 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 237 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 350 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 764 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 468 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137112.000000 Penalty: 59602.734375
Iteration 179Q: 107 clusters Score -1.413711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118955 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 311 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2060 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 591 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1119 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 292 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16434 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1136 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 238 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 348 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 764 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 152 members 
Mstep: Class 103 contains 470 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137118.000000 Penalty: 59602.734375
Iteration 180F: 107 clusters Score -1.413712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118954 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 592 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1122 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 288 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16432 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1137 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 237 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 350 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 764 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 470 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137125.000000 Penalty: 59602.734375
Iteration 181Q: 107 clusters Score -1.413712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 306 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118953 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 594 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1121 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16430 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1138 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 235 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 346 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 764 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 334 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 472 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137126.000000 Penalty: 59602.734375
Iteration 182Q: 107 clusters Score -1.413713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 310 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118953 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2054 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 596 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1119 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16430 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1139 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 233 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 343 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 764 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 334 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137156.000000 Penalty: 59602.734375
Iteration 183Q: 107 clusters Score -1.413716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118952 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 599 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1121 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16427 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1138 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 231 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 342 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 334 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 477 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137156.000000 Penalty: 59602.734375
Iteration 184Q: 107 clusters Score -1.413716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 313 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118952 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 599 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1120 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16424 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1139 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 229 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 340 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 764 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 480 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137164.000000 Penalty: 59602.734375
Iteration 185Q: 107 clusters Score -1.413716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 314 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 600 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1122 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16420 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1141 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 228 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 339 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 764 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 337 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137178.000000 Penalty: 59602.734375
Iteration 186Q: 107 clusters Score -1.413718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 316 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 604 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1123 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16419 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1141 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 225 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 337 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 337 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137182.000000 Penalty: 59602.734375
Iteration 187Q: 107 clusters Score -1.413718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2053 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1125 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16419 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1141 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 221 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 336 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137190.000000 Penalty: 59602.734375
Iteration 188Q: 107 clusters Score -1.413719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2053 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 613 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16418 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1141 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 217 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137200.000000 Penalty: 59602.734375
Iteration 189Q: 107 clusters Score -1.41372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2051 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 615 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16418 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1143 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 215 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 762 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 336 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137206.000000 Penalty: 59602.734375
Iteration 190Q: 107 clusters Score -1.413721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2048 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 616 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16418 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1146 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 214 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 762 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 336 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137216.000000 Penalty: 59602.734375
Iteration 191Q: 107 clusters Score -1.413722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 618 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 211 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 763 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 336 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137232.000000 Penalty: 59602.734375
Iteration 192Q: 107 clusters Score -1.413723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 618 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 75 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 522 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 207 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 336 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137276.000000 Penalty: 59602.734375
Iteration 193Q: 107 clusters Score -1.413728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 621 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 76 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 204 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 336 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137288.000000 Penalty: 59602.734375
Iteration 194Q: 107 clusters Score -1.413729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 76 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 202 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 336 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137292.000000 Penalty: 59602.734375
Iteration 195Q: 107 clusters Score -1.413729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 77 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 202 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137304.000000 Penalty: 59602.734375
Iteration 196Q: 107 clusters Score -1.41373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 202 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 334 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137302.000000 Penalty: 59602.734375
Iteration 197Q: 107 clusters Score -1.41373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137302.000000 Penalty: 59602.734375
Iteration 198Q: 107 clusters Score -1.41373e+07 nChanged 0
Entering ConstructFrom: 
Score: -14137302.000000 Penalty: 59602.734375
Entering ConstructFrom: 
Trying to split cluster 1 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -32683.804688 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -32683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32168.207031 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -32168.21 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32319.652344 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -32319.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32364.025391 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -32364.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32391.363281 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -32391.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32407.888672 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -32407.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32416.587891 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -32416.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32425.695312 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -32425.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32434.513672 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -32434.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32440.576172 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -32440.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32443.847656 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -32443.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32444.271484 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -32444.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32446.066406 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -32446.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32447.587891 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -32447.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32451.166016 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -32451.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32456.310547 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -32456.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32458.626953 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -32458.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32459.048828 Penalty: 577.133057
	Iteration 16Q: 3 clusters Score -32459.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32459.742188 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -32459.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32459.917969 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -32459.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32459.917969 Penalty: 577.133057
	Iteration 19F: 3 clusters Score -32459.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -27309.089844 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -27309.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26863.138672 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -26863.14 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26969.250000 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -26969.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26993.810547 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -26993.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27014.093750 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -27014.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27022.220703 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -27022.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27030.394531 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -27030.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27034.607422 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -27034.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27037.460938 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -27037.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27038.498047 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -27038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27038.781250 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -27038.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27038.781250 Penalty: 555.536194
	Iteration 10F: 3 clusters Score -27038.78 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: -16149.354492 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -16149.35 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 157 members 
Entering Unmasked Estep 
Score: -15783.979492 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -15783.98 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15900.486328 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -15900.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15942.371094 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -15942.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15974.504883 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -15974.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16018.238281 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -16018.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16041.819336 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -16041.82 nChanged 12
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: -16066.532227 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -16066.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16073.973633 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -16073.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16077.267578 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -16077.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16080.812500 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -16080.81 nChanged 3
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: -16083.858398 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -16083.86 nChanged 3
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: -16085.636719 Penalty: 524.060059
	Iteration 11Q: 3 clusters Score -16085.64 nChanged 1
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: -16086.800781 Penalty: 524.060059
	Iteration 12Q: 3 clusters Score -16086.8 nChanged 0
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: -16086.800781 Penalty: 524.060059
	Iteration 13F: 3 clusters Score -16086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Entering Unmasked Estep 
Score: -2650.839600 Penalty: 185.527954
	Iteration 0F: 2 clusters Score -2650.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2579.828613 Penalty: 371.055908
	Iteration 0F: 3 clusters Score -2579.829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2602.606445 Penalty: 371.055908
	Iteration 1F: 3 clusters Score -2602.606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2613.467285 Penalty: 371.055908
	Iteration 2Q: 3 clusters Score -2613.467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2613.467285 Penalty: 371.055908
	Iteration 3F: 3 clusters Score -2613.467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -34931.003906 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -34931 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 289 members 
Entering Unmasked Estep 
Score: -34427.496094 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -34427.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34597.468750 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -34597.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34641.832031 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -34641.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -34687.964844 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -34687.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -34726.867188 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -34726.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34743.863281 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -34743.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -34755.035156 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -34755.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34764.695312 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -34764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34768.707031 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -34768.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34769.679688 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -34769.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34771.652344 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -34771.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34774.937500 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -34774.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34776.953125 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -34776.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34779.820312 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -34779.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34783.082031 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -34783.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34786.593750 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -34786.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34788.789062 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -34788.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34788.789062 Penalty: 576.166687
	Iteration 17F: 3 clusters Score -34788.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -34500.472656 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -34500.47 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 290 members 
Entering Unmasked Estep 
Score: -33945.792969 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -33945.79 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -34085.265625 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -34085.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34118.445312 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -34118.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34144.984375 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -34144.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34173.074219 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -34173.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34192.398438 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -34192.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34212.542969 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -34212.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34233.667969 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -34233.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34250.320312 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -34250.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34259.613281 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -34259.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34264.812500 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -34264.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34268.175781 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -34268.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34271.992188 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -34271.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34273.246094 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -34273.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34274.957031 Penalty: 579.192322
	Iteration 14Q: 3 clusters Score -34274.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34277.785156 Penalty: 579.192322
	Iteration 15Q: 3 clusters Score -34277.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34278.140625 Penalty: 579.192322
	Iteration 16Q: 3 clusters Score -34278.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34279.695312 Penalty: 579.192322
	Iteration 17Q: 3 clusters Score -34279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34280.324219 Penalty: 579.192322
	Iteration 18Q: 3 clusters Score -34280.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34281.917969 Penalty: 579.192322
	Iteration 19Q: 3 clusters Score -34281.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34282.265625 Penalty: 579.192322
	Iteration 20F: 3 clusters Score -34282.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5040.581543 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5040.582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4861.592773 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4861.593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4922.072266 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4922.072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4936.065918 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -4936.066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4936.416016 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4936.416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4936.416016 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -4936.416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -40602.019531 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -40602.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40087.058594 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -40087.06 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40201.972656 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -40201.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40242.332031 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -40242.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40264.875000 Penalty: 568.571899
	Iteration 3F: 3 clusters Score -40264.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40281.636719 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -40281.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40295.203125 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -40295.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40311.234375 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -40311.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40324.207031 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -40324.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40340.726562 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -40340.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40365.199219 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -40365.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40376.609375 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -40376.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40386.765625 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -40386.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40404.425781 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -40404.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40420.703125 Penalty: 568.571899
	Iteration 13Q: 3 clusters Score -40420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40427.082031 Penalty: 568.571899
	Iteration 14Q: 3 clusters Score -40427.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40428.785156 Penalty: 568.571899
	Iteration 15Q: 3 clusters Score -40428.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40429.359375 Penalty: 568.571899
	Iteration 16Q: 3 clusters Score -40429.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40431.480469 Penalty: 568.571899
	Iteration 17Q: 3 clusters Score -40431.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40433.007812 Penalty: 568.571899
	Iteration 18Q: 3 clusters Score -40433.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40434.152344 Penalty: 568.571899
	Iteration 19Q: 3 clusters Score -40434.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40434.792969 Penalty: 568.571899
	Iteration 20F: 3 clusters Score -40434.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5999.482910 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5999.483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5781.099609 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5781.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5826.122559 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5826.123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5845.671875 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5845.672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5858.238770 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5858.239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5859.677734 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5859.678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5859.677734 Penalty: 440.821045
	Iteration 5F: 3 clusters Score -5859.678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6543.109375 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6543.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6329.416504 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6329.417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6382.177246 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6382.177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6419.149414 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -6419.149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6430.680176 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6430.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6440.653809 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6440.654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6440.653809 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -6440.654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6133.487793 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6133.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5927.583496 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5927.583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5968.232910 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5968.233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5971.855957 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5971.856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5971.855957 Penalty: 429.383392
	Iteration 3F: 3 clusters Score -5971.856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (118951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Entering Unmasked Estep 
Score: -7366240.500000 Penalty: 531.734253
	Iteration 0F: 2 clusters Score -7366240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -7292246.000000 Penalty: 1063.468506
	Iteration 0F: 3 clusters Score -7292246 nChanged 58316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -7329197.500000 Penalty: 1063.468506
	Iteration 1F: 3 clusters Score -7329198 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -7331848.500000 Penalty: 1063.468506
	Iteration 2Q: 3 clusters Score -7331848 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -7335852.500000 Penalty: 1063.468506
	Iteration 3F: 3 clusters Score -7335852 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65249 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -7341542.000000 Penalty: 1063.468506
	Iteration 4F: 3 clusters Score -7341542 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68469 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -7348624.000000 Penalty: 1063.468506
	Iteration 5F: 3 clusters Score -7348624 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -7353953.500000 Penalty: 1063.468506
	Iteration 6F: 3 clusters Score -7353954 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -7356727.500000 Penalty: 1063.468506
	Iteration 7Q: 3 clusters Score -7356728 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -7358375.500000 Penalty: 1063.468506
	Iteration 8Q: 3 clusters Score -7358376 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -7359712.500000 Penalty: 1063.468506
	Iteration 9Q: 3 clusters Score -7359712 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7360785.500000 Penalty: 1063.468506
	Iteration 10Q: 3 clusters Score -7360786 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -7361736.500000 Penalty: 1063.468506
	Iteration 11Q: 3 clusters Score -7361736 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -7362519.500000 Penalty: 1063.468506
	Iteration 12Q: 3 clusters Score -7362520 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -7363097.000000 Penalty: 1063.468506
	Iteration 13Q: 3 clusters Score -7363097 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -7363524.500000 Penalty: 1063.468506
	Iteration 14Q: 3 clusters Score -7363524 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -7363861.000000 Penalty: 1063.468506
	Iteration 15Q: 3 clusters Score -7363861 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88203 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -7364156.500000 Penalty: 1063.468506
	Iteration 16Q: 3 clusters Score -7364156 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7364358.000000 Penalty: 1063.468506
	Iteration 17Q: 3 clusters Score -7364358 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -7364552.500000 Penalty: 1063.468506
	Iteration 18Q: 3 clusters Score -7364552 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -7364727.500000 Penalty: 1063.468506
	Iteration 19Q: 3 clusters Score -7364728 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -7364889.500000 Penalty: 1063.468506
	Iteration 20F: 3 clusters Score -7364890 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -7365043.500000 Penalty: 1063.468506
	Iteration 21Q: 3 clusters Score -7365044 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -7365216.000000 Penalty: 1063.468506
	Iteration 22Q: 3 clusters Score -7365216 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -7365311.500000 Penalty: 1063.468506
	Iteration 23Q: 3 clusters Score -7365312 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -7365420.000000 Penalty: 1063.468506
	Iteration 24Q: 3 clusters Score -7365420 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98088 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -7365554.000000 Penalty: 1063.468506
	Iteration 25Q: 3 clusters Score -7365554 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7365668.000000 Penalty: 1063.468506
	Iteration 26Q: 3 clusters Score -7365668 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -7365732.000000 Penalty: 1063.468506
	Iteration 27Q: 3 clusters Score -7365732 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -7365710.000000 Penalty: 1063.468506
	Iteration 28Q: 3 clusters Score -7365710 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -7365724.500000 Penalty: 1063.468506
	Iteration 29Q: 3 clusters Score -7365724 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -7365788.000000 Penalty: 1063.468506
	Iteration 30Q: 3 clusters Score -7365788 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -7365802.000000 Penalty: 1063.468506
	Iteration 31Q: 3 clusters Score -7365802 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104261 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -7365880.000000 Penalty: 1063.468506
	Iteration 32Q: 3 clusters Score -7365880 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -7365863.500000 Penalty: 1063.468506
	Iteration 33Q: 3 clusters Score -7365864 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -7365905.500000 Penalty: 1063.468506
	Iteration 34Q: 3 clusters Score -7365906 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -7365929.500000 Penalty: 1063.468506
	Iteration 35Q: 3 clusters Score -7365930 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106921 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -7365954.000000 Penalty: 1063.468506
	Iteration 36Q: 3 clusters Score -7365954 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107535 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -7365996.500000 Penalty: 1063.468506
	Iteration 37Q: 3 clusters Score -7365996 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -7366022.000000 Penalty: 1063.468506
	Iteration 38Q: 3 clusters Score -7366022 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108695 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -7366024.000000 Penalty: 1063.468506
	Iteration 39Q: 3 clusters Score -7366024 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -7366043.000000 Penalty: 1063.468506
	Iteration 40F: 3 clusters Score -7366043 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109770 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -7366143.000000 Penalty: 1063.468506
	Iteration 41Q: 3 clusters Score -7366143 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -7366151.000000 Penalty: 1063.468506
	Iteration 42Q: 3 clusters Score -7366151 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110780 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -7366168.000000 Penalty: 1063.468506
	Iteration 43Q: 3 clusters Score -7366168 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111259 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -7366237.500000 Penalty: 1063.468506
	Iteration 44Q: 3 clusters Score -7366238 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111734 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -7366231.000000 Penalty: 1063.468506
	Iteration 45Q: 3 clusters Score -7366231 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -7366188.500000 Penalty: 1063.468506
	Iteration 46Q: 3 clusters Score -7366188 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112579 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -7366141.500000 Penalty: 1063.468506
	Iteration 47Q: 3 clusters Score -7366142 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -7366121.000000 Penalty: 1063.468506
	Iteration 48Q: 3 clusters Score -7366121 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -7366117.000000 Penalty: 1063.468506
	Iteration 49Q: 3 clusters Score -7366117 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -7366170.500000 Penalty: 1063.468506
	Iteration 50Q: 3 clusters Score -7366170 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -7366197.500000 Penalty: 1063.468506
	Iteration 51Q: 3 clusters Score -7366198 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -7366207.000000 Penalty: 1063.468506
	Iteration 52Q: 3 clusters Score -7366207 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114376 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7366227.000000 Penalty: 1063.468506
	Iteration 53Q: 3 clusters Score -7366227 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7366251.500000 Penalty: 1063.468506
	Iteration 54Q: 3 clusters Score -7366252 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -7366224.500000 Penalty: 1063.468506
	Iteration 55Q: 3 clusters Score -7366224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114981 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -7366241.000000 Penalty: 1063.468506
	Iteration 56Q: 3 clusters Score -7366241 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7366264.000000 Penalty: 1063.468506
	Iteration 57Q: 3 clusters Score -7366264 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -7366278.000000 Penalty: 1063.468506
	Iteration 58Q: 3 clusters Score -7366278 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7366249.000000 Penalty: 1063.468506
	Iteration 59Q: 3 clusters Score -7366249 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115508 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7366253.000000 Penalty: 1063.468506
	Iteration 60F: 3 clusters Score -7366253 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115611 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -7366271.000000 Penalty: 1063.468506
	Iteration 61Q: 3 clusters Score -7366271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115700 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7366277.000000 Penalty: 1063.468506
	Iteration 62Q: 3 clusters Score -7366277 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115789 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7366276.000000 Penalty: 1063.468506
	Iteration 63Q: 3 clusters Score -7366276 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115888 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7366277.500000 Penalty: 1063.468506
	Iteration 64Q: 3 clusters Score -7366278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115990 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7366277.500000 Penalty: 1063.468506
	Iteration 65Q: 3 clusters Score -7366278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7366275.000000 Penalty: 1063.468506
	Iteration 66Q: 3 clusters Score -7366275 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7366261.500000 Penalty: 1063.468506
	Iteration 67Q: 3 clusters Score -7366262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7366253.500000 Penalty: 1063.468506
	Iteration 68Q: 3 clusters Score -7366254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7366258.500000 Penalty: 1063.468506
	Iteration 69Q: 3 clusters Score -7366258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116354 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7366269.500000 Penalty: 1063.468506
	Iteration 70Q: 3 clusters Score -7366270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7366259.500000 Penalty: 1063.468506
	Iteration 71Q: 3 clusters Score -7366260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7366273.500000 Penalty: 1063.468506
	Iteration 72Q: 3 clusters Score -7366274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116512 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7366255.000000 Penalty: 1063.468506
	Iteration 73Q: 3 clusters Score -7366255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116552 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7366276.000000 Penalty: 1063.468506
	Iteration 74Q: 3 clusters Score -7366276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116590 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7366268.000000 Penalty: 1063.468506
	Iteration 75Q: 3 clusters Score -7366268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7366280.500000 Penalty: 1063.468506
	Iteration 76Q: 3 clusters Score -7366280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7366256.500000 Penalty: 1063.468506
	Iteration 77Q: 3 clusters Score -7366256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116747 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7366253.000000 Penalty: 1063.468506
	Iteration 78Q: 3 clusters Score -7366253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116791 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7366248.000000 Penalty: 1063.468506
	Iteration 79Q: 3 clusters Score -7366248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116839 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7366241.000000 Penalty: 1063.468506
	Iteration 80F: 3 clusters Score -7366241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7366225.500000 Penalty: 1063.468506
	Iteration 81Q: 3 clusters Score -7366226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116909 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7366233.000000 Penalty: 1063.468506
	Iteration 82Q: 3 clusters Score -7366233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116943 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7366245.500000 Penalty: 1063.468506
	Iteration 83Q: 3 clusters Score -7366246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7366214.000000 Penalty: 1063.468506
	Iteration 84Q: 3 clusters Score -7366214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7366199.500000 Penalty: 1063.468506
	Iteration 85Q: 3 clusters Score -7366200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117031 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7366197.500000 Penalty: 1063.468506
	Iteration 86Q: 3 clusters Score -7366198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117042 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7366192.500000 Penalty: 1063.468506
	Iteration 87Q: 3 clusters Score -7366192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117051 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7366188.500000 Penalty: 1063.468506
	Iteration 88Q: 3 clusters Score -7366188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117057 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7366195.000000 Penalty: 1063.468506
	Iteration 89Q: 3 clusters Score -7366195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117069 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7366194.500000 Penalty: 1063.468506
	Iteration 90Q: 3 clusters Score -7366194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7366201.000000 Penalty: 1063.468506
	Iteration 91Q: 3 clusters Score -7366201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7366197.500000 Penalty: 1063.468506
	Iteration 92Q: 3 clusters Score -7366198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7366203.000000 Penalty: 1063.468506
	Iteration 93Q: 3 clusters Score -7366203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117111 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7366203.500000 Penalty: 1063.468506
	Iteration 94Q: 3 clusters Score -7366204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7366200.000000 Penalty: 1063.468506
	Iteration 95Q: 3 clusters Score -7366200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117127 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7366202.500000 Penalty: 1063.468506
	Iteration 96Q: 3 clusters Score -7366202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117134 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7366207.000000 Penalty: 1063.468506
	Iteration 97Q: 3 clusters Score -7366207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117140 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7366208.500000 Penalty: 1063.468506
	Iteration 98Q: 3 clusters Score -7366208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117145 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7366213.500000 Penalty: 1063.468506
	Iteration 99Q: 3 clusters Score -7366214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117147 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7366217.500000 Penalty: 1063.468506
	Iteration 100F: 3 clusters Score -7366218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117149 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7366218.500000 Penalty: 1063.468506
	Iteration 101Q: 3 clusters Score -7366218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117152 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7366221.000000 Penalty: 1063.468506
	Iteration 102Q: 3 clusters Score -7366221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7366212.000000 Penalty: 1063.468506
	Iteration 103Q: 3 clusters Score -7366212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117168 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7366218.000000 Penalty: 1063.468506
	Iteration 104Q: 3 clusters Score -7366218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117179 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7366229.500000 Penalty: 1063.468506
	Iteration 105Q: 3 clusters Score -7366230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7366223.000000 Penalty: 1063.468506
	Iteration 106Q: 3 clusters Score -7366223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117195 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7366222.000000 Penalty: 1063.468506
	Iteration 107Q: 3 clusters Score -7366222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117201 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7366211.500000 Penalty: 1063.468506
	Iteration 108Q: 3 clusters Score -7366212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117207 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7366209.500000 Penalty: 1063.468506
	Iteration 109Q: 3 clusters Score -7366210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117210 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7366201.500000 Penalty: 1063.468506
	Iteration 110Q: 3 clusters Score -7366202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117214 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7366203.500000 Penalty: 1063.468506
	Iteration 111Q: 3 clusters Score -7366204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117215 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7366199.500000 Penalty: 1063.468506
	Iteration 112Q: 3 clusters Score -7366200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7366203.000000 Penalty: 1063.468506
	Iteration 113Q: 3 clusters Score -7366203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117217 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7366211.000000 Penalty: 1063.468506
	Iteration 114Q: 3 clusters Score -7366211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117218 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7366208.000000 Penalty: 1063.468506
	Iteration 115Q: 3 clusters Score -7366208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117218 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7366208.000000 Penalty: 1063.468506
	Iteration 116F: 3 clusters Score -7366208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12414.582031 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12414.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12104.801758 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12104.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12182.004883 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12201.556641 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12201.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12214.936523 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -12214.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12228.721680 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12228.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12256.377930 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12256.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12295.255859 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -12295.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12310.311523 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -12310.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12319.979492 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -12319.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12321.691406 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -12321.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12321.691406 Penalty: 497.976624
	Iteration 10F: 3 clusters Score -12321.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -17734.982422 Penalty: 260.571564
	Iteration 0F: 2 clusters Score -17734.98 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 154 members 
Entering Unmasked Estep 
Score: -17426.773438 Penalty: 521.143127
	Iteration 0F: 3 clusters Score -17426.77 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17596.828125 Penalty: 521.143127
	Iteration 1F: 3 clusters Score -17596.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17653.724609 Penalty: 521.143127
	Iteration 2F: 3 clusters Score -17653.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17687.658203 Penalty: 521.143127
	Iteration 3Q: 3 clusters Score -17687.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17711.226562 Penalty: 521.143127
	Iteration 4Q: 3 clusters Score -17711.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17724.976562 Penalty: 521.143127
	Iteration 5Q: 3 clusters Score -17724.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17737.558594 Penalty: 521.143127
	Iteration 6Q: 3 clusters Score -17737.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -17743.984375 Penalty: 521.143127
	Iteration 7Q: 3 clusters Score -17743.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -17755.867188 Penalty: 521.143127
	Iteration 8Q: 3 clusters Score -17755.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17771.207031 Penalty: 521.143127
	Iteration 9Q: 3 clusters Score -17771.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17783.205078 Penalty: 521.143127
	Iteration 10Q: 3 clusters Score -17783.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17785.759766 Penalty: 521.143127
	Iteration 11Q: 3 clusters Score -17785.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17786.837891 Penalty: 521.143127
	Iteration 12Q: 3 clusters Score -17786.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17786.837891 Penalty: 521.143127
	Iteration 13F: 3 clusters Score -17786.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 116 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 191 members 
Entering Unmasked Estep 
Score: -14137054.000000 Penalty: 60165.023438
Splitting cluster 14 changes total score from -14137302.000000 to -14137054.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Entering Unmasked Estep 
Score: -1239664.000000 Penalty: 452.237640
	Iteration 0F: 2 clusters Score -1239664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1225843.500000 Penalty: 904.475281
	Iteration 0F: 3 clusters Score -1225844 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1231588.125000 Penalty: 904.475281
	Iteration 1F: 3 clusters Score -1231588 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1232117.375000 Penalty: 904.475281
	Iteration 2F: 3 clusters Score -1232117 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1232945.250000 Penalty: 904.475281
	Iteration 3F: 3 clusters Score -1232945 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1234101.125000 Penalty: 904.475281
	Iteration 4F: 3 clusters Score -1234101 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1235436.125000 Penalty: 904.475281
	Iteration 5F: 3 clusters Score -1235436 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1236645.250000 Penalty: 904.475281
	Iteration 6F: 3 clusters Score -1236645 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1237636.750000 Penalty: 904.475281
	Iteration 7F: 3 clusters Score -1237637 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1238458.500000 Penalty: 904.475281
	Iteration 8Q: 3 clusters Score -1238458 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1238951.625000 Penalty: 904.475281
	Iteration 9Q: 3 clusters Score -1238952 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1239147.250000 Penalty: 904.475281
	Iteration 10Q: 3 clusters Score -1239147 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1239228.125000 Penalty: 904.475281
	Iteration 11Q: 3 clusters Score -1239228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1239276.750000 Penalty: 904.475281
	Iteration 12Q: 3 clusters Score -1239277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1239301.000000 Penalty: 904.475281
	Iteration 13Q: 3 clusters Score -1239301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1239318.250000 Penalty: 904.475281
	Iteration 14Q: 3 clusters Score -1239318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1239330.875000 Penalty: 904.475281
	Iteration 15Q: 3 clusters Score -1239331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1239339.500000 Penalty: 904.475281
	Iteration 16Q: 3 clusters Score -1239340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1239341.500000 Penalty: 904.475281
	Iteration 17Q: 3 clusters Score -1239342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1239344.875000 Penalty: 904.475281
	Iteration 18Q: 3 clusters Score -1239345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1239347.125000 Penalty: 904.475281
	Iteration 19Q: 3 clusters Score -1239347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1239349.000000 Penalty: 904.475281
	Iteration 20F: 3 clusters Score -1239349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1239350.625000 Penalty: 904.475281
	Iteration 21Q: 3 clusters Score -1239351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1239350.625000 Penalty: 904.475281
	Iteration 22Q: 3 clusters Score -1239351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1239350.625000 Penalty: 904.475281
	Iteration 23F: 3 clusters Score -1239351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6570.167969 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6570.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6346.741211 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6346.741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6392.419434 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6392.419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6404.564453 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -6404.564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6406.307617 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6406.308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6406.980469 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6406.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6409.604004 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6409.604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6409.604004 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -6409.604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -20502.689453 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -20502.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20052.962891 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -20052.96 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20169.230469 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -20169.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20207.750000 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -20207.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -20227.818359 Penalty: 557.146851
	Iteration 3Q: 3 clusters Score -20227.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20252.259766 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -20252.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20265.158203 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -20265.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20286.873047 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -20286.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -20296.431641 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -20296.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20298.863281 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -20298.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20300.025391 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -20300.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -20300.025391 Penalty: 557.146851
	Iteration 10F: 3 clusters Score -20300.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -19606.146484 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -19606.15 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 147 members 
Entering Unmasked Estep 
Score: -19236.421875 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -19236.42 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19339.427734 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -19339.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19386.677734 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -19386.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19399.001953 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -19399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19402.974609 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -19402.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19408.263672 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -19408.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19409.611328 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -19409.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19410.742188 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -19410.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19412.212891 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -19412.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19414.916016 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -19414.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19416.779297 Penalty: 516.272400
	Iteration 10Q: 3 clusters Score -19416.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19416.779297 Penalty: 516.272400
	Iteration 11F: 3 clusters Score -19416.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -38211.378906 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -38211.38 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 317 members 
Entering Unmasked Estep 
Score: -37646.972656 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -37646.97 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37822.148438 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -37822.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37873.125000 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -37873.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37904.078125 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -37904.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37945.464844 Penalty: 586.126160
	Iteration 4Q: 3 clusters Score -37945.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37977.941406 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -37977.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37996.835938 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -37996.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38003.218750 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -38003.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38009.105469 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -38009.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38013.417969 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -38013.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38017.136719 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -38017.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -38018.671875 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -38018.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38021.640625 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -38021.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -38030.828125 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -38030.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -38043.011719 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -38043.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38066.253906 Penalty: 586.126160
	Iteration 15Q: 3 clusters Score -38066.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38080.992188 Penalty: 586.126160
	Iteration 16Q: 3 clusters Score -38080.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -38114.066406 Penalty: 586.126160
	Iteration 17Q: 3 clusters Score -38114.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38162.839844 Penalty: 586.126160
	Iteration 18Q: 3 clusters Score -38162.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -38183.597656 Penalty: 586.126160
	Iteration 19Q: 3 clusters Score -38183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38193.132812 Penalty: 586.126160
	Iteration 20F: 3 clusters Score -38193.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38198.957031 Penalty: 586.126160
	Iteration 21Q: 3 clusters Score -38198.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38203.781250 Penalty: 586.126160
	Iteration 22Q: 3 clusters Score -38203.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38207.167969 Penalty: 586.126160
	Iteration 23Q: 3 clusters Score -38207.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38208.207031 Penalty: 586.126160
	Iteration 24Q: 3 clusters Score -38208.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38208.628906 Penalty: 586.126160
	Iteration 25Q: 3 clusters Score -38208.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38209.214844 Penalty: 586.126160
	Iteration 26Q: 3 clusters Score -38209.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38210.175781 Penalty: 586.126160
	Iteration 27Q: 3 clusters Score -38210.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38211.343750 Penalty: 586.126160
	Iteration 28Q: 3 clusters Score -38211.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38212.039062 Penalty: 586.126160
	Iteration 29Q: 3 clusters Score -38212.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38212.039062 Penalty: 586.126160
	Iteration 30F: 3 clusters Score -38212.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 338 members 
Entering Unmasked Estep 
Score: -14137034.000000 Penalty: 60165.023438
Splitting cluster 19 changes total score from -14137302.000000 to -14137034.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -39588.800781 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -39588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39062.953125 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -39062.95 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -39224.429688 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -39224.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39282.632812 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -39282.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39348.210938 Penalty: 576.328430
	Iteration 3F: 3 clusters Score -39348.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39396.597656 Penalty: 576.328430
	Iteration 4F: 3 clusters Score -39396.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39443.121094 Penalty: 576.328430
	Iteration 5F: 3 clusters Score -39443.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39486.007812 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -39486.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39499.816406 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -39499.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39509.378906 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -39509.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39518.113281 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -39518.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39521.421875 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -39521.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39522.250000 Penalty: 576.328430
	Iteration 11Q: 3 clusters Score -39522.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39522.453125 Penalty: 576.328430
	Iteration 12Q: 3 clusters Score -39522.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -39522.453125 Penalty: 576.328430
	Iteration 13F: 3 clusters Score -39522.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -484575.281250 Penalty: 412.807220
	Iteration 0F: 2 clusters Score -484575.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -478803.000000 Penalty: 825.614441
	Iteration 0F: 3 clusters Score -478803 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -481453.250000 Penalty: 825.614441
	Iteration 1F: 3 clusters Score -481453.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -481872.375000 Penalty: 825.614441
	Iteration 2F: 3 clusters Score -481872.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -482263.656250 Penalty: 825.614441
	Iteration 3F: 3 clusters Score -482263.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -482583.562500 Penalty: 825.614441
	Iteration 4F: 3 clusters Score -482583.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -482815.312500 Penalty: 825.614441
	Iteration 5F: 3 clusters Score -482815.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -482980.750000 Penalty: 825.614441
	Iteration 6Q: 3 clusters Score -482980.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -483105.906250 Penalty: 825.614441
	Iteration 7Q: 3 clusters Score -483105.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -483211.000000 Penalty: 825.614441
	Iteration 8Q: 3 clusters Score -483211 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -483308.687500 Penalty: 825.614441
	Iteration 9Q: 3 clusters Score -483308.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -483407.125000 Penalty: 825.614441
	Iteration 10Q: 3 clusters Score -483407.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -483502.625000 Penalty: 825.614441
	Iteration 11Q: 3 clusters Score -483502.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -483611.593750 Penalty: 825.614441
	Iteration 12Q: 3 clusters Score -483611.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -483745.406250 Penalty: 825.614441
	Iteration 13Q: 3 clusters Score -483745.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -483862.875000 Penalty: 825.614441
	Iteration 14Q: 3 clusters Score -483862.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -483965.437500 Penalty: 825.614441
	Iteration 15Q: 3 clusters Score -483965.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -484055.468750 Penalty: 825.614441
	Iteration 16Q: 3 clusters Score -484055.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -484113.625000 Penalty: 825.614441
	Iteration 17Q: 3 clusters Score -484113.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -484150.625000 Penalty: 825.614441
	Iteration 18Q: 3 clusters Score -484150.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -484172.843750 Penalty: 825.614441
	Iteration 19Q: 3 clusters Score -484172.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -484196.312500 Penalty: 825.614441
	Iteration 20F: 3 clusters Score -484196.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -484211.593750 Penalty: 825.614441
	Iteration 21Q: 3 clusters Score -484211.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -484223.187500 Penalty: 825.614441
	Iteration 22Q: 3 clusters Score -484223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -484226.500000 Penalty: 825.614441
	Iteration 23Q: 3 clusters Score -484226.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -484229.343750 Penalty: 825.614441
	Iteration 24Q: 3 clusters Score -484229.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -484233.843750 Penalty: 825.614441
	Iteration 25Q: 3 clusters Score -484233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -484237.312500 Penalty: 825.614441
	Iteration 26Q: 3 clusters Score -484237.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -484239.406250 Penalty: 825.614441
	Iteration 27Q: 3 clusters Score -484239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -484243.562500 Penalty: 825.614441
	Iteration 28Q: 3 clusters Score -484243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -484244.687500 Penalty: 825.614441
	Iteration 29Q: 3 clusters Score -484244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -484245.187500 Penalty: 825.614441
	Iteration 30Q: 3 clusters Score -484245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -484245.187500 Penalty: 825.614441
	Iteration 31F: 3 clusters Score -484245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -64852.269531 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -64852.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63984.445312 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -63984.45 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64248.148438 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -64248.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64298.628906 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -64298.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64333.480469 Penalty: 636.364380
	Iteration 3Q: 3 clusters Score -64333.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64370.546875 Penalty: 636.364380
	Iteration 4Q: 3 clusters Score -64370.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64401.886719 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -64401.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64421.449219 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -64421.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64442.820312 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -64442.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64456.285156 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -64456.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64470.460938 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -64470.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64486.570312 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -64486.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64502.750000 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -64502.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64515.875000 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -64515.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -64527.433594 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -64527.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -64536.613281 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -64536.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -64548.117188 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -64548.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -64555.480469 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -64555.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64561.105469 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -64561.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -64562.316406 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -64562.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -64562.316406 Penalty: 636.364380
	Iteration 19F: 3 clusters Score -64562.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Entering Unmasked Estep 
Score: -1593.421021 Penalty: 170.063965
	Iteration 0F: 2 clusters Score -1593.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1469.212891 Penalty: 340.127930
	Iteration 0F: 3 clusters Score -1469.213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1488.907837 Penalty: 340.127930
	Iteration 1Q: 3 clusters Score -1488.908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1488.907837 Penalty: 340.127930
	Iteration 2F: 3 clusters Score -1488.908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5572.036621 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5572.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5401.497559 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5401.498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5485.724609 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5485.725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5516.563965 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5516.564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5522.942871 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5522.943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5522.942871 Penalty: 427.743713
	Iteration 4F: 3 clusters Score -5522.943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35731.320312 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35731.32 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 285 members 
Entering Unmasked Estep 
Score: -35208.757812 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -35208.76 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35353.164062 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -35353.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35377.011719 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35377.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35401.363281 Penalty: 578.878540
	Iteration 3Q: 3 clusters Score -35401.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35412.757812 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -35412.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35417.468750 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35417.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35425.710938 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35425.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35452.953125 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35452.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35474.519531 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35474.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35496.027344 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35496.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35518.648438 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -35518.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35546.343750 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -35546.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35556.179688 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -35556.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35562.992188 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -35562.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35567.628906 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -35567.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -35573.167969 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -35573.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35585.609375 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -35585.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35595.621094 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -35595.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35606.945312 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -35606.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35626.167969 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -35626.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35639.417969 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -35639.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35649.980469 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -35649.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35661.562500 Penalty: 578.878540
	Iteration 22Q: 3 clusters Score -35661.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35673.925781 Penalty: 578.878540
	Iteration 23Q: 3 clusters Score -35673.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35677.457031 Penalty: 578.878540
	Iteration 24Q: 3 clusters Score -35677.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35679.507812 Penalty: 578.878540
	Iteration 25Q: 3 clusters Score -35679.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35680.882812 Penalty: 578.878540
	Iteration 26Q: 3 clusters Score -35680.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35682.238281 Penalty: 578.878540
	Iteration 27Q: 3 clusters Score -35682.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35687.695312 Penalty: 578.878540
	Iteration 28Q: 3 clusters Score -35687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35688.484375 Penalty: 578.878540
	Iteration 29Q: 3 clusters Score -35688.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35689.035156 Penalty: 578.878540
	Iteration 30Q: 3 clusters Score -35689.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35689.035156 Penalty: 578.878540
	Iteration 31F: 3 clusters Score -35689.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -26731.390625 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -26731.39 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 251 members 
Entering Unmasked Estep 
Score: -26229.849609 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -26229.85 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26418.363281 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -26418.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26484.128906 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -26484.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26505.472656 Penalty: 567.687561
	Iteration 3Q: 3 clusters Score -26505.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26526.380859 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -26526.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26555.191406 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -26555.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26600.910156 Penalty: 567.687561
	Iteration 6F: 3 clusters Score -26600.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26638.449219 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -26638.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26649.082031 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -26649.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26654.404297 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -26654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26659.871094 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -26659.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26667.369141 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -26667.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26678.539062 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -26678.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26696.943359 Penalty: 567.687561
	Iteration 13Q: 3 clusters Score -26696.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26710.173828 Penalty: 567.687561
	Iteration 14Q: 3 clusters Score -26710.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26723.193359 Penalty: 567.687561
	Iteration 15Q: 3 clusters Score -26723.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26734.535156 Penalty: 567.687561
	Iteration 16Q: 3 clusters Score -26734.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26761.808594 Penalty: 567.687561
	Iteration 17Q: 3 clusters Score -26761.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26779.751953 Penalty: 567.687561
	Iteration 18Q: 3 clusters Score -26779.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26801.400391 Penalty: 567.687561
	Iteration 19Q: 3 clusters Score -26801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26822.673828 Penalty: 567.687561
	Iteration 20F: 3 clusters Score -26822.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26831.455078 Penalty: 567.687561
	Iteration 21Q: 3 clusters Score -26831.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26840.388672 Penalty: 567.687561
	Iteration 22Q: 3 clusters Score -26840.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26862.880859 Penalty: 567.687561
	Iteration 23Q: 3 clusters Score -26862.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26888.810547 Penalty: 567.687561
	Iteration 24Q: 3 clusters Score -26888.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26898.501953 Penalty: 567.687561
	Iteration 25Q: 3 clusters Score -26898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26899.101562 Penalty: 567.687561
	Iteration 26Q: 3 clusters Score -26899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26899.101562 Penalty: 567.687561
	Iteration 27F: 3 clusters Score -26899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 274 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 238 members 
Entering Unmasked Estep 
Score: -14137190.000000 Penalty: 60165.023438
Splitting cluster 26 changes total score from -14137302.000000 to -14137190.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -169241.109375 Penalty: 346.897949
	Iteration 0F: 2 clusters Score -169241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -167761.968750 Penalty: 693.795898
	Iteration 0F: 3 clusters Score -167762 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -168280.062500 Penalty: 693.795898
	Iteration 1F: 3 clusters Score -168280.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -168350.515625 Penalty: 693.795898
	Iteration 2F: 3 clusters Score -168350.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -168397.500000 Penalty: 693.795898
	Iteration 3Q: 3 clusters Score -168397.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -168430.484375 Penalty: 693.795898
	Iteration 4Q: 3 clusters Score -168430.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -168452.546875 Penalty: 693.795898
	Iteration 5Q: 3 clusters Score -168452.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168465.453125 Penalty: 693.795898
	Iteration 6Q: 3 clusters Score -168465.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -168481.875000 Penalty: 693.795898
	Iteration 7Q: 3 clusters Score -168481.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -168503.578125 Penalty: 693.795898
	Iteration 8Q: 3 clusters Score -168503.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -168519.453125 Penalty: 693.795898
	Iteration 9Q: 3 clusters Score -168519.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -168532.156250 Penalty: 693.795898
	Iteration 10Q: 3 clusters Score -168532.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -168550.781250 Penalty: 693.795898
	Iteration 11Q: 3 clusters Score -168550.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -168580.718750 Penalty: 693.795898
	Iteration 12Q: 3 clusters Score -168580.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -168595.109375 Penalty: 693.795898
	Iteration 13Q: 3 clusters Score -168595.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168600.468750 Penalty: 693.795898
	Iteration 14Q: 3 clusters Score -168600.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -168604.234375 Penalty: 693.795898
	Iteration 15Q: 3 clusters Score -168604.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -168609.281250 Penalty: 693.795898
	Iteration 16Q: 3 clusters Score -168609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -168618.109375 Penalty: 693.795898
	Iteration 17Q: 3 clusters Score -168618.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -168627.109375 Penalty: 693.795898
	Iteration 18Q: 3 clusters Score -168627.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -168632.750000 Penalty: 693.795898
	Iteration 19Q: 3 clusters Score -168632.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -168636.812500 Penalty: 693.795898
	Iteration 20F: 3 clusters Score -168636.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168643.078125 Penalty: 693.795898
	Iteration 21Q: 3 clusters Score -168643.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -168652.093750 Penalty: 693.795898
	Iteration 22Q: 3 clusters Score -168652.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -168662.750000 Penalty: 693.795898
	Iteration 23Q: 3 clusters Score -168662.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -168673.562500 Penalty: 693.795898
	Iteration 24Q: 3 clusters Score -168673.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -168683.140625 Penalty: 693.795898
	Iteration 25Q: 3 clusters Score -168683.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -168688.812500 Penalty: 693.795898
	Iteration 26Q: 3 clusters Score -168688.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -168692.703125 Penalty: 693.795898
	Iteration 27Q: 3 clusters Score -168692.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -168697.125000 Penalty: 693.795898
	Iteration 28Q: 3 clusters Score -168697.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -168703.421875 Penalty: 693.795898
	Iteration 29Q: 3 clusters Score -168703.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -168708.500000 Penalty: 693.795898
	Iteration 30Q: 3 clusters Score -168708.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -168711.437500 Penalty: 693.795898
	Iteration 31Q: 3 clusters Score -168711.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -168714.500000 Penalty: 693.795898
	Iteration 32Q: 3 clusters Score -168714.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -168717.359375 Penalty: 693.795898
	Iteration 33Q: 3 clusters Score -168717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -168721.093750 Penalty: 693.795898
	Iteration 34Q: 3 clusters Score -168721.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -168726.890625 Penalty: 693.795898
	Iteration 35Q: 3 clusters Score -168726.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -168738.609375 Penalty: 693.795898
	Iteration 36Q: 3 clusters Score -168738.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -168747.625000 Penalty: 693.795898
	Iteration 37Q: 3 clusters Score -168747.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -168755.500000 Penalty: 693.795898
	Iteration 38Q: 3 clusters Score -168755.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -168763.406250 Penalty: 693.795898
	Iteration 39Q: 3 clusters Score -168763.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -168773.687500 Penalty: 693.795898
	Iteration 40F: 3 clusters Score -168773.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -168784.859375 Penalty: 693.795898
	Iteration 41Q: 3 clusters Score -168784.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -168799.265625 Penalty: 693.795898
	Iteration 42Q: 3 clusters Score -168799.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -168818.375000 Penalty: 693.795898
	Iteration 43Q: 3 clusters Score -168818.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -168843.406250 Penalty: 693.795898
	Iteration 44Q: 3 clusters Score -168843.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -168857.890625 Penalty: 693.795898
	Iteration 45Q: 3 clusters Score -168857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -168866.078125 Penalty: 693.795898
	Iteration 46Q: 3 clusters Score -168866.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -168874.687500 Penalty: 693.795898
	Iteration 47Q: 3 clusters Score -168874.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -168882.015625 Penalty: 693.795898
	Iteration 48Q: 3 clusters Score -168882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -168895.625000 Penalty: 693.795898
	Iteration 49Q: 3 clusters Score -168895.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -168906.187500 Penalty: 693.795898
	Iteration 50Q: 3 clusters Score -168906.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -168917.093750 Penalty: 693.795898
	Iteration 51Q: 3 clusters Score -168917.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -168922.781250 Penalty: 693.795898
	Iteration 52Q: 3 clusters Score -168922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -168930.375000 Penalty: 693.795898
	Iteration 53Q: 3 clusters Score -168930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -168942.625000 Penalty: 693.795898
	Iteration 54Q: 3 clusters Score -168942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -168950.484375 Penalty: 693.795898
	Iteration 55Q: 3 clusters Score -168950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -168954.984375 Penalty: 693.795898
	Iteration 56Q: 3 clusters Score -168955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -168961.453125 Penalty: 693.795898
	Iteration 57Q: 3 clusters Score -168961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -168968.296875 Penalty: 693.795898
	Iteration 58Q: 3 clusters Score -168968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -168971.156250 Penalty: 693.795898
	Iteration 59Q: 3 clusters Score -168971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -168975.625000 Penalty: 693.795898
	Iteration 60F: 3 clusters Score -168975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -168981.796875 Penalty: 693.795898
	Iteration 61Q: 3 clusters Score -168981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -168984.609375 Penalty: 693.795898
	Iteration 62Q: 3 clusters Score -168984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -168986.125000 Penalty: 693.795898
	Iteration 63Q: 3 clusters Score -168986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -168986.937500 Penalty: 693.795898
	Iteration 64Q: 3 clusters Score -168986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -168988.843750 Penalty: 693.795898
	Iteration 65Q: 3 clusters Score -168988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -168989.390625 Penalty: 693.795898
	Iteration 66Q: 3 clusters Score -168989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -168989.390625 Penalty: 693.795898
	Iteration 67F: 3 clusters Score -168989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -102756.734375 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -102756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -101515.812500 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -101515.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -101924.390625 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -101924.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -101983.148438 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -101983.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -102025.351562 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -102025.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -102065.375000 Penalty: 676.086365
	Iteration 4Q: 3 clusters Score -102065.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -102112.281250 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -102112.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -102153.062500 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -102153.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -102183.320312 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -102183.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -102215.671875 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -102215.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -102258.234375 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -102258.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -102293.234375 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -102293.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -102336.468750 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -102336.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -102360.406250 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -102360.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -102393.937500 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -102393.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -102419.023438 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -102419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -102436.328125 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -102436.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -102443.585938 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -102443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -102448.015625 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -102448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -102449.390625 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -102449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -102449.867188 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -102449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -102451.273438 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -102451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -39925.503906 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -39925.5 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 340 members 
Entering Unmasked Estep 
Score: -39292.460938 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -39292.46 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39535.218750 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -39535.22 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39617.218750 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -39617.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39660.351562 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -39660.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39694.109375 Penalty: 598.585388
	Iteration 4F: 3 clusters Score -39694.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39725.828125 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -39725.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39758.519531 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -39758.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -39782.300781 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -39782.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -39807.464844 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -39807.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -39817.847656 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -39817.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -39822.679688 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -39822.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -39823.609375 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -39823.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -39824.371094 Penalty: 598.585388
	Iteration 12Q: 3 clusters Score -39824.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -39824.371094 Penalty: 598.585388
	Iteration 13F: 3 clusters Score -39824.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7314.608398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -7314.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7104.407715 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -7104.408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7145.524902 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -7145.525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7169.081543 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -7169.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7172.869141 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -7172.869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7174.988281 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -7174.988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7174.988281 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -7174.988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Entering Unmasked Estep 
Score: -1355193.250000 Penalty: 452.923859
	Iteration 0F: 2 clusters Score -1355193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1341085.000000 Penalty: 905.847717
	Iteration 0F: 3 clusters Score -1341085 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1347449.750000 Penalty: 905.847717
	Iteration 1F: 3 clusters Score -1347450 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1348032.125000 Penalty: 905.847717
	Iteration 2F: 3 clusters Score -1348032 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1348637.125000 Penalty: 905.847717
	Iteration 3F: 3 clusters Score -1348637 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1349347.375000 Penalty: 905.847717
	Iteration 4F: 3 clusters Score -1349347 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1350232.125000 Penalty: 905.847717
	Iteration 5F: 3 clusters Score -1350232 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1351119.625000 Penalty: 905.847717
	Iteration 6F: 3 clusters Score -1351120 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1351786.250000 Penalty: 905.847717
	Iteration 7F: 3 clusters Score -1351786 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1352139.000000 Penalty: 905.847717
	Iteration 8Q: 3 clusters Score -1352139 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1352306.125000 Penalty: 905.847717
	Iteration 9Q: 3 clusters Score -1352306 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1352439.500000 Penalty: 905.847717
	Iteration 10Q: 3 clusters Score -1352440 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1352551.750000 Penalty: 905.847717
	Iteration 11Q: 3 clusters Score -1352552 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1352679.750000 Penalty: 905.847717
	Iteration 12Q: 3 clusters Score -1352680 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1352798.750000 Penalty: 905.847717
	Iteration 13Q: 3 clusters Score -1352799 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1352910.000000 Penalty: 905.847717
	Iteration 14Q: 3 clusters Score -1352910 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1353031.750000 Penalty: 905.847717
	Iteration 15Q: 3 clusters Score -1353032 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1353153.000000 Penalty: 905.847717
	Iteration 16Q: 3 clusters Score -1353153 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1353286.375000 Penalty: 905.847717
	Iteration 17Q: 3 clusters Score -1353286 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1353415.000000 Penalty: 905.847717
	Iteration 18Q: 3 clusters Score -1353415 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1353550.500000 Penalty: 905.847717
	Iteration 19Q: 3 clusters Score -1353550 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1353676.875000 Penalty: 905.847717
	Iteration 20F: 3 clusters Score -1353677 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1353786.625000 Penalty: 905.847717
	Iteration 21Q: 3 clusters Score -1353787 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1353887.750000 Penalty: 905.847717
	Iteration 22Q: 3 clusters Score -1353888 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1353968.250000 Penalty: 905.847717
	Iteration 23Q: 3 clusters Score -1353968 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1354053.125000 Penalty: 905.847717
	Iteration 24Q: 3 clusters Score -1354053 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1354129.500000 Penalty: 905.847717
	Iteration 25Q: 3 clusters Score -1354130 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1354200.875000 Penalty: 905.847717
	Iteration 26Q: 3 clusters Score -1354201 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1354259.500000 Penalty: 905.847717
	Iteration 27Q: 3 clusters Score -1354260 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1354312.500000 Penalty: 905.847717
	Iteration 28Q: 3 clusters Score -1354312 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1354355.000000 Penalty: 905.847717
	Iteration 29Q: 3 clusters Score -1354355 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1354389.875000 Penalty: 905.847717
	Iteration 30Q: 3 clusters Score -1354390 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1354435.375000 Penalty: 905.847717
	Iteration 31Q: 3 clusters Score -1354435 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1354474.125000 Penalty: 905.847717
	Iteration 32Q: 3 clusters Score -1354474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1354509.500000 Penalty: 905.847717
	Iteration 33Q: 3 clusters Score -1354510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1354536.875000 Penalty: 905.847717
	Iteration 34Q: 3 clusters Score -1354537 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1354567.250000 Penalty: 905.847717
	Iteration 35Q: 3 clusters Score -1354567 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1354603.000000 Penalty: 905.847717
	Iteration 36Q: 3 clusters Score -1354603 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1354633.625000 Penalty: 905.847717
	Iteration 37Q: 3 clusters Score -1354634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1354657.250000 Penalty: 905.847717
	Iteration 38Q: 3 clusters Score -1354657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1354681.250000 Penalty: 905.847717
	Iteration 39Q: 3 clusters Score -1354681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1354705.000000 Penalty: 905.847717
	Iteration 40F: 3 clusters Score -1354705 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1354728.125000 Penalty: 905.847717
	Iteration 41Q: 3 clusters Score -1354728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1354739.000000 Penalty: 905.847717
	Iteration 42Q: 3 clusters Score -1354739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1354751.375000 Penalty: 905.847717
	Iteration 43Q: 3 clusters Score -1354751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1354759.750000 Penalty: 905.847717
	Iteration 44Q: 3 clusters Score -1354760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1354772.000000 Penalty: 905.847717
	Iteration 45Q: 3 clusters Score -1354772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1354785.625000 Penalty: 905.847717
	Iteration 46Q: 3 clusters Score -1354786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1354791.500000 Penalty: 905.847717
	Iteration 47Q: 3 clusters Score -1354792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1354799.500000 Penalty: 905.847717
	Iteration 48Q: 3 clusters Score -1354800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1354810.000000 Penalty: 905.847717
	Iteration 49Q: 3 clusters Score -1354810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1354816.500000 Penalty: 905.847717
	Iteration 50Q: 3 clusters Score -1354816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1354823.750000 Penalty: 905.847717
	Iteration 51Q: 3 clusters Score -1354824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1354831.875000 Penalty: 905.847717
	Iteration 52Q: 3 clusters Score -1354832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1354837.000000 Penalty: 905.847717
	Iteration 53Q: 3 clusters Score -1354837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1354848.000000 Penalty: 905.847717
	Iteration 54Q: 3 clusters Score -1354848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1354860.375000 Penalty: 905.847717
	Iteration 55Q: 3 clusters Score -1354860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1354860.250000 Penalty: 905.847717
	Iteration 56Q: 3 clusters Score -1354860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1354860.750000 Penalty: 905.847717
	Iteration 57Q: 3 clusters Score -1354861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1354868.625000 Penalty: 905.847717
	Iteration 58Q: 3 clusters Score -1354869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1354876.750000 Penalty: 905.847717
	Iteration 59Q: 3 clusters Score -1354877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1354884.250000 Penalty: 905.847717
	Iteration 60F: 3 clusters Score -1354884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1354893.375000 Penalty: 905.847717
	Iteration 61Q: 3 clusters Score -1354893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1354896.875000 Penalty: 905.847717
	Iteration 62Q: 3 clusters Score -1354897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1354902.750000 Penalty: 905.847717
	Iteration 63Q: 3 clusters Score -1354903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1354907.125000 Penalty: 905.847717
	Iteration 64Q: 3 clusters Score -1354907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1354910.750000 Penalty: 905.847717
	Iteration 65Q: 3 clusters Score -1354911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1354910.625000 Penalty: 905.847717
	Iteration 66Q: 3 clusters Score -1354911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1354911.875000 Penalty: 905.847717
	Iteration 67Q: 3 clusters Score -1354912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1354910.250000 Penalty: 905.847717
	Iteration 68Q: 3 clusters Score -1354910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1354909.750000 Penalty: 905.847717
	Iteration 69Q: 3 clusters Score -1354910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1354910.375000 Penalty: 905.847717
	Iteration 70Q: 3 clusters Score -1354910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1354908.375000 Penalty: 905.847717
	Iteration 71Q: 3 clusters Score -1354908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1354906.500000 Penalty: 905.847717
	Iteration 72Q: 3 clusters Score -1354906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1354908.625000 Penalty: 905.847717
	Iteration 73Q: 3 clusters Score -1354909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1354908.625000 Penalty: 905.847717
	Iteration 74Q: 3 clusters Score -1354909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1354909.750000 Penalty: 905.847717
	Iteration 75Q: 3 clusters Score -1354910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1354909.625000 Penalty: 905.847717
	Iteration 76Q: 3 clusters Score -1354910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1354909.625000 Penalty: 905.847717
	Iteration 77F: 3 clusters Score -1354910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -63534.550781 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -63534.55 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 551 members 
Entering Unmasked Estep 
Score: -62611.710938 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -62611.71 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -62908.796875 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -62908.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -62975.160156 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -62975.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63031.285156 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -63031.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -63085.898438 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -63085.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63118.121094 Penalty: 643.203674
	Iteration 5Q: 3 clusters Score -63118.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63139.109375 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -63139.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -63155.429688 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -63155.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -63171.667969 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -63171.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -63187.292969 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -63187.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -63203.570312 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -63203.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -63230.246094 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -63230.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -63268.890625 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -63268.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -63302.917969 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -63302.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -63344.871094 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -63344.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -63360.058594 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -63360.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -63374.140625 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -63374.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63382.269531 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -63382.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -63385.035156 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -63385.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63387.226562 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -63387.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -63389.703125 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -63389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -63391.539062 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -63391.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -63392.363281 Penalty: 643.203674
	Iteration 22Q: 3 clusters Score -63392.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -63392.363281 Penalty: 643.203674
	Iteration 23F: 3 clusters Score -63392.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -7435.209961 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -7435.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7176.899902 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -7176.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7330.585449 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -7330.585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7368.646484 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -7368.646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7403.827637 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -7403.828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7414.119629 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -7414.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7420.963867 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -7420.964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7430.007324 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -7430.007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7439.231934 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -7439.232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7440.781250 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -7440.781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7441.039062 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -7441.039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7441.039062 Penalty: 497.593475
	Iteration 10F: 3 clusters Score -7441.039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 74 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 163 members 
Entering Unmasked Estep 
Score: -14136994.000000 Penalty: 60165.023438
Splitting cluster 33 changes total score from -14137302.000000 to -14136994.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -107030.890625 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -107030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -105677.656250 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -105677.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -106122.390625 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -106122.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -106216.812500 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -106216.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -106304.179688 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -106304.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -106390.515625 Penalty: 685.906128
	Iteration 4F: 3 clusters Score -106390.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -106477.031250 Penalty: 685.906128
	Iteration 5F: 3 clusters Score -106477 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -106535.140625 Penalty: 685.906128
	Iteration 6F: 3 clusters Score -106535.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -106578.039062 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -106578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -106607.578125 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -106607.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -106645.046875 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -106645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -106684.382812 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -106684.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -106711.210938 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -106711.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -106730.109375 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -106730.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -106739.046875 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -106739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -106753.562500 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -106753.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -106765.585938 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -106765.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -106775.671875 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -106775.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -106783.257812 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -106783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -106785.976562 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -106786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -106788.515625 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -106788.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -106792.117188 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -106792.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -106796.867188 Penalty: 685.906128
	Iteration 21Q: 3 clusters Score -106796.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -106802.046875 Penalty: 685.906128
	Iteration 22Q: 3 clusters Score -106802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -106811.484375 Penalty: 685.906128
	Iteration 23Q: 3 clusters Score -106811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -106817.257812 Penalty: 685.906128
	Iteration 24Q: 3 clusters Score -106817.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -106819.414062 Penalty: 685.906128
	Iteration 25Q: 3 clusters Score -106819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -106821.257812 Penalty: 685.906128
	Iteration 26Q: 3 clusters Score -106821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -106822.203125 Penalty: 685.906128
	Iteration 27Q: 3 clusters Score -106822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -106825.000000 Penalty: 685.906128
	Iteration 28Q: 3 clusters Score -106825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -106827.132812 Penalty: 685.906128
	Iteration 29Q: 3 clusters Score -106827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -106828.281250 Penalty: 685.906128
	Iteration 30Q: 3 clusters Score -106828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -106829.828125 Penalty: 685.906128
	Iteration 31Q: 3 clusters Score -106829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -106834.242188 Penalty: 685.906128
	Iteration 32Q: 3 clusters Score -106834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -106846.585938 Penalty: 685.906128
	Iteration 33Q: 3 clusters Score -106846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -106855.484375 Penalty: 685.906128
	Iteration 34Q: 3 clusters Score -106855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -106860.054688 Penalty: 685.906128
	Iteration 35Q: 3 clusters Score -106860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -106861.390625 Penalty: 685.906128
	Iteration 36Q: 3 clusters Score -106861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -106861.390625 Penalty: 685.906128
	Iteration 37F: 3 clusters Score -106861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -28605.531250 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -28605.53 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 255 members 
Entering Unmasked Estep 
Score: -28089.619141 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -28089.62 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28221.810547 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -28221.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28252.056641 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -28252.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28275.474609 Penalty: 571.003357
	Iteration 3Q: 3 clusters Score -28275.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28286.667969 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -28286.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28295.546875 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -28295.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28304.345703 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -28304.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28316.408203 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -28316.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28322.468750 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -28322.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28331.730469 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -28331.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28346.445312 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -28346.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28357.025391 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -28357.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28362.306641 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -28362.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28363.847656 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -28363.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28369.529297 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -28369.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28375.457031 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -28375.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28378.730469 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -28378.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28380.203125 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -28380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28383.191406 Penalty: 571.003357
	Iteration 18Q: 3 clusters Score -28383.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28385.433594 Penalty: 571.003357
	Iteration 19Q: 3 clusters Score -28385.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28387.519531 Penalty: 571.003357
	Iteration 20F: 3 clusters Score -28387.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28388.216797 Penalty: 571.003357
	Iteration 21Q: 3 clusters Score -28388.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28389.433594 Penalty: 571.003357
	Iteration 22Q: 3 clusters Score -28389.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28390.384766 Penalty: 571.003357
	Iteration 23Q: 3 clusters Score -28390.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28391.519531 Penalty: 571.003357
	Iteration 24Q: 3 clusters Score -28391.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28392.349609 Penalty: 571.003357
	Iteration 25Q: 3 clusters Score -28392.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28393.587891 Penalty: 571.003357
	Iteration 26Q: 3 clusters Score -28393.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28394.707031 Penalty: 571.003357
	Iteration 27Q: 3 clusters Score -28394.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28395.517578 Penalty: 571.003357
	Iteration 28Q: 3 clusters Score -28395.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28398.173828 Penalty: 571.003357
	Iteration 29Q: 3 clusters Score -28398.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28400.296875 Penalty: 571.003357
	Iteration 30Q: 3 clusters Score -28400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28401.781250 Penalty: 571.003357
	Iteration 31Q: 3 clusters Score -28401.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28403.644531 Penalty: 571.003357
	Iteration 32Q: 3 clusters Score -28403.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28406.347656 Penalty: 571.003357
	Iteration 33Q: 3 clusters Score -28406.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28406.908203 Penalty: 571.003357
	Iteration 34Q: 3 clusters Score -28406.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28407.144531 Penalty: 571.003357
	Iteration 35Q: 3 clusters Score -28407.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28407.326172 Penalty: 571.003357
	Iteration 36Q: 3 clusters Score -28407.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28407.326172 Penalty: 571.003357
	Iteration 37F: 3 clusters Score -28407.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23058.892578 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -23058.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22656.205078 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -22656.21 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22789.210938 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -22789.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22836.375000 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -22836.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22853.857422 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -22853.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22866.835938 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -22866.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22893.505859 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -22893.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22905.119141 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -22905.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22907.501953 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -22907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22911.384766 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -22911.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22914.478516 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -22914.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22915.810547 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -22915.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22918.697266 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -22918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22919.164062 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -22919.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22919.164062 Penalty: 541.033264
	Iteration 13F: 3 clusters Score -22919.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13997.422852 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13997.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13689.809570 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -13689.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13769.105469 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -13769.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13801.280273 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -13801.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13830.675781 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -13830.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13857.155273 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -13857.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13879.048828 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -13879.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13890.004883 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13898.142578 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -13898.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13907.891602 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -13907.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13920.431641 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -13920.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13930.679688 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -13930.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13933.437500 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -13933.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13934.135742 Penalty: 487.019104
	Iteration 12Q: 3 clusters Score -13934.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13934.229492 Penalty: 487.019104
	Iteration 13F: 3 clusters Score -13934.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13935.866211 Penalty: 487.019104
	Iteration 14Q: 3 clusters Score -13935.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13939.699219 Penalty: 487.019104
	Iteration 15Q: 3 clusters Score -13939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13947.204102 Penalty: 487.019104
	Iteration 16Q: 3 clusters Score -13947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13948.464844 Penalty: 487.019104
	Iteration 17Q: 3 clusters Score -13948.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13952.039062 Penalty: 487.019104
	Iteration 18Q: 3 clusters Score -13952.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13956.438477 Penalty: 487.019104
	Iteration 19Q: 3 clusters Score -13956.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13960.995117 Penalty: 487.019104
	Iteration 20F: 3 clusters Score -13961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13965.236328 Penalty: 487.019104
	Iteration 21Q: 3 clusters Score -13965.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13967.916992 Penalty: 487.019104
	Iteration 22Q: 3 clusters Score -13967.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13967.916992 Penalty: 487.019104
	Iteration 23F: 3 clusters Score -13967.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -46821.160156 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -46821.16 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 311 members 
Entering Unmasked Estep 
Score: -46246.156250 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -46246.16 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -46383.644531 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -46383.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46461.214844 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -46461.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46531.957031 Penalty: 585.543701
	Iteration 3F: 3 clusters Score -46531.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46604.132812 Penalty: 585.543701
	Iteration 4F: 3 clusters Score -46604.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -46642.835938 Penalty: 585.543701
	Iteration 5F: 3 clusters Score -46642.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46664.304688 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -46664.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -46679.718750 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -46679.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -46697.101562 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -46697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46708.460938 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -46708.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46721.417969 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -46721.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46737.425781 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -46737.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46743.320312 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -46743.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46748.128906 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -46748.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46752.113281 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -46752.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -46754.343750 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -46754.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -46757.859375 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -46757.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46765.847656 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -46765.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -46768.933594 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -46768.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46770.765625 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -46770.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -46772.179688 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -46772.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46774.062500 Penalty: 585.543701
	Iteration 21Q: 3 clusters Score -46774.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46775.472656 Penalty: 585.543701
	Iteration 22Q: 3 clusters Score -46775.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46776.359375 Penalty: 585.543701
	Iteration 23Q: 3 clusters Score -46776.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46776.359375 Penalty: 585.543701
	Iteration 24F: 3 clusters Score -46776.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -139410.062500 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -139410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -137783.640625 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -137783.6 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -138315.156250 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -138315.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -138379.406250 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -138379.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -138423.421875 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -138423.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -138453.218750 Penalty: 704.598083
	Iteration 4Q: 3 clusters Score -138453.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -138481.812500 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -138481.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -138505.828125 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -138505.8 nChanged 59
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: -138531.234375 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -138531.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138555.718750 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -138555.7 nChanged 56
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: -138580.703125 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -138580.7 nChanged 72
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: -138616.031250 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -138616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -138649.578125 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -138649.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -138688.281250 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -138688.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138726.671875 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -138726.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -138772.375000 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -138772.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -138811.500000 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -138811.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -138854.578125 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -138854.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -138901.375000 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -138901.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -138936.718750 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -138936.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -138961.687500 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -138961.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -138991.625000 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -138991.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -139007.906250 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -139007.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -139024.625000 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -139024.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -139032.859375 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -139032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -139040.187500 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -139040.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -139048.734375 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -139048.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -139057.250000 Penalty: 704.598083
	Iteration 26Q: 3 clusters Score -139057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -139062.859375 Penalty: 704.598083
	Iteration 27Q: 3 clusters Score -139062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -139066.750000 Penalty: 704.598083
	Iteration 28Q: 3 clusters Score -139066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -139071.953125 Penalty: 704.598083
	Iteration 29Q: 3 clusters Score -139072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -139074.468750 Penalty: 704.598083
	Iteration 30Q: 3 clusters Score -139074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -139077.109375 Penalty: 704.598083
	Iteration 31Q: 3 clusters Score -139077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -139079.046875 Penalty: 704.598083
	Iteration 32Q: 3 clusters Score -139079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -139080.125000 Penalty: 704.598083
	Iteration 33Q: 3 clusters Score -139080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -139080.390625 Penalty: 704.598083
	Iteration 34Q: 3 clusters Score -139080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -139081.171875 Penalty: 704.598083
	Iteration 35Q: 3 clusters Score -139081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -139082.453125 Penalty: 704.598083
	Iteration 36Q: 3 clusters Score -139082.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -139084.453125 Penalty: 704.598083
	Iteration 37Q: 3 clusters Score -139084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -139087.359375 Penalty: 704.598083
	Iteration 38Q: 3 clusters Score -139087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -139088.406250 Penalty: 704.598083
	Iteration 39Q: 3 clusters Score -139088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -139088.406250 Penalty: 704.598083
	Iteration 40F: 3 clusters Score -139088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -115539.875000 Penalty: 342.831696
	Iteration 0F: 2 clusters Score -115539.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -114194.335938 Penalty: 685.663391
	Iteration 0F: 3 clusters Score -114194.3 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -114612.171875 Penalty: 685.663391
	Iteration 1F: 3 clusters Score -114612.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -114698.585938 Penalty: 685.663391
	Iteration 2F: 3 clusters Score -114698.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -114747.343750 Penalty: 685.663391
	Iteration 3F: 3 clusters Score -114747.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -114781.687500 Penalty: 685.663391
	Iteration 4Q: 3 clusters Score -114781.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114804.414062 Penalty: 685.663391
	Iteration 5Q: 3 clusters Score -114804.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -114822.531250 Penalty: 685.663391
	Iteration 6Q: 3 clusters Score -114822.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -114845.921875 Penalty: 685.663391
	Iteration 7Q: 3 clusters Score -114845.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -114870.804688 Penalty: 685.663391
	Iteration 8Q: 3 clusters Score -114870.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -114887.125000 Penalty: 685.663391
	Iteration 9Q: 3 clusters Score -114887.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -114904.968750 Penalty: 685.663391
	Iteration 10Q: 3 clusters Score -114905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -114929.742188 Penalty: 685.663391
	Iteration 11Q: 3 clusters Score -114929.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114954.601562 Penalty: 685.663391
	Iteration 12Q: 3 clusters Score -114954.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -114981.750000 Penalty: 685.663391
	Iteration 13Q: 3 clusters Score -114981.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115007.507812 Penalty: 685.663391
	Iteration 14Q: 3 clusters Score -115007.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -115035.609375 Penalty: 685.663391
	Iteration 15Q: 3 clusters Score -115035.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -115058.992188 Penalty: 685.663391
	Iteration 16Q: 3 clusters Score -115059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115089.492188 Penalty: 685.663391
	Iteration 17Q: 3 clusters Score -115089.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -115113.382812 Penalty: 685.663391
	Iteration 18Q: 3 clusters Score -115113.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -115136.546875 Penalty: 685.663391
	Iteration 19Q: 3 clusters Score -115136.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -115158.437500 Penalty: 685.663391
	Iteration 20F: 3 clusters Score -115158.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -115178.757812 Penalty: 685.663391
	Iteration 21Q: 3 clusters Score -115178.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -115198.617188 Penalty: 685.663391
	Iteration 22Q: 3 clusters Score -115198.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -115215.671875 Penalty: 685.663391
	Iteration 23Q: 3 clusters Score -115215.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -115225.492188 Penalty: 685.663391
	Iteration 24Q: 3 clusters Score -115225.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -115240.726562 Penalty: 685.663391
	Iteration 25Q: 3 clusters Score -115240.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -115250.781250 Penalty: 685.663391
	Iteration 26Q: 3 clusters Score -115250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -115262.867188 Penalty: 685.663391
	Iteration 27Q: 3 clusters Score -115262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -115263.375000 Penalty: 685.663391
	Iteration 28Q: 3 clusters Score -115263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -115263.375000 Penalty: 685.663391
	Iteration 29F: 3 clusters Score -115263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -63124.132812 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -63124.13 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 531 members 
Entering Unmasked Estep 
Score: -62274.902344 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -62274.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -62470.218750 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -62470.22 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -62529.566406 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -62529.57 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62572.828125 Penalty: 632.262268
	Iteration 3F: 3 clusters Score -62572.83 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -62604.171875 Penalty: 632.262268
	Iteration 4F: 3 clusters Score -62604.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -62617.257812 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -62617.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -62624.324219 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -62624.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -62630.468750 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -62630.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -62635.851562 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -62635.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -62640.664062 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -62640.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -62642.644531 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -62642.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -62642.832031 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -62642.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -62642.976562 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -62642.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -62643.074219 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -62643.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62643.105469 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -62643.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62643.105469 Penalty: 632.262268
	Iteration 15F: 3 clusters Score -62643.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -16972.205078 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -16972.21 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: -16637.853516 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -16637.85 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16775.498047 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -16775.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16820.441406 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -16820.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16862.738281 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -16862.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16906.464844 Penalty: 517.822693
	Iteration 4F: 3 clusters Score -16906.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16937.222656 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -16937.22 nChanged 4
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: -16943.373047 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -16943.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16944.470703 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -16944.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16945.089844 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -16945.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16946.146484 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -16946.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16948.986328 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -16948.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16948.986328 Penalty: 517.822693
	Iteration 11F: 3 clusters Score -16948.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3580.202393 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3580.202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3401.643799 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3401.644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3431.197266 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3431.197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3433.916260 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3433.916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3433.916260 Penalty: 387.903870
	Iteration 3F: 3 clusters Score -3433.916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11601.824219 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11601.82 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 109 members 
Entering Unmasked Estep 
Score: -11308.991211 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11308.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11402.451172 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11402.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11496.247070 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11496.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11535.342773 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -11535.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11587.416016 Penalty: 485.277405
	Iteration 4F: 3 clusters Score -11587.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11620.669922 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11620.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11625.225586 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11625.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11625.225586 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -11625.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 41 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 166 members 
Entering Unmasked Estep 
Score: -14137004.000000 Penalty: 60165.023438
Splitting cluster 44 changes total score from -14137302.000000 to -14137004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -87485.421875 Penalty: 319.702423
	Iteration 0F: 2 clusters Score -87485.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86605.656250 Penalty: 639.404846
	Iteration 0F: 3 clusters Score -86605.66 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -86871.671875 Penalty: 639.404846
	Iteration 1F: 3 clusters Score -86871.67 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86952.664062 Penalty: 639.404846
	Iteration 2F: 3 clusters Score -86952.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87021.406250 Penalty: 639.404846
	Iteration 3F: 3 clusters Score -87021.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -87082.906250 Penalty: 639.404846
	Iteration 4F: 3 clusters Score -87082.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87128.500000 Penalty: 639.404846
	Iteration 5Q: 3 clusters Score -87128.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87159.398438 Penalty: 639.404846
	Iteration 6Q: 3 clusters Score -87159.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87183.742188 Penalty: 639.404846
	Iteration 7Q: 3 clusters Score -87183.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -87206.828125 Penalty: 639.404846
	Iteration 8Q: 3 clusters Score -87206.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -87217.289062 Penalty: 639.404846
	Iteration 9Q: 3 clusters Score -87217.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -87224.078125 Penalty: 639.404846
	Iteration 10Q: 3 clusters Score -87224.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -87229.773438 Penalty: 639.404846
	Iteration 11Q: 3 clusters Score -87229.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -87233.296875 Penalty: 639.404846
	Iteration 12Q: 3 clusters Score -87233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -87236.585938 Penalty: 639.404846
	Iteration 13Q: 3 clusters Score -87236.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -87238.335938 Penalty: 639.404846
	Iteration 14Q: 3 clusters Score -87238.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -87238.687500 Penalty: 639.404846
	Iteration 15Q: 3 clusters Score -87238.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -87239.304688 Penalty: 639.404846
	Iteration 16Q: 3 clusters Score -87239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -87239.882812 Penalty: 639.404846
	Iteration 17Q: 3 clusters Score -87239.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -87242.429688 Penalty: 639.404846
	Iteration 18Q: 3 clusters Score -87242.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -87244.953125 Penalty: 639.404846
	Iteration 19Q: 3 clusters Score -87244.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -87246.968750 Penalty: 639.404846
	Iteration 20F: 3 clusters Score -87246.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -87249.804688 Penalty: 639.404846
	Iteration 21Q: 3 clusters Score -87249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -87254.093750 Penalty: 639.404846
	Iteration 22Q: 3 clusters Score -87254.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -87254.601562 Penalty: 639.404846
	Iteration 23Q: 3 clusters Score -87254.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -87254.601562 Penalty: 639.404846
	Iteration 24F: 3 clusters Score -87254.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -51586.347656 Penalty: 311.147430
	Iteration 0F: 2 clusters Score -51586.35 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 468 members 
Entering Unmasked Estep 
Score: -50816.519531 Penalty: 622.294861
	Iteration 0F: 3 clusters Score -50816.52 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -51057.386719 Penalty: 622.294861
	Iteration 1F: 3 clusters Score -51057.39 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -51119.472656 Penalty: 622.294861
	Iteration 2F: 3 clusters Score -51119.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -51155.871094 Penalty: 622.294861
	Iteration 3F: 3 clusters Score -51155.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -51182.335938 Penalty: 622.294861
	Iteration 4Q: 3 clusters Score -51182.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -51194.429688 Penalty: 622.294861
	Iteration 5Q: 3 clusters Score -51194.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -51201.804688 Penalty: 622.294861
	Iteration 6Q: 3 clusters Score -51201.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -51208.414062 Penalty: 622.294861
	Iteration 7Q: 3 clusters Score -51208.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -51215.601562 Penalty: 622.294861
	Iteration 8Q: 3 clusters Score -51215.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -51233.675781 Penalty: 622.294861
	Iteration 9Q: 3 clusters Score -51233.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -51253.914062 Penalty: 622.294861
	Iteration 10Q: 3 clusters Score -51253.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -51268.792969 Penalty: 622.294861
	Iteration 11Q: 3 clusters Score -51268.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -51277.339844 Penalty: 622.294861
	Iteration 12Q: 3 clusters Score -51277.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -51284.125000 Penalty: 622.294861
	Iteration 13Q: 3 clusters Score -51284.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -51289.542969 Penalty: 622.294861
	Iteration 14Q: 3 clusters Score -51289.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -51293.242188 Penalty: 622.294861
	Iteration 15Q: 3 clusters Score -51293.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -51295.980469 Penalty: 622.294861
	Iteration 16Q: 3 clusters Score -51295.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -51298.402344 Penalty: 622.294861
	Iteration 17Q: 3 clusters Score -51298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -51303.453125 Penalty: 622.294861
	Iteration 18Q: 3 clusters Score -51303.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -51309.972656 Penalty: 622.294861
	Iteration 19Q: 3 clusters Score -51309.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -51314.394531 Penalty: 622.294861
	Iteration 20F: 3 clusters Score -51314.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -51315.476562 Penalty: 622.294861
	Iteration 21Q: 3 clusters Score -51315.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -51318.328125 Penalty: 622.294861
	Iteration 22Q: 3 clusters Score -51318.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -51322.117188 Penalty: 622.294861
	Iteration 23Q: 3 clusters Score -51322.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -51333.738281 Penalty: 622.294861
	Iteration 24Q: 3 clusters Score -51333.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -51339.644531 Penalty: 622.294861
	Iteration 25Q: 3 clusters Score -51339.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -51343.957031 Penalty: 622.294861
	Iteration 26Q: 3 clusters Score -51343.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -51345.937500 Penalty: 622.294861
	Iteration 27Q: 3 clusters Score -51345.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -51346.625000 Penalty: 622.294861
	Iteration 28Q: 3 clusters Score -51346.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -51347.925781 Penalty: 622.294861
	Iteration 29Q: 3 clusters Score -51347.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -51349.207031 Penalty: 622.294861
	Iteration 30Q: 3 clusters Score -51349.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -51350.277344 Penalty: 622.294861
	Iteration 31Q: 3 clusters Score -51350.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -51351.730469 Penalty: 622.294861
	Iteration 32Q: 3 clusters Score -51351.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -51352.585938 Penalty: 622.294861
	Iteration 33Q: 3 clusters Score -51352.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -51353.417969 Penalty: 622.294861
	Iteration 34Q: 3 clusters Score -51353.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -51353.937500 Penalty: 622.294861
	Iteration 35Q: 3 clusters Score -51353.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -51354.437500 Penalty: 622.294861
	Iteration 36Q: 3 clusters Score -51354.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -51355.699219 Penalty: 622.294861
	Iteration 37Q: 3 clusters Score -51355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -51356.777344 Penalty: 622.294861
	Iteration 38Q: 3 clusters Score -51356.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -51357.335938 Penalty: 622.294861
	Iteration 39Q: 3 clusters Score -51357.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -51357.656250 Penalty: 622.294861
	Iteration 40F: 3 clusters Score -51357.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -51357.925781 Penalty: 622.294861
	Iteration 41Q: 3 clusters Score -51357.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -51358.156250 Penalty: 622.294861
	Iteration 42Q: 3 clusters Score -51358.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -51358.156250 Penalty: 622.294861
	Iteration 43F: 3 clusters Score -51358.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -3656.900146 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -3656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3489.178223 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -3489.178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3566.741699 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -3566.742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3591.790527 Penalty: 419.070496
	Iteration 2F: 3 clusters Score -3591.791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3599.936768 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -3599.937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3601.447998 Penalty: 419.070496
	Iteration 4Q: 3 clusters Score -3601.448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3601.447998 Penalty: 419.070496
	Iteration 5F: 3 clusters Score -3601.448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -9541.162109 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -9541.162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9272.407227 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -9272.407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9365.309570 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -9365.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9407.529297 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -9407.529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9425.512695 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -9425.513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9428.374023 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -9428.374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9434.933594 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -9434.934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9436.926758 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -9436.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9436.926758 Penalty: 474.559143
	Iteration 7F: 3 clusters Score -9436.927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13069.098633 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -13069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12743.085938 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12743.09 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12813.157227 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12813.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12833.216797 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12833.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12876.849609 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -12876.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12917.438477 Penalty: 501.722015
	Iteration 4F: 3 clusters Score -12917.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12953.867188 Penalty: 501.722015
	Iteration 5F: 3 clusters Score -12953.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13006.087891 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -13006.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13060.414062 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -13060.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13084.233398 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -13084.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13091.179688 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -13091.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13095.897461 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -13095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13098.805664 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -13098.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13099.135742 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -13099.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13099.957031 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -13099.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13100.541992 Penalty: 501.722015
	Iteration 14Q: 3 clusters Score -13100.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13101.292969 Penalty: 501.722015
	Iteration 15Q: 3 clusters Score -13101.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13102.238281 Penalty: 501.722015
	Iteration 16Q: 3 clusters Score -13102.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13102.238281 Penalty: 501.722015
	Iteration 17F: 3 clusters Score -13102.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 117 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 131 members 
Entering Unmasked Estep 
Score: -14137016.000000 Penalty: 60165.023438
Splitting cluster 49 changes total score from -14137302.000000 to -14137016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -4519.745117 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -4519.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4336.844727 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -4336.845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4367.007812 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -4367.008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4385.387695 Penalty: 396.460510
	Iteration 2F: 3 clusters Score -4385.388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4408.198730 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -4408.199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4436.428711 Penalty: 396.460510
	Iteration 4F: 3 clusters Score -4436.429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4492.370117 Penalty: 396.460510
	Iteration 5F: 3 clusters Score -4492.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4584.760742 Penalty: 396.460510
	Iteration 6F: 3 clusters Score -4584.761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4614.624512 Penalty: 396.460510
	Iteration 7Q: 3 clusters Score -4614.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4614.624512 Penalty: 396.460510
	Iteration 8F: 3 clusters Score -4614.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 44 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 34 members 
Entering Unmasked Estep 
Score: -14137032.000000 Penalty: 60165.023438
Splitting cluster 50 changes total score from -14137302.000000 to -14137032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -155271.750000 Penalty: 356.698425
	Iteration 0F: 2 clusters Score -155271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -153455.890625 Penalty: 713.396851
	Iteration 0F: 3 clusters Score -153455.9 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -154116.500000 Penalty: 713.396851
	Iteration 1F: 3 clusters Score -154116.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -154263.656250 Penalty: 713.396851
	Iteration 2F: 3 clusters Score -154263.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154388.984375 Penalty: 713.396851
	Iteration 3F: 3 clusters Score -154389 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -154538.281250 Penalty: 713.396851
	Iteration 4F: 3 clusters Score -154538.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -154681.171875 Penalty: 713.396851
	Iteration 5F: 3 clusters Score -154681.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -154762.343750 Penalty: 713.396851
	Iteration 6Q: 3 clusters Score -154762.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -154818.750000 Penalty: 713.396851
	Iteration 7Q: 3 clusters Score -154818.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -154878.625000 Penalty: 713.396851
	Iteration 8Q: 3 clusters Score -154878.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -154938.468750 Penalty: 713.396851
	Iteration 9Q: 3 clusters Score -154938.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -154968.890625 Penalty: 713.396851
	Iteration 10Q: 3 clusters Score -154968.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -154978.984375 Penalty: 713.396851
	Iteration 11Q: 3 clusters Score -154979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -154985.156250 Penalty: 713.396851
	Iteration 12Q: 3 clusters Score -154985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -154985.968750 Penalty: 713.396851
	Iteration 13Q: 3 clusters Score -154986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -154986.187500 Penalty: 713.396851
	Iteration 14Q: 3 clusters Score -154986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -154986.187500 Penalty: 713.396851
	Iteration 15F: 3 clusters Score -154986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -8523.055664 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -8523.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8259.788086 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -8259.788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8314.839844 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -8314.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8334.984375 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -8334.984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8350.351562 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -8350.352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8361.592773 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -8361.593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8366.829102 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -8366.829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8372.055664 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -8372.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8372.055664 Penalty: 466.820770
	Iteration 7F: 3 clusters Score -8372.056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26510.722656 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26510.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26027.933594 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -26027.93 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26134.593750 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26134.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26170.423828 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26170.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26192.835938 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -26192.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26205.021484 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -26205.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26210.824219 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26210.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26218.041016 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26218.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -26229.111328 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26229.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26241.896484 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26241.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26248.794922 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -26248.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26254.818359 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -26254.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -26262.371094 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -26262.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26266.074219 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -26266.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26272.087891 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -26272.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26275.876953 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -26275.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -26281.732422 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -26281.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26286.070312 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -26286.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26290.976562 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -26290.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -26291.839844 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -26291.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -26291.839844 Penalty: 563.504944
	Iteration 19F: 3 clusters Score -26291.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -9224.470703 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -9224.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8984.683594 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -8984.684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9029.000000 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -9029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9032.684570 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -9032.685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9036.638672 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -9036.639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9038.541992 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -9038.542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9040.103516 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -9040.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9041.532227 Penalty: 438.645630
	Iteration 6Q: 3 clusters Score -9041.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9041.532227 Penalty: 438.645630
	Iteration 7F: 3 clusters Score -9041.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -34664.699219 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -34664.7 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 282 members 
Entering Unmasked Estep 
Score: -34127.550781 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -34127.55 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34294.023438 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -34294.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34334.074219 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -34334.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34349.164062 Penalty: 579.816711
	Iteration 3Q: 3 clusters Score -34349.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34361.429688 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -34361.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34367.652344 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -34367.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34371.476562 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -34371.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34375.203125 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -34375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34381.136719 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -34381.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34384.625000 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -34384.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34387.730469 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -34387.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34388.746094 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -34388.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34391.859375 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -34391.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34398.082031 Penalty: 579.816711
	Iteration 13Q: 3 clusters Score -34398.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34401.867188 Penalty: 579.816711
	Iteration 14Q: 3 clusters Score -34401.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34404.390625 Penalty: 579.816711
	Iteration 15Q: 3 clusters Score -34404.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34406.542969 Penalty: 579.816711
	Iteration 16Q: 3 clusters Score -34406.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34407.898438 Penalty: 579.816711
	Iteration 17Q: 3 clusters Score -34407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34408.593750 Penalty: 579.816711
	Iteration 18Q: 3 clusters Score -34408.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34410.609375 Penalty: 579.816711
	Iteration 19Q: 3 clusters Score -34410.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34412.761719 Penalty: 579.816711
	Iteration 20F: 3 clusters Score -34412.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34414.429688 Penalty: 579.816711
	Iteration 21Q: 3 clusters Score -34414.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34415.636719 Penalty: 579.816711
	Iteration 22Q: 3 clusters Score -34415.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34420.972656 Penalty: 579.816711
	Iteration 23Q: 3 clusters Score -34420.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34425.437500 Penalty: 579.816711
	Iteration 24Q: 3 clusters Score -34425.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34426.589844 Penalty: 579.816711
	Iteration 25Q: 3 clusters Score -34426.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34427.558594 Penalty: 579.816711
	Iteration 26Q: 3 clusters Score -34427.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34431.261719 Penalty: 579.816711
	Iteration 27Q: 3 clusters Score -34431.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34436.257812 Penalty: 579.816711
	Iteration 28Q: 3 clusters Score -34436.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -34437.671875 Penalty: 579.816711
	Iteration 29Q: 3 clusters Score -34437.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34438.453125 Penalty: 579.816711
	Iteration 30Q: 3 clusters Score -34438.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -34441.246094 Penalty: 579.816711
	Iteration 31Q: 3 clusters Score -34441.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34446.285156 Penalty: 579.816711
	Iteration 32Q: 3 clusters Score -34446.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34447.914062 Penalty: 579.816711
	Iteration 33Q: 3 clusters Score -34447.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -34448.316406 Penalty: 579.816711
	Iteration 34Q: 3 clusters Score -34448.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -34448.316406 Penalty: 579.816711
	Iteration 35F: 3 clusters Score -34448.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -24357.980469 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24357.98 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 163 members 
Entering Unmasked Estep 
Score: -23967.796875 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23967.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24049.630859 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24049.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24092.121094 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24092.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24121.923828 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -24121.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24154.410156 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24154.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24175.632812 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24175.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24189.283203 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24189.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24204.605469 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24204.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24215.591797 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24215.59 nChanged 3
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: -24217.593750 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24217.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24218.691406 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24218.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24223.097656 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -24223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24225.814453 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -24225.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24226.326172 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -24226.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24226.634766 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -24226.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24226.634766 Penalty: 531.498352
	Iteration 15F: 3 clusters Score -24226.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -15508.580078 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -15508.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15178.801758 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -15178.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15250.338867 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -15250.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15259.239258 Penalty: 509.118713
	Iteration 2Q: 3 clusters Score -15259.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15262.480469 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -15262.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15263.283203 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -15263.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15265.338867 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -15265.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15265.868164 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -15265.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15265.868164 Penalty: 509.118713
	Iteration 7F: 3 clusters Score -15265.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9746.083008 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9746.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9458.874023 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9458.874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9527.473633 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9527.474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9532.111328 Penalty: 475.542938
	Iteration 2Q: 3 clusters Score -9532.111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9532.111328 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -9532.111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13719.609375 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13719.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13381.320312 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13381.32 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13519.920898 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13519.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13567.707031 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13567.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13592.353516 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -13592.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13613.260742 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -13613.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13629.968750 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -13629.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13642.162109 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -13642.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13652.312500 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -13652.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13667.626953 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -13667.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13682.764648 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -13682.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13697.946289 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -13697.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13703.589844 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -13703.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13704.980469 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -13704.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13705.575195 Penalty: 514.695251
	Iteration 13Q: 3 clusters Score -13705.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13705.575195 Penalty: 514.695251
	Iteration 14F: 3 clusters Score -13705.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9865.852539 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9865.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9629.894531 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9629.895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9696.719727 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9696.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9707.350586 Penalty: 459.536926
	Iteration 2Q: 3 clusters Score -9707.351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9707.929688 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -9707.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9707.929688 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -9707.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7640.031738 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7640.032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7397.267090 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7397.267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7455.923828 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7455.924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7474.026855 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7474.027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7477.366699 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7477.367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7485.038574 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7485.039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7487.546387 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7487.546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7487.546387 Penalty: 445.703430
	Iteration 6F: 3 clusters Score -7487.546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (16417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Entering Unmasked Estep 
Score: -1390766.875000 Penalty: 441.626312
	Iteration 0F: 2 clusters Score -1390767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1382288.500000 Penalty: 883.252625
	Iteration 0F: 3 clusters Score -1382288 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1386531.000000 Penalty: 883.252625
	Iteration 1F: 3 clusters Score -1386531 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1386711.500000 Penalty: 883.252625
	Iteration 2F: 3 clusters Score -1386712 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1386941.375000 Penalty: 883.252625
	Iteration 3Q: 3 clusters Score -1386941 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1387256.250000 Penalty: 883.252625
	Iteration 4Q: 3 clusters Score -1387256 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1387748.250000 Penalty: 883.252625
	Iteration 5F: 3 clusters Score -1387748 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1388578.125000 Penalty: 883.252625
	Iteration 6F: 3 clusters Score -1388578 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1389411.250000 Penalty: 883.252625
	Iteration 7F: 3 clusters Score -1389411 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1389785.750000 Penalty: 883.252625
	Iteration 8Q: 3 clusters Score -1389786 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1389879.000000 Penalty: 883.252625
	Iteration 9Q: 3 clusters Score -1389879 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1389899.375000 Penalty: 883.252625
	Iteration 10Q: 3 clusters Score -1389899 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1389906.750000 Penalty: 883.252625
	Iteration 11Q: 3 clusters Score -1389907 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1389901.875000 Penalty: 883.252625
	Iteration 12Q: 3 clusters Score -1389902 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1389901.375000 Penalty: 883.252625
	Iteration 13Q: 3 clusters Score -1389901 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1389910.000000 Penalty: 883.252625
	Iteration 14Q: 3 clusters Score -1389910 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1389897.000000 Penalty: 883.252625
	Iteration 15Q: 3 clusters Score -1389897 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1389897.750000 Penalty: 883.252625
	Iteration 16Q: 3 clusters Score -1389898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1389894.875000 Penalty: 883.252625
	Iteration 17Q: 3 clusters Score -1389895 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1389888.000000 Penalty: 883.252625
	Iteration 18Q: 3 clusters Score -1389888 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1389887.625000 Penalty: 883.252625
	Iteration 19Q: 3 clusters Score -1389888 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1389893.250000 Penalty: 883.252625
	Iteration 20F: 3 clusters Score -1389893 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1389914.625000 Penalty: 883.252625
	Iteration 21Q: 3 clusters Score -1389915 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1389926.500000 Penalty: 883.252625
	Iteration 22Q: 3 clusters Score -1389926 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1389949.375000 Penalty: 883.252625
	Iteration 23Q: 3 clusters Score -1389949 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1389977.250000 Penalty: 883.252625
	Iteration 24Q: 3 clusters Score -1389977 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1390015.125000 Penalty: 883.252625
	Iteration 25Q: 3 clusters Score -1390015 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1390052.875000 Penalty: 883.252625
	Iteration 26Q: 3 clusters Score -1390053 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1390081.125000 Penalty: 883.252625
	Iteration 27Q: 3 clusters Score -1390081 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1390109.000000 Penalty: 883.252625
	Iteration 28Q: 3 clusters Score -1390109 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1390140.625000 Penalty: 883.252625
	Iteration 29Q: 3 clusters Score -1390141 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1390168.750000 Penalty: 883.252625
	Iteration 30Q: 3 clusters Score -1390169 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1390191.125000 Penalty: 883.252625
	Iteration 31Q: 3 clusters Score -1390191 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1390217.000000 Penalty: 883.252625
	Iteration 32Q: 3 clusters Score -1390217 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1390237.875000 Penalty: 883.252625
	Iteration 33Q: 3 clusters Score -1390238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1390255.500000 Penalty: 883.252625
	Iteration 34Q: 3 clusters Score -1390256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1390277.000000 Penalty: 883.252625
	Iteration 35Q: 3 clusters Score -1390277 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1390285.750000 Penalty: 883.252625
	Iteration 36Q: 3 clusters Score -1390286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1390295.875000 Penalty: 883.252625
	Iteration 37Q: 3 clusters Score -1390296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1390310.500000 Penalty: 883.252625
	Iteration 38Q: 3 clusters Score -1390310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1390315.375000 Penalty: 883.252625
	Iteration 39Q: 3 clusters Score -1390315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1390328.750000 Penalty: 883.252625
	Iteration 40F: 3 clusters Score -1390329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1390337.500000 Penalty: 883.252625
	Iteration 41Q: 3 clusters Score -1390338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1390345.125000 Penalty: 883.252625
	Iteration 42Q: 3 clusters Score -1390345 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1390352.875000 Penalty: 883.252625
	Iteration 43Q: 3 clusters Score -1390353 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1390361.375000 Penalty: 883.252625
	Iteration 44Q: 3 clusters Score -1390361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1390374.000000 Penalty: 883.252625
	Iteration 45Q: 3 clusters Score -1390374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1390376.625000 Penalty: 883.252625
	Iteration 46Q: 3 clusters Score -1390377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1390376.500000 Penalty: 883.252625
	Iteration 47Q: 3 clusters Score -1390376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1390381.875000 Penalty: 883.252625
	Iteration 48Q: 3 clusters Score -1390382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1390384.000000 Penalty: 883.252625
	Iteration 49Q: 3 clusters Score -1390384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1390395.250000 Penalty: 883.252625
	Iteration 50Q: 3 clusters Score -1390395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1390402.375000 Penalty: 883.252625
	Iteration 51Q: 3 clusters Score -1390402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1390406.750000 Penalty: 883.252625
	Iteration 52Q: 3 clusters Score -1390407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1390413.500000 Penalty: 883.252625
	Iteration 53Q: 3 clusters Score -1390414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1390416.500000 Penalty: 883.252625
	Iteration 54Q: 3 clusters Score -1390416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1390419.625000 Penalty: 883.252625
	Iteration 55Q: 3 clusters Score -1390420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1390419.875000 Penalty: 883.252625
	Iteration 56Q: 3 clusters Score -1390420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1390422.375000 Penalty: 883.252625
	Iteration 57Q: 3 clusters Score -1390422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1390423.250000 Penalty: 883.252625
	Iteration 58Q: 3 clusters Score -1390423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1390426.875000 Penalty: 883.252625
	Iteration 59Q: 3 clusters Score -1390427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1390424.875000 Penalty: 883.252625
	Iteration 60F: 3 clusters Score -1390425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1390433.625000 Penalty: 883.252625
	Iteration 61Q: 3 clusters Score -1390434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1390434.875000 Penalty: 883.252625
	Iteration 62Q: 3 clusters Score -1390435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1390437.625000 Penalty: 883.252625
	Iteration 63Q: 3 clusters Score -1390438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1390443.125000 Penalty: 883.252625
	Iteration 64Q: 3 clusters Score -1390443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1390442.625000 Penalty: 883.252625
	Iteration 65Q: 3 clusters Score -1390443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1390447.875000 Penalty: 883.252625
	Iteration 66Q: 3 clusters Score -1390448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1390447.875000 Penalty: 883.252625
	Iteration 67Q: 3 clusters Score -1390448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1390453.250000 Penalty: 883.252625
	Iteration 68Q: 3 clusters Score -1390453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1390457.375000 Penalty: 883.252625
	Iteration 69Q: 3 clusters Score -1390457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1390456.375000 Penalty: 883.252625
	Iteration 70Q: 3 clusters Score -1390456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1390458.750000 Penalty: 883.252625
	Iteration 71Q: 3 clusters Score -1390459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1390460.125000 Penalty: 883.252625
	Iteration 72Q: 3 clusters Score -1390460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1390464.125000 Penalty: 883.252625
	Iteration 73Q: 3 clusters Score -1390464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1390465.875000 Penalty: 883.252625
	Iteration 74Q: 3 clusters Score -1390466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1390467.250000 Penalty: 883.252625
	Iteration 75Q: 3 clusters Score -1390467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1390470.625000 Penalty: 883.252625
	Iteration 76Q: 3 clusters Score -1390471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1390470.000000 Penalty: 883.252625
	Iteration 77Q: 3 clusters Score -1390470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1390475.625000 Penalty: 883.252625
	Iteration 78Q: 3 clusters Score -1390476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1390485.250000 Penalty: 883.252625
	Iteration 79Q: 3 clusters Score -1390485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1390494.000000 Penalty: 883.252625
	Iteration 80F: 3 clusters Score -1390494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1390494.750000 Penalty: 883.252625
	Iteration 81Q: 3 clusters Score -1390495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1390494.875000 Penalty: 883.252625
	Iteration 82Q: 3 clusters Score -1390495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1390495.500000 Penalty: 883.252625
	Iteration 83Q: 3 clusters Score -1390496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1390500.750000 Penalty: 883.252625
	Iteration 84Q: 3 clusters Score -1390501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1390499.625000 Penalty: 883.252625
	Iteration 85Q: 3 clusters Score -1390500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1390500.125000 Penalty: 883.252625
	Iteration 86Q: 3 clusters Score -1390500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1390503.125000 Penalty: 883.252625
	Iteration 87Q: 3 clusters Score -1390503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1390502.750000 Penalty: 883.252625
	Iteration 88Q: 3 clusters Score -1390503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1390503.000000 Penalty: 883.252625
	Iteration 89Q: 3 clusters Score -1390503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1390504.500000 Penalty: 883.252625
	Iteration 90Q: 3 clusters Score -1390504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1390503.625000 Penalty: 883.252625
	Iteration 91Q: 3 clusters Score -1390504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1390506.500000 Penalty: 883.252625
	Iteration 92Q: 3 clusters Score -1390506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1390511.250000 Penalty: 883.252625
	Iteration 93Q: 3 clusters Score -1390511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1390511.500000 Penalty: 883.252625
	Iteration 94Q: 3 clusters Score -1390512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1390512.625000 Penalty: 883.252625
	Iteration 95Q: 3 clusters Score -1390513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1390512.250000 Penalty: 883.252625
	Iteration 96Q: 3 clusters Score -1390512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1390511.750000 Penalty: 883.252625
	Iteration 97Q: 3 clusters Score -1390512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1390512.000000 Penalty: 883.252625
	Iteration 98Q: 3 clusters Score -1390512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1390512.000000 Penalty: 883.252625
	Iteration 99F: 3 clusters Score -1390512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -53939.074219 Penalty: 309.710754
	Iteration 0F: 2 clusters Score -53939.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -53197.179688 Penalty: 619.421509
	Iteration 0F: 3 clusters Score -53197.18 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53374.468750 Penalty: 619.421509
	Iteration 1F: 3 clusters Score -53374.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -53399.648438 Penalty: 619.421509
	Iteration 2F: 3 clusters Score -53399.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -53415.968750 Penalty: 619.421509
	Iteration 3Q: 3 clusters Score -53415.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -53432.292969 Penalty: 619.421509
	Iteration 4Q: 3 clusters Score -53432.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53448.769531 Penalty: 619.421509
	Iteration 5Q: 3 clusters Score -53448.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53465.277344 Penalty: 619.421509
	Iteration 6Q: 3 clusters Score -53465.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53483.265625 Penalty: 619.421509
	Iteration 7Q: 3 clusters Score -53483.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -53499.343750 Penalty: 619.421509
	Iteration 8Q: 3 clusters Score -53499.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53519.136719 Penalty: 619.421509
	Iteration 9Q: 3 clusters Score -53519.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53530.250000 Penalty: 619.421509
	Iteration 10Q: 3 clusters Score -53530.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53536.257812 Penalty: 619.421509
	Iteration 11Q: 3 clusters Score -53536.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53541.968750 Penalty: 619.421509
	Iteration 12Q: 3 clusters Score -53541.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53550.859375 Penalty: 619.421509
	Iteration 13Q: 3 clusters Score -53550.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53558.843750 Penalty: 619.421509
	Iteration 14Q: 3 clusters Score -53558.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53564.148438 Penalty: 619.421509
	Iteration 15Q: 3 clusters Score -53564.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53568.203125 Penalty: 619.421509
	Iteration 16Q: 3 clusters Score -53568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53570.707031 Penalty: 619.421509
	Iteration 17Q: 3 clusters Score -53570.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53573.781250 Penalty: 619.421509
	Iteration 18Q: 3 clusters Score -53573.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53577.234375 Penalty: 619.421509
	Iteration 19Q: 3 clusters Score -53577.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53578.757812 Penalty: 619.421509
	Iteration 20F: 3 clusters Score -53578.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53579.070312 Penalty: 619.421509
	Iteration 21Q: 3 clusters Score -53579.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53579.488281 Penalty: 619.421509
	Iteration 22Q: 3 clusters Score -53579.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53579.875000 Penalty: 619.421509
	Iteration 23Q: 3 clusters Score -53579.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53580.324219 Penalty: 619.421509
	Iteration 24Q: 3 clusters Score -53580.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53581.304688 Penalty: 619.421509
	Iteration 25Q: 3 clusters Score -53581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -53585.054688 Penalty: 619.421509
	Iteration 26Q: 3 clusters Score -53585.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53586.937500 Penalty: 619.421509
	Iteration 27Q: 3 clusters Score -53586.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53588.609375 Penalty: 619.421509
	Iteration 28Q: 3 clusters Score -53588.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53594.441406 Penalty: 619.421509
	Iteration 29Q: 3 clusters Score -53594.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53600.515625 Penalty: 619.421509
	Iteration 30Q: 3 clusters Score -53600.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53609.613281 Penalty: 619.421509
	Iteration 31Q: 3 clusters Score -53609.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53614.933594 Penalty: 619.421509
	Iteration 32Q: 3 clusters Score -53614.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53618.550781 Penalty: 619.421509
	Iteration 33Q: 3 clusters Score -53618.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53621.484375 Penalty: 619.421509
	Iteration 34Q: 3 clusters Score -53621.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53624.074219 Penalty: 619.421509
	Iteration 35Q: 3 clusters Score -53624.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53626.460938 Penalty: 619.421509
	Iteration 36Q: 3 clusters Score -53626.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53626.753906 Penalty: 619.421509
	Iteration 37Q: 3 clusters Score -53626.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53626.753906 Penalty: 619.421509
	Iteration 38F: 3 clusters Score -53626.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -20176.496094 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -20176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19771.455078 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -19771.46 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19890.826172 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -19890.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19937.685547 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -19937.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19957.425781 Penalty: 542.216614
	Iteration 3F: 3 clusters Score -19957.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19968.318359 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -19968.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19978.031250 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -19978.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19986.087891 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -19986.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20009.585938 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -20009.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20036.058594 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -20036.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20056.281250 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -20056.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20067.841797 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -20067.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20071.357422 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -20071.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20075.798828 Penalty: 542.216614
	Iteration 12Q: 3 clusters Score -20075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20077.558594 Penalty: 542.216614
	Iteration 13Q: 3 clusters Score -20077.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20079.212891 Penalty: 542.216614
	Iteration 14Q: 3 clusters Score -20079.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20079.212891 Penalty: 542.216614
	Iteration 15F: 3 clusters Score -20079.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2241.356689 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2241.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2508.557617 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2508.558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2591.516602 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2591.517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: 66186.828125 Penalty: 186.292679
	Iteration 2F: 2 clusters Score 66186.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2241.356689 Penalty: 186.292679
	Iteration 3F: 2 clusters Score -2241.357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -27056.802734 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -27056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26568.005859 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -26568.01 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26677.736328 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26677.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26709.470703 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26709.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26731.525391 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -26731.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26751.328125 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -26751.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26764.248047 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26764.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26777.753906 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26777.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26784.789062 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26784.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26791.361328 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26791.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26800.822266 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26800.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26814.072266 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26814.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26820.837891 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -26820.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26829.125000 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -26829.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26834.820312 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -26834.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26839.605469 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -26839.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26842.171875 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -26842.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26842.970703 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -26842.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26842.970703 Penalty: 563.318665
	Iteration 17F: 3 clusters Score -26842.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -8882.567383 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -8882.567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8630.217773 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -8630.218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8682.932617 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -8682.933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8701.357422 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -8701.357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8706.719727 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -8706.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8710.571289 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -8710.571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8711.424805 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -8711.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8711.424805 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -8711.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -35413.144531 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -35413.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34915.023438 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -34915.02 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35063.750000 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -35063.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35142.835938 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -35142.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35269.144531 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -35269.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35345.953125 Penalty: 569.621948
	Iteration 4F: 3 clusters Score -35345.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35388.992188 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -35388.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35400.644531 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -35400.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35406.429688 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -35406.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35406.855469 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -35406.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35407.070312 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -35407.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35407.070312 Penalty: 569.621948
	Iteration 10F: 3 clusters Score -35407.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3846.139893 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3846.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3697.827637 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3697.828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3737.035400 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3737.035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3742.330811 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3742.331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3742.330811 Penalty: 398.764435
	Iteration 3F: 3 clusters Score -3742.331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -93324.570312 Penalty: 320.582825
	Iteration 0F: 2 clusters Score -93324.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -92452.500000 Penalty: 641.165649
	Iteration 0F: 3 clusters Score -92452.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -92706.109375 Penalty: 641.165649
	Iteration 1F: 3 clusters Score -92706.11 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -92736.281250 Penalty: 641.165649
	Iteration 2F: 3 clusters Score -92736.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -92746.960938 Penalty: 641.165649
	Iteration 3Q: 3 clusters Score -92746.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -92756.429688 Penalty: 641.165649
	Iteration 4Q: 3 clusters Score -92756.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -92777.531250 Penalty: 641.165649
	Iteration 5Q: 3 clusters Score -92777.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -92796.804688 Penalty: 641.165649
	Iteration 6Q: 3 clusters Score -92796.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -92812.078125 Penalty: 641.165649
	Iteration 7Q: 3 clusters Score -92812.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -92836.875000 Penalty: 641.165649
	Iteration 8Q: 3 clusters Score -92836.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -92860.195312 Penalty: 641.165649
	Iteration 9Q: 3 clusters Score -92860.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -92878.320312 Penalty: 641.165649
	Iteration 10Q: 3 clusters Score -92878.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -92908.500000 Penalty: 641.165649
	Iteration 11Q: 3 clusters Score -92908.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -92944.648438 Penalty: 641.165649
	Iteration 12Q: 3 clusters Score -92944.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -92983.023438 Penalty: 641.165649
	Iteration 13Q: 3 clusters Score -92983.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -93036.468750 Penalty: 641.165649
	Iteration 14Q: 3 clusters Score -93036.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -93095.289062 Penalty: 641.165649
	Iteration 15Q: 3 clusters Score -93095.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -93152.640625 Penalty: 641.165649
	Iteration 16Q: 3 clusters Score -93152.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -93188.484375 Penalty: 641.165649
	Iteration 17Q: 3 clusters Score -93188.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93223.804688 Penalty: 641.165649
	Iteration 18Q: 3 clusters Score -93223.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -93240.687500 Penalty: 641.165649
	Iteration 19Q: 3 clusters Score -93240.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -93253.929688 Penalty: 641.165649
	Iteration 20F: 3 clusters Score -93253.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -93272.031250 Penalty: 641.165649
	Iteration 21Q: 3 clusters Score -93272.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -93289.781250 Penalty: 641.165649
	Iteration 22Q: 3 clusters Score -93289.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -93314.601562 Penalty: 641.165649
	Iteration 23Q: 3 clusters Score -93314.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -93340.117188 Penalty: 641.165649
	Iteration 24Q: 3 clusters Score -93340.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -93353.429688 Penalty: 641.165649
	Iteration 25Q: 3 clusters Score -93353.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -93359.265625 Penalty: 641.165649
	Iteration 26Q: 3 clusters Score -93359.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -93360.257812 Penalty: 641.165649
	Iteration 27Q: 3 clusters Score -93360.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -93360.679688 Penalty: 641.165649
	Iteration 28Q: 3 clusters Score -93360.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -93361.265625 Penalty: 641.165649
	Iteration 29Q: 3 clusters Score -93361.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -93361.265625 Penalty: 641.165649
	Iteration 30F: 3 clusters Score -93361.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 436 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 525 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 712 members 
Entering Unmasked Estep 
Score: -14137098.000000 Penalty: 60165.023438
Splitting cluster 70 changes total score from -14137302.000000 to -14137098.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 71 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -12253.033203 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -12253.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11950.195312 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11950.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12046.258789 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -12046.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12098.304688 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -12098.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12142.001953 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -12142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12146.841797 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -12146.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12161.382812 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -12161.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12178.825195 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -12178.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12180.076172 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -12180.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12190.189453 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -12190.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12193.357422 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -12193.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12193.357422 Penalty: 495.260010
	Iteration 10F: 3 clusters Score -12193.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -14099.216797 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -14099.22 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 112 members 
Entering Unmasked Estep 
Score: -13775.645508 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -13775.65 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13873.989258 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -13873.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13908.368164 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -13908.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13919.297852 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -13919.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13925.634766 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -13925.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13932.083984 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -13932.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13936.881836 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -13936.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13946.157227 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -13946.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13949.297852 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -13949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13951.552734 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -13951.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13953.922852 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -13953.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13959.139648 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -13959.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13961.044922 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -13961.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13965.858398 Penalty: 503.538452
	Iteration 13Q: 3 clusters Score -13965.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13968.744141 Penalty: 503.538452
	Iteration 14Q: 3 clusters Score -13968.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13969.756836 Penalty: 503.538452
	Iteration 15Q: 3 clusters Score -13969.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13970.527344 Penalty: 503.538452
	Iteration 16Q: 3 clusters Score -13970.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13971.710938 Penalty: 503.538452
	Iteration 17Q: 3 clusters Score -13971.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13972.134766 Penalty: 503.538452
	Iteration 18Q: 3 clusters Score -13972.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13972.134766 Penalty: 503.538452
	Iteration 19F: 3 clusters Score -13972.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -20199.439453 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -20199.44 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 182 members 
Entering Unmasked Estep 
Score: -19801.158203 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -19801.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19897.626953 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -19897.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19949.072266 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -19949.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20009.990234 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -20009.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20053.748047 Penalty: 533.590454
	Iteration 4F: 3 clusters Score -20053.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20062.791016 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -20062.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20068.003906 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -20068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20071.052734 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -20071.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20074.431641 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -20074.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20076.960938 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -20076.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20081.009766 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -20081.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20085.501953 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -20085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20088.095703 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -20088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20090.726562 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -20090.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20091.814453 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -20091.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20091.814453 Penalty: 533.590454
	Iteration 15F: 3 clusters Score -20091.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -29982.455078 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -29982.46 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 206 members 
Entering Unmasked Estep 
Score: -29511.755859 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -29511.76 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29622.574219 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -29622.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29662.363281 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -29662.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29681.857422 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -29681.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29691.837891 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -29691.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29702.171875 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -29702.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29713.609375 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -29713.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29722.412109 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -29722.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29726.832031 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -29726.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29729.421875 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -29729.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29729.818359 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -29729.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29730.705078 Penalty: 554.720032
	Iteration 11Q: 3 clusters Score -29730.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29732.205078 Penalty: 554.720032
	Iteration 12Q: 3 clusters Score -29732.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29735.542969 Penalty: 554.720032
	Iteration 13Q: 3 clusters Score -29735.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29736.251953 Penalty: 554.720032
	Iteration 14Q: 3 clusters Score -29736.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29737.740234 Penalty: 554.720032
	Iteration 15Q: 3 clusters Score -29737.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29739.625000 Penalty: 554.720032
	Iteration 16Q: 3 clusters Score -29739.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29740.744141 Penalty: 554.720032
	Iteration 17Q: 3 clusters Score -29740.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29741.490234 Penalty: 554.720032
	Iteration 18Q: 3 clusters Score -29741.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29743.347656 Penalty: 554.720032
	Iteration 19Q: 3 clusters Score -29743.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29744.765625 Penalty: 554.720032
	Iteration 20F: 3 clusters Score -29744.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29746.310547 Penalty: 554.720032
	Iteration 21Q: 3 clusters Score -29746.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29751.238281 Penalty: 554.720032
	Iteration 22Q: 3 clusters Score -29751.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29759.318359 Penalty: 554.720032
	Iteration 23Q: 3 clusters Score -29759.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29763.904297 Penalty: 554.720032
	Iteration 24Q: 3 clusters Score -29763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29767.646484 Penalty: 554.720032
	Iteration 25Q: 3 clusters Score -29767.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29770.197266 Penalty: 554.720032
	Iteration 26Q: 3 clusters Score -29770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29771.105469 Penalty: 554.720032
	Iteration 27Q: 3 clusters Score -29771.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -29771.673828 Penalty: 554.720032
	Iteration 28Q: 3 clusters Score -29771.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29773.960938 Penalty: 554.720032
	Iteration 29Q: 3 clusters Score -29773.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29774.904297 Penalty: 554.720032
	Iteration 30Q: 3 clusters Score -29774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29776.378906 Penalty: 554.720032
	Iteration 31Q: 3 clusters Score -29776.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -29776.378906 Penalty: 554.720032
	Iteration 32F: 3 clusters Score -29776.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15375.674805 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -15375.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15075.652344 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -15075.65 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15160.747070 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -15160.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15188.832031 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -15188.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15206.504883 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -15206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15220.068359 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -15220.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15240.584961 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -15240.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15249.015625 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -15249.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15253.067383 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -15253.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15259.330078 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -15259.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15267.201172 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -15267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15269.886719 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -15269.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15273.119141 Penalty: 493.268707
	Iteration 11Q: 3 clusters Score -15273.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15275.000977 Penalty: 493.268707
	Iteration 12Q: 3 clusters Score -15275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15276.333008 Penalty: 493.268707
	Iteration 13Q: 3 clusters Score -15276.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15276.333008 Penalty: 493.268707
	Iteration 14F: 3 clusters Score -15276.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -13372.261719 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -13372.26 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 99 members 
Entering Unmasked Estep 
Score: -13092.407227 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -13092.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13162.887695 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -13162.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13198.213867 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -13198.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13239.039062 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -13239.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13252.954102 Penalty: 490.405548
	Iteration 4F: 3 clusters Score -13252.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13253.105469 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -13253.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13253.105469 Penalty: 490.405548
	Iteration 6F: 3 clusters Score -13253.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -13987.830078 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -13987.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13674.541992 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13674.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13840.512695 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -13840.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13891.191406 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -13891.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13917.232422 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -13917.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13931.250977 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -13931.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13947.113281 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -13947.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13950.938477 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -13950.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13954.906250 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -13954.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13956.750000 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -13956.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13956.750000 Penalty: 511.785614
	Iteration 9F: 3 clusters Score -13956.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -22084.912109 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -22084.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21666.283203 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -21666.28 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21797.691406 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -21797.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21825.328125 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -21825.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21836.812500 Penalty: 544.308716
	Iteration 3Q: 3 clusters Score -21836.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21846.343750 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -21846.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21849.593750 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -21849.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21850.535156 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -21850.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21851.011719 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -21851.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21853.195312 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -21853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21854.167969 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -21854.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21854.757812 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -21854.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21854.757812 Penalty: 544.308716
	Iteration 11F: 3 clusters Score -21854.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -24398.527344 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -24398.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23957.111328 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -23957.11 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24077.304688 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -24077.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24092.804688 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -24092.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24109.578125 Penalty: 555.129028
	Iteration 3Q: 3 clusters Score -24109.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24118.316406 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -24118.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24123.416016 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -24123.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24125.039062 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -24125.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24125.332031 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -24125.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24125.814453 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -24125.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24125.814453 Penalty: 555.129028
	Iteration 9F: 3 clusters Score -24125.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -23139.091797 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -23139.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22661.646484 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -22661.65 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23001.298828 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -23001.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23348.960938 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -23348.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23669.441406 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -23669.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23762.693359 Penalty: 569.969238
	Iteration 4F: 3 clusters Score -23762.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -23821.839844 Penalty: 569.969238
	Iteration 5F: 3 clusters Score -23821.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23865.921875 Penalty: 569.969238
	Iteration 6F: 3 clusters Score -23865.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23901.757812 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -23901.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23933.281250 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -23933.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23960.091797 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -23960.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23980.783203 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -23980.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23999.882812 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -23999.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -24017.515625 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -24017.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24027.236328 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -24027.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24034.167969 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -24034.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24034.494141 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -24034.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24039.523438 Penalty: 569.969238
	Iteration 16F: 3 clusters Score -24039.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -24054.544922 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -24054.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24061.125000 Penalty: 569.969238
	Iteration 18Q: 3 clusters Score -24061.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -24066.828125 Penalty: 569.969238
	Iteration 19Q: 3 clusters Score -24066.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -24070.667969 Penalty: 569.969238
	Iteration 20F: 3 clusters Score -24070.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -24075.173828 Penalty: 569.969238
	Iteration 21Q: 3 clusters Score -24075.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -24075.173828 Penalty: 569.969238
	Iteration 22F: 3 clusters Score -24075.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 162 members 
Mstep: Class 81 contains 285 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 363 members 
Entering Unmasked Estep 
Score: -14137960.000000 Penalty: 60165.023438
Splitting cluster 80 changes total score from -14137302.000000 to -14137960.000000
So it's getting split into cluster 107.
Entering ConstructFrom: 
Trying to split cluster 81 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -18040.935547 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -18040.94 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 145 members 
Entering Unmasked Estep 
Score: -17691.375000 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -17691.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17812.414062 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -17812.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17850.289062 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -17850.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17863.066406 Penalty: 514.376526
	Iteration 3Q: 3 clusters Score -17863.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17891.410156 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -17891.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17928.507812 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -17928.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17969.273438 Penalty: 514.376526
	Iteration 6F: 3 clusters Score -17969.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -17997.242188 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -17997.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18013.392578 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -18013.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18038.974609 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -18038.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18052.304688 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -18052.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18058.783203 Penalty: 514.376526
	Iteration 11Q: 3 clusters Score -18058.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18061.107422 Penalty: 514.376526
	Iteration 12Q: 3 clusters Score -18061.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18061.107422 Penalty: 514.376526
	Iteration 13F: 3 clusters Score -18061.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 162 members 
Mstep: Class 81 contains 92 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 422 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 363 members 
Mstep: Class 108 contains 193 members 
Entering Unmasked Estep 
Score: -14137684.000000 Penalty: 60727.312500
Splitting cluster 81 changes total score from -14137302.000000 to -14137684.000000
So it's getting split into cluster 108.
Entering ConstructFrom: 
Trying to split cluster 82 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -14768.084961 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -14768.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14493.808594 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -14493.81 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14565.962891 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -14565.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14588.530273 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -14588.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14605.309570 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -14605.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14628.469727 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -14628.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14661.987305 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -14661.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14679.935547 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -14679.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14696.768555 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -14696.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14706.921875 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -14706.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14713.457031 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -14713.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14714.656250 Penalty: 483.501770
	Iteration 10F: 3 clusters Score -14714.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14721.140625 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -14721.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14722.835938 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -14722.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14722.835938 Penalty: 483.501770
	Iteration 13F: 3 clusters Score -14722.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -80423.015625 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -80423.02 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 646 members 
Entering Unmasked Estep 
Score: -79430.695312 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -79430.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -79695.375000 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -79695.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -79737.023438 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -79737.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -79776.929688 Penalty: 654.007996
	Iteration 3Q: 3 clusters Score -79776.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -79809.953125 Penalty: 654.007996
	Iteration 4Q: 3 clusters Score -79809.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -79834.523438 Penalty: 654.007996
	Iteration 5Q: 3 clusters Score -79834.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -79852.132812 Penalty: 654.007996
	Iteration 6Q: 3 clusters Score -79852.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -79873.960938 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -79873.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79904.335938 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -79904.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79929.398438 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -79929.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79950.867188 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -79950.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79961.937500 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -79961.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79972.101562 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -79972.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79983.398438 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -79983.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -79991.359375 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -79991.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80000.296875 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -80000.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80020.210938 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -80020.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -80039.359375 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -80039.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -80053.523438 Penalty: 654.007996
	Iteration 18Q: 3 clusters Score -80053.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80067.585938 Penalty: 654.007996
	Iteration 19Q: 3 clusters Score -80067.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80079.601562 Penalty: 654.007996
	Iteration 20F: 3 clusters Score -80079.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80094.289062 Penalty: 654.007996
	Iteration 21Q: 3 clusters Score -80094.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80106.773438 Penalty: 654.007996
	Iteration 22Q: 3 clusters Score -80106.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80112.968750 Penalty: 654.007996
	Iteration 23Q: 3 clusters Score -80112.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80116.218750 Penalty: 654.007996
	Iteration 24Q: 3 clusters Score -80116.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80120.789062 Penalty: 654.007996
	Iteration 25Q: 3 clusters Score -80120.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80124.320312 Penalty: 654.007996
	Iteration 26Q: 3 clusters Score -80124.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80128.328125 Penalty: 654.007996
	Iteration 27Q: 3 clusters Score -80128.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -80132.210938 Penalty: 654.007996
	Iteration 28Q: 3 clusters Score -80132.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80133.898438 Penalty: 654.007996
	Iteration 29Q: 3 clusters Score -80133.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80137.117188 Penalty: 654.007996
	Iteration 30Q: 3 clusters Score -80137.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80138.437500 Penalty: 654.007996
	Iteration 31Q: 3 clusters Score -80138.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80139.632812 Penalty: 654.007996
	Iteration 32Q: 3 clusters Score -80139.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80139.632812 Penalty: 654.007996
	Iteration 33F: 3 clusters Score -80139.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (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: -17087.566406 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -17087.57 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 174 members 
Entering Unmasked Estep 
Score: -16704.564453 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -16704.56 nChanged 99
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: -16855.296875 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -16855.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16907.195312 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -16907.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16937.779297 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -16937.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16954.087891 Penalty: 529.357117
	Iteration 4F: 3 clusters Score -16954.09 nChanged 7
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: -16960.132812 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -16960.13 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: -16967.304688 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -16967.3 nChanged 6
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: -16976.750000 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -16976.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16983.199219 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -16983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -16989.054688 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -16989.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17001.966797 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -17001.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17012.373047 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -17012.37 nChanged 4
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: -17019.890625 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -17019.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17026.160156 Penalty: 529.357117
	Iteration 13Q: 3 clusters Score -17026.16 nChanged 3
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: -17029.554688 Penalty: 529.357117
	Iteration 14Q: 3 clusters Score -17029.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17032.037109 Penalty: 529.357117
	Iteration 15Q: 3 clusters Score -17032.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17033.335938 Penalty: 529.357117
	Iteration 16Q: 3 clusters Score -17033.34 nChanged 1
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: -17035.785156 Penalty: 529.357117
	Iteration 17Q: 3 clusters Score -17035.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17037.753906 Penalty: 529.357117
	Iteration 18Q: 3 clusters Score -17037.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17040.404297 Penalty: 529.357117
	Iteration 19Q: 3 clusters Score -17040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17045.123047 Penalty: 529.357117
	Iteration 20F: 3 clusters Score -17045.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17045.925781 Penalty: 529.357117
	Iteration 21Q: 3 clusters Score -17045.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17046.363281 Penalty: 529.357117
	Iteration 22Q: 3 clusters Score -17046.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17048.287109 Penalty: 529.357117
	Iteration 23Q: 3 clusters Score -17048.29 nChanged 2
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: -17049.638672 Penalty: 529.357117
	Iteration 24Q: 3 clusters Score -17049.64 nChanged 3
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: -17053.615234 Penalty: 529.357117
	Iteration 25Q: 3 clusters Score -17053.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17054.875000 Penalty: 529.357117
	Iteration 26Q: 3 clusters Score -17054.88 nChanged 4
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: -17057.251953 Penalty: 529.357117
	Iteration 27Q: 3 clusters Score -17057.25 nChanged 1
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: -17058.021484 Penalty: 529.357117
	Iteration 28Q: 3 clusters Score -17058.02 nChanged 1
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: -17058.347656 Penalty: 529.357117
	Iteration 29Q: 3 clusters Score -17058.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17058.533203 Penalty: 529.357117
	Iteration 30Q: 3 clusters Score -17058.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17058.533203 Penalty: 529.357117
	Iteration 31F: 3 clusters Score -17058.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -32055.757812 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -32055.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31610.494141 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -31610.49 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31773.482422 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -31773.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31829.185547 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -31829.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31860.392578 Penalty: 550.095459
	Iteration 3F: 3 clusters Score -31860.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31883.671875 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -31883.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31915.294922 Penalty: 550.095459
	Iteration 5Q: 3 clusters Score -31915.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31947.796875 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -31947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32009.425781 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -32009.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32047.279297 Penalty: 550.095459
	Iteration 8F: 3 clusters Score -32047.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32070.558594 Penalty: 550.095459
	Iteration 9Q: 3 clusters Score -32070.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32082.779297 Penalty: 550.095459
	Iteration 10Q: 3 clusters Score -32082.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32090.628906 Penalty: 550.095459
	Iteration 11Q: 3 clusters Score -32090.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32098.955078 Penalty: 550.095459
	Iteration 12Q: 3 clusters Score -32098.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32100.916016 Penalty: 550.095459
	Iteration 13Q: 3 clusters Score -32100.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32101.171875 Penalty: 550.095459
	Iteration 14Q: 3 clusters Score -32101.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32101.171875 Penalty: 550.095459
	Iteration 15F: 3 clusters Score -32101.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 162 members 
Mstep: Class 81 contains 92 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 165 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 363 members 
Mstep: Class 108 contains 193 members 
Mstep: Class 109 contains 257 members 
Entering Unmasked Estep 
Score: -14137430.000000 Penalty: 61289.605469
Splitting cluster 85 changes total score from -14137302.000000 to -14137430.000000
So it's getting split into cluster 109.
Entering ConstructFrom: 
Trying to split cluster 86 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5442.139648 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5442.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5206.805176 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5206.805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5250.288574 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5250.289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5266.352539 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5266.353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5291.180664 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5291.181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5322.105469 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -5322.105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5337.208008 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5337.208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5354.262207 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -5354.262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5388.503418 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -5388.503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5395.734863 Penalty: 432.576691
	Iteration 8Q: 3 clusters Score -5395.735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5395.734863 Penalty: 432.576691
	Iteration 9F: 3 clusters Score -5395.735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -10823.350586 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -10823.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10552.250977 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -10552.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10634.710938 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -10634.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10660.885742 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -10660.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10673.887695 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -10673.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10688.018555 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -10688.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10703.805664 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -10703.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10709.177734 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -10709.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10712.563477 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -10712.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10716.079102 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -10716.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10718.154297 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -10718.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10720.312500 Penalty: 467.891388
	Iteration 10Q: 3 clusters Score -10720.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10720.312500 Penalty: 467.891388
	Iteration 11F: 3 clusters Score -10720.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7825.686523 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7825.687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7570.989746 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7570.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7609.041992 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7609.042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7629.496094 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -7629.496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7641.177734 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7641.178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7641.177734 Penalty: 460.118378
	Iteration 4F: 3 clusters Score -7641.178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8838.536133 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8838.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8595.651367 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -8595.651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8636.974609 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8636.975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8648.036133 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8648.036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8650.919922 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8650.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8653.206055 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8653.206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8654.719727 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -8654.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8656.146484 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -8656.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8656.146484 Penalty: 447.051605
	Iteration 7F: 3 clusters Score -8656.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -12703.045898 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -12703.05 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 91 members 
Entering Unmasked Estep 
Score: -12418.483398 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -12418.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12504.850586 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -12504.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12521.493164 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -12521.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12528.445312 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -12528.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12533.224609 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -12533.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12534.823242 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -12534.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12535.655273 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -12535.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12535.655273 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -12535.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -14781.564453 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -14781.56 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 132 members 
Entering Unmasked Estep 
Score: -14462.408203 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -14462.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14595.242188 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -14595.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14645.612305 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -14645.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14682.425781 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -14682.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14694.751953 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -14694.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14702.541016 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -14702.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14711.955078 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -14711.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14714.317383 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -14714.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14717.236328 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -14717.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14717.236328 Penalty: 513.413574
	Iteration 9F: 3 clusters Score -14717.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -11823.848633 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -11823.85 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 91 members 
Entering Unmasked Estep 
Score: -11552.559570 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -11552.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11625.379883 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -11625.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11647.557617 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -11647.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11649.849609 Penalty: 474.063232
	Iteration 3Q: 3 clusters Score -11649.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11651.916016 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -11651.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11651.916016 Penalty: 474.063232
	Iteration 5F: 3 clusters Score -11651.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -19577.912109 Penalty: 287.101288
	Iteration 0F: 2 clusters Score -19577.91 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 282 members 
Entering Unmasked Estep 
Score: -19062.812500 Penalty: 574.202576
	Iteration 0F: 3 clusters Score -19062.81 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19293.011719 Penalty: 574.202576
	Iteration 1F: 3 clusters Score -19293.01 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19430.244141 Penalty: 574.202576
	Iteration 2F: 3 clusters Score -19430.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19517.208984 Penalty: 574.202576
	Iteration 3F: 3 clusters Score -19517.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19562.576172 Penalty: 574.202576
	Iteration 4F: 3 clusters Score -19562.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19584.593750 Penalty: 574.202576
	Iteration 5Q: 3 clusters Score -19584.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19602.757812 Penalty: 574.202576
	Iteration 6Q: 3 clusters Score -19602.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19615.138672 Penalty: 574.202576
	Iteration 7Q: 3 clusters Score -19615.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19619.634766 Penalty: 574.202576
	Iteration 8Q: 3 clusters Score -19619.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19622.804688 Penalty: 574.202576
	Iteration 9Q: 3 clusters Score -19622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19623.048828 Penalty: 574.202576
	Iteration 10Q: 3 clusters Score -19623.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19623.048828 Penalty: 574.202576
	Iteration 11F: 3 clusters Score -19623.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 162 members 
Mstep: Class 81 contains 92 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 165 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 306 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 363 members 
Mstep: Class 108 contains 193 members 
Mstep: Class 109 contains 257 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
Score: -14137199.000000 Penalty: 61851.894531
Splitting cluster 93 changes total score from -14137302.000000 to -14137199.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 94 (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: -44847.179688 Penalty: 298.333405
	Iteration 0F: 2 clusters Score -44847.18 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 357 members 
Entering Unmasked Estep 
Score: -44264.875000 Penalty: 596.666809
	Iteration 0F: 3 clusters Score -44264.88 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44580.292969 Penalty: 596.666809
	Iteration 1F: 3 clusters Score -44580.29 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44672.000000 Penalty: 596.666809
	Iteration 2F: 3 clusters Score -44672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44709.035156 Penalty: 596.666809
	Iteration 3Q: 3 clusters Score -44709.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44732.617188 Penalty: 596.666809
	Iteration 4Q: 3 clusters Score -44732.62 nChanged 16
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: -44744.226562 Penalty: 596.666809
	Iteration 5Q: 3 clusters Score -44744.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -44748.820312 Penalty: 596.666809
	Iteration 6Q: 3 clusters Score -44748.82 nChanged 6
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: -44752.199219 Penalty: 596.666809
	Iteration 7Q: 3 clusters Score -44752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -44757.906250 Penalty: 596.666809
	Iteration 8Q: 3 clusters Score -44757.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44763.453125 Penalty: 596.666809
	Iteration 9Q: 3 clusters Score -44763.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -44767.222656 Penalty: 596.666809
	Iteration 10Q: 3 clusters Score -44767.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44768.835938 Penalty: 596.666809
	Iteration 11Q: 3 clusters Score -44768.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -44769.714844 Penalty: 596.666809
	Iteration 12Q: 3 clusters Score -44769.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -44770.601562 Penalty: 596.666809
	Iteration 13Q: 3 clusters Score -44770.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -44770.601562 Penalty: 596.666809
	Iteration 14F: 3 clusters Score -44770.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -53078.828125 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -53078.83 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 387 members 
Entering Unmasked Estep 
Score: -52454.515625 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -52454.52 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52682.367188 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -52682.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52805.562500 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -52805.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52896.550781 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -52896.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -52948.484375 Penalty: 604.347534
	Iteration 4F: 3 clusters Score -52948.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52992.507812 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -52992.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53032.773438 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -53032.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53059.617188 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -53059.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53084.242188 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -53084.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53104.906250 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -53104.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53124.527344 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -53124.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53141.281250 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -53141.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53156.148438 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -53156.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53174.386719 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -53174.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53187.320312 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -53187.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53204.796875 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -53204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53213.976562 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -53213.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -53220.324219 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -53220.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53225.222656 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -53225.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53225.753906 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -53225.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53225.753906 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -53225.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 162 members 
Mstep: Class 81 contains 92 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 165 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 451 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 329 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 363 members 
Mstep: Class 108 contains 193 members 
Mstep: Class 109 contains 257 members 
Mstep: Class 110 contains 315 members 
Entering Unmasked Estep 
Score: -14137292.000000 Penalty: 61851.894531
Splitting cluster 95 changes total score from -14137302.000000 to -14137292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (33 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1382.990967 Penalty: 159.091095
	Iteration 0F: 2 clusters Score -1382.991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1378.364258 Penalty: 318.182190
	Iteration 0F: 3 clusters Score -1378.364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 12 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 21222.882812 Penalty: 159.091095
	Iteration 1F: 2 clusters Score 21222.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1382.990967 Penalty: 159.091095
	Iteration 2F: 2 clusters Score -1382.991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -3353.673340 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -3353.673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3171.926270 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -3171.926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3281.220703 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -3281.221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3295.963623 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -3295.964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3302.438721 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -3302.439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3304.766602 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -3304.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3305.866943 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -3305.867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3307.565430 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -3307.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3307.565430 Penalty: 428.567261
	Iteration 7F: 3 clusters Score -3307.565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (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: -24845.361328 Penalty: 264.270477
	Iteration 0F: 2 clusters Score -24845.36 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 178 members 
Entering Unmasked Estep 
Score: -24478.824219 Penalty: 528.540955
	Iteration 0F: 3 clusters Score -24478.82 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24572.236328 Penalty: 528.540955
	Iteration 1F: 3 clusters Score -24572.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24596.640625 Penalty: 528.540955
	Iteration 2F: 3 clusters Score -24596.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24624.169922 Penalty: 528.540955
	Iteration 3Q: 3 clusters Score -24624.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24635.859375 Penalty: 528.540955
	Iteration 4Q: 3 clusters Score -24635.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24641.814453 Penalty: 528.540955
	Iteration 5Q: 3 clusters Score -24641.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24643.156250 Penalty: 528.540955
	Iteration 6Q: 3 clusters Score -24643.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24645.072266 Penalty: 528.540955
	Iteration 7Q: 3 clusters Score -24645.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24650.406250 Penalty: 528.540955
	Iteration 8Q: 3 clusters Score -24650.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24657.984375 Penalty: 528.540955
	Iteration 9Q: 3 clusters Score -24657.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24658.800781 Penalty: 528.540955
	Iteration 10Q: 3 clusters Score -24658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24659.455078 Penalty: 528.540955
	Iteration 11Q: 3 clusters Score -24659.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24660.212891 Penalty: 528.540955
	Iteration 12Q: 3 clusters Score -24660.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24660.427734 Penalty: 528.540955
	Iteration 13Q: 3 clusters Score -24660.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24660.427734 Penalty: 528.540955
	Iteration 14F: 3 clusters Score -24660.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -7761.605957 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -7761.606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7554.573242 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -7554.573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7593.334961 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -7593.335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7602.548828 Penalty: 433.357849
	Iteration 2Q: 3 clusters Score -7602.549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7604.207031 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -7604.207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7607.498047 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -7607.498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7608.689453 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -7608.689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7608.689453 Penalty: 433.357849
	Iteration 6F: 3 clusters Score -7608.689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -5785.279785 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5785.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5558.862793 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -5558.863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5614.855957 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -5614.856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5646.693848 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -5646.694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5657.965820 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -5657.966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5676.362305 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -5676.362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5684.184082 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -5684.184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5684.184082 Penalty: 426.073944
	Iteration 6F: 3 clusters Score -5684.184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1326.918091 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1326.918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1254.327637 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1254.328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1279.331177 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1279.331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1287.366089 Penalty: 352.279297
	Iteration 2Q: 3 clusters Score -1287.366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1295.002930 Penalty: 352.279297
	Iteration 3Q: 3 clusters Score -1295.003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1295.002930 Penalty: 352.279297
	Iteration 4F: 3 clusters Score -1295.003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9847.541016 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9847.541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9611.458008 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9611.458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9646.899414 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9646.899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9656.937500 Penalty: 459.536926
	Iteration 2Q: 3 clusters Score -9656.938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9665.434570 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -9665.435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9666.127930 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9666.128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9667.523438 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -9667.523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9669.644531 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -9669.645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9670.111328 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -9670.111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9670.111328 Penalty: 459.536926
	Iteration 8F: 3 clusters Score -9670.111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -34405.289062 Penalty: 281.001953
	Iteration 0F: 2 clusters Score -34405.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33956.382812 Penalty: 562.003906
	Iteration 0F: 3 clusters Score -33956.38 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34164.976562 Penalty: 562.003906
	Iteration 1F: 3 clusters Score -34164.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34260.945312 Penalty: 562.003906
	Iteration 2F: 3 clusters Score -34260.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34296.902344 Penalty: 562.003906
	Iteration 3F: 3 clusters Score -34296.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34305.519531 Penalty: 562.003906
	Iteration 4Q: 3 clusters Score -34305.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -34314.679688 Penalty: 562.003906
	Iteration 5Q: 3 clusters Score -34314.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34322.496094 Penalty: 562.003906
	Iteration 6Q: 3 clusters Score -34322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34325.898438 Penalty: 562.003906
	Iteration 7Q: 3 clusters Score -34325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34327.730469 Penalty: 562.003906
	Iteration 8Q: 3 clusters Score -34327.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34331.457031 Penalty: 562.003906
	Iteration 9Q: 3 clusters Score -34331.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -34333.343750 Penalty: 562.003906
	Iteration 10Q: 3 clusters Score -34333.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34334.218750 Penalty: 562.003906
	Iteration 11Q: 3 clusters Score -34334.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34334.414062 Penalty: 562.003906
	Iteration 12Q: 3 clusters Score -34334.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34334.414062 Penalty: 562.003906
	Iteration 13F: 3 clusters Score -34334.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (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: -12952.237305 Penalty: 263.720612
	Iteration 0F: 2 clusters Score -12952.24 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 159 members 
Entering Unmasked Estep 
Score: -12607.905273 Penalty: 527.441223
	Iteration 0F: 3 clusters Score -12607.91 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12787.929688 Penalty: 527.441223
	Iteration 1F: 3 clusters Score -12787.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12945.775391 Penalty: 527.441223
	Iteration 2F: 3 clusters Score -12945.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13008.584961 Penalty: 527.441223
	Iteration 3F: 3 clusters Score -13008.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13137.279297 Penalty: 527.441223
	Iteration 4F: 3 clusters Score -13137.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13313.571289 Penalty: 527.441223
	Iteration 5Q: 3 clusters Score -13313.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13378.465820 Penalty: 527.441223
	Iteration 6Q: 3 clusters Score -13378.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13418.487305 Penalty: 527.441223
	Iteration 7Q: 3 clusters Score -13418.49 nChanged 9
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: -13441.542969 Penalty: 527.441223
	Iteration 8Q: 3 clusters Score -13441.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13474.303711 Penalty: 527.441223
	Iteration 9Q: 3 clusters Score -13474.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13519.261719 Penalty: 527.441223
	Iteration 10Q: 3 clusters Score -13519.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13677.699219 Penalty: 527.441223
	Iteration 11Q: 3 clusters Score -13677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13793.973633 Penalty: 527.441223
	Iteration 12Q: 3 clusters Score -13793.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13793.973633 Penalty: 527.441223
	Iteration 13F: 3 clusters Score -13793.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 162 members 
Mstep: Class 81 contains 92 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 165 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 132 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 363 members 
Mstep: Class 108 contains 193 members 
Mstep: Class 109 contains 257 members 
Mstep: Class 110 contains 197 members 
Entering Unmasked Estep 
Score: -14137978.000000 Penalty: 61851.894531
Splitting cluster 104 changes total score from -14137302.000000 to -14137978.000000
So it's getting split into cluster 110.
Entering ConstructFrom: 
Trying to split cluster 105 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2738.939453 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2738.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2595.939941 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2595.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2648.493408 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2648.493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2665.237793 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2665.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2665.237793 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -2665.238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (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: -20468.105469 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -20468.11 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 126 members 
Entering Unmasked Estep 
Score: -20106.132812 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -20106.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20201.408203 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -20201.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20236.171875 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -20236.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20245.535156 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -20245.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20262.957031 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -20262.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20271.878906 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -20271.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20273.451172 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -20273.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20273.451172 Penalty: 519.949707
	Iteration 7F: 3 clusters Score -20273.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118951 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 307 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 237 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16417 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1148 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 162 members 
Mstep: Class 81 contains 92 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 165 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 704 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 481 members 
Mstep: Class 104 contains 132 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14138148.000000 Penalty: 61851.894531
Iteration 199F: 111 clusters Score -1.413815e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118949 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 306 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2041 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 230 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1126 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16416 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1139 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 444 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 154 members 
Mstep: Class 81 contains 92 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 185 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 687 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 478 members 
Mstep: Class 104 contains 133 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 366 members 
Mstep: Class 108 contains 214 members 
Mstep: Class 109 contains 258 members 
Mstep: Class 110 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14138466.000000 Penalty: 61851.894531
Iteration 200F: 111 clusters Score -1.413847e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118943 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2036 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1127 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16410 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1133 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 145 members 
Mstep: Class 81 contains 95 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 206 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 663 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 117 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 477 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 366 members 
Mstep: Class 108 contains 237 members 
Mstep: Class 109 contains 260 members 
Mstep: Class 110 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14138668.000000 Penalty: 61851.894531
Iteration 201Q: 111 clusters Score -1.413867e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118936 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 300 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 627 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2029 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21045 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1130 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16403 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 155 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1134 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 136 members 
Mstep: Class 81 contains 94 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 219 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 198 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 183 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 637 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 333 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 477 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 368 members 
Mstep: Class 108 contains 262 members 
Mstep: Class 109 contains 263 members 
Mstep: Class 110 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14138856.000000 Penalty: 61851.894531
Iteration 202Q: 111 clusters Score -1.413886e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118932 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20730 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 622 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2029 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21048 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1129 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16396 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 159 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1137 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 129 members 
Mstep: Class 81 contains 93 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 223 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 619 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 334 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 476 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 369 members 
Mstep: Class 108 contains 282 members 
Mstep: Class 109 contains 264 members 
Mstep: Class 110 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14138993.000000 Penalty: 61851.894531
Iteration 203Q: 111 clusters Score -1.413899e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118933 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20728 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2027 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21049 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 212 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1129 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16392 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 156 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1137 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 126 members 
Mstep: Class 81 contains 93 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 225 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 614 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 334 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 477 members 
Mstep: Class 104 contains 134 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 366 members 
Mstep: Class 108 contains 293 members 
Mstep: Class 109 contains 267 members 
Mstep: Class 110 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139061.000000 Penalty: 61851.894531
Iteration 204Q: 111 clusters Score -1.413906e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118933 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20726 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 612 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2028 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 212 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1130 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16389 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 154 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1136 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 123 members 
Mstep: Class 81 contains 95 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 608 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 476 members 
Mstep: Class 104 contains 134 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 364 members 
Mstep: Class 108 contains 303 members 
Mstep: Class 109 contains 266 members 
Mstep: Class 110 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139394.000000 Penalty: 61851.894531
Iteration 205Q: 111 clusters Score -1.413939e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2021 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 214 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1131 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16389 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 149 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1136 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 96 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 233 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 602 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 476 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 363 members 
Mstep: Class 108 contains 314 members 
Mstep: Class 109 contains 268 members 
Mstep: Class 110 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139423.000000 Penalty: 61851.894531
Iteration 206Q: 111 clusters Score -1.413942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 603 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2020 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 215 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 149 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1136 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 95 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 596 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 476 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 326 members 
Mstep: Class 109 contains 273 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139451.000000 Penalty: 61851.894531
Iteration 207Q: 111 clusters Score -1.413945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 601 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2016 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1139 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 93 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 333 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139455.000000 Penalty: 61851.894531
Iteration 208Q: 111 clusters Score -1.413946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 152 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 91 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 336 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 340 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139475.000000 Penalty: 61851.894531
Iteration 209Q: 111 clusters Score -1.413948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 91 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 347 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139493.000000 Penalty: 61851.894531
Iteration 210Q: 111 clusters Score -1.413949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 588 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 144 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 92 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 597 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 347 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139501.000000 Penalty: 61851.894531
Iteration 211Q: 111 clusters Score -1.41395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 586 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 140 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 91 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 602 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 349 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139509.000000 Penalty: 61851.894531
Iteration 212Q: 111 clusters Score -1.413951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 139 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 607 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 350 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139515.000000 Penalty: 61851.894531
Iteration 213Q: 111 clusters Score -1.413952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 578 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 612 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 350 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139517.000000 Penalty: 61851.894531
Iteration 214Q: 111 clusters Score -1.413952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 59 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 575 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 615 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 350 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139521.000000 Penalty: 61851.894531
Iteration 215Q: 111 clusters Score -1.413952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 617 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 350 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139527.000000 Penalty: 61851.894531
Iteration 216Q: 111 clusters Score -1.413953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 137 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 618 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 350 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139533.000000 Penalty: 61851.894531
Iteration 217Q: 111 clusters Score -1.413953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 617 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 350 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139531.000000 Penalty: 61851.894531
Iteration 218Q: 111 clusters Score -1.413953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118934 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 229 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 617 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 350 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139557.000000 Penalty: 61851.894531
Iteration 219F: 111 clusters Score -1.413956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118929 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 573 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 234 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 610 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 357 members 
Mstep: Class 109 contains 274 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139576.000000 Penalty: 61851.894531
Iteration 220F: 111 clusters Score -1.413958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118930 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20723 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 572 members 
Mstep: Class 20 contains 563 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21050 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1132 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 137 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1137 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 238 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 606 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 474 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 363 members 
Mstep: Class 109 contains 275 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139582.000000 Penalty: 61851.894531
Iteration 221Q: 111 clusters Score -1.413958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118932 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20720 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 572 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21051 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16388 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 136 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1137 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 90 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 239 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 602 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 368 members 
Mstep: Class 109 contains 275 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139587.000000 Penalty: 61851.894531
Iteration 222Q: 111 clusters Score -1.413959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118932 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20718 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 571 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21053 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16387 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1137 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 89 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 239 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 602 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 372 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139602.000000 Penalty: 61851.894531
Iteration 223Q: 111 clusters Score -1.41396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118930 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20718 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 570 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2014 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21055 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 587 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16384 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 132 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1138 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 89 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 600 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 376 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139588.000000 Penalty: 61851.894531
Iteration 224Q: 111 clusters Score -1.413959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118928 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20717 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 569 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21058 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16382 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 132 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1139 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 597 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 380 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139605.000000 Penalty: 61851.894531
Iteration 225Q: 111 clusters Score -1.41396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118924 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20717 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2015 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21062 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16381 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 594 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 384 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139605.000000 Penalty: 61851.894531
Iteration 226Q: 111 clusters Score -1.41396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118923 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20717 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21063 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 592 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 386 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139604.000000 Penalty: 61851.894531
Iteration 227Q: 111 clusters Score -1.41396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118921 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20717 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21065 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139613.000000 Penalty: 61851.894531
Iteration 228Q: 111 clusters Score -1.413961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118922 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20716 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21065 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139610.000000 Penalty: 61851.894531
Iteration 229Q: 111 clusters Score -1.413961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118923 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20714 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21066 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139611.000000 Penalty: 61851.894531
Iteration 230Q: 111 clusters Score -1.413961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118922 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20714 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21067 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139610.000000 Penalty: 61851.894531
Iteration 231Q: 111 clusters Score -1.413961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118922 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20713 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21068 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2539 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139610.000000 Penalty: 61851.894531
Iteration 232Q: 111 clusters Score -1.413961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118924 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21070 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2538 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139608.000000 Penalty: 61851.894531
Iteration 233Q: 111 clusters Score -1.413961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118925 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20707 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21074 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139610.000000 Penalty: 61851.894531
Iteration 234Q: 111 clusters Score -1.413961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118924 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20706 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21076 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139612.000000 Penalty: 61851.894531
Iteration 235Q: 111 clusters Score -1.413961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118926 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20703 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21077 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139618.000000 Penalty: 61851.894531
Iteration 236Q: 111 clusters Score -1.413962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20701 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21078 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139621.000000 Penalty: 61851.894531
Iteration 237Q: 111 clusters Score -1.413962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20700 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21079 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139621.000000 Penalty: 61851.894531
Iteration 238Q: 111 clusters Score -1.413962e+07 nChanged 2
Entering ConstructFrom: 
Score: -14139621.000000 Penalty: 61851.894531
Entering ConstructFrom: 
Trying to split cluster 1 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -32683.804688 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -32683.8 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 288 members 
Entering Unmasked Estep 
Score: -32149.789062 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -32149.79 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32310.035156 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -32310.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32373.849609 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -32373.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32429.916016 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -32429.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32462.710938 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -32462.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32509.474609 Penalty: 577.133057
	Iteration 5F: 3 clusters Score -32509.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32524.154297 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -32524.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32531.662109 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -32531.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32537.935547 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -32537.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32540.166016 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -32540.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32541.582031 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -32541.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32542.001953 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -32542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32542.001953 Penalty: 577.133057
	Iteration 12F: 3 clusters Score -32542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -27309.089844 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -27309.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26839.558594 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -26839.56 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26950.175781 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -26950.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26992.214844 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -26992.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27003.113281 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -27003.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27012.673828 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -27012.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27018.966797 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -27018.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27021.707031 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -27021.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27023.035156 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -27023.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27024.478516 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -27024.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27025.076172 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -27025.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27025.076172 Penalty: 555.536194
	Iteration 10F: 3 clusters Score -27025.08 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: -16149.354492 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -16149.35 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: -15818.862305 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -15818.86 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15961.079102 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -15961.08 nChanged 26
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: -15983.341797 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -15983.34 nChanged 7
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: -15989.202148 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -15989.2 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: -15992.036133 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -15992.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15992.958984 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -15992.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15992.958984 Penalty: 524.060059
	Iteration 6F: 3 clusters Score -15992.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2691.185059 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2691.185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2603.892822 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2603.893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2634.286133 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2634.286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2641.644043 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2641.644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2643.470703 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2643.471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2643.470703 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2643.471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -34931.003906 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -34931 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 290 members 
Entering Unmasked Estep 
Score: -34432.933594 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -34432.93 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34532.359375 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -34532.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34557.210938 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -34557.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34573.582031 Penalty: 576.166687
	Iteration 3Q: 3 clusters Score -34573.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34595.480469 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -34595.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34607.664062 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -34607.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34615.945312 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -34615.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34628.117188 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -34628.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -34634.957031 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -34634.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34638.769531 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -34638.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -34641.429688 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -34641.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34645.300781 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -34645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34647.019531 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -34647.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -34649.074219 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -34649.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34652.582031 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -34652.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34655.984375 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -34655.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34659.636719 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -34659.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34665.968750 Penalty: 576.166687
	Iteration 17Q: 3 clusters Score -34665.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34670.027344 Penalty: 576.166687
	Iteration 18Q: 3 clusters Score -34670.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34673.273438 Penalty: 576.166687
	Iteration 19Q: 3 clusters Score -34673.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34674.582031 Penalty: 576.166687
	Iteration 20F: 3 clusters Score -34674.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34675.492188 Penalty: 576.166687
	Iteration 21Q: 3 clusters Score -34675.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34676.101562 Penalty: 576.166687
	Iteration 22Q: 3 clusters Score -34676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34676.988281 Penalty: 576.166687
	Iteration 23Q: 3 clusters Score -34676.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -34678.792969 Penalty: 576.166687
	Iteration 24Q: 3 clusters Score -34678.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34681.609375 Penalty: 576.166687
	Iteration 25Q: 3 clusters Score -34681.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34683.023438 Penalty: 576.166687
	Iteration 26Q: 3 clusters Score -34683.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34684.207031 Penalty: 576.166687
	Iteration 27Q: 3 clusters Score -34684.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34684.335938 Penalty: 576.166687
	Iteration 28Q: 3 clusters Score -34684.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34684.843750 Penalty: 576.166687
	Iteration 29Q: 3 clusters Score -34684.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -34685.699219 Penalty: 576.166687
	Iteration 30Q: 3 clusters Score -34685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34686.328125 Penalty: 576.166687
	Iteration 31Q: 3 clusters Score -34686.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34686.328125 Penalty: 576.166687
	Iteration 32F: 3 clusters Score -34686.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -34500.472656 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -34500.47 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 305 members 
Entering Unmasked Estep 
Score: -33955.542969 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -33955.54 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34093.957031 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -34093.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34134.343750 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -34134.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34167.964844 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -34167.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34188.664062 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -34188.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34209.914062 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -34209.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34231.550781 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -34231.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34241.503906 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -34241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34245.113281 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -34245.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34253.535156 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -34253.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34263.644531 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -34263.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34266.492188 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -34266.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34268.398438 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -34268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34272.003906 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -34272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34275.492188 Penalty: 579.192322
	Iteration 14Q: 3 clusters Score -34275.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34276.957031 Penalty: 579.192322
	Iteration 15Q: 3 clusters Score -34276.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34277.492188 Penalty: 579.192322
	Iteration 16Q: 3 clusters Score -34277.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34279.601562 Penalty: 579.192322
	Iteration 17Q: 3 clusters Score -34279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34280.000000 Penalty: 579.192322
	Iteration 18Q: 3 clusters Score -34280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34280.000000 Penalty: 579.192322
	Iteration 19F: 3 clusters Score -34280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5040.581543 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5040.582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4849.510254 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4849.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4891.533691 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4891.534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4905.083008 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -4905.083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4914.362793 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4914.363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4920.889160 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -4920.889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4921.349609 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -4921.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4922.134277 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -4922.134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4922.134277 Penalty: 428.567261
	Iteration 7F: 3 clusters Score -4922.134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -40612.160156 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -40612.16 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 259 members 
Entering Unmasked Estep 
Score: -40115.261719 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -40115.26 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40221.128906 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -40221.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40253.933594 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -40253.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40277.343750 Penalty: 568.571899
	Iteration 3Q: 3 clusters Score -40277.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40294.800781 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -40294.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40309.671875 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -40309.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40316.265625 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -40316.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40321.144531 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -40321.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40325.269531 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -40325.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40327.996094 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -40328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40328.824219 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -40328.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40329.679688 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -40329.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40330.546875 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -40330.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40331.734375 Penalty: 568.571899
	Iteration 13Q: 3 clusters Score -40331.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40331.933594 Penalty: 568.571899
	Iteration 14Q: 3 clusters Score -40331.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40332.929688 Penalty: 568.571899
	Iteration 15Q: 3 clusters Score -40332.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40335.007812 Penalty: 568.571899
	Iteration 16Q: 3 clusters Score -40335.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40337.472656 Penalty: 568.571899
	Iteration 17Q: 3 clusters Score -40337.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40338.625000 Penalty: 568.571899
	Iteration 18Q: 3 clusters Score -40338.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40339.214844 Penalty: 568.571899
	Iteration 19Q: 3 clusters Score -40339.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40339.214844 Penalty: 568.571899
	Iteration 20F: 3 clusters Score -40339.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5999.482910 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5999.483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5783.775391 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5783.775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5887.259277 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5887.259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5902.165039 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5902.165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5919.463867 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5919.464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5929.990723 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5929.991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5935.851074 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -5935.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5937.986328 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -5937.986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5940.432617 Penalty: 440.821045
	Iteration 7Q: 3 clusters Score -5940.433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5943.676758 Penalty: 440.821045
	Iteration 8Q: 3 clusters Score -5943.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5943.676758 Penalty: 440.821045
	Iteration 9F: 3 clusters Score -5943.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6543.109375 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6543.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6306.416504 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6306.417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6362.657715 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6362.658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6405.059570 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -6405.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6431.090332 Penalty: 443.642975
	Iteration 3F: 3 clusters Score -6431.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6435.502930 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6435.503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6435.502930 Penalty: 443.642975
	Iteration 5F: 3 clusters Score -6435.503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6133.487793 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6133.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5903.116211 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5903.116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5928.858398 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5928.858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5930.680176 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5930.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5931.534668 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5931.535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5932.184082 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5932.184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5932.184082 Penalty: 429.383392
	Iteration 5F: 3 clusters Score -5932.184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (118927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Entering Unmasked Estep 
Score: -7364662.500000 Penalty: 531.725037
	Iteration 0F: 2 clusters Score -7364662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -7290834.000000 Penalty: 1063.450073
	Iteration 0F: 3 clusters Score -7290834 nChanged 58062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -7327062.000000 Penalty: 1063.450073
	Iteration 1F: 3 clusters Score -7327062 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -7330452.000000 Penalty: 1063.450073
	Iteration 2F: 3 clusters Score -7330452 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -7335515.500000 Penalty: 1063.450073
	Iteration 3F: 3 clusters Score -7335516 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -7342246.500000 Penalty: 1063.450073
	Iteration 4F: 3 clusters Score -7342246 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7348524.000000 Penalty: 1063.450073
	Iteration 5F: 3 clusters Score -7348524 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -7353583.000000 Penalty: 1063.450073
	Iteration 6F: 3 clusters Score -7353583 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -7357799.500000 Penalty: 1063.450073
	Iteration 7Q: 3 clusters Score -7357800 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -7360742.500000 Penalty: 1063.450073
	Iteration 8Q: 3 clusters Score -7360742 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116271 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7362545.500000 Penalty: 1063.450073
	Iteration 9Q: 3 clusters Score -7362546 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7363387.000000 Penalty: 1063.450073
	Iteration 10Q: 3 clusters Score -7363387 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7363797.000000 Penalty: 1063.450073
	Iteration 11Q: 3 clusters Score -7363797 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118013 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7363981.500000 Penalty: 1063.450073
	Iteration 12Q: 3 clusters Score -7363982 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7364100.000000 Penalty: 1063.450073
	Iteration 13Q: 3 clusters Score -7364100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118249 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7364146.000000 Penalty: 1063.450073
	Iteration 14Q: 3 clusters Score -7364146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7364172.500000 Penalty: 1063.450073
	Iteration 15Q: 3 clusters Score -7364172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7364205.000000 Penalty: 1063.450073
	Iteration 16Q: 3 clusters Score -7364205 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118392 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7364255.000000 Penalty: 1063.450073
	Iteration 17Q: 3 clusters Score -7364255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7364280.500000 Penalty: 1063.450073
	Iteration 18Q: 3 clusters Score -7364280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118432 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7364298.500000 Penalty: 1063.450073
	Iteration 19Q: 3 clusters Score -7364298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118444 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7364322.500000 Penalty: 1063.450073
	Iteration 20F: 3 clusters Score -7364322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7364315.500000 Penalty: 1063.450073
	Iteration 21Q: 3 clusters Score -7364316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118459 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7364316.500000 Penalty: 1063.450073
	Iteration 22Q: 3 clusters Score -7364316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118464 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7364324.000000 Penalty: 1063.450073
	Iteration 23Q: 3 clusters Score -7364324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118469 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7364321.500000 Penalty: 1063.450073
	Iteration 24Q: 3 clusters Score -7364322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7364339.000000 Penalty: 1063.450073
	Iteration 25Q: 3 clusters Score -7364339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7364344.000000 Penalty: 1063.450073
	Iteration 26Q: 3 clusters Score -7364344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7364345.500000 Penalty: 1063.450073
	Iteration 27Q: 3 clusters Score -7364346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118471 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7364346.000000 Penalty: 1063.450073
	Iteration 28Q: 3 clusters Score -7364346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118471 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7364344.000000 Penalty: 1063.450073
	Iteration 29Q: 3 clusters Score -7364344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7364345.000000 Penalty: 1063.450073
	Iteration 30Q: 3 clusters Score -7364345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7364345.000000 Penalty: 1063.450073
	Iteration 31F: 3 clusters Score -7364345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12414.582031 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12414.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12098.098633 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12098.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12154.124023 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12154.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12169.246094 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12169.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12178.072266 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -12178.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12186.590820 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12186.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12196.559570 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12196.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12201.289062 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -12201.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12204.295898 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -12204.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12211.340820 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -12211.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12218.078125 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -12218.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12223.233398 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -12223.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12225.553711 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -12225.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12225.553711 Penalty: 497.976624
	Iteration 12F: 3 clusters Score -12225.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -17426.572266 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -17426.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17093.242188 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -17093.24 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17221.367188 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -17221.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17266.242188 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -17266.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17333.460938 Penalty: 519.347046
	Iteration 3F: 3 clusters Score -17333.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17371.515625 Penalty: 519.347046
	Iteration 4F: 3 clusters Score -17371.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17400.353516 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -17400.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17413.253906 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -17413.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17416.275391 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -17416.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17416.275391 Penalty: 519.347046
	Iteration 8F: 3 clusters Score -17416.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Entering Unmasked Estep 
Score: -1237869.125000 Penalty: 452.171753
	Iteration 0F: 2 clusters Score -1237869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1224186.500000 Penalty: 904.343506
	Iteration 0F: 3 clusters Score -1224186 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1230354.375000 Penalty: 904.343506
	Iteration 1F: 3 clusters Score -1230354 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1230957.125000 Penalty: 904.343506
	Iteration 2F: 3 clusters Score -1230957 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1231803.000000 Penalty: 904.343506
	Iteration 3F: 3 clusters Score -1231803 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1233027.000000 Penalty: 904.343506
	Iteration 4F: 3 clusters Score -1233027 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1234364.250000 Penalty: 904.343506
	Iteration 5F: 3 clusters Score -1234364 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1235591.750000 Penalty: 904.343506
	Iteration 6F: 3 clusters Score -1235592 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1236501.250000 Penalty: 904.343506
	Iteration 7Q: 3 clusters Score -1236501 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1236915.125000 Penalty: 904.343506
	Iteration 8Q: 3 clusters Score -1236915 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1237115.000000 Penalty: 904.343506
	Iteration 9Q: 3 clusters Score -1237115 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1237223.375000 Penalty: 904.343506
	Iteration 10Q: 3 clusters Score -1237223 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1237287.000000 Penalty: 904.343506
	Iteration 11Q: 3 clusters Score -1237287 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1237332.500000 Penalty: 904.343506
	Iteration 12Q: 3 clusters Score -1237332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1237371.250000 Penalty: 904.343506
	Iteration 13Q: 3 clusters Score -1237371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1237396.250000 Penalty: 904.343506
	Iteration 14Q: 3 clusters Score -1237396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1237421.750000 Penalty: 904.343506
	Iteration 15Q: 3 clusters Score -1237422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1237454.500000 Penalty: 904.343506
	Iteration 16Q: 3 clusters Score -1237454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1237488.000000 Penalty: 904.343506
	Iteration 17Q: 3 clusters Score -1237488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1237510.625000 Penalty: 904.343506
	Iteration 18Q: 3 clusters Score -1237511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1237528.250000 Penalty: 904.343506
	Iteration 19Q: 3 clusters Score -1237528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1237543.500000 Penalty: 904.343506
	Iteration 20F: 3 clusters Score -1237544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1237553.375000 Penalty: 904.343506
	Iteration 21Q: 3 clusters Score -1237553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1237562.750000 Penalty: 904.343506
	Iteration 22Q: 3 clusters Score -1237563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1237574.125000 Penalty: 904.343506
	Iteration 23Q: 3 clusters Score -1237574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1237579.375000 Penalty: 904.343506
	Iteration 24Q: 3 clusters Score -1237579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1237583.125000 Penalty: 904.343506
	Iteration 25Q: 3 clusters Score -1237583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1237587.125000 Penalty: 904.343506
	Iteration 26Q: 3 clusters Score -1237587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1237588.750000 Penalty: 904.343506
	Iteration 27Q: 3 clusters Score -1237589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1237590.625000 Penalty: 904.343506
	Iteration 28Q: 3 clusters Score -1237591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1237593.125000 Penalty: 904.343506
	Iteration 29Q: 3 clusters Score -1237593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1237595.750000 Penalty: 904.343506
	Iteration 30Q: 3 clusters Score -1237596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1237598.250000 Penalty: 904.343506
	Iteration 31Q: 3 clusters Score -1237598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1237600.375000 Penalty: 904.343506
	Iteration 32Q: 3 clusters Score -1237600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1237604.375000 Penalty: 904.343506
	Iteration 33Q: 3 clusters Score -1237604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1237605.500000 Penalty: 904.343506
	Iteration 34Q: 3 clusters Score -1237606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1237608.250000 Penalty: 904.343506
	Iteration 35Q: 3 clusters Score -1237608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1237610.500000 Penalty: 904.343506
	Iteration 36Q: 3 clusters Score -1237610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1237611.000000 Penalty: 904.343506
	Iteration 37Q: 3 clusters Score -1237611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1237609.500000 Penalty: 904.343506
	Iteration 38Q: 3 clusters Score -1237610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1237609.000000 Penalty: 904.343506
	Iteration 39Q: 3 clusters Score -1237609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1237614.375000 Penalty: 904.343506
	Iteration 40F: 3 clusters Score -1237614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1237616.000000 Penalty: 904.343506
	Iteration 41Q: 3 clusters Score -1237616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1237616.250000 Penalty: 904.343506
	Iteration 42Q: 3 clusters Score -1237616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1237615.750000 Penalty: 904.343506
	Iteration 43Q: 3 clusters Score -1237616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1237615.750000 Penalty: 904.343506
	Iteration 44F: 3 clusters Score -1237616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6570.167969 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6570.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6354.739746 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6354.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6411.201660 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6411.202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6430.711914 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6430.712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6441.962402 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6441.962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6453.111328 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6453.111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6456.187012 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6456.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6456.187012 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -6456.187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -20502.689453 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -20502.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20046.410156 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -20046.41 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20162.597656 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -20162.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20185.796875 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -20185.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -20198.853516 Penalty: 557.146851
	Iteration 3Q: 3 clusters Score -20198.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20211.681641 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -20211.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20219.939453 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -20219.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20230.074219 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -20230.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20234.664062 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -20234.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -20236.632812 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -20236.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20239.525391 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -20239.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -20241.794922 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -20241.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20242.968750 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -20242.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20244.593750 Penalty: 557.146851
	Iteration 12Q: 3 clusters Score -20244.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -20245.896484 Penalty: 557.146851
	Iteration 13Q: 3 clusters Score -20245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20246.400391 Penalty: 557.146851
	Iteration 14Q: 3 clusters Score -20246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20247.291016 Penalty: 557.146851
	Iteration 15Q: 3 clusters Score -20247.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20250.769531 Penalty: 557.146851
	Iteration 16Q: 3 clusters Score -20250.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20255.130859 Penalty: 557.146851
	Iteration 17Q: 3 clusters Score -20255.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20257.937500 Penalty: 557.146851
	Iteration 18Q: 3 clusters Score -20257.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20262.162109 Penalty: 557.146851
	Iteration 19Q: 3 clusters Score -20262.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -20264.996094 Penalty: 557.146851
	Iteration 20F: 3 clusters Score -20265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20271.238281 Penalty: 557.146851
	Iteration 21Q: 3 clusters Score -20271.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20274.796875 Penalty: 557.146851
	Iteration 22Q: 3 clusters Score -20274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -20278.285156 Penalty: 557.146851
	Iteration 23Q: 3 clusters Score -20278.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -20278.285156 Penalty: 557.146851
	Iteration 24F: 3 clusters Score -20278.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -19606.146484 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -19606.15 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 148 members 
Entering Unmasked Estep 
Score: -19268.283203 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -19268.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19392.076172 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -19392.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19466.505859 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -19466.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19489.357422 Penalty: 516.272400
	Iteration 3F: 3 clusters Score -19489.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19496.359375 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -19496.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19497.755859 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -19497.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19499.216797 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -19499.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19504.343750 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -19504.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19505.804688 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -19505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19505.804688 Penalty: 516.272400
	Iteration 9F: 3 clusters Score -19505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -34641.152344 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -34641.15 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 288 members 
Entering Unmasked Estep 
Score: -34094.347656 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -34094.35 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34249.972656 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -34249.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34290.847656 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -34290.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34309.718750 Penalty: 577.133057
	Iteration 3Q: 3 clusters Score -34309.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34321.273438 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -34321.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34332.109375 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -34332.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34339.082031 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -34339.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34347.015625 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -34347.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34356.625000 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -34356.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34360.574219 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -34360.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34365.371094 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -34365.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34370.382812 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -34370.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34373.527344 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -34373.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34378.679688 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -34378.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34383.285156 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -34383.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34386.976562 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -34386.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34388.273438 Penalty: 577.133057
	Iteration 16Q: 3 clusters Score -34388.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34390.375000 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -34390.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34391.250000 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -34391.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34391.410156 Penalty: 577.133057
	Iteration 19Q: 3 clusters Score -34391.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34391.410156 Penalty: 577.133057
	Iteration 20F: 3 clusters Score -34391.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -39516.750000 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -39516.75 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 257 members 
Entering Unmasked Estep 
Score: -39022.605469 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -39022.61 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39255.691406 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -39255.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39313.660156 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -39313.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39338.480469 Penalty: 576.166687
	Iteration 3Q: 3 clusters Score -39338.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39350.390625 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -39350.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39355.699219 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -39355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39355.875000 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -39355.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39355.875000 Penalty: 576.166687
	Iteration 7F: 3 clusters Score -39355.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -484527.156250 Penalty: 412.802002
	Iteration 0F: 2 clusters Score -484527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -478651.531250 Penalty: 825.604004
	Iteration 0F: 3 clusters Score -478651.5 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -480979.250000 Penalty: 825.604004
	Iteration 1F: 3 clusters Score -480979.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -481381.906250 Penalty: 825.604004
	Iteration 2F: 3 clusters Score -481381.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -481904.593750 Penalty: 825.604004
	Iteration 3F: 3 clusters Score -481904.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -482459.062500 Penalty: 825.604004
	Iteration 4F: 3 clusters Score -482459.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -482930.437500 Penalty: 825.604004
	Iteration 5F: 3 clusters Score -482930.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -483312.062500 Penalty: 825.604004
	Iteration 6F: 3 clusters Score -483312.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -483590.937500 Penalty: 825.604004
	Iteration 7Q: 3 clusters Score -483590.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -483726.000000 Penalty: 825.604004
	Iteration 8Q: 3 clusters Score -483726 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -483806.000000 Penalty: 825.604004
	Iteration 9Q: 3 clusters Score -483806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -483869.968750 Penalty: 825.604004
	Iteration 10Q: 3 clusters Score -483870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -483921.593750 Penalty: 825.604004
	Iteration 11Q: 3 clusters Score -483921.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -483964.156250 Penalty: 825.604004
	Iteration 12Q: 3 clusters Score -483964.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -484008.000000 Penalty: 825.604004
	Iteration 13Q: 3 clusters Score -484008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -484054.968750 Penalty: 825.604004
	Iteration 14Q: 3 clusters Score -484055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -484086.125000 Penalty: 825.604004
	Iteration 15Q: 3 clusters Score -484086.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -484111.812500 Penalty: 825.604004
	Iteration 16Q: 3 clusters Score -484111.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -484144.781250 Penalty: 825.604004
	Iteration 17Q: 3 clusters Score -484144.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -484175.718750 Penalty: 825.604004
	Iteration 18Q: 3 clusters Score -484175.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -484198.218750 Penalty: 825.604004
	Iteration 19Q: 3 clusters Score -484198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -484209.937500 Penalty: 825.604004
	Iteration 20F: 3 clusters Score -484209.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -484219.031250 Penalty: 825.604004
	Iteration 21Q: 3 clusters Score -484219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -484222.687500 Penalty: 825.604004
	Iteration 22Q: 3 clusters Score -484222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -484226.250000 Penalty: 825.604004
	Iteration 23Q: 3 clusters Score -484226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -484227.781250 Penalty: 825.604004
	Iteration 24Q: 3 clusters Score -484227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -484229.687500 Penalty: 825.604004
	Iteration 25Q: 3 clusters Score -484229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -484232.031250 Penalty: 825.604004
	Iteration 26Q: 3 clusters Score -484232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -484231.812500 Penalty: 825.604004
	Iteration 27Q: 3 clusters Score -484231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -484232.687500 Penalty: 825.604004
	Iteration 28Q: 3 clusters Score -484232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -484233.218750 Penalty: 825.604004
	Iteration 29Q: 3 clusters Score -484233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -484233.218750 Penalty: 825.604004
	Iteration 30F: 3 clusters Score -484233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -64852.269531 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -64852.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64008.640625 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -64008.64 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64259.156250 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -64259.16 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -64298.585938 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -64298.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64331.031250 Penalty: 636.364380
	Iteration 3Q: 3 clusters Score -64331.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64360.222656 Penalty: 636.364380
	Iteration 4Q: 3 clusters Score -64360.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64381.804688 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -64381.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64408.195312 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -64408.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64430.386719 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -64430.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64451.195312 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -64451.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64464.128906 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -64464.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64475.804688 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -64475.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64485.390625 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -64485.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64494.484375 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -64494.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64500.738281 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -64500.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64505.664062 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -64505.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64506.886719 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -64506.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64512.519531 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -64512.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64516.742188 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -64516.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64518.878906 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -64518.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64521.847656 Penalty: 636.364380
	Iteration 19Q: 3 clusters Score -64521.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64523.539062 Penalty: 636.364380
	Iteration 20F: 3 clusters Score -64523.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Entering Unmasked Estep 
Score: -1593.421021 Penalty: 170.063965
	Iteration 0F: 2 clusters Score -1593.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1477.701904 Penalty: 340.127930
	Iteration 0F: 3 clusters Score -1477.702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1518.692017 Penalty: 340.127930
	Iteration 1F: 3 clusters Score -1518.692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5572.036621 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5572.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5379.070801 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5379.071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5445.178223 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5445.178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5469.782715 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5469.783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5479.085938 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5479.086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5483.278320 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5483.278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5484.882812 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5484.883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5488.361816 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -5488.362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5492.772949 Penalty: 427.743713
	Iteration 7Q: 3 clusters Score -5492.773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5499.068359 Penalty: 427.743713
	Iteration 8Q: 3 clusters Score -5499.068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5500.760742 Penalty: 427.743713
	Iteration 9Q: 3 clusters Score -5500.761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5500.760742 Penalty: 427.743713
	Iteration 10F: 3 clusters Score -5500.761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35731.320312 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35731.32 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 311 members 
Entering Unmasked Estep 
Score: -35201.074219 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -35201.07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35368.796875 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -35368.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -35434.246094 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35434.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -35502.621094 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -35502.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -35542.132812 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -35542.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -35562.632812 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35562.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35578.074219 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35578.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35583.714844 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35583.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -35592.093750 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35592.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35600.812500 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35600.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35605.878906 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -35605.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -35614.410156 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -35614.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35619.187500 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -35619.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -35627.527344 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -35627.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35632.542969 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -35632.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35650.585938 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -35650.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35657.679688 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -35657.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35660.687500 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -35660.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35660.890625 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -35660.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35661.207031 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -35661.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35662.015625 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -35662.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35662.734375 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -35662.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35662.734375 Penalty: 578.878540
	Iteration 22F: 3 clusters Score -35662.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -26731.390625 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -26731.39 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 254 members 
Entering Unmasked Estep 
Score: -26248.062500 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -26248.06 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26419.539062 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -26419.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26486.667969 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -26486.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26559.291016 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -26559.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26610.597656 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -26610.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26657.511719 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -26657.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26680.673828 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -26680.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26701.136719 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -26701.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26718.875000 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -26718.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26728.406250 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -26728.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26730.974609 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -26730.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26731.939453 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -26731.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26732.970703 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -26732.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26733.804688 Penalty: 567.687561
	Iteration 13Q: 3 clusters Score -26733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26733.804688 Penalty: 567.687561
	Iteration 14F: 3 clusters Score -26733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 289 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 223 members 
Entering Unmasked Estep 
Score: -14139344.000000 Penalty: 62414.183594
Splitting cluster 26 changes total score from -14139621.000000 to -14139344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -167132.546875 Penalty: 346.226166
	Iteration 0F: 2 clusters Score -167132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -165701.265625 Penalty: 692.452332
	Iteration 0F: 3 clusters Score -165701.3 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166141.859375 Penalty: 692.452332
	Iteration 1F: 3 clusters Score -166141.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -166209.265625 Penalty: 692.452332
	Iteration 2F: 3 clusters Score -166209.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -166279.015625 Penalty: 692.452332
	Iteration 3F: 3 clusters Score -166279 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166366.343750 Penalty: 692.452332
	Iteration 4F: 3 clusters Score -166366.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -166451.093750 Penalty: 692.452332
	Iteration 5F: 3 clusters Score -166451.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -166541.812500 Penalty: 692.452332
	Iteration 6F: 3 clusters Score -166541.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -166648.218750 Penalty: 692.452332
	Iteration 7F: 3 clusters Score -166648.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -166712.765625 Penalty: 692.452332
	Iteration 8Q: 3 clusters Score -166712.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -166745.078125 Penalty: 692.452332
	Iteration 9Q: 3 clusters Score -166745.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -166762.250000 Penalty: 692.452332
	Iteration 10Q: 3 clusters Score -166762.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -166773.234375 Penalty: 692.452332
	Iteration 11Q: 3 clusters Score -166773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -166784.718750 Penalty: 692.452332
	Iteration 12Q: 3 clusters Score -166784.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -166792.968750 Penalty: 692.452332
	Iteration 13Q: 3 clusters Score -166793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -166801.484375 Penalty: 692.452332
	Iteration 14Q: 3 clusters Score -166801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -166807.078125 Penalty: 692.452332
	Iteration 15Q: 3 clusters Score -166807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -166810.796875 Penalty: 692.452332
	Iteration 16Q: 3 clusters Score -166810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -166817.562500 Penalty: 692.452332
	Iteration 17Q: 3 clusters Score -166817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -166819.343750 Penalty: 692.452332
	Iteration 18Q: 3 clusters Score -166819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -166821.859375 Penalty: 692.452332
	Iteration 19Q: 3 clusters Score -166821.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -166824.328125 Penalty: 692.452332
	Iteration 20F: 3 clusters Score -166824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -166825.046875 Penalty: 692.452332
	Iteration 21Q: 3 clusters Score -166825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -166825.171875 Penalty: 692.452332
	Iteration 22Q: 3 clusters Score -166825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -166825.171875 Penalty: 692.452332
	Iteration 23F: 3 clusters Score -166825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -102756.734375 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -102756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -101481.632812 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -101481.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -101861.593750 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -101861.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -101905.406250 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -101905.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -101939.656250 Penalty: 676.086365
	Iteration 3Q: 3 clusters Score -101939.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -101971.078125 Penalty: 676.086365
	Iteration 4Q: 3 clusters Score -101971.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -101997.210938 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -101997.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -102023.398438 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -102023.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -102054.828125 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -102054.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -102084.789062 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -102084.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -102112.843750 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -102112.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -102153.898438 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -102153.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -102208.281250 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -102208.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -102266.148438 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -102266.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -102315.828125 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -102315.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -102357.375000 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -102357.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -102396.492188 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -102396.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -102426.179688 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -102426.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -102440.500000 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -102440.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -102444.523438 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -102444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -102445.156250 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -102445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -102447.890625 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -102447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -102454.421875 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -102454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -102458.117188 Penalty: 676.086365
	Iteration 22Q: 3 clusters Score -102458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -102459.632812 Penalty: 676.086365
	Iteration 23Q: 3 clusters Score -102459.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -102459.632812 Penalty: 676.086365
	Iteration 24F: 3 clusters Score -102459.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -39925.503906 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -39925.5 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 359 members 
Entering Unmasked Estep 
Score: -39328.144531 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -39328.14 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -39550.687500 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -39550.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39605.980469 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -39605.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -39636.808594 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -39636.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39670.699219 Penalty: 598.585388
	Iteration 4F: 3 clusters Score -39670.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -39691.667969 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -39691.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -39708.738281 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -39708.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -39730.324219 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -39730.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -39745.054688 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -39745.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -39760.089844 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -39760.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -39772.503906 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -39772.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -39788.253906 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -39788.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -39807.824219 Penalty: 598.585388
	Iteration 12Q: 3 clusters Score -39807.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -39817.019531 Penalty: 598.585388
	Iteration 13Q: 3 clusters Score -39817.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -39819.960938 Penalty: 598.585388
	Iteration 14Q: 3 clusters Score -39819.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -39820.652344 Penalty: 598.585388
	Iteration 15Q: 3 clusters Score -39820.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -39820.652344 Penalty: 598.585388
	Iteration 16F: 3 clusters Score -39820.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7314.608398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -7314.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7081.935059 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -7081.935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7119.925293 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -7119.925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7132.955566 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -7132.956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -1357484.500000 Penalty: 453.001648
	Iteration 0F: 2 clusters Score -1357484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1343335.500000 Penalty: 906.003296
	Iteration 0F: 3 clusters Score -1343336 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1349652.875000 Penalty: 906.003296
	Iteration 1F: 3 clusters Score -1349653 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1350557.000000 Penalty: 906.003296
	Iteration 2F: 3 clusters Score -1350557 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1351895.000000 Penalty: 906.003296
	Iteration 3F: 3 clusters Score -1351895 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1353572.250000 Penalty: 906.003296
	Iteration 4F: 3 clusters Score -1353572 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1354946.875000 Penalty: 906.003296
	Iteration 5F: 3 clusters Score -1354947 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1355695.000000 Penalty: 906.003296
	Iteration 6Q: 3 clusters Score -1355695 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1356097.250000 Penalty: 906.003296
	Iteration 7Q: 3 clusters Score -1356097 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1356310.500000 Penalty: 906.003296
	Iteration 8Q: 3 clusters Score -1356310 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1356480.500000 Penalty: 906.003296
	Iteration 9Q: 3 clusters Score -1356480 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1356612.500000 Penalty: 906.003296
	Iteration 10Q: 3 clusters Score -1356612 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1356705.375000 Penalty: 906.003296
	Iteration 11Q: 3 clusters Score -1356705 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1356788.125000 Penalty: 906.003296
	Iteration 12Q: 3 clusters Score -1356788 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -1356853.125000 Penalty: 906.003296
	Iteration 13Q: 3 clusters Score -1356853 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -1356906.625000 Penalty: 906.003296
	Iteration 14Q: 3 clusters Score -1356907 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1356947.750000 Penalty: 906.003296
	Iteration 15Q: 3 clusters Score -1356948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -1356979.500000 Penalty: 906.003296
	Iteration 16Q: 3 clusters Score -1356980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1357009.750000 Penalty: 906.003296
	Iteration 17Q: 3 clusters Score -1357010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1357034.250000 Penalty: 906.003296
	Iteration 18Q: 3 clusters Score -1357034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -1357046.625000 Penalty: 906.003296
	Iteration 19Q: 3 clusters Score -1357047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1357060.375000 Penalty: 906.003296
	Iteration 20F: 3 clusters Score -1357060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1357067.625000 Penalty: 906.003296
	Iteration 21Q: 3 clusters Score -1357068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -1357076.500000 Penalty: 906.003296
	Iteration 22Q: 3 clusters Score -1357076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -1357083.375000 Penalty: 906.003296
	Iteration 23Q: 3 clusters Score -1357083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1357090.500000 Penalty: 906.003296
	Iteration 24Q: 3 clusters Score -1357090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1357101.375000 Penalty: 906.003296
	Iteration 25Q: 3 clusters Score -1357101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -1357106.000000 Penalty: 906.003296
	Iteration 26Q: 3 clusters Score -1357106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1357116.750000 Penalty: 906.003296
	Iteration 27Q: 3 clusters Score -1357117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -1357124.000000 Penalty: 906.003296
	Iteration 28Q: 3 clusters Score -1357124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -1357133.625000 Penalty: 906.003296
	Iteration 29Q: 3 clusters Score -1357134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1357140.625000 Penalty: 906.003296
	Iteration 30Q: 3 clusters Score -1357141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -1357147.500000 Penalty: 906.003296
	Iteration 31Q: 3 clusters Score -1357148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -1357152.250000 Penalty: 906.003296
	Iteration 32Q: 3 clusters Score -1357152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1357153.250000 Penalty: 906.003296
	Iteration 33Q: 3 clusters Score -1357153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -1357160.250000 Penalty: 906.003296
	Iteration 34Q: 3 clusters Score -1357160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1357164.750000 Penalty: 906.003296
	Iteration 35Q: 3 clusters Score -1357165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1357173.000000 Penalty: 906.003296
	Iteration 36Q: 3 clusters Score -1357173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -1357185.125000 Penalty: 906.003296
	Iteration 37Q: 3 clusters Score -1357185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1357189.125000 Penalty: 906.003296
	Iteration 38Q: 3 clusters Score -1357189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -1357192.875000 Penalty: 906.003296
	Iteration 39Q: 3 clusters Score -1357193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1357195.750000 Penalty: 906.003296
	Iteration 40F: 3 clusters Score -1357196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -1357194.875000 Penalty: 906.003296
	Iteration 41Q: 3 clusters Score -1357195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1357195.750000 Penalty: 906.003296
	Iteration 42Q: 3 clusters Score -1357196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1357198.250000 Penalty: 906.003296
	Iteration 43Q: 3 clusters Score -1357198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1357199.875000 Penalty: 906.003296
	Iteration 44Q: 3 clusters Score -1357200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1357199.375000 Penalty: 906.003296
	Iteration 45Q: 3 clusters Score -1357199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -1357201.125000 Penalty: 906.003296
	Iteration 46Q: 3 clusters Score -1357201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1357200.375000 Penalty: 906.003296
	Iteration 47Q: 3 clusters Score -1357200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1357200.875000 Penalty: 906.003296
	Iteration 48Q: 3 clusters Score -1357201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -1357200.250000 Penalty: 906.003296
	Iteration 49Q: 3 clusters Score -1357200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1357200.250000 Penalty: 906.003296
	Iteration 50Q: 3 clusters Score -1357200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1357200.250000 Penalty: 906.003296
	Iteration 51F: 3 clusters Score -1357200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -63534.550781 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -63534.55 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 577 members 
Entering Unmasked Estep 
Score: -62606.351562 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -62606.35 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -62888.023438 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -62888.02 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -62944.546875 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -62944.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62997.656250 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -62997.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63059.257812 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -63059.26 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63117.152344 Penalty: 643.203674
	Iteration 5F: 3 clusters Score -63117.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -63159.535156 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -63159.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -63192.699219 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -63192.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63214.617188 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -63214.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63241.613281 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -63241.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63253.808594 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -63253.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63258.417969 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -63258.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63260.914062 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -63260.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63261.695312 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -63261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63263.218750 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -63263.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63264.695312 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -63264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63266.042969 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -63266.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63267.593750 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -63267.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63268.843750 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -63268.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63272.011719 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -63272.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63275.539062 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -63275.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63276.144531 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -63276.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63277.035156 Penalty: 643.203674
	Iteration 22Q: 3 clusters Score -63277.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63279.500000 Penalty: 643.203674
	Iteration 23Q: 3 clusters Score -63279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63280.992188 Penalty: 643.203674
	Iteration 24Q: 3 clusters Score -63280.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63281.449219 Penalty: 643.203674
	Iteration 25Q: 3 clusters Score -63281.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63281.714844 Penalty: 643.203674
	Iteration 26Q: 3 clusters Score -63281.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63281.882812 Penalty: 643.203674
	Iteration 27Q: 3 clusters Score -63281.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63281.882812 Penalty: 643.203674
	Iteration 28F: 3 clusters Score -63281.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -7174.112305 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -7174.112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6925.577148 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -6925.577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7121.448242 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -7121.448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7198.843262 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -7198.843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7224.810059 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -7224.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7242.969238 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -7242.969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7258.846191 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -7258.846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7277.312988 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -7277.313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7295.940918 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -7295.941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7310.167480 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -7310.167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7362.846191 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -7362.846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7474.129395 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -7474.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7484.375488 Penalty: 493.670471
	Iteration 11F: 3 clusters Score -7484.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7489.076172 Penalty: 493.670471
	Iteration 12Q: 3 clusters Score -7489.076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7489.076172 Penalty: 493.670471
	Iteration 13F: 3 clusters Score -7489.076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 106 members 
Entering Unmasked Estep 
Score: -14139616.000000 Penalty: 62414.183594
Splitting cluster 33 changes total score from -14139621.000000 to -14139616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -107030.890625 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -107030.9 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 951 members 
Entering Unmasked Estep 
Score: -105673.007812 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -105673 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -106146.914062 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -106146.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -106257.835938 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -106257.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -106376.023438 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -106376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -106474.664062 Penalty: 685.906128
	Iteration 4F: 3 clusters Score -106474.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -106541.523438 Penalty: 685.906128
	Iteration 5F: 3 clusters Score -106541.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -106579.453125 Penalty: 685.906128
	Iteration 6Q: 3 clusters Score -106579.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -106603.242188 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -106603.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -106616.859375 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -106616.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -106634.945312 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -106634.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -106653.460938 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -106653.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -106678.718750 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -106678.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -106696.929688 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -106696.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -106708.218750 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -106708.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -106719.398438 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -106719.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -106727.882812 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -106727.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -106740.890625 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -106740.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -106755.773438 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -106755.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -106763.023438 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -106763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -106772.250000 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -106772.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -106779.890625 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -106779.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -106786.187500 Penalty: 685.906128
	Iteration 21Q: 3 clusters Score -106786.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106794.625000 Penalty: 685.906128
	Iteration 22Q: 3 clusters Score -106794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -106799.562500 Penalty: 685.906128
	Iteration 23Q: 3 clusters Score -106799.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106806.554688 Penalty: 685.906128
	Iteration 24Q: 3 clusters Score -106806.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106815.718750 Penalty: 685.906128
	Iteration 25Q: 3 clusters Score -106815.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -106821.687500 Penalty: 685.906128
	Iteration 26Q: 3 clusters Score -106821.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -106827.648438 Penalty: 685.906128
	Iteration 27Q: 3 clusters Score -106827.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106832.679688 Penalty: 685.906128
	Iteration 28Q: 3 clusters Score -106832.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106836.031250 Penalty: 685.906128
	Iteration 29Q: 3 clusters Score -106836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -106837.390625 Penalty: 685.906128
	Iteration 30Q: 3 clusters Score -106837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106838.804688 Penalty: 685.906128
	Iteration 31Q: 3 clusters Score -106838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106838.929688 Penalty: 685.906128
	Iteration 32Q: 3 clusters Score -106838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106839.218750 Penalty: 685.906128
	Iteration 33Q: 3 clusters Score -106839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106839.281250 Penalty: 685.906128
	Iteration 34Q: 3 clusters Score -106839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106839.492188 Penalty: 685.906128
	Iteration 35Q: 3 clusters Score -106839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106839.523438 Penalty: 685.906128
	Iteration 36Q: 3 clusters Score -106839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106839.523438 Penalty: 685.906128
	Iteration 37F: 3 clusters Score -106839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -28605.531250 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -28605.53 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 251 members 
Entering Unmasked Estep 
Score: -28094.351562 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -28094.35 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28233.970703 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -28233.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28276.169922 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -28276.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28312.166016 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -28312.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28327.515625 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -28327.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28337.845703 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -28337.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28345.720703 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -28345.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28353.667969 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -28353.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28360.638672 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -28360.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28372.496094 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -28372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28382.109375 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -28382.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28389.773438 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -28389.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28395.763672 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -28395.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28398.117188 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -28398.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28402.310547 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -28402.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28404.046875 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -28404.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28408.187500 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -28408.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28411.666016 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -28411.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28414.083984 Penalty: 571.003357
	Iteration 18Q: 3 clusters Score -28414.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28415.550781 Penalty: 571.003357
	Iteration 19Q: 3 clusters Score -28415.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28416.527344 Penalty: 571.003357
	Iteration 20F: 3 clusters Score -28416.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28416.792969 Penalty: 571.003357
	Iteration 21Q: 3 clusters Score -28416.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28417.003906 Penalty: 571.003357
	Iteration 22Q: 3 clusters Score -28417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28417.003906 Penalty: 571.003357
	Iteration 23F: 3 clusters Score -28417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23058.892578 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -23058.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22679.626953 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -22679.63 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22802.230469 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -22802.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22864.632812 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -22864.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22931.158203 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -22931.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22973.435547 Penalty: 541.033264
	Iteration 4F: 3 clusters Score -22973.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23003.966797 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -23003.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23015.324219 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -23015.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23024.492188 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -23024.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23027.673828 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -23027.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23027.673828 Penalty: 541.033264
	Iteration 9F: 3 clusters Score -23027.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14388.333008 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14388.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14074.043945 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -14074.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14151.611328 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14151.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14213.130859 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14213.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14249.413086 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -14249.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14268.733398 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14268.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14283.754883 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14283.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14293.242188 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14293.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14312.041016 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14312.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14319.125000 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14319.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14323.129883 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -14323.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14325.810547 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -14325.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14328.549805 Penalty: 489.570648
	Iteration 11Q: 3 clusters Score -14328.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14329.958984 Penalty: 489.570648
	Iteration 12Q: 3 clusters Score -14329.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14329.958984 Penalty: 489.570648
	Iteration 13F: 3 clusters Score -14329.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -46821.160156 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -46821.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46244.625000 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -46244.62 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46383.152344 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -46383.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46416.613281 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -46416.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46441.132812 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -46441.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46454.046875 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -46454.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46465.472656 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -46465.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46471.023438 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -46471.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46476.726562 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -46476.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46491.816406 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -46491.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46530.406250 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -46530.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46580.589844 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -46580.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46618.578125 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -46618.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46654.488281 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -46654.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46676.960938 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -46676.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46695.449219 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -46695.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46718.648438 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -46718.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46746.039062 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -46746.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46760.304688 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -46760.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46764.699219 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -46764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46765.105469 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -46765.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46765.910156 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -46765.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46766.816406 Penalty: 585.543701
	Iteration 21Q: 3 clusters Score -46766.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46767.750000 Penalty: 585.543701
	Iteration 22Q: 3 clusters Score -46767.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46770.132812 Penalty: 585.543701
	Iteration 23Q: 3 clusters Score -46770.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46771.691406 Penalty: 585.543701
	Iteration 24Q: 3 clusters Score -46771.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46773.218750 Penalty: 585.543701
	Iteration 25Q: 3 clusters Score -46773.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46773.218750 Penalty: 585.543701
	Iteration 26F: 3 clusters Score -46773.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -139410.062500 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -139410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -137786.796875 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -137786.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -138326.515625 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -138326.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -138411.859375 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -138411.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -138487.437500 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -138487.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -138538.890625 Penalty: 704.598083
	Iteration 4Q: 3 clusters Score -138538.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -138587.906250 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -138587.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -138638.890625 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -138638.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -138691.968750 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -138692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -138741.203125 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -138741.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -138802.328125 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -138802.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -138852.875000 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -138852.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -138904.156250 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -138904.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -138950.046875 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -138950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -138980.234375 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -138980.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -139002.406250 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -139002.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -139022.390625 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -139022.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -139044.843750 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -139044.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -139075.890625 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -139075.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -139101.078125 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -139101.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -139125.093750 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -139125.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -139143.515625 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -139143.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -139165.109375 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -139165.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -139183.671875 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -139183.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -139196.562500 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -139196.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -139204.015625 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -139204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -139208.640625 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -139208.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -139214.843750 Penalty: 704.598083
	Iteration 26Q: 3 clusters Score -139214.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -139224.281250 Penalty: 704.598083
	Iteration 27Q: 3 clusters Score -139224.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -139232.312500 Penalty: 704.598083
	Iteration 28Q: 3 clusters Score -139232.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -139237.312500 Penalty: 704.598083
	Iteration 29Q: 3 clusters Score -139237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -139243.296875 Penalty: 704.598083
	Iteration 30Q: 3 clusters Score -139243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -139249.218750 Penalty: 704.598083
	Iteration 31Q: 3 clusters Score -139249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -139256.125000 Penalty: 704.598083
	Iteration 32Q: 3 clusters Score -139256.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -139262.734375 Penalty: 704.598083
	Iteration 33Q: 3 clusters Score -139262.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -139269.687500 Penalty: 704.598083
	Iteration 34Q: 3 clusters Score -139269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -139274.593750 Penalty: 704.598083
	Iteration 35Q: 3 clusters Score -139274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -139278.031250 Penalty: 704.598083
	Iteration 36Q: 3 clusters Score -139278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -139281.375000 Penalty: 704.598083
	Iteration 37Q: 3 clusters Score -139281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -139283.781250 Penalty: 704.598083
	Iteration 38Q: 3 clusters Score -139283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -139284.984375 Penalty: 704.598083
	Iteration 39Q: 3 clusters Score -139285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -139285.515625 Penalty: 704.598083
	Iteration 40F: 3 clusters Score -139285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -139285.718750 Penalty: 704.598083
	Iteration 41Q: 3 clusters Score -139285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -139285.875000 Penalty: 704.598083
	Iteration 42Q: 3 clusters Score -139285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -139286.062500 Penalty: 704.598083
	Iteration 43Q: 3 clusters Score -139286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -139286.437500 Penalty: 704.598083
	Iteration 44Q: 3 clusters Score -139286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -139286.375000 Penalty: 704.598083
	Iteration 45Q: 3 clusters Score -139286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -139286.578125 Penalty: 704.598083
	Iteration 46Q: 3 clusters Score -139286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -139286.578125 Penalty: 704.598083
	Iteration 47F: 3 clusters Score -139286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -115539.875000 Penalty: 342.831696
	Iteration 0F: 2 clusters Score -115539.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -114188.492188 Penalty: 685.663391
	Iteration 0F: 3 clusters Score -114188.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -114561.007812 Penalty: 685.663391
	Iteration 1F: 3 clusters Score -114561 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -114608.757812 Penalty: 685.663391
	Iteration 2F: 3 clusters Score -114608.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -114648.914062 Penalty: 685.663391
	Iteration 3F: 3 clusters Score -114648.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -114681.007812 Penalty: 685.663391
	Iteration 4Q: 3 clusters Score -114681 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -114713.367188 Penalty: 685.663391
	Iteration 5Q: 3 clusters Score -114713.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -114752.914062 Penalty: 685.663391
	Iteration 6Q: 3 clusters Score -114752.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -114796.742188 Penalty: 685.663391
	Iteration 7Q: 3 clusters Score -114796.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -114854.671875 Penalty: 685.663391
	Iteration 8F: 3 clusters Score -114854.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -114913.101562 Penalty: 685.663391
	Iteration 9Q: 3 clusters Score -114913.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -114988.226562 Penalty: 685.663391
	Iteration 10Q: 3 clusters Score -114988.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -115080.265625 Penalty: 685.663391
	Iteration 11F: 3 clusters Score -115080.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -115148.757812 Penalty: 685.663391
	Iteration 12Q: 3 clusters Score -115148.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -115175.093750 Penalty: 685.663391
	Iteration 13Q: 3 clusters Score -115175.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -115198.171875 Penalty: 685.663391
	Iteration 14Q: 3 clusters Score -115198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -115218.234375 Penalty: 685.663391
	Iteration 15Q: 3 clusters Score -115218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -115224.632812 Penalty: 685.663391
	Iteration 16Q: 3 clusters Score -115224.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -115227.531250 Penalty: 685.663391
	Iteration 17Q: 3 clusters Score -115227.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -115228.953125 Penalty: 685.663391
	Iteration 18Q: 3 clusters Score -115229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -115229.828125 Penalty: 685.663391
	Iteration 19Q: 3 clusters Score -115229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -115230.828125 Penalty: 685.663391
	Iteration 20F: 3 clusters Score -115230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -115233.234375 Penalty: 685.663391
	Iteration 21Q: 3 clusters Score -115233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -115234.289062 Penalty: 685.663391
	Iteration 22Q: 3 clusters Score -115234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -115236.937500 Penalty: 685.663391
	Iteration 23Q: 3 clusters Score -115236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -115237.617188 Penalty: 685.663391
	Iteration 24Q: 3 clusters Score -115237.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -115237.617188 Penalty: 685.663391
	Iteration 25F: 3 clusters Score -115237.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -63124.132812 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -63124.13 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 540 members 
Entering Unmasked Estep 
Score: -62288.730469 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -62288.73 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -62560.679688 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -62560.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -62615.250000 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -62615.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -62648.875000 Penalty: 632.262268
	Iteration 3F: 3 clusters Score -62648.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -62676.554688 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -62676.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -62702.882812 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -62702.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -62725.527344 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -62725.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -62743.992188 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -62743.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -62763.261719 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -62763.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -62784.187500 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -62784.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -62796.078125 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -62796.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -62804.703125 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -62804.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -62812.539062 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -62812.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -62818.664062 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -62818.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -62824.218750 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -62824.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -62827.964844 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -62827.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -62829.703125 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -62829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -62830.589844 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -62830.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -62831.500000 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -62831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -62833.273438 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -62833.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -62833.273438 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -62833.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -16972.205078 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -16972.21 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 140 members 
Entering Unmasked Estep 
Score: -16620.408203 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -16620.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16710.113281 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -16710.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16735.810547 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -16735.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16743.025391 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -16743.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16749.005859 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -16749.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16755.830078 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -16755.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16778.957031 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -16778.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16813.167969 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -16813.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16830.539062 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -16830.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16846.972656 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -16846.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16850.849609 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -16850.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16856.015625 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -16856.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16858.638672 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -16858.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16864.750000 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -16864.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16865.134766 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -16865.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16865.681641 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -16865.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16865.681641 Penalty: 517.822693
	Iteration 16F: 3 clusters Score -16865.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3580.202393 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3580.202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3421.881348 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3421.881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3464.699219 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3464.699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3466.582520 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3466.583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3468.621338 Penalty: 387.903870
	Iteration 3Q: 3 clusters Score -3468.621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3468.621338 Penalty: 387.903870
	Iteration 4F: 3 clusters Score -3468.621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11601.824219 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11601.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11319.205078 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11319.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11446.206055 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11446.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11554.977539 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11554.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11608.836914 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -11608.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -11627.683594 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11627.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11666.024414 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11666.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11689.648438 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11689.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11701.342773 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11701.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11712.263672 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11712.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11712.263672 Penalty: 485.277405
	Iteration 9F: 3 clusters Score -11712.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 52 members 
Entering Unmasked Estep 
Score: -14139404.000000 Penalty: 62414.183594
Splitting cluster 44 changes total score from -14139621.000000 to -14139404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -88036.593750 Penalty: 319.984406
	Iteration 0F: 2 clusters Score -88036.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -87130.593750 Penalty: 639.968811
	Iteration 0F: 3 clusters Score -87130.59 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87475.617188 Penalty: 639.968811
	Iteration 1F: 3 clusters Score -87475.62 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -87593.437500 Penalty: 639.968811
	Iteration 2F: 3 clusters Score -87593.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -87649.789062 Penalty: 639.968811
	Iteration 3F: 3 clusters Score -87649.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -87684.460938 Penalty: 639.968811
	Iteration 4Q: 3 clusters Score -87684.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87709.781250 Penalty: 639.968811
	Iteration 5Q: 3 clusters Score -87709.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -87729.343750 Penalty: 639.968811
	Iteration 6Q: 3 clusters Score -87729.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -87735.976562 Penalty: 639.968811
	Iteration 7Q: 3 clusters Score -87735.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -87739.914062 Penalty: 639.968811
	Iteration 8Q: 3 clusters Score -87739.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -87746.179688 Penalty: 639.968811
	Iteration 9Q: 3 clusters Score -87746.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -87753.859375 Penalty: 639.968811
	Iteration 10Q: 3 clusters Score -87753.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -87762.585938 Penalty: 639.968811
	Iteration 11Q: 3 clusters Score -87762.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -87768.078125 Penalty: 639.968811
	Iteration 12Q: 3 clusters Score -87768.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -87773.046875 Penalty: 639.968811
	Iteration 13Q: 3 clusters Score -87773.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -87777.335938 Penalty: 639.968811
	Iteration 14Q: 3 clusters Score -87777.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87781.875000 Penalty: 639.968811
	Iteration 15Q: 3 clusters Score -87781.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -87785.710938 Penalty: 639.968811
	Iteration 16Q: 3 clusters Score -87785.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -87789.453125 Penalty: 639.968811
	Iteration 17Q: 3 clusters Score -87789.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -87795.359375 Penalty: 639.968811
	Iteration 18Q: 3 clusters Score -87795.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87800.078125 Penalty: 639.968811
	Iteration 19Q: 3 clusters Score -87800.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -87803.078125 Penalty: 639.968811
	Iteration 20F: 3 clusters Score -87803.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87805.664062 Penalty: 639.968811
	Iteration 21Q: 3 clusters Score -87805.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87807.632812 Penalty: 639.968811
	Iteration 22Q: 3 clusters Score -87807.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -87809.328125 Penalty: 639.968811
	Iteration 23Q: 3 clusters Score -87809.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87811.015625 Penalty: 639.968811
	Iteration 24Q: 3 clusters Score -87811.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87811.484375 Penalty: 639.968811
	Iteration 25Q: 3 clusters Score -87811.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87812.265625 Penalty: 639.968811
	Iteration 26Q: 3 clusters Score -87812.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87812.265625 Penalty: 639.968811
	Iteration 27F: 3 clusters Score -87812.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -51586.347656 Penalty: 311.147430
	Iteration 0F: 2 clusters Score -51586.35 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 456 members 
Entering Unmasked Estep 
Score: -50844.082031 Penalty: 622.294861
	Iteration 0F: 3 clusters Score -50844.08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -51185.382812 Penalty: 622.294861
	Iteration 1F: 3 clusters Score -51185.38 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -51281.683594 Penalty: 622.294861
	Iteration 2F: 3 clusters Score -51281.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -51336.085938 Penalty: 622.294861
	Iteration 3F: 3 clusters Score -51336.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -51375.480469 Penalty: 622.294861
	Iteration 4Q: 3 clusters Score -51375.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -51409.972656 Penalty: 622.294861
	Iteration 5Q: 3 clusters Score -51409.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -51444.132812 Penalty: 622.294861
	Iteration 6Q: 3 clusters Score -51444.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -51468.132812 Penalty: 622.294861
	Iteration 7Q: 3 clusters Score -51468.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -51479.765625 Penalty: 622.294861
	Iteration 8Q: 3 clusters Score -51479.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -51484.949219 Penalty: 622.294861
	Iteration 9Q: 3 clusters Score -51484.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -51486.656250 Penalty: 622.294861
	Iteration 10Q: 3 clusters Score -51486.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -51486.734375 Penalty: 622.294861
	Iteration 11Q: 3 clusters Score -51486.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -51486.734375 Penalty: 622.294861
	Iteration 12F: 3 clusters Score -51486.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -3656.900146 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -3656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3453.486328 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -3453.486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3551.254883 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -3551.255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3565.854248 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -3565.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3575.999268 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -3575.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3576.411133 Penalty: 419.070496
	Iteration 4Q: 3 clusters Score -3576.411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3576.411133 Penalty: 419.070496
	Iteration 5F: 3 clusters Score -3576.411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -9541.162109 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -9541.162 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 96 members 
Entering Unmasked Estep 
Score: -9273.781250 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -9273.781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9342.284180 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -9342.284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9376.743164 Penalty: 474.559143
	Iteration 2Q: 3 clusters Score -9376.743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9396.147461 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -9396.147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9430.080078 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -9430.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9447.249023 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -9447.249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9448.315430 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -9448.315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9448.315430 Penalty: 474.559143
	Iteration 7F: 3 clusters Score -9448.315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13069.098633 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -13069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12738.571289 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12738.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12817.434570 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12817.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12861.897461 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12861.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12872.748047 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12872.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12886.890625 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12886.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12891.445312 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12891.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12898.825195 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12898.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12901.087891 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12901.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12907.551758 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12907.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12911.215820 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12911.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12914.197266 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12916.133789 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12916.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12921.555664 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -12921.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12933.381836 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -12933.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12968.801758 Penalty: 501.722015
	Iteration 14Q: 3 clusters Score -12968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12977.934570 Penalty: 501.722015
	Iteration 15Q: 3 clusters Score -12977.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12989.012695 Penalty: 501.722015
	Iteration 16Q: 3 clusters Score -12989.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12995.597656 Penalty: 501.722015
	Iteration 17Q: 3 clusters Score -12995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13003.021484 Penalty: 501.722015
	Iteration 18Q: 3 clusters Score -13003.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13005.870117 Penalty: 501.722015
	Iteration 19Q: 3 clusters Score -13005.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13012.662109 Penalty: 501.722015
	Iteration 20F: 3 clusters Score -13012.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13017.723633 Penalty: 501.722015
	Iteration 21Q: 3 clusters Score -13017.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13023.835938 Penalty: 501.722015
	Iteration 22Q: 3 clusters Score -13023.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13031.337891 Penalty: 501.722015
	Iteration 23Q: 3 clusters Score -13031.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13054.634766 Penalty: 501.722015
	Iteration 24Q: 3 clusters Score -13054.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13075.537109 Penalty: 501.722015
	Iteration 25Q: 3 clusters Score -13075.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13112.771484 Penalty: 501.722015
	Iteration 26Q: 3 clusters Score -13112.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13113.295898 Penalty: 501.722015
	Iteration 27Q: 3 clusters Score -13113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13113.295898 Penalty: 501.722015
	Iteration 28F: 3 clusters Score -13113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 178 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 70 members 
Entering Unmasked Estep 
Score: -14139356.000000 Penalty: 62414.183594
Splitting cluster 49 changes total score from -14139621.000000 to -14139356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -4519.745117 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -4519.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4338.804199 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -4338.804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4382.410645 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -4382.411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4402.840820 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -4402.841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4420.495117 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -4420.495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4439.801270 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -4439.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4454.241211 Penalty: 396.460510
	Iteration 5Q: 3 clusters Score -4454.241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4467.762207 Penalty: 396.460510
	Iteration 6Q: 3 clusters Score -4467.762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4483.482422 Penalty: 396.460510
	Iteration 7Q: 3 clusters Score -4483.482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4486.843262 Penalty: 396.460510
	Iteration 8Q: 3 clusters Score -4486.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4486.843262 Penalty: 396.460510
	Iteration 9F: 3 clusters Score -4486.843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -155086.187500 Penalty: 356.644623
	Iteration 0F: 2 clusters Score -155086.2 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 1309 members 
Entering Unmasked Estep 
Score: -153286.843750 Penalty: 713.289246
	Iteration 0F: 3 clusters Score -153286.8 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -153909.781250 Penalty: 713.289246
	Iteration 1F: 3 clusters Score -153909.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -154066.046875 Penalty: 713.289246
	Iteration 2F: 3 clusters Score -154066 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -154219.656250 Penalty: 713.289246
	Iteration 3F: 3 clusters Score -154219.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -154370.078125 Penalty: 713.289246
	Iteration 4F: 3 clusters Score -154370.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -154494.609375 Penalty: 713.289246
	Iteration 5F: 3 clusters Score -154494.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -154598.234375 Penalty: 713.289246
	Iteration 6Q: 3 clusters Score -154598.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -154654.234375 Penalty: 713.289246
	Iteration 7Q: 3 clusters Score -154654.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -154683.781250 Penalty: 713.289246
	Iteration 8Q: 3 clusters Score -154683.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -154711.031250 Penalty: 713.289246
	Iteration 9Q: 3 clusters Score -154711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -154729.609375 Penalty: 713.289246
	Iteration 10Q: 3 clusters Score -154729.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -154752.125000 Penalty: 713.289246
	Iteration 11Q: 3 clusters Score -154752.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -154765.984375 Penalty: 713.289246
	Iteration 12Q: 3 clusters Score -154766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -154773.296875 Penalty: 713.289246
	Iteration 13Q: 3 clusters Score -154773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -154777.031250 Penalty: 713.289246
	Iteration 14Q: 3 clusters Score -154777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -154778.671875 Penalty: 713.289246
	Iteration 15Q: 3 clusters Score -154778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -154780.203125 Penalty: 713.289246
	Iteration 16Q: 3 clusters Score -154780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -154780.203125 Penalty: 713.289246
	Iteration 17Q: 3 clusters Score -154780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -154780.640625 Penalty: 713.289246
	Iteration 18Q: 3 clusters Score -154780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -154780.703125 Penalty: 713.289246
	Iteration 19Q: 3 clusters Score -154780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -154780.703125 Penalty: 713.289246
	Iteration 20F: 3 clusters Score -154780.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -8523.055664 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -8523.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8267.580078 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -8267.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8324.559570 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -8324.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8345.844727 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -8345.845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8367.018555 Penalty: 466.820770
	Iteration 3F: 3 clusters Score -8367.019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8393.297852 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -8393.298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8406.719727 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -8406.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8412.188477 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -8412.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8413.155273 Penalty: 466.820770
	Iteration 7Q: 3 clusters Score -8413.155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8413.155273 Penalty: 466.820770
	Iteration 8F: 3 clusters Score -8413.155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26510.722656 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26510.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26024.064453 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -26024.06 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -26127.498047 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26127.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26167.101562 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26167.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26200.332031 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -26200.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26227.125000 Penalty: 563.504944
	Iteration 4F: 3 clusters Score -26227.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -26239.468750 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26239.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -26249.925781 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26249.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -26263.343750 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26263.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26270.031250 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26270.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -26275.083984 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -26275.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26277.910156 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -26277.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26280.310547 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -26280.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26280.835938 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -26280.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -26281.121094 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -26281.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26281.341797 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -26281.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26281.341797 Penalty: 563.504944
	Iteration 15F: 3 clusters Score -26281.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -9224.470703 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -9224.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8980.539062 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -8980.539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9029.773438 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -9029.773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9041.513672 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -9041.514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9054.998047 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -9054.998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9058.591797 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -9058.592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9060.975586 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -9060.976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9060.975586 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -9060.976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -34885.191406 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -34885.19 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 277 members 
Entering Unmasked Estep 
Score: -34369.660156 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -34369.66 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34553.492188 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -34553.49 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34628.882812 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -34628.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34664.195312 Penalty: 580.436768
	Iteration 3F: 3 clusters Score -34664.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34695.289062 Penalty: 580.436768
	Iteration 4Q: 3 clusters Score -34695.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34707.242188 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -34707.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34709.710938 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -34709.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34712.214844 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -34712.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34714.269531 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -34714.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34717.656250 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -34717.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34725.179688 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -34725.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34729.726562 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -34729.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34735.082031 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -34735.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34739.324219 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -34739.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34740.906250 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -34740.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34743.976562 Penalty: 580.436768
	Iteration 15Q: 3 clusters Score -34743.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34748.925781 Penalty: 580.436768
	Iteration 16Q: 3 clusters Score -34748.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34752.500000 Penalty: 580.436768
	Iteration 17Q: 3 clusters Score -34752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34757.585938 Penalty: 580.436768
	Iteration 18Q: 3 clusters Score -34757.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34761.929688 Penalty: 580.436768
	Iteration 19Q: 3 clusters Score -34761.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34763.917969 Penalty: 580.436768
	Iteration 20F: 3 clusters Score -34763.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34768.386719 Penalty: 580.436768
	Iteration 21Q: 3 clusters Score -34768.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34770.480469 Penalty: 580.436768
	Iteration 22Q: 3 clusters Score -34770.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34771.605469 Penalty: 580.436768
	Iteration 23Q: 3 clusters Score -34771.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34772.605469 Penalty: 580.436768
	Iteration 24Q: 3 clusters Score -34772.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34776.171875 Penalty: 580.436768
	Iteration 25Q: 3 clusters Score -34776.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34782.777344 Penalty: 580.436768
	Iteration 26Q: 3 clusters Score -34782.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34788.097656 Penalty: 580.436768
	Iteration 27Q: 3 clusters Score -34788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34805.691406 Penalty: 580.436768
	Iteration 28Q: 3 clusters Score -34805.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34811.757812 Penalty: 580.436768
	Iteration 29Q: 3 clusters Score -34811.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34811.988281 Penalty: 580.436768
	Iteration 30Q: 3 clusters Score -34811.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34813.441406 Penalty: 580.436768
	Iteration 31Q: 3 clusters Score -34813.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34814.062500 Penalty: 580.436768
	Iteration 32Q: 3 clusters Score -34814.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34814.062500 Penalty: 580.436768
	Iteration 33F: 3 clusters Score -34814.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -24357.980469 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24357.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23964.480469 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23964.48 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24044.130859 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24044.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24064.044922 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24064.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24070.757812 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -24070.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24076.593750 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24076.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24082.025391 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24082.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24099.699219 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24099.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24111.669922 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24111.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24121.751953 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24121.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24135.109375 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24135.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24137.869141 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24137.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24138.931641 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -24138.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24141.134766 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -24141.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24141.134766 Penalty: 531.498352
	Iteration 13F: 3 clusters Score -24141.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -15508.580078 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -15508.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15164.092773 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -15164.09 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15224.696289 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -15224.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15247.830078 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -15247.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15258.747070 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -15258.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15267.790039 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -15267.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15268.227539 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -15268.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15268.227539 Penalty: 509.118713
	Iteration 6F: 3 clusters Score -15268.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9746.083008 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9746.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9464.011719 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9464.012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9530.245117 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9530.245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9557.488281 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9557.488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9563.829102 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -9563.829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9572.534180 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9572.534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9575.635742 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9575.636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9578.647461 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9578.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9578.647461 Penalty: 475.542938
	Iteration 7F: 3 clusters Score -9578.647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13719.609375 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13719.61 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 125 members 
Entering Unmasked Estep 
Score: -13390.840820 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13390.84 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13516.044922 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13516.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13570.626953 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13570.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13595.725586 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -13595.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13608.605469 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -13608.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13622.359375 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -13622.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13629.601562 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -13629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13632.726562 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -13632.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13637.005859 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -13637.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13640.245117 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -13640.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13641.373047 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -13641.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13642.628906 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -13642.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13644.800781 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -13644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13653.397461 Penalty: 514.695251
	Iteration 13Q: 3 clusters Score -13653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13658.301758 Penalty: 514.695251
	Iteration 14Q: 3 clusters Score -13658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13661.689453 Penalty: 514.695251
	Iteration 15Q: 3 clusters Score -13661.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13665.400391 Penalty: 514.695251
	Iteration 16Q: 3 clusters Score -13665.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13665.400391 Penalty: 514.695251
	Iteration 17F: 3 clusters Score -13665.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9865.852539 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9865.853 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 64 members 
Entering Unmasked Estep 
Score: -9622.293945 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9622.294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9672.247070 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9672.247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9699.427734 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -9699.428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9706.663086 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -9706.663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9711.640625 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9711.641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9711.640625 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -9711.641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7640.031738 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7640.032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7408.937988 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7408.938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7503.776367 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7503.776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7522.086426 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7522.086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7523.690918 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7523.691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7523.690918 Penalty: 445.703430
	Iteration 4F: 3 clusters Score -7523.691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (16379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Entering Unmasked Estep 
Score: -1387738.250000 Penalty: 441.520874
	Iteration 0F: 2 clusters Score -1387738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1379121.375000 Penalty: 883.041748
	Iteration 0F: 3 clusters Score -1379121 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1383771.875000 Penalty: 883.041748
	Iteration 1F: 3 clusters Score -1383772 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1384266.000000 Penalty: 883.041748
	Iteration 2F: 3 clusters Score -1384266 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1385039.625000 Penalty: 883.041748
	Iteration 3F: 3 clusters Score -1385040 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1385935.625000 Penalty: 883.041748
	Iteration 4F: 3 clusters Score -1385936 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1386523.000000 Penalty: 883.041748
	Iteration 5F: 3 clusters Score -1386523 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1386717.000000 Penalty: 883.041748
	Iteration 6Q: 3 clusters Score -1386717 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1386767.625000 Penalty: 883.041748
	Iteration 7Q: 3 clusters Score -1386768 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1386790.500000 Penalty: 883.041748
	Iteration 8Q: 3 clusters Score -1386790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1386811.875000 Penalty: 883.041748
	Iteration 9Q: 3 clusters Score -1386812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1386824.750000 Penalty: 883.041748
	Iteration 10Q: 3 clusters Score -1386825 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1386835.125000 Penalty: 883.041748
	Iteration 11Q: 3 clusters Score -1386835 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1386846.250000 Penalty: 883.041748
	Iteration 12Q: 3 clusters Score -1386846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1386856.750000 Penalty: 883.041748
	Iteration 13Q: 3 clusters Score -1386857 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1386870.750000 Penalty: 883.041748
	Iteration 14Q: 3 clusters Score -1386871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1386880.125000 Penalty: 883.041748
	Iteration 15Q: 3 clusters Score -1386880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1386889.375000 Penalty: 883.041748
	Iteration 16Q: 3 clusters Score -1386889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1386898.625000 Penalty: 883.041748
	Iteration 17Q: 3 clusters Score -1386899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1386903.125000 Penalty: 883.041748
	Iteration 18Q: 3 clusters Score -1386903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1386911.375000 Penalty: 883.041748
	Iteration 19Q: 3 clusters Score -1386911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1386924.125000 Penalty: 883.041748
	Iteration 20F: 3 clusters Score -1386924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1386929.625000 Penalty: 883.041748
	Iteration 21Q: 3 clusters Score -1386930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1386934.000000 Penalty: 883.041748
	Iteration 22Q: 3 clusters Score -1386934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1386941.625000 Penalty: 883.041748
	Iteration 23Q: 3 clusters Score -1386942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1386951.750000 Penalty: 883.041748
	Iteration 24Q: 3 clusters Score -1386952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1386968.750000 Penalty: 883.041748
	Iteration 25Q: 3 clusters Score -1386969 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1386979.625000 Penalty: 883.041748
	Iteration 26Q: 3 clusters Score -1386980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1386988.500000 Penalty: 883.041748
	Iteration 27Q: 3 clusters Score -1386988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1387008.625000 Penalty: 883.041748
	Iteration 28Q: 3 clusters Score -1387009 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1387021.625000 Penalty: 883.041748
	Iteration 29Q: 3 clusters Score -1387022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1387024.750000 Penalty: 883.041748
	Iteration 30Q: 3 clusters Score -1387025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1387030.625000 Penalty: 883.041748
	Iteration 31Q: 3 clusters Score -1387031 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1387036.625000 Penalty: 883.041748
	Iteration 32Q: 3 clusters Score -1387037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1387039.625000 Penalty: 883.041748
	Iteration 33Q: 3 clusters Score -1387040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1387049.000000 Penalty: 883.041748
	Iteration 34Q: 3 clusters Score -1387049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1387056.375000 Penalty: 883.041748
	Iteration 35Q: 3 clusters Score -1387056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1387059.625000 Penalty: 883.041748
	Iteration 36Q: 3 clusters Score -1387060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1387061.625000 Penalty: 883.041748
	Iteration 37Q: 3 clusters Score -1387062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1387067.000000 Penalty: 883.041748
	Iteration 38Q: 3 clusters Score -1387067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1387064.500000 Penalty: 883.041748
	Iteration 39Q: 3 clusters Score -1387064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1387066.875000 Penalty: 883.041748
	Iteration 40F: 3 clusters Score -1387067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1387068.000000 Penalty: 883.041748
	Iteration 41Q: 3 clusters Score -1387068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1387067.125000 Penalty: 883.041748
	Iteration 42Q: 3 clusters Score -1387067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1387065.500000 Penalty: 883.041748
	Iteration 43Q: 3 clusters Score -1387066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1387060.875000 Penalty: 883.041748
	Iteration 44Q: 3 clusters Score -1387061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1387065.250000 Penalty: 883.041748
	Iteration 45Q: 3 clusters Score -1387065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1387066.375000 Penalty: 883.041748
	Iteration 46Q: 3 clusters Score -1387066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1387067.875000 Penalty: 883.041748
	Iteration 47Q: 3 clusters Score -1387068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1387071.500000 Penalty: 883.041748
	Iteration 48Q: 3 clusters Score -1387072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1387072.750000 Penalty: 883.041748
	Iteration 49Q: 3 clusters Score -1387073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1387074.500000 Penalty: 883.041748
	Iteration 50Q: 3 clusters Score -1387074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1387075.750000 Penalty: 883.041748
	Iteration 51Q: 3 clusters Score -1387076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1387076.000000 Penalty: 883.041748
	Iteration 52Q: 3 clusters Score -1387076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1387079.250000 Penalty: 883.041748
	Iteration 53Q: 3 clusters Score -1387079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1387079.250000 Penalty: 883.041748
	Iteration 54Q: 3 clusters Score -1387079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1387080.750000 Penalty: 883.041748
	Iteration 55Q: 3 clusters Score -1387081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1387080.375000 Penalty: 883.041748
	Iteration 56Q: 3 clusters Score -1387080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1387079.125000 Penalty: 883.041748
	Iteration 57Q: 3 clusters Score -1387079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1387079.000000 Penalty: 883.041748
	Iteration 58Q: 3 clusters Score -1387079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1387078.500000 Penalty: 883.041748
	Iteration 59Q: 3 clusters Score -1387078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1387078.875000 Penalty: 883.041748
	Iteration 60F: 3 clusters Score -1387079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1387077.375000 Penalty: 883.041748
	Iteration 61Q: 3 clusters Score -1387077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1387076.625000 Penalty: 883.041748
	Iteration 62Q: 3 clusters Score -1387077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1387078.125000 Penalty: 883.041748
	Iteration 63Q: 3 clusters Score -1387078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1387080.375000 Penalty: 883.041748
	Iteration 64Q: 3 clusters Score -1387080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1387079.375000 Penalty: 883.041748
	Iteration 65Q: 3 clusters Score -1387079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1387083.500000 Penalty: 883.041748
	Iteration 66Q: 3 clusters Score -1387084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1387086.000000 Penalty: 883.041748
	Iteration 67Q: 3 clusters Score -1387086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1387084.000000 Penalty: 883.041748
	Iteration 68Q: 3 clusters Score -1387084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1387086.125000 Penalty: 883.041748
	Iteration 69Q: 3 clusters Score -1387086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1387085.750000 Penalty: 883.041748
	Iteration 70Q: 3 clusters Score -1387086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1387087.250000 Penalty: 883.041748
	Iteration 71Q: 3 clusters Score -1387087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1387085.500000 Penalty: 883.041748
	Iteration 72Q: 3 clusters Score -1387086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1387084.750000 Penalty: 883.041748
	Iteration 73Q: 3 clusters Score -1387085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1387087.750000 Penalty: 883.041748
	Iteration 74Q: 3 clusters Score -1387088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1387087.750000 Penalty: 883.041748
	Iteration 75F: 3 clusters Score -1387088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -53939.074219 Penalty: 309.710754
	Iteration 0F: 2 clusters Score -53939.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -53187.972656 Penalty: 619.421509
	Iteration 0F: 3 clusters Score -53187.97 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -53410.257812 Penalty: 619.421509
	Iteration 1F: 3 clusters Score -53410.26 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -53463.511719 Penalty: 619.421509
	Iteration 2F: 3 clusters Score -53463.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -53496.582031 Penalty: 619.421509
	Iteration 3F: 3 clusters Score -53496.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53522.382812 Penalty: 619.421509
	Iteration 4Q: 3 clusters Score -53522.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -53545.859375 Penalty: 619.421509
	Iteration 5Q: 3 clusters Score -53545.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -53561.972656 Penalty: 619.421509
	Iteration 6Q: 3 clusters Score -53561.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -53578.675781 Penalty: 619.421509
	Iteration 7Q: 3 clusters Score -53578.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -53588.523438 Penalty: 619.421509
	Iteration 8Q: 3 clusters Score -53588.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -53592.937500 Penalty: 619.421509
	Iteration 9Q: 3 clusters Score -53592.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -53596.300781 Penalty: 619.421509
	Iteration 10Q: 3 clusters Score -53596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -53596.300781 Penalty: 619.421509
	Iteration 11F: 3 clusters Score -53596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -20176.496094 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -20176.5 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 191 members 
Entering Unmasked Estep 
Score: -19777.048828 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -19777.05 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19904.935547 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -19904.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19953.496094 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -19953.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19973.595703 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -19973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19983.437500 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -19983.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19995.025391 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -19995.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20006.419922 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -20006.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20019.208984 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -20019.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20024.146484 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -20024.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20033.822266 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -20033.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20045.761719 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -20045.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20079.882812 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -20079.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20117.707031 Penalty: 542.216614
	Iteration 12Q: 3 clusters Score -20117.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20130.720703 Penalty: 542.216614
	Iteration 13Q: 3 clusters Score -20130.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20132.160156 Penalty: 542.216614
	Iteration 14Q: 3 clusters Score -20132.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20134.611328 Penalty: 542.216614
	Iteration 15Q: 3 clusters Score -20134.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20140.072266 Penalty: 542.216614
	Iteration 16Q: 3 clusters Score -20140.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20147.527344 Penalty: 542.216614
	Iteration 17Q: 3 clusters Score -20147.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20152.699219 Penalty: 542.216614
	Iteration 18Q: 3 clusters Score -20152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20157.195312 Penalty: 542.216614
	Iteration 19Q: 3 clusters Score -20157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20157.195312 Penalty: 542.216614
	Iteration 20F: 3 clusters Score -20157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2241.356689 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2241.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2272.976562 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2272.977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2352.401855 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2352.402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -2374.387939 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2374.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -2381.785156 Penalty: 372.585358
	Iteration 3Q: 3 clusters Score -2381.785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -2421.477295 Penalty: 372.585358
	Iteration 4Q: 3 clusters Score -2421.477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -2421.477295 Penalty: 372.585358
	Iteration 5F: 3 clusters Score -2421.477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 47 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 13 members 
Entering Unmasked Estep 
Score: -14139420.000000 Penalty: 62414.183594
Splitting cluster 65 changes total score from -14139621.000000 to -14139420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -27056.802734 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -27056.8 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 250 members 
Entering Unmasked Estep 
Score: -26573.003906 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -26573 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26710.826172 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26710.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26763.029297 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26763.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26790.238281 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -26790.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26827.693359 Penalty: 563.318665
	Iteration 4F: 3 clusters Score -26827.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26851.730469 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26851.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26860.437500 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26860.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26871.722656 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26871.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26888.810547 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26888.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26897.601562 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26900.398438 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26900.707031 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -26900.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26900.707031 Penalty: 563.318665
	Iteration 12F: 3 clusters Score -26900.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7482.778809 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7482.779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7256.231445 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7256.231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7300.717773 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7300.718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7322.913086 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7322.913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7364.873047 Penalty: 442.945648
	Iteration 3F: 3 clusters Score -7364.873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7395.476074 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7395.476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7413.806641 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -7413.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7432.393066 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -7432.393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7437.939941 Penalty: 442.945648
	Iteration 7Q: 3 clusters Score -7437.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7437.939941 Penalty: 442.945648
	Iteration 8F: 3 clusters Score -7437.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -35413.144531 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -35413.14 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 246 members 
Entering Unmasked Estep 
Score: -34897.105469 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -34897.11 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35035.738281 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -35035.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35082.554688 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -35082.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35126.937500 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -35126.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35172.703125 Penalty: 569.621948
	Iteration 4F: 3 clusters Score -35172.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -35227.015625 Penalty: 569.621948
	Iteration 5F: 3 clusters Score -35227.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35281.167969 Penalty: 569.621948
	Iteration 6F: 3 clusters Score -35281.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35326.527344 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -35326.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35357.621094 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -35357.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35376.910156 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -35376.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35385.003906 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -35385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35389.304688 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -35389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35395.328125 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -35395.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35403.957031 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -35403.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35410.105469 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -35410.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -35412.496094 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -35412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35416.078125 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -35416.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35418.339844 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -35418.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35419.812500 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -35419.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35419.812500 Penalty: 569.621948
	Iteration 19F: 3 clusters Score -35419.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 377 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 146 members 
Entering Unmasked Estep 
Score: -14139352.000000 Penalty: 62414.183594
Splitting cluster 68 changes total score from -14139621.000000 to -14139352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3846.139893 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3846.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3684.509766 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3684.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3737.122559 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3737.123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3749.979248 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3749.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3749.979248 Penalty: 398.764435
	Iteration 3F: 3 clusters Score -3749.979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -92817.242188 Penalty: 320.264648
	Iteration 0F: 2 clusters Score -92817.24 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 582 members 
Entering Unmasked Estep 
Score: -91925.781250 Penalty: 640.529297
	Iteration 0F: 3 clusters Score -91925.78 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92203.546875 Penalty: 640.529297
	Iteration 1F: 3 clusters Score -92203.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -92250.093750 Penalty: 640.529297
	Iteration 2F: 3 clusters Score -92250.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -92282.179688 Penalty: 640.529297
	Iteration 3Q: 3 clusters Score -92282.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -92323.273438 Penalty: 640.529297
	Iteration 4Q: 3 clusters Score -92323.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -92362.859375 Penalty: 640.529297
	Iteration 5Q: 3 clusters Score -92362.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92389.234375 Penalty: 640.529297
	Iteration 6Q: 3 clusters Score -92389.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92409.468750 Penalty: 640.529297
	Iteration 7Q: 3 clusters Score -92409.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92433.679688 Penalty: 640.529297
	Iteration 8Q: 3 clusters Score -92433.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -92454.031250 Penalty: 640.529297
	Iteration 9Q: 3 clusters Score -92454.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -92464.632812 Penalty: 640.529297
	Iteration 10Q: 3 clusters Score -92464.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -92469.757812 Penalty: 640.529297
	Iteration 11Q: 3 clusters Score -92469.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -92476.062500 Penalty: 640.529297
	Iteration 12Q: 3 clusters Score -92476.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -92482.539062 Penalty: 640.529297
	Iteration 13Q: 3 clusters Score -92482.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -92488.398438 Penalty: 640.529297
	Iteration 14Q: 3 clusters Score -92488.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -92495.640625 Penalty: 640.529297
	Iteration 15Q: 3 clusters Score -92495.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -92506.507812 Penalty: 640.529297
	Iteration 16Q: 3 clusters Score -92506.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -92513.093750 Penalty: 640.529297
	Iteration 17Q: 3 clusters Score -92513.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -92516.515625 Penalty: 640.529297
	Iteration 18Q: 3 clusters Score -92516.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -92518.804688 Penalty: 640.529297
	Iteration 19Q: 3 clusters Score -92518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -92519.546875 Penalty: 640.529297
	Iteration 20F: 3 clusters Score -92519.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -12253.033203 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -12253.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11945.735352 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11945.74 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12033.217773 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -12033.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12069.117188 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -12069.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12108.166016 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -12108.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12130.181641 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -12130.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12152.792969 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -12152.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12168.176758 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -12168.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12176.024414 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -12176.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12180.375000 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -12180.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12187.387695 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -12187.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12209.836914 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -12209.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12236.631836 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -12236.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12267.555664 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -12267.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12271.557617 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -12271.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12276.176758 Penalty: 495.260010
	Iteration 14Q: 3 clusters Score -12276.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12282.782227 Penalty: 495.260010
	Iteration 15Q: 3 clusters Score -12282.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12293.588867 Penalty: 495.260010
	Iteration 16Q: 3 clusters Score -12293.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12295.361328 Penalty: 495.260010
	Iteration 17Q: 3 clusters Score -12295.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12295.361328 Penalty: 495.260010
	Iteration 18F: 3 clusters Score -12295.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 72 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 159 members 
Entering Unmasked Estep 
Score: -14139350.000000 Penalty: 62414.183594
Splitting cluster 71 changes total score from -14139621.000000 to -14139350.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -14099.216797 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -14099.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13765.331055 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -13765.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13843.369141 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -13843.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13854.278320 Penalty: 503.538452
	Iteration 2Q: 3 clusters Score -13854.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13860.130859 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -13860.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13868.011719 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -13868.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13868.232422 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -13868.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13868.232422 Penalty: 503.538452
	Iteration 6F: 3 clusters Score -13868.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -20199.439453 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -20199.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19801.599609 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -19801.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19914.761719 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -19914.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19944.429688 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -19944.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19963.552734 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -19963.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19983.972656 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -19983.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19998.644531 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -19998.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20014.816406 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -20014.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20033.099609 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -20033.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20049.667969 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -20049.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20055.316406 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -20055.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20060.716797 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -20060.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20064.605469 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -20064.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20064.773438 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -20064.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20064.773438 Penalty: 533.590454
	Iteration 13F: 3 clusters Score -20064.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -30051.521484 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -30051.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29585.328125 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -29585.33 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29734.134766 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -29734.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29805.830078 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -29805.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29849.472656 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -29849.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29880.898438 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -29880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29889.820312 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -29889.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29891.847656 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -29891.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29892.277344 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -29892.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29892.277344 Penalty: 554.924744
	Iteration 8F: 3 clusters Score -29892.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15375.674805 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -15375.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15068.899414 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -15068.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15142.258789 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -15142.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15166.993164 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -15166.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15179.424805 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -15179.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15184.769531 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -15184.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15187.700195 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -15187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15192.497070 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -15192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15196.935547 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -15196.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15200.161133 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -15200.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15201.827148 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -15201.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15201.827148 Penalty: 493.268707
	Iteration 10F: 3 clusters Score -15201.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -13372.261719 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -13372.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13070.688477 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -13070.69 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13139.664062 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -13139.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13166.146484 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -13166.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13181.302734 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -13181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13188.268555 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -13188.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13194.876953 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -13194.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13196.616211 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -13196.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13210.342773 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -13210.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13210.708984 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -13210.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13210.708984 Penalty: 490.405548
	Iteration 9F: 3 clusters Score -13210.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -13987.830078 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -13987.83 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 133 members 
Entering Unmasked Estep 
Score: -13672.587891 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13672.59 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13790.941406 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -13790.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13838.983398 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -13838.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13878.376953 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -13878.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13899.687500 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -13899.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13915.128906 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -13915.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13916.934570 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -13916.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13918.325195 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -13918.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13930.924805 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -13930.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13935.892578 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -13935.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13940.725586 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -13940.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13941.090820 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -13941.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13942.408203 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -13942.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13942.408203 Penalty: 511.785614
	Iteration 13F: 3 clusters Score -13942.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -22084.912109 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -22084.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21670.929688 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -21670.93 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21767.857422 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -21767.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21785.744141 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -21785.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21800.207031 Penalty: 544.308716
	Iteration 3Q: 3 clusters Score -21800.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21802.656250 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -21802.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21804.732422 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -21804.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21804.867188 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -21804.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21804.867188 Penalty: 544.308716
	Iteration 7F: 3 clusters Score -21804.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -24398.527344 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -24398.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23960.912109 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -23960.91 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24080.917969 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -24080.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24106.322266 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -24106.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24125.734375 Penalty: 555.129028
	Iteration 3Q: 3 clusters Score -24125.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24132.324219 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -24132.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24134.279297 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -24134.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24140.707031 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -24140.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24146.644531 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -24146.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24150.968750 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -24150.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24159.341797 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -24159.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24170.253906 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -24170.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24175.564453 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -24175.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24182.722656 Penalty: 555.129028
	Iteration 12Q: 3 clusters Score -24182.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24190.595703 Penalty: 555.129028
	Iteration 13Q: 3 clusters Score -24190.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24205.890625 Penalty: 555.129028
	Iteration 14Q: 3 clusters Score -24205.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24239.724609 Penalty: 555.129028
	Iteration 15Q: 3 clusters Score -24239.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24247.548828 Penalty: 555.129028
	Iteration 16Q: 3 clusters Score -24247.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24250.777344 Penalty: 555.129028
	Iteration 17Q: 3 clusters Score -24250.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24252.798828 Penalty: 555.129028
	Iteration 18Q: 3 clusters Score -24252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24254.751953 Penalty: 555.129028
	Iteration 19Q: 3 clusters Score -24254.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24258.375000 Penalty: 555.129028
	Iteration 20F: 3 clusters Score -24258.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24265.578125 Penalty: 555.129028
	Iteration 21Q: 3 clusters Score -24265.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24275.482422 Penalty: 555.129028
	Iteration 22Q: 3 clusters Score -24275.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24284.396484 Penalty: 555.129028
	Iteration 23Q: 3 clusters Score -24284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24290.472656 Penalty: 555.129028
	Iteration 24Q: 3 clusters Score -24290.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24296.929688 Penalty: 555.129028
	Iteration 25Q: 3 clusters Score -24296.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24297.246094 Penalty: 555.129028
	Iteration 26Q: 3 clusters Score -24297.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24299.111328 Penalty: 555.129028
	Iteration 27Q: 3 clusters Score -24299.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24300.656250 Penalty: 555.129028
	Iteration 28Q: 3 clusters Score -24300.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24304.089844 Penalty: 555.129028
	Iteration 29Q: 3 clusters Score -24304.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24307.933594 Penalty: 555.129028
	Iteration 30Q: 3 clusters Score -24307.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24309.886719 Penalty: 555.129028
	Iteration 31Q: 3 clusters Score -24309.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24313.527344 Penalty: 555.129028
	Iteration 32Q: 3 clusters Score -24313.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24316.148438 Penalty: 555.129028
	Iteration 33Q: 3 clusters Score -24316.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24318.443359 Penalty: 555.129028
	Iteration 34Q: 3 clusters Score -24318.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24319.210938 Penalty: 555.129028
	Iteration 35Q: 3 clusters Score -24319.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24319.574219 Penalty: 555.129028
	Iteration 36Q: 3 clusters Score -24319.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24320.035156 Penalty: 555.129028
	Iteration 37Q: 3 clusters Score -24320.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24320.035156 Penalty: 555.129028
	Iteration 38F: 3 clusters Score -24320.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6547.393555 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6547.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6332.898926 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6332.899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6376.031250 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6376.031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6383.455566 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -6383.456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6387.367188 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6387.367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6393.641602 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6393.642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6394.456543 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -6394.457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6394.456543 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -6394.457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -5522.925293 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -5522.925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5341.888184 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -5341.888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5397.265137 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -5397.265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5401.454102 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -5401.454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5405.785645 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -5405.786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5409.141602 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -5409.142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5409.141602 Penalty: 407.437653
	Iteration 5F: 3 clusters Score -5409.142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -14768.084961 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -14768.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14482.988281 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -14482.99 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14571.381836 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -14571.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14597.542969 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -14597.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14651.613281 Penalty: 483.501770
	Iteration 3F: 3 clusters Score -14651.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14672.503906 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -14672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14685.171875 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -14685.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14696.897461 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -14696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14711.327148 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -14711.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14717.354492 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -14717.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14722.006836 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -14722.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14736.001953 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -14736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14754.614258 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -14754.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14754.614258 Penalty: 483.501770
	Iteration 12F: 3 clusters Score -14754.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -80423.015625 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -80423.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -79409.195312 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -79409.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -79744.304688 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -79744.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79810.250000 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -79810.25 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79866.093750 Penalty: 654.007996
	Iteration 3F: 3 clusters Score -79866.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79921.953125 Penalty: 654.007996
	Iteration 4F: 3 clusters Score -79921.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79974.343750 Penalty: 654.007996
	Iteration 5F: 3 clusters Score -79974.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -80029.875000 Penalty: 654.007996
	Iteration 6F: 3 clusters Score -80029.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -80076.976562 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -80076.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -80101.828125 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -80101.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -80115.390625 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -80115.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -80126.859375 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -80126.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -80139.773438 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -80139.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -80151.992188 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -80151.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -80164.414062 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -80164.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -80169.351562 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -80169.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -80173.148438 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -80173.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -80176.195312 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -80176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -80177.390625 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -80177.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -80177.390625 Penalty: 654.007996
	Iteration 18F: 3 clusters Score -80177.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (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: -17087.566406 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -17087.57 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 179 members 
Entering Unmasked Estep 
Score: -16738.658203 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -16738.66 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16836.527344 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -16836.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16873.669922 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -16873.67 nChanged 20
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: -16916.779297 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -16916.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16931.671875 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -16931.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16933.966797 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -16933.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16936.460938 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -16936.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16936.683594 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -16936.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16936.683594 Penalty: 529.357117
	Iteration 8F: 3 clusters Score -16936.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -18712.335938 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -18712.34 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 120 members 
Entering Unmasked Estep 
Score: -18388.117188 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -18388.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18452.421875 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -18452.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18478.843750 Penalty: 498.738159
	Iteration 2Q: 3 clusters Score -18478.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18489.908203 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -18489.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18495.179688 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -18495.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18495.574219 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -18495.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18495.574219 Penalty: 498.738159
	Iteration 6F: 3 clusters Score -18495.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5442.139648 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5442.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5228.923828 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5228.924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5277.110352 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5277.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5298.908691 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5298.909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5309.114258 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5309.114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5312.321289 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5312.321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5312.321289 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -5312.321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -10823.350586 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -10823.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10563.446289 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -10563.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10685.299805 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -10685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10753.552734 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -10753.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10774.372070 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -10774.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10778.819336 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -10778.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10778.819336 Penalty: 467.891388
	Iteration 5F: 3 clusters Score -10778.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7825.686523 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7825.687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7557.473145 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7557.473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7598.779297 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7598.779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7619.601562 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -7619.602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7636.161621 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7636.162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7651.399414 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -7651.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7651.399414 Penalty: 460.118378
	Iteration 5F: 3 clusters Score -7651.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8838.536133 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8838.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8609.999023 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -8609.999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8654.514648 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8654.515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8667.823242 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -8667.823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8674.705078 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8674.705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8677.026367 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8677.026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8678.903320 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -8678.903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8678.903320 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -8678.903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -12828.036133 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -12828.04 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 103 members 
Entering Unmasked Estep 
Score: -12548.612305 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -12548.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12601.871094 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -12601.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12605.995117 Penalty: 481.690735
	Iteration 2Q: 3 clusters Score -12606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12608.377930 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -12608.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12608.377930 Penalty: 481.690735
	Iteration 4F: 3 clusters Score -12608.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -14781.564453 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -14781.56 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 139 members 
Entering Unmasked Estep 
Score: -14438.325195 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -14438.33 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14572.218750 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -14572.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14637.383789 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -14637.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14661.916016 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -14661.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14670.921875 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -14670.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14677.550781 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -14677.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14684.449219 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -14684.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14691.602539 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -14691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14694.922852 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -14694.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14695.807617 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -14695.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14695.973633 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -14695.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14697.142578 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -14697.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14698.205078 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -14698.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14698.736328 Penalty: 513.413574
	Iteration 13Q: 3 clusters Score -14698.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14698.736328 Penalty: 513.413574
	Iteration 14F: 3 clusters Score -14698.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -11758.130859 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -11758.13 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 83 members 
Entering Unmasked Estep 
Score: -11472.314453 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -11472.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11513.800781 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -11513.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11526.386719 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -11526.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11534.621094 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -11534.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11543.395508 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -11543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11549.993164 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -11549.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11556.367188 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -11556.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11558.800781 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -11558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11561.875000 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -11561.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11561.875000 Penalty: 473.564606
	Iteration 9F: 3 clusters Score -11561.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -19577.912109 Penalty: 287.101288
	Iteration 0F: 2 clusters Score -19577.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19088.156250 Penalty: 574.202576
	Iteration 0F: 3 clusters Score -19088.16 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19333.160156 Penalty: 574.202576
	Iteration 1F: 3 clusters Score -19333.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19404.044922 Penalty: 574.202576
	Iteration 2F: 3 clusters Score -19404.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19444.162109 Penalty: 574.202576
	Iteration 3F: 3 clusters Score -19444.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19472.320312 Penalty: 574.202576
	Iteration 4Q: 3 clusters Score -19472.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19497.179688 Penalty: 574.202576
	Iteration 5Q: 3 clusters Score -19497.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19511.769531 Penalty: 574.202576
	Iteration 6Q: 3 clusters Score -19511.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19528.128906 Penalty: 574.202576
	Iteration 7Q: 3 clusters Score -19528.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19544.285156 Penalty: 574.202576
	Iteration 8Q: 3 clusters Score -19544.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19567.068359 Penalty: 574.202576
	Iteration 9Q: 3 clusters Score -19567.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19578.154297 Penalty: 574.202576
	Iteration 10Q: 3 clusters Score -19578.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19589.566406 Penalty: 574.202576
	Iteration 11Q: 3 clusters Score -19589.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19601.687500 Penalty: 574.202576
	Iteration 12Q: 3 clusters Score -19601.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19608.349609 Penalty: 574.202576
	Iteration 13Q: 3 clusters Score -19608.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -19610.378906 Penalty: 574.202576
	Iteration 14Q: 3 clusters Score -19610.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19610.583984 Penalty: 574.202576
	Iteration 15Q: 3 clusters Score -19610.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19613.652344 Penalty: 574.202576
	Iteration 16F: 3 clusters Score -19613.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19619.353516 Penalty: 574.202576
	Iteration 17Q: 3 clusters Score -19619.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19619.535156 Penalty: 574.202576
	Iteration 18Q: 3 clusters Score -19619.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19619.535156 Penalty: 574.202576
	Iteration 19F: 3 clusters Score -19619.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 221 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 329 members 
Entering Unmasked Estep 
Score: -14139376.000000 Penalty: 62414.183594
Splitting cluster 93 changes total score from -14139621.000000 to -14139376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 94 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -37613.312500 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -37613.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37075.761719 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -37075.76 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37212.371094 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -37212.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37241.058594 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -37241.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37262.992188 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -37262.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37273.125000 Penalty: 580.591187
	Iteration 4Q: 3 clusters Score -37273.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37276.359375 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -37276.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37282.058594 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -37282.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37285.089844 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -37285.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37287.726562 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -37287.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37291.691406 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -37291.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37296.300781 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -37296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37297.195312 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -37297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37297.769531 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -37297.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -37298.289062 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -37298.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37299.089844 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -37299.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37300.132812 Penalty: 580.591187
	Iteration 15Q: 3 clusters Score -37300.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37301.257812 Penalty: 580.591187
	Iteration 16Q: 3 clusters Score -37301.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37302.539062 Penalty: 580.591187
	Iteration 17Q: 3 clusters Score -37302.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37302.777344 Penalty: 580.591187
	Iteration 18Q: 3 clusters Score -37302.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37302.777344 Penalty: 580.591187
	Iteration 19F: 3 clusters Score -37302.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -53078.828125 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -53078.83 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 402 members 
Entering Unmasked Estep 
Score: -52404.765625 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -52404.77 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -52623.500000 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -52623.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52731.671875 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -52731.67 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52835.769531 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -52835.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -52896.902344 Penalty: 604.347534
	Iteration 4F: 3 clusters Score -52896.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -52952.230469 Penalty: 604.347534
	Iteration 5F: 3 clusters Score -52952.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53001.164062 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -53001.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53041.476562 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -53041.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -53096.992188 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -53096.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53117.304688 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -53117.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53132.589844 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -53132.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -53140.476562 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -53140.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53145.710938 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -53145.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -53150.062500 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -53150.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -53151.542969 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -53151.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -53154.085938 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -53154.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -53156.226562 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -53156.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -53159.035156 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -53159.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53167.269531 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -53167.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -53172.460938 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -53172.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -53179.257812 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -53179.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53184.136719 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -53184.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53185.941406 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -53185.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53186.968750 Penalty: 604.347534
	Iteration 23Q: 3 clusters Score -53186.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -53187.597656 Penalty: 604.347534
	Iteration 24Q: 3 clusters Score -53187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -53188.207031 Penalty: 604.347534
	Iteration 25Q: 3 clusters Score -53188.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -53188.207031 Penalty: 604.347534
	Iteration 26F: 3 clusters Score -53188.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 261 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 505 members 
Entering Unmasked Estep 
Score: -14139462.000000 Penalty: 62414.183594
Splitting cluster 95 changes total score from -14139621.000000 to -14139462.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (33 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1382.990967 Penalty: 159.091095
	Iteration 0F: 2 clusters Score -1382.991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1384.231567 Penalty: 318.182190
	Iteration 0F: 3 clusters Score -1384.232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1393.463867 Penalty: 318.182190
	Iteration 1F: 3 clusters Score -1393.464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 18 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 15 members 
Entering Unmasked Estep 
Score: -14139226.000000 Penalty: 62414.183594
Splitting cluster 96 changes total score from -14139621.000000 to -14139226.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 97 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -3376.781250 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -3376.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3199.959229 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -3199.959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3314.123779 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -3314.124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3363.039795 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -3363.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3424.282959 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -3424.283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3427.761475 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -3427.761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3447.132324 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -3447.132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3461.154785 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -3461.155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3461.154785 Penalty: 429.383392
	Iteration 7F: 3 clusters Score -3461.155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 60 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 52 members 
Entering Unmasked Estep 
Score: -14139349.000000 Penalty: 62414.183594
Splitting cluster 97 changes total score from -14139621.000000 to -14139349.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 98 (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: -24997.492188 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -24997.49 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: -24614.351562 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -24614.35 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24702.242188 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -24702.24 nChanged 27
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: -24733.923828 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -24733.92 nChanged 22
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: -24756.589844 Penalty: 529.085876
	Iteration 3F: 3 clusters Score -24756.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24769.759766 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -24769.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24782.994141 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -24782.99 nChanged 8
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: -24795.617188 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -24795.62 nChanged 11
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: -24809.300781 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -24809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24818.855469 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -24818.86 nChanged 5
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: -24826.962891 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -24826.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24838.832031 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -24838.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24857.445312 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -24857.45 nChanged 10
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: -24888.382812 Penalty: 529.085876
	Iteration 12Q: 3 clusters Score -24888.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24927.310547 Penalty: 529.085876
	Iteration 13Q: 3 clusters Score -24927.31 nChanged 7
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: -24959.193359 Penalty: 529.085876
	Iteration 14Q: 3 clusters Score -24959.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24989.994141 Penalty: 529.085876
	Iteration 15Q: 3 clusters Score -24989.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25015.882812 Penalty: 529.085876
	Iteration 16Q: 3 clusters Score -25015.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25041.777344 Penalty: 529.085876
	Iteration 17Q: 3 clusters Score -25041.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25044.056641 Penalty: 529.085876
	Iteration 18Q: 3 clusters Score -25044.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25046.371094 Penalty: 529.085876
	Iteration 19F: 3 clusters Score -25046.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25049.716797 Penalty: 529.085876
	Iteration 20F: 3 clusters Score -25049.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 170 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 165 members 
Entering Unmasked Estep 
Score: -14139370.000000 Penalty: 62414.183594
Splitting cluster 98 changes total score from -14139621.000000 to -14139370.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 99 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -7812.773438 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -7812.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7597.272949 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -7597.273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7649.914062 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -7649.914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7677.111328 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -7677.111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7685.096680 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -7685.097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7694.426270 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -7694.426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7699.100098 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -7699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7700.514160 Penalty: 434.132324
	Iteration 6Q: 3 clusters Score -7700.514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7701.298340 Penalty: 434.132324
	Iteration 7Q: 3 clusters Score -7701.298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7701.298340 Penalty: 434.132324
	Iteration 8F: 3 clusters Score -7701.298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -5785.279785 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5785.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5572.720703 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -5572.721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5608.123535 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -5608.124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5646.458008 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -5646.458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5679.639648 Penalty: 426.073944
	Iteration 3F: 3 clusters Score -5679.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5692.294434 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -5692.294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5692.294434 Penalty: 426.073944
	Iteration 5F: 3 clusters Score -5692.294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1326.918091 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1326.918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1188.153320 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1188.153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1219.068237 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1219.068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -1242.317871 Penalty: 352.279297
	Iteration 2Q: 3 clusters Score -1242.318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 11 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: -1164.970093 Penalty: 176.139648
	Iteration 3Q: 2 clusters Score -1164.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1326.918091 Penalty: 176.139648
	Iteration 4F: 2 clusters Score -1326.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9847.541016 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9847.541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9599.407227 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9599.407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9642.175781 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9642.176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9654.920898 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -9654.921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9659.962891 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -9659.963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9664.044922 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9664.045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9665.977539 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -9665.978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9668.037109 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -9668.037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9671.077148 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -9671.077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9674.110352 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -9674.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9675.993164 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -9675.993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9676.537109 Penalty: 459.536926
	Iteration 10Q: 3 clusters Score -9676.537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9676.537109 Penalty: 459.536926
	Iteration 11F: 3 clusters Score -9676.537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -34016.156250 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -34016.16 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: -33550.515625 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -33550.52 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33751.738281 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -33751.74 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33859.804688 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -33859.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33917.265625 Penalty: 560.861633
	Iteration 3F: 3 clusters Score -33917.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33944.429688 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -33944.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33953.910156 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -33953.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33961.222656 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -33961.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33962.734375 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -33962.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33963.730469 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -33963.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33965.589844 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -33965.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33966.460938 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -33966.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33966.980469 Penalty: 560.861633
	Iteration 11Q: 3 clusters Score -33966.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33966.980469 Penalty: 560.861633
	Iteration 12F: 3 clusters Score -33966.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6158.720703 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6158.721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5943.861816 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -5943.862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6012.817383 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6012.817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6028.649414 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6028.649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6031.230957 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6031.231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6033.458984 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6033.459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6036.170898 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6036.171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6036.170898 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -6036.171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2738.939453 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2738.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2607.937012 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2607.937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2650.091797 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2650.092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2661.583496 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2661.583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2668.013672 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -2668.014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2670.187988 Penalty: 378.458374
	Iteration 4Q: 3 clusters Score -2670.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2670.187988 Penalty: 378.458374
	Iteration 5F: 3 clusters Score -2670.188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (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: -20468.105469 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -20468.11 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 149 members 
Entering Unmasked Estep 
Score: -20101.183594 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -20101.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20214.837891 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -20214.84 nChanged 32
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: -20264.003906 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -20264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20287.289062 Penalty: 519.949707
	Iteration 3F: 3 clusters Score -20287.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20316.724609 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -20316.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20333.095703 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -20333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20348.685547 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -20348.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20358.367188 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -20358.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20361.644531 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -20361.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20367.476562 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -20367.48 nChanged 3
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: -20373.880859 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -20373.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20377.929688 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -20377.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20386.099609 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -20386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20389.927734 Penalty: 519.949707
	Iteration 13Q: 3 clusters Score -20389.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20389.927734 Penalty: 519.949707
	Iteration 14F: 3 clusters Score -20389.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (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: -16790.089844 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -16790.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16397.359375 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -16397.36 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16557.925781 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -16557.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16664.916016 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -16664.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16726.171875 Penalty: 536.139587
	Iteration 3F: 3 clusters Score -16726.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16789.570312 Penalty: 536.139587
	Iteration 4F: 3 clusters Score -16789.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16823.576172 Penalty: 536.139587
	Iteration 5F: 3 clusters Score -16823.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16841.935547 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -16841.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16861.505859 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -16861.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16869.634766 Penalty: 536.139587
	Iteration 8Q: 3 clusters Score -16869.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16871.439453 Penalty: 536.139587
	Iteration 9Q: 3 clusters Score -16871.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16874.541016 Penalty: 536.139587
	Iteration 10Q: 3 clusters Score -16874.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16876.480469 Penalty: 536.139587
	Iteration 11Q: 3 clusters Score -16876.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16879.933594 Penalty: 536.139587
	Iteration 12Q: 3 clusters Score -16879.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16881.140625 Penalty: 536.139587
	Iteration 13Q: 3 clusters Score -16881.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16881.140625 Penalty: 536.139587
	Iteration 14F: 3 clusters Score -16881.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 238 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 124 members 
Entering Unmasked Estep 
Score: -14139410.000000 Penalty: 62414.183594
Splitting cluster 107 changes total score from -14139621.000000 to -14139410.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 108 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -25146.246094 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -25146.25 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 199 members 
Entering Unmasked Estep 
Score: -24736.166016 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -24736.17 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24848.113281 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -24848.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24875.267578 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -24875.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24903.371094 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -24903.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24913.218750 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -24913.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24914.966797 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -24914.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24916.816406 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -24916.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24917.273438 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -24917.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24917.445312 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -24917.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24917.445312 Penalty: 542.451477
	Iteration 9F: 3 clusters Score -24917.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -21005.519531 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -21005.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20663.365234 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -20663.37 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20724.914062 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -20724.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20749.414062 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -20749.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20769.648438 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -20769.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20782.634766 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -20782.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20788.310547 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -20788.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20793.595703 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -20793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20799.535156 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -20799.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20801.871094 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -20801.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20807.117188 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -20807.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20807.117188 Penalty: 511.456482
	Iteration 10F: 3 clusters Score -20807.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -10151.770508 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -10151.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9853.643555 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -9853.644 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10002.404297 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -10002.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10090.708984 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -10090.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10106.967773 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -10106.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10114.000977 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -10114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10117.178711 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -10117.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10117.545898 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -10117.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10117.780273 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -10117.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10121.659180 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -10121.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10131.410156 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -10131.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10143.980469 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -10143.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10163.404297 Penalty: 500.242279
	Iteration 11Q: 3 clusters Score -10163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10174.977539 Penalty: 500.242279
	Iteration 12Q: 3 clusters Score -10174.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10176.800781 Penalty: 500.242279
	Iteration 13Q: 3 clusters Score -10176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10176.800781 Penalty: 500.242279
	Iteration 14F: 3 clusters Score -10176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 150 members 
Mstep: Class 111 contains 94 members 
Entering Unmasked Estep 
Score: -14139322.000000 Penalty: 62414.183594
Splitting cluster 110 changes total score from -14139621.000000 to -14139322.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139614.000000 Penalty: 61851.894531
Iteration 239Q: 111 clusters Score -1.413961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139614.000000 Penalty: 61851.894531
Iteration 240F: 111 clusters Score -1.413961e+07 nChanged 0
Entering ConstructFrom: 
Score: -14139614.000000 Penalty: 61851.894531
Entering ConstructFrom: 
Trying to split cluster 1 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -32683.804688 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -32683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32119.177734 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -32119.18 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32285.210938 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -32285.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32343.337891 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -32343.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32381.271484 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -32381.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32408.074219 Penalty: 577.133057
	Iteration 4F: 3 clusters Score -32408.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32442.562500 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -32442.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32465.035156 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -32465.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32481.855469 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -32481.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32498.947266 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -32498.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32512.673828 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -32512.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32527.929688 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -32527.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32541.832031 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -32541.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32553.365234 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -32553.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32586.597656 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -32586.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32620.261719 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -32620.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32635.763672 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -32635.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32645.748047 Penalty: 577.133057
	Iteration 16Q: 3 clusters Score -32645.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32652.138672 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -32652.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32652.810547 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -32652.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32654.160156 Penalty: 577.133057
	Iteration 19Q: 3 clusters Score -32654.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32654.160156 Penalty: 577.133057
	Iteration 20F: 3 clusters Score -32654.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -27309.089844 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -27309.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26850.511719 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -26850.51 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26931.865234 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -26931.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26962.207031 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -26962.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26993.714844 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -26993.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26998.199219 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -26998.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27007.646484 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -27007.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27013.208984 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -27013.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27018.552734 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -27018.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27025.173828 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -27025.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27030.763672 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -27030.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -27041.791016 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -27041.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27048.035156 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -27048.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27056.593750 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -27056.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27059.128906 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -27059.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27061.421875 Penalty: 555.536194
	Iteration 14Q: 3 clusters Score -27061.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27063.138672 Penalty: 555.536194
	Iteration 15Q: 3 clusters Score -27063.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27065.935547 Penalty: 555.536194
	Iteration 16Q: 3 clusters Score -27065.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27065.935547 Penalty: 555.536194
	Iteration 17F: 3 clusters Score -27065.94 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: -16149.354492 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -16149.35 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: -15805.405273 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -15805.41 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15970.539062 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -15970.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16072.694336 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -16072.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16094.163086 Penalty: 524.060059
	Iteration 3Q: 3 clusters Score -16094.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16103.590820 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -16103.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16107.584961 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -16107.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16108.498047 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -16108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16112.825195 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -16112.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16112.825195 Penalty: 524.060059
	Iteration 8F: 3 clusters Score -16112.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2691.185059 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2691.185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2608.625244 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2608.625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2636.984863 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2636.985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -34931.003906 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -34931 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 281 members 
Entering Unmasked Estep 
Score: -34403.417969 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -34403.42 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34526.214844 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -34526.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34548.597656 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -34548.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34561.929688 Penalty: 576.166687
	Iteration 3Q: 3 clusters Score -34561.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34575.917969 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -34575.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34587.546875 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -34587.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34609.277344 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -34609.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34617.476562 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -34617.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34621.656250 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -34621.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34624.187500 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -34624.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34626.906250 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -34626.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34628.429688 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -34628.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34629.632812 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -34629.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34632.714844 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -34632.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34638.359375 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -34638.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34641.773438 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -34641.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34645.039062 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -34645.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34654.265625 Penalty: 576.166687
	Iteration 17Q: 3 clusters Score -34654.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34665.464844 Penalty: 576.166687
	Iteration 18Q: 3 clusters Score -34665.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34679.183594 Penalty: 576.166687
	Iteration 19Q: 3 clusters Score -34679.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34700.378906 Penalty: 576.166687
	Iteration 20F: 3 clusters Score -34700.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34723.281250 Penalty: 576.166687
	Iteration 21Q: 3 clusters Score -34723.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34748.601562 Penalty: 576.166687
	Iteration 22Q: 3 clusters Score -34748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -34762.042969 Penalty: 576.166687
	Iteration 23Q: 3 clusters Score -34762.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -34775.863281 Penalty: 576.166687
	Iteration 24Q: 3 clusters Score -34775.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -34782.652344 Penalty: 576.166687
	Iteration 25Q: 3 clusters Score -34782.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -34785.152344 Penalty: 576.166687
	Iteration 26Q: 3 clusters Score -34785.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -34785.832031 Penalty: 576.166687
	Iteration 27Q: 3 clusters Score -34785.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -34785.832031 Penalty: 576.166687
	Iteration 28F: 3 clusters Score -34785.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -34500.472656 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -34500.47 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 303 members 
Entering Unmasked Estep 
Score: -33925.500000 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -33925.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -34100.226562 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -34100.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34152.828125 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -34152.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34189.269531 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -34189.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34214.578125 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -34214.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34245.000000 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -34245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34274.937500 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -34274.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34293.332031 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -34293.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34301.851562 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -34301.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34306.730469 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -34306.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34315.238281 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -34315.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34321.667969 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -34321.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34323.941406 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -34323.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34325.675781 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -34325.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34327.203125 Penalty: 579.192322
	Iteration 14Q: 3 clusters Score -34327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34327.882812 Penalty: 579.192322
	Iteration 15Q: 3 clusters Score -34327.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34328.742188 Penalty: 579.192322
	Iteration 16Q: 3 clusters Score -34328.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34329.222656 Penalty: 579.192322
	Iteration 17Q: 3 clusters Score -34329.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34329.476562 Penalty: 579.192322
	Iteration 18Q: 3 clusters Score -34329.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34330.417969 Penalty: 579.192322
	Iteration 19Q: 3 clusters Score -34330.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34330.585938 Penalty: 579.192322
	Iteration 20F: 3 clusters Score -34330.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5040.581543 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5040.582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4875.163086 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4875.163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4931.225586 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4931.226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4958.709961 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -4958.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4971.144043 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4971.144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4978.348633 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -4978.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4981.645996 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -4981.646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4988.103516 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -4988.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4988.103516 Penalty: 428.567261
	Iteration 7F: 3 clusters Score -4988.104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -40612.160156 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -40612.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40090.019531 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -40090.02 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40222.683594 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -40222.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40255.117188 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -40255.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40274.718750 Penalty: 568.571899
	Iteration 3Q: 3 clusters Score -40274.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40289.410156 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -40289.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40301.097656 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -40301.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40307.492188 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -40307.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40314.042969 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -40314.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40320.734375 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -40320.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40323.683594 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -40323.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40324.164062 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -40324.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40324.664062 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -40324.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40324.664062 Penalty: 568.571899
	Iteration 12F: 3 clusters Score -40324.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5999.482910 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5999.483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5783.906250 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5783.906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5825.717285 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5825.717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5831.318848 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5831.319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5836.148438 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5836.148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5838.177734 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5838.178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5838.706543 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -5838.707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5839.303223 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -5839.303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5839.303223 Penalty: 440.821045
	Iteration 7F: 3 clusters Score -5839.303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6543.109375 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6543.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6317.567383 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6317.567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6357.322266 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6357.322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6364.993652 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -6364.994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6373.471680 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6373.472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6374.765625 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6374.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6375.811523 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -6375.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6375.811523 Penalty: 443.642975
	Iteration 6F: 3 clusters Score -6375.812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6133.487793 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6133.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5907.036133 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5907.036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5930.637207 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5930.637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5938.511719 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5938.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5939.281738 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5939.282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5939.281738 Penalty: 429.383392
	Iteration 4F: 3 clusters Score -5939.282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (118927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Entering Unmasked Estep 
Score: -7364662.500000 Penalty: 531.725037
	Iteration 0F: 2 clusters Score -7364662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -7290318.500000 Penalty: 1063.450073
	Iteration 0F: 3 clusters Score -7290318 nChanged 58684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -7325693.500000 Penalty: 1063.450073
	Iteration 1F: 3 clusters Score -7325694 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -7327011.500000 Penalty: 1063.450073
	Iteration 2Q: 3 clusters Score -7327012 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 68664 members 
Entering Unmasked Estep 
Score: -7329077.000000 Penalty: 1063.450073
	Iteration 3Q: 3 clusters Score -7329077 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -7332678.500000 Penalty: 1063.450073
	Iteration 4F: 3 clusters Score -7332678 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -7338782.500000 Penalty: 1063.450073
	Iteration 5F: 3 clusters Score -7338782 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -7346254.000000 Penalty: 1063.450073
	Iteration 6F: 3 clusters Score -7346254 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -7352426.500000 Penalty: 1063.450073
	Iteration 7F: 3 clusters Score -7352426 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -7356422.500000 Penalty: 1063.450073
	Iteration 8F: 3 clusters Score -7356422 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 105405 members 
Entering Unmasked Estep 
Score: -7358759.000000 Penalty: 1063.450073
	Iteration 9Q: 3 clusters Score -7358759 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 108227 members 
Entering Unmasked Estep 
Score: -7360195.500000 Penalty: 1063.450073
	Iteration 10Q: 3 clusters Score -7360196 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
Score: -7361030.500000 Penalty: 1063.450073
	Iteration 11Q: 3 clusters Score -7361030 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 112121 members 
Entering Unmasked Estep 
Score: -7361566.000000 Penalty: 1063.450073
	Iteration 12Q: 3 clusters Score -7361566 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -7362061.000000 Penalty: 1063.450073
	Iteration 13Q: 3 clusters Score -7362061 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 114843 members 
Entering Unmasked Estep 
Score: -7362518.500000 Penalty: 1063.450073
	Iteration 14Q: 3 clusters Score -7362518 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -7362803.000000 Penalty: 1063.450073
	Iteration 15Q: 3 clusters Score -7362803 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -7363099.000000 Penalty: 1063.450073
	Iteration 16Q: 3 clusters Score -7363099 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 117031 members 
Entering Unmasked Estep 
Score: -7363373.500000 Penalty: 1063.450073
	Iteration 17Q: 3 clusters Score -7363374 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 117449 members 
Entering Unmasked Estep 
Score: -7363567.500000 Penalty: 1063.450073
	Iteration 18Q: 3 clusters Score -7363568 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -7363694.000000 Penalty: 1063.450073
	Iteration 19Q: 3 clusters Score -7363694 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 117924 members 
Entering Unmasked Estep 
Score: -7363769.000000 Penalty: 1063.450073
	Iteration 20F: 3 clusters Score -7363769 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 118065 members 
Entering Unmasked Estep 
Score: -7363879.000000 Penalty: 1063.450073
	Iteration 21Q: 3 clusters Score -7363879 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -7363920.500000 Penalty: 1063.450073
	Iteration 22Q: 3 clusters Score -7363920 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -7363952.500000 Penalty: 1063.450073
	Iteration 23Q: 3 clusters Score -7363952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 118351 members 
Entering Unmasked Estep 
Score: -7363990.000000 Penalty: 1063.450073
	Iteration 24Q: 3 clusters Score -7363990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 118406 members 
Entering Unmasked Estep 
Score: -7364023.500000 Penalty: 1063.450073
	Iteration 25Q: 3 clusters Score -7364024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -7364050.000000 Penalty: 1063.450073
	Iteration 26Q: 3 clusters Score -7364050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 118502 members 
Entering Unmasked Estep 
Score: -7364052.000000 Penalty: 1063.450073
	Iteration 27Q: 3 clusters Score -7364052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 118538 members 
Entering Unmasked Estep 
Score: -7364083.500000 Penalty: 1063.450073
	Iteration 28Q: 3 clusters Score -7364084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 118573 members 
Entering Unmasked Estep 
Score: -7364096.000000 Penalty: 1063.450073
	Iteration 29Q: 3 clusters Score -7364096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 118599 members 
Entering Unmasked Estep 
Score: -7364138.000000 Penalty: 1063.450073
	Iteration 30Q: 3 clusters Score -7364138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 118614 members 
Entering Unmasked Estep 
Score: -7364147.000000 Penalty: 1063.450073
	Iteration 31Q: 3 clusters Score -7364147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 118628 members 
Entering Unmasked Estep 
Score: -7364163.500000 Penalty: 1063.450073
	Iteration 32Q: 3 clusters Score -7364164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -7364185.000000 Penalty: 1063.450073
	Iteration 33Q: 3 clusters Score -7364185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 118655 members 
Entering Unmasked Estep 
Score: -7364186.500000 Penalty: 1063.450073
	Iteration 34Q: 3 clusters Score -7364186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -7364188.500000 Penalty: 1063.450073
	Iteration 35Q: 3 clusters Score -7364188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -7364200.500000 Penalty: 1063.450073
	Iteration 36Q: 3 clusters Score -7364200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 118675 members 
Entering Unmasked Estep 
Score: -7364202.500000 Penalty: 1063.450073
	Iteration 37Q: 3 clusters Score -7364202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 118678 members 
Entering Unmasked Estep 
Score: -7364217.000000 Penalty: 1063.450073
	Iteration 38Q: 3 clusters Score -7364217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -7364218.500000 Penalty: 1063.450073
	Iteration 39Q: 3 clusters Score -7364218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -7364224.500000 Penalty: 1063.450073
	Iteration 40F: 3 clusters Score -7364224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -7364230.000000 Penalty: 1063.450073
	Iteration 41Q: 3 clusters Score -7364230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -7364235.000000 Penalty: 1063.450073
	Iteration 42Q: 3 clusters Score -7364235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -7364231.000000 Penalty: 1063.450073
	Iteration 43Q: 3 clusters Score -7364231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 118682 members 
Entering Unmasked Estep 
Score: -7364224.000000 Penalty: 1063.450073
	Iteration 44Q: 3 clusters Score -7364224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -7364229.000000 Penalty: 1063.450073
	Iteration 45Q: 3 clusters Score -7364229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -7364231.000000 Penalty: 1063.450073
	Iteration 46Q: 3 clusters Score -7364231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -7364226.000000 Penalty: 1063.450073
	Iteration 47Q: 3 clusters Score -7364226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -7364226.000000 Penalty: 1063.450073
	Iteration 48F: 3 clusters Score -7364226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12414.582031 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12414.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12099.901367 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12099.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12176.999023 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12215.850586 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12215.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12261.287109 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -12261.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12269.761719 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12269.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12272.789062 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12272.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12272.789062 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -12272.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -17426.572266 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -17426.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17093.193359 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -17093.19 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17189.507812 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -17189.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17198.953125 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -17198.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17203.994141 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -17203.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17211.691406 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -17211.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17217.783203 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -17217.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17237.636719 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -17237.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17247.960938 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -17247.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17255.138672 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -17255.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17272.787109 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -17272.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17287.951172 Penalty: 519.347046
	Iteration 10Q: 3 clusters Score -17287.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17291.673828 Penalty: 519.347046
	Iteration 11Q: 3 clusters Score -17291.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17294.820312 Penalty: 519.347046
	Iteration 12Q: 3 clusters Score -17294.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17297.300781 Penalty: 519.347046
	Iteration 13Q: 3 clusters Score -17297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17300.890625 Penalty: 519.347046
	Iteration 14Q: 3 clusters Score -17300.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17300.890625 Penalty: 519.347046
	Iteration 15F: 3 clusters Score -17300.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Entering Unmasked Estep 
Score: -1237869.125000 Penalty: 452.171753
	Iteration 0F: 2 clusters Score -1237869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1224033.875000 Penalty: 904.343506
	Iteration 0F: 3 clusters Score -1224034 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1229723.500000 Penalty: 904.343506
	Iteration 1F: 3 clusters Score -1229724 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1230063.250000 Penalty: 904.343506
	Iteration 2Q: 3 clusters Score -1230063 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1230502.875000 Penalty: 904.343506
	Iteration 3Q: 3 clusters Score -1230503 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1231134.375000 Penalty: 904.343506
	Iteration 4F: 3 clusters Score -1231134 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1232048.250000 Penalty: 904.343506
	Iteration 5F: 3 clusters Score -1232048 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1233163.000000 Penalty: 904.343506
	Iteration 6F: 3 clusters Score -1233163 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1234228.500000 Penalty: 904.343506
	Iteration 7F: 3 clusters Score -1234228 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1235191.875000 Penalty: 904.343506
	Iteration 8F: 3 clusters Score -1235192 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1235921.500000 Penalty: 904.343506
	Iteration 9Q: 3 clusters Score -1235922 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1236428.375000 Penalty: 904.343506
	Iteration 10Q: 3 clusters Score -1236428 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1236776.750000 Penalty: 904.343506
	Iteration 11Q: 3 clusters Score -1236777 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1237058.625000 Penalty: 904.343506
	Iteration 12Q: 3 clusters Score -1237059 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1237257.250000 Penalty: 904.343506
	Iteration 13Q: 3 clusters Score -1237257 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1237359.000000 Penalty: 904.343506
	Iteration 14Q: 3 clusters Score -1237359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1237418.000000 Penalty: 904.343506
	Iteration 15Q: 3 clusters Score -1237418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1237452.500000 Penalty: 904.343506
	Iteration 16Q: 3 clusters Score -1237452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1237467.000000 Penalty: 904.343506
	Iteration 17Q: 3 clusters Score -1237467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1237474.500000 Penalty: 904.343506
	Iteration 18Q: 3 clusters Score -1237474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1237490.625000 Penalty: 904.343506
	Iteration 19Q: 3 clusters Score -1237491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1237501.125000 Penalty: 904.343506
	Iteration 20F: 3 clusters Score -1237501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1237509.125000 Penalty: 904.343506
	Iteration 21Q: 3 clusters Score -1237509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1237520.000000 Penalty: 904.343506
	Iteration 22Q: 3 clusters Score -1237520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1237523.125000 Penalty: 904.343506
	Iteration 23Q: 3 clusters Score -1237523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1237524.500000 Penalty: 904.343506
	Iteration 24Q: 3 clusters Score -1237524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1237527.875000 Penalty: 904.343506
	Iteration 25Q: 3 clusters Score -1237528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1237528.875000 Penalty: 904.343506
	Iteration 26Q: 3 clusters Score -1237529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1237530.375000 Penalty: 904.343506
	Iteration 27Q: 3 clusters Score -1237530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1237531.000000 Penalty: 904.343506
	Iteration 28Q: 3 clusters Score -1237531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1237530.000000 Penalty: 904.343506
	Iteration 29Q: 3 clusters Score -1237530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1237530.000000 Penalty: 904.343506
	Iteration 30F: 3 clusters Score -1237530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6570.167969 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6570.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6336.241699 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6336.242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6403.223145 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6403.223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6426.404785 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6426.405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6436.279297 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6436.279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6444.659180 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6444.659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6456.125488 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6456.125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6463.386719 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6463.387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6465.125488 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6465.125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6465.125488 Penalty: 454.129395
	Iteration 8F: 3 clusters Score -6465.125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -20502.689453 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -20502.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20068.318359 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -20068.32 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20176.970703 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -20176.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -20205.808594 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -20205.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20221.976562 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -20221.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20238.570312 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -20238.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20249.365234 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -20249.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20254.253906 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -20254.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20255.771484 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -20255.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20258.083984 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -20258.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20260.628906 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -20260.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20261.164062 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -20261.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20262.226562 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -20262.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20262.371094 Penalty: 557.146851
	Iteration 12Q: 3 clusters Score -20262.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20262.371094 Penalty: 557.146851
	Iteration 13F: 3 clusters Score -20262.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -19606.146484 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -19606.15 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 132 members 
Entering Unmasked Estep 
Score: -19289.419922 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -19289.42 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19414.890625 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -19414.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19472.226562 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -19472.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19496.482422 Penalty: 516.272400
	Iteration 3Q: 3 clusters Score -19496.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19512.750000 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -19512.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19522.398438 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -19522.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19522.398438 Penalty: 516.272400
	Iteration 6F: 3 clusters Score -19522.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -34641.152344 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -34641.15 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 291 members 
Entering Unmasked Estep 
Score: -34089.046875 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -34089.05 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34252.964844 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -34252.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34285.328125 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -34285.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34301.050781 Penalty: 577.133057
	Iteration 3Q: 3 clusters Score -34301.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34307.500000 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -34307.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34315.351562 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -34315.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34326.382812 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -34326.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -34343.562500 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -34343.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34364.226562 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -34364.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34376.578125 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -34376.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34386.472656 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -34386.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -34395.601562 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -34395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -34398.988281 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -34398.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34403.859375 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -34403.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -34405.531250 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -34405.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -34407.363281 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -34407.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34412.179688 Penalty: 577.133057
	Iteration 16Q: 3 clusters Score -34412.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34415.949219 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -34415.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34416.734375 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -34416.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -34417.222656 Penalty: 577.133057
	Iteration 19Q: 3 clusters Score -34417.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -34417.222656 Penalty: 577.133057
	Iteration 20F: 3 clusters Score -34417.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -39516.750000 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -39516.75 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 283 members 
Entering Unmasked Estep 
Score: -39007.519531 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -39007.52 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39112.187500 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -39112.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39149.531250 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -39149.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39186.652344 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -39186.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39211.351562 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -39211.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39228.175781 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -39228.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39241.210938 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -39241.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39262.582031 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -39262.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39294.609375 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -39294.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39346.453125 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -39346.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -39400.207031 Penalty: 576.166687
	Iteration 10F: 3 clusters Score -39400.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -39425.765625 Penalty: 576.166687
	Iteration 11F: 3 clusters Score -39425.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39430.488281 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -39430.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39435.023438 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -39435.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39436.019531 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -39436.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -39437.238281 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -39437.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39440.003906 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -39440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39444.316406 Penalty: 576.166687
	Iteration 17Q: 3 clusters Score -39444.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39450.800781 Penalty: 576.166687
	Iteration 18Q: 3 clusters Score -39450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39452.429688 Penalty: 576.166687
	Iteration 19Q: 3 clusters Score -39452.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39452.625000 Penalty: 576.166687
	Iteration 20F: 3 clusters Score -39452.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -484527.156250 Penalty: 412.802002
	Iteration 0F: 2 clusters Score -484527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -478720.093750 Penalty: 825.604004
	Iteration 0F: 3 clusters Score -478720.1 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -481261.218750 Penalty: 825.604004
	Iteration 1F: 3 clusters Score -481261.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -481707.687500 Penalty: 825.604004
	Iteration 2F: 3 clusters Score -481707.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -482045.156250 Penalty: 825.604004
	Iteration 3F: 3 clusters Score -482045.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -482248.031250 Penalty: 825.604004
	Iteration 4F: 3 clusters Score -482248 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -482375.875000 Penalty: 825.604004
	Iteration 5Q: 3 clusters Score -482375.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -482472.312500 Penalty: 825.604004
	Iteration 6Q: 3 clusters Score -482472.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -482548.093750 Penalty: 825.604004
	Iteration 7Q: 3 clusters Score -482548.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -482607.656250 Penalty: 825.604004
	Iteration 8Q: 3 clusters Score -482607.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -482678.687500 Penalty: 825.604004
	Iteration 9Q: 3 clusters Score -482678.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -482782.156250 Penalty: 825.604004
	Iteration 10Q: 3 clusters Score -482782.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -482910.718750 Penalty: 825.604004
	Iteration 11Q: 3 clusters Score -482910.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -483020.750000 Penalty: 825.604004
	Iteration 12Q: 3 clusters Score -483020.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -483174.656250 Penalty: 825.604004
	Iteration 13Q: 3 clusters Score -483174.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -483333.875000 Penalty: 825.604004
	Iteration 14Q: 3 clusters Score -483333.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -483496.468750 Penalty: 825.604004
	Iteration 15Q: 3 clusters Score -483496.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -483657.750000 Penalty: 825.604004
	Iteration 16Q: 3 clusters Score -483657.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -483786.562500 Penalty: 825.604004
	Iteration 17Q: 3 clusters Score -483786.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -483895.718750 Penalty: 825.604004
	Iteration 18Q: 3 clusters Score -483895.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -483972.093750 Penalty: 825.604004
	Iteration 19Q: 3 clusters Score -483972.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -484021.375000 Penalty: 825.604004
	Iteration 20F: 3 clusters Score -484021.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -484066.031250 Penalty: 825.604004
	Iteration 21Q: 3 clusters Score -484066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -484101.593750 Penalty: 825.604004
	Iteration 22Q: 3 clusters Score -484101.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -484133.125000 Penalty: 825.604004
	Iteration 23Q: 3 clusters Score -484133.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -484154.781250 Penalty: 825.604004
	Iteration 24Q: 3 clusters Score -484154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -484167.531250 Penalty: 825.604004
	Iteration 25Q: 3 clusters Score -484167.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -484177.843750 Penalty: 825.604004
	Iteration 26Q: 3 clusters Score -484177.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -484194.000000 Penalty: 825.604004
	Iteration 27Q: 3 clusters Score -484194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -484203.687500 Penalty: 825.604004
	Iteration 28Q: 3 clusters Score -484203.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -484211.781250 Penalty: 825.604004
	Iteration 29Q: 3 clusters Score -484211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -484216.312500 Penalty: 825.604004
	Iteration 30Q: 3 clusters Score -484216.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -484220.843750 Penalty: 825.604004
	Iteration 31Q: 3 clusters Score -484220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -484223.687500 Penalty: 825.604004
	Iteration 32Q: 3 clusters Score -484223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -484227.937500 Penalty: 825.604004
	Iteration 33Q: 3 clusters Score -484227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -484232.906250 Penalty: 825.604004
	Iteration 34Q: 3 clusters Score -484232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -484235.250000 Penalty: 825.604004
	Iteration 35Q: 3 clusters Score -484235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -484237.593750 Penalty: 825.604004
	Iteration 36Q: 3 clusters Score -484237.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -484239.812500 Penalty: 825.604004
	Iteration 37Q: 3 clusters Score -484239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -484241.093750 Penalty: 825.604004
	Iteration 38Q: 3 clusters Score -484241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -484241.437500 Penalty: 825.604004
	Iteration 39Q: 3 clusters Score -484241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -484241.812500 Penalty: 825.604004
	Iteration 40F: 3 clusters Score -484241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -484242.000000 Penalty: 825.604004
	Iteration 41Q: 3 clusters Score -484242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -484242.875000 Penalty: 825.604004
	Iteration 42Q: 3 clusters Score -484242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -484243.656250 Penalty: 825.604004
	Iteration 43Q: 3 clusters Score -484243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -484243.343750 Penalty: 825.604004
	Iteration 44Q: 3 clusters Score -484243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -484244.843750 Penalty: 825.604004
	Iteration 45Q: 3 clusters Score -484244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -484244.843750 Penalty: 825.604004
	Iteration 46F: 3 clusters Score -484244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -64852.269531 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -64852.27 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 553 members 
Entering Unmasked Estep 
Score: -63979.710938 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -63979.71 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -64207.371094 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -64207.37 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -64249.015625 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -64249.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -64300.714844 Penalty: 636.364380
	Iteration 3F: 3 clusters Score -64300.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64341.726562 Penalty: 636.364380
	Iteration 4F: 3 clusters Score -64341.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -64373.007812 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -64373.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -64396.093750 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -64396.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -64414.136719 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -64414.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64424.589844 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -64424.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -64439.042969 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -64439.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -64455.238281 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -64455.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64470.761719 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -64470.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -64481.945312 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -64481.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -64488.910156 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -64488.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -64493.605469 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -64493.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -64495.621094 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -64495.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -64496.332031 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -64496.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64496.703125 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -64496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -64497.546875 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -64497.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -64498.925781 Penalty: 636.364380
	Iteration 19Q: 3 clusters Score -64498.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -64499.617188 Penalty: 636.364380
	Iteration 20F: 3 clusters Score -64499.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -64500.097656 Penalty: 636.364380
	Iteration 21Q: 3 clusters Score -64500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -64500.097656 Penalty: 636.364380
	Iteration 22F: 3 clusters Score -64500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Entering Unmasked Estep 
Score: -1593.421021 Penalty: 170.063965
	Iteration 0F: 2 clusters Score -1593.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1469.051270 Penalty: 340.127930
	Iteration 0F: 3 clusters Score -1469.051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1495.076660 Penalty: 340.127930
	Iteration 1F: 3 clusters Score -1495.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1498.151367 Penalty: 340.127930
	Iteration 2Q: 3 clusters Score -1498.151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1498.151367 Penalty: 340.127930
	Iteration 3F: 3 clusters Score -1498.151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5572.036621 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5572.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5369.558594 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5369.559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5444.503418 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5444.503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5465.039551 Penalty: 427.743713
	Iteration 2Q: 3 clusters Score -5465.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5494.999512 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -5495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5511.653809 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5511.654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5527.382812 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5527.383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5547.176270 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -5547.176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5571.338867 Penalty: 427.743713
	Iteration 7Q: 3 clusters Score -5571.339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5579.685547 Penalty: 427.743713
	Iteration 8Q: 3 clusters Score -5579.686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5583.032715 Penalty: 427.743713
	Iteration 9Q: 3 clusters Score -5583.033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5588.669434 Penalty: 427.743713
	Iteration 10Q: 3 clusters Score -5588.669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5600.132812 Penalty: 427.743713
	Iteration 11Q: 3 clusters Score -5600.133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5610.187988 Penalty: 427.743713
	Iteration 12Q: 3 clusters Score -5610.188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5612.321777 Penalty: 427.743713
	Iteration 13Q: 3 clusters Score -5612.322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5612.321777 Penalty: 427.743713
	Iteration 14F: 3 clusters Score -5612.322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 47 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 63 members 
Entering Unmasked Estep 
Score: -14139306.000000 Penalty: 62414.183594
Splitting cluster 24 changes total score from -14139614.000000 to -14139306.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35731.320312 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35731.32 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 280 members 
Entering Unmasked Estep 
Score: -35221.222656 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -35221.22 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35435.292969 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -35435.29 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35527.261719 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35527.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35576.980469 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -35576.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35609.640625 Penalty: 578.878540
	Iteration 4F: 3 clusters Score -35609.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35635.921875 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35635.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35655.929688 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35655.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35665.835938 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35665.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35667.800781 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35668.812500 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35668.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35669.214844 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -35669.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35669.214844 Penalty: 578.878540
	Iteration 11F: 3 clusters Score -35669.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -26731.390625 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -26731.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26232.142578 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -26232.14 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26550.769531 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -26550.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26722.845703 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -26722.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26815.167969 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -26815.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26853.878906 Penalty: 567.687561
	Iteration 4F: 3 clusters Score -26853.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26866.863281 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -26866.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26878.201172 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -26878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26883.853516 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -26883.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26894.183594 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -26894.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -26906.167969 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -26906.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -26913.160156 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -26913.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26915.695312 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -26915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -26916.000000 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -26916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -26916.000000 Penalty: 567.687561
	Iteration 13F: 3 clusters Score -26916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 359 members 
Entering Unmasked Estep 
Score: -14139518.000000 Penalty: 62414.183594
Splitting cluster 26 changes total score from -14139614.000000 to -14139518.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -167132.546875 Penalty: 346.226166
	Iteration 0F: 2 clusters Score -167132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -165684.125000 Penalty: 692.452332
	Iteration 0F: 3 clusters Score -165684.1 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -166167.078125 Penalty: 692.452332
	Iteration 1F: 3 clusters Score -166167.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -166272.015625 Penalty: 692.452332
	Iteration 2F: 3 clusters Score -166272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -166363.421875 Penalty: 692.452332
	Iteration 3F: 3 clusters Score -166363.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -166449.078125 Penalty: 692.452332
	Iteration 4F: 3 clusters Score -166449.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -166521.562500 Penalty: 692.452332
	Iteration 5Q: 3 clusters Score -166521.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -166592.859375 Penalty: 692.452332
	Iteration 6Q: 3 clusters Score -166592.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -166675.203125 Penalty: 692.452332
	Iteration 7Q: 3 clusters Score -166675.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -166714.484375 Penalty: 692.452332
	Iteration 8Q: 3 clusters Score -166714.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -166732.609375 Penalty: 692.452332
	Iteration 9Q: 3 clusters Score -166732.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -166747.921875 Penalty: 692.452332
	Iteration 10Q: 3 clusters Score -166747.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -166761.359375 Penalty: 692.452332
	Iteration 11Q: 3 clusters Score -166761.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -166777.437500 Penalty: 692.452332
	Iteration 12Q: 3 clusters Score -166777.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -166787.125000 Penalty: 692.452332
	Iteration 13Q: 3 clusters Score -166787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -166791.593750 Penalty: 692.452332
	Iteration 14Q: 3 clusters Score -166791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -166794.734375 Penalty: 692.452332
	Iteration 15Q: 3 clusters Score -166794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -166796.375000 Penalty: 692.452332
	Iteration 16Q: 3 clusters Score -166796.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -166800.343750 Penalty: 692.452332
	Iteration 17Q: 3 clusters Score -166800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -166801.671875 Penalty: 692.452332
	Iteration 18Q: 3 clusters Score -166801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -166802.421875 Penalty: 692.452332
	Iteration 19Q: 3 clusters Score -166802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -166802.421875 Penalty: 692.452332
	Iteration 20F: 3 clusters Score -166802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -102756.734375 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -102756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -101494.554688 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -101494.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -101899.000000 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -101899 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -101980.320312 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -101980.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -102030.234375 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -102030.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -102061.523438 Penalty: 676.086365
	Iteration 4Q: 3 clusters Score -102061.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -102083.203125 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -102083.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -102107.460938 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -102107.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -102134.125000 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -102134.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -102163.757812 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -102163.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -102190.304688 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -102190.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -102218.054688 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -102218.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -102249.093750 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -102249.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -102271.414062 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -102271.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -102292.046875 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -102292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -102307.406250 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -102307.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -102320.226562 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -102320.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -102339.554688 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -102339.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -102350.070312 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -102350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -102363.992188 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -102364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -102380.296875 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -102380.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -102401.093750 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -102401.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -102418.914062 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -102418.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -102429.632812 Penalty: 676.086365
	Iteration 22Q: 3 clusters Score -102429.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -102441.312500 Penalty: 676.086365
	Iteration 23Q: 3 clusters Score -102441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -102446.640625 Penalty: 676.086365
	Iteration 24Q: 3 clusters Score -102446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -102450.656250 Penalty: 676.086365
	Iteration 25Q: 3 clusters Score -102450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -102452.140625 Penalty: 676.086365
	Iteration 26Q: 3 clusters Score -102452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -102456.140625 Penalty: 676.086365
	Iteration 27Q: 3 clusters Score -102456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -102458.640625 Penalty: 676.086365
	Iteration 28Q: 3 clusters Score -102458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -102459.054688 Penalty: 676.086365
	Iteration 29Q: 3 clusters Score -102459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -102459.054688 Penalty: 676.086365
	Iteration 30F: 3 clusters Score -102459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -39925.503906 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -39925.5 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 363 members 
Entering Unmasked Estep 
Score: -39300.148438 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -39300.15 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39562.519531 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -39562.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39624.871094 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -39624.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39652.523438 Penalty: 598.585388
	Iteration 3Q: 3 clusters Score -39652.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39674.011719 Penalty: 598.585388
	Iteration 4Q: 3 clusters Score -39674.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39684.179688 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -39684.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39691.507812 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -39691.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39698.414062 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -39698.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39706.906250 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -39706.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -39717.593750 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -39717.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39729.351562 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -39729.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39733.238281 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -39733.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39734.718750 Penalty: 598.585388
	Iteration 12Q: 3 clusters Score -39734.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39738.105469 Penalty: 598.585388
	Iteration 13Q: 3 clusters Score -39738.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39740.343750 Penalty: 598.585388
	Iteration 14Q: 3 clusters Score -39740.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39741.601562 Penalty: 598.585388
	Iteration 15Q: 3 clusters Score -39741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39744.691406 Penalty: 598.585388
	Iteration 16Q: 3 clusters Score -39744.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39748.421875 Penalty: 598.585388
	Iteration 17Q: 3 clusters Score -39748.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -39752.078125 Penalty: 598.585388
	Iteration 18Q: 3 clusters Score -39752.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39755.562500 Penalty: 598.585388
	Iteration 19Q: 3 clusters Score -39755.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39756.335938 Penalty: 598.585388
	Iteration 20F: 3 clusters Score -39756.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -39756.902344 Penalty: 598.585388
	Iteration 21Q: 3 clusters Score -39756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -39759.839844 Penalty: 598.585388
	Iteration 22Q: 3 clusters Score -39759.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -39761.964844 Penalty: 598.585388
	Iteration 23Q: 3 clusters Score -39761.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39765.617188 Penalty: 598.585388
	Iteration 24Q: 3 clusters Score -39765.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -39767.882812 Penalty: 598.585388
	Iteration 25Q: 3 clusters Score -39767.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39768.171875 Penalty: 598.585388
	Iteration 26Q: 3 clusters Score -39768.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39768.671875 Penalty: 598.585388
	Iteration 27Q: 3 clusters Score -39768.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -39773.691406 Penalty: 598.585388
	Iteration 28Q: 3 clusters Score -39773.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -39774.574219 Penalty: 598.585388
	Iteration 29Q: 3 clusters Score -39774.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -39774.726562 Penalty: 598.585388
	Iteration 30Q: 3 clusters Score -39774.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39775.792969 Penalty: 598.585388
	Iteration 31Q: 3 clusters Score -39775.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39778.550781 Penalty: 598.585388
	Iteration 32Q: 3 clusters Score -39778.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39781.300781 Penalty: 598.585388
	Iteration 33Q: 3 clusters Score -39781.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39782.425781 Penalty: 598.585388
	Iteration 34Q: 3 clusters Score -39782.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39782.929688 Penalty: 598.585388
	Iteration 35Q: 3 clusters Score -39782.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39784.375000 Penalty: 598.585388
	Iteration 36Q: 3 clusters Score -39784.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -39784.976562 Penalty: 598.585388
	Iteration 37Q: 3 clusters Score -39784.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39785.347656 Penalty: 598.585388
	Iteration 38Q: 3 clusters Score -39785.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39785.347656 Penalty: 598.585388
	Iteration 39F: 3 clusters Score -39785.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7314.608398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -7314.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7089.739258 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -7089.739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7139.559082 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -7139.559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7150.779297 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -7150.779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7150.779297 Penalty: 437.908783
	Iteration 3F: 3 clusters Score -7150.779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -1357484.500000 Penalty: 453.001648
	Iteration 0F: 2 clusters Score -1357484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1343434.500000 Penalty: 906.003296
	Iteration 0F: 3 clusters Score -1343434 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1349774.750000 Penalty: 906.003296
	Iteration 1F: 3 clusters Score -1349775 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1350604.000000 Penalty: 906.003296
	Iteration 2F: 3 clusters Score -1350604 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1351794.750000 Penalty: 906.003296
	Iteration 3F: 3 clusters Score -1351795 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1353236.000000 Penalty: 906.003296
	Iteration 4F: 3 clusters Score -1353236 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1354551.375000 Penalty: 906.003296
	Iteration 5F: 3 clusters Score -1354551 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1355190.500000 Penalty: 906.003296
	Iteration 6F: 3 clusters Score -1355190 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1355413.875000 Penalty: 906.003296
	Iteration 7Q: 3 clusters Score -1355414 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1355548.250000 Penalty: 906.003296
	Iteration 8Q: 3 clusters Score -1355548 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1355647.625000 Penalty: 906.003296
	Iteration 9Q: 3 clusters Score -1355648 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1355731.500000 Penalty: 906.003296
	Iteration 10Q: 3 clusters Score -1355732 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1355798.500000 Penalty: 906.003296
	Iteration 11Q: 3 clusters Score -1355798 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1355858.625000 Penalty: 906.003296
	Iteration 12Q: 3 clusters Score -1355859 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1355922.500000 Penalty: 906.003296
	Iteration 13Q: 3 clusters Score -1355922 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1355977.000000 Penalty: 906.003296
	Iteration 14Q: 3 clusters Score -1355977 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1356029.000000 Penalty: 906.003296
	Iteration 15Q: 3 clusters Score -1356029 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1356081.250000 Penalty: 906.003296
	Iteration 16Q: 3 clusters Score -1356081 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1356128.250000 Penalty: 906.003296
	Iteration 17Q: 3 clusters Score -1356128 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1356174.125000 Penalty: 906.003296
	Iteration 18Q: 3 clusters Score -1356174 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1356222.500000 Penalty: 906.003296
	Iteration 19Q: 3 clusters Score -1356222 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1356271.125000 Penalty: 906.003296
	Iteration 20F: 3 clusters Score -1356271 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1356309.625000 Penalty: 906.003296
	Iteration 21Q: 3 clusters Score -1356310 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1356353.500000 Penalty: 906.003296
	Iteration 22Q: 3 clusters Score -1356354 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1356398.500000 Penalty: 906.003296
	Iteration 23Q: 3 clusters Score -1356398 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1356448.125000 Penalty: 906.003296
	Iteration 24Q: 3 clusters Score -1356448 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1356500.375000 Penalty: 906.003296
	Iteration 25Q: 3 clusters Score -1356500 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1356563.125000 Penalty: 906.003296
	Iteration 26Q: 3 clusters Score -1356563 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1356609.375000 Penalty: 906.003296
	Iteration 27Q: 3 clusters Score -1356609 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1356665.875000 Penalty: 906.003296
	Iteration 28Q: 3 clusters Score -1356666 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1356708.500000 Penalty: 906.003296
	Iteration 29Q: 3 clusters Score -1356708 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1356751.625000 Penalty: 906.003296
	Iteration 30Q: 3 clusters Score -1356752 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1356785.875000 Penalty: 906.003296
	Iteration 31Q: 3 clusters Score -1356786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1356807.500000 Penalty: 906.003296
	Iteration 32Q: 3 clusters Score -1356808 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -1356836.000000 Penalty: 906.003296
	Iteration 33Q: 3 clusters Score -1356836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1356864.125000 Penalty: 906.003296
	Iteration 34Q: 3 clusters Score -1356864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1356886.500000 Penalty: 906.003296
	Iteration 35Q: 3 clusters Score -1356886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -1356910.250000 Penalty: 906.003296
	Iteration 36Q: 3 clusters Score -1356910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1356944.625000 Penalty: 906.003296
	Iteration 37Q: 3 clusters Score -1356945 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1356972.875000 Penalty: 906.003296
	Iteration 38Q: 3 clusters Score -1356973 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1357002.625000 Penalty: 906.003296
	Iteration 39Q: 3 clusters Score -1357003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1357027.125000 Penalty: 906.003296
	Iteration 40F: 3 clusters Score -1357027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1357039.750000 Penalty: 906.003296
	Iteration 41Q: 3 clusters Score -1357040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -1357048.250000 Penalty: 906.003296
	Iteration 42Q: 3 clusters Score -1357048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1357057.000000 Penalty: 906.003296
	Iteration 43Q: 3 clusters Score -1357057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1357064.875000 Penalty: 906.003296
	Iteration 44Q: 3 clusters Score -1357065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -1357079.250000 Penalty: 906.003296
	Iteration 45Q: 3 clusters Score -1357079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -1357084.250000 Penalty: 906.003296
	Iteration 46Q: 3 clusters Score -1357084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1357093.250000 Penalty: 906.003296
	Iteration 47Q: 3 clusters Score -1357093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -1357100.500000 Penalty: 906.003296
	Iteration 48Q: 3 clusters Score -1357100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -1357108.500000 Penalty: 906.003296
	Iteration 49Q: 3 clusters Score -1357108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1357114.000000 Penalty: 906.003296
	Iteration 50Q: 3 clusters Score -1357114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1357118.125000 Penalty: 906.003296
	Iteration 51Q: 3 clusters Score -1357118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -1357127.750000 Penalty: 906.003296
	Iteration 52Q: 3 clusters Score -1357128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -1357132.500000 Penalty: 906.003296
	Iteration 53Q: 3 clusters Score -1357132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1357142.500000 Penalty: 906.003296
	Iteration 54Q: 3 clusters Score -1357142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -1357148.000000 Penalty: 906.003296
	Iteration 55Q: 3 clusters Score -1357148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -1357150.500000 Penalty: 906.003296
	Iteration 56Q: 3 clusters Score -1357150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1357154.875000 Penalty: 906.003296
	Iteration 57Q: 3 clusters Score -1357155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1357158.500000 Penalty: 906.003296
	Iteration 58Q: 3 clusters Score -1357158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1357162.250000 Penalty: 906.003296
	Iteration 59Q: 3 clusters Score -1357162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1357168.375000 Penalty: 906.003296
	Iteration 60F: 3 clusters Score -1357168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1357177.125000 Penalty: 906.003296
	Iteration 61Q: 3 clusters Score -1357177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -1357188.000000 Penalty: 906.003296
	Iteration 62Q: 3 clusters Score -1357188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1357192.250000 Penalty: 906.003296
	Iteration 63Q: 3 clusters Score -1357192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -1357194.375000 Penalty: 906.003296
	Iteration 64Q: 3 clusters Score -1357194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -1357195.625000 Penalty: 906.003296
	Iteration 65Q: 3 clusters Score -1357196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1357197.000000 Penalty: 906.003296
	Iteration 66Q: 3 clusters Score -1357197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1357199.000000 Penalty: 906.003296
	Iteration 67Q: 3 clusters Score -1357199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -1357200.500000 Penalty: 906.003296
	Iteration 68Q: 3 clusters Score -1357200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -1357200.125000 Penalty: 906.003296
	Iteration 69Q: 3 clusters Score -1357200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1357202.750000 Penalty: 906.003296
	Iteration 70Q: 3 clusters Score -1357203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -1357201.750000 Penalty: 906.003296
	Iteration 71Q: 3 clusters Score -1357202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -1357201.750000 Penalty: 906.003296
	Iteration 72Q: 3 clusters Score -1357202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -1357200.250000 Penalty: 906.003296
	Iteration 73Q: 3 clusters Score -1357200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1357199.250000 Penalty: 906.003296
	Iteration 74Q: 3 clusters Score -1357199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -1357202.125000 Penalty: 906.003296
	Iteration 75Q: 3 clusters Score -1357202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1357201.500000 Penalty: 906.003296
	Iteration 76Q: 3 clusters Score -1357202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1357201.500000 Penalty: 906.003296
	Iteration 77F: 3 clusters Score -1357202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -63534.550781 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -63534.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62618.945312 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -62618.95 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -62944.347656 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -62944.35 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -63045.988281 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -63045.99 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -63132.628906 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -63132.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -63195.304688 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -63195.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -63247.617188 Penalty: 643.203674
	Iteration 5Q: 3 clusters Score -63247.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63281.128906 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -63281.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -63313.519531 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -63313.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -63334.195312 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -63334.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -63346.914062 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -63346.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -63357.691406 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -63357.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -63365.339844 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -63365.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -63369.531250 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -63369.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -63375.136719 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -63375.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -63380.425781 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -63380.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -63384.945312 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -63384.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -63386.035156 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -63386.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -63386.449219 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -63386.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -63386.449219 Penalty: 643.203674
	Iteration 18F: 3 clusters Score -63386.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -7174.112305 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -7174.112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6917.891113 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -6917.891 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7129.924805 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -7129.925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7189.991211 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -7189.991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7241.822754 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -7241.823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7284.521973 Penalty: 493.670471
	Iteration 4F: 3 clusters Score -7284.522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7293.576660 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -7293.577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7302.461426 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -7302.461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7313.319824 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -7313.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7372.615234 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -7372.615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7395.718750 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -7395.719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7398.347168 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -7398.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7398.347168 Penalty: 493.670471
	Iteration 11F: 3 clusters Score -7398.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 84 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 143 members 
Entering Unmasked Estep 
Score: -14139524.000000 Penalty: 62414.183594
Splitting cluster 33 changes total score from -14139614.000000 to -14139524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -107030.890625 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -107030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -105679.500000 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -105679.5 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -106129.507812 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -106129.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -106242.679688 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -106242.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -106381.179688 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -106381.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -106506.421875 Penalty: 685.906128
	Iteration 4F: 3 clusters Score -106506.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -106611.421875 Penalty: 685.906128
	Iteration 5F: 3 clusters Score -106611.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -106707.328125 Penalty: 685.906128
	Iteration 6F: 3 clusters Score -106707.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106770.109375 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -106770.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106807.867188 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -106807.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106827.867188 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -106827.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106836.093750 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -106836.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106840.710938 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -106840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -106842.695312 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -106842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106845.187500 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -106845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106847.601562 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -106847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106849.820312 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -106849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -106850.203125 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -106850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106850.710938 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -106850.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106851.453125 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -106851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106851.867188 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -106851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106851.867188 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -106851.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -28605.531250 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -28605.53 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 266 members 
Entering Unmasked Estep 
Score: -28078.238281 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -28078.24 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28205.279297 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -28205.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28227.148438 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -28227.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28244.861328 Penalty: 571.003357
	Iteration 3Q: 3 clusters Score -28244.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28254.365234 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -28254.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28263.621094 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -28263.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28270.640625 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -28270.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28276.169922 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -28276.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28281.876953 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -28281.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28285.250000 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -28285.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28286.349609 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -28286.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28287.847656 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -28287.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28289.759766 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -28289.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28291.009766 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -28291.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28291.904297 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -28291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28293.150391 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -28293.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28293.904297 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -28293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28293.904297 Penalty: 571.003357
	Iteration 17F: 3 clusters Score -28293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23058.892578 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -23058.89 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 194 members 
Entering Unmasked Estep 
Score: -22637.279297 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -22637.28 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22777.429688 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -22777.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22896.910156 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -22896.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22958.515625 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -22958.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22995.429688 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -22995.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23015.603516 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -23015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23023.316406 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -23023.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23026.390625 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -23026.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23027.671875 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -23027.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23029.289062 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -23029.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23029.289062 Penalty: 541.033264
	Iteration 10F: 3 clusters Score -23029.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14388.333008 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14388.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14113.306641 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -14113.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14175.455078 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14175.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14200.431641 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14200.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14221.344727 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -14221.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14243.465820 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14243.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14254.333984 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14254.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14273.625977 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14273.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14287.702148 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14296.160156 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14296.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14307.252930 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -14307.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14318.737305 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -14318.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14322.844727 Penalty: 489.570648
	Iteration 11Q: 3 clusters Score -14322.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14328.033203 Penalty: 489.570648
	Iteration 12Q: 3 clusters Score -14328.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14332.087891 Penalty: 489.570648
	Iteration 13Q: 3 clusters Score -14332.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14333.090820 Penalty: 489.570648
	Iteration 14Q: 3 clusters Score -14333.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14337.524414 Penalty: 489.570648
	Iteration 15Q: 3 clusters Score -14337.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14338.252930 Penalty: 489.570648
	Iteration 16Q: 3 clusters Score -14338.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14339.115234 Penalty: 489.570648
	Iteration 17Q: 3 clusters Score -14339.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14343.678711 Penalty: 489.570648
	Iteration 18F: 3 clusters Score -14343.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14354.530273 Penalty: 489.570648
	Iteration 19Q: 3 clusters Score -14354.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14358.456055 Penalty: 489.570648
	Iteration 20F: 3 clusters Score -14358.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14359.537109 Penalty: 489.570648
	Iteration 21Q: 3 clusters Score -14359.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14362.719727 Penalty: 489.570648
	Iteration 22Q: 3 clusters Score -14362.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14362.719727 Penalty: 489.570648
	Iteration 23F: 3 clusters Score -14362.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -46821.160156 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -46821.16 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 313 members 
Entering Unmasked Estep 
Score: -46280.898438 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -46280.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46429.601562 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -46429.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46448.773438 Penalty: 585.543701
	Iteration 2Q: 3 clusters Score -46448.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46461.882812 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -46461.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -46467.867188 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -46467.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46470.828125 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -46470.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46474.015625 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -46474.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -46476.617188 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -46476.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -46478.105469 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -46478.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -46479.972656 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -46479.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46485.800781 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -46485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -46488.488281 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -46488.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46490.054688 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -46490.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46490.054688 Penalty: 585.543701
	Iteration 13F: 3 clusters Score -46490.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -139410.062500 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -139410.1 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 1114 members 
Entering Unmasked Estep 
Score: -137791.203125 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -137791.2 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -138379.187500 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -138379.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138478.046875 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -138478 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138575.296875 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -138575.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -138690.437500 Penalty: 704.598083
	Iteration 4F: 3 clusters Score -138690.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -138794.859375 Penalty: 704.598083
	Iteration 5F: 3 clusters Score -138794.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -138887.734375 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -138887.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -138955.453125 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -138955.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -139001.640625 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -139001.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -139033.953125 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -139034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -139059.468750 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -139059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -139065.828125 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -139065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -139070.859375 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -139070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -139077.484375 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -139077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -139081.656250 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -139081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -139082.718750 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -139082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -139084.765625 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -139084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -139088.250000 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -139088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -139095.187500 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -139095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -139099.875000 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -139099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -139101.781250 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -139101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -139102.734375 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -139102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -139102.734375 Penalty: 704.598083
	Iteration 22F: 3 clusters Score -139102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -115539.875000 Penalty: 342.831696
	Iteration 0F: 2 clusters Score -115539.9 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 941 members 
Entering Unmasked Estep 
Score: -114205.664062 Penalty: 685.663391
	Iteration 0F: 3 clusters Score -114205.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -114664.906250 Penalty: 685.663391
	Iteration 1F: 3 clusters Score -114664.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -114732.007812 Penalty: 685.663391
	Iteration 2F: 3 clusters Score -114732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -114777.562500 Penalty: 685.663391
	Iteration 3F: 3 clusters Score -114777.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -114808.445312 Penalty: 685.663391
	Iteration 4Q: 3 clusters Score -114808.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -114832.843750 Penalty: 685.663391
	Iteration 5Q: 3 clusters Score -114832.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -114855.453125 Penalty: 685.663391
	Iteration 6Q: 3 clusters Score -114855.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -114889.007812 Penalty: 685.663391
	Iteration 7Q: 3 clusters Score -114889 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -114927.890625 Penalty: 685.663391
	Iteration 8Q: 3 clusters Score -114927.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -114964.820312 Penalty: 685.663391
	Iteration 9Q: 3 clusters Score -114964.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -115012.250000 Penalty: 685.663391
	Iteration 10Q: 3 clusters Score -115012.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -115059.468750 Penalty: 685.663391
	Iteration 11Q: 3 clusters Score -115059.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -115107.851562 Penalty: 685.663391
	Iteration 12Q: 3 clusters Score -115107.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -115149.367188 Penalty: 685.663391
	Iteration 13Q: 3 clusters Score -115149.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -115168.875000 Penalty: 685.663391
	Iteration 14Q: 3 clusters Score -115168.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -115184.468750 Penalty: 685.663391
	Iteration 15Q: 3 clusters Score -115184.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -115191.414062 Penalty: 685.663391
	Iteration 16Q: 3 clusters Score -115191.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -115201.109375 Penalty: 685.663391
	Iteration 17Q: 3 clusters Score -115201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -115207.968750 Penalty: 685.663391
	Iteration 18Q: 3 clusters Score -115208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -115214.859375 Penalty: 685.663391
	Iteration 19Q: 3 clusters Score -115214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -115217.335938 Penalty: 685.663391
	Iteration 20F: 3 clusters Score -115217.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -115220.546875 Penalty: 685.663391
	Iteration 21Q: 3 clusters Score -115220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -115225.609375 Penalty: 685.663391
	Iteration 22Q: 3 clusters Score -115225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -115231.359375 Penalty: 685.663391
	Iteration 23Q: 3 clusters Score -115231.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -115235.265625 Penalty: 685.663391
	Iteration 24Q: 3 clusters Score -115235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -115236.640625 Penalty: 685.663391
	Iteration 25Q: 3 clusters Score -115236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -115237.132812 Penalty: 685.663391
	Iteration 26Q: 3 clusters Score -115237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -115238.460938 Penalty: 685.663391
	Iteration 27Q: 3 clusters Score -115238.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -115240.257812 Penalty: 685.663391
	Iteration 28Q: 3 clusters Score -115240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -115240.820312 Penalty: 685.663391
	Iteration 29Q: 3 clusters Score -115240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -115241.515625 Penalty: 685.663391
	Iteration 30Q: 3 clusters Score -115241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -115244.992188 Penalty: 685.663391
	Iteration 31Q: 3 clusters Score -115245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -115247.468750 Penalty: 685.663391
	Iteration 32Q: 3 clusters Score -115247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -115252.640625 Penalty: 685.663391
	Iteration 33Q: 3 clusters Score -115252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -115254.843750 Penalty: 685.663391
	Iteration 34Q: 3 clusters Score -115254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -115254.843750 Penalty: 685.663391
	Iteration 35F: 3 clusters Score -115254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -63124.132812 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -63124.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -62325.367188 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -62325.37 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -62550.804688 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -62550.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62592.750000 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -62592.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -62625.558594 Penalty: 632.262268
	Iteration 3Q: 3 clusters Score -62625.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -62661.312500 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -62661.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -62682.941406 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -62682.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -62708.257812 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -62708.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -62726.203125 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -62726.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -62741.726562 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -62741.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -62756.464844 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -62756.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -62768.988281 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -62768.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -62779.457031 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -62779.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -62791.871094 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -62791.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -62803.265625 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -62803.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -62811.859375 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -62811.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -62815.101562 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -62815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -62819.542969 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -62819.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -62830.625000 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -62830.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -62835.718750 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -62835.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -62836.308594 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -62836.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -62836.308594 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -62836.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -16972.205078 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -16972.21 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 131 members 
Entering Unmasked Estep 
Score: -16614.431641 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -16614.43 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16712.246094 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -16712.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16749.652344 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -16749.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16778.798828 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -16778.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16805.535156 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -16805.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16823.859375 Penalty: 517.822693
	Iteration 5F: 3 clusters Score -16823.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16829.796875 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -16829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16841.753906 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -16841.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16848.970703 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -16848.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16849.861328 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -16849.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16849.861328 Penalty: 517.822693
	Iteration 10F: 3 clusters Score -16849.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3580.202393 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3580.202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3413.029053 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3413.029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3457.076172 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3457.076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3463.090820 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3463.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3463.090820 Penalty: 387.903870
	Iteration 3F: 3 clusters Score -3463.091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11601.824219 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11601.82 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 110 members 
Entering Unmasked Estep 
Score: -11365.098633 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11365.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11493.577148 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11493.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11521.453125 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11521.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11539.751953 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11539.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11552.941406 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11552.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11555.162109 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11555.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11557.270508 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11557.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11557.270508 Penalty: 485.277405
	Iteration 7F: 3 clusters Score -11557.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -88036.593750 Penalty: 319.984406
	Iteration 0F: 2 clusters Score -88036.59 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 548 members 
Entering Unmasked Estep 
Score: -87139.101562 Penalty: 639.968811
	Iteration 0F: 3 clusters Score -87139.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -87380.937500 Penalty: 639.968811
	Iteration 1F: 3 clusters Score -87380.94 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87438.476562 Penalty: 639.968811
	Iteration 2F: 3 clusters Score -87438.48 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -87494.359375 Penalty: 639.968811
	Iteration 3F: 3 clusters Score -87494.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -87535.164062 Penalty: 639.968811
	Iteration 4F: 3 clusters Score -87535.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -87587.398438 Penalty: 639.968811
	Iteration 5Q: 3 clusters Score -87587.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -87654.343750 Penalty: 639.968811
	Iteration 6F: 3 clusters Score -87654.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -87713.015625 Penalty: 639.968811
	Iteration 7F: 3 clusters Score -87713.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -87740.421875 Penalty: 639.968811
	Iteration 8Q: 3 clusters Score -87740.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -87754.484375 Penalty: 639.968811
	Iteration 9Q: 3 clusters Score -87754.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -87771.695312 Penalty: 639.968811
	Iteration 10Q: 3 clusters Score -87771.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -87779.765625 Penalty: 639.968811
	Iteration 11Q: 3 clusters Score -87779.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -87786.375000 Penalty: 639.968811
	Iteration 12Q: 3 clusters Score -87786.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -87791.257812 Penalty: 639.968811
	Iteration 13Q: 3 clusters Score -87791.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -87794.742188 Penalty: 639.968811
	Iteration 14Q: 3 clusters Score -87794.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -87798.039062 Penalty: 639.968811
	Iteration 15Q: 3 clusters Score -87798.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -87802.601562 Penalty: 639.968811
	Iteration 16Q: 3 clusters Score -87802.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87805.976562 Penalty: 639.968811
	Iteration 17Q: 3 clusters Score -87805.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87808.195312 Penalty: 639.968811
	Iteration 18Q: 3 clusters Score -87808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87809.007812 Penalty: 639.968811
	Iteration 19Q: 3 clusters Score -87809.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -87811.093750 Penalty: 639.968811
	Iteration 20F: 3 clusters Score -87811.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -87811.781250 Penalty: 639.968811
	Iteration 21Q: 3 clusters Score -87811.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -87812.812500 Penalty: 639.968811
	Iteration 22Q: 3 clusters Score -87812.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -87813.203125 Penalty: 639.968811
	Iteration 23Q: 3 clusters Score -87813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -87813.625000 Penalty: 639.968811
	Iteration 24Q: 3 clusters Score -87813.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -87813.625000 Penalty: 639.968811
	Iteration 25F: 3 clusters Score -87813.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -51586.347656 Penalty: 311.147430
	Iteration 0F: 2 clusters Score -51586.35 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 435 members 
Entering Unmasked Estep 
Score: -50832.746094 Penalty: 622.294861
	Iteration 0F: 3 clusters Score -50832.75 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51066.574219 Penalty: 622.294861
	Iteration 1F: 3 clusters Score -51066.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51148.324219 Penalty: 622.294861
	Iteration 2F: 3 clusters Score -51148.32 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51209.554688 Penalty: 622.294861
	Iteration 3F: 3 clusters Score -51209.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51254.406250 Penalty: 622.294861
	Iteration 4Q: 3 clusters Score -51254.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51301.289062 Penalty: 622.294861
	Iteration 5Q: 3 clusters Score -51301.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51344.046875 Penalty: 622.294861
	Iteration 6Q: 3 clusters Score -51344.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51373.843750 Penalty: 622.294861
	Iteration 7Q: 3 clusters Score -51373.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51385.695312 Penalty: 622.294861
	Iteration 8Q: 3 clusters Score -51385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51398.535156 Penalty: 622.294861
	Iteration 9Q: 3 clusters Score -51398.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51406.242188 Penalty: 622.294861
	Iteration 10Q: 3 clusters Score -51406.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51408.058594 Penalty: 622.294861
	Iteration 11Q: 3 clusters Score -51408.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51409.789062 Penalty: 622.294861
	Iteration 12Q: 3 clusters Score -51409.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51412.023438 Penalty: 622.294861
	Iteration 13Q: 3 clusters Score -51412.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51412.554688 Penalty: 622.294861
	Iteration 14Q: 3 clusters Score -51412.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51415.250000 Penalty: 622.294861
	Iteration 15Q: 3 clusters Score -51415.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51420.039062 Penalty: 622.294861
	Iteration 16Q: 3 clusters Score -51420.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51421.507812 Penalty: 622.294861
	Iteration 17Q: 3 clusters Score -51421.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51423.148438 Penalty: 622.294861
	Iteration 18Q: 3 clusters Score -51423.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51425.601562 Penalty: 622.294861
	Iteration 19Q: 3 clusters Score -51425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51428.777344 Penalty: 622.294861
	Iteration 20F: 3 clusters Score -51428.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51430.246094 Penalty: 622.294861
	Iteration 21Q: 3 clusters Score -51430.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51431.035156 Penalty: 622.294861
	Iteration 22Q: 3 clusters Score -51431.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51432.750000 Penalty: 622.294861
	Iteration 23Q: 3 clusters Score -51432.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51436.714844 Penalty: 622.294861
	Iteration 24Q: 3 clusters Score -51436.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51440.671875 Penalty: 622.294861
	Iteration 25Q: 3 clusters Score -51440.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51443.625000 Penalty: 622.294861
	Iteration 26Q: 3 clusters Score -51443.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51447.199219 Penalty: 622.294861
	Iteration 27Q: 3 clusters Score -51447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51454.160156 Penalty: 622.294861
	Iteration 28Q: 3 clusters Score -51454.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51461.035156 Penalty: 622.294861
	Iteration 29Q: 3 clusters Score -51461.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51465.851562 Penalty: 622.294861
	Iteration 30Q: 3 clusters Score -51465.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51471.527344 Penalty: 622.294861
	Iteration 31Q: 3 clusters Score -51471.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51478.175781 Penalty: 622.294861
	Iteration 32Q: 3 clusters Score -51478.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51482.796875 Penalty: 622.294861
	Iteration 33Q: 3 clusters Score -51482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51484.007812 Penalty: 622.294861
	Iteration 34Q: 3 clusters Score -51484.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51484.855469 Penalty: 622.294861
	Iteration 35Q: 3 clusters Score -51484.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51485.832031 Penalty: 622.294861
	Iteration 36Q: 3 clusters Score -51485.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51485.933594 Penalty: 622.294861
	Iteration 37Q: 3 clusters Score -51485.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51485.933594 Penalty: 622.294861
	Iteration 38F: 3 clusters Score -51485.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -3656.900146 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -3656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3464.036133 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -3464.036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3541.502441 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -3541.502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3552.691162 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -3552.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3560.093018 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -3560.093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3560.093018 Penalty: 419.070496
	Iteration 4F: 3 clusters Score -3560.093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -9541.162109 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -9541.162 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 86 members 
Entering Unmasked Estep 
Score: -9260.361328 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -9260.361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9325.422852 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -9325.423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9354.850586 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -9354.851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9388.400391 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -9388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9402.655273 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -9402.655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9407.161133 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -9407.161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9409.422852 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -9409.423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9409.422852 Penalty: 474.559143
	Iteration 7F: 3 clusters Score -9409.423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13069.098633 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -13069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12754.389648 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12754.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12865.620117 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12865.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12895.460938 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12895.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12904.014648 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12904.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12904.566406 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12904.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12904.566406 Penalty: 501.722015
	Iteration 5F: 3 clusters Score -12904.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -4519.745117 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -4519.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4365.855957 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -4365.856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4441.638184 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -4441.638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4500.156738 Penalty: 396.460510
	Iteration 2F: 3 clusters Score -4500.157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4554.966309 Penalty: 396.460510
	Iteration 3F: 3 clusters Score -4554.966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4597.875977 Penalty: 396.460510
	Iteration 4F: 3 clusters Score -4597.876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4667.699219 Penalty: 396.460510
	Iteration 5Q: 3 clusters Score -4667.699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4735.205078 Penalty: 396.460510
	Iteration 6Q: 3 clusters Score -4735.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4735.205078 Penalty: 396.460510
	Iteration 7F: 3 clusters Score -4735.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 46 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 32 members 
Entering Unmasked Estep 
Score: -14139464.000000 Penalty: 62414.183594
Splitting cluster 50 changes total score from -14139614.000000 to -14139464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -155086.187500 Penalty: 356.644623
	Iteration 0F: 2 clusters Score -155086.2 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 1262 members 
Entering Unmasked Estep 
Score: -153267.578125 Penalty: 713.289246
	Iteration 0F: 3 clusters Score -153267.6 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -153903.343750 Penalty: 713.289246
	Iteration 1F: 3 clusters Score -153903.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -154036.781250 Penalty: 713.289246
	Iteration 2F: 3 clusters Score -154036.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -154149.656250 Penalty: 713.289246
	Iteration 3F: 3 clusters Score -154149.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -154250.390625 Penalty: 713.289246
	Iteration 4F: 3 clusters Score -154250.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -154328.437500 Penalty: 713.289246
	Iteration 5F: 3 clusters Score -154328.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -154395.437500 Penalty: 713.289246
	Iteration 6Q: 3 clusters Score -154395.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -154454.671875 Penalty: 713.289246
	Iteration 7Q: 3 clusters Score -154454.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -154491.343750 Penalty: 713.289246
	Iteration 8Q: 3 clusters Score -154491.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -154523.453125 Penalty: 713.289246
	Iteration 9Q: 3 clusters Score -154523.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -154541.640625 Penalty: 713.289246
	Iteration 10Q: 3 clusters Score -154541.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -154555.453125 Penalty: 713.289246
	Iteration 11Q: 3 clusters Score -154555.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -154572.687500 Penalty: 713.289246
	Iteration 12Q: 3 clusters Score -154572.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -154591.062500 Penalty: 713.289246
	Iteration 13Q: 3 clusters Score -154591.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -154609.546875 Penalty: 713.289246
	Iteration 14Q: 3 clusters Score -154609.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -154630.421875 Penalty: 713.289246
	Iteration 15Q: 3 clusters Score -154630.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -154665.500000 Penalty: 713.289246
	Iteration 16Q: 3 clusters Score -154665.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -154695.484375 Penalty: 713.289246
	Iteration 17Q: 3 clusters Score -154695.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -154723.703125 Penalty: 713.289246
	Iteration 18Q: 3 clusters Score -154723.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -154743.281250 Penalty: 713.289246
	Iteration 19Q: 3 clusters Score -154743.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -154753.703125 Penalty: 713.289246
	Iteration 20F: 3 clusters Score -154753.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -154759.828125 Penalty: 713.289246
	Iteration 21Q: 3 clusters Score -154759.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -154767.718750 Penalty: 713.289246
	Iteration 22Q: 3 clusters Score -154767.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -154774.921875 Penalty: 713.289246
	Iteration 23Q: 3 clusters Score -154774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -154783.093750 Penalty: 713.289246
	Iteration 24Q: 3 clusters Score -154783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -154793.843750 Penalty: 713.289246
	Iteration 25Q: 3 clusters Score -154793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -154796.250000 Penalty: 713.289246
	Iteration 26Q: 3 clusters Score -154796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -154798.203125 Penalty: 713.289246
	Iteration 27Q: 3 clusters Score -154798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -154801.656250 Penalty: 713.289246
	Iteration 28Q: 3 clusters Score -154801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -154803.937500 Penalty: 713.289246
	Iteration 29Q: 3 clusters Score -154803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -154805.000000 Penalty: 713.289246
	Iteration 30Q: 3 clusters Score -154805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -154805.109375 Penalty: 713.289246
	Iteration 31Q: 3 clusters Score -154805.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -154805.109375 Penalty: 713.289246
	Iteration 32F: 3 clusters Score -154805.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -8523.055664 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -8523.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8257.181641 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -8257.182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8312.094727 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -8312.095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8327.739258 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -8327.739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8337.832031 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -8337.832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8360.491211 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -8360.491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8386.316406 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -8386.316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8408.492188 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -8408.492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8425.633789 Penalty: 466.820770
	Iteration 7Q: 3 clusters Score -8425.634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8432.713867 Penalty: 466.820770
	Iteration 8Q: 3 clusters Score -8432.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8433.957031 Penalty: 466.820770
	Iteration 9Q: 3 clusters Score -8433.957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8433.957031 Penalty: 466.820770
	Iteration 10F: 3 clusters Score -8433.957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26510.722656 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26510.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26026.773438 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -26026.77 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26134.140625 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26134.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26165.398438 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26165.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26190.275391 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -26190.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26208.580078 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -26208.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26214.863281 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26214.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26223.560547 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26223.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26230.263672 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26230.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26235.609375 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26235.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26238.154297 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -26238.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26239.800781 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -26239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26241.361328 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -26241.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26246.251953 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -26246.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26248.423828 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -26248.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26251.332031 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -26251.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26256.892578 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -26256.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26260.113281 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -26260.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26264.033203 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -26264.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26269.804688 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -26269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26272.099609 Penalty: 563.504944
	Iteration 19Q: 3 clusters Score -26272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26273.542969 Penalty: 563.504944
	Iteration 20F: 3 clusters Score -26273.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -9224.470703 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -9224.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8994.540039 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -8994.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9041.530273 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -9041.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9051.462891 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -9051.463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9058.780273 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -9058.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9068.132812 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -9068.133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9071.879883 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -9071.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9071.879883 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -9071.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -34885.191406 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -34885.19 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 300 members 
Entering Unmasked Estep 
Score: -34378.023438 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -34378.02 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34558.347656 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -34558.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -34609.144531 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -34609.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -34642.949219 Penalty: 580.436768
	Iteration 3F: 3 clusters Score -34642.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34672.781250 Penalty: 580.436768
	Iteration 4Q: 3 clusters Score -34672.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34705.886719 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -34705.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34722.867188 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -34722.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34734.964844 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -34734.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34738.496094 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -34738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -34745.375000 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -34745.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34749.359375 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -34749.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34754.964844 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -34754.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34760.132812 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -34760.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34764.929688 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -34764.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34766.406250 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -34766.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34766.406250 Penalty: 580.436768
	Iteration 15F: 3 clusters Score -34766.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -24357.980469 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24357.98 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 165 members 
Entering Unmasked Estep 
Score: -23976.367188 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23976.37 nChanged 104
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: -24089.857422 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24089.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24119.958984 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24119.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24133.792969 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -24133.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24145.552734 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24145.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24157.494141 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24157.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24159.291016 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24159.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24164.525391 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24164.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24166.601562 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24167.304688 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24168.095703 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24168.095703 Penalty: 531.498352
	Iteration 11F: 3 clusters Score -24168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -15508.580078 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -15508.58 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 132 members 
Entering Unmasked Estep 
Score: -15160.043945 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -15160.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15235.286133 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -15235.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15251.803711 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -15251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15255.417969 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -15255.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15257.583008 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -15257.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15269.430664 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -15269.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15275.030273 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -15275.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15276.567383 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -15276.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15282.328125 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -15282.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15287.433594 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -15287.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15292.579102 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -15292.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15296.016602 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -15296.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15296.532227 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -15296.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15296.532227 Penalty: 509.118713
	Iteration 13F: 3 clusters Score -15296.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9746.083008 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9746.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9463.642578 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9463.643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9535.497070 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9535.497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9553.118164 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9553.118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9575.581055 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -9575.581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9582.605469 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9582.605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9590.388672 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9590.389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9598.738281 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9598.738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9603.782227 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -9603.782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9606.674805 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -9606.675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9606.674805 Penalty: 475.542938
	Iteration 9F: 3 clusters Score -9606.675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13719.609375 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13719.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13399.211914 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13399.21 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13602.460938 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13602.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13682.822266 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13682.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13732.009766 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -13732.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13790.551758 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -13790.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13797.085938 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -13797.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13804.500000 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -13804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13804.500000 Penalty: 514.695251
	Iteration 7F: 3 clusters Score -13804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 167 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 119 members 
Entering Unmasked Estep 
Score: -14139394.000000 Penalty: 62414.183594
Splitting cluster 59 changes total score from -14139614.000000 to -14139394.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9865.852539 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9865.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9612.290039 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9612.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9686.180664 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9686.181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9707.023438 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -9707.023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9717.121094 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -9717.121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9721.729492 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9721.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9721.729492 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -9721.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7640.031738 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7640.032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7407.784180 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7407.784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7467.632812 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7467.633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7498.628906 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7498.629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7516.516113 Penalty: 445.703430
	Iteration 3F: 3 clusters Score -7516.516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7526.025879 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7526.026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7528.497070 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7528.497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7532.626465 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7532.626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7533.213867 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7533.214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7533.559082 Penalty: 445.703430
	Iteration 8Q: 3 clusters Score -7533.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7534.865234 Penalty: 445.703430
	Iteration 9Q: 3 clusters Score -7534.865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7534.865234 Penalty: 445.703430
	Iteration 10F: 3 clusters Score -7534.865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (16379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Entering Unmasked Estep 
Score: -1387738.250000 Penalty: 441.520874
	Iteration 0F: 2 clusters Score -1387738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1379244.750000 Penalty: 883.041748
	Iteration 0F: 3 clusters Score -1379245 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1383725.500000 Penalty: 883.041748
	Iteration 1F: 3 clusters Score -1383726 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1384061.625000 Penalty: 883.041748
	Iteration 2F: 3 clusters Score -1384062 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1384597.250000 Penalty: 883.041748
	Iteration 3F: 3 clusters Score -1384597 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1385370.250000 Penalty: 883.041748
	Iteration 4F: 3 clusters Score -1385370 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1386176.125000 Penalty: 883.041748
	Iteration 5F: 3 clusters Score -1386176 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1386605.125000 Penalty: 883.041748
	Iteration 6F: 3 clusters Score -1386605 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1386816.625000 Penalty: 883.041748
	Iteration 7Q: 3 clusters Score -1386817 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1386917.375000 Penalty: 883.041748
	Iteration 8Q: 3 clusters Score -1386917 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1386998.000000 Penalty: 883.041748
	Iteration 9Q: 3 clusters Score -1386998 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1387018.125000 Penalty: 883.041748
	Iteration 10Q: 3 clusters Score -1387018 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1387012.875000 Penalty: 883.041748
	Iteration 11Q: 3 clusters Score -1387013 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1387003.125000 Penalty: 883.041748
	Iteration 12Q: 3 clusters Score -1387003 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1387061 nChanged 40
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Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1387065 nChanged 37
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Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1387071 nChanged 34
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Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1387072 nChanged 40
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Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1387074 nChanged 47
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Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1387071 nChanged 56
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Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1387077 nChanged 64
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Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1387106 nChanged 61
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Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1387114 nChanged 68
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Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1387125 nChanged 68
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Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1387140 nChanged 71
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Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4688 members 
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	Iteration 41Q: 3 clusters Score -1387156 nChanged 53
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Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4780 members 
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Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4805 members 
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Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 4834 members 
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	Iteration 46Q: 3 clusters Score -1387194 nChanged 69
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	Iteration 48Q: 3 clusters Score -1387198 nChanged 61
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Mstep: Class 1 contains 11466 members 
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Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5039 members 
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Mstep: Class 1 contains 11310 members 
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	Iteration 53Q: 3 clusters Score -1387236 nChanged 62
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Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1387244 nChanged 41
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Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5140 members 
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	Iteration 55Q: 3 clusters Score -1387250 nChanged 44
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Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1387251.750000 Penalty: 883.041748
	Iteration 56Q: 3 clusters Score -1387252 nChanged 40
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Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5210 members 
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Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1387266.000000 Penalty: 883.041748
	Iteration 58Q: 3 clusters Score -1387266 nChanged 58
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Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 5306 members 
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Score: -1387280.750000 Penalty: 883.041748
	Iteration 59Q: 3 clusters Score -1387281 nChanged 67
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Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5365 members 
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	Iteration 60F: 3 clusters Score -1387284 nChanged 67
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5426 members 
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	Iteration 61Q: 3 clusters Score -1387284 nChanged 64
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Mstep: Class 1 contains 10895 members 
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	Iteration 62Q: 3 clusters Score -1387285 nChanged 71
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Mstep: Class 1 contains 10830 members 
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	Iteration 63Q: 3 clusters Score -1387293 nChanged 69
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Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 5616 members 
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	Iteration 64Q: 3 clusters Score -1387297 nChanged 66
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Mstep: Class 1 contains 10699 members 
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	Iteration 65Q: 3 clusters Score -1387303 nChanged 67
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Mstep: Class 1 contains 10642 members 
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	Iteration 66Q: 3 clusters Score -1387306 nChanged 61
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Mstep: Class 1 contains 10589 members 
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	Iteration 67Q: 3 clusters Score -1387302 nChanged 51
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Mstep: Class 1 contains 10548 members 
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	Iteration 68Q: 3 clusters Score -1387302 nChanged 51
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Mstep: Class 1 contains 10513 members 
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	Iteration 69Q: 3 clusters Score -1387300 nChanged 44
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Mstep: Class 1 contains 10477 members 
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	Iteration 70Q: 3 clusters Score -1387299 nChanged 73
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Mstep: Class 1 contains 10422 members 
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	Iteration 71Q: 3 clusters Score -1387298 nChanged 70
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Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 5997 members 
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	Iteration 72Q: 3 clusters Score -1387293 nChanged 68
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Mstep: Class 1 contains 10336 members 
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	Iteration 73Q: 3 clusters Score -1387288 nChanged 68
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Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 6093 members 
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	Iteration 74Q: 3 clusters Score -1387286 nChanged 65
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Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6134 members 
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	Iteration 75Q: 3 clusters Score -1387280 nChanged 62
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Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6170 members 
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Score: -1387271.000000 Penalty: 883.041748
	Iteration 76Q: 3 clusters Score -1387271 nChanged 76
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Mstep: Class 1 contains 10169 members 
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	Iteration 77Q: 3 clusters Score -1387264 nChanged 83
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Mstep: Class 1 contains 10130 members 
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	Iteration 78Q: 3 clusters Score -1387256 nChanged 88
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Mstep: Class 1 contains 10090 members 
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	Iteration 79Q: 3 clusters Score -1387250 nChanged 76
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Mstep: Class 1 contains 10066 members 
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Entering Unmasked Estep 
Score: -1387253.625000 Penalty: 883.041748
	Iteration 80F: 3 clusters Score -1387254 nChanged 74
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Mstep: Class 1 contains 10042 members 
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	Iteration 81Q: 3 clusters Score -1387248 nChanged 56
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Mstep: Class 1 contains 10018 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1387247 nChanged 57
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Mstep: Class 1 contains 10015 members 
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	Iteration 83Q: 3 clusters Score -1387244 nChanged 49
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Mstep: Class 1 contains 10016 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1387244 nChanged 35
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Mstep: Class 1 contains 10031 members 
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	Iteration 85Q: 3 clusters Score -1387245 nChanged 35
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	Iteration 86Q: 3 clusters Score -1387250 nChanged 26
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Mstep: Class 1 contains 10048 members 
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	Iteration 87Q: 3 clusters Score -1387245 nChanged 29
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Mstep: Class 1 contains 10057 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1387246 nChanged 25
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Mstep: Class 1 contains 10072 members 
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	Iteration 89Q: 3 clusters Score -1387249 nChanged 17
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Mstep: Class 1 contains 10085 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1387251 nChanged 25
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Mstep: Class 1 contains 10096 members 
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	Iteration 91Q: 3 clusters Score -1387250 nChanged 23
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Mstep: Class 1 contains 10107 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1387252 nChanged 15
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Mstep: Class 1 contains 10118 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1387251 nChanged 6
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Mstep: Class 1 contains 10124 members 
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	Iteration 94Q: 3 clusters Score -1387252 nChanged 5
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Mstep: Class 1 contains 10127 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1387254 nChanged 5
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Mstep: Class 1 contains 10132 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1387252 nChanged 2
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1387250 nChanged 4
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Mstep: Class 1 contains 10138 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1387253 nChanged 7
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1387254 nChanged 6
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Mstep: Class 1 contains 10149 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1387255 nChanged 6
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Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1387258 nChanged 4
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Mstep: Class 1 contains 10157 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1387261 nChanged 4
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Mstep: Class 1 contains 10161 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1387259 nChanged 3
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Mstep: Class 1 contains 10164 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1387263 nChanged 1
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1387264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1387263.375000 Penalty: 883.041748
	Iteration 106Q: 3 clusters Score -1387263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1387263.375000 Penalty: 883.041748
	Iteration 107F: 3 clusters Score -1387263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -53939.074219 Penalty: 309.710754
	Iteration 0F: 2 clusters Score -53939.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53215.738281 Penalty: 619.421509
	Iteration 0F: 3 clusters Score -53215.74 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53382.925781 Penalty: 619.421509
	Iteration 1F: 3 clusters Score -53382.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53415.855469 Penalty: 619.421509
	Iteration 2F: 3 clusters Score -53415.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -53432.132812 Penalty: 619.421509
	Iteration 3Q: 3 clusters Score -53432.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -53443.382812 Penalty: 619.421509
	Iteration 4Q: 3 clusters Score -53443.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -53451.292969 Penalty: 619.421509
	Iteration 5Q: 3 clusters Score -53451.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -53462.472656 Penalty: 619.421509
	Iteration 6Q: 3 clusters Score -53462.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -53468.078125 Penalty: 619.421509
	Iteration 7Q: 3 clusters Score -53468.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -53472.195312 Penalty: 619.421509
	Iteration 8Q: 3 clusters Score -53472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -53475.648438 Penalty: 619.421509
	Iteration 9Q: 3 clusters Score -53475.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53483.453125 Penalty: 619.421509
	Iteration 10Q: 3 clusters Score -53483.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53491.660156 Penalty: 619.421509
	Iteration 11Q: 3 clusters Score -53491.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -53501.492188 Penalty: 619.421509
	Iteration 12Q: 3 clusters Score -53501.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -53519.042969 Penalty: 619.421509
	Iteration 13Q: 3 clusters Score -53519.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -53541.089844 Penalty: 619.421509
	Iteration 14Q: 3 clusters Score -53541.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -53562.121094 Penalty: 619.421509
	Iteration 15Q: 3 clusters Score -53562.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -53582.808594 Penalty: 619.421509
	Iteration 16Q: 3 clusters Score -53582.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -53591.261719 Penalty: 619.421509
	Iteration 17Q: 3 clusters Score -53591.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -53595.878906 Penalty: 619.421509
	Iteration 18Q: 3 clusters Score -53595.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -53600.609375 Penalty: 619.421509
	Iteration 19Q: 3 clusters Score -53600.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53606.972656 Penalty: 619.421509
	Iteration 20F: 3 clusters Score -53606.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -53612.117188 Penalty: 619.421509
	Iteration 21Q: 3 clusters Score -53612.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -53618.953125 Penalty: 619.421509
	Iteration 22Q: 3 clusters Score -53618.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -53622.140625 Penalty: 619.421509
	Iteration 23Q: 3 clusters Score -53622.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -53626.484375 Penalty: 619.421509
	Iteration 24Q: 3 clusters Score -53626.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -53629.601562 Penalty: 619.421509
	Iteration 25Q: 3 clusters Score -53629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -53631.863281 Penalty: 619.421509
	Iteration 26Q: 3 clusters Score -53631.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -53635.234375 Penalty: 619.421509
	Iteration 27Q: 3 clusters Score -53635.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -53637.515625 Penalty: 619.421509
	Iteration 28Q: 3 clusters Score -53637.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53637.925781 Penalty: 619.421509
	Iteration 29Q: 3 clusters Score -53637.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53637.925781 Penalty: 619.421509
	Iteration 30F: 3 clusters Score -53637.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -20176.496094 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -20176.5 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 209 members 
Entering Unmasked Estep 
Score: -19751.396484 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -19751.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19880.607422 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -19880.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19921.376953 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -19921.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19936.957031 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -19936.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19954.458984 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -19954.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19968.691406 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -19968.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19975.228516 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -19975.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19978.595703 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -19978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19980.029297 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -19980.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19980.863281 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -19980.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19982.947266 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -19982.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19983.302734 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -19983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19983.751953 Penalty: 542.216614
	Iteration 12Q: 3 clusters Score -19983.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19983.751953 Penalty: 542.216614
	Iteration 13F: 3 clusters Score -19983.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2241.356689 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2241.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2278.842529 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2278.843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2319.055176 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2319.055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2331.844482 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2331.844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2371.361572 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2371.362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2404.401611 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2404.402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2435.705811 Penalty: 372.585358
	Iteration 5Q: 3 clusters Score -2435.706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2435.705811 Penalty: 372.585358
	Iteration 6F: 3 clusters Score -2435.706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 14 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 46 members 
Entering Unmasked Estep 
Score: -14139436.000000 Penalty: 62414.183594
Splitting cluster 65 changes total score from -14139614.000000 to -14139436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -27056.802734 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -27056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26566.117188 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -26566.12 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26691.058594 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26691.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26739.806641 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26739.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26781.082031 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -26781.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26802.195312 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -26802.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26819.339844 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26819.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26829.691406 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26829.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26840.421875 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26840.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26851.753906 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26851.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -26858.083984 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26858.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -26859.871094 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26859.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26863.009766 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -26863.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26864.283203 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -26864.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26864.283203 Penalty: 563.318665
	Iteration 13F: 3 clusters Score -26864.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7482.778809 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7482.779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7269.342773 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7269.343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7310.333008 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7310.333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7323.846680 Penalty: 442.945648
	Iteration 2Q: 3 clusters Score -7323.847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7328.185059 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7328.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7329.521484 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7329.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7329.521484 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -7329.521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -35413.144531 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -35413.14 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 258 members 
Entering Unmasked Estep 
Score: -34906.496094 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -34906.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35033.289062 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -35033.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35080.812500 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -35080.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35117.281250 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -35117.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35146.636719 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -35146.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35162.121094 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -35162.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35182.601562 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -35182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35202.312500 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -35202.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35227.988281 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -35227.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35257.308594 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -35257.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35269.269531 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -35269.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35280.113281 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -35280.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35285.785156 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -35285.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35287.277344 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -35287.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35290.238281 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -35290.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35298.593750 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -35298.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35303.777344 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -35303.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35312.031250 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -35312.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35321.355469 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -35321.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35323.894531 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -35323.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35324.593750 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -35324.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35325.367188 Penalty: 569.621948
	Iteration 21Q: 3 clusters Score -35325.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35325.656250 Penalty: 569.621948
	Iteration 22Q: 3 clusters Score -35325.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35327.796875 Penalty: 569.621948
	Iteration 23Q: 3 clusters Score -35327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35329.480469 Penalty: 569.621948
	Iteration 24Q: 3 clusters Score -35329.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35331.406250 Penalty: 569.621948
	Iteration 25Q: 3 clusters Score -35331.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35333.636719 Penalty: 569.621948
	Iteration 26Q: 3 clusters Score -35333.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35334.984375 Penalty: 569.621948
	Iteration 27Q: 3 clusters Score -35334.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35338.046875 Penalty: 569.621948
	Iteration 28Q: 3 clusters Score -35338.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35339.171875 Penalty: 569.621948
	Iteration 29Q: 3 clusters Score -35339.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35344.007812 Penalty: 569.621948
	Iteration 30Q: 3 clusters Score -35344.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35349.546875 Penalty: 569.621948
	Iteration 31Q: 3 clusters Score -35349.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35353.898438 Penalty: 569.621948
	Iteration 32Q: 3 clusters Score -35353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35356.902344 Penalty: 569.621948
	Iteration 33Q: 3 clusters Score -35356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35359.535156 Penalty: 569.621948
	Iteration 34Q: 3 clusters Score -35359.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35360.589844 Penalty: 569.621948
	Iteration 35Q: 3 clusters Score -35360.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35361.402344 Penalty: 569.621948
	Iteration 36Q: 3 clusters Score -35361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35363.269531 Penalty: 569.621948
	Iteration 37Q: 3 clusters Score -35363.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35363.417969 Penalty: 569.621948
	Iteration 38Q: 3 clusters Score -35363.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35363.554688 Penalty: 569.621948
	Iteration 39Q: 3 clusters Score -35363.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35363.554688 Penalty: 569.621948
	Iteration 40F: 3 clusters Score -35363.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3846.139893 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3846.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3682.648438 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3682.648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3721.240967 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3721.241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3730.787109 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3730.787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3730.787109 Penalty: 398.764435
	Iteration 3F: 3 clusters Score -3730.787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -92817.242188 Penalty: 320.264648
	Iteration 0F: 2 clusters Score -92817.24 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 568 members 
Entering Unmasked Estep 
Score: -91908.203125 Penalty: 640.529297
	Iteration 0F: 3 clusters Score -91908.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92189.250000 Penalty: 640.529297
	Iteration 1F: 3 clusters Score -92189.25 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92246.054688 Penalty: 640.529297
	Iteration 2F: 3 clusters Score -92246.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -92298.414062 Penalty: 640.529297
	Iteration 3F: 3 clusters Score -92298.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -92356.695312 Penalty: 640.529297
	Iteration 4F: 3 clusters Score -92356.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -92424.726562 Penalty: 640.529297
	Iteration 5F: 3 clusters Score -92424.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -92475.406250 Penalty: 640.529297
	Iteration 6F: 3 clusters Score -92475.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -92507.570312 Penalty: 640.529297
	Iteration 7Q: 3 clusters Score -92507.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -92522.828125 Penalty: 640.529297
	Iteration 8Q: 3 clusters Score -92522.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -92536.484375 Penalty: 640.529297
	Iteration 9Q: 3 clusters Score -92536.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -92551.117188 Penalty: 640.529297
	Iteration 10Q: 3 clusters Score -92551.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -92561.359375 Penalty: 640.529297
	Iteration 11Q: 3 clusters Score -92561.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92569.210938 Penalty: 640.529297
	Iteration 12Q: 3 clusters Score -92569.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -92579.835938 Penalty: 640.529297
	Iteration 13Q: 3 clusters Score -92579.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -92593.890625 Penalty: 640.529297
	Iteration 14Q: 3 clusters Score -92593.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -92609.234375 Penalty: 640.529297
	Iteration 15Q: 3 clusters Score -92609.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -92629.062500 Penalty: 640.529297
	Iteration 16Q: 3 clusters Score -92629.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -92648.726562 Penalty: 640.529297
	Iteration 17Q: 3 clusters Score -92648.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92672.437500 Penalty: 640.529297
	Iteration 18Q: 3 clusters Score -92672.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -92688.851562 Penalty: 640.529297
	Iteration 19Q: 3 clusters Score -92688.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -92697.109375 Penalty: 640.529297
	Iteration 20F: 3 clusters Score -92697.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92700.851562 Penalty: 640.529297
	Iteration 21Q: 3 clusters Score -92700.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -92707.843750 Penalty: 640.529297
	Iteration 22Q: 3 clusters Score -92707.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92712.859375 Penalty: 640.529297
	Iteration 23Q: 3 clusters Score -92712.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -92716.609375 Penalty: 640.529297
	Iteration 24Q: 3 clusters Score -92716.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -92718.539062 Penalty: 640.529297
	Iteration 25Q: 3 clusters Score -92718.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92723.828125 Penalty: 640.529297
	Iteration 26Q: 3 clusters Score -92723.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -92733.460938 Penalty: 640.529297
	Iteration 27Q: 3 clusters Score -92733.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -92740.625000 Penalty: 640.529297
	Iteration 28Q: 3 clusters Score -92740.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -92749.726562 Penalty: 640.529297
	Iteration 29Q: 3 clusters Score -92749.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -92771.429688 Penalty: 640.529297
	Iteration 30Q: 3 clusters Score -92771.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -92787.296875 Penalty: 640.529297
	Iteration 31Q: 3 clusters Score -92787.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -92797.406250 Penalty: 640.529297
	Iteration 32Q: 3 clusters Score -92797.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92805.335938 Penalty: 640.529297
	Iteration 33Q: 3 clusters Score -92805.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -92808.257812 Penalty: 640.529297
	Iteration 34Q: 3 clusters Score -92808.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -92809.187500 Penalty: 640.529297
	Iteration 35Q: 3 clusters Score -92809.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -92809.500000 Penalty: 640.529297
	Iteration 36Q: 3 clusters Score -92809.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -92810.367188 Penalty: 640.529297
	Iteration 37F: 3 clusters Score -92810.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92810.500000 Penalty: 640.529297
	Iteration 38Q: 3 clusters Score -92810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92810.500000 Penalty: 640.529297
	Iteration 39F: 3 clusters Score -92810.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -12253.033203 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -12253.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11949.127930 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11949.13 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12050.126953 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -12050.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12086.532227 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -12086.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12111.479492 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -12111.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12139.754883 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -12139.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12162.946289 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -12162.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12176.171875 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -12176.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12189.815430 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -12189.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12199.830078 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -12199.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12206.690430 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -12206.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12206.690430 Penalty: 495.260010
	Iteration 10F: 3 clusters Score -12206.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -14099.216797 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -14099.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13768.393555 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -13768.39 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13847.163086 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -13847.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13874.124023 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -13874.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13885.601562 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -13885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13889.800781 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -13889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13895.390625 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -13895.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13898.452148 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -13898.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13901.375977 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -13901.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13902.223633 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -13902.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13903.177734 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -13903.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13903.177734 Penalty: 503.538452
	Iteration 10F: 3 clusters Score -13903.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -20199.439453 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -20199.44 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 163 members 
Entering Unmasked Estep 
Score: -19818.554688 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -19818.55 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19942.517578 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -19942.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19965.046875 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -19965.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19979.378906 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -19979.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19988.607422 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -19988.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19995.046875 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -19995.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19997.673828 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -19997.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19998.029297 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -19998.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19998.029297 Penalty: 533.590454
	Iteration 8F: 3 clusters Score -19998.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -30051.521484 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -30051.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29578.001953 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -29578 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29682.171875 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -29682.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29720.289062 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -29720.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29756.421875 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -29756.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29769.125000 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -29769.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29780.570312 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -29780.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29787.294922 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -29787.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29796.851562 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -29796.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29801.474609 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -29801.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -29803.333984 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -29803.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29809.230469 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -29809.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29811.632812 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -29811.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29816.287109 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -29816.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29820.746094 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -29820.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29823.613281 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -29823.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29827.613281 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -29827.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29833.943359 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -29833.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29837.517578 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -29837.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29839.015625 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -29839.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29840.857422 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -29840.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29842.027344 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -29842.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15375.674805 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -15375.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15078.102539 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -15078.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15157.818359 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -15157.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15182.153320 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -15182.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15192.718750 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -15192.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15208.214844 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -15208.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15225.293945 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -15225.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15243.572266 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -15243.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15270.423828 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -15270.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15286.508789 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -15286.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15294.736328 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -15294.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15297.417969 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -15297.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15297.417969 Penalty: 493.268707
	Iteration 11F: 3 clusters Score -15297.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -13372.261719 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -13372.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13089.673828 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -13089.67 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13189.307617 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -13189.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13209.396484 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -13209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13219.498047 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -13219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13219.498047 Penalty: 490.405548
	Iteration 4F: 3 clusters Score -13219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -13987.830078 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -13987.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13633.273438 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13633.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13736.685547 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -13736.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13795.445312 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -13795.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13834.389648 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -13834.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13852.101562 Penalty: 511.785614
	Iteration 4F: 3 clusters Score -13852.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13863.006836 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -13863.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13877.040039 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -13877.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13887.084961 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -13887.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13891.572266 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -13891.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13896.186523 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -13896.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13896.186523 Penalty: 511.785614
	Iteration 10F: 3 clusters Score -13896.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -22084.912109 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -22084.91 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 191 members 
Entering Unmasked Estep 
Score: -21689.107422 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -21689.11 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21805.066406 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -21805.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21821.855469 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -21821.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21834.289062 Penalty: 544.308716
	Iteration 3Q: 3 clusters Score -21834.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21849.091797 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -21849.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21857.501953 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -21857.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21865.236328 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -21865.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21868.052734 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -21868.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21872.736328 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -21872.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21876.640625 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -21876.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21880.017578 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -21880.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21881.867188 Penalty: 544.308716
	Iteration 11Q: 3 clusters Score -21881.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21882.824219 Penalty: 544.308716
	Iteration 12Q: 3 clusters Score -21882.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21883.031250 Penalty: 544.308716
	Iteration 13Q: 3 clusters Score -21883.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21883.896484 Penalty: 544.308716
	Iteration 14Q: 3 clusters Score -21883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21885.316406 Penalty: 544.308716
	Iteration 15Q: 3 clusters Score -21885.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21886.224609 Penalty: 544.308716
	Iteration 16Q: 3 clusters Score -21886.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21887.492188 Penalty: 544.308716
	Iteration 17Q: 3 clusters Score -21887.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21887.492188 Penalty: 544.308716
	Iteration 18F: 3 clusters Score -21887.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -24398.527344 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -24398.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23924.324219 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -23924.32 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24034.710938 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -24034.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24051.119141 Penalty: 555.129028
	Iteration 2Q: 3 clusters Score -24051.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24067.150391 Penalty: 555.129028
	Iteration 3Q: 3 clusters Score -24067.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24076.601562 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -24076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24087.789062 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -24087.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24097.742188 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -24097.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24103.681641 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -24103.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24109.748047 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -24109.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24115.253906 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -24115.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24118.369141 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -24118.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24118.759766 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -24118.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24118.759766 Penalty: 555.129028
	Iteration 12F: 3 clusters Score -24118.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6547.393555 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6547.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6313.434570 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6313.435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6355.148438 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6355.148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6369.497559 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -6369.498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6382.217773 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6382.218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6391.395508 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6391.396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6398.402832 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -6398.403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6402.021973 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -6402.022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6403.780762 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -6403.781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6403.780762 Penalty: 437.165894
	Iteration 8F: 3 clusters Score -6403.781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -5522.925293 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -5522.925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5326.357910 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -5326.358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5372.255371 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -5372.255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5387.672363 Penalty: 407.437653
	Iteration 2F: 3 clusters Score -5387.672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -14768.084961 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -14768.08 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 112 members 
Entering Unmasked Estep 
Score: -14504.837891 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -14504.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14587.831055 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -14587.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14651.941406 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -14651.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14673.894531 Penalty: 483.501770
	Iteration 3F: 3 clusters Score -14673.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14688.526367 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -14688.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14710.877930 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -14710.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14731.498047 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -14731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14742.287109 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -14742.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14743.627930 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -14743.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14744.238281 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -14744.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14744.238281 Penalty: 483.501770
	Iteration 10F: 3 clusters Score -14744.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -80423.015625 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -80423.02 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 699 members 
Entering Unmasked Estep 
Score: -79394.218750 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -79394.22 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -79748.585938 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -79748.59 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -79807.226562 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -79807.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -79855.773438 Penalty: 654.007996
	Iteration 3F: 3 clusters Score -79855.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -79903.398438 Penalty: 654.007996
	Iteration 4F: 3 clusters Score -79903.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -79946.406250 Penalty: 654.007996
	Iteration 5Q: 3 clusters Score -79946.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -79991.265625 Penalty: 654.007996
	Iteration 6Q: 3 clusters Score -79991.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -80023.296875 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -80023.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -80050.039062 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -80050.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -80072.046875 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -80072.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -80093.640625 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -80093.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -80109.734375 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -80109.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -80118.335938 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -80118.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -80126.468750 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -80126.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -80130.312500 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -80130.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -80131.687500 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -80131.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -80135.171875 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -80135.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -80137.523438 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -80137.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -80139.820312 Penalty: 654.007996
	Iteration 18Q: 3 clusters Score -80139.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -80139.820312 Penalty: 654.007996
	Iteration 19F: 3 clusters Score -80139.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (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: -17087.566406 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -17087.57 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 184 members 
Entering Unmasked Estep 
Score: -16705.181641 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -16705.18 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16835.996094 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -16836 nChanged 34
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: -16891.615234 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -16891.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16934.224609 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -16934.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16953.154297 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -16953.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16959.447266 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -16959.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16964.806641 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -16964.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16965.996094 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -16966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16965.996094 Penalty: 529.357117
	Iteration 8F: 3 clusters Score -16966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -18712.335938 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -18712.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18407.525391 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -18407.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18505.193359 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -18505.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18524.751953 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -18524.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18533.894531 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -18533.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18536.822266 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -18536.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18539.847656 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -18539.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18540.423828 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -18540.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18540.423828 Penalty: 498.738159
	Iteration 7F: 3 clusters Score -18540.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5442.139648 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5442.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5239.709961 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5239.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5311.200684 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5311.201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5332.360840 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5332.361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5339.691406 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5339.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5341.907715 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5341.908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5342.583496 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5342.583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5342.583496 Penalty: 432.576691
	Iteration 6F: 3 clusters Score -5342.583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -10823.350586 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -10823.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10557.733398 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -10557.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10613.025391 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -10613.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10649.853516 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -10649.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10682.377930 Penalty: 467.891388
	Iteration 3F: 3 clusters Score -10682.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10688.863281 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -10688.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10694.779297 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -10694.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10694.779297 Penalty: 467.891388
	Iteration 6F: 3 clusters Score -10694.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7825.686523 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7825.687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7565.623047 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7565.623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7619.146973 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7619.147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7630.751465 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -7630.751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7636.370117 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7636.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7642.480957 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -7642.481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7643.440430 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -7643.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7645.889648 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -7645.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7648.137695 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -7648.138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7651.207031 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -7651.207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7655.760742 Penalty: 460.118378
	Iteration 9Q: 3 clusters Score -7655.761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7659.314453 Penalty: 460.118378
	Iteration 10Q: 3 clusters Score -7659.314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7659.314453 Penalty: 460.118378
	Iteration 11F: 3 clusters Score -7659.314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8838.536133 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8838.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8594.197266 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -8594.197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8634.169922 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8634.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8651.684570 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8651.685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8659.742188 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8659.742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8660.347656 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8660.348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8660.347656 Penalty: 447.051605
	Iteration 5F: 3 clusters Score -8660.348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -12828.036133 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -12828.04 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 93 members 
Entering Unmasked Estep 
Score: -12554.750977 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -12554.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12648.126953 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -12648.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12678.307617 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -12678.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12687.386719 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -12687.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12694.197266 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -12694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12698.550781 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -12698.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12702.602539 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -12702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -12708.522461 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -12708.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -12708.522461 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -12708.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -14781.564453 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -14781.56 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 137 members 
Entering Unmasked Estep 
Score: -14441.908203 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -14441.91 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14633.351562 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -14633.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14687.302734 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -14687.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14703.751953 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -14703.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14722.922852 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -14722.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14730.515625 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -14730.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14732.802734 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -14732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14735.132812 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -14735.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14735.905273 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -14735.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14735.905273 Penalty: 513.413574
	Iteration 9F: 3 clusters Score -14735.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -11758.130859 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -11758.13 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 91 members 
Entering Unmasked Estep 
Score: -11479.011719 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -11479.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11548.267578 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -11548.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11568.409180 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -11568.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11574.137695 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -11574.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11574.825195 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -11574.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11574.825195 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -11574.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -19577.912109 Penalty: 287.101288
	Iteration 0F: 2 clusters Score -19577.91 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 269 members 
Entering Unmasked Estep 
Score: -19048.332031 Penalty: 574.202576
	Iteration 0F: 3 clusters Score -19048.33 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19209.648438 Penalty: 574.202576
	Iteration 1F: 3 clusters Score -19209.65 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19271.658203 Penalty: 574.202576
	Iteration 2F: 3 clusters Score -19271.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19312.005859 Penalty: 574.202576
	Iteration 3F: 3 clusters Score -19312.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19353.279297 Penalty: 574.202576
	Iteration 4F: 3 clusters Score -19353.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -19373.720703 Penalty: 574.202576
	Iteration 5Q: 3 clusters Score -19373.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19385.873047 Penalty: 574.202576
	Iteration 6Q: 3 clusters Score -19385.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19391.076172 Penalty: 574.202576
	Iteration 7Q: 3 clusters Score -19391.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19394.306641 Penalty: 574.202576
	Iteration 8Q: 3 clusters Score -19394.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19395.617188 Penalty: 574.202576
	Iteration 9Q: 3 clusters Score -19395.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19396.011719 Penalty: 574.202576
	Iteration 10Q: 3 clusters Score -19396.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19397.240234 Penalty: 574.202576
	Iteration 11Q: 3 clusters Score -19397.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -19399.216797 Penalty: 574.202576
	Iteration 12Q: 3 clusters Score -19399.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19399.404297 Penalty: 574.202576
	Iteration 13Q: 3 clusters Score -19399.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -19399.404297 Penalty: 574.202576
	Iteration 14F: 3 clusters Score -19399.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -37613.312500 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -37613.31 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 301 members 
Entering Unmasked Estep 
Score: -37058.601562 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -37058.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37212.511719 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -37212.51 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37262.320312 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -37262.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -37285.746094 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -37285.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -37302.007812 Penalty: 580.591187
	Iteration 4Q: 3 clusters Score -37302.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37318.425781 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -37318.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37351.156250 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -37351.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37375.796875 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -37375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37391.433594 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -37391.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37404.593750 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -37404.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37414.839844 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -37414.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37420.390625 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -37420.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37424.355469 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -37424.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37426.519531 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -37426.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37427.363281 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -37427.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37428.582031 Penalty: 580.591187
	Iteration 15Q: 3 clusters Score -37428.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37429.066406 Penalty: 580.591187
	Iteration 16Q: 3 clusters Score -37429.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37429.421875 Penalty: 580.591187
	Iteration 17Q: 3 clusters Score -37429.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37429.421875 Penalty: 580.591187
	Iteration 18F: 3 clusters Score -37429.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -53078.828125 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -53078.83 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 377 members 
Entering Unmasked Estep 
Score: -52439.058594 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -52439.06 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -52601.539062 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -52601.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52646.656250 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -52646.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52680.664062 Penalty: 604.347534
	Iteration 3Q: 3 clusters Score -52680.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52730.781250 Penalty: 604.347534
	Iteration 4Q: 3 clusters Score -52730.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52812.304688 Penalty: 604.347534
	Iteration 5F: 3 clusters Score -52812.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52928.367188 Penalty: 604.347534
	Iteration 6F: 3 clusters Score -52928.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52999.726562 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -52999.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53042.046875 Penalty: 604.347534
	Iteration 8F: 3 clusters Score -53042.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53093.480469 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -53093.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53137.218750 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -53137.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53172.421875 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -53172.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -53197.835938 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -53197.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53216.609375 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -53216.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53227.160156 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -53227.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53230.574219 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -53230.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53234.769531 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -53234.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53236.898438 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -53236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53238.304688 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -53238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53239.109375 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -53239.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53240.402344 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -53240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53241.648438 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -53241.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53242.273438 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -53242.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53242.273438 Penalty: 604.347534
	Iteration 23F: 3 clusters Score -53242.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 386 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 380 members 
Entering Unmasked Estep 
Score: -14139508.000000 Penalty: 62414.183594
Splitting cluster 95 changes total score from -14139614.000000 to -14139508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (33 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1382.990967 Penalty: 159.091095
	Iteration 0F: 2 clusters Score -1382.991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1358.562866 Penalty: 318.182190
	Iteration 0F: 3 clusters Score -1358.563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -3376.781250 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -3376.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3170.696533 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -3170.697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3290.713135 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -3290.713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3333.069336 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -3333.069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3395.997559 Penalty: 429.383392
	Iteration 3F: 3 clusters Score -3395.998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3406.728760 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -3406.729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3408.270508 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -3408.271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3422.041992 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -3422.042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3436.363037 Penalty: 429.383392
	Iteration 7Q: 3 clusters Score -3436.363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3446.720947 Penalty: 429.383392
	Iteration 8Q: 3 clusters Score -3446.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3446.720947 Penalty: 429.383392
	Iteration 9F: 3 clusters Score -3446.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 57 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 362 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 55 members 
Entering Unmasked Estep 
Score: -14139337.000000 Penalty: 62414.183594
Splitting cluster 97 changes total score from -14139614.000000 to -14139337.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 98 (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: -24997.492188 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -24997.49 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 161 members 
Entering Unmasked Estep 
Score: -24623.083984 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -24623.08 nChanged 102
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: -24710.716797 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -24710.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24742.726562 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -24742.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24763.900391 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -24763.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24778.021484 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -24778.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24787.121094 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -24787.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24794.523438 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -24794.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24798.550781 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -24798.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24800.445312 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -24800.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24800.445312 Penalty: 529.085876
	Iteration 9F: 3 clusters Score -24800.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -7812.773438 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -7812.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7591.294922 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -7591.295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7632.017090 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -7632.017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7655.959473 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -7655.959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7662.201660 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -7662.202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7664.885742 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -7664.886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7669.220703 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -7669.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7674.381836 Penalty: 434.132324
	Iteration 6Q: 3 clusters Score -7674.382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7674.381836 Penalty: 434.132324
	Iteration 7F: 3 clusters Score -7674.382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -5785.279785 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5785.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5565.963379 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -5565.963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5610.667969 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -5610.668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5624.729004 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -5624.729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5628.395996 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -5628.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5629.424805 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -5629.425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5629.424805 Penalty: 426.073944
	Iteration 5F: 3 clusters Score -5629.425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1326.918091 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1326.918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1197.291992 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1197.292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1226.039795 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1226.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9847.541016 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9847.541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9592.741211 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9592.741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9641.625000 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9641.625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9656.492188 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -9656.492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9675.323242 Penalty: 459.536926
	Iteration 3F: 3 clusters Score -9675.323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9678.472656 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9678.473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9678.472656 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -9678.473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -34016.156250 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -34016.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33602.167969 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -33602.17 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33881.128906 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -33881.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33939.886719 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -33939.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33961.957031 Penalty: 560.861633
	Iteration 3Q: 3 clusters Score -33961.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33965.199219 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -33965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -33965.343750 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -33965.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -33965.343750 Penalty: 560.861633
	Iteration 6F: 3 clusters Score -33965.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6158.720703 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6158.721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5969.839355 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -5969.839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6027.624023 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6027.624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6036.637695 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6036.638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6044.649414 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6044.649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6064.684082 Penalty: 446.380005
	Iteration 4F: 3 clusters Score -6064.684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6069.040039 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6069.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6075.481445 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -6075.481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6083.312012 Penalty: 446.380005
	Iteration 7Q: 3 clusters Score -6083.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6084.979004 Penalty: 446.380005
	Iteration 8Q: 3 clusters Score -6084.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6084.979004 Penalty: 446.380005
	Iteration 9F: 3 clusters Score -6084.979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2738.939453 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2738.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2586.102783 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2586.103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2639.656738 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2639.657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2658.508057 Penalty: 378.458374
	Iteration 2F: 3 clusters Score -2658.508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2678.988281 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -2678.988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (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: -20468.105469 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -20468.11 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 139 members 
Entering Unmasked Estep 
Score: -20110.568359 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -20110.57 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20215.179688 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -20215.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20256.814453 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -20256.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20302.224609 Penalty: 519.949707
	Iteration 3F: 3 clusters Score -20302.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20339.542969 Penalty: 519.949707
	Iteration 4F: 3 clusters Score -20339.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20356.974609 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -20356.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20371.076172 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -20371.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20372.478516 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -20372.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20375.927734 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -20375.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20376.763672 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -20376.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20377.093750 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -20377.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20377.093750 Penalty: 519.949707
	Iteration 11F: 3 clusters Score -20377.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (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: -16790.089844 Penalty: 268.069794
	Iteration 0F: 2 clusters Score -16790.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16398.740234 Penalty: 536.139587
	Iteration 0F: 3 clusters Score -16398.74 nChanged 118
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: -16515.955078 Penalty: 536.139587
	Iteration 1F: 3 clusters Score -16515.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16571.152344 Penalty: 536.139587
	Iteration 2F: 3 clusters Score -16571.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16649.224609 Penalty: 536.139587
	Iteration 3F: 3 clusters Score -16649.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16717.689453 Penalty: 536.139587
	Iteration 4F: 3 clusters Score -16717.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16775.988281 Penalty: 536.139587
	Iteration 5F: 3 clusters Score -16775.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16807.046875 Penalty: 536.139587
	Iteration 6Q: 3 clusters Score -16807.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16831.517578 Penalty: 536.139587
	Iteration 7Q: 3 clusters Score -16831.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16865.775391 Penalty: 536.139587
	Iteration 8Q: 3 clusters Score -16865.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16934.994141 Penalty: 536.139587
	Iteration 9Q: 3 clusters Score -16934.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16990.615234 Penalty: 536.139587
	Iteration 10Q: 3 clusters Score -16990.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17013.148438 Penalty: 536.139587
	Iteration 11Q: 3 clusters Score -17013.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17032.001953 Penalty: 536.139587
	Iteration 12Q: 3 clusters Score -17032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17061.642578 Penalty: 536.139587
	Iteration 13Q: 3 clusters Score -17061.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17102.562500 Penalty: 536.139587
	Iteration 14Q: 3 clusters Score -17102.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17154.787109 Penalty: 536.139587
	Iteration 15Q: 3 clusters Score -17154.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17172.724609 Penalty: 536.139587
	Iteration 16Q: 3 clusters Score -17172.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17186.833984 Penalty: 536.139587
	Iteration 17Q: 3 clusters Score -17186.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17194.009766 Penalty: 536.139587
	Iteration 18Q: 3 clusters Score -17194.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17196.447266 Penalty: 536.139587
	Iteration 19Q: 3 clusters Score -17196.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17197.593750 Penalty: 536.139587
	Iteration 20F: 3 clusters Score -17197.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17198.859375 Penalty: 536.139587
	Iteration 21Q: 3 clusters Score -17198.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17198.859375 Penalty: 536.139587
	Iteration 22F: 3 clusters Score -17198.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 273 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Mstep: Class 111 contains 89 members 
Entering Unmasked Estep 
Score: -14139730.000000 Penalty: 62414.183594
Splitting cluster 107 changes total score from -14139614.000000 to -14139730.000000
So it's getting split into cluster 111.
Entering ConstructFrom: 
Trying to split cluster 108 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -25146.246094 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -25146.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24725.564453 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -24725.56 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24842.230469 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -24842.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24888.005859 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -24888.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24904.083984 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -24904.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24915.564453 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -24915.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24924.564453 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -24924.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24937.224609 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -24937.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24945.892578 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -24945.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24949.451172 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -24949.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24955.263672 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -24955.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24971.849609 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -24971.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24993.765625 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -24993.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25007.429688 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -25007.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25026.087891 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -25026.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25054.123047 Penalty: 542.451477
	Iteration 14Q: 3 clusters Score -25054.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25085.267578 Penalty: 542.451477
	Iteration 15Q: 3 clusters Score -25085.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25109.835938 Penalty: 542.451477
	Iteration 16Q: 3 clusters Score -25109.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25116.351562 Penalty: 542.451477
	Iteration 17Q: 3 clusters Score -25116.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25129.318359 Penalty: 542.451477
	Iteration 18Q: 3 clusters Score -25129.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25135.330078 Penalty: 542.451477
	Iteration 19Q: 3 clusters Score -25135.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25138.585938 Penalty: 542.451477
	Iteration 20F: 3 clusters Score -25138.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25140.072266 Penalty: 542.451477
	Iteration 21Q: 3 clusters Score -25140.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25140.072266 Penalty: 542.451477
	Iteration 22F: 3 clusters Score -25140.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -21005.519531 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -21005.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20670.058594 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -20670.06 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20737.964844 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -20737.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20755.328125 Penalty: 511.456482
	Iteration 2Q: 3 clusters Score -20755.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20761.875000 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -20761.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20766.242188 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -20766.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20766.498047 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -20766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20767.150391 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -20767.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20767.150391 Penalty: 511.456482
	Iteration 7F: 3 clusters Score -20767.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -10151.770508 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -10151.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9872.248047 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -9872.248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10038.984375 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -10038.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10074.725586 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -10074.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10103.476562 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -10103.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10126.816406 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -10126.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10138.428711 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -10138.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10145.275391 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -10145.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10148.073242 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -10148.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10149.367188 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -10149.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10149.367188 Penalty: 500.242279
	Iteration 9F: 3 clusters Score -10149.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 273 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139756.000000 Penalty: 62414.183594
Iteration 241F: 112 clusters Score -1.413976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 282 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 232 members 
Mstep: Class 111 contains 92 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139778.000000 Penalty: 62414.183594
Iteration 242Q: 112 clusters Score -1.413978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 225 members 
Mstep: Class 111 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139800.000000 Penalty: 62414.183594
Iteration 243Q: 112 clusters Score -1.41398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 220 members 
Mstep: Class 111 contains 100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139804.000000 Penalty: 62414.183594
Iteration 244Q: 112 clusters Score -1.41398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 287 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139802.000000 Penalty: 62414.183594
Iteration 245Q: 112 clusters Score -1.41398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139806.000000 Penalty: 62414.183594
Iteration 246Q: 112 clusters Score -1.413981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 218 members 
Mstep: Class 111 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139806.000000 Penalty: 62414.183594
Iteration 247F: 112 clusters Score -1.413981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 217 members 
Mstep: Class 111 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139806.000000 Penalty: 62414.183594
Iteration 248Q: 112 clusters Score -1.413981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 216 members 
Mstep: Class 111 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139808.000000 Penalty: 62414.183594
Iteration 249Q: 112 clusters Score -1.413981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 215 members 
Mstep: Class 111 contains 105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139812.000000 Penalty: 62414.183594
Iteration 250Q: 112 clusters Score -1.413981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 214 members 
Mstep: Class 111 contains 106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139816.000000 Penalty: 62414.183594
Iteration 251Q: 112 clusters Score -1.413982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 213 members 
Mstep: Class 111 contains 107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139820.000000 Penalty: 62414.183594
Iteration 252Q: 112 clusters Score -1.413982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 212 members 
Mstep: Class 111 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139826.000000 Penalty: 62414.183594
Iteration 253Q: 112 clusters Score -1.413983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 212 members 
Mstep: Class 111 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139826.000000 Penalty: 62414.183594
Iteration 254F: 112 clusters Score -1.413983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 211 members 
Mstep: Class 111 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139828.000000 Penalty: 62414.183594
Iteration 255Q: 112 clusters Score -1.413983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139828.000000 Penalty: 62414.183594
Iteration 256Q: 112 clusters Score -1.413983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139828.000000 Penalty: 62414.183594
Iteration 257F: 112 clusters Score -1.413983e+07 nChanged 0
Entering ConstructFrom: 
Score: -14139828.000000 Penalty: 62414.183594
Entering ConstructFrom: 
Trying to split cluster 1 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -32683.804688 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -32683.8 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 302 members 
Entering Unmasked Estep 
Score: -32195.785156 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -32195.79 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32400.933594 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -32400.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -32461.414062 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -32461.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32494.615234 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -32494.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32536.330078 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -32536.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32566.523438 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -32566.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -32607.771484 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -32607.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32638.236328 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -32638.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32673.318359 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -32673.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32692.593750 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -32692.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32699.332031 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -32699.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32700.388672 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -32700.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32700.757812 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -32700.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32701.603516 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -32701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32702.416016 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -32702.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -32703.072266 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -32703.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -32703.072266 Penalty: 577.133057
	Iteration 16F: 3 clusters Score -32703.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 310 members 
Entering Unmasked Estep 
Score: -14139574.000000 Penalty: 62976.472656
Splitting cluster 1 changes total score from -14139828.000000 to -14139574.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -27309.089844 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -27309.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26850.541016 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -26850.54 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26960.654297 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -26960.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -26991.556641 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -26991.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27005.230469 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -27005.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27009.279297 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -27009.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27012.648438 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -27012.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27015.664062 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -27015.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27019.011719 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -27019.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27021.591797 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -27021.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27023.257812 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -27023.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27023.511719 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -27023.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27024.134766 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -27024.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27024.134766 Penalty: 555.536194
	Iteration 12F: 3 clusters Score -27024.13 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: -16149.354492 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -16149.35 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: -15804.321289 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -15804.32 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16023.749023 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -16023.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16083.455078 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -16083.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16099.347656 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -16099.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16107.002930 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -16107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16115.262695 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -16115.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16116.173828 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -16116.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -16118.269531 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -16118.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16118.977539 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -16118.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16118.977539 Penalty: 524.060059
	Iteration 9F: 3 clusters Score -16118.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2691.185059 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2691.185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2592.000977 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2592.001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2623.961182 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2623.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2627.697266 Penalty: 372.585358
	Iteration 2Q: 3 clusters Score -2627.697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2627.697266 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2627.697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -34931.003906 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -34931 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 286 members 
Entering Unmasked Estep 
Score: -34417.226562 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -34417.23 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34570.152344 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -34570.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34609.226562 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -34609.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34631.695312 Penalty: 576.166687
	Iteration 3Q: 3 clusters Score -34631.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34648.632812 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -34648.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34659.164062 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -34659.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34668.167969 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -34668.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34677.652344 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -34677.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34684.976562 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -34684.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34691.710938 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -34691.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34695.546875 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -34695.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34697.242188 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -34697.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34701.886719 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -34701.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -34704.847656 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -34704.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34705.605469 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -34705.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34705.804688 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -34705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34706.496094 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -34706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34706.785156 Penalty: 576.166687
	Iteration 17Q: 3 clusters Score -34706.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34706.785156 Penalty: 576.166687
	Iteration 18F: 3 clusters Score -34706.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -34500.472656 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -34500.47 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 266 members 
Entering Unmasked Estep 
Score: -33957.769531 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -33957.77 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34128.265625 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -34128.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34169.000000 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -34169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34194.660156 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -34194.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34212.761719 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -34212.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34226.140625 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -34226.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34228.113281 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -34228.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34230.062500 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -34230.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34230.816406 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -34230.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34231.535156 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -34231.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34233.125000 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -34233.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34233.125000 Penalty: 579.192322
	Iteration 11F: 3 clusters Score -34233.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5040.581543 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5040.582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4842.754395 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4842.754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4887.825684 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4887.826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4903.939941 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -4903.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4904.875488 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4904.875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4907.030273 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -4907.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4911.283691 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -4911.284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4911.283691 Penalty: 428.567261
	Iteration 6F: 3 clusters Score -4911.284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -40612.160156 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -40612.16 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 267 members 
Entering Unmasked Estep 
Score: -40095.550781 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -40095.55 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -40252.074219 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -40252.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40293.898438 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -40293.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -40313.738281 Penalty: 568.571899
	Iteration 3Q: 3 clusters Score -40313.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40326.976562 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -40326.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40343.621094 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -40343.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40362.484375 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -40362.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -40374.257812 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -40374.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40380.207031 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -40380.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40385.488281 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -40385.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40394.175781 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -40394.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40402.039062 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -40402.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40404.871094 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -40404.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40407.988281 Penalty: 568.571899
	Iteration 13Q: 3 clusters Score -40407.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40411.574219 Penalty: 568.571899
	Iteration 14Q: 3 clusters Score -40411.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40413.925781 Penalty: 568.571899
	Iteration 15Q: 3 clusters Score -40413.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40415.671875 Penalty: 568.571899
	Iteration 16Q: 3 clusters Score -40415.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40418.468750 Penalty: 568.571899
	Iteration 17Q: 3 clusters Score -40418.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40422.375000 Penalty: 568.571899
	Iteration 18Q: 3 clusters Score -40422.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40423.402344 Penalty: 568.571899
	Iteration 19Q: 3 clusters Score -40423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40423.402344 Penalty: 568.571899
	Iteration 20F: 3 clusters Score -40423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5999.482910 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5999.483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5777.025391 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5777.025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5829.478516 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5829.479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5848.126465 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5848.126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5854.307617 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5854.308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5866.112793 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5866.113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5876.241699 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -5876.242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5878.275391 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -5878.275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5878.275391 Penalty: 440.821045
	Iteration 7F: 3 clusters Score -5878.275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6543.109375 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6543.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6326.285156 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6326.285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6394.738770 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6394.739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6406.275879 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -6406.276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6133.487793 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6133.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5914.911621 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5914.912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5951.274902 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5951.275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5970.118164 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5970.118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5975.181152 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5975.181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5976.840820 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5976.841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5980.154785 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -5980.155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5981.146484 Penalty: 429.383392
	Iteration 6Q: 3 clusters Score -5981.146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5981.146484 Penalty: 429.383392
	Iteration 7F: 3 clusters Score -5981.146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (118927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Entering Unmasked Estep 
Score: -7364662.500000 Penalty: 531.725037
	Iteration 0F: 2 clusters Score -7364662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -7290675.000000 Penalty: 1063.450073
	Iteration 0F: 3 clusters Score -7290675 nChanged 58138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -7325079.500000 Penalty: 1063.450073
	Iteration 1F: 3 clusters Score -7325080 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -7326743.000000 Penalty: 1063.450073
	Iteration 2Q: 3 clusters Score -7326743 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -7329586.000000 Penalty: 1063.450073
	Iteration 3Q: 3 clusters Score -7329586 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -7334391.000000 Penalty: 1063.450073
	Iteration 4F: 3 clusters Score -7334391 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -7341868.000000 Penalty: 1063.450073
	Iteration 5F: 3 clusters Score -7341868 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -7350529.000000 Penalty: 1063.450073
	Iteration 6F: 3 clusters Score -7350529 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -7357540.500000 Penalty: 1063.450073
	Iteration 7F: 3 clusters Score -7357540 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 114231 members 
Entering Unmasked Estep 
Score: -7361674.000000 Penalty: 1063.450073
	Iteration 8F: 3 clusters Score -7361674 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -7363304.500000 Penalty: 1063.450073
	Iteration 9Q: 3 clusters Score -7363304 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 118189 members 
Entering Unmasked Estep 
Score: -7363922.500000 Penalty: 1063.450073
	Iteration 10Q: 3 clusters Score -7363922 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 118549 members 
Entering Unmasked Estep 
Score: -7364099.000000 Penalty: 1063.450073
	Iteration 11Q: 3 clusters Score -7364099 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -7364198.000000 Penalty: 1063.450073
	Iteration 12Q: 3 clusters Score -7364198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 118728 members 
Entering Unmasked Estep 
Score: -7364222.000000 Penalty: 1063.450073
	Iteration 13Q: 3 clusters Score -7364222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 118756 members 
Entering Unmasked Estep 
Score: -7364265.500000 Penalty: 1063.450073
	Iteration 14Q: 3 clusters Score -7364266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -7364281.500000 Penalty: 1063.450073
	Iteration 15Q: 3 clusters Score -7364282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 118780 members 
Entering Unmasked Estep 
Score: -7364299.000000 Penalty: 1063.450073
	Iteration 16Q: 3 clusters Score -7364299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 118785 members 
Entering Unmasked Estep 
Score: -7364313.000000 Penalty: 1063.450073
	Iteration 17Q: 3 clusters Score -7364313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118784 members 
Entering Unmasked Estep 
Score: -7364324.000000 Penalty: 1063.450073
	Iteration 18Q: 3 clusters Score -7364324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118776 members 
Entering Unmasked Estep 
Score: -7364341.500000 Penalty: 1063.450073
	Iteration 19Q: 3 clusters Score -7364342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118776 members 
Entering Unmasked Estep 
Score: -7364343.000000 Penalty: 1063.450073
	Iteration 20F: 3 clusters Score -7364343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118775 members 
Entering Unmasked Estep 
Score: -7364337.000000 Penalty: 1063.450073
	Iteration 21Q: 3 clusters Score -7364337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -7364340.000000 Penalty: 1063.450073
	Iteration 22Q: 3 clusters Score -7364340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -7364350.000000 Penalty: 1063.450073
	Iteration 23Q: 3 clusters Score -7364350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118768 members 
Entering Unmasked Estep 
Score: -7364347.500000 Penalty: 1063.450073
	Iteration 24Q: 3 clusters Score -7364348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 118767 members 
Entering Unmasked Estep 
Score: -7364345.000000 Penalty: 1063.450073
	Iteration 25Q: 3 clusters Score -7364345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 118767 members 
Entering Unmasked Estep 
Score: -7364345.000000 Penalty: 1063.450073
	Iteration 26F: 3 clusters Score -7364345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12414.582031 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12414.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12096.883789 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12096.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12159.291016 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12159.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12198.278320 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12198.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12212.476562 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -12212.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12218.011719 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12218.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12219.707031 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12219.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12221.915039 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -12221.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12227.883789 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -12227.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12229.492188 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -12229.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12233.102539 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -12233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12237.120117 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -12237.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12238.567383 Penalty: 497.976624
	Iteration 11Q: 3 clusters Score -12238.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12238.567383 Penalty: 497.976624
	Iteration 12F: 3 clusters Score -12238.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -17426.572266 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -17426.57 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 146 members 
Entering Unmasked Estep 
Score: -17095.837891 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -17095.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17228.599609 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -17228.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17309.097656 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -17309.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17388.230469 Penalty: 519.347046
	Iteration 3F: 3 clusters Score -17388.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17415.402344 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -17415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17428.554688 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -17428.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17433.021484 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -17433.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17440.191406 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -17440.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17443.701172 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -17443.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17451.289062 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -17451.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -17460.640625 Penalty: 519.347046
	Iteration 10Q: 3 clusters Score -17460.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17461.429688 Penalty: 519.347046
	Iteration 11Q: 3 clusters Score -17461.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17461.429688 Penalty: 519.347046
	Iteration 12F: 3 clusters Score -17461.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 84 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 217 members 
Entering Unmasked Estep 
Score: -14139564.000000 Penalty: 62976.472656
Splitting cluster 14 changes total score from -14139828.000000 to -14139564.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Entering Unmasked Estep 
Score: -1237869.125000 Penalty: 452.171753
	Iteration 0F: 2 clusters Score -1237869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1224088.125000 Penalty: 904.343506
	Iteration 0F: 3 clusters Score -1224088 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1230128.000000 Penalty: 904.343506
	Iteration 1F: 3 clusters Score -1230128 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1230710.750000 Penalty: 904.343506
	Iteration 2F: 3 clusters Score -1230711 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1231485.250000 Penalty: 904.343506
	Iteration 3F: 3 clusters Score -1231485 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1232514.125000 Penalty: 904.343506
	Iteration 4F: 3 clusters Score -1232514 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1233788.875000 Penalty: 904.343506
	Iteration 5F: 3 clusters Score -1233789 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1234879.125000 Penalty: 904.343506
	Iteration 6F: 3 clusters Score -1234879 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1235418.875000 Penalty: 904.343506
	Iteration 7Q: 3 clusters Score -1235419 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1235732.500000 Penalty: 904.343506
	Iteration 8Q: 3 clusters Score -1235732 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1235994.125000 Penalty: 904.343506
	Iteration 9Q: 3 clusters Score -1235994 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1236256.500000 Penalty: 904.343506
	Iteration 10Q: 3 clusters Score -1236256 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1236483.375000 Penalty: 904.343506
	Iteration 11Q: 3 clusters Score -1236483 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1236655.000000 Penalty: 904.343506
	Iteration 12Q: 3 clusters Score -1236655 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1236771.750000 Penalty: 904.343506
	Iteration 13Q: 3 clusters Score -1236772 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1236862.375000 Penalty: 904.343506
	Iteration 14Q: 3 clusters Score -1236862 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1236933.750000 Penalty: 904.343506
	Iteration 15Q: 3 clusters Score -1236934 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1237002.625000 Penalty: 904.343506
	Iteration 16Q: 3 clusters Score -1237003 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1237066.750000 Penalty: 904.343506
	Iteration 17Q: 3 clusters Score -1237067 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1237127.250000 Penalty: 904.343506
	Iteration 18Q: 3 clusters Score -1237127 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1237200.750000 Penalty: 904.343506
	Iteration 19Q: 3 clusters Score -1237201 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1237273.250000 Penalty: 904.343506
	Iteration 20F: 3 clusters Score -1237273 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1237341.375000 Penalty: 904.343506
	Iteration 21Q: 3 clusters Score -1237341 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1237392.625000 Penalty: 904.343506
	Iteration 22Q: 3 clusters Score -1237393 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1237431.375000 Penalty: 904.343506
	Iteration 23Q: 3 clusters Score -1237431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1237458.250000 Penalty: 904.343506
	Iteration 24Q: 3 clusters Score -1237458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1237478.375000 Penalty: 904.343506
	Iteration 25Q: 3 clusters Score -1237478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1237494.500000 Penalty: 904.343506
	Iteration 26Q: 3 clusters Score -1237494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1237509.500000 Penalty: 904.343506
	Iteration 27Q: 3 clusters Score -1237510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1237515.375000 Penalty: 904.343506
	Iteration 28Q: 3 clusters Score -1237515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1237522.250000 Penalty: 904.343506
	Iteration 29Q: 3 clusters Score -1237522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1237531.625000 Penalty: 904.343506
	Iteration 30Q: 3 clusters Score -1237532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1237540.375000 Penalty: 904.343506
	Iteration 31Q: 3 clusters Score -1237540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1237550.000000 Penalty: 904.343506
	Iteration 32Q: 3 clusters Score -1237550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1237559.250000 Penalty: 904.343506
	Iteration 33Q: 3 clusters Score -1237559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1237562.625000 Penalty: 904.343506
	Iteration 34Q: 3 clusters Score -1237563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1237568.750000 Penalty: 904.343506
	Iteration 35Q: 3 clusters Score -1237569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1237572.625000 Penalty: 904.343506
	Iteration 36Q: 3 clusters Score -1237573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1237576.250000 Penalty: 904.343506
	Iteration 37Q: 3 clusters Score -1237576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1237579.875000 Penalty: 904.343506
	Iteration 38Q: 3 clusters Score -1237580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1237584.500000 Penalty: 904.343506
	Iteration 39Q: 3 clusters Score -1237584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1237586.500000 Penalty: 904.343506
	Iteration 40F: 3 clusters Score -1237586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1237590.875000 Penalty: 904.343506
	Iteration 41Q: 3 clusters Score -1237591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1237592.125000 Penalty: 904.343506
	Iteration 42Q: 3 clusters Score -1237592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1237594.625000 Penalty: 904.343506
	Iteration 43Q: 3 clusters Score -1237595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1237596.000000 Penalty: 904.343506
	Iteration 44Q: 3 clusters Score -1237596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1237597.500000 Penalty: 904.343506
	Iteration 45Q: 3 clusters Score -1237598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1237599.125000 Penalty: 904.343506
	Iteration 46Q: 3 clusters Score -1237599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1237600.875000 Penalty: 904.343506
	Iteration 47Q: 3 clusters Score -1237601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1237606.625000 Penalty: 904.343506
	Iteration 48Q: 3 clusters Score -1237607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1237609.500000 Penalty: 904.343506
	Iteration 49Q: 3 clusters Score -1237610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1237610.250000 Penalty: 904.343506
	Iteration 50Q: 3 clusters Score -1237610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1237610.875000 Penalty: 904.343506
	Iteration 51Q: 3 clusters Score -1237611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1237615.125000 Penalty: 904.343506
	Iteration 52Q: 3 clusters Score -1237615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1237616.625000 Penalty: 904.343506
	Iteration 53Q: 3 clusters Score -1237617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1237617.250000 Penalty: 904.343506
	Iteration 54Q: 3 clusters Score -1237617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1237616.750000 Penalty: 904.343506
	Iteration 55Q: 3 clusters Score -1237617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1237617.250000 Penalty: 904.343506
	Iteration 56Q: 3 clusters Score -1237617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1237618.750000 Penalty: 904.343506
	Iteration 57Q: 3 clusters Score -1237619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1237618.250000 Penalty: 904.343506
	Iteration 58Q: 3 clusters Score -1237618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1237619.000000 Penalty: 904.343506
	Iteration 59Q: 3 clusters Score -1237619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1237617.375000 Penalty: 904.343506
	Iteration 60F: 3 clusters Score -1237617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1237617.500000 Penalty: 904.343506
	Iteration 61Q: 3 clusters Score -1237618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1237617.500000 Penalty: 904.343506
	Iteration 62Q: 3 clusters Score -1237618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1237618.875000 Penalty: 904.343506
	Iteration 63Q: 3 clusters Score -1237619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1237618.750000 Penalty: 904.343506
	Iteration 64Q: 3 clusters Score -1237619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1237618.375000 Penalty: 904.343506
	Iteration 65Q: 3 clusters Score -1237618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1237618.375000 Penalty: 904.343506
	Iteration 66F: 3 clusters Score -1237618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6570.167969 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6570.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6378.518066 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6378.518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6421.862793 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6421.863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6449.549316 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -6449.549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6469.694336 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6469.694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6490.482910 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6490.483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6498.580566 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6498.581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6498.580566 Penalty: 454.129395
	Iteration 6F: 3 clusters Score -6498.581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -20502.689453 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -20502.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20041.919922 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -20041.92 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20200.205078 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -20200.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20244.009766 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -20244.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20267.808594 Penalty: 557.146851
	Iteration 3Q: 3 clusters Score -20267.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20277.242188 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -20277.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20278.964844 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -20278.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20279.453125 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -20279.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20280.015625 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -20280.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20280.015625 Penalty: 557.146851
	Iteration 8F: 3 clusters Score -20280.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -19606.146484 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -19606.15 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 136 members 
Entering Unmasked Estep 
Score: -19255.576172 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -19255.58 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19353.099609 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -19353.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19393.214844 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -19393.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19430.062500 Penalty: 516.272400
	Iteration 3F: 3 clusters Score -19430.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19455.255859 Penalty: 516.272400
	Iteration 4F: 3 clusters Score -19455.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19473.539062 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -19473.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19498.152344 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -19498.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19509.933594 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -19509.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -19519.841797 Penalty: 516.272400
	Iteration 8Q: 3 clusters Score -19519.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -19520.824219 Penalty: 516.272400
	Iteration 9Q: 3 clusters Score -19520.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -19520.824219 Penalty: 516.272400
	Iteration 10F: 3 clusters Score -19520.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -34641.152344 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -34641.15 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 261 members 
Entering Unmasked Estep 
Score: -34114.394531 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -34114.39 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34256.085938 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -34256.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34312.277344 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -34312.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34339.167969 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -34339.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34355.542969 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -34355.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34364.234375 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -34364.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34367.898438 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -34367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34369.199219 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -34369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34370.824219 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -34370.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34372.671875 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -34372.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34373.500000 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -34373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34373.750000 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -34373.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34373.750000 Penalty: 577.133057
	Iteration 12F: 3 clusters Score -34373.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -39516.750000 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -39516.75 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 278 members 
Entering Unmasked Estep 
Score: -38984.144531 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -38984.14 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39149.574219 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -39149.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39266.304688 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -39266.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39345.761719 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -39345.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39379.769531 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -39379.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39401.195312 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -39401.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39410.812500 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -39410.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39417.828125 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -39417.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39424.687500 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -39424.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39432.042969 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -39432.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39436.406250 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -39436.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39442.000000 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -39442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39444.632812 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -39444.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39446.023438 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -39446.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39446.023438 Penalty: 576.166687
	Iteration 14F: 3 clusters Score -39446.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -484527.156250 Penalty: 412.802002
	Iteration 0F: 2 clusters Score -484527.2 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 4289 members 
Entering Unmasked Estep 
Score: -478706.687500 Penalty: 825.604004
	Iteration 0F: 3 clusters Score -478706.7 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -481026.625000 Penalty: 825.604004
	Iteration 1F: 3 clusters Score -481026.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -481198.593750 Penalty: 825.604004
	Iteration 2Q: 3 clusters Score -481198.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -481446.312500 Penalty: 825.604004
	Iteration 3F: 3 clusters Score -481446.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -481770.937500 Penalty: 825.604004
	Iteration 4F: 3 clusters Score -481770.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -482151.000000 Penalty: 825.604004
	Iteration 5F: 3 clusters Score -482151 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -482537.562500 Penalty: 825.604004
	Iteration 6F: 3 clusters Score -482537.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -482947.062500 Penalty: 825.604004
	Iteration 7F: 3 clusters Score -482947.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -483293.906250 Penalty: 825.604004
	Iteration 8F: 3 clusters Score -483293.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -483627.375000 Penalty: 825.604004
	Iteration 9Q: 3 clusters Score -483627.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -483937.906250 Penalty: 825.604004
	Iteration 10Q: 3 clusters Score -483937.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -484113.406250 Penalty: 825.604004
	Iteration 11Q: 3 clusters Score -484113.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -484208.781250 Penalty: 825.604004
	Iteration 12Q: 3 clusters Score -484208.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -484268.500000 Penalty: 825.604004
	Iteration 13Q: 3 clusters Score -484268.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -484294.093750 Penalty: 825.604004
	Iteration 14Q: 3 clusters Score -484294.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -484313.375000 Penalty: 825.604004
	Iteration 15Q: 3 clusters Score -484313.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -484324.312500 Penalty: 825.604004
	Iteration 16Q: 3 clusters Score -484324.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -484331.093750 Penalty: 825.604004
	Iteration 17Q: 3 clusters Score -484331.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -484336.062500 Penalty: 825.604004
	Iteration 18Q: 3 clusters Score -484336.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -484338.187500 Penalty: 825.604004
	Iteration 19Q: 3 clusters Score -484338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -484339.125000 Penalty: 825.604004
	Iteration 20F: 3 clusters Score -484339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -484341.687500 Penalty: 825.604004
	Iteration 21Q: 3 clusters Score -484341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -484343.843750 Penalty: 825.604004
	Iteration 22Q: 3 clusters Score -484343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -484344.375000 Penalty: 825.604004
	Iteration 23Q: 3 clusters Score -484344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -484344.156250 Penalty: 825.604004
	Iteration 24Q: 3 clusters Score -484344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -484344.156250 Penalty: 825.604004
	Iteration 25F: 3 clusters Score -484344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -64852.269531 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -64852.27 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 533 members 
Entering Unmasked Estep 
Score: -63984.296875 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -63984.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -64253.523438 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -64253.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64321.714844 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -64321.71 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64364.207031 Penalty: 636.364380
	Iteration 3F: 3 clusters Score -64364.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64392.285156 Penalty: 636.364380
	Iteration 4Q: 3 clusters Score -64392.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64423.148438 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -64423.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64448.765625 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -64448.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64462.875000 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -64462.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64473.460938 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -64473.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64491.207031 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -64491.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64508.312500 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -64508.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64515.234375 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -64515.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64527.003906 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -64527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64534.097656 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -64534.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64536.566406 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -64536.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64539.414062 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -64539.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64546.601562 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -64546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64550.226562 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -64550.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64553.789062 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -64553.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64561.078125 Penalty: 636.364380
	Iteration 19Q: 3 clusters Score -64561.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64570.496094 Penalty: 636.364380
	Iteration 20F: 3 clusters Score -64570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64573.414062 Penalty: 636.364380
	Iteration 21Q: 3 clusters Score -64573.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64575.695312 Penalty: 636.364380
	Iteration 22Q: 3 clusters Score -64575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64576.679688 Penalty: 636.364380
	Iteration 23Q: 3 clusters Score -64576.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64576.679688 Penalty: 636.364380
	Iteration 24F: 3 clusters Score -64576.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Entering Unmasked Estep 
Score: -1593.421021 Penalty: 170.063965
	Iteration 0F: 2 clusters Score -1593.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1475.051880 Penalty: 340.127930
	Iteration 0F: 3 clusters Score -1475.052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1499.426392 Penalty: 340.127930
	Iteration 1F: 3 clusters Score -1499.426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5572.036621 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5572.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5408.222168 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5408.222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5505.104004 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5505.104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -5522.465820 Penalty: 427.743713
	Iteration 2Q: 3 clusters Score -5522.466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5523.622559 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5523.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5523.622559 Penalty: 427.743713
	Iteration 4F: 3 clusters Score -5523.623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35731.320312 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35731.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35202.394531 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -35202.39 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35385.683594 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -35385.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35435.765625 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35435.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35448.164062 Penalty: 578.878540
	Iteration 3Q: 3 clusters Score -35448.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35456.554688 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -35456.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35463.238281 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35463.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35467.066406 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35467.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35469.109375 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35469.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35470.570312 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35470.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35472.277344 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35472.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35474.394531 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -35474.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35476.054688 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -35476.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35477.460938 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -35477.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35478.023438 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -35478.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35478.945312 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -35478.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35481.144531 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -35481.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35488.121094 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -35488.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35497.789062 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -35497.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35504.316406 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -35504.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35508.761719 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -35508.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35512.628906 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -35512.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35516.347656 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -35516.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35519.691406 Penalty: 578.878540
	Iteration 22Q: 3 clusters Score -35519.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35522.011719 Penalty: 578.878540
	Iteration 23Q: 3 clusters Score -35522.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35522.433594 Penalty: 578.878540
	Iteration 24Q: 3 clusters Score -35522.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35523.050781 Penalty: 578.878540
	Iteration 25Q: 3 clusters Score -35523.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35523.050781 Penalty: 578.878540
	Iteration 26F: 3 clusters Score -35523.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -26731.390625 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -26731.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26258.070312 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -26258.07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26495.761719 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -26495.76 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26625.906250 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -26625.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -26710.419922 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -26710.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26752.599609 Penalty: 567.687561
	Iteration 4F: 3 clusters Score -26752.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -26785.451172 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -26785.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26818.003906 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -26818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -26829.546875 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -26829.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26836.982422 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -26836.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26841.964844 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -26841.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26843.613281 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -26843.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26845.578125 Penalty: 567.687561
	Iteration 11Q: 3 clusters Score -26845.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26853.365234 Penalty: 567.687561
	Iteration 12Q: 3 clusters Score -26853.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26868.365234 Penalty: 567.687561
	Iteration 13Q: 3 clusters Score -26868.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -26875.072266 Penalty: 567.687561
	Iteration 14Q: 3 clusters Score -26875.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -26877.449219 Penalty: 567.687561
	Iteration 15Q: 3 clusters Score -26877.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26881.466797 Penalty: 567.687561
	Iteration 16Q: 3 clusters Score -26881.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26891.937500 Penalty: 567.687561
	Iteration 17Q: 3 clusters Score -26891.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26894.208984 Penalty: 567.687561
	Iteration 18Q: 3 clusters Score -26894.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26894.208984 Penalty: 567.687561
	Iteration 19F: 3 clusters Score -26894.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 133 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 379 members 
Entering Unmasked Estep 
Score: -14139712.000000 Penalty: 62976.472656
Splitting cluster 26 changes total score from -14139828.000000 to -14139712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -167132.546875 Penalty: 346.226166
	Iteration 0F: 2 clusters Score -167132.5 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 1016 members 
Entering Unmasked Estep 
Score: -165699.984375 Penalty: 692.452332
	Iteration 0F: 3 clusters Score -165700 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -166152.578125 Penalty: 692.452332
	Iteration 1F: 3 clusters Score -166152.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -166207.109375 Penalty: 692.452332
	Iteration 2F: 3 clusters Score -166207.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -166262.609375 Penalty: 692.452332
	Iteration 3Q: 3 clusters Score -166262.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -166316.937500 Penalty: 692.452332
	Iteration 4Q: 3 clusters Score -166316.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -166379.359375 Penalty: 692.452332
	Iteration 5Q: 3 clusters Score -166379.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -166438.437500 Penalty: 692.452332
	Iteration 6Q: 3 clusters Score -166438.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -166506.234375 Penalty: 692.452332
	Iteration 7Q: 3 clusters Score -166506.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -166584.187500 Penalty: 692.452332
	Iteration 8Q: 3 clusters Score -166584.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -166660.562500 Penalty: 692.452332
	Iteration 9Q: 3 clusters Score -166660.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -166703.328125 Penalty: 692.452332
	Iteration 10Q: 3 clusters Score -166703.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -166727.578125 Penalty: 692.452332
	Iteration 11Q: 3 clusters Score -166727.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -166752.171875 Penalty: 692.452332
	Iteration 12Q: 3 clusters Score -166752.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -166768.000000 Penalty: 692.452332
	Iteration 13Q: 3 clusters Score -166768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -166778.718750 Penalty: 692.452332
	Iteration 14Q: 3 clusters Score -166778.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -166790.140625 Penalty: 692.452332
	Iteration 15Q: 3 clusters Score -166790.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -166798.828125 Penalty: 692.452332
	Iteration 16Q: 3 clusters Score -166798.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -166802.500000 Penalty: 692.452332
	Iteration 17Q: 3 clusters Score -166802.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -166803.906250 Penalty: 692.452332
	Iteration 18Q: 3 clusters Score -166803.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -166805.281250 Penalty: 692.452332
	Iteration 19Q: 3 clusters Score -166805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -166806.703125 Penalty: 692.452332
	Iteration 20F: 3 clusters Score -166806.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -166808.671875 Penalty: 692.452332
	Iteration 21Q: 3 clusters Score -166808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -166811.140625 Penalty: 692.452332
	Iteration 22Q: 3 clusters Score -166811.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -166813.406250 Penalty: 692.452332
	Iteration 23Q: 3 clusters Score -166813.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -166815.046875 Penalty: 692.452332
	Iteration 24Q: 3 clusters Score -166815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -166816.437500 Penalty: 692.452332
	Iteration 25Q: 3 clusters Score -166816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -166817.468750 Penalty: 692.452332
	Iteration 26Q: 3 clusters Score -166817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -166818.640625 Penalty: 692.452332
	Iteration 27Q: 3 clusters Score -166818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -166820.703125 Penalty: 692.452332
	Iteration 28Q: 3 clusters Score -166820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -166821.625000 Penalty: 692.452332
	Iteration 29Q: 3 clusters Score -166821.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -166821.968750 Penalty: 692.452332
	Iteration 30Q: 3 clusters Score -166822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -166822.500000 Penalty: 692.452332
	Iteration 31Q: 3 clusters Score -166822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -166823.109375 Penalty: 692.452332
	Iteration 32Q: 3 clusters Score -166823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -166823.312500 Penalty: 692.452332
	Iteration 33Q: 3 clusters Score -166823.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -166823.312500 Penalty: 692.452332
	Iteration 34F: 3 clusters Score -166823.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -102756.734375 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -102756.7 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 822 members 
Entering Unmasked Estep 
Score: -101536.289062 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -101536.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -101889.734375 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -101889.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -101947.382812 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -101947.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -102001.437500 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -102001.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -102055.296875 Penalty: 676.086365
	Iteration 4Q: 3 clusters Score -102055.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -102115.703125 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -102115.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -102173.929688 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -102173.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -102229.179688 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -102229.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -102285.578125 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -102285.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102326.093750 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -102326.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -102342.609375 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -102342.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102350.617188 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -102350.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -102358.718750 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -102358.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102372.898438 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -102372.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102383.953125 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -102384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102399.421875 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -102399.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102414.757812 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -102414.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102427.929688 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -102427.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102443.929688 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -102443.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102452.812500 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -102452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -102461.250000 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -102461.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102470.492188 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -102470.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102475.335938 Penalty: 676.086365
	Iteration 22Q: 3 clusters Score -102475.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -102477.328125 Penalty: 676.086365
	Iteration 23Q: 3 clusters Score -102477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102478.531250 Penalty: 676.086365
	Iteration 24Q: 3 clusters Score -102478.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102478.531250 Penalty: 676.086365
	Iteration 25F: 3 clusters Score -102478.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -39925.503906 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -39925.5 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 364 members 
Entering Unmasked Estep 
Score: -39296.390625 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -39296.39 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39503.562500 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -39503.56 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39554.632812 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -39554.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -39601.292969 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -39601.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39647.242188 Penalty: 598.585388
	Iteration 4F: 3 clusters Score -39647.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39684.617188 Penalty: 598.585388
	Iteration 5F: 3 clusters Score -39684.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39723.421875 Penalty: 598.585388
	Iteration 6F: 3 clusters Score -39723.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39745.382812 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -39745.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39760.078125 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -39760.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39771.785156 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -39771.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39778.984375 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -39778.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -39788.847656 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -39788.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39801.945312 Penalty: 598.585388
	Iteration 12Q: 3 clusters Score -39801.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39813.445312 Penalty: 598.585388
	Iteration 13Q: 3 clusters Score -39813.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39816.828125 Penalty: 598.585388
	Iteration 14Q: 3 clusters Score -39816.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39821.226562 Penalty: 598.585388
	Iteration 15Q: 3 clusters Score -39821.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39823.621094 Penalty: 598.585388
	Iteration 16Q: 3 clusters Score -39823.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39824.269531 Penalty: 598.585388
	Iteration 17Q: 3 clusters Score -39824.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -39824.269531 Penalty: 598.585388
	Iteration 18F: 3 clusters Score -39824.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7314.608398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -7314.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7106.866699 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -7106.867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7151.605957 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -7151.606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7166.478027 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -7166.478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7167.635254 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -7167.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7170.831543 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -7170.832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7170.831543 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -7170.832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -1357484.500000 Penalty: 453.001648
	Iteration 0F: 2 clusters Score -1357484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1343429.500000 Penalty: 906.003296
	Iteration 0F: 3 clusters Score -1343430 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1350014.250000 Penalty: 906.003296
	Iteration 1F: 3 clusters Score -1350014 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1351095.375000 Penalty: 906.003296
	Iteration 2F: 3 clusters Score -1351095 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1352441.000000 Penalty: 906.003296
	Iteration 3F: 3 clusters Score -1352441 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1353883.250000 Penalty: 906.003296
	Iteration 4F: 3 clusters Score -1353883 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1354900.625000 Penalty: 906.003296
	Iteration 5F: 3 clusters Score -1354901 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1355344.250000 Penalty: 906.003296
	Iteration 6Q: 3 clusters Score -1355344 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1355584.375000 Penalty: 906.003296
	Iteration 7Q: 3 clusters Score -1355584 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1355725.750000 Penalty: 906.003296
	Iteration 8Q: 3 clusters Score -1355726 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1355876.125000 Penalty: 906.003296
	Iteration 9Q: 3 clusters Score -1355876 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1356037.000000 Penalty: 906.003296
	Iteration 10Q: 3 clusters Score -1356037 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1356155.125000 Penalty: 906.003296
	Iteration 11Q: 3 clusters Score -1356155 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1356258.625000 Penalty: 906.003296
	Iteration 12Q: 3 clusters Score -1356259 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1356342.375000 Penalty: 906.003296
	Iteration 13Q: 3 clusters Score -1356342 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1356425.250000 Penalty: 906.003296
	Iteration 14Q: 3 clusters Score -1356425 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1356487.500000 Penalty: 906.003296
	Iteration 15Q: 3 clusters Score -1356488 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1356552.875000 Penalty: 906.003296
	Iteration 16Q: 3 clusters Score -1356553 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1356593.625000 Penalty: 906.003296
	Iteration 17Q: 3 clusters Score -1356594 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1356630.875000 Penalty: 906.003296
	Iteration 18Q: 3 clusters Score -1356631 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1356677.250000 Penalty: 906.003296
	Iteration 19Q: 3 clusters Score -1356677 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1356712.750000 Penalty: 906.003296
	Iteration 20F: 3 clusters Score -1356713 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1356761.125000 Penalty: 906.003296
	Iteration 21Q: 3 clusters Score -1356761 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1356800.875000 Penalty: 906.003296
	Iteration 22Q: 3 clusters Score -1356801 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1356830.125000 Penalty: 906.003296
	Iteration 23Q: 3 clusters Score -1356830 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1356868.375000 Penalty: 906.003296
	Iteration 24Q: 3 clusters Score -1356868 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1356904.375000 Penalty: 906.003296
	Iteration 25Q: 3 clusters Score -1356904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1356928.000000 Penalty: 906.003296
	Iteration 26Q: 3 clusters Score -1356928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -1356955.750000 Penalty: 906.003296
	Iteration 27Q: 3 clusters Score -1356956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1356981.250000 Penalty: 906.003296
	Iteration 28Q: 3 clusters Score -1356981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -1357006.000000 Penalty: 906.003296
	Iteration 29Q: 3 clusters Score -1357006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -1357026.375000 Penalty: 906.003296
	Iteration 30Q: 3 clusters Score -1357026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1357036.500000 Penalty: 906.003296
	Iteration 31Q: 3 clusters Score -1357036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1357047.000000 Penalty: 906.003296
	Iteration 32Q: 3 clusters Score -1357047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -1357053.125000 Penalty: 906.003296
	Iteration 33Q: 3 clusters Score -1357053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1357067.250000 Penalty: 906.003296
	Iteration 34Q: 3 clusters Score -1357067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -1357074.375000 Penalty: 906.003296
	Iteration 35Q: 3 clusters Score -1357074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1357083.250000 Penalty: 906.003296
	Iteration 36Q: 3 clusters Score -1357083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1357091.125000 Penalty: 906.003296
	Iteration 37Q: 3 clusters Score -1357091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1357099.000000 Penalty: 906.003296
	Iteration 38Q: 3 clusters Score -1357099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1357106.625000 Penalty: 906.003296
	Iteration 39Q: 3 clusters Score -1357107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -1357112.625000 Penalty: 906.003296
	Iteration 40F: 3 clusters Score -1357113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1357117.500000 Penalty: 906.003296
	Iteration 41Q: 3 clusters Score -1357118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -1357125.625000 Penalty: 906.003296
	Iteration 42Q: 3 clusters Score -1357126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -1357132.875000 Penalty: 906.003296
	Iteration 43Q: 3 clusters Score -1357133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1357136.875000 Penalty: 906.003296
	Iteration 44Q: 3 clusters Score -1357137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1357145.750000 Penalty: 906.003296
	Iteration 45Q: 3 clusters Score -1357146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -1357149.000000 Penalty: 906.003296
	Iteration 46Q: 3 clusters Score -1357149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -1357154.000000 Penalty: 906.003296
	Iteration 47Q: 3 clusters Score -1357154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1357156.750000 Penalty: 906.003296
	Iteration 48Q: 3 clusters Score -1357157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -1357162.500000 Penalty: 906.003296
	Iteration 49Q: 3 clusters Score -1357162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -1357174.375000 Penalty: 906.003296
	Iteration 50Q: 3 clusters Score -1357174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1357182.500000 Penalty: 906.003296
	Iteration 51Q: 3 clusters Score -1357182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1357189.375000 Penalty: 906.003296
	Iteration 52Q: 3 clusters Score -1357189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1357191.000000 Penalty: 906.003296
	Iteration 53Q: 3 clusters Score -1357191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1357195.375000 Penalty: 906.003296
	Iteration 54Q: 3 clusters Score -1357195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -1357196.875000 Penalty: 906.003296
	Iteration 55Q: 3 clusters Score -1357197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1357199.750000 Penalty: 906.003296
	Iteration 56Q: 3 clusters Score -1357200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1357202.625000 Penalty: 906.003296
	Iteration 57Q: 3 clusters Score -1357203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -1357201.750000 Penalty: 906.003296
	Iteration 58Q: 3 clusters Score -1357202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -1357199.500000 Penalty: 906.003296
	Iteration 59Q: 3 clusters Score -1357200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1357200.375000 Penalty: 906.003296
	Iteration 60F: 3 clusters Score -1357200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1357202.000000 Penalty: 906.003296
	Iteration 61Q: 3 clusters Score -1357202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1357199.750000 Penalty: 906.003296
	Iteration 62Q: 3 clusters Score -1357200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1357199.750000 Penalty: 906.003296
	Iteration 63F: 3 clusters Score -1357200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -63534.550781 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -63534.55 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 594 members 
Entering Unmasked Estep 
Score: -62595.847656 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -62595.85 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -62916.148438 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -62916.15 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -62976.945312 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -62976.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -63029.308594 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -63029.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -63086.878906 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -63086.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -63142.621094 Penalty: 643.203674
	Iteration 5Q: 3 clusters Score -63142.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63186.136719 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -63186.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -63211.976562 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -63211.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63229.628906 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -63229.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -63243.246094 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -63243.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -63252.699219 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -63252.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -63264.054688 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -63264.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -63270.171875 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -63270.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63282.414062 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -63282.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -63296.140625 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -63296.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -63308.808594 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -63308.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63324.906250 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -63324.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63346.621094 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -63346.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -63365.339844 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -63365.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63383.003906 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -63383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63394.406250 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -63394.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63399.042969 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -63399.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63405.460938 Penalty: 643.203674
	Iteration 22Q: 3 clusters Score -63405.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63408.195312 Penalty: 643.203674
	Iteration 23Q: 3 clusters Score -63408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63408.933594 Penalty: 643.203674
	Iteration 24Q: 3 clusters Score -63408.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63411.949219 Penalty: 643.203674
	Iteration 25Q: 3 clusters Score -63411.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63415.332031 Penalty: 643.203674
	Iteration 26Q: 3 clusters Score -63415.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63417.175781 Penalty: 643.203674
	Iteration 27Q: 3 clusters Score -63417.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63418.597656 Penalty: 643.203674
	Iteration 28Q: 3 clusters Score -63418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63418.597656 Penalty: 643.203674
	Iteration 29F: 3 clusters Score -63418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -7174.112305 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -7174.112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6921.750488 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -6921.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7135.428223 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -7135.428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7333.753906 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -7333.754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7399.392090 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -7399.392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7447.541504 Penalty: 493.670471
	Iteration 4F: 3 clusters Score -7447.542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7483.923828 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -7483.924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7517.292480 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -7517.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7535.187500 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -7535.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7535.187500 Penalty: 493.670471
	Iteration 8F: 3 clusters Score -7535.188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Entering Unmasked Estep 
Score: -14139878.000000 Penalty: 62976.472656
Splitting cluster 33 changes total score from -14139828.000000 to -14139878.000000
So it's getting split into cluster 112.
Entering ConstructFrom: 
Trying to split cluster 34 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -107030.890625 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -107030.9 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 1017 members 
Entering Unmasked Estep 
Score: -105722.789062 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -105722.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -106371.109375 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -106371.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -106568.609375 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -106568.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -106708.000000 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -106708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -106837.046875 Penalty: 685.906128
	Iteration 4Q: 3 clusters Score -106837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -106925.210938 Penalty: 685.906128
	Iteration 5Q: 3 clusters Score -106925.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -106950.906250 Penalty: 685.906128
	Iteration 6Q: 3 clusters Score -106950.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -106974.328125 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -106974.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -106985.773438 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -106985.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -106990.601562 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -106990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -106993.062500 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -106993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -106993.671875 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -106993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -106995.296875 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -106995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -106996.023438 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -106996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -106996.445312 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -106996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -106997.898438 Penalty: 685.906128
	Iteration 15F: 3 clusters Score -106997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -106999.929688 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -106999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -106999.945312 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -106999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -107000.132812 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -107000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -107000.250000 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -107000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -107000.250000 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -107000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -28605.531250 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -28605.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28093.421875 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -28093.42 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28250.421875 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -28250.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28275.072266 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -28275.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28289.072266 Penalty: 571.003357
	Iteration 3Q: 3 clusters Score -28289.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28295.623047 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -28295.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28303.630859 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -28303.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28305.855469 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -28305.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28311.076172 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -28311.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28314.744141 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -28314.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28322.814453 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -28322.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28329.541016 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -28329.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -28339.011719 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -28339.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28350.207031 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -28350.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -28363.826172 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -28363.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28373.378906 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -28373.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -28381.013672 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -28381.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28386.113281 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -28386.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -28391.541016 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -28391.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -28394.630859 Penalty: 571.003357
	Iteration 18Q: 3 clusters Score -28394.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28396.388672 Penalty: 571.003357
	Iteration 19Q: 3 clusters Score -28396.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28397.607422 Penalty: 571.003357
	Iteration 20F: 3 clusters Score -28397.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -28399.544922 Penalty: 571.003357
	Iteration 21Q: 3 clusters Score -28399.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28400.220703 Penalty: 571.003357
	Iteration 22Q: 3 clusters Score -28400.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28400.912109 Penalty: 571.003357
	Iteration 23Q: 3 clusters Score -28400.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28401.210938 Penalty: 571.003357
	Iteration 24Q: 3 clusters Score -28401.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28401.800781 Penalty: 571.003357
	Iteration 25Q: 3 clusters Score -28401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28401.800781 Penalty: 571.003357
	Iteration 26F: 3 clusters Score -28401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23058.892578 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -23058.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22643.761719 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -22643.76 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22756.798828 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -22756.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22786.470703 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -22786.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22805.728516 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -22805.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22830.580078 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -22830.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22878.251953 Penalty: 541.033264
	Iteration 5F: 3 clusters Score -22878.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22931.574219 Penalty: 541.033264
	Iteration 6F: 3 clusters Score -22931.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22971.583984 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -22971.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22984.212891 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -22984.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22995.460938 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -22995.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23002.814453 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -23002.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23008.822266 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -23008.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23012.082031 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -23012.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23012.712891 Penalty: 541.033264
	Iteration 13Q: 3 clusters Score -23012.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23012.712891 Penalty: 541.033264
	Iteration 14F: 3 clusters Score -23012.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14388.333008 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14388.33 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 125 members 
Entering Unmasked Estep 
Score: -14069.841797 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -14069.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14124.402344 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14124.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14145.956055 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14145.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14164.630859 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -14164.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14177.403320 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14187.520508 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14187.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14205.000000 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14210.963867 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14210.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14217.900391 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14217.900391 Penalty: 489.570648
	Iteration 9F: 3 clusters Score -14217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -46821.160156 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -46821.16 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 313 members 
Entering Unmasked Estep 
Score: -46241.394531 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -46241.39 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46421.640625 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -46421.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46471.316406 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -46471.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46525.250000 Penalty: 585.543701
	Iteration 3F: 3 clusters Score -46525.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46576.992188 Penalty: 585.543701
	Iteration 4F: 3 clusters Score -46576.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46641.117188 Penalty: 585.543701
	Iteration 5F: 3 clusters Score -46641.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46696.683594 Penalty: 585.543701
	Iteration 6F: 3 clusters Score -46696.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46729.457031 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -46729.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46740.187500 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -46740.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46745.777344 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -46745.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46751.792969 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -46751.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46755.910156 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -46755.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46759.183594 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -46759.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46762.144531 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -46762.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46765.390625 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -46765.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46766.722656 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -46766.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46766.722656 Penalty: 585.543701
	Iteration 16F: 3 clusters Score -46766.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -139410.062500 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -139410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -137764.671875 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -137764.7 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -138279.703125 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -138279.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -138342.406250 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -138342.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -138399.875000 Penalty: 704.598083
	Iteration 3Q: 3 clusters Score -138399.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -138452.765625 Penalty: 704.598083
	Iteration 4Q: 3 clusters Score -138452.8 nChanged 100
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: -138503.046875 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -138503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -138551.953125 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -138552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138615.062500 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -138615.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -138700.250000 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -138700.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -138784.703125 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -138784.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -138865.828125 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -138865.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -138946.359375 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -138946.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -138998.234375 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -138998.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -139030.125000 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -139030.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -139049.328125 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -139049.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -139065.531250 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -139065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -139081.515625 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -139081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -139085.328125 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -139085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -139088.625000 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -139088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -139089.968750 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -139090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -139091.140625 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -139091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -115539.875000 Penalty: 342.831696
	Iteration 0F: 2 clusters Score -115539.9 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 956 members 
Entering Unmasked Estep 
Score: -114155.445312 Penalty: 685.663391
	Iteration 0F: 3 clusters Score -114155.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -114600.257812 Penalty: 685.663391
	Iteration 1F: 3 clusters Score -114600.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -114650.953125 Penalty: 685.663391
	Iteration 2F: 3 clusters Score -114651 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -114697.500000 Penalty: 685.663391
	Iteration 3Q: 3 clusters Score -114697.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -114748.070312 Penalty: 685.663391
	Iteration 4Q: 3 clusters Score -114748.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -114822.914062 Penalty: 685.663391
	Iteration 5F: 3 clusters Score -114822.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -114902.492188 Penalty: 685.663391
	Iteration 6F: 3 clusters Score -114902.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -114985.320312 Penalty: 685.663391
	Iteration 7F: 3 clusters Score -114985.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -115057.054688 Penalty: 685.663391
	Iteration 8Q: 3 clusters Score -115057.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -115113.523438 Penalty: 685.663391
	Iteration 9Q: 3 clusters Score -115113.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -115149.148438 Penalty: 685.663391
	Iteration 10Q: 3 clusters Score -115149.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -115170.406250 Penalty: 685.663391
	Iteration 11Q: 3 clusters Score -115170.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -115185.750000 Penalty: 685.663391
	Iteration 12Q: 3 clusters Score -115185.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -115201.460938 Penalty: 685.663391
	Iteration 13Q: 3 clusters Score -115201.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -115208.671875 Penalty: 685.663391
	Iteration 14Q: 3 clusters Score -115208.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -115214.679688 Penalty: 685.663391
	Iteration 15Q: 3 clusters Score -115214.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -115220.898438 Penalty: 685.663391
	Iteration 16Q: 3 clusters Score -115220.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -115229.679688 Penalty: 685.663391
	Iteration 17Q: 3 clusters Score -115229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -115237.703125 Penalty: 685.663391
	Iteration 18Q: 3 clusters Score -115237.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -115245.367188 Penalty: 685.663391
	Iteration 19Q: 3 clusters Score -115245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -115248.031250 Penalty: 685.663391
	Iteration 20F: 3 clusters Score -115248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -115250.398438 Penalty: 685.663391
	Iteration 21Q: 3 clusters Score -115250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -115252.867188 Penalty: 685.663391
	Iteration 22Q: 3 clusters Score -115252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -115254.312500 Penalty: 685.663391
	Iteration 23Q: 3 clusters Score -115254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -115254.875000 Penalty: 685.663391
	Iteration 24Q: 3 clusters Score -115254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -115259.257812 Penalty: 685.663391
	Iteration 25Q: 3 clusters Score -115259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -115262.390625 Penalty: 685.663391
	Iteration 26Q: 3 clusters Score -115262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -115264.039062 Penalty: 685.663391
	Iteration 27Q: 3 clusters Score -115264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -115264.039062 Penalty: 685.663391
	Iteration 28F: 3 clusters Score -115264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -63124.132812 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -63124.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -62285.238281 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -62285.24 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -62542.492188 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -62542.49 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -62601.605469 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -62601.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62634.757812 Penalty: 632.262268
	Iteration 3F: 3 clusters Score -62634.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62649.218750 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -62649.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62660.457031 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -62660.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62674.128906 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -62674.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62683.886719 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -62683.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62695.882812 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -62695.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62705.542969 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -62705.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62717.753906 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -62717.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62731.640625 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -62731.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62738.820312 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -62738.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62745.769531 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -62745.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62751.394531 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -62751.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62758.460938 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -62758.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62767.195312 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -62767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62781.351562 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -62781.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -62795.328125 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -62795.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62805.613281 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -62805.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -62812.812500 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -62812.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -62819.394531 Penalty: 632.262268
	Iteration 21Q: 3 clusters Score -62819.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -62823.941406 Penalty: 632.262268
	Iteration 22Q: 3 clusters Score -62823.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62827.785156 Penalty: 632.262268
	Iteration 23Q: 3 clusters Score -62827.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -62829.812500 Penalty: 632.262268
	Iteration 24Q: 3 clusters Score -62829.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -62832.015625 Penalty: 632.262268
	Iteration 25Q: 3 clusters Score -62832.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -62836.355469 Penalty: 632.262268
	Iteration 26Q: 3 clusters Score -62836.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -62840.812500 Penalty: 632.262268
	Iteration 27Q: 3 clusters Score -62840.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -62843.542969 Penalty: 632.262268
	Iteration 28Q: 3 clusters Score -62843.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -62844.316406 Penalty: 632.262268
	Iteration 29Q: 3 clusters Score -62844.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -62845.304688 Penalty: 632.262268
	Iteration 30Q: 3 clusters Score -62845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62846.843750 Penalty: 632.262268
	Iteration 31Q: 3 clusters Score -62846.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -62849.878906 Penalty: 632.262268
	Iteration 32Q: 3 clusters Score -62849.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -62851.429688 Penalty: 632.262268
	Iteration 33Q: 3 clusters Score -62851.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -62851.429688 Penalty: 632.262268
	Iteration 34F: 3 clusters Score -62851.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -16972.205078 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -16972.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16643.242188 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -16643.24 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16811.572266 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -16811.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16857.244141 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -16857.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16868.974609 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -16868.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16876.640625 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -16876.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16880.810547 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -16880.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16883.005859 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -16883.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16885.027344 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -16885.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16889.210938 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -16889.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16894.855469 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -16894.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16895.578125 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -16895.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16895.578125 Penalty: 517.822693
	Iteration 11F: 3 clusters Score -16895.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3580.202393 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3580.202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3437.298340 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3437.298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3466.493164 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3466.493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11601.824219 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11601.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11331.164062 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11331.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11494.012695 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11494.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11537.171875 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11537.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11561.793945 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -11561.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11590.238281 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11590.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11644.031250 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11644.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11676.086914 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11676.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11682.881836 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11682.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11683.414062 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -11683.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11683.414062 Penalty: 485.277405
	Iteration 9F: 3 clusters Score -11683.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 62 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 60 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 145 members 
Entering Unmasked Estep 
Score: -14139636.000000 Penalty: 63538.765625
Splitting cluster 44 changes total score from -14139828.000000 to -14139636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -88036.593750 Penalty: 319.984406
	Iteration 0F: 2 clusters Score -88036.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -87136.625000 Penalty: 639.968811
	Iteration 0F: 3 clusters Score -87136.62 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -87420.117188 Penalty: 639.968811
	Iteration 1F: 3 clusters Score -87420.12 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -87511.343750 Penalty: 639.968811
	Iteration 2F: 3 clusters Score -87511.34 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87580.265625 Penalty: 639.968811
	Iteration 3F: 3 clusters Score -87580.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -87637.953125 Penalty: 639.968811
	Iteration 4F: 3 clusters Score -87637.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -87681.000000 Penalty: 639.968811
	Iteration 5F: 3 clusters Score -87681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -87715.320312 Penalty: 639.968811
	Iteration 6Q: 3 clusters Score -87715.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -87740.742188 Penalty: 639.968811
	Iteration 7Q: 3 clusters Score -87740.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -87764.234375 Penalty: 639.968811
	Iteration 8Q: 3 clusters Score -87764.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -87783.000000 Penalty: 639.968811
	Iteration 9Q: 3 clusters Score -87783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -87797.296875 Penalty: 639.968811
	Iteration 10Q: 3 clusters Score -87797.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -87812.632812 Penalty: 639.968811
	Iteration 11Q: 3 clusters Score -87812.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -87817.421875 Penalty: 639.968811
	Iteration 12Q: 3 clusters Score -87817.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -87819.070312 Penalty: 639.968811
	Iteration 13Q: 3 clusters Score -87819.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -87819.578125 Penalty: 639.968811
	Iteration 14Q: 3 clusters Score -87819.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -87820.156250 Penalty: 639.968811
	Iteration 15Q: 3 clusters Score -87820.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -87820.492188 Penalty: 639.968811
	Iteration 16Q: 3 clusters Score -87820.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -87820.640625 Penalty: 639.968811
	Iteration 17Q: 3 clusters Score -87820.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -87821.125000 Penalty: 639.968811
	Iteration 18Q: 3 clusters Score -87821.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -87821.351562 Penalty: 639.968811
	Iteration 19Q: 3 clusters Score -87821.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -87821.351562 Penalty: 639.968811
	Iteration 20F: 3 clusters Score -87821.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -51586.347656 Penalty: 311.147430
	Iteration 0F: 2 clusters Score -51586.35 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 456 members 
Entering Unmasked Estep 
Score: -50793.289062 Penalty: 622.294861
	Iteration 0F: 3 clusters Score -50793.29 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -51071.679688 Penalty: 622.294861
	Iteration 1F: 3 clusters Score -51071.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51188.046875 Penalty: 622.294861
	Iteration 2F: 3 clusters Score -51188.05 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51282.359375 Penalty: 622.294861
	Iteration 3F: 3 clusters Score -51282.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51343.410156 Penalty: 622.294861
	Iteration 4F: 3 clusters Score -51343.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51369.179688 Penalty: 622.294861
	Iteration 5Q: 3 clusters Score -51369.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51385.109375 Penalty: 622.294861
	Iteration 6Q: 3 clusters Score -51385.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51393.917969 Penalty: 622.294861
	Iteration 7Q: 3 clusters Score -51393.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51398.976562 Penalty: 622.294861
	Iteration 8Q: 3 clusters Score -51398.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51401.675781 Penalty: 622.294861
	Iteration 9Q: 3 clusters Score -51401.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51403.195312 Penalty: 622.294861
	Iteration 10Q: 3 clusters Score -51403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51403.335938 Penalty: 622.294861
	Iteration 11Q: 3 clusters Score -51403.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51403.335938 Penalty: 622.294861
	Iteration 12F: 3 clusters Score -51403.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -3656.900146 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -3656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3463.707031 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -3463.707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3500.105957 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -3500.106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3511.819824 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -3511.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3515.693359 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -3515.693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3515.693359 Penalty: 419.070496
	Iteration 4F: 3 clusters Score -3515.693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -9541.162109 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -9541.162 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 86 members 
Entering Unmasked Estep 
Score: -9267.959961 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -9267.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9325.175781 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -9325.176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9337.485352 Penalty: 474.559143
	Iteration 2Q: 3 clusters Score -9337.485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9349.998047 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -9349.998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9355.449219 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -9355.449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9365.095703 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -9365.096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9384.802734 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -9384.803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9393.847656 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -9393.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9399.494141 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -9399.494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9403.517578 Penalty: 474.559143
	Iteration 9Q: 3 clusters Score -9403.518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9410.802734 Penalty: 474.559143
	Iteration 10Q: 3 clusters Score -9410.803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9418.441406 Penalty: 474.559143
	Iteration 11Q: 3 clusters Score -9418.441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9421.179688 Penalty: 474.559143
	Iteration 12Q: 3 clusters Score -9421.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9421.179688 Penalty: 474.559143
	Iteration 13F: 3 clusters Score -9421.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13069.098633 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -13069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12740.750977 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12740.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12821.977539 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12821.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12852.671875 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12852.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12866.301758 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12874.423828 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12874.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12878.481445 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12878.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12883.680664 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12883.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12887.540039 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12887.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12887.540039 Penalty: 501.722015
	Iteration 8F: 3 clusters Score -12887.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -4519.745117 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -4519.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4355.961914 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -4355.962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4374.067871 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -4374.068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4375.855469 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -4375.855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4385.722168 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -4385.722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4404.572266 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -4404.572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4415.289062 Penalty: 396.460510
	Iteration 5Q: 3 clusters Score -4415.289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4415.289062 Penalty: 396.460510
	Iteration 6F: 3 clusters Score -4415.289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -155086.187500 Penalty: 356.644623
	Iteration 0F: 2 clusters Score -155086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -153312.265625 Penalty: 713.289246
	Iteration 0F: 3 clusters Score -153312.3 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -153957.171875 Penalty: 713.289246
	Iteration 1F: 3 clusters Score -153957.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -154074.906250 Penalty: 713.289246
	Iteration 2F: 3 clusters Score -154074.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -154180.687500 Penalty: 713.289246
	Iteration 3F: 3 clusters Score -154180.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -154272.046875 Penalty: 713.289246
	Iteration 4F: 3 clusters Score -154272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -154347.640625 Penalty: 713.289246
	Iteration 5Q: 3 clusters Score -154347.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -154414.921875 Penalty: 713.289246
	Iteration 6Q: 3 clusters Score -154414.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -154465.578125 Penalty: 713.289246
	Iteration 7Q: 3 clusters Score -154465.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -154499.187500 Penalty: 713.289246
	Iteration 8Q: 3 clusters Score -154499.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -154526.156250 Penalty: 713.289246
	Iteration 9Q: 3 clusters Score -154526.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -154544.125000 Penalty: 713.289246
	Iteration 10Q: 3 clusters Score -154544.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -154559.687500 Penalty: 713.289246
	Iteration 11Q: 3 clusters Score -154559.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -154571.125000 Penalty: 713.289246
	Iteration 12Q: 3 clusters Score -154571.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -154577.468750 Penalty: 713.289246
	Iteration 13Q: 3 clusters Score -154577.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -154582.093750 Penalty: 713.289246
	Iteration 14Q: 3 clusters Score -154582.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -154584.890625 Penalty: 713.289246
	Iteration 15Q: 3 clusters Score -154584.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -154588.406250 Penalty: 713.289246
	Iteration 16Q: 3 clusters Score -154588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -154591.671875 Penalty: 713.289246
	Iteration 17Q: 3 clusters Score -154591.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -154596.484375 Penalty: 713.289246
	Iteration 18Q: 3 clusters Score -154596.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -154603.109375 Penalty: 713.289246
	Iteration 19Q: 3 clusters Score -154603.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -154607.171875 Penalty: 713.289246
	Iteration 20F: 3 clusters Score -154607.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -154612.312500 Penalty: 713.289246
	Iteration 21Q: 3 clusters Score -154612.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -154616.937500 Penalty: 713.289246
	Iteration 22Q: 3 clusters Score -154616.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -154624.656250 Penalty: 713.289246
	Iteration 23Q: 3 clusters Score -154624.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -154632.781250 Penalty: 713.289246
	Iteration 24Q: 3 clusters Score -154632.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -154639.218750 Penalty: 713.289246
	Iteration 25Q: 3 clusters Score -154639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -154643.531250 Penalty: 713.289246
	Iteration 26Q: 3 clusters Score -154643.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -154648.015625 Penalty: 713.289246
	Iteration 27Q: 3 clusters Score -154648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -154650.406250 Penalty: 713.289246
	Iteration 28Q: 3 clusters Score -154650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -154651.953125 Penalty: 713.289246
	Iteration 29Q: 3 clusters Score -154652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -154653.609375 Penalty: 713.289246
	Iteration 30Q: 3 clusters Score -154653.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -154655.140625 Penalty: 713.289246
	Iteration 31Q: 3 clusters Score -154655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -154656.000000 Penalty: 713.289246
	Iteration 32Q: 3 clusters Score -154656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -154657.437500 Penalty: 713.289246
	Iteration 33Q: 3 clusters Score -154657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -154658.234375 Penalty: 713.289246
	Iteration 34Q: 3 clusters Score -154658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -154658.687500 Penalty: 713.289246
	Iteration 35Q: 3 clusters Score -154658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -154658.828125 Penalty: 713.289246
	Iteration 36Q: 3 clusters Score -154658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -154659.453125 Penalty: 713.289246
	Iteration 37Q: 3 clusters Score -154659.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -154660.078125 Penalty: 713.289246
	Iteration 38Q: 3 clusters Score -154660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -154661.281250 Penalty: 713.289246
	Iteration 39Q: 3 clusters Score -154661.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -154662.546875 Penalty: 713.289246
	Iteration 40F: 3 clusters Score -154662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -154663.140625 Penalty: 713.289246
	Iteration 41Q: 3 clusters Score -154663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -154664.562500 Penalty: 713.289246
	Iteration 42Q: 3 clusters Score -154664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -154666.359375 Penalty: 713.289246
	Iteration 43Q: 3 clusters Score -154666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -154668.984375 Penalty: 713.289246
	Iteration 44Q: 3 clusters Score -154669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -154670.453125 Penalty: 713.289246
	Iteration 45Q: 3 clusters Score -154670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -154671.375000 Penalty: 713.289246
	Iteration 46Q: 3 clusters Score -154671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -154672.281250 Penalty: 713.289246
	Iteration 47Q: 3 clusters Score -154672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -154672.171875 Penalty: 713.289246
	Iteration 48Q: 3 clusters Score -154672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -154673.609375 Penalty: 713.289246
	Iteration 49Q: 3 clusters Score -154673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -154674.328125 Penalty: 713.289246
	Iteration 50Q: 3 clusters Score -154674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -154674.984375 Penalty: 713.289246
	Iteration 51Q: 3 clusters Score -154675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -154675.343750 Penalty: 713.289246
	Iteration 52Q: 3 clusters Score -154675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -154675.734375 Penalty: 713.289246
	Iteration 53Q: 3 clusters Score -154675.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -154676.312500 Penalty: 713.289246
	Iteration 54Q: 3 clusters Score -154676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -154676.937500 Penalty: 713.289246
	Iteration 55Q: 3 clusters Score -154676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -154677.625000 Penalty: 713.289246
	Iteration 56Q: 3 clusters Score -154677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -154678.531250 Penalty: 713.289246
	Iteration 57Q: 3 clusters Score -154678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -154678.953125 Penalty: 713.289246
	Iteration 58Q: 3 clusters Score -154679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -154679.109375 Penalty: 713.289246
	Iteration 59Q: 3 clusters Score -154679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -154679.109375 Penalty: 713.289246
	Iteration 60F: 3 clusters Score -154679.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -8523.055664 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -8523.056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8257.105469 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -8257.105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8309.518555 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -8309.519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8323.599609 Penalty: 466.820770
	Iteration 2Q: 3 clusters Score -8323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8326.208984 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -8326.209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8329.244141 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -8329.244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8332.708984 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -8332.709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8335.491211 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -8335.491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8336.362305 Penalty: 466.820770
	Iteration 7Q: 3 clusters Score -8336.362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8337.250977 Penalty: 466.820770
	Iteration 8Q: 3 clusters Score -8337.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8337.250977 Penalty: 466.820770
	Iteration 9F: 3 clusters Score -8337.251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26510.722656 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26510.72 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 261 members 
Entering Unmasked Estep 
Score: -26038.230469 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -26038.23 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26147.929688 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26147.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26197.980469 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26197.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -26223.841797 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -26223.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26235.640625 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -26235.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26239.437500 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26239.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26241.972656 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26241.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26245.904297 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26245.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26249.908203 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26249.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26252.337891 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -26252.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26253.957031 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -26253.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26253.957031 Penalty: 563.504944
	Iteration 11F: 3 clusters Score -26253.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -9224.470703 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -9224.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8997.081055 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -8997.081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9033.576172 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -9033.576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9042.032227 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -9042.032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9042.327148 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -9042.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9042.327148 Penalty: 438.645630
	Iteration 4F: 3 clusters Score -9042.327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -34885.191406 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -34885.19 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 272 members 
Entering Unmasked Estep 
Score: -34326.605469 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -34326.61 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34487.542969 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -34487.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34515.992188 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -34515.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34535.890625 Penalty: 580.436768
	Iteration 3Q: 3 clusters Score -34535.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34551.199219 Penalty: 580.436768
	Iteration 4Q: 3 clusters Score -34551.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34562.261719 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -34562.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34575.402344 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -34575.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34586.332031 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -34586.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34592.292969 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -34592.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34596.363281 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -34596.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34599.449219 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -34599.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34612.628906 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -34612.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34626.718750 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -34626.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34643.367188 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -34643.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -34668.097656 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -34668.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34689.500000 Penalty: 580.436768
	Iteration 15Q: 3 clusters Score -34689.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34707.070312 Penalty: 580.436768
	Iteration 16Q: 3 clusters Score -34707.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34724.000000 Penalty: 580.436768
	Iteration 17Q: 3 clusters Score -34724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34741.296875 Penalty: 580.436768
	Iteration 18Q: 3 clusters Score -34741.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34750.578125 Penalty: 580.436768
	Iteration 19Q: 3 clusters Score -34750.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34753.738281 Penalty: 580.436768
	Iteration 20F: 3 clusters Score -34753.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34754.843750 Penalty: 580.436768
	Iteration 21Q: 3 clusters Score -34754.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34754.843750 Penalty: 580.436768
	Iteration 22F: 3 clusters Score -34754.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -24357.980469 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24357.98 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 167 members 
Entering Unmasked Estep 
Score: -23951.132812 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23951.13 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24024.847656 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24024.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24051.988281 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24051.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24067.011719 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -24067.01 nChanged 11
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: -24074.562500 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24074.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24079.648438 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24079.65 nChanged 6
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: -24085.935547 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24085.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24089.298828 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24097.294922 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24097.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24101.705078 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24101.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24108.738281 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24108.74 nChanged 2
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: -24109.277344 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -24109.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24109.585938 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -24109.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24109.585938 Penalty: 531.498352
	Iteration 13F: 3 clusters Score -24109.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -15508.580078 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -15508.58 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 142 members 
Entering Unmasked Estep 
Score: -15174.997070 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -15175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15260.179688 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -15260.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15281.562500 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -15281.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15291.242188 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -15291.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15295.601562 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -15295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15297.715820 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -15297.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15300.649414 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -15300.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15300.649414 Penalty: 509.118713
	Iteration 7F: 3 clusters Score -15300.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9746.083008 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9746.083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9505.220703 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9505.221 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9573.977539 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9573.978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9599.362305 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9599.362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9613.340820 Penalty: 475.542938
	Iteration 3F: 3 clusters Score -9613.341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9620.338867 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9620.339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9620.867188 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9620.867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9621.136719 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9621.137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9621.136719 Penalty: 475.542938
	Iteration 7F: 3 clusters Score -9621.137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13719.609375 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13719.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13369.983398 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13369.98 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13527.787109 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13527.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13554.100586 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13570.797852 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -13570.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13582.632812 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -13582.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13588.362305 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -13588.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13591.291016 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -13591.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13593.483398 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -13593.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13604.558594 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -13604.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13616.720703 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -13616.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13627.914062 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -13627.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13637.079102 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -13637.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13645.476562 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -13645.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13648.071289 Penalty: 514.695251
	Iteration 13Q: 3 clusters Score -13648.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13648.071289 Penalty: 514.695251
	Iteration 14F: 3 clusters Score -13648.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9865.852539 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9865.853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9637.078125 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9637.078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9686.770508 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9686.771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9694.640625 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -9694.641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9696.552734 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -9696.553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9697.836914 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9697.837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9697.836914 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -9697.837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7640.031738 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7640.032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7396.621582 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7396.622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7441.078125 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7441.078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7455.276855 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7455.277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7463.749512 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7463.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7471.136719 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7471.137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7472.676758 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7472.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7472.676758 Penalty: 445.703430
	Iteration 6F: 3 clusters Score -7472.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (16379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Entering Unmasked Estep 
Score: -1387738.250000 Penalty: 441.520874
	Iteration 0F: 2 clusters Score -1387738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1379266.875000 Penalty: 883.041748
	Iteration 0F: 3 clusters Score -1379267 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1384127.750000 Penalty: 883.041748
	Iteration 1F: 3 clusters Score -1384128 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1384847.250000 Penalty: 883.041748
	Iteration 2F: 3 clusters Score -1384847 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1385746.375000 Penalty: 883.041748
	Iteration 3F: 3 clusters Score -1385746 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1386367.875000 Penalty: 883.041748
	Iteration 4F: 3 clusters Score -1386368 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1386549.250000 Penalty: 883.041748
	Iteration 5Q: 3 clusters Score -1386549 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1386591.625000 Penalty: 883.041748
	Iteration 6Q: 3 clusters Score -1386592 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1386589.000000 Penalty: 883.041748
	Iteration 7Q: 3 clusters Score -1386589 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1386591.250000 Penalty: 883.041748
	Iteration 8Q: 3 clusters Score -1386591 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1386585.375000 Penalty: 883.041748
	Iteration 9Q: 3 clusters Score -1386585 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1386579.125000 Penalty: 883.041748
	Iteration 10Q: 3 clusters Score -1386579 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1386585.500000 Penalty: 883.041748
	Iteration 11Q: 3 clusters Score -1386586 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1386606.875000 Penalty: 883.041748
	Iteration 12Q: 3 clusters Score -1386607 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1386618.375000 Penalty: 883.041748
	Iteration 13Q: 3 clusters Score -1386618 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1386627.750000 Penalty: 883.041748
	Iteration 14Q: 3 clusters Score -1386628 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1386634.875000 Penalty: 883.041748
	Iteration 15Q: 3 clusters Score -1386635 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1386658.875000 Penalty: 883.041748
	Iteration 16Q: 3 clusters Score -1386659 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1386687.125000 Penalty: 883.041748
	Iteration 17Q: 3 clusters Score -1386687 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1386715.500000 Penalty: 883.041748
	Iteration 18Q: 3 clusters Score -1386716 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1386763.750000 Penalty: 883.041748
	Iteration 19Q: 3 clusters Score -1386764 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1386799.875000 Penalty: 883.041748
	Iteration 20F: 3 clusters Score -1386800 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1386824.375000 Penalty: 883.041748
	Iteration 21Q: 3 clusters Score -1386824 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1386830.750000 Penalty: 883.041748
	Iteration 22Q: 3 clusters Score -1386831 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1386846.500000 Penalty: 883.041748
	Iteration 23Q: 3 clusters Score -1386846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1386856.000000 Penalty: 883.041748
	Iteration 24Q: 3 clusters Score -1386856 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1386872.000000 Penalty: 883.041748
	Iteration 25Q: 3 clusters Score -1386872 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1386878.375000 Penalty: 883.041748
	Iteration 26Q: 3 clusters Score -1386878 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1386888.875000 Penalty: 883.041748
	Iteration 27Q: 3 clusters Score -1386889 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1386880.000000 Penalty: 883.041748
	Iteration 28Q: 3 clusters Score -1386880 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1386879.875000 Penalty: 883.041748
	Iteration 29Q: 3 clusters Score -1386880 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1386884.000000 Penalty: 883.041748
	Iteration 30Q: 3 clusters Score -1386884 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1386888.000000 Penalty: 883.041748
	Iteration 31Q: 3 clusters Score -1386888 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1386891.750000 Penalty: 883.041748
	Iteration 32Q: 3 clusters Score -1386892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1386917.625000 Penalty: 883.041748
	Iteration 33Q: 3 clusters Score -1386918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1386931.750000 Penalty: 883.041748
	Iteration 34Q: 3 clusters Score -1386932 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1386943.500000 Penalty: 883.041748
	Iteration 35Q: 3 clusters Score -1386944 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1386951.000000 Penalty: 883.041748
	Iteration 36Q: 3 clusters Score -1386951 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1386958.625000 Penalty: 883.041748
	Iteration 37Q: 3 clusters Score -1386959 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1386970.625000 Penalty: 883.041748
	Iteration 38Q: 3 clusters Score -1386971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1386971.125000 Penalty: 883.041748
	Iteration 39Q: 3 clusters Score -1386971 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 5146 members 
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Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 5267 members 
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Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5970 members 
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Mstep: Class 1 contains 10312 members 
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Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6305 members 
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Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 6423 members 
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Mstep: Class 1 contains 9837 members 
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Mstep: Class 1 contains 9703 members 
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Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6791 members 
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Mstep: Class 1 contains 9488 members 
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Mstep: Class 1 contains 9370 members 
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Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 7037 members 
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Mstep: Class 1 contains 9339 members 
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Mstep: Class 2 contains 6818 members 
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Mstep: Class 1 contains 9629 members 
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Mstep: Class 1 contains 9653 members 
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Mstep: Class 1 contains 9671 members 
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Mstep: Class 1 contains 9689 members 
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Mstep: Class 1 contains 9709 members 
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Mstep: Class 1 contains 9727 members 
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Mstep: Class 1 contains 9738 members 
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Mstep: Class 1 contains 9749 members 
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	Iteration 83Q: 3 clusters Score -1387193 nChanged 5
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Mstep: Class 1 contains 9750 members 
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Mstep: Class 1 contains 9751 members 
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Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6621 members 
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Mstep: Class 1 contains 9765 members 
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Mstep: Class 1 contains 9776 members 
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Mstep: Class 1 contains 9780 members 
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Mstep: Class 1 contains 9786 members 
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Mstep: Class 1 contains 9793 members 
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Mstep: Class 1 contains 9801 members 
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Mstep: Class 1 contains 9807 members 
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	Iteration 96Q: 3 clusters Score -1387208 nChanged 8
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Mstep: Class 1 contains 9815 members 
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Mstep: Class 1 contains 9823 members 
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	Iteration 100F: 3 clusters Score -1387217 nChanged 13
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Mstep: Class 1 contains 9832 members 
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	Iteration 102Q: 3 clusters Score -1387214 nChanged 17
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	Iteration 104Q: 3 clusters Score -1387211 nChanged 16
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	Iteration 106Q: 3 clusters Score -1387213 nChanged 10
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	Iteration 108Q: 3 clusters Score -1387213 nChanged 14
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	Iteration 110Q: 3 clusters Score -1387211 nChanged 13
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	Iteration 111Q: 3 clusters Score -1387212 nChanged 8
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	Iteration 112Q: 3 clusters Score -1387215 nChanged 5
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	Iteration 115Q: 3 clusters Score -1387217 nChanged 2
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	Iteration 116Q: 3 clusters Score -1387217 nChanged 3
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	Iteration 117Q: 3 clusters Score -1387220 nChanged 2
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	Iteration 118Q: 3 clusters Score -1387216 nChanged 3
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	Iteration 119Q: 3 clusters Score -1387216 nChanged 1
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	Iteration 120F: 3 clusters Score -1387216 nChanged 2
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	Iteration 121Q: 3 clusters Score -1387215 nChanged 1
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	Iteration 122Q: 3 clusters Score -1387216 nChanged 2
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	Iteration 123Q: 3 clusters Score -1387215 nChanged 3
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	Iteration 125Q: 3 clusters Score -1387214 nChanged 1
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	Iteration 126Q: 3 clusters Score -1387215 nChanged 1
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	Iteration 127Q: 3 clusters Score -1387214 nChanged 1
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	Iteration 128Q: 3 clusters Score -1387214 nChanged 2
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	Iteration 129Q: 3 clusters Score -1387211 nChanged 2
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	Iteration 130Q: 3 clusters Score -1387213 nChanged 1
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	Iteration 131Q: 3 clusters Score -1387214 nChanged 2
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	Iteration 132Q: 3 clusters Score -1387215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1387216.125000 Penalty: 883.041748
	Iteration 133Q: 3 clusters Score -1387216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1387215.000000 Penalty: 883.041748
	Iteration 134Q: 3 clusters Score -1387215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1387215.500000 Penalty: 883.041748
	Iteration 135Q: 3 clusters Score -1387216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1387215.875000 Penalty: 883.041748
	Iteration 136Q: 3 clusters Score -1387216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1387215.375000 Penalty: 883.041748
	Iteration 137Q: 3 clusters Score -1387215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1387217.125000 Penalty: 883.041748
	Iteration 138Q: 3 clusters Score -1387217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1387215.000000 Penalty: 883.041748
	Iteration 139Q: 3 clusters Score -1387215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1387214.875000 Penalty: 883.041748
	Iteration 140F: 3 clusters Score -1387215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1387218.000000 Penalty: 883.041748
	Iteration 141Q: 3 clusters Score -1387218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1387218.375000 Penalty: 883.041748
	Iteration 142Q: 3 clusters Score -1387218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1387218.375000 Penalty: 883.041748
	Iteration 143F: 3 clusters Score -1387218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -53939.074219 Penalty: 309.710754
	Iteration 0F: 2 clusters Score -53939.07 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 478 members 
Entering Unmasked Estep 
Score: -53191.480469 Penalty: 619.421509
	Iteration 0F: 3 clusters Score -53191.48 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -53388.019531 Penalty: 619.421509
	Iteration 1F: 3 clusters Score -53388.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -53444.542969 Penalty: 619.421509
	Iteration 2F: 3 clusters Score -53444.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53471.617188 Penalty: 619.421509
	Iteration 3Q: 3 clusters Score -53471.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -53492.062500 Penalty: 619.421509
	Iteration 4Q: 3 clusters Score -53492.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -53518.222656 Penalty: 619.421509
	Iteration 5Q: 3 clusters Score -53518.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -53539.117188 Penalty: 619.421509
	Iteration 6Q: 3 clusters Score -53539.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -53574.593750 Penalty: 619.421509
	Iteration 7Q: 3 clusters Score -53574.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -53599.921875 Penalty: 619.421509
	Iteration 8Q: 3 clusters Score -53599.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -53615.367188 Penalty: 619.421509
	Iteration 9Q: 3 clusters Score -53615.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -53621.062500 Penalty: 619.421509
	Iteration 10Q: 3 clusters Score -53621.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53629.023438 Penalty: 619.421509
	Iteration 11Q: 3 clusters Score -53629.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -53643.183594 Penalty: 619.421509
	Iteration 12Q: 3 clusters Score -53643.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -53651.976562 Penalty: 619.421509
	Iteration 13Q: 3 clusters Score -53651.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -53659.000000 Penalty: 619.421509
	Iteration 14Q: 3 clusters Score -53659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53664.199219 Penalty: 619.421509
	Iteration 15Q: 3 clusters Score -53664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -53675.316406 Penalty: 619.421509
	Iteration 16Q: 3 clusters Score -53675.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -53683.835938 Penalty: 619.421509
	Iteration 17Q: 3 clusters Score -53683.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -53688.531250 Penalty: 619.421509
	Iteration 18Q: 3 clusters Score -53688.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -53692.414062 Penalty: 619.421509
	Iteration 19Q: 3 clusters Score -53692.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -53693.789062 Penalty: 619.421509
	Iteration 20F: 3 clusters Score -53693.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -53694.894531 Penalty: 619.421509
	Iteration 21Q: 3 clusters Score -53694.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -53695.890625 Penalty: 619.421509
	Iteration 22Q: 3 clusters Score -53695.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -53697.355469 Penalty: 619.421509
	Iteration 23Q: 3 clusters Score -53697.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -53697.769531 Penalty: 619.421509
	Iteration 24Q: 3 clusters Score -53697.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -53699.664062 Penalty: 619.421509
	Iteration 25Q: 3 clusters Score -53699.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -53702.406250 Penalty: 619.421509
	Iteration 26Q: 3 clusters Score -53702.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -53705.601562 Penalty: 619.421509
	Iteration 27Q: 3 clusters Score -53705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -53712.011719 Penalty: 619.421509
	Iteration 28Q: 3 clusters Score -53712.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -53714.273438 Penalty: 619.421509
	Iteration 29Q: 3 clusters Score -53714.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53714.476562 Penalty: 619.421509
	Iteration 30Q: 3 clusters Score -53714.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53714.476562 Penalty: 619.421509
	Iteration 31F: 3 clusters Score -53714.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -20176.496094 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -20176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19769.998047 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -19770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19924.949219 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -19924.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19967.806641 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -19967.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19992.142578 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -19992.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20007.556641 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -20007.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20022.113281 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -20022.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20038.789062 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -20038.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20044.968750 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -20044.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20048.794922 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -20048.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20053.343750 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -20053.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20055.732422 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -20055.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20059.785156 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -20059.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20061.724609 Penalty: 542.216614
	Iteration 12Q: 3 clusters Score -20061.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20062.408203 Penalty: 542.216614
	Iteration 13Q: 3 clusters Score -20062.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20062.408203 Penalty: 542.216614
	Iteration 14F: 3 clusters Score -20062.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2241.356689 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2241.357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2287.414795 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2287.415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2316.204834 Penalty: 372.585358
	Iteration 1F: 3 clusters Score -2316.205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2348.412354 Penalty: 372.585358
	Iteration 2F: 3 clusters Score -2348.412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2365.111816 Penalty: 372.585358
	Iteration 3F: 3 clusters Score -2365.112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2434.194336 Penalty: 372.585358
	Iteration 4F: 3 clusters Score -2434.194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2482.555420 Penalty: 372.585358
	Iteration 5F: 3 clusters Score -2482.555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2565.568604 Penalty: 372.585358
	Iteration 6Q: 3 clusters Score -2565.569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2590.657959 Penalty: 372.585358
	Iteration 7Q: 3 clusters Score -2590.658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2628.898438 Penalty: 372.585358
	Iteration 8Q: 3 clusters Score -2628.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2628.898438 Penalty: 372.585358
	Iteration 9F: 3 clusters Score -2628.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 33 members 
Entering Unmasked Estep 
Score: -14139892.000000 Penalty: 63538.765625
Splitting cluster 65 changes total score from -14139828.000000 to -14139892.000000
So it's getting split into cluster 113.
Entering ConstructFrom: 
Trying to split cluster 66 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -27056.802734 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -27056.8 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 230 members 
Entering Unmasked Estep 
Score: -26578.906250 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -26578.91 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26684.183594 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26684.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26731.396484 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26731.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26759.462891 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -26759.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26773.773438 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -26773.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26781.312500 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26781.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26782.281250 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26782.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26786.193359 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26786.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26790.017578 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26790.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26792.492188 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26792.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26797.117188 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26797.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26801.685547 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -26801.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26807.164062 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -26807.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26816.095703 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -26816.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26827.492188 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -26827.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26836.746094 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -26836.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26849.531250 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -26849.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26863.562500 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -26863.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26874.367188 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -26874.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26878.382812 Penalty: 563.318665
	Iteration 19Q: 3 clusters Score -26878.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26880.710938 Penalty: 563.318665
	Iteration 20F: 3 clusters Score -26880.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26881.416016 Penalty: 563.318665
	Iteration 21Q: 3 clusters Score -26881.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26883.320312 Penalty: 563.318665
	Iteration 22Q: 3 clusters Score -26883.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26883.320312 Penalty: 563.318665
	Iteration 23F: 3 clusters Score -26883.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7482.778809 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7482.779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7236.977539 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7236.978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7291.270020 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7291.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7313.763672 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7313.764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7321.237305 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7321.237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7323.493652 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7323.494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7323.493652 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -7323.494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -35413.144531 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -35413.14 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 242 members 
Entering Unmasked Estep 
Score: -34912.476562 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -34912.48 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35031.453125 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -35031.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35066.726562 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -35066.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35096.480469 Penalty: 569.621948
	Iteration 3Q: 3 clusters Score -35096.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -35134.820312 Penalty: 569.621948
	Iteration 4F: 3 clusters Score -35134.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35169.953125 Penalty: 569.621948
	Iteration 5F: 3 clusters Score -35169.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35199.355469 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -35199.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -35213.648438 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -35213.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35226.253906 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -35226.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -35238.296875 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -35238.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -35245.808594 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -35245.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -35251.847656 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -35251.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -35258.488281 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -35258.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -35260.765625 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -35260.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -35268.695312 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -35268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -35270.835938 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -35270.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -35279.960938 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -35279.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -35306.652344 Penalty: 569.621948
	Iteration 17Q: 3 clusters Score -35306.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -35324.667969 Penalty: 569.621948
	Iteration 18Q: 3 clusters Score -35324.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -35334.972656 Penalty: 569.621948
	Iteration 19Q: 3 clusters Score -35334.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -35344.347656 Penalty: 569.621948
	Iteration 20F: 3 clusters Score -35344.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -35355.621094 Penalty: 569.621948
	Iteration 21Q: 3 clusters Score -35355.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -35360.757812 Penalty: 569.621948
	Iteration 22Q: 3 clusters Score -35360.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35374.449219 Penalty: 569.621948
	Iteration 23Q: 3 clusters Score -35374.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35380.339844 Penalty: 569.621948
	Iteration 24Q: 3 clusters Score -35380.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35387.093750 Penalty: 569.621948
	Iteration 25Q: 3 clusters Score -35387.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35395.109375 Penalty: 569.621948
	Iteration 26Q: 3 clusters Score -35395.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35397.394531 Penalty: 569.621948
	Iteration 27Q: 3 clusters Score -35397.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35398.664062 Penalty: 569.621948
	Iteration 28Q: 3 clusters Score -35398.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35399.675781 Penalty: 569.621948
	Iteration 29Q: 3 clusters Score -35399.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35402.488281 Penalty: 569.621948
	Iteration 30Q: 3 clusters Score -35402.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35402.792969 Penalty: 569.621948
	Iteration 31Q: 3 clusters Score -35402.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35403.230469 Penalty: 569.621948
	Iteration 32Q: 3 clusters Score -35403.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35403.554688 Penalty: 569.621948
	Iteration 33Q: 3 clusters Score -35403.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35403.554688 Penalty: 569.621948
	Iteration 34F: 3 clusters Score -35403.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3846.139893 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3846.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3680.263916 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3680.264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3725.904053 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3725.904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3737.074707 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -3737.075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3739.003662 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -3739.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3739.003662 Penalty: 398.764435
	Iteration 4F: 3 clusters Score -3739.004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -92817.242188 Penalty: 320.264648
	Iteration 0F: 2 clusters Score -92817.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -91904.554688 Penalty: 640.529297
	Iteration 0F: 3 clusters Score -91904.55 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -92204.820312 Penalty: 640.529297
	Iteration 1F: 3 clusters Score -92204.82 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92255.718750 Penalty: 640.529297
	Iteration 2F: 3 clusters Score -92255.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -92303.093750 Penalty: 640.529297
	Iteration 3F: 3 clusters Score -92303.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -92367.398438 Penalty: 640.529297
	Iteration 4F: 3 clusters Score -92367.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -92435.429688 Penalty: 640.529297
	Iteration 5Q: 3 clusters Score -92435.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -92493.406250 Penalty: 640.529297
	Iteration 6Q: 3 clusters Score -92493.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -92529.406250 Penalty: 640.529297
	Iteration 7Q: 3 clusters Score -92529.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -92559.039062 Penalty: 640.529297
	Iteration 8Q: 3 clusters Score -92559.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -92583.968750 Penalty: 640.529297
	Iteration 9Q: 3 clusters Score -92583.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -92598.648438 Penalty: 640.529297
	Iteration 10Q: 3 clusters Score -92598.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -92608.578125 Penalty: 640.529297
	Iteration 11Q: 3 clusters Score -92608.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -92617.593750 Penalty: 640.529297
	Iteration 12Q: 3 clusters Score -92617.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -92625.570312 Penalty: 640.529297
	Iteration 13Q: 3 clusters Score -92625.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -92630.843750 Penalty: 640.529297
	Iteration 14Q: 3 clusters Score -92630.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -92635.750000 Penalty: 640.529297
	Iteration 15Q: 3 clusters Score -92635.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92638.218750 Penalty: 640.529297
	Iteration 16Q: 3 clusters Score -92638.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -92640.914062 Penalty: 640.529297
	Iteration 17Q: 3 clusters Score -92640.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -92642.078125 Penalty: 640.529297
	Iteration 18Q: 3 clusters Score -92642.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -92643.523438 Penalty: 640.529297
	Iteration 19Q: 3 clusters Score -92643.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -92644.632812 Penalty: 640.529297
	Iteration 20F: 3 clusters Score -92644.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -92645.593750 Penalty: 640.529297
	Iteration 21Q: 3 clusters Score -92645.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -92647.726562 Penalty: 640.529297
	Iteration 22Q: 3 clusters Score -92647.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92648.078125 Penalty: 640.529297
	Iteration 23Q: 3 clusters Score -92648.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -92649.062500 Penalty: 640.529297
	Iteration 24Q: 3 clusters Score -92649.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -92649.695312 Penalty: 640.529297
	Iteration 25Q: 3 clusters Score -92649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -92650.273438 Penalty: 640.529297
	Iteration 26Q: 3 clusters Score -92650.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -92651.468750 Penalty: 640.529297
	Iteration 27Q: 3 clusters Score -92651.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -92651.828125 Penalty: 640.529297
	Iteration 28Q: 3 clusters Score -92651.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92651.976562 Penalty: 640.529297
	Iteration 29Q: 3 clusters Score -92651.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -92652.085938 Penalty: 640.529297
	Iteration 30Q: 3 clusters Score -92652.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -92652.085938 Penalty: 640.529297
	Iteration 31F: 3 clusters Score -92652.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -12253.033203 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -12253.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11948.656250 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11948.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12049.037109 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -12049.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12105.618164 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -12105.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12153.310547 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -12153.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12173.207031 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -12173.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12195.043945 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -12195.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12222.239258 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -12222.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12231.450195 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -12231.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12235.789062 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -12235.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12239.265625 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -12239.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12248.016602 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -12248.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12251.600586 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -12251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12255.899414 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -12255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12256.280273 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -12256.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12256.280273 Penalty: 495.260010
	Iteration 14F: 3 clusters Score -12256.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 156 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 75 members 
Entering Unmasked Estep 
Score: -14139584.000000 Penalty: 64101.054688
Splitting cluster 71 changes total score from -14139828.000000 to -14139584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -14099.216797 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -14099.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13774.924805 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -13774.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13853.683594 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -13853.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13873.461914 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -13873.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13878.633789 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -13878.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13880.027344 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -13880.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13881.136719 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -13881.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13887.518555 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -13887.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13889.726562 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -13889.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13890.825195 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -13890.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13890.825195 Penalty: 503.538452
	Iteration 9F: 3 clusters Score -13890.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -20199.439453 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -20199.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19806.089844 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -19806.09 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19937.658203 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -19937.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19974.640625 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -19974.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19995.619141 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -19995.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20011.367188 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -20011.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20018.207031 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -20018.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20026.296875 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -20026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20029.769531 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -20029.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20039.082031 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -20039.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20052.404297 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -20052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20066.611328 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -20066.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20071.357422 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -20071.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20071.357422 Penalty: 533.590454
	Iteration 12F: 3 clusters Score -20071.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -30051.521484 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -30051.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29605.492188 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -29605.49 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29712.044922 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -29712.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29735.658203 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -29735.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29749.019531 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -29749.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29758.921875 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -29758.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29766.669922 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -29766.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29769.939453 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -29769.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29772.259766 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -29772.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29775.224609 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -29775.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29777.281250 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -29777.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29779.658203 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -29779.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29780.962891 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -29780.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29781.251953 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -29781.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29781.375000 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -29781.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29781.375000 Penalty: 554.924744
	Iteration 14F: 3 clusters Score -29781.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15375.674805 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -15375.67 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 120 members 
Entering Unmasked Estep 
Score: -15063.248047 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -15063.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15116.434570 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -15116.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15133.166016 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -15133.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15145.062500 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -15145.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15157.509766 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -15157.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15166.498047 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -15166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15168.361328 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -15168.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15171.401367 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -15171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15179.635742 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -15179.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15194.471680 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -15194.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15199.391602 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -15199.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15205.875000 Penalty: 493.268707
	Iteration 11Q: 3 clusters Score -15205.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15214.963867 Penalty: 493.268707
	Iteration 12Q: 3 clusters Score -15214.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15229.708984 Penalty: 493.268707
	Iteration 13Q: 3 clusters Score -15229.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15240.620117 Penalty: 493.268707
	Iteration 14Q: 3 clusters Score -15240.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15242.717773 Penalty: 493.268707
	Iteration 15Q: 3 clusters Score -15242.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15246.019531 Penalty: 493.268707
	Iteration 16Q: 3 clusters Score -15246.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15247.603516 Penalty: 493.268707
	Iteration 17F: 3 clusters Score -15247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15250.645508 Penalty: 493.268707
	Iteration 18Q: 3 clusters Score -15250.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15252.122070 Penalty: 493.268707
	Iteration 19Q: 3 clusters Score -15252.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15252.122070 Penalty: 493.268707
	Iteration 20F: 3 clusters Score -15252.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -13372.261719 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -13372.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13091.236328 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -13091.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13175.692383 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -13175.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13194.665039 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -13194.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13208.445312 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -13208.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13214.930664 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -13214.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13221.273438 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -13221.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13240.981445 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -13240.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13266.230469 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -13266.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13270.767578 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -13270.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13272.524414 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -13272.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13273.521484 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -13273.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13273.521484 Penalty: 490.405548
	Iteration 11F: 3 clusters Score -13273.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -13987.830078 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -13987.83 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 132 members 
Entering Unmasked Estep 
Score: -13660.203125 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13660.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13783.024414 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -13783.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13838.880859 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -13838.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13854.627930 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -13854.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13881.512695 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -13881.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13901.688477 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -13901.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13912.566406 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -13912.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13913.489258 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -13913.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13913.489258 Penalty: 511.785614
	Iteration 8F: 3 clusters Score -13913.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -22084.912109 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -22084.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21694.691406 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -21694.69 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21792.865234 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -21792.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21806.677734 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -21806.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21823.066406 Penalty: 544.308716
	Iteration 3Q: 3 clusters Score -21823.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21839.447266 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -21839.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21849.505859 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -21849.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21852.914062 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -21852.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21855.681641 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -21855.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21856.244141 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -21856.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21856.244141 Penalty: 544.308716
	Iteration 9F: 3 clusters Score -21856.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -24398.527344 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -24398.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23932.818359 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -23932.82 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24067.257812 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -24067.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24096.263672 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -24096.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24109.560547 Penalty: 555.129028
	Iteration 3Q: 3 clusters Score -24109.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24123.992188 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -24123.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24140.427734 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -24140.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24149.982422 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -24149.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24160.669922 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -24160.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24165.853516 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -24165.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24167.886719 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -24167.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24168.302734 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -24168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24169.037109 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -24169.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24169.037109 Penalty: 555.129028
	Iteration 12F: 3 clusters Score -24169.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6547.393555 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6547.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6303.557617 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6303.558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6368.095703 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6368.096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6375.232910 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -6375.233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6379.548340 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6379.548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6384.156738 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6384.157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6398.522949 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -6398.523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6416.792480 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -6416.792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6417.940430 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -6417.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6417.940430 Penalty: 437.165894
	Iteration 8F: 3 clusters Score -6417.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -5522.925293 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -5522.925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5318.035645 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -5318.036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5338.221680 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -5338.222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5347.833496 Penalty: 407.437653
	Iteration 2F: 3 clusters Score -5347.833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5351.951172 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -5351.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5351.951172 Penalty: 407.437653
	Iteration 4F: 3 clusters Score -5351.951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -14768.084961 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -14768.08 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 103 members 
Entering Unmasked Estep 
Score: -14475.278320 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -14475.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14582.758789 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -14582.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14609.440430 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -14609.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14633.857422 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -14633.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14667.583008 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -14667.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14703.300781 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -14703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14723.654297 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -14723.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14750.434570 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -14750.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14756.685547 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -14756.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14757.562500 Penalty: 483.501770
	Iteration 9F: 3 clusters Score -14757.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14765.921875 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -14765.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14771.493164 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -14771.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14780.412109 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -14780.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14780.412109 Penalty: 483.501770
	Iteration 13F: 3 clusters Score -14780.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 67 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 136 members 
Entering Unmasked Estep 
Score: -14139586.000000 Penalty: 64101.054688
Splitting cluster 82 changes total score from -14139828.000000 to -14139586.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -80423.015625 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -80423.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -79450.164062 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -79450.16 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79786.023438 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -79786.02 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79857.593750 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -79857.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79904.296875 Penalty: 654.007996
	Iteration 3F: 3 clusters Score -79904.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79941.437500 Penalty: 654.007996
	Iteration 4Q: 3 clusters Score -79941.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79988.796875 Penalty: 654.007996
	Iteration 5Q: 3 clusters Score -79988.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -80034.757812 Penalty: 654.007996
	Iteration 6Q: 3 clusters Score -80034.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -80071.085938 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -80071.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -80089.492188 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -80089.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -80111.343750 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -80111.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -80120.898438 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -80120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -80125.250000 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -80125.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -80132.101562 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -80132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -80136.640625 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -80136.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -80139.367188 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -80139.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -80143.929688 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -80143.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -80147.289062 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -80147.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -80150.226562 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -80150.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -80151.218750 Penalty: 654.007996
	Iteration 18Q: 3 clusters Score -80151.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -80151.921875 Penalty: 654.007996
	Iteration 19Q: 3 clusters Score -80151.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -80151.921875 Penalty: 654.007996
	Iteration 20F: 3 clusters Score -80151.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (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: -17087.566406 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -17087.57 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: -16727.025391 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -16727.03 nChanged 110
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: -16862.136719 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -16862.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16894.027344 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -16894.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16905.773438 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -16905.77 nChanged 8
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: -16910.968750 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -16910.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16915.792969 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -16915.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16918.919922 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -16918.92 nChanged 5
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: -16923.998047 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -16924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -16930.628906 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -16930.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16931.033203 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -16931.03 nChanged 1
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: -16931.671875 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -16931.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16932.242188 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -16932.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16932.242188 Penalty: 529.357117
	Iteration 12F: 3 clusters Score -16932.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -18712.335938 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -18712.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18405.089844 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -18405.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18470.056641 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -18470.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18496.859375 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -18496.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18513.259766 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -18513.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18517.220703 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -18517.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18519.251953 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -18519.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18522.306641 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -18522.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18534.208984 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -18534.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18540.089844 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -18540.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18544.662109 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -18544.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18552.386719 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -18552.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18559.154297 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -18559.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -18568.912109 Penalty: 498.738159
	Iteration 12Q: 3 clusters Score -18568.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18578.814453 Penalty: 498.738159
	Iteration 13Q: 3 clusters Score -18578.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18578.814453 Penalty: 498.738159
	Iteration 14F: 3 clusters Score -18578.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5442.139648 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5442.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5219.987305 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5219.987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5301.949707 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5301.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5326.212891 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5326.213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5336.101074 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5336.101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5338.453125 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5338.453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5350.686035 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5350.686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5375.953613 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -5375.954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5401.596191 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -5401.596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5404.537598 Penalty: 432.576691
	Iteration 8Q: 3 clusters Score -5404.538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5404.537598 Penalty: 432.576691
	Iteration 9F: 3 clusters Score -5404.538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -10823.350586 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -10823.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10551.179688 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -10551.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10613.910156 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -10613.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10635.235352 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -10635.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10638.551758 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -10638.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10647.979492 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -10647.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10652.727539 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -10652.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10655.108398 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -10655.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10656.912109 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -10656.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10658.705078 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -10658.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10659.422852 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -10659.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10659.799805 Penalty: 467.891388
	Iteration 10Q: 3 clusters Score -10659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10659.799805 Penalty: 467.891388
	Iteration 11F: 3 clusters Score -10659.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7825.686523 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7825.687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7564.551270 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7564.551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7601.684570 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7601.685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7606.652344 Penalty: 460.118378
	Iteration 2Q: 3 clusters Score -7606.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7611.626465 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7611.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7611.626465 Penalty: 460.118378
	Iteration 4F: 3 clusters Score -7611.626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8838.536133 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8838.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8618.301758 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -8618.302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8654.032227 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8654.032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8663.519531 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8663.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8668.380859 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8668.381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8668.380859 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -8668.381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -12828.036133 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -12828.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12534.528320 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -12534.53 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12582.630859 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -12582.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12593.291016 Penalty: 481.690735
	Iteration 2Q: 3 clusters Score -12593.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12606.096680 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -12606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12613.476562 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -12613.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12614.560547 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -12614.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12620.364258 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -12620.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12623.335938 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -12623.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12623.335938 Penalty: 481.690735
	Iteration 8F: 3 clusters Score -12623.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -14781.564453 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -14781.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14454.203125 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -14454.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14549.758789 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -14549.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14600.083984 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -14600.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14615.504883 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -14615.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14627.105469 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -14627.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14632.697266 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -14632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14637.174805 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -14637.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14641.356445 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -14641.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14641.534180 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -14641.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14641.657227 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -14641.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14641.657227 Penalty: 513.413574
	Iteration 10F: 3 clusters Score -14641.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -11758.130859 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -11758.13 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 82 members 
Entering Unmasked Estep 
Score: -11494.860352 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -11494.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11548.349609 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -11548.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11568.643555 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -11568.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11587.641602 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -11587.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11592.055664 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -11592.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11592.055664 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -11592.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -19577.912109 Penalty: 287.101288
	Iteration 0F: 2 clusters Score -19577.91 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 275 members 
Entering Unmasked Estep 
Score: -19084.765625 Penalty: 574.202576
	Iteration 0F: 3 clusters Score -19084.77 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19258.023438 Penalty: 574.202576
	Iteration 1F: 3 clusters Score -19258.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19309.351562 Penalty: 574.202576
	Iteration 2F: 3 clusters Score -19309.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19337.005859 Penalty: 574.202576
	Iteration 3F: 3 clusters Score -19337.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19361.832031 Penalty: 574.202576
	Iteration 4Q: 3 clusters Score -19361.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19384.703125 Penalty: 574.202576
	Iteration 5Q: 3 clusters Score -19384.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19418.642578 Penalty: 574.202576
	Iteration 6Q: 3 clusters Score -19418.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19461.207031 Penalty: 574.202576
	Iteration 7F: 3 clusters Score -19461.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19507.111328 Penalty: 574.202576
	Iteration 8F: 3 clusters Score -19507.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19537.927734 Penalty: 574.202576
	Iteration 9Q: 3 clusters Score -19537.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19549.896484 Penalty: 574.202576
	Iteration 10Q: 3 clusters Score -19549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19553.470703 Penalty: 574.202576
	Iteration 11Q: 3 clusters Score -19553.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19554.650391 Penalty: 574.202576
	Iteration 12Q: 3 clusters Score -19554.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19558.142578 Penalty: 574.202576
	Iteration 13Q: 3 clusters Score -19558.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19560.474609 Penalty: 574.202576
	Iteration 14Q: 3 clusters Score -19560.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19561.251953 Penalty: 574.202576
	Iteration 15Q: 3 clusters Score -19561.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19562.310547 Penalty: 574.202576
	Iteration 16Q: 3 clusters Score -19562.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19562.919922 Penalty: 574.202576
	Iteration 17Q: 3 clusters Score -19562.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19564.423828 Penalty: 574.202576
	Iteration 18Q: 3 clusters Score -19564.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19569.261719 Penalty: 574.202576
	Iteration 19Q: 3 clusters Score -19569.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19577.636719 Penalty: 574.202576
	Iteration 20F: 3 clusters Score -19577.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19592.378906 Penalty: 574.202576
	Iteration 21Q: 3 clusters Score -19592.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19593.849609 Penalty: 574.202576
	Iteration 22Q: 3 clusters Score -19593.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19600.306641 Penalty: 574.202576
	Iteration 23Q: 3 clusters Score -19600.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19602.554688 Penalty: 574.202576
	Iteration 24Q: 3 clusters Score -19602.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19604.648438 Penalty: 574.202576
	Iteration 25Q: 3 clusters Score -19604.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19605.728516 Penalty: 574.202576
	Iteration 26Q: 3 clusters Score -19605.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19606.447266 Penalty: 574.202576
	Iteration 27Q: 3 clusters Score -19606.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19606.558594 Penalty: 574.202576
	Iteration 28Q: 3 clusters Score -19606.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19606.558594 Penalty: 574.202576
	Iteration 29F: 3 clusters Score -19606.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 235 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 315 members 
Entering Unmasked Estep 
Score: -14139657.000000 Penalty: 64101.054688
Splitting cluster 93 changes total score from -14139828.000000 to -14139657.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 94 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -37613.312500 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -37613.31 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 280 members 
Entering Unmasked Estep 
Score: -37064.007812 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -37064.01 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37230.000000 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -37230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37272.503906 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -37272.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37308.476562 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -37308.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37343.820312 Penalty: 580.591187
	Iteration 4F: 3 clusters Score -37343.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37367.441406 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -37367.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37381.308594 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -37381.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37395.101562 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -37395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37400.792969 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -37400.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37406.171875 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -37406.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37412.917969 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -37412.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37417.316406 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -37417.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37423.488281 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -37423.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37426.152344 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -37426.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37426.949219 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -37426.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37427.000000 Penalty: 580.591187
	Iteration 15Q: 3 clusters Score -37427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37427.000000 Penalty: 580.591187
	Iteration 16F: 3 clusters Score -37427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -53078.828125 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -53078.83 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 391 members 
Entering Unmasked Estep 
Score: -52402.421875 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -52402.42 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52673.875000 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -52673.88 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52828.535156 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -52828.54 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52937.199219 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -52937.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53024.792969 Penalty: 604.347534
	Iteration 4F: 3 clusters Score -53024.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53063.207031 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -53063.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53088.261719 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -53088.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53115.875000 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -53115.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53122.007812 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -53122.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53123.328125 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -53123.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53123.472656 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -53123.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53123.472656 Penalty: 604.347534
	Iteration 11F: 3 clusters Score -53123.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 561 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 205 members 
Entering Unmasked Estep 
Score: -14139680.000000 Penalty: 64101.054688
Splitting cluster 95 changes total score from -14139828.000000 to -14139680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (33 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1382.990967 Penalty: 159.091095
	Iteration 0F: 2 clusters Score -1382.991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1366.359741 Penalty: 318.182190
	Iteration 0F: 3 clusters Score -1366.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -1379.274292 Penalty: 318.182190
	Iteration 1F: 3 clusters Score -1379.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -3376.781250 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -3376.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3203.092773 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -3203.093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3316.023438 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -3316.023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3384.116943 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -3384.117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3389.195068 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -3389.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3389.195068 Penalty: 429.383392
	Iteration 4F: 3 clusters Score -3389.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 43 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 69 members 
Entering Unmasked Estep 
Score: -14139558.000000 Penalty: 64101.054688
Splitting cluster 97 changes total score from -14139828.000000 to -14139558.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 98 (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: -24997.492188 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -24997.49 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 189 members 
Entering Unmasked Estep 
Score: -24628.167969 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -24628.17 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24729.566406 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -24729.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24756.324219 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -24756.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24774.345703 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -24774.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24793.900391 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -24793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24811.628906 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -24811.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24829.730469 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -24829.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24846.683594 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -24846.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24858.005859 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -24858.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24861.986328 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -24861.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24861.986328 Penalty: 529.085876
	Iteration 10F: 3 clusters Score -24861.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -7812.773438 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -7812.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7595.502441 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -7595.502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7641.419434 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -7641.419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7655.233887 Penalty: 434.132324
	Iteration 2Q: 3 clusters Score -7655.234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7655.233887 Penalty: 434.132324
	Iteration 3F: 3 clusters Score -7655.234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -5785.279785 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5785.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5558.892578 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -5558.893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5588.303223 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -5588.303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5604.401367 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -5604.401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5609.109375 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -5609.109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5610.021484 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -5610.021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5610.021484 Penalty: 426.073944
	Iteration 5F: 3 clusters Score -5610.021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1326.918091 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1326.918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1230.941284 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1230.941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1244.065552 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1244.066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9847.541016 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9847.541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9603.506836 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9603.507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9666.018555 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9666.019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9682.398438 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -9682.398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9690.286133 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -9690.286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9695.359375 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9695.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9699.086914 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -9699.087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9699.086914 Penalty: 459.536926
	Iteration 6F: 3 clusters Score -9699.087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -34016.156250 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -34016.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33519.015625 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -33519.02 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33653.593750 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -33653.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33718.574219 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -33718.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33778.175781 Penalty: 560.861633
	Iteration 3F: 3 clusters Score -33778.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33847.300781 Penalty: 560.861633
	Iteration 4F: 3 clusters Score -33847.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33878.753906 Penalty: 560.861633
	Iteration 5F: 3 clusters Score -33878.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33893.867188 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -33893.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33901.003906 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -33901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -33905.484375 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -33905.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33911.718750 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -33911.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33917.250000 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -33917.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33920.382812 Penalty: 560.861633
	Iteration 11Q: 3 clusters Score -33920.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33922.125000 Penalty: 560.861633
	Iteration 12Q: 3 clusters Score -33922.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33923.457031 Penalty: 560.861633
	Iteration 13Q: 3 clusters Score -33923.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -33927.925781 Penalty: 560.861633
	Iteration 14Q: 3 clusters Score -33927.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33931.031250 Penalty: 560.861633
	Iteration 15Q: 3 clusters Score -33931.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33931.421875 Penalty: 560.861633
	Iteration 16Q: 3 clusters Score -33931.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33931.421875 Penalty: 560.861633
	Iteration 17F: 3 clusters Score -33931.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6158.720703 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6158.721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5942.731934 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -5942.732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6000.045898 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6000.046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6025.522461 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6025.522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6040.405762 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -6040.406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6051.739258 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6051.739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6053.994629 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6053.995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6053.994629 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -6053.995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2738.939453 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2738.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2608.047607 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2608.048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2641.371582 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2641.372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2647.966797 Penalty: 378.458374
	Iteration 2Q: 3 clusters Score -2647.967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2647.966797 Penalty: 378.458374
	Iteration 3F: 3 clusters Score -2647.967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (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: -20468.105469 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -20468.11 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 150 members 
Entering Unmasked Estep 
Score: -20091.582031 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -20091.58 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20194.437500 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -20194.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20222.984375 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -20222.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20233.992188 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -20233.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20242.816406 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -20242.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20246.425781 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -20246.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20249.974609 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -20249.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20252.757812 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -20252.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20256.457031 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -20256.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20259.550781 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -20259.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20260.750000 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -20260.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20262.058594 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -20262.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20264.808594 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -20264.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20268.210938 Penalty: 519.949707
	Iteration 13Q: 3 clusters Score -20268.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20269.277344 Penalty: 519.949707
	Iteration 14Q: 3 clusters Score -20269.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20269.824219 Penalty: 519.949707
	Iteration 15Q: 3 clusters Score -20269.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20277.050781 Penalty: 519.949707
	Iteration 16Q: 3 clusters Score -20277.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20279.785156 Penalty: 519.949707
	Iteration 17Q: 3 clusters Score -20279.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20281.416016 Penalty: 519.949707
	Iteration 18Q: 3 clusters Score -20281.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20281.609375 Penalty: 519.949707
	Iteration 19Q: 3 clusters Score -20281.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20281.609375 Penalty: 519.949707
	Iteration 20F: 3 clusters Score -20281.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13991.680664 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13991.68 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 124 members 
Entering Unmasked Estep 
Score: -13635.325195 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13635.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13720.301758 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13720.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13785.516602 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13785.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13850.287109 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -13850.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13888.715820 Penalty: 514.695251
	Iteration 4F: 3 clusters Score -13888.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13939.178711 Penalty: 514.695251
	Iteration 5F: 3 clusters Score -13939.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13967.723633 Penalty: 514.695251
	Iteration 6F: 3 clusters Score -13967.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13982.069336 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -13982.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13997.431641 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -13997.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14003.186523 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -14003.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14003.186523 Penalty: 514.695251
	Iteration 10F: 3 clusters Score -14003.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 101 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 185 members 
Entering Unmasked Estep 
Score: -14139598.000000 Penalty: 64101.054688
Splitting cluster 107 changes total score from -14139828.000000 to -14139598.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 108 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -25146.246094 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -25146.25 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 200 members 
Entering Unmasked Estep 
Score: -24743.853516 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -24743.85 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24892.832031 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -24892.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24932.800781 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -24932.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24956.603516 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -24956.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24998.390625 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -24998.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25055.478516 Penalty: 542.451477
	Iteration 5F: 3 clusters Score -25055.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25070.488281 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -25070.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25084.601562 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -25084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25099.681641 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -25099.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25120.205078 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -25120.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25134.619141 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -25134.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25139.962891 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -25139.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25141.562500 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -25141.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25141.562500 Penalty: 542.451477
	Iteration 13F: 3 clusters Score -25141.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -21005.519531 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -21005.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20659.259766 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -20659.26 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20732.902344 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -20732.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20760.875000 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -20760.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20768.523438 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -20768.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20776.613281 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -20776.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20787.412109 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -20787.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20798.052734 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -20798.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20800.800781 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -20800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20804.134766 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -20804.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20805.417969 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -20805.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20805.564453 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -20805.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20805.564453 Penalty: 511.456482
	Iteration 11F: 3 clusters Score -20805.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -8752.856445 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -8752.856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8511.752930 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -8511.753 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8674.603516 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -8674.604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8715.711914 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -8715.712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8744.116211 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -8744.116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8786.155273 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -8786.155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8819.272461 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -8819.272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8847.018555 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -8847.019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8891.254883 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -8891.255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8923.597656 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -8923.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8926.950195 Penalty: 486.586761
	Iteration 9Q: 3 clusters Score -8926.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8928.783203 Penalty: 486.586761
	Iteration 10Q: 3 clusters Score -8928.783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8928.783203 Penalty: 486.586761
	Iteration 11F: 3 clusters Score -8928.783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 113 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 105 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 97 members 
Entering Unmasked Estep 
Score: -14139754.000000 Penalty: 64101.054688
Splitting cluster 110 changes total score from -14139828.000000 to -14139754.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 111 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -4994.595703 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -4994.596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4784.331543 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -4784.332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4820.560059 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -4820.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4824.823242 Penalty: 427.743713
	Iteration 2Q: 3 clusters Score -4824.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4824.823242 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -4824.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 122 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 112 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 210 members 
Mstep: Class 111 contains 110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139898.000000 Penalty: 63538.765625
Iteration 258F: 114 clusters Score -1.41399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 124 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 208 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139902.000000 Penalty: 63538.765625
Iteration 259Q: 114 clusters Score -1.41399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139910.000000 Penalty: 63538.765625
Iteration 260F: 114 clusters Score -1.413991e+07 nChanged 0
Entering ConstructFrom: 
Score: -14139910.000000 Penalty: 63538.765625
Entering ConstructFrom: 
Trying to split cluster 1 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -32683.804688 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -32683.8 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 291 members 
Entering Unmasked Estep 
Score: -32159.228516 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -32159.23 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32350.791016 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -32350.79 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32403.769531 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -32403.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32436.085938 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -32436.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32465.839844 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -32465.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32491.445312 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -32491.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32512.544922 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -32512.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32537.537109 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -32537.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32550.365234 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -32550.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32557.072266 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -32557.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32564.660156 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -32564.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32582.888672 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -32582.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32608.488281 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -32608.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32617.412109 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -32617.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32620.216797 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -32620.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32621.914062 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -32621.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32622.263672 Penalty: 577.133057
	Iteration 16Q: 3 clusters Score -32622.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32623.562500 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -32623.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32626.958984 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -32626.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32629.476562 Penalty: 577.133057
	Iteration 19Q: 3 clusters Score -32629.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32629.718750 Penalty: 577.133057
	Iteration 20F: 3 clusters Score -32629.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -27309.089844 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -27309.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26863.513672 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -26863.51 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26962.253906 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -26962.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26988.966797 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -26988.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27009.789062 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -27009.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27020.300781 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -27020.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27032.035156 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -27032.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27040.277344 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -27040.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27043.109375 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -27043.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27043.384766 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -27043.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27044.216797 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -27044.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27046.541016 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -27046.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27049.533203 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -27049.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27050.822266 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -27050.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27050.822266 Penalty: 555.536194
	Iteration 13F: 3 clusters Score -27050.82 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: -16149.354492 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -16149.35 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 159 members 
Entering Unmasked Estep 
Score: -15772.339844 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -15772.34 nChanged 109
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: -15908.181641 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -15908.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16021.950195 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -16021.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16086.744141 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -16086.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16130.242188 Penalty: 524.060059
	Iteration 4F: 3 clusters Score -16130.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16140.618164 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -16140.62 nChanged 5
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: -16145.333984 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -16145.33 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: -16146.642578 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -16146.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16147.985352 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -16147.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16147.985352 Penalty: 524.060059
	Iteration 9F: 3 clusters Score -16147.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -2691.185059 Penalty: 186.292679
	Iteration 0F: 2 clusters Score -2691.185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2671.708740 Penalty: 372.585358
	Iteration 0F: 3 clusters Score -2671.709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: 2885.099609 Penalty: 186.292679
	Iteration 1F: 2 clusters Score 2885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2691.185059 Penalty: 186.292679
	Iteration 2F: 2 clusters Score -2691.185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -34931.003906 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -34931 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 293 members 
Entering Unmasked Estep 
Score: -34410.714844 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -34410.71 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34560.789062 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -34560.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34598.433594 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -34598.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34616.929688 Penalty: 576.166687
	Iteration 3Q: 3 clusters Score -34616.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -34629.335938 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -34629.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -34638.375000 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -34638.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34642.949219 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -34642.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34645.328125 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -34645.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34647.382812 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -34647.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34647.753906 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -34647.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -34648.503906 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -34648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34649.683594 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -34649.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34650.933594 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -34650.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -34651.882812 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -34651.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34652.152344 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -34652.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -34652.757812 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -34652.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -34652.757812 Penalty: 576.166687
	Iteration 16F: 3 clusters Score -34652.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -34500.472656 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -34500.47 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 295 members 
Entering Unmasked Estep 
Score: -33973.335938 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -33973.34 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34147.128906 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -34147.13 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34195.250000 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -34195.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34218.214844 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -34218.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -34226.898438 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -34226.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34235.871094 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -34235.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34245.972656 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -34245.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34252.667969 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -34252.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34258.578125 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -34258.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34264.468750 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -34264.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34270.042969 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -34270.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34271.203125 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -34271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34273.148438 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -34273.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34275.316406 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -34275.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -34277.941406 Penalty: 579.192322
	Iteration 14Q: 3 clusters Score -34277.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34278.445312 Penalty: 579.192322
	Iteration 15Q: 3 clusters Score -34278.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34280.703125 Penalty: 579.192322
	Iteration 16Q: 3 clusters Score -34280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34281.980469 Penalty: 579.192322
	Iteration 17Q: 3 clusters Score -34281.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34281.980469 Penalty: 579.192322
	Iteration 18F: 3 clusters Score -34281.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5040.581543 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5040.582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4831.480469 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4831.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4865.074707 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4865.075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4877.695312 Penalty: 428.567261
	Iteration 2Q: 3 clusters Score -4877.695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4880.010254 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4880.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4880.920410 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -4880.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4880.920410 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -4880.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -40612.160156 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -40612.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40101.992188 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -40101.99 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40222.039062 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -40222.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40259.988281 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -40259.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40277.742188 Penalty: 568.571899
	Iteration 3Q: 3 clusters Score -40277.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40301.675781 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -40301.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40326.972656 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -40326.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40342.312500 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -40342.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40351.703125 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -40351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40352.804688 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -40352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40353.617188 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -40353.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40354.281250 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -40354.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40355.203125 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -40355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40356.277344 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -40356.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40356.390625 Penalty: 568.571899
	Iteration 13Q: 3 clusters Score -40356.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40356.390625 Penalty: 568.571899
	Iteration 14F: 3 clusters Score -40356.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5999.482910 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5999.483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5778.414551 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5778.415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5812.498535 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5812.499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5817.986328 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -5817.986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5839.091309 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5839.091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5842.179688 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5842.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5853.636230 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -5853.636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5857.820801 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -5857.821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5866.217773 Penalty: 440.821045
	Iteration 7Q: 3 clusters Score -5866.218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5869.737305 Penalty: 440.821045
	Iteration 8Q: 3 clusters Score -5869.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5869.737305 Penalty: 440.821045
	Iteration 9F: 3 clusters Score -5869.737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -6543.109375 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -6543.109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6314.569336 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -6314.569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6365.624023 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -6365.624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6387.421387 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -6387.421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6395.629883 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -6395.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6400.935547 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -6400.936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6405.519043 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -6405.519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6405.519043 Penalty: 443.642975
	Iteration 6F: 3 clusters Score -6405.519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -6133.487793 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -6133.488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5900.463379 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5900.463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5937.614258 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5937.614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5939.861328 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5939.861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5939.861328 Penalty: 429.383392
	Iteration 3F: 3 clusters Score -5939.861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (118927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Entering Unmasked Estep 
Score: -7364662.500000 Penalty: 531.725037
	Iteration 0F: 2 clusters Score -7364662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -7290571.000000 Penalty: 1063.450073
	Iteration 0F: 3 clusters Score -7290571 nChanged 58262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -7330086.500000 Penalty: 1063.450073
	Iteration 1F: 3 clusters Score -7330086 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -7335796.500000 Penalty: 1063.450073
	Iteration 2F: 3 clusters Score -7335796 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -7344199.500000 Penalty: 1063.450073
	Iteration 3F: 3 clusters Score -7344200 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -7353593.000000 Penalty: 1063.450073
	Iteration 4F: 3 clusters Score -7353593 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 113330 members 
Entering Unmasked Estep 
Score: -7360555.500000 Penalty: 1063.450073
	Iteration 5F: 3 clusters Score -7360556 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -7363412.000000 Penalty: 1063.450073
	Iteration 6Q: 3 clusters Score -7363412 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -7364020.000000 Penalty: 1063.450073
	Iteration 7Q: 3 clusters Score -7364020 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -7364147.500000 Penalty: 1063.450073
	Iteration 8Q: 3 clusters Score -7364148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 118897 members 
Entering Unmasked Estep 
Score: -7364180.500000 Penalty: 1063.450073
	Iteration 9Q: 3 clusters Score -7364180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -7364199.000000 Penalty: 1063.450073
	Iteration 10Q: 3 clusters Score -7364199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -7364208.500000 Penalty: 1063.450073
	Iteration 11Q: 3 clusters Score -7364208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -7364208.500000 Penalty: 1063.450073
	Iteration 12F: 3 clusters Score -7364208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12414.582031 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12414.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12088.837891 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12088.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12162.031250 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12162.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12186.270508 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12186.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12206.696289 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -12206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12213.999023 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12216.832031 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12216.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12218.983398 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -12218.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12219.269531 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -12219.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12219.269531 Penalty: 497.976624
	Iteration 8F: 3 clusters Score -12219.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -17426.572266 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -17426.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17089.126953 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -17089.13 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17213.859375 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -17213.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17264.216797 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -17264.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -17288.101562 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -17288.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17303.351562 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -17303.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17313.414062 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -17313.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17321.001953 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -17321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17326.144531 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -17326.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17328.218750 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -17328.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17328.878906 Penalty: 519.347046
	Iteration 9Q: 3 clusters Score -17328.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17328.878906 Penalty: 519.347046
	Iteration 10F: 3 clusters Score -17328.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Entering Unmasked Estep 
Score: -1237869.125000 Penalty: 452.171753
	Iteration 0F: 2 clusters Score -1237869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1224027.125000 Penalty: 904.343506
	Iteration 0F: 3 clusters Score -1224027 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1230474.875000 Penalty: 904.343506
	Iteration 1F: 3 clusters Score -1230475 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1231387.000000 Penalty: 904.343506
	Iteration 2F: 3 clusters Score -1231387 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1232531.000000 Penalty: 904.343506
	Iteration 3F: 3 clusters Score -1232531 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1233770.250000 Penalty: 904.343506
	Iteration 4F: 3 clusters Score -1233770 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1234857.500000 Penalty: 904.343506
	Iteration 5F: 3 clusters Score -1234858 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1235680.500000 Penalty: 904.343506
	Iteration 6F: 3 clusters Score -1235680 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1236162.500000 Penalty: 904.343506
	Iteration 7Q: 3 clusters Score -1236162 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1236445.125000 Penalty: 904.343506
	Iteration 8Q: 3 clusters Score -1236445 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1236639.875000 Penalty: 904.343506
	Iteration 9Q: 3 clusters Score -1236640 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1236802.750000 Penalty: 904.343506
	Iteration 10Q: 3 clusters Score -1236803 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1236929.000000 Penalty: 904.343506
	Iteration 11Q: 3 clusters Score -1236929 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1237045.000000 Penalty: 904.343506
	Iteration 12Q: 3 clusters Score -1237045 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1237154.375000 Penalty: 904.343506
	Iteration 13Q: 3 clusters Score -1237154 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1237248.375000 Penalty: 904.343506
	Iteration 14Q: 3 clusters Score -1237248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1237325.250000 Penalty: 904.343506
	Iteration 15Q: 3 clusters Score -1237325 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -1237381.875000 Penalty: 904.343506
	Iteration 16Q: 3 clusters Score -1237382 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1237430.750000 Penalty: 904.343506
	Iteration 17Q: 3 clusters Score -1237431 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -1237460.500000 Penalty: 904.343506
	Iteration 18Q: 3 clusters Score -1237460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1237483.125000 Penalty: 904.343506
	Iteration 19Q: 3 clusters Score -1237483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1237499.125000 Penalty: 904.343506
	Iteration 20F: 3 clusters Score -1237499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1237510.500000 Penalty: 904.343506
	Iteration 21Q: 3 clusters Score -1237510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1237517.000000 Penalty: 904.343506
	Iteration 22Q: 3 clusters Score -1237517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1237524.000000 Penalty: 904.343506
	Iteration 23Q: 3 clusters Score -1237524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1237535.750000 Penalty: 904.343506
	Iteration 24Q: 3 clusters Score -1237536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -1237542.250000 Penalty: 904.343506
	Iteration 25Q: 3 clusters Score -1237542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1237549.000000 Penalty: 904.343506
	Iteration 26Q: 3 clusters Score -1237549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1237554.375000 Penalty: 904.343506
	Iteration 27Q: 3 clusters Score -1237554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -1237564.125000 Penalty: 904.343506
	Iteration 28Q: 3 clusters Score -1237564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1237567.250000 Penalty: 904.343506
	Iteration 29Q: 3 clusters Score -1237567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -1237571.500000 Penalty: 904.343506
	Iteration 30Q: 3 clusters Score -1237572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1237577.625000 Penalty: 904.343506
	Iteration 31Q: 3 clusters Score -1237578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1237582.000000 Penalty: 904.343506
	Iteration 32Q: 3 clusters Score -1237582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1237583.875000 Penalty: 904.343506
	Iteration 33Q: 3 clusters Score -1237584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1237587.375000 Penalty: 904.343506
	Iteration 34Q: 3 clusters Score -1237587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1237590.250000 Penalty: 904.343506
	Iteration 35Q: 3 clusters Score -1237590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1237591.375000 Penalty: 904.343506
	Iteration 36Q: 3 clusters Score -1237591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -1237591.250000 Penalty: 904.343506
	Iteration 37Q: 3 clusters Score -1237591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1237592.500000 Penalty: 904.343506
	Iteration 38Q: 3 clusters Score -1237592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1237593.625000 Penalty: 904.343506
	Iteration 39Q: 3 clusters Score -1237594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1237594.000000 Penalty: 904.343506
	Iteration 40F: 3 clusters Score -1237594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1237593.500000 Penalty: 904.343506
	Iteration 41Q: 3 clusters Score -1237594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1237595.000000 Penalty: 904.343506
	Iteration 42Q: 3 clusters Score -1237595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1237595.375000 Penalty: 904.343506
	Iteration 43Q: 3 clusters Score -1237595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1237594.500000 Penalty: 904.343506
	Iteration 44Q: 3 clusters Score -1237594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1237592.375000 Penalty: 904.343506
	Iteration 45Q: 3 clusters Score -1237592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1237598.625000 Penalty: 904.343506
	Iteration 46Q: 3 clusters Score -1237599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -1237600.250000 Penalty: 904.343506
	Iteration 47Q: 3 clusters Score -1237600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -1237604.500000 Penalty: 904.343506
	Iteration 48Q: 3 clusters Score -1237604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1237606.750000 Penalty: 904.343506
	Iteration 49Q: 3 clusters Score -1237607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1237606.875000 Penalty: 904.343506
	Iteration 50Q: 3 clusters Score -1237607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -1237611.500000 Penalty: 904.343506
	Iteration 51Q: 3 clusters Score -1237612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -1237612.250000 Penalty: 904.343506
	Iteration 52Q: 3 clusters Score -1237612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1237614.875000 Penalty: 904.343506
	Iteration 53Q: 3 clusters Score -1237615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1237617.750000 Penalty: 904.343506
	Iteration 54Q: 3 clusters Score -1237618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1237619.750000 Penalty: 904.343506
	Iteration 55Q: 3 clusters Score -1237620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -1237620.875000 Penalty: 904.343506
	Iteration 56Q: 3 clusters Score -1237621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -1237620.750000 Penalty: 904.343506
	Iteration 57Q: 3 clusters Score -1237621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -1237619.500000 Penalty: 904.343506
	Iteration 58Q: 3 clusters Score -1237620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -1237618.750000 Penalty: 904.343506
	Iteration 59Q: 3 clusters Score -1237619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1237619.375000 Penalty: 904.343506
	Iteration 60F: 3 clusters Score -1237619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1237620.500000 Penalty: 904.343506
	Iteration 61Q: 3 clusters Score -1237620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1237619.750000 Penalty: 904.343506
	Iteration 62Q: 3 clusters Score -1237620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1237621.375000 Penalty: 904.343506
	Iteration 63Q: 3 clusters Score -1237621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1237621.125000 Penalty: 904.343506
	Iteration 64Q: 3 clusters Score -1237621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1237621.125000 Penalty: 904.343506
	Iteration 65F: 3 clusters Score -1237621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -6570.167969 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -6570.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6355.497559 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -6355.498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6398.649902 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -6398.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6406.268066 Penalty: 454.129395
	Iteration 2Q: 3 clusters Score -6406.268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6413.346191 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -6413.346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6420.582520 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -6420.583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6422.211426 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -6422.211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6426.210449 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -6426.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6432.100098 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -6432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6432.100098 Penalty: 454.129395
	Iteration 8F: 3 clusters Score -6432.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -20502.689453 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -20502.69 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 251 members 
Entering Unmasked Estep 
Score: -20038.953125 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -20038.95 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20200.724609 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -20200.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -20234.875000 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -20234.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20251.869141 Penalty: 557.146851
	Iteration 3Q: 3 clusters Score -20251.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -20260.363281 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -20260.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -20265.921875 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -20265.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20267.306641 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -20267.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20267.306641 Penalty: 557.146851
	Iteration 7F: 3 clusters Score -20267.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -19606.146484 Penalty: 258.136200
	Iteration 0F: 2 clusters Score -19606.15 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 147 members 
Entering Unmasked Estep 
Score: -19253.464844 Penalty: 516.272400
	Iteration 0F: 3 clusters Score -19253.46 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19385.603516 Penalty: 516.272400
	Iteration 1F: 3 clusters Score -19385.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19448.548828 Penalty: 516.272400
	Iteration 2F: 3 clusters Score -19448.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19483.820312 Penalty: 516.272400
	Iteration 3F: 3 clusters Score -19483.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19500.587891 Penalty: 516.272400
	Iteration 4Q: 3 clusters Score -19500.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19506.726562 Penalty: 516.272400
	Iteration 5Q: 3 clusters Score -19506.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19509.003906 Penalty: 516.272400
	Iteration 6Q: 3 clusters Score -19509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19511.128906 Penalty: 516.272400
	Iteration 7Q: 3 clusters Score -19511.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19511.128906 Penalty: 516.272400
	Iteration 8F: 3 clusters Score -19511.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -34641.152344 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -34641.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34125.742188 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -34125.74 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34242.609375 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -34242.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34281.218750 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -34281.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34301.687500 Penalty: 577.133057
	Iteration 3Q: 3 clusters Score -34301.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34318.851562 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -34318.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34344.593750 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -34344.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34373.132812 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -34373.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34389.292969 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -34389.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34397.589844 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -34397.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34404.777344 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -34404.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34414.957031 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -34414.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34427.312500 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -34427.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34447.812500 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -34447.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34460.597656 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -34460.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34480.500000 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -34480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34507.503906 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -34507.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34532.691406 Penalty: 577.133057
	Iteration 16Q: 3 clusters Score -34532.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34541.347656 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -34541.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34544.234375 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -34544.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34545.265625 Penalty: 577.133057
	Iteration 19Q: 3 clusters Score -34545.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34545.265625 Penalty: 577.133057
	Iteration 20F: 3 clusters Score -34545.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -39516.750000 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -39516.75 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 277 members 
Entering Unmasked Estep 
Score: -38993.914062 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -38993.91 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39154.855469 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -39154.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39199.960938 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -39199.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39234.460938 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -39234.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39273.238281 Penalty: 576.166687
	Iteration 4F: 3 clusters Score -39273.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39307.066406 Penalty: 576.166687
	Iteration 5F: 3 clusters Score -39307.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39324.503906 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -39324.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39338.128906 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -39338.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39342.750000 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -39342.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39343.425781 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -39343.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39343.425781 Penalty: 576.166687
	Iteration 10F: 3 clusters Score -39343.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -484527.156250 Penalty: 412.802002
	Iteration 0F: 2 clusters Score -484527.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -478742.000000 Penalty: 825.604004
	Iteration 0F: 3 clusters Score -478742 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -481418.312500 Penalty: 825.604004
	Iteration 1F: 3 clusters Score -481418.3 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -482013.625000 Penalty: 825.604004
	Iteration 2F: 3 clusters Score -482013.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -482654.843750 Penalty: 825.604004
	Iteration 3F: 3 clusters Score -482654.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -483244.718750 Penalty: 825.604004
	Iteration 4F: 3 clusters Score -483244.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -483649.687500 Penalty: 825.604004
	Iteration 5F: 3 clusters Score -483649.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -483904.062500 Penalty: 825.604004
	Iteration 6Q: 3 clusters Score -483904.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -484040.593750 Penalty: 825.604004
	Iteration 7Q: 3 clusters Score -484040.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -484098.875000 Penalty: 825.604004
	Iteration 8Q: 3 clusters Score -484098.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -484145.156250 Penalty: 825.604004
	Iteration 9Q: 3 clusters Score -484145.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -484178.656250 Penalty: 825.604004
	Iteration 10Q: 3 clusters Score -484178.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -484200.156250 Penalty: 825.604004
	Iteration 11Q: 3 clusters Score -484200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -484215.750000 Penalty: 825.604004
	Iteration 12Q: 3 clusters Score -484215.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -484225.000000 Penalty: 825.604004
	Iteration 13Q: 3 clusters Score -484225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -484233.343750 Penalty: 825.604004
	Iteration 14Q: 3 clusters Score -484233.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -484244.781250 Penalty: 825.604004
	Iteration 15Q: 3 clusters Score -484244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -484249.687500 Penalty: 825.604004
	Iteration 16Q: 3 clusters Score -484249.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -484254.562500 Penalty: 825.604004
	Iteration 17Q: 3 clusters Score -484254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -484257.406250 Penalty: 825.604004
	Iteration 18Q: 3 clusters Score -484257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -484259.968750 Penalty: 825.604004
	Iteration 19Q: 3 clusters Score -484260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -484260.968750 Penalty: 825.604004
	Iteration 20F: 3 clusters Score -484261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -484261.156250 Penalty: 825.604004
	Iteration 21Q: 3 clusters Score -484261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -484263.593750 Penalty: 825.604004
	Iteration 22Q: 3 clusters Score -484263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -484264.437500 Penalty: 825.604004
	Iteration 23Q: 3 clusters Score -484264.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -484264.437500 Penalty: 825.604004
	Iteration 24F: 3 clusters Score -484264.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -64852.269531 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -64852.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -63994.273438 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -63994.27 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -64222.136719 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -64222.14 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -64256.957031 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -64256.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -64279.636719 Penalty: 636.364380
	Iteration 3Q: 3 clusters Score -64279.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -64294.593750 Penalty: 636.364380
	Iteration 4Q: 3 clusters Score -64294.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -64306.167969 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -64306.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -64318.390625 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -64318.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64328.687500 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -64328.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -64342.941406 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -64342.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -64358.882812 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -64358.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64375.628906 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -64375.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -64389.738281 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -64389.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64402.824219 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -64402.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64421.125000 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -64421.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64435.480469 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -64435.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -64451.050781 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -64451.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64462.972656 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -64462.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64471.855469 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -64471.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64476.070312 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -64476.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -64480.476562 Penalty: 636.364380
	Iteration 19Q: 3 clusters Score -64480.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64484.734375 Penalty: 636.364380
	Iteration 20F: 3 clusters Score -64484.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64486.949219 Penalty: 636.364380
	Iteration 21Q: 3 clusters Score -64486.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -64488.707031 Penalty: 636.364380
	Iteration 22Q: 3 clusters Score -64488.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -64489.519531 Penalty: 636.364380
	Iteration 23Q: 3 clusters Score -64489.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64489.679688 Penalty: 636.364380
	Iteration 24Q: 3 clusters Score -64489.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -64489.679688 Penalty: 636.364380
	Iteration 25F: 3 clusters Score -64489.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Entering Unmasked Estep 
Score: -1593.421021 Penalty: 170.063965
	Iteration 0F: 2 clusters Score -1593.421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1488.718872 Penalty: 340.127930
	Iteration 0F: 3 clusters Score -1488.719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1528.426880 Penalty: 340.127930
	Iteration 1F: 3 clusters Score -1528.427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5572.036621 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5572.037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5385.837402 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5385.837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5437.251465 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5437.251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5466.608398 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5466.608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5480.423340 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5480.423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5481.763672 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5481.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5481.763672 Penalty: 427.743713
	Iteration 5F: 3 clusters Score -5481.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -35731.320312 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -35731.32 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 281 members 
Entering Unmasked Estep 
Score: -35179.832031 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -35179.83 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35326.050781 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -35326.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35359.136719 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -35359.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35379.304688 Penalty: 578.878540
	Iteration 3F: 3 clusters Score -35379.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35400.289062 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -35400.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35415.000000 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -35415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35424.996094 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -35425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35439.566406 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -35439.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35444.441406 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -35444.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35455.679688 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -35455.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35480.289062 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -35480.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35513.214844 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -35513.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35536.335938 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -35536.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35573.078125 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -35573.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35611.664062 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -35611.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -35640.453125 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -35640.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35659.117188 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -35659.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35672.613281 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -35672.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35679.542969 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -35679.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35682.261719 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -35682.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35683.449219 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -35683.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35684.335938 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -35684.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35684.335938 Penalty: 578.878540
	Iteration 22F: 3 clusters Score -35684.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -26731.390625 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -26731.39 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 244 members 
Entering Unmasked Estep 
Score: -26293.486328 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -26293.49 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26595.449219 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -26595.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26689.908203 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -26689.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26746.744141 Penalty: 567.687561
	Iteration 3F: 3 clusters Score -26746.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -26798.218750 Penalty: 567.687561
	Iteration 4F: 3 clusters Score -26798.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26833.820312 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -26833.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -26845.458984 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -26845.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26850.904297 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -26850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -26853.423828 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -26853.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26854.884766 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -26854.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26855.250000 Penalty: 567.687561
	Iteration 10Q: 3 clusters Score -26855.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26855.250000 Penalty: 567.687561
	Iteration 11F: 3 clusters Score -26855.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 179 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 333 members 
Entering Unmasked Estep 
Score: -14139752.000000 Penalty: 64101.054688
Splitting cluster 26 changes total score from -14139910.000000 to -14139752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -167132.546875 Penalty: 346.226166
	Iteration 0F: 2 clusters Score -167132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -165671.421875 Penalty: 692.452332
	Iteration 0F: 3 clusters Score -165671.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -166098.671875 Penalty: 692.452332
	Iteration 1F: 3 clusters Score -166098.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -166172.734375 Penalty: 692.452332
	Iteration 2F: 3 clusters Score -166172.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -166247.578125 Penalty: 692.452332
	Iteration 3F: 3 clusters Score -166247.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -166325.500000 Penalty: 692.452332
	Iteration 4F: 3 clusters Score -166325.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -166389.609375 Penalty: 692.452332
	Iteration 5F: 3 clusters Score -166389.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -166450.156250 Penalty: 692.452332
	Iteration 6Q: 3 clusters Score -166450.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -166504.203125 Penalty: 692.452332
	Iteration 7Q: 3 clusters Score -166504.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -166544.843750 Penalty: 692.452332
	Iteration 8Q: 3 clusters Score -166544.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -166577.859375 Penalty: 692.452332
	Iteration 9Q: 3 clusters Score -166577.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166615.046875 Penalty: 692.452332
	Iteration 10Q: 3 clusters Score -166615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -166636.937500 Penalty: 692.452332
	Iteration 11Q: 3 clusters Score -166636.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -166656.312500 Penalty: 692.452332
	Iteration 12Q: 3 clusters Score -166656.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -166668.734375 Penalty: 692.452332
	Iteration 13Q: 3 clusters Score -166668.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -166676.312500 Penalty: 692.452332
	Iteration 14Q: 3 clusters Score -166676.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -166680.796875 Penalty: 692.452332
	Iteration 15Q: 3 clusters Score -166680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -166683.718750 Penalty: 692.452332
	Iteration 16Q: 3 clusters Score -166683.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -166688.562500 Penalty: 692.452332
	Iteration 17Q: 3 clusters Score -166688.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -166693.875000 Penalty: 692.452332
	Iteration 18Q: 3 clusters Score -166693.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166697.484375 Penalty: 692.452332
	Iteration 19Q: 3 clusters Score -166697.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -166703.031250 Penalty: 692.452332
	Iteration 20F: 3 clusters Score -166703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166710.453125 Penalty: 692.452332
	Iteration 21Q: 3 clusters Score -166710.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -166719.921875 Penalty: 692.452332
	Iteration 22Q: 3 clusters Score -166719.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -166727.515625 Penalty: 692.452332
	Iteration 23Q: 3 clusters Score -166727.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -166742.937500 Penalty: 692.452332
	Iteration 24Q: 3 clusters Score -166742.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -166752.031250 Penalty: 692.452332
	Iteration 25Q: 3 clusters Score -166752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -166758.687500 Penalty: 692.452332
	Iteration 26Q: 3 clusters Score -166758.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -166769.578125 Penalty: 692.452332
	Iteration 27Q: 3 clusters Score -166769.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -166777.531250 Penalty: 692.452332
	Iteration 28Q: 3 clusters Score -166777.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -166782.687500 Penalty: 692.452332
	Iteration 29Q: 3 clusters Score -166782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -166787.453125 Penalty: 692.452332
	Iteration 30Q: 3 clusters Score -166787.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166792.687500 Penalty: 692.452332
	Iteration 31Q: 3 clusters Score -166792.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -166796.437500 Penalty: 692.452332
	Iteration 32Q: 3 clusters Score -166796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -166799.453125 Penalty: 692.452332
	Iteration 33Q: 3 clusters Score -166799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -166802.937500 Penalty: 692.452332
	Iteration 34Q: 3 clusters Score -166802.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -166806.796875 Penalty: 692.452332
	Iteration 35Q: 3 clusters Score -166806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -166811.328125 Penalty: 692.452332
	Iteration 36Q: 3 clusters Score -166811.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -166815.140625 Penalty: 692.452332
	Iteration 37Q: 3 clusters Score -166815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -166816.906250 Penalty: 692.452332
	Iteration 38Q: 3 clusters Score -166816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -166821.015625 Penalty: 692.452332
	Iteration 39Q: 3 clusters Score -166821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -166829.984375 Penalty: 692.452332
	Iteration 40F: 3 clusters Score -166830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -166839.703125 Penalty: 692.452332
	Iteration 41Q: 3 clusters Score -166839.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -166844.812500 Penalty: 692.452332
	Iteration 42Q: 3 clusters Score -166844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -166853.890625 Penalty: 692.452332
	Iteration 43Q: 3 clusters Score -166853.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -166863.109375 Penalty: 692.452332
	Iteration 44Q: 3 clusters Score -166863.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -166870.875000 Penalty: 692.452332
	Iteration 45Q: 3 clusters Score -166870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -166877.625000 Penalty: 692.452332
	Iteration 46Q: 3 clusters Score -166877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -166883.656250 Penalty: 692.452332
	Iteration 47Q: 3 clusters Score -166883.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -166888.671875 Penalty: 692.452332
	Iteration 48Q: 3 clusters Score -166888.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -166892.640625 Penalty: 692.452332
	Iteration 49Q: 3 clusters Score -166892.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -166896.781250 Penalty: 692.452332
	Iteration 50Q: 3 clusters Score -166896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -166897.906250 Penalty: 692.452332
	Iteration 51Q: 3 clusters Score -166897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -166898.500000 Penalty: 692.452332
	Iteration 52Q: 3 clusters Score -166898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -166898.625000 Penalty: 692.452332
	Iteration 53Q: 3 clusters Score -166898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -166898.625000 Penalty: 692.452332
	Iteration 54F: 3 clusters Score -166898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -102756.734375 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -102756.7 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 868 members 
Entering Unmasked Estep 
Score: -101523.195312 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -101523.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -101911.007812 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -101911 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -102019.234375 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -102019.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -102125.867188 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -102125.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -102191.062500 Penalty: 676.086365
	Iteration 4F: 3 clusters Score -102191.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -102232.953125 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -102233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -102258.789062 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -102258.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -102279.570312 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -102279.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -102301.523438 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -102301.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -102316.523438 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -102316.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -102327.250000 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -102327.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -102335.132812 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -102335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -102341.820312 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -102341.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -102350.117188 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -102350.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -102358.757812 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -102358.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -102376.296875 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -102376.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -102390.421875 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -102390.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -102401.132812 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -102401.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -102408.296875 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -102408.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -102418.492188 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -102418.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -102429.203125 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -102429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -102438.804688 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -102438.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -102447.093750 Penalty: 676.086365
	Iteration 22Q: 3 clusters Score -102447.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -102457.585938 Penalty: 676.086365
	Iteration 23Q: 3 clusters Score -102457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -102463.750000 Penalty: 676.086365
	Iteration 24Q: 3 clusters Score -102463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -102467.820312 Penalty: 676.086365
	Iteration 25Q: 3 clusters Score -102467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -102470.820312 Penalty: 676.086365
	Iteration 26Q: 3 clusters Score -102470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -102472.382812 Penalty: 676.086365
	Iteration 27Q: 3 clusters Score -102472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -102473.578125 Penalty: 676.086365
	Iteration 28Q: 3 clusters Score -102473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -102474.328125 Penalty: 676.086365
	Iteration 29Q: 3 clusters Score -102474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -102474.328125 Penalty: 676.086365
	Iteration 30F: 3 clusters Score -102474.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -39925.503906 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -39925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39320.496094 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -39320.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39522.152344 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -39522.15 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -39615.125000 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -39615.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -39672.441406 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -39672.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -39707.781250 Penalty: 598.585388
	Iteration 4F: 3 clusters Score -39707.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -39743.707031 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -39743.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -39775.746094 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -39775.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -39793.949219 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -39793.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -39808.875000 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -39808.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -39814.164062 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -39814.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -39815.675781 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -39815.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -39816.964844 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -39816.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -39817.101562 Penalty: 598.585388
	Iteration 12Q: 3 clusters Score -39817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -39817.101562 Penalty: 598.585388
	Iteration 13F: 3 clusters Score -39817.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -7314.608398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -7314.608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7084.062500 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -7084.062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7140.067383 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -7140.067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7142.359375 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -7142.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7144.564453 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -7144.564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7144.564453 Penalty: 437.908783
	Iteration 4F: 3 clusters Score -7144.564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -1357484.500000 Penalty: 453.001648
	Iteration 0F: 2 clusters Score -1357484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1343435.625000 Penalty: 906.003296
	Iteration 0F: 3 clusters Score -1343436 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1349852.625000 Penalty: 906.003296
	Iteration 1F: 3 clusters Score -1349853 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1350418.250000 Penalty: 906.003296
	Iteration 2F: 3 clusters Score -1350418 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1351167.875000 Penalty: 906.003296
	Iteration 3F: 3 clusters Score -1351168 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1352162.000000 Penalty: 906.003296
	Iteration 4F: 3 clusters Score -1352162 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1353254.250000 Penalty: 906.003296
	Iteration 5F: 3 clusters Score -1353254 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1354052.000000 Penalty: 906.003296
	Iteration 6F: 3 clusters Score -1354052 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1354408.750000 Penalty: 906.003296
	Iteration 7Q: 3 clusters Score -1354409 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1354546.625000 Penalty: 906.003296
	Iteration 8Q: 3 clusters Score -1354547 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1354616.125000 Penalty: 906.003296
	Iteration 9Q: 3 clusters Score -1354616 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1354669.875000 Penalty: 906.003296
	Iteration 10Q: 3 clusters Score -1354670 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1354697.000000 Penalty: 906.003296
	Iteration 11Q: 3 clusters Score -1354697 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1354727.500000 Penalty: 906.003296
	Iteration 12Q: 3 clusters Score -1354728 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1354754.500000 Penalty: 906.003296
	Iteration 13Q: 3 clusters Score -1354754 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1354778.375000 Penalty: 906.003296
	Iteration 14Q: 3 clusters Score -1354778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1354808.625000 Penalty: 906.003296
	Iteration 15Q: 3 clusters Score -1354809 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1354825.750000 Penalty: 906.003296
	Iteration 16Q: 3 clusters Score -1354826 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1354848.125000 Penalty: 906.003296
	Iteration 17Q: 3 clusters Score -1354848 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1354862.750000 Penalty: 906.003296
	Iteration 18Q: 3 clusters Score -1354863 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1354883.125000 Penalty: 906.003296
	Iteration 19Q: 3 clusters Score -1354883 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1354907.125000 Penalty: 906.003296
	Iteration 20F: 3 clusters Score -1354907 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1354930.000000 Penalty: 906.003296
	Iteration 21Q: 3 clusters Score -1354930 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1354963.000000 Penalty: 906.003296
	Iteration 22Q: 3 clusters Score -1354963 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1354994.250000 Penalty: 906.003296
	Iteration 23Q: 3 clusters Score -1354994 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1355015.375000 Penalty: 906.003296
	Iteration 24Q: 3 clusters Score -1355015 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1355051.625000 Penalty: 906.003296
	Iteration 25Q: 3 clusters Score -1355052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1355070.375000 Penalty: 906.003296
	Iteration 26Q: 3 clusters Score -1355070 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1355104.375000 Penalty: 906.003296
	Iteration 27Q: 3 clusters Score -1355104 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1355145.875000 Penalty: 906.003296
	Iteration 28Q: 3 clusters Score -1355146 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1355179.125000 Penalty: 906.003296
	Iteration 29Q: 3 clusters Score -1355179 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1355221.250000 Penalty: 906.003296
	Iteration 30Q: 3 clusters Score -1355221 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1355276.125000 Penalty: 906.003296
	Iteration 31Q: 3 clusters Score -1355276 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1355332.750000 Penalty: 906.003296
	Iteration 32Q: 3 clusters Score -1355333 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1355383.500000 Penalty: 906.003296
	Iteration 33Q: 3 clusters Score -1355384 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1355445.500000 Penalty: 906.003296
	Iteration 34Q: 3 clusters Score -1355446 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1355512.625000 Penalty: 906.003296
	Iteration 35Q: 3 clusters Score -1355513 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1355585.000000 Penalty: 906.003296
	Iteration 36Q: 3 clusters Score -1355585 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1355655.000000 Penalty: 906.003296
	Iteration 37Q: 3 clusters Score -1355655 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1355744.875000 Penalty: 906.003296
	Iteration 38Q: 3 clusters Score -1355745 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1355835.875000 Penalty: 906.003296
	Iteration 39Q: 3 clusters Score -1355836 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1355945.500000 Penalty: 906.003296
	Iteration 40F: 3 clusters Score -1355946 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1356072.000000 Penalty: 906.003296
	Iteration 41Q: 3 clusters Score -1356072 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1356212.000000 Penalty: 906.003296
	Iteration 42Q: 3 clusters Score -1356212 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1356336.500000 Penalty: 906.003296
	Iteration 43Q: 3 clusters Score -1356336 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1356461.750000 Penalty: 906.003296
	Iteration 44Q: 3 clusters Score -1356462 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1356538.875000 Penalty: 906.003296
	Iteration 45Q: 3 clusters Score -1356539 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1356619.750000 Penalty: 906.003296
	Iteration 46Q: 3 clusters Score -1356620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -1356684.875000 Penalty: 906.003296
	Iteration 47Q: 3 clusters Score -1356685 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1356754.750000 Penalty: 906.003296
	Iteration 48Q: 3 clusters Score -1356755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1356825.500000 Penalty: 906.003296
	Iteration 49Q: 3 clusters Score -1356826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1356878.875000 Penalty: 906.003296
	Iteration 50Q: 3 clusters Score -1356879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1356918.250000 Penalty: 906.003296
	Iteration 51Q: 3 clusters Score -1356918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -1356966.000000 Penalty: 906.003296
	Iteration 52Q: 3 clusters Score -1356966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -1357001.000000 Penalty: 906.003296
	Iteration 53Q: 3 clusters Score -1357001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -1357023.875000 Penalty: 906.003296
	Iteration 54Q: 3 clusters Score -1357024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -1357044.625000 Penalty: 906.003296
	Iteration 55Q: 3 clusters Score -1357045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -1357065.125000 Penalty: 906.003296
	Iteration 56Q: 3 clusters Score -1357065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -1357083.000000 Penalty: 906.003296
	Iteration 57Q: 3 clusters Score -1357083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1357091.750000 Penalty: 906.003296
	Iteration 58Q: 3 clusters Score -1357092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1357100.875000 Penalty: 906.003296
	Iteration 59Q: 3 clusters Score -1357101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1357106.875000 Penalty: 906.003296
	Iteration 60F: 3 clusters Score -1357107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1357111.000000 Penalty: 906.003296
	Iteration 61Q: 3 clusters Score -1357111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1357111.625000 Penalty: 906.003296
	Iteration 62Q: 3 clusters Score -1357112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1357114.250000 Penalty: 906.003296
	Iteration 63Q: 3 clusters Score -1357114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1357118.625000 Penalty: 906.003296
	Iteration 64Q: 3 clusters Score -1357119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -1357120.000000 Penalty: 906.003296
	Iteration 65Q: 3 clusters Score -1357120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1357122.750000 Penalty: 906.003296
	Iteration 66Q: 3 clusters Score -1357123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1357123.375000 Penalty: 906.003296
	Iteration 67Q: 3 clusters Score -1357123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1357126.000000 Penalty: 906.003296
	Iteration 68Q: 3 clusters Score -1357126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -1357126.875000 Penalty: 906.003296
	Iteration 69Q: 3 clusters Score -1357127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1357130.250000 Penalty: 906.003296
	Iteration 70Q: 3 clusters Score -1357130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1357133.250000 Penalty: 906.003296
	Iteration 71Q: 3 clusters Score -1357133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1357133.125000 Penalty: 906.003296
	Iteration 72Q: 3 clusters Score -1357133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1357137.625000 Penalty: 906.003296
	Iteration 73Q: 3 clusters Score -1357138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -1357138.500000 Penalty: 906.003296
	Iteration 74Q: 3 clusters Score -1357138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1357140.000000 Penalty: 906.003296
	Iteration 75Q: 3 clusters Score -1357140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -1357141.750000 Penalty: 906.003296
	Iteration 76Q: 3 clusters Score -1357142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -1357144.125000 Penalty: 906.003296
	Iteration 77Q: 3 clusters Score -1357144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -1357144.125000 Penalty: 906.003296
	Iteration 78F: 3 clusters Score -1357144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -63534.550781 Penalty: 321.601837
	Iteration 0F: 2 clusters Score -63534.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -62641.324219 Penalty: 643.203674
	Iteration 0F: 3 clusters Score -62641.32 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -62966.980469 Penalty: 643.203674
	Iteration 1F: 3 clusters Score -62966.98 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63046.019531 Penalty: 643.203674
	Iteration 2F: 3 clusters Score -63046.02 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63100.289062 Penalty: 643.203674
	Iteration 3F: 3 clusters Score -63100.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -63152.292969 Penalty: 643.203674
	Iteration 4F: 3 clusters Score -63152.29 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -63204.390625 Penalty: 643.203674
	Iteration 5F: 3 clusters Score -63204.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -63236.429688 Penalty: 643.203674
	Iteration 6Q: 3 clusters Score -63236.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63259.601562 Penalty: 643.203674
	Iteration 7Q: 3 clusters Score -63259.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63276.792969 Penalty: 643.203674
	Iteration 8Q: 3 clusters Score -63276.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -63290.894531 Penalty: 643.203674
	Iteration 9Q: 3 clusters Score -63290.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -63303.476562 Penalty: 643.203674
	Iteration 10Q: 3 clusters Score -63303.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63310.968750 Penalty: 643.203674
	Iteration 11Q: 3 clusters Score -63310.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -63318.535156 Penalty: 643.203674
	Iteration 12Q: 3 clusters Score -63318.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -63326.714844 Penalty: 643.203674
	Iteration 13Q: 3 clusters Score -63326.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -63334.402344 Penalty: 643.203674
	Iteration 14Q: 3 clusters Score -63334.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -63340.359375 Penalty: 643.203674
	Iteration 15Q: 3 clusters Score -63340.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -63343.718750 Penalty: 643.203674
	Iteration 16Q: 3 clusters Score -63343.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63346.910156 Penalty: 643.203674
	Iteration 17Q: 3 clusters Score -63346.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63349.902344 Penalty: 643.203674
	Iteration 18Q: 3 clusters Score -63349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63353.308594 Penalty: 643.203674
	Iteration 19Q: 3 clusters Score -63353.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63358.378906 Penalty: 643.203674
	Iteration 20F: 3 clusters Score -63358.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -63361.031250 Penalty: 643.203674
	Iteration 21Q: 3 clusters Score -63361.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -63364.906250 Penalty: 643.203674
	Iteration 22Q: 3 clusters Score -63364.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -63372.941406 Penalty: 643.203674
	Iteration 23Q: 3 clusters Score -63372.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -63381.085938 Penalty: 643.203674
	Iteration 24Q: 3 clusters Score -63381.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -63385.890625 Penalty: 643.203674
	Iteration 25Q: 3 clusters Score -63385.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -63391.285156 Penalty: 643.203674
	Iteration 26Q: 3 clusters Score -63391.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63400.187500 Penalty: 643.203674
	Iteration 27Q: 3 clusters Score -63400.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -63403.578125 Penalty: 643.203674
	Iteration 28Q: 3 clusters Score -63403.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -63406.773438 Penalty: 643.203674
	Iteration 29Q: 3 clusters Score -63406.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -63411.949219 Penalty: 643.203674
	Iteration 30Q: 3 clusters Score -63411.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63415.375000 Penalty: 643.203674
	Iteration 31Q: 3 clusters Score -63415.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63420.039062 Penalty: 643.203674
	Iteration 32Q: 3 clusters Score -63420.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63425.488281 Penalty: 643.203674
	Iteration 33Q: 3 clusters Score -63425.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63429.496094 Penalty: 643.203674
	Iteration 34Q: 3 clusters Score -63429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63438.351562 Penalty: 643.203674
	Iteration 35Q: 3 clusters Score -63438.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -63462.894531 Penalty: 643.203674
	Iteration 36Q: 3 clusters Score -63462.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -63509.023438 Penalty: 643.203674
	Iteration 37Q: 3 clusters Score -63509.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -63544.742188 Penalty: 643.203674
	Iteration 38Q: 3 clusters Score -63544.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -63569.078125 Penalty: 643.203674
	Iteration 39Q: 3 clusters Score -63569.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63581.644531 Penalty: 643.203674
	Iteration 40F: 3 clusters Score -63581.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -63589.683594 Penalty: 643.203674
	Iteration 41Q: 3 clusters Score -63589.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63595.140625 Penalty: 643.203674
	Iteration 42Q: 3 clusters Score -63595.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63597.777344 Penalty: 643.203674
	Iteration 43Q: 3 clusters Score -63597.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63598.902344 Penalty: 643.203674
	Iteration 44Q: 3 clusters Score -63598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63601.335938 Penalty: 643.203674
	Iteration 45Q: 3 clusters Score -63601.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63604.648438 Penalty: 643.203674
	Iteration 46Q: 3 clusters Score -63604.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -63613.523438 Penalty: 643.203674
	Iteration 47Q: 3 clusters Score -63613.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63618.285156 Penalty: 643.203674
	Iteration 48Q: 3 clusters Score -63618.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63622.031250 Penalty: 643.203674
	Iteration 49Q: 3 clusters Score -63622.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -63625.503906 Penalty: 643.203674
	Iteration 50Q: 3 clusters Score -63625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63626.152344 Penalty: 643.203674
	Iteration 51Q: 3 clusters Score -63626.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -63626.339844 Penalty: 643.203674
	Iteration 52Q: 3 clusters Score -63626.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -63626.339844 Penalty: 643.203674
	Iteration 53F: 3 clusters Score -63626.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 675 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 499 members 
Entering Unmasked Estep 
Score: -14139744.000000 Penalty: 64101.054688
Splitting cluster 32 changes total score from -14139910.000000 to -14139744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -4084.419189 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -4084.419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3946.480713 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -3946.481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4007.895264 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4007.895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4019.288574 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -4019.289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4022.370117 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4022.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4023.866943 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4023.867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4031.677734 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4031.678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4058.441406 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -4058.441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4058.441406 Penalty: 440.101654
	Iteration 7F: 3 clusters Score -4058.441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -107030.890625 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -107030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -105648.804688 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -105648.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -106119.851562 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -106119.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -106235.507812 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -106235.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -106373.851562 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -106373.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -106524.531250 Penalty: 685.906128
	Iteration 4F: 3 clusters Score -106524.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -106647.882812 Penalty: 685.906128
	Iteration 5F: 3 clusters Score -106647.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106750.281250 Penalty: 685.906128
	Iteration 6F: 3 clusters Score -106750.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106852.351562 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -106852.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -106944.539062 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -106944.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106969.382812 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -106969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106979.640625 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -106979.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -106988.593750 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -106988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -106993.648438 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -106993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106995.976562 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -106996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106996.562500 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -106996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106997.812500 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -106997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -106999.421875 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -106999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107000.007812 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -107000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -107000.164062 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -107000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -107000.164062 Penalty: 685.906128
	Iteration 19F: 3 clusters Score -107000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -28605.531250 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -28605.53 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 264 members 
Entering Unmasked Estep 
Score: -28107.343750 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -28107.34 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28254.666016 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -28254.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28289.560547 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -28289.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28314.101562 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -28314.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28329.103516 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -28329.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28347.578125 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -28347.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28366.238281 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -28366.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28370.154297 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -28370.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28373.074219 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -28373.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28375.857422 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -28375.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28376.820312 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -28376.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28377.160156 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -28377.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28377.160156 Penalty: 571.003357
	Iteration 12F: 3 clusters Score -28377.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23058.892578 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -23058.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22663.021484 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -22663.02 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22798.322266 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -22798.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22860.929688 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -22860.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22928.644531 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -22928.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22971.437500 Penalty: 541.033264
	Iteration 4F: 3 clusters Score -22971.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22987.433594 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -22987.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23001.357422 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -23001.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23005.269531 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -23005.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23006.669922 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -23006.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23007.720703 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -23007.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23007.720703 Penalty: 541.033264
	Iteration 10F: 3 clusters Score -23007.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -14388.333008 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -14388.33 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 114 members 
Entering Unmasked Estep 
Score: -14098.575195 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -14098.58 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14166.464844 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -14166.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14182.284180 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -14182.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14192.363281 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -14192.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14202.199219 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -14202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14209.168945 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -14209.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14215.694336 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -14215.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14216.429688 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -14216.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14223.559570 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -14223.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14231.311523 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -14231.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14237.293945 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -14237.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14239.477539 Penalty: 489.570648
	Iteration 11Q: 3 clusters Score -14239.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14242.284180 Penalty: 489.570648
	Iteration 12Q: 3 clusters Score -14242.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14246.191406 Penalty: 489.570648
	Iteration 13Q: 3 clusters Score -14246.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14248.208008 Penalty: 489.570648
	Iteration 14Q: 3 clusters Score -14248.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14250.801758 Penalty: 489.570648
	Iteration 15Q: 3 clusters Score -14250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14258.883789 Penalty: 489.570648
	Iteration 16Q: 3 clusters Score -14258.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14272.513672 Penalty: 489.570648
	Iteration 17Q: 3 clusters Score -14272.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14274.706055 Penalty: 489.570648
	Iteration 18Q: 3 clusters Score -14274.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14278.995117 Penalty: 489.570648
	Iteration 19Q: 3 clusters Score -14279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14285.670898 Penalty: 489.570648
	Iteration 20F: 3 clusters Score -14285.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14291.443359 Penalty: 489.570648
	Iteration 21Q: 3 clusters Score -14291.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14297.565430 Penalty: 489.570648
	Iteration 22Q: 3 clusters Score -14297.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14309.227539 Penalty: 489.570648
	Iteration 23Q: 3 clusters Score -14309.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14321.145508 Penalty: 489.570648
	Iteration 24Q: 3 clusters Score -14321.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14328.896484 Penalty: 489.570648
	Iteration 25Q: 3 clusters Score -14328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14334.479492 Penalty: 489.570648
	Iteration 26Q: 3 clusters Score -14334.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14337.879883 Penalty: 489.570648
	Iteration 27Q: 3 clusters Score -14337.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14340.504883 Penalty: 489.570648
	Iteration 28Q: 3 clusters Score -14340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14341.775391 Penalty: 489.570648
	Iteration 29Q: 3 clusters Score -14341.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14347.337891 Penalty: 489.570648
	Iteration 30Q: 3 clusters Score -14347.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14347.337891 Penalty: 489.570648
	Iteration 31F: 3 clusters Score -14347.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -46821.160156 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -46821.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46235.355469 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -46235.36 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46396.023438 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -46396.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46433.832031 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -46433.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46457.492188 Penalty: 585.543701
	Iteration 3Q: 3 clusters Score -46457.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46479.132812 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -46479.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46510.714844 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -46510.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46559.707031 Penalty: 585.543701
	Iteration 6F: 3 clusters Score -46559.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -46592.390625 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -46592.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46626.457031 Penalty: 585.543701
	Iteration 8F: 3 clusters Score -46626.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -46672.910156 Penalty: 585.543701
	Iteration 9F: 3 clusters Score -46672.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -46712.222656 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -46712.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46742.640625 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -46742.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46757.203125 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -46757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46764.917969 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -46764.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -46769.882812 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -46769.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46773.132812 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -46773.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46774.324219 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -46774.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46774.601562 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -46774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46774.980469 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -46774.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46775.269531 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -46775.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46775.269531 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -46775.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -139410.062500 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -139410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -137735.281250 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -137735.3 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -138289.015625 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -138289 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -138360.218750 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -138360.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -138403.609375 Penalty: 704.598083
	Iteration 3Q: 3 clusters Score -138403.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -138445.281250 Penalty: 704.598083
	Iteration 4Q: 3 clusters Score -138445.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -138479.437500 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -138479.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -138515.140625 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -138515.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -138561.656250 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -138561.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -138642.828125 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -138642.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -138740.671875 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -138740.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -138863.687500 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -138863.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -138989.781250 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -138989.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -139074.531250 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -139074.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -139143.531250 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -139143.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -139192.062500 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -139192.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -139216.265625 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -139216.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -139229.656250 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -139229.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -139237.515625 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -139237.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -139246.468750 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -139246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -139255.875000 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -139255.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -139263.078125 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -139263.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -139273.218750 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -139273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -139277.593750 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -139277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -139281.875000 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -139281.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -139285.093750 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -139285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -139286.171875 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -139286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -139286.593750 Penalty: 704.598083
	Iteration 26Q: 3 clusters Score -139286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -139286.875000 Penalty: 704.598083
	Iteration 27Q: 3 clusters Score -139286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -139286.875000 Penalty: 704.598083
	Iteration 28F: 3 clusters Score -139286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -115539.875000 Penalty: 342.831696
	Iteration 0F: 2 clusters Score -115539.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -114202.265625 Penalty: 685.663391
	Iteration 0F: 3 clusters Score -114202.3 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -114605.242188 Penalty: 685.663391
	Iteration 1F: 3 clusters Score -114605.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -114644.234375 Penalty: 685.663391
	Iteration 2F: 3 clusters Score -114644.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -114676.421875 Penalty: 685.663391
	Iteration 3Q: 3 clusters Score -114676.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -114699.718750 Penalty: 685.663391
	Iteration 4Q: 3 clusters Score -114699.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -114717.500000 Penalty: 685.663391
	Iteration 5Q: 3 clusters Score -114717.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -114732.929688 Penalty: 685.663391
	Iteration 6Q: 3 clusters Score -114732.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -114744.500000 Penalty: 685.663391
	Iteration 7Q: 3 clusters Score -114744.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -114763.179688 Penalty: 685.663391
	Iteration 8Q: 3 clusters Score -114763.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -114779.750000 Penalty: 685.663391
	Iteration 9Q: 3 clusters Score -114779.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -114791.640625 Penalty: 685.663391
	Iteration 10Q: 3 clusters Score -114791.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -114799.437500 Penalty: 685.663391
	Iteration 11Q: 3 clusters Score -114799.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -114808.601562 Penalty: 685.663391
	Iteration 12Q: 3 clusters Score -114808.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -114817.585938 Penalty: 685.663391
	Iteration 13Q: 3 clusters Score -114817.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -114828.828125 Penalty: 685.663391
	Iteration 14Q: 3 clusters Score -114828.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -114843.804688 Penalty: 685.663391
	Iteration 15Q: 3 clusters Score -114843.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114859.906250 Penalty: 685.663391
	Iteration 16Q: 3 clusters Score -114859.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114886.226562 Penalty: 685.663391
	Iteration 17Q: 3 clusters Score -114886.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -114918.992188 Penalty: 685.663391
	Iteration 18Q: 3 clusters Score -114919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -114948.203125 Penalty: 685.663391
	Iteration 19Q: 3 clusters Score -114948.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -114976.289062 Penalty: 685.663391
	Iteration 20F: 3 clusters Score -114976.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115002.062500 Penalty: 685.663391
	Iteration 21Q: 3 clusters Score -115002.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -115027.609375 Penalty: 685.663391
	Iteration 22Q: 3 clusters Score -115027.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -115059.929688 Penalty: 685.663391
	Iteration 23Q: 3 clusters Score -115059.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -115094.218750 Penalty: 685.663391
	Iteration 24Q: 3 clusters Score -115094.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -115128.843750 Penalty: 685.663391
	Iteration 25Q: 3 clusters Score -115128.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -115159.859375 Penalty: 685.663391
	Iteration 26Q: 3 clusters Score -115159.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -115181.000000 Penalty: 685.663391
	Iteration 27Q: 3 clusters Score -115181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -115197.656250 Penalty: 685.663391
	Iteration 28Q: 3 clusters Score -115197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -115213.750000 Penalty: 685.663391
	Iteration 29Q: 3 clusters Score -115213.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -115223.335938 Penalty: 685.663391
	Iteration 30Q: 3 clusters Score -115223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -115231.882812 Penalty: 685.663391
	Iteration 31Q: 3 clusters Score -115231.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -115239.992188 Penalty: 685.663391
	Iteration 32Q: 3 clusters Score -115240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -115244.835938 Penalty: 685.663391
	Iteration 33Q: 3 clusters Score -115244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -115252.484375 Penalty: 685.663391
	Iteration 34Q: 3 clusters Score -115252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -115258.453125 Penalty: 685.663391
	Iteration 35Q: 3 clusters Score -115258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -115265.960938 Penalty: 685.663391
	Iteration 36Q: 3 clusters Score -115266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -115270.312500 Penalty: 685.663391
	Iteration 37Q: 3 clusters Score -115270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -115271.773438 Penalty: 685.663391
	Iteration 38Q: 3 clusters Score -115271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -115275.250000 Penalty: 685.663391
	Iteration 39Q: 3 clusters Score -115275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -115275.406250 Penalty: 685.663391
	Iteration 40F: 3 clusters Score -115275.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -63124.132812 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -63124.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -62306.488281 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -62306.49 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -62553.128906 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -62553.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -62592.652344 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -62592.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -62616.671875 Penalty: 632.262268
	Iteration 3Q: 3 clusters Score -62616.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -62637.585938 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -62637.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62653.867188 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -62653.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62663.496094 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -62663.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62669.492188 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -62669.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -62679.289062 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -62679.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62686.828125 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -62686.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62694.472656 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -62694.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62701.496094 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -62701.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62708.312500 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -62708.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62713.714844 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -62713.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62718.500000 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -62718.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62721.917969 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -62721.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62725.078125 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -62725.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62728.023438 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -62728.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62731.054688 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -62731.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62732.707031 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -62732.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62733.679688 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -62733.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62734.292969 Penalty: 632.262268
	Iteration 21Q: 3 clusters Score -62734.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62735.183594 Penalty: 632.262268
	Iteration 22Q: 3 clusters Score -62735.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62735.773438 Penalty: 632.262268
	Iteration 23Q: 3 clusters Score -62735.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62735.996094 Penalty: 632.262268
	Iteration 24Q: 3 clusters Score -62736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62736.414062 Penalty: 632.262268
	Iteration 25Q: 3 clusters Score -62736.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62738.941406 Penalty: 632.262268
	Iteration 26Q: 3 clusters Score -62738.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62742.714844 Penalty: 632.262268
	Iteration 27Q: 3 clusters Score -62742.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62745.679688 Penalty: 632.262268
	Iteration 28Q: 3 clusters Score -62745.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62747.957031 Penalty: 632.262268
	Iteration 29Q: 3 clusters Score -62747.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62752.039062 Penalty: 632.262268
	Iteration 30Q: 3 clusters Score -62752.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62755.308594 Penalty: 632.262268
	Iteration 31Q: 3 clusters Score -62755.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62757.183594 Penalty: 632.262268
	Iteration 32Q: 3 clusters Score -62757.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62757.875000 Penalty: 632.262268
	Iteration 33Q: 3 clusters Score -62757.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62759.335938 Penalty: 632.262268
	Iteration 34Q: 3 clusters Score -62759.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62760.027344 Penalty: 632.262268
	Iteration 35Q: 3 clusters Score -62760.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62762.386719 Penalty: 632.262268
	Iteration 36Q: 3 clusters Score -62762.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62763.339844 Penalty: 632.262268
	Iteration 37Q: 3 clusters Score -62763.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62763.621094 Penalty: 632.262268
	Iteration 38Q: 3 clusters Score -62763.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62765.355469 Penalty: 632.262268
	Iteration 39Q: 3 clusters Score -62765.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62766.480469 Penalty: 632.262268
	Iteration 40F: 3 clusters Score -62766.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62768.011719 Penalty: 632.262268
	Iteration 41Q: 3 clusters Score -62768.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62768.921875 Penalty: 632.262268
	Iteration 42Q: 3 clusters Score -62768.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62769.300781 Penalty: 632.262268
	Iteration 43Q: 3 clusters Score -62769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62770.117188 Penalty: 632.262268
	Iteration 44Q: 3 clusters Score -62770.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62770.339844 Penalty: 632.262268
	Iteration 45Q: 3 clusters Score -62770.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62770.656250 Penalty: 632.262268
	Iteration 46Q: 3 clusters Score -62770.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62771.132812 Penalty: 632.262268
	Iteration 47Q: 3 clusters Score -62771.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62772.222656 Penalty: 632.262268
	Iteration 48Q: 3 clusters Score -62772.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62775.546875 Penalty: 632.262268
	Iteration 49Q: 3 clusters Score -62775.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62781.660156 Penalty: 632.262268
	Iteration 50Q: 3 clusters Score -62781.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62786.089844 Penalty: 632.262268
	Iteration 51Q: 3 clusters Score -62786.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62788.007812 Penalty: 632.262268
	Iteration 52Q: 3 clusters Score -62788.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62790.828125 Penalty: 632.262268
	Iteration 53Q: 3 clusters Score -62790.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62793.695312 Penalty: 632.262268
	Iteration 54Q: 3 clusters Score -62793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62795.371094 Penalty: 632.262268
	Iteration 55Q: 3 clusters Score -62795.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -62798.792969 Penalty: 632.262268
	Iteration 56Q: 3 clusters Score -62798.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62801.906250 Penalty: 632.262268
	Iteration 57Q: 3 clusters Score -62801.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62805.632812 Penalty: 632.262268
	Iteration 58Q: 3 clusters Score -62805.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -62808.570312 Penalty: 632.262268
	Iteration 59Q: 3 clusters Score -62808.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62811.539062 Penalty: 632.262268
	Iteration 60F: 3 clusters Score -62811.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62814.386719 Penalty: 632.262268
	Iteration 61Q: 3 clusters Score -62814.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -62815.496094 Penalty: 632.262268
	Iteration 62Q: 3 clusters Score -62815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -62815.496094 Penalty: 632.262268
	Iteration 63F: 3 clusters Score -62815.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -16972.205078 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -16972.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16636.369141 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -16636.37 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16759.583984 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -16759.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16800.550781 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -16800.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16816.855469 Penalty: 517.822693
	Iteration 3Q: 3 clusters Score -16816.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16845.691406 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -16845.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16863.556641 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -16863.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16868.958984 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -16868.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16870.703125 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -16870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16870.937500 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -16870.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16871.667969 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -16871.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16873.626953 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -16873.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16880.533203 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -16880.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16884.035156 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -16884.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16886.226562 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -16886.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16886.226562 Penalty: 517.822693
	Iteration 14F: 3 clusters Score -16886.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3580.202393 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3580.202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3413.305664 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3413.306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3459.844727 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3459.845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3470.546631 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3470.547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3470.546631 Penalty: 387.903870
	Iteration 3F: 3 clusters Score -3470.547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -11601.824219 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -11601.82 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 105 members 
Entering Unmasked Estep 
Score: -11320.379883 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -11320.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11427.646484 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -11427.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11487.506836 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -11487.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11514.071289 Penalty: 485.277405
	Iteration 3F: 3 clusters Score -11514.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11525.315430 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -11525.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11535.730469 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -11535.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11555.541016 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -11555.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11563.737305 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -11563.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11563.737305 Penalty: 485.277405
	Iteration 8F: 3 clusters Score -11563.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -88036.593750 Penalty: 319.984406
	Iteration 0F: 2 clusters Score -88036.59 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 552 members 
Entering Unmasked Estep 
Score: -87125.109375 Penalty: 639.968811
	Iteration 0F: 3 clusters Score -87125.11 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87362.218750 Penalty: 639.968811
	Iteration 1F: 3 clusters Score -87362.22 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87410.070312 Penalty: 639.968811
	Iteration 2F: 3 clusters Score -87410.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87451.257812 Penalty: 639.968811
	Iteration 3F: 3 clusters Score -87451.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87489.632812 Penalty: 639.968811
	Iteration 4Q: 3 clusters Score -87489.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87509.609375 Penalty: 639.968811
	Iteration 5Q: 3 clusters Score -87509.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87531.617188 Penalty: 639.968811
	Iteration 6Q: 3 clusters Score -87531.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87549.390625 Penalty: 639.968811
	Iteration 7Q: 3 clusters Score -87549.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87565.539062 Penalty: 639.968811
	Iteration 8Q: 3 clusters Score -87565.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87577.750000 Penalty: 639.968811
	Iteration 9Q: 3 clusters Score -87577.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87591.140625 Penalty: 639.968811
	Iteration 10Q: 3 clusters Score -87591.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87600.625000 Penalty: 639.968811
	Iteration 11Q: 3 clusters Score -87600.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87612.609375 Penalty: 639.968811
	Iteration 12Q: 3 clusters Score -87612.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87626.046875 Penalty: 639.968811
	Iteration 13Q: 3 clusters Score -87626.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87639.242188 Penalty: 639.968811
	Iteration 14Q: 3 clusters Score -87639.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87654.460938 Penalty: 639.968811
	Iteration 15Q: 3 clusters Score -87654.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87671.257812 Penalty: 639.968811
	Iteration 16Q: 3 clusters Score -87671.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87683.500000 Penalty: 639.968811
	Iteration 17Q: 3 clusters Score -87683.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87690.085938 Penalty: 639.968811
	Iteration 18Q: 3 clusters Score -87690.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87692.812500 Penalty: 639.968811
	Iteration 19Q: 3 clusters Score -87692.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87695.140625 Penalty: 639.968811
	Iteration 20F: 3 clusters Score -87695.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87698.906250 Penalty: 639.968811
	Iteration 21Q: 3 clusters Score -87698.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87702.007812 Penalty: 639.968811
	Iteration 22Q: 3 clusters Score -87702.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87704.054688 Penalty: 639.968811
	Iteration 23Q: 3 clusters Score -87704.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87705.921875 Penalty: 639.968811
	Iteration 24Q: 3 clusters Score -87705.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87707.617188 Penalty: 639.968811
	Iteration 25Q: 3 clusters Score -87707.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87710.375000 Penalty: 639.968811
	Iteration 26Q: 3 clusters Score -87710.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87715.515625 Penalty: 639.968811
	Iteration 27Q: 3 clusters Score -87715.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -87721.640625 Penalty: 639.968811
	Iteration 28Q: 3 clusters Score -87721.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87727.343750 Penalty: 639.968811
	Iteration 29Q: 3 clusters Score -87727.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87730.101562 Penalty: 639.968811
	Iteration 30Q: 3 clusters Score -87730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87735.718750 Penalty: 639.968811
	Iteration 31Q: 3 clusters Score -87735.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -87740.085938 Penalty: 639.968811
	Iteration 32Q: 3 clusters Score -87740.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -87742.265625 Penalty: 639.968811
	Iteration 33Q: 3 clusters Score -87742.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87746.406250 Penalty: 639.968811
	Iteration 34Q: 3 clusters Score -87746.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87751.132812 Penalty: 639.968811
	Iteration 35Q: 3 clusters Score -87751.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87757.078125 Penalty: 639.968811
	Iteration 36Q: 3 clusters Score -87757.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -87760.375000 Penalty: 639.968811
	Iteration 37Q: 3 clusters Score -87760.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87762.437500 Penalty: 639.968811
	Iteration 38Q: 3 clusters Score -87762.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -87764.203125 Penalty: 639.968811
	Iteration 39Q: 3 clusters Score -87764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87766.046875 Penalty: 639.968811
	Iteration 40F: 3 clusters Score -87766.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87767.218750 Penalty: 639.968811
	Iteration 41Q: 3 clusters Score -87767.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -87769.820312 Penalty: 639.968811
	Iteration 42Q: 3 clusters Score -87769.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -87769.929688 Penalty: 639.968811
	Iteration 43Q: 3 clusters Score -87769.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87770.273438 Penalty: 639.968811
	Iteration 44Q: 3 clusters Score -87770.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87770.382812 Penalty: 639.968811
	Iteration 45Q: 3 clusters Score -87770.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87770.382812 Penalty: 639.968811
	Iteration 46F: 3 clusters Score -87770.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -51586.347656 Penalty: 311.147430
	Iteration 0F: 2 clusters Score -51586.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -50844.289062 Penalty: 622.294861
	Iteration 0F: 3 clusters Score -50844.29 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -51043.750000 Penalty: 622.294861
	Iteration 1F: 3 clusters Score -51043.75 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -51083.222656 Penalty: 622.294861
	Iteration 2F: 3 clusters Score -51083.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -51112.832031 Penalty: 622.294861
	Iteration 3Q: 3 clusters Score -51112.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -51139.535156 Penalty: 622.294861
	Iteration 4Q: 3 clusters Score -51139.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -51169.804688 Penalty: 622.294861
	Iteration 5Q: 3 clusters Score -51169.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -51217.273438 Penalty: 622.294861
	Iteration 6Q: 3 clusters Score -51217.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -51268.406250 Penalty: 622.294861
	Iteration 7F: 3 clusters Score -51268.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51323.605469 Penalty: 622.294861
	Iteration 8F: 3 clusters Score -51323.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51355.046875 Penalty: 622.294861
	Iteration 9Q: 3 clusters Score -51355.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51377.988281 Penalty: 622.294861
	Iteration 10Q: 3 clusters Score -51377.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51394.816406 Penalty: 622.294861
	Iteration 11Q: 3 clusters Score -51394.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51403.820312 Penalty: 622.294861
	Iteration 12Q: 3 clusters Score -51403.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51416.316406 Penalty: 622.294861
	Iteration 13Q: 3 clusters Score -51416.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51429.886719 Penalty: 622.294861
	Iteration 14Q: 3 clusters Score -51429.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51438.113281 Penalty: 622.294861
	Iteration 15Q: 3 clusters Score -51438.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51443.839844 Penalty: 622.294861
	Iteration 16Q: 3 clusters Score -51443.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51445.894531 Penalty: 622.294861
	Iteration 17Q: 3 clusters Score -51445.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51447.519531 Penalty: 622.294861
	Iteration 18Q: 3 clusters Score -51447.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51448.359375 Penalty: 622.294861
	Iteration 19Q: 3 clusters Score -51448.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51449.386719 Penalty: 622.294861
	Iteration 20F: 3 clusters Score -51449.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51450.878906 Penalty: 622.294861
	Iteration 21Q: 3 clusters Score -51450.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51450.878906 Penalty: 622.294861
	Iteration 22F: 3 clusters Score -51450.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -3656.900146 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -3656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3446.445312 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -3446.445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3525.574951 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -3525.575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3540.779541 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -3540.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3551.505859 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -3551.506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3554.567871 Penalty: 419.070496
	Iteration 4Q: 3 clusters Score -3554.568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3562.263916 Penalty: 419.070496
	Iteration 5Q: 3 clusters Score -3562.264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3562.263916 Penalty: 419.070496
	Iteration 6F: 3 clusters Score -3562.264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -9541.162109 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -9541.162 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 88 members 
Entering Unmasked Estep 
Score: -9274.267578 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -9274.268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9331.379883 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -9331.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9355.422852 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -9355.423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9369.589844 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -9369.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9372.705078 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -9372.705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9373.029297 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -9373.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9373.029297 Penalty: 474.559143
	Iteration 6F: 3 clusters Score -9373.029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13069.098633 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -13069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12773.873047 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12773.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12877.608398 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12877.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12923.643555 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12923.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12979.959961 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -12979.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13010.450195 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -13010.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13025.994141 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -13025.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13030.595703 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -13030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13036.841797 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -13036.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13083.200195 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -13083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13107.626953 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -13107.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13107.626953 Penalty: 501.722015
	Iteration 10F: 3 clusters Score -13107.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 86 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 162 members 
Entering Unmasked Estep 
Score: -14139630.000000 Penalty: 64101.054688
Splitting cluster 49 changes total score from -14139910.000000 to -14139630.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -4519.745117 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -4519.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4339.730469 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -4339.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4372.335449 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -4372.335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4382.998535 Penalty: 396.460510
	Iteration 2F: 3 clusters Score -4382.999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -155086.187500 Penalty: 356.644623
	Iteration 0F: 2 clusters Score -155086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -153321.593750 Penalty: 713.289246
	Iteration 0F: 3 clusters Score -153321.6 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -153984.796875 Penalty: 713.289246
	Iteration 1F: 3 clusters Score -153984.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -154159.890625 Penalty: 713.289246
	Iteration 2F: 3 clusters Score -154159.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -154287.265625 Penalty: 713.289246
	Iteration 3F: 3 clusters Score -154287.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -154387.562500 Penalty: 713.289246
	Iteration 4F: 3 clusters Score -154387.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -154478.390625 Penalty: 713.289246
	Iteration 5Q: 3 clusters Score -154478.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -154550.734375 Penalty: 713.289246
	Iteration 6Q: 3 clusters Score -154550.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -154587.015625 Penalty: 713.289246
	Iteration 7Q: 3 clusters Score -154587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -154621.968750 Penalty: 713.289246
	Iteration 8Q: 3 clusters Score -154622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154654.171875 Penalty: 713.289246
	Iteration 9Q: 3 clusters Score -154654.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154671.750000 Penalty: 713.289246
	Iteration 10Q: 3 clusters Score -154671.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -154684.828125 Penalty: 713.289246
	Iteration 11Q: 3 clusters Score -154684.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -154693.046875 Penalty: 713.289246
	Iteration 12Q: 3 clusters Score -154693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -154702.250000 Penalty: 713.289246
	Iteration 13Q: 3 clusters Score -154702.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -154707.390625 Penalty: 713.289246
	Iteration 14Q: 3 clusters Score -154707.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -154710.687500 Penalty: 713.289246
	Iteration 15Q: 3 clusters Score -154710.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -154714.296875 Penalty: 713.289246
	Iteration 16Q: 3 clusters Score -154714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -154716.625000 Penalty: 713.289246
	Iteration 17Q: 3 clusters Score -154716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -154719.640625 Penalty: 713.289246
	Iteration 18Q: 3 clusters Score -154719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -154722.343750 Penalty: 713.289246
	Iteration 19Q: 3 clusters Score -154722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -154722.703125 Penalty: 713.289246
	Iteration 20F: 3 clusters Score -154722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -8523.055664 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -8523.056 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 78 members 
Entering Unmasked Estep 
Score: -8292.194336 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -8292.194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8360.787109 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -8360.787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8364.185547 Penalty: 466.820770
	Iteration 2Q: 3 clusters Score -8364.186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8365.210938 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -8365.211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8365.210938 Penalty: 466.820770
	Iteration 4F: 3 clusters Score -8365.211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26510.722656 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26510.72 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 238 members 
Entering Unmasked Estep 
Score: -26036.541016 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -26036.54 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26142.525391 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26142.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26172.041016 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26172.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26187.365234 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -26187.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26199.175781 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -26199.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26204.646484 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26204.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26208.843750 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26208.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26211.312500 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26211.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26213.429688 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26213.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26214.652344 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -26214.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26214.652344 Penalty: 563.504944
	Iteration 10F: 3 clusters Score -26214.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -9224.470703 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -9224.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8996.079102 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -8996.079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9045.213867 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -9045.214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9069.303711 Penalty: 438.645630
	Iteration 2F: 3 clusters Score -9069.304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9078.968750 Penalty: 438.645630
	Iteration 3F: 3 clusters Score -9078.969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9085.050781 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -9085.051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9088.147461 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -9088.147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9088.147461 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -9088.147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -34885.191406 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -34885.19 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 305 members 
Entering Unmasked Estep 
Score: -34354.289062 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -34354.29 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34528.667969 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -34528.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34605.121094 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -34605.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34656.179688 Penalty: 580.436768
	Iteration 3F: 3 clusters Score -34656.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34691.585938 Penalty: 580.436768
	Iteration 4F: 3 clusters Score -34691.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34719.710938 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -34719.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34753.808594 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -34753.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34768.453125 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -34768.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34776.785156 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -34776.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34783.906250 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -34783.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34797.511719 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -34797.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34804.453125 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -34804.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34807.906250 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -34807.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34808.230469 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -34808.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34808.625000 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -34808.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34808.625000 Penalty: 580.436768
	Iteration 15F: 3 clusters Score -34808.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -24357.980469 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24357.98 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 186 members 
Entering Unmasked Estep 
Score: -23975.800781 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23975.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24098.001953 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24140.457031 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24140.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24159.898438 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -24159.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24171.484375 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24171.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24180.017578 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24180.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24188.181641 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24188.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24192.871094 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24192.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24198.000000 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24201.535156 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24201.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24202.734375 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24202.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24203.925781 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -24203.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24206.103516 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -24206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24217.675781 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -24217.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24224.935547 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -24224.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24227.449219 Penalty: 531.498352
	Iteration 15Q: 3 clusters Score -24227.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24227.623047 Penalty: 531.498352
	Iteration 16Q: 3 clusters Score -24227.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24227.623047 Penalty: 531.498352
	Iteration 17F: 3 clusters Score -24227.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -15508.580078 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -15508.58 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 142 members 
Entering Unmasked Estep 
Score: -15158.910156 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -15158.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15234.119141 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -15234.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15254.273438 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -15254.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15261.354492 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -15261.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15281.608398 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -15281.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15299.726562 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -15299.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -15311.387695 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -15311.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15313.398438 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -15313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15326.683594 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -15326.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15330.992188 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -15330.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15332.812500 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -15332.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15336.735352 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -15336.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15337.758789 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -15337.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15339.912109 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -15339.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15340.958984 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -15340.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15341.953125 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -15341.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15345.966797 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -15345.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15348.829102 Penalty: 509.118713
	Iteration 17Q: 3 clusters Score -15348.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15349.408203 Penalty: 509.118713
	Iteration 18Q: 3 clusters Score -15349.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15349.408203 Penalty: 509.118713
	Iteration 19F: 3 clusters Score -15349.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -9746.083008 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -9746.083 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 92 members 
Entering Unmasked Estep 
Score: -9490.559570 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -9490.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9541.262695 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -9541.263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9554.927734 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -9554.928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9568.676758 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -9568.677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9574.287109 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -9574.287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9575.997070 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -9575.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9576.728516 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -9576.729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9577.836914 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -9577.837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9578.369141 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -9578.369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9578.369141 Penalty: 475.542938
	Iteration 9F: 3 clusters Score -9578.369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13719.609375 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13719.61 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 146 members 
Entering Unmasked Estep 
Score: -13377.278320 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13377.28 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13505.548828 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13505.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13555.745117 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13555.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13617.659180 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -13617.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13663.228516 Penalty: 514.695251
	Iteration 4F: 3 clusters Score -13663.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13705.953125 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -13705.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13745.640625 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -13745.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13774.261719 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -13774.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13821.314453 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -13821.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13843.353516 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -13843.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13851.347656 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -13851.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13853.153320 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -13853.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13853.153320 Penalty: 514.695251
	Iteration 12F: 3 clusters Score -13853.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 153 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 133 members 
Entering Unmasked Estep 
Score: -14139740.000000 Penalty: 64101.054688
Splitting cluster 59 changes total score from -14139910.000000 to -14139740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9865.852539 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9865.853 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 68 members 
Entering Unmasked Estep 
Score: -9616.370117 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9616.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9668.986328 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9668.986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9692.382812 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -9692.383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9706.721680 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -9706.722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9708.610352 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9708.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -9709.366211 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -9709.366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -9713.020508 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -9713.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -9715.917969 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -9715.918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -9718.609375 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -9718.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -9718.609375 Penalty: 459.536926
	Iteration 9F: 3 clusters Score -9718.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7640.031738 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7640.032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7415.496094 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7415.496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7480.055664 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7480.056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7497.720703 Penalty: 445.703430
	Iteration 2Q: 3 clusters Score -7497.721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7505.439941 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7505.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7506.041016 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7506.041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7508.871094 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7508.871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7508.871094 Penalty: 445.703430
	Iteration 6F: 3 clusters Score -7508.871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (16379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Entering Unmasked Estep 
Score: -1387738.250000 Penalty: 441.520874
	Iteration 0F: 2 clusters Score -1387738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1379243.875000 Penalty: 883.041748
	Iteration 0F: 3 clusters Score -1379244 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1383560.500000 Penalty: 883.041748
	Iteration 1F: 3 clusters Score -1383560 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1383907.625000 Penalty: 883.041748
	Iteration 2F: 3 clusters Score -1383908 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1384498.625000 Penalty: 883.041748
	Iteration 3F: 3 clusters Score -1384499 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1385300.375000 Penalty: 883.041748
	Iteration 4F: 3 clusters Score -1385300 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1386036.125000 Penalty: 883.041748
	Iteration 5F: 3 clusters Score -1386036 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1386490.375000 Penalty: 883.041748
	Iteration 6F: 3 clusters Score -1386490 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1386700.875000 Penalty: 883.041748
	Iteration 7Q: 3 clusters Score -1386701 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1386775.250000 Penalty: 883.041748
	Iteration 8Q: 3 clusters Score -1386775 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1386807.375000 Penalty: 883.041748
	Iteration 9Q: 3 clusters Score -1386807 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1386823.750000 Penalty: 883.041748
	Iteration 10Q: 3 clusters Score -1386824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1386842.000000 Penalty: 883.041748
	Iteration 11Q: 3 clusters Score -1386842 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1386868.500000 Penalty: 883.041748
	Iteration 12Q: 3 clusters Score -1386868 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1386877.625000 Penalty: 883.041748
	Iteration 13Q: 3 clusters Score -1386878 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1386885.625000 Penalty: 883.041748
	Iteration 14Q: 3 clusters Score -1386886 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1386879.000000 Penalty: 883.041748
	Iteration 15Q: 3 clusters Score -1386879 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1386878.125000 Penalty: 883.041748
	Iteration 16Q: 3 clusters Score -1386878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1386874.375000 Penalty: 883.041748
	Iteration 17Q: 3 clusters Score -1386874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1386875.500000 Penalty: 883.041748
	Iteration 18Q: 3 clusters Score -1386876 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1386883.750000 Penalty: 883.041748
	Iteration 19Q: 3 clusters Score -1386884 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1386880.875000 Penalty: 883.041748
	Iteration 20F: 3 clusters Score -1386881 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1386877.750000 Penalty: 883.041748
	Iteration 21Q: 3 clusters Score -1386878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1386877.375000 Penalty: 883.041748
	Iteration 22Q: 3 clusters Score -1386877 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1386871.250000 Penalty: 883.041748
	Iteration 23Q: 3 clusters Score -1386871 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1386875.875000 Penalty: 883.041748
	Iteration 24Q: 3 clusters Score -1386876 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1386872.375000 Penalty: 883.041748
	Iteration 25Q: 3 clusters Score -1386872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1386875.625000 Penalty: 883.041748
	Iteration 26Q: 3 clusters Score -1386876 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1386884.625000 Penalty: 883.041748
	Iteration 27Q: 3 clusters Score -1386885 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1386893.875000 Penalty: 883.041748
	Iteration 28Q: 3 clusters Score -1386894 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1386899.875000 Penalty: 883.041748
	Iteration 29Q: 3 clusters Score -1386900 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1386900.750000 Penalty: 883.041748
	Iteration 30Q: 3 clusters Score -1386901 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1386911.125000 Penalty: 883.041748
	Iteration 31Q: 3 clusters Score -1386911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1386914.125000 Penalty: 883.041748
	Iteration 32Q: 3 clusters Score -1386914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1386924.750000 Penalty: 883.041748
	Iteration 33Q: 3 clusters Score -1386925 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1386944.125000 Penalty: 883.041748
	Iteration 34Q: 3 clusters Score -1386944 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1386955.500000 Penalty: 883.041748
	Iteration 35Q: 3 clusters Score -1386956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1386975.375000 Penalty: 883.041748
	Iteration 36Q: 3 clusters Score -1386975 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1386997.875000 Penalty: 883.041748
	Iteration 37Q: 3 clusters Score -1386998 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1387039.125000 Penalty: 883.041748
	Iteration 38Q: 3 clusters Score -1387039 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1387079.000000 Penalty: 883.041748
	Iteration 39Q: 3 clusters Score -1387079 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1387100.375000 Penalty: 883.041748
	Iteration 40F: 3 clusters Score -1387100 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1387117.750000 Penalty: 883.041748
	Iteration 41Q: 3 clusters Score -1387118 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1387159.750000 Penalty: 883.041748
	Iteration 42Q: 3 clusters Score -1387160 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1387193.250000 Penalty: 883.041748
	Iteration 43Q: 3 clusters Score -1387193 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1387206.625000 Penalty: 883.041748
	Iteration 44Q: 3 clusters Score -1387207 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1387219.000000 Penalty: 883.041748
	Iteration 45Q: 3 clusters Score -1387219 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1387218.750000 Penalty: 883.041748
	Iteration 46Q: 3 clusters Score -1387219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1387227.000000 Penalty: 883.041748
	Iteration 47Q: 3 clusters Score -1387227 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1387233.875000 Penalty: 883.041748
	Iteration 48Q: 3 clusters Score -1387234 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1387242.625000 Penalty: 883.041748
	Iteration 49Q: 3 clusters Score -1387243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1387255.000000 Penalty: 883.041748
	Iteration 50Q: 3 clusters Score -1387255 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1387261.000000 Penalty: 883.041748
	Iteration 51Q: 3 clusters Score -1387261 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1387256.625000 Penalty: 883.041748
	Iteration 52Q: 3 clusters Score -1387257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1387248.750000 Penalty: 883.041748
	Iteration 53Q: 3 clusters Score -1387249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1387238.875000 Penalty: 883.041748
	Iteration 54Q: 3 clusters Score -1387239 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1387233.500000 Penalty: 883.041748
	Iteration 55Q: 3 clusters Score -1387234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1387230.625000 Penalty: 883.041748
	Iteration 56Q: 3 clusters Score -1387231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1387223.250000 Penalty: 883.041748
	Iteration 57Q: 3 clusters Score -1387223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1387223.125000 Penalty: 883.041748
	Iteration 58Q: 3 clusters Score -1387223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1387231.375000 Penalty: 883.041748
	Iteration 59Q: 3 clusters Score -1387231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1387225.750000 Penalty: 883.041748
	Iteration 60F: 3 clusters Score -1387226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 3853 members 
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	Iteration 146Q: 3 clusters Score -1387359 nChanged 46
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	Iteration 149Q: 3 clusters Score -1387373 nChanged 39
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Mstep: Class 1 contains 8559 members 
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	Iteration 152Q: 3 clusters Score -1387386 nChanged 36
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1387391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1387397.000000 Penalty: 883.041748
	Iteration 154Q: 3 clusters Score -1387397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1387397.625000 Penalty: 883.041748
	Iteration 155Q: 3 clusters Score -1387398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1387397.250000 Penalty: 883.041748
	Iteration 156Q: 3 clusters Score -1387397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1387399.375000 Penalty: 883.041748
	Iteration 157Q: 3 clusters Score -1387399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1387396.500000 Penalty: 883.041748
	Iteration 158Q: 3 clusters Score -1387396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1387405.125000 Penalty: 883.041748
	Iteration 159Q: 3 clusters Score -1387405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1387414.375000 Penalty: 883.041748
	Iteration 160F: 3 clusters Score -1387414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1387414.875000 Penalty: 883.041748
	Iteration 161Q: 3 clusters Score -1387415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1387418.625000 Penalty: 883.041748
	Iteration 162Q: 3 clusters Score -1387419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1387421.250000 Penalty: 883.041748
	Iteration 163Q: 3 clusters Score -1387421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1387427.750000 Penalty: 883.041748
	Iteration 164Q: 3 clusters Score -1387428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1387428.250000 Penalty: 883.041748
	Iteration 165Q: 3 clusters Score -1387428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1387429.375000 Penalty: 883.041748
	Iteration 166Q: 3 clusters Score -1387429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1387430.000000 Penalty: 883.041748
	Iteration 167Q: 3 clusters Score -1387430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1387430.750000 Penalty: 883.041748
	Iteration 168Q: 3 clusters Score -1387431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1387429.500000 Penalty: 883.041748
	Iteration 169Q: 3 clusters Score -1387430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1387429.125000 Penalty: 883.041748
	Iteration 170Q: 3 clusters Score -1387429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1387430.500000 Penalty: 883.041748
	Iteration 171Q: 3 clusters Score -1387430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1387429.125000 Penalty: 883.041748
	Iteration 172Q: 3 clusters Score -1387429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1387435.000000 Penalty: 883.041748
	Iteration 173Q: 3 clusters Score -1387435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1387433.375000 Penalty: 883.041748
	Iteration 174Q: 3 clusters Score -1387433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1387435.125000 Penalty: 883.041748
	Iteration 175Q: 3 clusters Score -1387435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1387431.625000 Penalty: 883.041748
	Iteration 176Q: 3 clusters Score -1387432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1387430.625000 Penalty: 883.041748
	Iteration 177Q: 3 clusters Score -1387431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1387435.625000 Penalty: 883.041748
	Iteration 178Q: 3 clusters Score -1387436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1387436.375000 Penalty: 883.041748
	Iteration 179Q: 3 clusters Score -1387436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1387436.375000 Penalty: 883.041748
	Iteration 180F: 3 clusters Score -1387436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1387437.875000 Penalty: 883.041748
	Iteration 181Q: 3 clusters Score -1387438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1387440.875000 Penalty: 883.041748
	Iteration 182Q: 3 clusters Score -1387441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1387446.375000 Penalty: 883.041748
	Iteration 183Q: 3 clusters Score -1387446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1387446.000000 Penalty: 883.041748
	Iteration 184Q: 3 clusters Score -1387446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1387441.125000 Penalty: 883.041748
	Iteration 185Q: 3 clusters Score -1387441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1387446.750000 Penalty: 883.041748
	Iteration 186Q: 3 clusters Score -1387447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1387449.750000 Penalty: 883.041748
	Iteration 187Q: 3 clusters Score -1387450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1387453.125000 Penalty: 883.041748
	Iteration 188Q: 3 clusters Score -1387453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1387456.000000 Penalty: 883.041748
	Iteration 189Q: 3 clusters Score -1387456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1387458.000000 Penalty: 883.041748
	Iteration 190Q: 3 clusters Score -1387458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1387462.500000 Penalty: 883.041748
	Iteration 191Q: 3 clusters Score -1387462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1387464.000000 Penalty: 883.041748
	Iteration 192Q: 3 clusters Score -1387464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1387465.250000 Penalty: 883.041748
	Iteration 193Q: 3 clusters Score -1387465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1387468.875000 Penalty: 883.041748
	Iteration 194Q: 3 clusters Score -1387469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1387469.750000 Penalty: 883.041748
	Iteration 195Q: 3 clusters Score -1387470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1387471.375000 Penalty: 883.041748
	Iteration 196Q: 3 clusters Score -1387471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1387472.875000 Penalty: 883.041748
	Iteration 197Q: 3 clusters Score -1387473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1387474.750000 Penalty: 883.041748
	Iteration 198Q: 3 clusters Score -1387475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1387476.500000 Penalty: 883.041748
	Iteration 199Q: 3 clusters Score -1387476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1387478.125000 Penalty: 883.041748
	Iteration 200F: 3 clusters Score -1387478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1387480.375000 Penalty: 883.041748
	Iteration 201Q: 3 clusters Score -1387480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1387477.875000 Penalty: 883.041748
	Iteration 202Q: 3 clusters Score -1387478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1387477.250000 Penalty: 883.041748
	Iteration 203Q: 3 clusters Score -1387477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1387481.375000 Penalty: 883.041748
	Iteration 204Q: 3 clusters Score -1387481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1387482.000000 Penalty: 883.041748
	Iteration 205Q: 3 clusters Score -1387482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1387484.375000 Penalty: 883.041748
	Iteration 206Q: 3 clusters Score -1387484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1387484.500000 Penalty: 883.041748
	Iteration 207Q: 3 clusters Score -1387484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1387489.750000 Penalty: 883.041748
	Iteration 208Q: 3 clusters Score -1387490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1387494.125000 Penalty: 883.041748
	Iteration 209Q: 3 clusters Score -1387494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1387492.250000 Penalty: 883.041748
	Iteration 210Q: 3 clusters Score -1387492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1387491.000000 Penalty: 883.041748
	Iteration 211Q: 3 clusters Score -1387491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1387494.375000 Penalty: 883.041748
	Iteration 212Q: 3 clusters Score -1387494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1387498.250000 Penalty: 883.041748
	Iteration 213Q: 3 clusters Score -1387498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1387495.375000 Penalty: 883.041748
	Iteration 214Q: 3 clusters Score -1387495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1387495.125000 Penalty: 883.041748
	Iteration 215Q: 3 clusters Score -1387495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1387498.250000 Penalty: 883.041748
	Iteration 216Q: 3 clusters Score -1387498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1387497.625000 Penalty: 883.041748
	Iteration 217Q: 3 clusters Score -1387498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1387498.125000 Penalty: 883.041748
	Iteration 218Q: 3 clusters Score -1387498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1387498.125000 Penalty: 883.041748
	Iteration 219Q: 3 clusters Score -1387498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1387497.750000 Penalty: 883.041748
	Iteration 220F: 3 clusters Score -1387498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1387496.875000 Penalty: 883.041748
	Iteration 221Q: 3 clusters Score -1387497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1387497.250000 Penalty: 883.041748
	Iteration 222Q: 3 clusters Score -1387497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1387496.750000 Penalty: 883.041748
	Iteration 223Q: 3 clusters Score -1387497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1387495.625000 Penalty: 883.041748
	Iteration 224Q: 3 clusters Score -1387496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1387497.250000 Penalty: 883.041748
	Iteration 225Q: 3 clusters Score -1387497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1387497.875000 Penalty: 883.041748
	Iteration 226Q: 3 clusters Score -1387498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1387497.250000 Penalty: 883.041748
	Iteration 227Q: 3 clusters Score -1387497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1387493.000000 Penalty: 883.041748
	Iteration 228Q: 3 clusters Score -1387493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1387493.000000 Penalty: 883.041748
	Iteration 229F: 3 clusters Score -1387493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -53939.074219 Penalty: 309.710754
	Iteration 0F: 2 clusters Score -53939.07 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 455 members 
Entering Unmasked Estep 
Score: -53178.718750 Penalty: 619.421509
	Iteration 0F: 3 clusters Score -53178.72 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -53388.117188 Penalty: 619.421509
	Iteration 1F: 3 clusters Score -53388.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53452.558594 Penalty: 619.421509
	Iteration 2F: 3 clusters Score -53452.56 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53484.945312 Penalty: 619.421509
	Iteration 3F: 3 clusters Score -53484.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53494.148438 Penalty: 619.421509
	Iteration 4Q: 3 clusters Score -53494.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53505.921875 Penalty: 619.421509
	Iteration 5Q: 3 clusters Score -53505.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53514.312500 Penalty: 619.421509
	Iteration 6Q: 3 clusters Score -53514.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53519.320312 Penalty: 619.421509
	Iteration 7Q: 3 clusters Score -53519.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -53520.148438 Penalty: 619.421509
	Iteration 8Q: 3 clusters Score -53520.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -53520.613281 Penalty: 619.421509
	Iteration 9Q: 3 clusters Score -53520.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53522.097656 Penalty: 619.421509
	Iteration 10Q: 3 clusters Score -53522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53523.015625 Penalty: 619.421509
	Iteration 11Q: 3 clusters Score -53523.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53526.019531 Penalty: 619.421509
	Iteration 12Q: 3 clusters Score -53526.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53529.011719 Penalty: 619.421509
	Iteration 13Q: 3 clusters Score -53529.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53531.136719 Penalty: 619.421509
	Iteration 14Q: 3 clusters Score -53531.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -53531.972656 Penalty: 619.421509
	Iteration 15Q: 3 clusters Score -53531.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53532.882812 Penalty: 619.421509
	Iteration 16Q: 3 clusters Score -53532.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53534.593750 Penalty: 619.421509
	Iteration 17Q: 3 clusters Score -53534.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53538.042969 Penalty: 619.421509
	Iteration 18Q: 3 clusters Score -53538.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53540.554688 Penalty: 619.421509
	Iteration 19Q: 3 clusters Score -53540.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53545.222656 Penalty: 619.421509
	Iteration 20F: 3 clusters Score -53545.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53552.015625 Penalty: 619.421509
	Iteration 21Q: 3 clusters Score -53552.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53555.738281 Penalty: 619.421509
	Iteration 22Q: 3 clusters Score -53555.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53558.402344 Penalty: 619.421509
	Iteration 23Q: 3 clusters Score -53558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53561.464844 Penalty: 619.421509
	Iteration 24Q: 3 clusters Score -53561.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53563.832031 Penalty: 619.421509
	Iteration 25Q: 3 clusters Score -53563.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53566.527344 Penalty: 619.421509
	Iteration 26Q: 3 clusters Score -53566.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53568.703125 Penalty: 619.421509
	Iteration 27Q: 3 clusters Score -53568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53573.535156 Penalty: 619.421509
	Iteration 28Q: 3 clusters Score -53573.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53578.457031 Penalty: 619.421509
	Iteration 29Q: 3 clusters Score -53578.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53580.859375 Penalty: 619.421509
	Iteration 30Q: 3 clusters Score -53580.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53584.066406 Penalty: 619.421509
	Iteration 31Q: 3 clusters Score -53584.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53585.976562 Penalty: 619.421509
	Iteration 32Q: 3 clusters Score -53585.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53592.570312 Penalty: 619.421509
	Iteration 33Q: 3 clusters Score -53592.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53602.500000 Penalty: 619.421509
	Iteration 34Q: 3 clusters Score -53602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53614.265625 Penalty: 619.421509
	Iteration 35Q: 3 clusters Score -53614.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53626.023438 Penalty: 619.421509
	Iteration 36Q: 3 clusters Score -53626.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53638.425781 Penalty: 619.421509
	Iteration 37Q: 3 clusters Score -53638.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53649.304688 Penalty: 619.421509
	Iteration 38Q: 3 clusters Score -53649.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -53658.234375 Penalty: 619.421509
	Iteration 39Q: 3 clusters Score -53658.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -53666.503906 Penalty: 619.421509
	Iteration 40F: 3 clusters Score -53666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -53671.847656 Penalty: 619.421509
	Iteration 41Q: 3 clusters Score -53671.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -53678.812500 Penalty: 619.421509
	Iteration 42Q: 3 clusters Score -53678.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53680.621094 Penalty: 619.421509
	Iteration 43Q: 3 clusters Score -53680.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53680.621094 Penalty: 619.421509
	Iteration 44F: 3 clusters Score -53680.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -20176.496094 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -20176.5 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 191 members 
Entering Unmasked Estep 
Score: -19781.863281 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -19781.86 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19927.986328 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -19927.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19970.214844 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -19970.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19990.671875 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -19990.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19998.187500 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -19998.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20001.800781 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -20001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20002.527344 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -20002.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20002.527344 Penalty: 542.216614
	Iteration 7F: 3 clusters Score -20002.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (27 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Entering Unmasked Estep 
Score: -1272.909302 Penalty: 149.960587
	Iteration 0F: 2 clusters Score -1272.909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 12 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 87885.148438 Penalty: 149.960587
	Iteration 0F: 2 clusters Score 87885.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Entering Unmasked Estep 
Score: -1272.909302 Penalty: 149.960587
	Iteration 1F: 2 clusters Score -1272.909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -27056.802734 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -27056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26549.945312 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -26549.95 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26696.625000 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26696.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26761.498047 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26761.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26825.820312 Penalty: 563.318665
	Iteration 3F: 3 clusters Score -26825.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26864.117188 Penalty: 563.318665
	Iteration 4F: 3 clusters Score -26864.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26875.019531 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26875.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26881.130859 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26881.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26887.986328 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26887.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26892.490234 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26892.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26896.164062 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26896.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26897.316406 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26897.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26897.316406 Penalty: 563.318665
	Iteration 11F: 3 clusters Score -26897.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -7482.778809 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -7482.779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7261.944824 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -7261.945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7318.192383 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -7318.192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7344.737793 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -7344.738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7351.566895 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -7351.567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7355.197754 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -7355.198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7358.286621 Penalty: 442.945648
	Iteration 5Q: 3 clusters Score -7358.287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7358.286621 Penalty: 442.945648
	Iteration 6F: 3 clusters Score -7358.287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -35413.144531 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -35413.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34917.855469 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -34917.86 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35061.789062 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -35061.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35129.625000 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -35129.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35194.902344 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -35194.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35225.222656 Penalty: 569.621948
	Iteration 4Q: 3 clusters Score -35225.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35251.488281 Penalty: 569.621948
	Iteration 5Q: 3 clusters Score -35251.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35285.113281 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -35285.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35309.859375 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -35309.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35340.078125 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -35340.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35361.789062 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -35361.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35381.816406 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -35381.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35387.984375 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -35387.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35390.195312 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -35390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35391.292969 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -35391.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35391.292969 Penalty: 569.621948
	Iteration 14F: 3 clusters Score -35391.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -3846.139893 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -3846.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3700.249268 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -3700.249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3731.436523 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -3731.437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3745.776611 Penalty: 398.764435
	Iteration 2F: 3 clusters Score -3745.777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3747.852539 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -3747.853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3747.852539 Penalty: 398.764435
	Iteration 4F: 3 clusters Score -3747.853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -92817.242188 Penalty: 320.264648
	Iteration 0F: 2 clusters Score -92817.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -91923.023438 Penalty: 640.529297
	Iteration 0F: 3 clusters Score -91923.02 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -92178.500000 Penalty: 640.529297
	Iteration 1F: 3 clusters Score -92178.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92240.781250 Penalty: 640.529297
	Iteration 2F: 3 clusters Score -92240.78 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92304.750000 Penalty: 640.529297
	Iteration 3F: 3 clusters Score -92304.75 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92370.601562 Penalty: 640.529297
	Iteration 4F: 3 clusters Score -92370.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -92423.617188 Penalty: 640.529297
	Iteration 5F: 3 clusters Score -92423.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92456.421875 Penalty: 640.529297
	Iteration 6Q: 3 clusters Score -92456.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92481.859375 Penalty: 640.529297
	Iteration 7Q: 3 clusters Score -92481.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -92511.406250 Penalty: 640.529297
	Iteration 8Q: 3 clusters Score -92511.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92543.320312 Penalty: 640.529297
	Iteration 9Q: 3 clusters Score -92543.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92566.296875 Penalty: 640.529297
	Iteration 10Q: 3 clusters Score -92566.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92575.875000 Penalty: 640.529297
	Iteration 11Q: 3 clusters Score -92575.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92588.375000 Penalty: 640.529297
	Iteration 12Q: 3 clusters Score -92588.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92596.945312 Penalty: 640.529297
	Iteration 13Q: 3 clusters Score -92596.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -92600.976562 Penalty: 640.529297
	Iteration 14Q: 3 clusters Score -92600.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -92603.953125 Penalty: 640.529297
	Iteration 15Q: 3 clusters Score -92603.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -92606.234375 Penalty: 640.529297
	Iteration 16Q: 3 clusters Score -92606.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92606.507812 Penalty: 640.529297
	Iteration 17Q: 3 clusters Score -92606.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92607.109375 Penalty: 640.529297
	Iteration 18Q: 3 clusters Score -92607.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92608.031250 Penalty: 640.529297
	Iteration 19Q: 3 clusters Score -92608.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -92608.031250 Penalty: 640.529297
	Iteration 20F: 3 clusters Score -92608.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -12253.033203 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -12253.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11961.526367 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -11961.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12097.861328 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -12097.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12187.510742 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -12187.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12238.422852 Penalty: 495.260010
	Iteration 3F: 3 clusters Score -12238.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12269.046875 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -12269.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12284.830078 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -12284.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12305.319336 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -12305.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12306.784180 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -12306.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12306.784180 Penalty: 495.260010
	Iteration 8F: 3 clusters Score -12306.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 116 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 115 members 
Entering Unmasked Estep 
Score: -14139658.000000 Penalty: 64101.054688
Splitting cluster 71 changes total score from -14139910.000000 to -14139658.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -14099.216797 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -14099.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13761.138672 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -13761.14 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13833.516602 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -13833.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13851.519531 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -13851.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13864.164062 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -13864.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13875.019531 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -13875.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13888.026367 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -13888.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13896.857422 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -13896.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13901.967773 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -13901.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13905.128906 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -13905.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13908.574219 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -13908.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13911.846680 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -13911.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13914.375977 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -13914.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13914.607422 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -13914.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13914.607422 Penalty: 503.538452
	Iteration 13F: 3 clusters Score -13914.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -20199.439453 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -20199.44 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 180 members 
Entering Unmasked Estep 
Score: -19805.593750 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -19805.59 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19901.050781 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -19901.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19940.753906 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -19940.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19968.324219 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -19968.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19999.962891 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -19999.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20039.021484 Penalty: 533.590454
	Iteration 5F: 3 clusters Score -20039.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20076.787109 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -20076.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20095.101562 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -20095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20099.746094 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -20099.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20099.746094 Penalty: 533.590454
	Iteration 9F: 3 clusters Score -20099.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -30051.521484 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -30051.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29583.412109 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -29583.41 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29693.353516 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -29693.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29728.939453 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -29728.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29750.351562 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -29750.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29757.697266 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -29757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29763.837891 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -29763.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29768.636719 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -29768.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29770.664062 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -29770.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29770.927734 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -29770.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29771.339844 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -29771.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29771.339844 Penalty: 554.924744
	Iteration 10F: 3 clusters Score -29771.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -15375.674805 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -15375.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15054.386719 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -15054.39 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15100.895508 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -15100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15113.271484 Penalty: 493.268707
	Iteration 2Q: 3 clusters Score -15113.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15131.407227 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -15131.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15145.048828 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -15145.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15152.356445 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -15152.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15159.460938 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -15159.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15160.438477 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -15160.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15162.984375 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -15162.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15168.505859 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -15168.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15173.982422 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -15173.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15175.221680 Penalty: 493.268707
	Iteration 11Q: 3 clusters Score -15175.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15177.913086 Penalty: 493.268707
	Iteration 12Q: 3 clusters Score -15177.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15183.274414 Penalty: 493.268707
	Iteration 13Q: 3 clusters Score -15183.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15189.906250 Penalty: 493.268707
	Iteration 14Q: 3 clusters Score -15189.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15194.184570 Penalty: 493.268707
	Iteration 15Q: 3 clusters Score -15194.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15199.625977 Penalty: 493.268707
	Iteration 16Q: 3 clusters Score -15199.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15205.443359 Penalty: 493.268707
	Iteration 17Q: 3 clusters Score -15205.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15210.852539 Penalty: 493.268707
	Iteration 18Q: 3 clusters Score -15210.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15215.058594 Penalty: 493.268707
	Iteration 19Q: 3 clusters Score -15215.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15217.158203 Penalty: 493.268707
	Iteration 20F: 3 clusters Score -15217.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15219.138672 Penalty: 493.268707
	Iteration 21Q: 3 clusters Score -15219.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15221.487305 Penalty: 493.268707
	Iteration 22Q: 3 clusters Score -15221.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15223.576172 Penalty: 493.268707
	Iteration 23Q: 3 clusters Score -15223.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15223.576172 Penalty: 493.268707
	Iteration 24F: 3 clusters Score -15223.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -13372.261719 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -13372.26 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 120 members 
Entering Unmasked Estep 
Score: -13099.401367 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -13099.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13171.292969 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -13171.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13212.665039 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -13212.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13243.338867 Penalty: 490.405548
	Iteration 3F: 3 clusters Score -13243.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -13253.098633 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -13253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13261.468750 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -13261.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13262.896484 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -13262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -13263.759766 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -13263.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -13263.759766 Penalty: 490.405548
	Iteration 8F: 3 clusters Score -13263.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -13987.830078 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -13987.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13645.566406 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13645.57 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13765.197266 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -13765.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13809.970703 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -13809.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13835.656250 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -13835.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13851.916992 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -13851.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13873.275391 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -13873.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13884.283203 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -13884.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13892.983398 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -13892.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13904.604492 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -13904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13905.875000 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -13905.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13909.424805 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -13909.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13912.919922 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -13912.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13915.614258 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -13915.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13924.139648 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -13924.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13926.098633 Penalty: 511.785614
	Iteration 14Q: 3 clusters Score -13926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13926.383789 Penalty: 511.785614
	Iteration 15Q: 3 clusters Score -13926.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13926.383789 Penalty: 511.785614
	Iteration 16F: 3 clusters Score -13926.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Entering Unmasked Estep 
Score: -22084.912109 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -22084.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21689.726562 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -21689.73 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21806.484375 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -21806.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21825.384766 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -21825.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21844.632812 Penalty: 544.308716
	Iteration 3Q: 3 clusters Score -21844.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21857.042969 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -21857.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21865.173828 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -21865.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21868.802734 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -21868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21869.507812 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -21869.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21870.289062 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -21870.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21870.537109 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -21870.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21870.794922 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -21870.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21870.992188 Penalty: 544.308716
	Iteration 11Q: 3 clusters Score -21870.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21871.365234 Penalty: 544.308716
	Iteration 12Q: 3 clusters Score -21871.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21872.292969 Penalty: 544.308716
	Iteration 13Q: 3 clusters Score -21872.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21875.005859 Penalty: 544.308716
	Iteration 14Q: 3 clusters Score -21875.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21878.679688 Penalty: 544.308716
	Iteration 15Q: 3 clusters Score -21878.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21879.414062 Penalty: 544.308716
	Iteration 16Q: 3 clusters Score -21879.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21879.414062 Penalty: 544.308716
	Iteration 17F: 3 clusters Score -21879.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -24398.527344 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -24398.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23951.384766 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -23951.38 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24051.093750 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -24051.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24085.505859 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -24085.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24102.417969 Penalty: 555.129028
	Iteration 3F: 3 clusters Score -24102.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24111.445312 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -24111.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24118.830078 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -24118.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24126.972656 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -24126.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24130.568359 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -24130.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24131.996094 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -24132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24132.240234 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -24132.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24133.279297 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -24133.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24134.121094 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -24134.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24135.398438 Penalty: 555.129028
	Iteration 12Q: 3 clusters Score -24135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24137.865234 Penalty: 555.129028
	Iteration 13Q: 3 clusters Score -24137.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24142.570312 Penalty: 555.129028
	Iteration 14Q: 3 clusters Score -24142.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24147.140625 Penalty: 555.129028
	Iteration 15Q: 3 clusters Score -24147.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24148.992188 Penalty: 555.129028
	Iteration 16Q: 3 clusters Score -24148.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24151.070312 Penalty: 555.129028
	Iteration 17Q: 3 clusters Score -24151.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24153.744141 Penalty: 555.129028
	Iteration 18Q: 3 clusters Score -24153.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24155.406250 Penalty: 555.129028
	Iteration 19Q: 3 clusters Score -24155.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24156.119141 Penalty: 555.129028
	Iteration 20F: 3 clusters Score -24156.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24156.839844 Penalty: 555.129028
	Iteration 21Q: 3 clusters Score -24156.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24157.621094 Penalty: 555.129028
	Iteration 22Q: 3 clusters Score -24157.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24160.021484 Penalty: 555.129028
	Iteration 23Q: 3 clusters Score -24160.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24161.488281 Penalty: 555.129028
	Iteration 24Q: 3 clusters Score -24161.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24164.556641 Penalty: 555.129028
	Iteration 25Q: 3 clusters Score -24164.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24171.300781 Penalty: 555.129028
	Iteration 26Q: 3 clusters Score -24171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24177.837891 Penalty: 555.129028
	Iteration 27Q: 3 clusters Score -24177.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24178.972656 Penalty: 555.129028
	Iteration 28Q: 3 clusters Score -24178.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24178.972656 Penalty: 555.129028
	Iteration 29F: 3 clusters Score -24178.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6547.393555 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6547.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6322.868652 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6322.869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6365.158203 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6365.158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6382.509277 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -6382.509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6386.316895 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6386.317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6386.316895 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -6386.317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -5522.925293 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -5522.925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5329.564941 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -5329.565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5345.568848 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -5345.569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -14768.084961 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -14768.08 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 113 members 
Entering Unmasked Estep 
Score: -14479.476562 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -14479.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14542.690430 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -14542.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14580.466797 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -14580.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14617.615234 Penalty: 483.501770
	Iteration 3F: 3 clusters Score -14617.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14653.047852 Penalty: 483.501770
	Iteration 4F: 3 clusters Score -14653.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14687.511719 Penalty: 483.501770
	Iteration 5F: 3 clusters Score -14687.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14730.638672 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -14730.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14737.579102 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -14737.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14746.133789 Penalty: 483.501770
	Iteration 8Q: 3 clusters Score -14746.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14750.940430 Penalty: 483.501770
	Iteration 9Q: 3 clusters Score -14750.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14752.707031 Penalty: 483.501770
	Iteration 10Q: 3 clusters Score -14752.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14754.129883 Penalty: 483.501770
	Iteration 11Q: 3 clusters Score -14754.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14754.376953 Penalty: 483.501770
	Iteration 12Q: 3 clusters Score -14754.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14754.376953 Penalty: 483.501770
	Iteration 13F: 3 clusters Score -14754.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -80423.015625 Penalty: 327.003998
	Iteration 0F: 2 clusters Score -80423.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -79421.914062 Penalty: 654.007996
	Iteration 0F: 3 clusters Score -79421.91 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -79697.890625 Penalty: 654.007996
	Iteration 1F: 3 clusters Score -79697.89 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -79760.789062 Penalty: 654.007996
	Iteration 2F: 3 clusters Score -79760.79 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -79796.820312 Penalty: 654.007996
	Iteration 3F: 3 clusters Score -79796.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -79813.929688 Penalty: 654.007996
	Iteration 4Q: 3 clusters Score -79813.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -79829.984375 Penalty: 654.007996
	Iteration 5Q: 3 clusters Score -79829.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -79844.203125 Penalty: 654.007996
	Iteration 6Q: 3 clusters Score -79844.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -79850.835938 Penalty: 654.007996
	Iteration 7Q: 3 clusters Score -79850.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -79856.421875 Penalty: 654.007996
	Iteration 8Q: 3 clusters Score -79856.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -79859.835938 Penalty: 654.007996
	Iteration 9Q: 3 clusters Score -79859.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -79861.500000 Penalty: 654.007996
	Iteration 10Q: 3 clusters Score -79861.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -79863.109375 Penalty: 654.007996
	Iteration 11Q: 3 clusters Score -79863.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -79864.007812 Penalty: 654.007996
	Iteration 12Q: 3 clusters Score -79864.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -79865.078125 Penalty: 654.007996
	Iteration 13Q: 3 clusters Score -79865.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -79865.578125 Penalty: 654.007996
	Iteration 14Q: 3 clusters Score -79865.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -79866.117188 Penalty: 654.007996
	Iteration 15Q: 3 clusters Score -79866.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -79866.835938 Penalty: 654.007996
	Iteration 16Q: 3 clusters Score -79866.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -79867.781250 Penalty: 654.007996
	Iteration 17Q: 3 clusters Score -79867.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -79868.585938 Penalty: 654.007996
	Iteration 18Q: 3 clusters Score -79868.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -79868.828125 Penalty: 654.007996
	Iteration 19Q: 3 clusters Score -79868.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -79869.093750 Penalty: 654.007996
	Iteration 20F: 3 clusters Score -79869.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -79869.203125 Penalty: 654.007996
	Iteration 21Q: 3 clusters Score -79869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -79869.390625 Penalty: 654.007996
	Iteration 22Q: 3 clusters Score -79869.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -79869.554688 Penalty: 654.007996
	Iteration 23Q: 3 clusters Score -79869.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -79869.554688 Penalty: 654.007996
	Iteration 24F: 3 clusters Score -79869.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (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: -17087.566406 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -17087.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16750.998047 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -16751 nChanged 119
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: -16859.169922 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -16859.17 nChanged 19
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: -16876.787109 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -16876.79 nChanged 8
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: -16889.855469 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -16889.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16896.330078 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -16896.33 nChanged 7
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: -16903.056641 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -16903.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16907.667969 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -16907.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16908.101562 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -16908.1 nChanged 1
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: -16908.679688 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -16908.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16912.009766 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -16912.01 nChanged 3
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: -16914.320312 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -16914.32 nChanged 3
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: -16917.541016 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -16917.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16919.164062 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -16919.16 nChanged 1
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: -16919.902344 Penalty: 529.357117
	Iteration 13Q: 3 clusters Score -16919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16920.566406 Penalty: 529.357117
	Iteration 14Q: 3 clusters Score -16920.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16920.566406 Penalty: 529.357117
	Iteration 15F: 3 clusters Score -16920.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -18712.335938 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -18712.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18411.628906 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -18411.63 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18516.646484 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -18516.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18548.775391 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -18548.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18561.519531 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -18561.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18566.839844 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -18566.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18569.140625 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -18569.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18570.253906 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -18570.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18571.517578 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -18571.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18571.812500 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -18571.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18571.812500 Penalty: 498.738159
	Iteration 9F: 3 clusters Score -18571.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5442.139648 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5442.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5205.272949 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5205.273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5256.913574 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5256.914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5262.459473 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5262.459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5266.119141 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5266.119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5271.209473 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -5271.209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5271.923340 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -5271.923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5274.109863 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -5274.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5281.910645 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -5281.911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5285.161621 Penalty: 432.576691
	Iteration 8Q: 3 clusters Score -5285.162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5286.473145 Penalty: 432.576691
	Iteration 9Q: 3 clusters Score -5286.473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5286.473145 Penalty: 432.576691
	Iteration 10F: 3 clusters Score -5286.473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -10823.350586 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -10823.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10542.823242 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -10542.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10596.874023 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -10596.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10648.458008 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -10648.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10682.097656 Penalty: 467.891388
	Iteration 3F: 3 clusters Score -10682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10706.619141 Penalty: 467.891388
	Iteration 4F: 3 clusters Score -10706.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10719.795898 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -10719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10751.638672 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -10751.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10804.499023 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -10804.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10816.471680 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -10816.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10832.055664 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -10832.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10836.779297 Penalty: 467.891388
	Iteration 10Q: 3 clusters Score -10836.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10840.596680 Penalty: 467.891388
	Iteration 11Q: 3 clusters Score -10840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10840.596680 Penalty: 467.891388
	Iteration 12F: 3 clusters Score -10840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 57 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 114 members 
Entering Unmasked Estep 
Score: -14139594.000000 Penalty: 64101.054688
Splitting cluster 87 changes total score from -14139910.000000 to -14139594.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 88 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7825.686523 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7825.687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7580.720215 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7580.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7633.347656 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7633.348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7647.773438 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -7647.773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7655.629883 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7655.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7666.909668 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -7666.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7672.409668 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -7672.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7673.508789 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -7673.509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7678.395996 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -7678.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7680.054688 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -7680.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7681.803223 Penalty: 460.118378
	Iteration 9Q: 3 clusters Score -7681.803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7681.803223 Penalty: 460.118378
	Iteration 10F: 3 clusters Score -7681.803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8838.536133 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8838.536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8609.261719 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -8609.262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8655.075195 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -8655.075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8667.847656 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8667.848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8676.349609 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8676.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8680.103516 Penalty: 447.051605
	Iteration 4Q: 3 clusters Score -8680.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8680.665039 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -8680.665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8680.665039 Penalty: 447.051605
	Iteration 6F: 3 clusters Score -8680.665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -12828.036133 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -12828.04 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 97 members 
Entering Unmasked Estep 
Score: -12544.044922 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -12544.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12592.361328 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -12592.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12603.235352 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -12603.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12605.968750 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -12605.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12608.269531 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -12608.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12609.643555 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -12609.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12613.318359 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -12613.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12615.981445 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -12615.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12617.465820 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -12617.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12617.465820 Penalty: 481.690735
	Iteration 9F: 3 clusters Score -12617.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -14781.564453 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -14781.56 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 137 members 
Entering Unmasked Estep 
Score: -14448.224609 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -14448.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14590.696289 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -14590.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14635.583008 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -14635.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14653.036133 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -14653.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14666.142578 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -14666.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14670.532227 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -14670.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14680.008789 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -14680.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14686.208008 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -14686.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14693.571289 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -14693.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14696.928711 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -14696.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14696.928711 Penalty: 513.413574
	Iteration 10F: 3 clusters Score -14696.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -11758.130859 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -11758.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11486.296875 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -11486.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11567.564453 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -11567.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11589.120117 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -11589.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11592.346680 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -11592.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11593.973633 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -11593.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11593.973633 Penalty: 473.564606
	Iteration 5F: 3 clusters Score -11593.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -19577.912109 Penalty: 287.101288
	Iteration 0F: 2 clusters Score -19577.91 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 285 members 
Entering Unmasked Estep 
Score: -19098.808594 Penalty: 574.202576
	Iteration 0F: 3 clusters Score -19098.81 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19341.007812 Penalty: 574.202576
	Iteration 1F: 3 clusters Score -19341.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19436.035156 Penalty: 574.202576
	Iteration 2F: 3 clusters Score -19436.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19507.626953 Penalty: 574.202576
	Iteration 3F: 3 clusters Score -19507.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -19556.568359 Penalty: 574.202576
	Iteration 4F: 3 clusters Score -19556.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -19590.824219 Penalty: 574.202576
	Iteration 5Q: 3 clusters Score -19590.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19615.050781 Penalty: 574.202576
	Iteration 6Q: 3 clusters Score -19615.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19624.492188 Penalty: 574.202576
	Iteration 7Q: 3 clusters Score -19624.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19629.769531 Penalty: 574.202576
	Iteration 8Q: 3 clusters Score -19629.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -19629.769531 Penalty: 574.202576
	Iteration 9F: 3 clusters Score -19629.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 205 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 345 members 
Entering Unmasked Estep 
Score: -14139694.000000 Penalty: 64101.054688
Splitting cluster 93 changes total score from -14139910.000000 to -14139694.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 94 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -37613.312500 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -37613.31 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 294 members 
Entering Unmasked Estep 
Score: -37053.867188 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -37053.87 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37199.503906 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -37199.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37244.886719 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -37244.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37272.808594 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -37272.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37299.410156 Penalty: 580.591187
	Iteration 4Q: 3 clusters Score -37299.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37320.023438 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -37320.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37353.511719 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -37353.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37386.894531 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -37386.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37422.496094 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -37422.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37445.640625 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -37445.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37452.839844 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -37452.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37457.675781 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -37457.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37461.238281 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -37461.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37466.277344 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -37466.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37469.140625 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -37469.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37469.140625 Penalty: 580.591187
	Iteration 15F: 3 clusters Score -37469.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -53078.828125 Penalty: 302.173767
	Iteration 0F: 2 clusters Score -53078.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -52416.601562 Penalty: 604.347534
	Iteration 0F: 3 clusters Score -52416.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52679.675781 Penalty: 604.347534
	Iteration 1F: 3 clusters Score -52679.68 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52816.464844 Penalty: 604.347534
	Iteration 2F: 3 clusters Score -52816.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52926.468750 Penalty: 604.347534
	Iteration 3F: 3 clusters Score -52926.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52973.250000 Penalty: 604.347534
	Iteration 4F: 3 clusters Score -52973.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52996.691406 Penalty: 604.347534
	Iteration 5Q: 3 clusters Score -52996.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53029.765625 Penalty: 604.347534
	Iteration 6Q: 3 clusters Score -53029.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53057.039062 Penalty: 604.347534
	Iteration 7Q: 3 clusters Score -53057.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53065.160156 Penalty: 604.347534
	Iteration 8Q: 3 clusters Score -53065.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53068.238281 Penalty: 604.347534
	Iteration 9Q: 3 clusters Score -53068.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53072.214844 Penalty: 604.347534
	Iteration 10Q: 3 clusters Score -53072.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53075.093750 Penalty: 604.347534
	Iteration 11Q: 3 clusters Score -53075.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53078.675781 Penalty: 604.347534
	Iteration 12Q: 3 clusters Score -53078.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53081.046875 Penalty: 604.347534
	Iteration 13Q: 3 clusters Score -53081.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53082.253906 Penalty: 604.347534
	Iteration 14Q: 3 clusters Score -53082.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53083.945312 Penalty: 604.347534
	Iteration 15Q: 3 clusters Score -53083.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53085.246094 Penalty: 604.347534
	Iteration 16Q: 3 clusters Score -53085.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53087.382812 Penalty: 604.347534
	Iteration 17Q: 3 clusters Score -53087.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53094.117188 Penalty: 604.347534
	Iteration 18Q: 3 clusters Score -53094.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53099.582031 Penalty: 604.347534
	Iteration 19Q: 3 clusters Score -53099.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53103.191406 Penalty: 604.347534
	Iteration 20F: 3 clusters Score -53103.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53106.871094 Penalty: 604.347534
	Iteration 21Q: 3 clusters Score -53106.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53108.621094 Penalty: 604.347534
	Iteration 22Q: 3 clusters Score -53108.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53110.468750 Penalty: 604.347534
	Iteration 23Q: 3 clusters Score -53110.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53115.402344 Penalty: 604.347534
	Iteration 24Q: 3 clusters Score -53115.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53130.445312 Penalty: 604.347534
	Iteration 25Q: 3 clusters Score -53130.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53146.750000 Penalty: 604.347534
	Iteration 26Q: 3 clusters Score -53146.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53162.035156 Penalty: 604.347534
	Iteration 27Q: 3 clusters Score -53162.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53178.539062 Penalty: 604.347534
	Iteration 28Q: 3 clusters Score -53178.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -53195.539062 Penalty: 604.347534
	Iteration 29Q: 3 clusters Score -53195.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -53220.820312 Penalty: 604.347534
	Iteration 30Q: 3 clusters Score -53220.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53229.070312 Penalty: 604.347534
	Iteration 31Q: 3 clusters Score -53229.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53239.019531 Penalty: 604.347534
	Iteration 32Q: 3 clusters Score -53239.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53240.550781 Penalty: 604.347534
	Iteration 33Q: 3 clusters Score -53240.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53242.777344 Penalty: 604.347534
	Iteration 34Q: 3 clusters Score -53242.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53244.433594 Penalty: 604.347534
	Iteration 35Q: 3 clusters Score -53244.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53244.832031 Penalty: 604.347534
	Iteration 36Q: 3 clusters Score -53244.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53244.832031 Penalty: 604.347534
	Iteration 37F: 3 clusters Score -53244.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 390 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 376 members 
Entering Unmasked Estep 
Score: -14139810.000000 Penalty: 64101.054688
Splitting cluster 95 changes total score from -14139910.000000 to -14139810.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (33 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1382.990967 Penalty: 159.091095
	Iteration 0F: 2 clusters Score -1382.991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1336.604248 Penalty: 318.182190
	Iteration 0F: 3 clusters Score -1336.604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1341.246094 Penalty: 318.182190
	Iteration 1F: 3 clusters Score -1341.246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -3342.594971 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -3342.595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3146.751953 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -3146.752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3234.135498 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -3234.135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3248.381836 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -3248.382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3249.371094 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -3249.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3251.665039 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -3251.665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3251.665039 Penalty: 428.567261
	Iteration 5F: 3 clusters Score -3251.665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (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: -24997.492188 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -24997.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24607.277344 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -24607.28 nChanged 106
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: -24706.042969 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -24706.04 nChanged 29
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: -24723.179688 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -24723.18 nChanged 10
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: -24734.318359 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -24734.32 nChanged 8
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: -24748.042969 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -24748.04 nChanged 6
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: -24756.228516 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -24756.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24768.919922 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -24768.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24773.583984 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -24773.58 nChanged 4
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: -24778.544922 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -24778.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24781.099609 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -24781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24782.998047 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -24783 nChanged 0
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: -24782.998047 Penalty: 529.085876
	Iteration 11F: 3 clusters Score -24783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -7812.773438 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -7812.773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7596.264160 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -7596.264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7642.219727 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -7642.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7663.031250 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -7663.031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7664.848633 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -7664.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7664.848633 Penalty: 434.132324
	Iteration 4F: 3 clusters Score -7664.849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -5785.279785 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -5785.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5564.791504 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -5564.792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5619.122070 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -5619.122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5630.324219 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -5630.324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5633.324219 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -5633.324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5634.767578 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -5634.768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5634.767578 Penalty: 426.073944
	Iteration 5F: 3 clusters Score -5634.768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (48 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Entering Unmasked Estep 
Score: -1326.918091 Penalty: 176.139648
	Iteration 0F: 2 clusters Score -1326.918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1236.724731 Penalty: 352.279297
	Iteration 0F: 3 clusters Score -1236.725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1253.859985 Penalty: 352.279297
	Iteration 1F: 3 clusters Score -1253.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1259.444702 Penalty: 352.279297
	Iteration 2Q: 3 clusters Score -1259.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1264.726318 Penalty: 352.279297
	Iteration 3Q: 3 clusters Score -1264.726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1264.726318 Penalty: 352.279297
	Iteration 4F: 3 clusters Score -1264.726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -9847.541016 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -9847.541 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 66 members 
Entering Unmasked Estep 
Score: -9602.312500 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -9602.312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9639.618164 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -9639.618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9652.309570 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -9652.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9663.745117 Penalty: 459.536926
	Iteration 3F: 3 clusters Score -9663.745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9667.027344 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -9667.027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9673.376953 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -9673.377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9680.836914 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -9680.837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9682.961914 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -9682.962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9684.855469 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -9684.855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9686.073242 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -9686.073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9686.073242 Penalty: 459.536926
	Iteration 10F: 3 clusters Score -9686.073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -34016.156250 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -34016.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33579.765625 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -33579.77 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33772.062500 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -33772.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33864.164062 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -33864.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33898.792969 Penalty: 560.861633
	Iteration 3F: 3 clusters Score -33898.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33924.074219 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -33924.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33955.601562 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -33955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33971.496094 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -33971.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33974.554688 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -33974.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33975.902344 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -33975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33977.996094 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -33978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33979.175781 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -33979.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33979.175781 Penalty: 560.861633
	Iteration 11F: 3 clusters Score -33979.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6158.720703 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6158.721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5939.867676 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -5939.868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6020.143066 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6020.143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6051.546875 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6051.547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6074.604492 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6074.604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6077.664551 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6077.665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6078.551270 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6078.551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6078.551270 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -6078.551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2738.939453 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2738.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2589.557373 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2589.557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2623.022217 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2623.022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2639.055176 Penalty: 378.458374
	Iteration 2F: 3 clusters Score -2639.055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (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: -20468.105469 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -20468.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20101.080078 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -20101.08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20210.476562 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -20210.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20243.544922 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -20243.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20259.720703 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -20259.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20269.515625 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -20269.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20276.513672 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -20276.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20285.173828 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -20285.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20299.126953 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -20299.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20305.000000 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -20305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20309.634766 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -20309.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20313.017578 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -20313.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20313.626953 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -20313.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20313.626953 Penalty: 519.949707
	Iteration 12F: 3 clusters Score -20313.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -13991.680664 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -13991.68 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 140 members 
Entering Unmasked Estep 
Score: -13660.295898 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -13660.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13787.605469 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -13787.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13858.187500 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -13858.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13886.732422 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -13886.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13898.971680 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -13898.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13907.416992 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -13907.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13912.751953 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -13912.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13916.902344 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -13916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13920.103516 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -13920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13926.940430 Penalty: 514.695251
	Iteration 9Q: 3 clusters Score -13926.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13932.375977 Penalty: 514.695251
	Iteration 10Q: 3 clusters Score -13932.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13937.633789 Penalty: 514.695251
	Iteration 11Q: 3 clusters Score -13937.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13940.876953 Penalty: 514.695251
	Iteration 12Q: 3 clusters Score -13940.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13940.876953 Penalty: 514.695251
	Iteration 13F: 3 clusters Score -13940.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 108 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -25146.246094 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -25146.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24721.136719 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -24721.14 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24837.728516 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -24837.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24882.578125 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -24882.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24913.056641 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -24913.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24936.496094 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -24936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24952.980469 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -24952.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24972.333984 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -24972.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25001.611328 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -25001.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25031.226562 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -25031.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25042.863281 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -25042.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25046.000000 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -25046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25050.238281 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -25050.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25059.949219 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -25059.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25070.740234 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -25070.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25080.369141 Penalty: 542.451477
	Iteration 14Q: 3 clusters Score -25080.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25087.605469 Penalty: 542.451477
	Iteration 15Q: 3 clusters Score -25087.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25092.500000 Penalty: 542.451477
	Iteration 16Q: 3 clusters Score -25092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25096.382812 Penalty: 542.451477
	Iteration 17Q: 3 clusters Score -25096.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25096.705078 Penalty: 542.451477
	Iteration 18Q: 3 clusters Score -25096.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25096.705078 Penalty: 542.451477
	Iteration 19F: 3 clusters Score -25096.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -21005.519531 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -21005.52 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 118 members 
Entering Unmasked Estep 
Score: -20654.849609 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -20654.85 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20727.875000 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -20727.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20755.595703 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -20755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20773.085938 Penalty: 511.456482
	Iteration 3Q: 3 clusters Score -20773.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20784.207031 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -20784.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20787.791016 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -20787.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20790.355469 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -20790.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20791.697266 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -20791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20796.152344 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -20796.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -20801.402344 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -20801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20803.498047 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -20803.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20803.498047 Penalty: 511.456482
	Iteration 11F: 3 clusters Score -20803.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -8623.108398 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -8623.108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8331.819336 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -8331.819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8439.802734 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -8439.803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8469.516602 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -8469.517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8515.257812 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -8515.258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8536.211914 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -8536.212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8595.272461 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -8595.272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8654.867188 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -8654.867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8672.973633 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -8672.974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8683.409180 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -8683.409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8686.646484 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -8686.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8686.822266 Penalty: 484.836731
	Iteration 10F: 3 clusters Score -8686.822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8692.752930 Penalty: 484.836731
	Iteration 11Q: 3 clusters Score -8692.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8707.137695 Penalty: 484.836731
	Iteration 12Q: 3 clusters Score -8707.138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8716.187500 Penalty: 484.836731
	Iteration 13Q: 3 clusters Score -8716.188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8733.436523 Penalty: 484.836731
	Iteration 14Q: 3 clusters Score -8733.437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8752.134766 Penalty: 484.836731
	Iteration 15Q: 3 clusters Score -8752.135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8755.497070 Penalty: 484.836731
	Iteration 16F: 3 clusters Score -8755.497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8839.106445 Penalty: 484.836731
	Iteration 17Q: 3 clusters Score -8839.106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8839.106445 Penalty: 484.836731
	Iteration 18F: 3 clusters Score -8839.106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 120 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 33 members 
Mstep: Class 114 contains 86 members 
Entering Unmasked Estep 
Score: -14139806.000000 Penalty: 64101.054688
Splitting cluster 110 changes total score from -14139910.000000 to -14139806.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 111 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -4994.595703 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -4994.596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4775.229492 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -4775.229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4817.923340 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -4817.923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4831.661621 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -4831.662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4854.361328 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -4854.361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4887.817871 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -4887.818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4888.443848 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -4888.444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4888.443848 Penalty: 427.743713
	Iteration 6F: 3 clusters Score -4888.444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 112 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -3849.286377 Penalty: 212.186493
	Iteration 0F: 2 clusters Score -3849.286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3650.925293 Penalty: 424.372986
	Iteration 0F: 3 clusters Score -3650.925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3710.200684 Penalty: 424.372986
	Iteration 1F: 3 clusters Score -3710.201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3770.283691 Penalty: 424.372986
	Iteration 2F: 3 clusters Score -3770.284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3791.950928 Penalty: 424.372986
	Iteration 3F: 3 clusters Score -3791.951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3836.951416 Penalty: 424.372986
	Iteration 4Q: 3 clusters Score -3836.951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3837.953369 Penalty: 424.372986
	Iteration 5Q: 3 clusters Score -3837.953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3837.953369 Penalty: 424.372986
	Iteration 6F: 3 clusters Score -3837.953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 113 (33 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Entering Unmasked Estep 
Score: -1459.835693 Penalty: 159.091095
	Iteration 0F: 2 clusters Score -1459.836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1575.223633 Penalty: 318.182190
	Iteration 0F: 3 clusters Score -1575.224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 16 members 
Entering Unmasked Estep 
Score: -1595.169067 Penalty: 318.182190
	Iteration 1F: 3 clusters Score -1595.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 448 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 4 contains 60 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 581 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 127 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 112 members 
Mstep: Class 12 contains 118927 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 301 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 147 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 568 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 42 members 
Mstep: Class 24 contains 110 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 2017 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 126 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 531 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 217 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 1872 members 
Mstep: Class 41 contains 1041 members 
Mstep: Class 42 contains 296 members 
Mstep: Class 43 contains 71 members 
Mstep: Class 44 contains 207 members 
Mstep: Class 45 contains 1133 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 100 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 248 members 
Mstep: Class 50 contains 78 members 
Mstep: Class 51 contains 2536 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 489 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 589 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 269 members 
Mstep: Class 58 contains 186 members 
Mstep: Class 59 contains 286 members 
Mstep: Class 60 contains 156 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 16379 members 
Mstep: Class 63 contains 904 members 
Mstep: Class 64 contains 387 members 
Mstep: Class 65 contains 27 members 
Mstep: Class 66 contains 488 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 523 members 
Mstep: Class 69 contains 80 members 
Mstep: Class 70 contains 1140 members 
Mstep: Class 71 contains 231 members 
Mstep: Class 72 contains 253 members 
Mstep: Class 73 contains 352 members 
Mstep: Class 74 contains 445 members 
Mstep: Class 75 contains 226 members 
Mstep: Class 76 contains 219 members 
Mstep: Class 77 contains 277 members 
Mstep: Class 78 contains 396 members 
Mstep: Class 79 contains 446 members 
Mstep: Class 80 contains 122 members 
Mstep: Class 81 contains 88 members 
Mstep: Class 82 contains 203 members 
Mstep: Class 83 contains 1322 members 
Mstep: Class 84 contains 336 members 
Mstep: Class 85 contains 240 members 
Mstep: Class 86 contains 116 members 
Mstep: Class 87 contains 171 members 
Mstep: Class 88 contains 157 members 
Mstep: Class 89 contains 136 members 
Mstep: Class 90 contains 199 members 
Mstep: Class 91 contains 282 members 
Mstep: Class 92 contains 182 members 
Mstep: Class 93 contains 550 members 
Mstep: Class 94 contains 590 members 
Mstep: Class 95 contains 766 members 
Mstep: Class 96 contains 33 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 335 members 
Mstep: Class 99 contains 118 members 
Mstep: Class 100 contains 108 members 
Mstep: Class 101 contains 48 members 
Mstep: Class 102 contains 156 members 
Mstep: Class 103 contains 475 members 
Mstep: Class 104 contains 135 members 
Mstep: Class 105 contains 64 members 
Mstep: Class 106 contains 303 members 
Mstep: Class 107 contains 286 members 
Mstep: Class 108 contains 388 members 
Mstep: Class 109 contains 276 members 
Mstep: Class 110 contains 206 members 
Mstep: Class 111 contains 110 members 
Mstep: Class 112 contains 106 members 
Mstep: Class 113 contains 17 members 
Mstep: Class 114 contains 16 members 
Entering Unmasked Estep 
Score: -14139638.000000 Penalty: 64101.054688
Splitting cluster 113 changes total score from -14139910.000000 to -14139638.000000
So it's not getting split.
--- Evaluating fit on full set of 698461 points ---
Entering Unmasked Estep 
Score: -42508084.000000 Penalty: 69187.289062
22->114 Clusters: Score -42508084.000000, best is -42499292.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 232820 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10683 members 
Mstep: Class 3 contains 10650 members 
Mstep: Class 4 contains 10519 members 
Mstep: Class 5 contains 10534 members 
Mstep: Class 6 contains 10475 members 
Mstep: Class 7 contains 10589 members 
Mstep: Class 8 contains 10543 members 
Mstep: Class 9 contains 10508 members 
Mstep: Class 10 contains 10670 members 
Mstep: Class 11 contains 10573 members 
Mstep: Class 12 contains 10560 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 10695 members 
Mstep: Class 15 contains 10724 members 
Mstep: Class 16 contains 10530 members 
Mstep: Class 17 contains 10633 members 
Mstep: Class 18 contains 10587 members 
Mstep: Class 19 contains 10697 members 
Mstep: Class 20 contains 10524 members 
Mstep: Class 21 contains 10491 members 
Mstep: Class 22 contains 10533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 7.123112 but Gain 562.290039
Score: -9093806.000000 Penalty: 11808.088867
Iteration 0F: 22 clusters Score -9093806 nChanged 222386
Entering Unmasked Mstep 
Mstep: Class 0 contains 6153 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 1562 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 13 contains 702 members 
Mstep: Class 14 contains 229 members 
Mstep: Class 15 contains 8713 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 27314 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 122 members 
Mstep: Class 22 contains 161223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 308.223602 but Gain 562.290039
Score: -12609347.000000 Penalty: 11245.798828
Iteration 1F: 21 clusters Score -1.260935e+07 nChanged 49170
Entering Unmasked Mstep 
Mstep: Class 0 contains 4396 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 4 contains 2465 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 1777 members 
Mstep: Class 7 contains 2240 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 1820 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 15 contains 10861 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 14482 members 
Mstep: Class 19 contains 1318 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 115 members 
Mstep: Class 22 contains 172699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13308418.000000 Penalty: 11245.798828
Iteration 2F: 21 clusters Score -1.330842e+07 nChanged 24957
Entering Unmasked Mstep 
Mstep: Class 0 contains 3506 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 2868 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 2222 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 1558 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 13 contains 2180 members 
Mstep: Class 15 contains 11726 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 1216 members 
Mstep: Class 20 contains 3103 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 176578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13425816.000000 Penalty: 11245.798828
Iteration 3F: 21 clusters Score -1.342582e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 3334 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 1088 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 18 contains 10611 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 3727 members 
Mstep: Class 21 contains 349 members 
Mstep: Class 22 contains 175492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13461595.000000 Penalty: 11245.798828
Iteration 4Q: 21 clusters Score -1.34616e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 3306 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 2769 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 683 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 1176 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 1493 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 13 contains 1704 members 
Mstep: Class 15 contains 10476 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 13514 members 
Mstep: Class 19 contains 747 members 
Mstep: Class 20 contains 3819 members 
Mstep: Class 21 contains 511 members 
Mstep: Class 22 contains 173098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13481406.000000 Penalty: 11245.798828
Iteration 5Q: 21 clusters Score -1.348141e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 3300 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2556 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 1789 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 4272 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 475 members 
Mstep: Class 18 contains 17871 members 
Mstep: Class 19 contains 592 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 169494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13490012.000000 Penalty: 11245.798828
Iteration 6Q: 21 clusters Score -1.349001e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 3305 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 1282 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 1215 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 15 contains 9060 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 466 members 
Mstep: Class 18 contains 21767 members 
Mstep: Class 19 contains 545 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 21 contains 731 members 
Mstep: Class 22 contains 165437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13489514.000000 Penalty: 11245.798828
Iteration 7Q: 21 clusters Score -1.348951e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 3304 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 1222 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 13 contains 685 members 
Mstep: Class 15 contains 9254 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 25455 members 
Mstep: Class 19 contains 525 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 161532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13493933.000000 Penalty: 11245.798828
Iteration 8Q: 21 clusters Score -1.349393e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 3305 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2672 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 1870 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 518 members 
Mstep: Class 18 contains 28791 members 
Mstep: Class 19 contains 512 members 
Mstep: Class 20 contains 3987 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 157887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13499450.000000 Penalty: 11245.798828
Iteration 9Q: 21 clusters Score -1.349945e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 3312 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 2238 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 2919 members 
Mstep: Class 17 contains 562 members 
Mstep: Class 18 contains 31891 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 804 members 
Mstep: Class 22 contains 154374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13504568.000000 Penalty: 11245.798828
Iteration 10Q: 21 clusters Score -1.350457e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 3322 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 2640 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 2237 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 13 contains 474 members 
Mstep: Class 15 contains 9464 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 621 members 
Mstep: Class 18 contains 34921 members 
Mstep: Class 19 contains 486 members 
Mstep: Class 20 contains 4040 members 
Mstep: Class 21 contains 806 members 
Mstep: Class 22 contains 150923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13510234.000000 Penalty: 11245.798828
Iteration 11Q: 21 clusters Score -1.351023e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 3327 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2632 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 4765 members 
Mstep: Class 13 contains 481 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 37903 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 4067 members 
Mstep: Class 21 contains 814 members 
Mstep: Class 22 contains 147694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13512815.000000 Penalty: 11245.798828
Iteration 12Q: 21 clusters Score -1.351282e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 3331 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2624 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 1751 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 15 contains 9021 members 
Mstep: Class 16 contains 2911 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 40843 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 4101 members 
Mstep: Class 21 contains 826 members 
Mstep: Class 22 contains 144638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13515507.000000 Penalty: 11245.798828
Iteration 13Q: 21 clusters Score -1.351551e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 3333 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2617 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 16 contains 2901 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 43718 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 816 members 
Mstep: Class 22 contains 141706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13517334.000000 Penalty: 11245.798828
Iteration 14Q: 21 clusters Score -1.351733e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 3333 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2610 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 5560 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 15 contains 8474 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 46618 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 138767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13519689.000000 Penalty: 11245.798828
Iteration 15Q: 21 clusters Score -1.351969e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 3332 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 3098 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 15 contains 8176 members 
Mstep: Class 16 contains 2871 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 49543 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 4196 members 
Mstep: Class 21 contains 808 members 
Mstep: Class 22 contains 135796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13522029.000000 Penalty: 11245.798828
Iteration 16Q: 21 clusters Score -1.352203e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 3333 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 3110 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 1672 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 15 contains 7889 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 52593 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 4225 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 132722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13525004.000000 Penalty: 11245.798828
Iteration 17Q: 21 clusters Score -1.3525e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 3335 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 1962 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 6357 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 15 contains 7641 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 55722 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 810 members 
Mstep: Class 22 contains 129548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13528341.000000 Penalty: 11245.798828
Iteration 18Q: 21 clusters Score -1.352834e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 3339 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 1961 members 
Mstep: Class 6 contains 1676 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 2235 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 2845 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 58914 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 21 contains 808 members 
Mstep: Class 22 contains 126313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13532292.000000 Penalty: 11245.798828
Iteration 19Q: 21 clusters Score -1.353229e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 3340 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 1675 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 867 members 
Mstep: Class 18 contains 62112 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 804 members 
Mstep: Class 22 contains 123103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13624921.000000 Penalty: 11245.798828
Iteration 20F: 21 clusters Score -1.362492e+07 nChanged 22875
Entering Unmasked Mstep 
Mstep: Class 0 contains 2390 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 1399 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 15 contains 6960 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 65452 members 
Mstep: Class 19 contains 486 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 101908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13790843.000000 Penalty: 11245.798828
Iteration 21F: 21 clusters Score -1.379084e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2397 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 4 contains 3411 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 60585 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 4384 members 
Mstep: Class 21 contains 939 members 
Mstep: Class 22 contains 104905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13825148.000000 Penalty: 11245.798828
Iteration 22Q: 21 clusters Score -1.382515e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 2408 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 13 contains 830 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 18 contains 56520 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 961 members 
Mstep: Class 22 contains 108974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13845696.000000 Penalty: 11245.798828
Iteration 23Q: 21 clusters Score -1.38457e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2416 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 2440 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 5 contains 1986 members 
Mstep: Class 6 contains 1770 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 15 contains 6361 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 18 contains 52982 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 4465 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 112594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13858556.000000 Penalty: 11245.798828
Iteration 24Q: 21 clusters Score -1.385856e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 2425 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 4120 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 1800 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 13 contains 1013 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 49820 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 115854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13863345.000000 Penalty: 11245.798828
Iteration 25Q: 21 clusters Score -1.386334e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2435 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 1805 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 13 contains 1201 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 46941 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 118784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13865834.000000 Penalty: 11245.798828
Iteration 26Q: 21 clusters Score -1.386583e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2439 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 1791 members 
Mstep: Class 7 contains 1268 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 7543 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 15 contains 6008 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 18 contains 44348 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 4532 members 
Mstep: Class 21 contains 1072 members 
Mstep: Class 22 contains 121416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13867478.000000 Penalty: 11245.798828
Iteration 27Q: 21 clusters Score -1.386748e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 2444 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2485 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 1775 members 
Mstep: Class 7 contains 1272 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 15 contains 5901 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 42120 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 123702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13868273.000000 Penalty: 11245.798828
Iteration 28Q: 21 clusters Score -1.386827e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 2446 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 2489 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 1755 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1089 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 13 contains 1614 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 40203 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4541 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 125651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13868915.000000 Penalty: 11245.798828
Iteration 29Q: 21 clusters Score -1.386892e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 2449 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2489 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1084 members 
Mstep: Class 10 contains 2195 members 
Mstep: Class 11 contains 7741 members 
Mstep: Class 13 contains 1675 members 
Mstep: Class 15 contains 5713 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 38519 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4541 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 127373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13869517.000000 Penalty: 11245.798828
Iteration 30Q: 21 clusters Score -1.386952e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 2449 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1081 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 7804 members 
Mstep: Class 13 contains 1721 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 18 contains 36978 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4541 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 128929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13869875.000000 Penalty: 11245.798828
Iteration 31Q: 21 clusters Score -1.386988e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 2451 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1078 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 7859 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 15 contains 5568 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 909 members 
Mstep: Class 18 contains 35614 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 130314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13870267.000000 Penalty: 11245.798828
Iteration 32Q: 21 clusters Score -1.387027e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 7903 members 
Mstep: Class 13 contains 1753 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 892 members 
Mstep: Class 18 contains 34433 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 131521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13870720.000000 Penalty: 11245.798828
Iteration 33Q: 21 clusters Score -1.387072e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 1682 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 7955 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 33357 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 132608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13871040.000000 Penalty: 11245.798828
Iteration 34Q: 21 clusters Score -1.387104e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 871 members 
Mstep: Class 18 contains 32458 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 133529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13871255.000000 Penalty: 11245.798828
Iteration 35Q: 21 clusters Score -1.387126e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 864 members 
Mstep: Class 18 contains 31729 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 134279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13871385.000000 Penalty: 11245.798828
Iteration 36Q: 21 clusters Score -1.387138e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 1988 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 15 contains 5293 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 856 members 
Mstep: Class 18 contains 31126 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 134893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13871580.000000 Penalty: 11245.798828
Iteration 37Q: 21 clusters Score -1.387158e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 8099 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 30599 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13871687.000000 Penalty: 11245.798828
Iteration 38Q: 21 clusters Score -1.387169e+07 nChanged 468
Entering ConstructFrom: 
Score: -13871687.000000 Penalty: 11245.798828
Entering ConstructFrom: 
Trying to split cluster 1 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -1652781.125000 Penalty: 450.435455
	Iteration 0F: 2 clusters Score -1652781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1642909.875000 Penalty: 900.870911
	Iteration 0F: 3 clusters Score -1642910 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1652792.750000 Penalty: 900.870911
	Iteration 1F: 3 clusters Score -1652793 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1657910.875000 Penalty: 900.870911
	Iteration 2F: 3 clusters Score -1657911 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1662670.125000 Penalty: 900.870911
	Iteration 3F: 3 clusters Score -1662670 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1664820.125000 Penalty: 900.870911
	Iteration 4F: 3 clusters Score -1664820 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1665255.375000 Penalty: 900.870911
	Iteration 5Q: 3 clusters Score -1665255 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1665417.750000 Penalty: 900.870911
	Iteration 6Q: 3 clusters Score -1665418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1665508.250000 Penalty: 900.870911
	Iteration 7Q: 3 clusters Score -1665508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1665541.375000 Penalty: 900.870911
	Iteration 8Q: 3 clusters Score -1665541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1665551.750000 Penalty: 900.870911
	Iteration 9Q: 3 clusters Score -1665552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1665556.000000 Penalty: 900.870911
	Iteration 10Q: 3 clusters Score -1665556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1665569.500000 Penalty: 900.870911
	Iteration 11Q: 3 clusters Score -1665570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1665575.750000 Penalty: 900.870911
	Iteration 12Q: 3 clusters Score -1665576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1665582.500000 Penalty: 900.870911
	Iteration 13Q: 3 clusters Score -1665582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1665586.875000 Penalty: 900.870911
	Iteration 14Q: 3 clusters Score -1665587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1665586.625000 Penalty: 900.870911
	Iteration 15Q: 3 clusters Score -1665587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1665590.750000 Penalty: 900.870911
	Iteration 16Q: 3 clusters Score -1665591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1665590.375000 Penalty: 900.870911
	Iteration 17Q: 3 clusters Score -1665590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1665586.875000 Penalty: 900.870911
	Iteration 18Q: 3 clusters Score -1665587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1665586.875000 Penalty: 900.870911
	Iteration 19F: 3 clusters Score -1665587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Entering Unmasked Estep 
Score: -13884626.000000 Penalty: 11808.088867
Splitting cluster 1 changes total score from -13871687.000000 to -13884626.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (2493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Entering Unmasked Estep 
Score: -127547.437500 Penalty: 355.866516
	Iteration 0F: 2 clusters Score -127547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -125976.343750 Penalty: 711.733032
	Iteration 0F: 3 clusters Score -125976.3 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -129894.195312 Penalty: 711.733032
	Iteration 1F: 3 clusters Score -129894.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135540.875000 Penalty: 711.733032
	Iteration 2F: 3 clusters Score -135540.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139262.937500 Penalty: 711.733032
	Iteration 3F: 3 clusters Score -139262.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -139941.421875 Penalty: 711.733032
	Iteration 4Q: 3 clusters Score -139941.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -140460.187500 Penalty: 711.733032
	Iteration 5Q: 3 clusters Score -140460.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -141015.828125 Penalty: 711.733032
	Iteration 6Q: 3 clusters Score -141015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -141746.046875 Penalty: 711.733032
	Iteration 7Q: 3 clusters Score -141746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -141746.046875 Penalty: 711.733032
	Iteration 8F: 3 clusters Score -141746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Entering Unmasked Estep 
Score: -13898605.000000 Penalty: 12370.378906
Splitting cluster 2 changes total score from -13871687.000000 to -13898605.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -155580.390625 Penalty: 357.831116
	Iteration 0F: 2 clusters Score -155580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -153757.000000 Penalty: 715.662231
	Iteration 0F: 3 clusters Score -153757 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -154407.578125 Penalty: 715.662231
	Iteration 1F: 3 clusters Score -154407.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -154507.140625 Penalty: 715.662231
	Iteration 2F: 3 clusters Score -154507.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -154598.671875 Penalty: 715.662231
	Iteration 3F: 3 clusters Score -154598.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -154730.203125 Penalty: 715.662231
	Iteration 4F: 3 clusters Score -154730.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -154877.703125 Penalty: 715.662231
	Iteration 5F: 3 clusters Score -154877.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155024.453125 Penalty: 715.662231
	Iteration 6F: 3 clusters Score -155024.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -155151.578125 Penalty: 715.662231
	Iteration 7F: 3 clusters Score -155151.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -155251.484375 Penalty: 715.662231
	Iteration 8Q: 3 clusters Score -155251.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -155309.781250 Penalty: 715.662231
	Iteration 9Q: 3 clusters Score -155309.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -155344.468750 Penalty: 715.662231
	Iteration 10Q: 3 clusters Score -155344.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -155366.781250 Penalty: 715.662231
	Iteration 11Q: 3 clusters Score -155366.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -155391.125000 Penalty: 715.662231
	Iteration 12Q: 3 clusters Score -155391.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -155412.890625 Penalty: 715.662231
	Iteration 13Q: 3 clusters Score -155412.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -155430.078125 Penalty: 715.662231
	Iteration 14Q: 3 clusters Score -155430.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -155437.343750 Penalty: 715.662231
	Iteration 15Q: 3 clusters Score -155437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -155445.953125 Penalty: 715.662231
	Iteration 16Q: 3 clusters Score -155446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -155450.640625 Penalty: 715.662231
	Iteration 17Q: 3 clusters Score -155450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -155450.781250 Penalty: 715.662231
	Iteration 18Q: 3 clusters Score -155450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -155451.453125 Penalty: 715.662231
	Iteration 19Q: 3 clusters Score -155451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -155451.781250 Penalty: 715.662231
	Iteration 20F: 3 clusters Score -155451.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -231442.125000 Penalty: 377.288147
	Iteration 0F: 2 clusters Score -231442.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -228827.593750 Penalty: 754.576294
	Iteration 0F: 3 clusters Score -228827.6 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -232066.968750 Penalty: 754.576294
	Iteration 1F: 3 clusters Score -232067 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -233801.937500 Penalty: 754.576294
	Iteration 2F: 3 clusters Score -233801.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -234601.359375 Penalty: 754.576294
	Iteration 3F: 3 clusters Score -234601.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -235101.453125 Penalty: 754.576294
	Iteration 4F: 3 clusters Score -235101.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -235395.156250 Penalty: 754.576294
	Iteration 5Q: 3 clusters Score -235395.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -235652.812500 Penalty: 754.576294
	Iteration 6Q: 3 clusters Score -235652.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -235891.875000 Penalty: 754.576294
	Iteration 7Q: 3 clusters Score -235891.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -235908.203125 Penalty: 754.576294
	Iteration 8Q: 3 clusters Score -235908.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -235926.250000 Penalty: 754.576294
	Iteration 9Q: 3 clusters Score -235926.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -235936.312500 Penalty: 754.576294
	Iteration 10Q: 3 clusters Score -235936.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -235943.453125 Penalty: 754.576294
	Iteration 11Q: 3 clusters Score -235943.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -235952.140625 Penalty: 754.576294
	Iteration 12Q: 3 clusters Score -235952.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -235959.671875 Penalty: 754.576294
	Iteration 13Q: 3 clusters Score -235959.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -235973.671875 Penalty: 754.576294
	Iteration 14Q: 3 clusters Score -235973.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -235994.343750 Penalty: 754.576294
	Iteration 15Q: 3 clusters Score -235994.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -236027.046875 Penalty: 754.576294
	Iteration 16Q: 3 clusters Score -236027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -236070.296875 Penalty: 754.576294
	Iteration 17Q: 3 clusters Score -236070.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -236121.531250 Penalty: 754.576294
	Iteration 18Q: 3 clusters Score -236121.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -236172.953125 Penalty: 754.576294
	Iteration 19Q: 3 clusters Score -236173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -236247.750000 Penalty: 754.576294
	Iteration 20F: 3 clusters Score -236247.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -236313.062500 Penalty: 754.576294
	Iteration 21Q: 3 clusters Score -236313.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -236354.109375 Penalty: 754.576294
	Iteration 22Q: 3 clusters Score -236354.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -236385.312500 Penalty: 754.576294
	Iteration 23Q: 3 clusters Score -236385.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -236402.921875 Penalty: 754.576294
	Iteration 24Q: 3 clusters Score -236402.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -236412.375000 Penalty: 754.576294
	Iteration 25Q: 3 clusters Score -236412.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -236418.125000 Penalty: 754.576294
	Iteration 26Q: 3 clusters Score -236418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -236421.468750 Penalty: 754.576294
	Iteration 27Q: 3 clusters Score -236421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -236424.265625 Penalty: 754.576294
	Iteration 28Q: 3 clusters Score -236424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -236427.171875 Penalty: 754.576294
	Iteration 29Q: 3 clusters Score -236427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -236428.437500 Penalty: 754.576294
	Iteration 30Q: 3 clusters Score -236428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -236428.906250 Penalty: 754.576294
	Iteration 31Q: 3 clusters Score -236428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -236429.906250 Penalty: 754.576294
	Iteration 32Q: 3 clusters Score -236429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -236431.421875 Penalty: 754.576294
	Iteration 33Q: 3 clusters Score -236431.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -236434.656250 Penalty: 754.576294
	Iteration 34Q: 3 clusters Score -236434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -236437.531250 Penalty: 754.576294
	Iteration 35Q: 3 clusters Score -236437.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -236441.093750 Penalty: 754.576294
	Iteration 36Q: 3 clusters Score -236441.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -236444.703125 Penalty: 754.576294
	Iteration 37Q: 3 clusters Score -236444.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -236447.453125 Penalty: 754.576294
	Iteration 38Q: 3 clusters Score -236447.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -236450.000000 Penalty: 754.576294
	Iteration 39Q: 3 clusters Score -236450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -236456.171875 Penalty: 754.576294
	Iteration 40F: 3 clusters Score -236456.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -236462.921875 Penalty: 754.576294
	Iteration 41Q: 3 clusters Score -236462.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -236468.890625 Penalty: 754.576294
	Iteration 42Q: 3 clusters Score -236468.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -236473.953125 Penalty: 754.576294
	Iteration 43Q: 3 clusters Score -236474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -236477.765625 Penalty: 754.576294
	Iteration 44Q: 3 clusters Score -236477.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -236489.250000 Penalty: 754.576294
	Iteration 45Q: 3 clusters Score -236489.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -236505.187500 Penalty: 754.576294
	Iteration 46Q: 3 clusters Score -236505.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -236516.718750 Penalty: 754.576294
	Iteration 47Q: 3 clusters Score -236516.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -236521.984375 Penalty: 754.576294
	Iteration 48Q: 3 clusters Score -236522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -236531.562500 Penalty: 754.576294
	Iteration 49Q: 3 clusters Score -236531.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -236536.312500 Penalty: 754.576294
	Iteration 50Q: 3 clusters Score -236536.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -236543.953125 Penalty: 754.576294
	Iteration 51Q: 3 clusters Score -236544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -236548.171875 Penalty: 754.576294
	Iteration 52Q: 3 clusters Score -236548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -236550.312500 Penalty: 754.576294
	Iteration 53Q: 3 clusters Score -236550.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -236553.968750 Penalty: 754.576294
	Iteration 54Q: 3 clusters Score -236554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -236558.531250 Penalty: 754.576294
	Iteration 55Q: 3 clusters Score -236558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -236569.781250 Penalty: 754.576294
	Iteration 56Q: 3 clusters Score -236569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -236573.078125 Penalty: 754.576294
	Iteration 57Q: 3 clusters Score -236573.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -236575.562500 Penalty: 754.576294
	Iteration 58Q: 3 clusters Score -236575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -236576.578125 Penalty: 754.576294
	Iteration 59Q: 3 clusters Score -236576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -236583.484375 Penalty: 754.576294
	Iteration 60F: 3 clusters Score -236583.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -236606.265625 Penalty: 754.576294
	Iteration 61Q: 3 clusters Score -236606.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -236623.765625 Penalty: 754.576294
	Iteration 62Q: 3 clusters Score -236623.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -236636.234375 Penalty: 754.576294
	Iteration 63Q: 3 clusters Score -236636.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -236650.234375 Penalty: 754.576294
	Iteration 64Q: 3 clusters Score -236650.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -236670.000000 Penalty: 754.576294
	Iteration 65Q: 3 clusters Score -236670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -236697.343750 Penalty: 754.576294
	Iteration 66Q: 3 clusters Score -236697.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -236716.750000 Penalty: 754.576294
	Iteration 67Q: 3 clusters Score -236716.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -236741.453125 Penalty: 754.576294
	Iteration 68Q: 3 clusters Score -236741.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -236778.343750 Penalty: 754.576294
	Iteration 69Q: 3 clusters Score -236778.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -236797.609375 Penalty: 754.576294
	Iteration 70Q: 3 clusters Score -236797.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -236820.578125 Penalty: 754.576294
	Iteration 71Q: 3 clusters Score -236820.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -236853.390625 Penalty: 754.576294
	Iteration 72Q: 3 clusters Score -236853.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -236917.765625 Penalty: 754.576294
	Iteration 73Q: 3 clusters Score -236917.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -236960.984375 Penalty: 754.576294
	Iteration 74Q: 3 clusters Score -236961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -237006.250000 Penalty: 754.576294
	Iteration 75Q: 3 clusters Score -237006.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -237025.843750 Penalty: 754.576294
	Iteration 76Q: 3 clusters Score -237025.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -237069.625000 Penalty: 754.576294
	Iteration 77Q: 3 clusters Score -237069.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -237116.359375 Penalty: 754.576294
	Iteration 78Q: 3 clusters Score -237116.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -237152.093750 Penalty: 754.576294
	Iteration 79Q: 3 clusters Score -237152.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -237352.609375 Penalty: 754.576294
	Iteration 80F: 3 clusters Score -237352.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -237753.468750 Penalty: 754.576294
	Iteration 81Q: 3 clusters Score -237753.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -238062.343750 Penalty: 754.576294
	Iteration 82Q: 3 clusters Score -238062.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -238447.468750 Penalty: 754.576294
	Iteration 83Q: 3 clusters Score -238447.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -239450.531250 Penalty: 754.576294
	Iteration 84Q: 3 clusters Score -239450.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -241178.765625 Penalty: 754.576294
	Iteration 85Q: 3 clusters Score -241178.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -241993.140625 Penalty: 754.576294
	Iteration 86Q: 3 clusters Score -241993.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -242900.468750 Penalty: 754.576294
	Iteration 87Q: 3 clusters Score -242900.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -245811.593750 Penalty: 754.576294
	Iteration 88Q: 3 clusters Score -245811.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -246744.796875 Penalty: 754.576294
	Iteration 89Q: 3 clusters Score -246744.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -246771.296875 Penalty: 754.576294
	Iteration 90Q: 3 clusters Score -246771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -246771.656250 Penalty: 754.576294
	Iteration 91Q: 3 clusters Score -246771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -247156.687500 Penalty: 754.576294
	Iteration 92F: 3 clusters Score -247156.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -247439.187500 Penalty: 754.576294
	Iteration 93Q: 3 clusters Score -247439.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -247536.687500 Penalty: 754.576294
	Iteration 94Q: 3 clusters Score -247536.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -247578.109375 Penalty: 754.576294
	Iteration 95Q: 3 clusters Score -247578.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -247584.484375 Penalty: 754.576294
	Iteration 96Q: 3 clusters Score -247584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -247585.015625 Penalty: 754.576294
	Iteration 97Q: 3 clusters Score -247585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -247585.328125 Penalty: 754.576294
	Iteration 98Q: 3 clusters Score -247585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -247652.312500 Penalty: 754.576294
	Iteration 99F: 3 clusters Score -247652.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -247764.453125 Penalty: 754.576294
	Iteration 100F: 3 clusters Score -247764.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -247870.921875 Penalty: 754.576294
	Iteration 101Q: 3 clusters Score -247870.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -247962.156250 Penalty: 754.576294
	Iteration 102Q: 3 clusters Score -247962.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -248019.125000 Penalty: 754.576294
	Iteration 103Q: 3 clusters Score -248019.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -248057.750000 Penalty: 754.576294
	Iteration 104Q: 3 clusters Score -248057.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -248088.140625 Penalty: 754.576294
	Iteration 105Q: 3 clusters Score -248088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -248106.718750 Penalty: 754.576294
	Iteration 106Q: 3 clusters Score -248106.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -248120.281250 Penalty: 754.576294
	Iteration 107Q: 3 clusters Score -248120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -248127.718750 Penalty: 754.576294
	Iteration 108Q: 3 clusters Score -248127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -248128.265625 Penalty: 754.576294
	Iteration 109Q: 3 clusters Score -248128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -248178.828125 Penalty: 754.576294
	Iteration 110F: 3 clusters Score -248178.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -248236.328125 Penalty: 754.576294
	Iteration 111Q: 3 clusters Score -248236.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -248265.296875 Penalty: 754.576294
	Iteration 112Q: 3 clusters Score -248265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -248276.109375 Penalty: 754.576294
	Iteration 113Q: 3 clusters Score -248276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -248278.921875 Penalty: 754.576294
	Iteration 114Q: 3 clusters Score -248278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -248279.421875 Penalty: 754.576294
	Iteration 115Q: 3 clusters Score -248279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -248280.593750 Penalty: 754.576294
	Iteration 116Q: 3 clusters Score -248280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -248280.609375 Penalty: 754.576294
	Iteration 117Q: 3 clusters Score -248280.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -248283.546875 Penalty: 754.576294
	Iteration 118F: 3 clusters Score -248283.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -248287.000000 Penalty: 754.576294
	Iteration 119Q: 3 clusters Score -248287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -248290.062500 Penalty: 754.576294
	Iteration 120F: 3 clusters Score -248290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -248296.000000 Penalty: 754.576294
	Iteration 121Q: 3 clusters Score -248296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -248298.828125 Penalty: 754.576294
	Iteration 122Q: 3 clusters Score -248298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -248299.453125 Penalty: 754.576294
	Iteration 123Q: 3 clusters Score -248299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -248299.953125 Penalty: 754.576294
	Iteration 124Q: 3 clusters Score -248300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -248299.687500 Penalty: 754.576294
	Iteration 125Q: 3 clusters Score -248299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -248299.687500 Penalty: 754.576294
	Iteration 126F: 3 clusters Score -248299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 1984 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Entering Unmasked Estep 
Score: -13915294.000000 Penalty: 12932.668945
Splitting cluster 4 changes total score from -13871687.000000 to -13915294.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -109830.484375 Penalty: 345.475586
	Iteration 0F: 2 clusters Score -109830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -108482.203125 Penalty: 690.951172
	Iteration 0F: 3 clusters Score -108482.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -110268.625000 Penalty: 690.951172
	Iteration 1F: 3 clusters Score -110268.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -110892.570312 Penalty: 690.951172
	Iteration 2F: 3 clusters Score -110892.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -110976.390625 Penalty: 690.951172
	Iteration 3F: 3 clusters Score -110976.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -110994.726562 Penalty: 690.951172
	Iteration 4Q: 3 clusters Score -110994.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -111005.851562 Penalty: 690.951172
	Iteration 5Q: 3 clusters Score -111005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -111010.117188 Penalty: 690.951172
	Iteration 6Q: 3 clusters Score -111010.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -111012.171875 Penalty: 690.951172
	Iteration 7Q: 3 clusters Score -111012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -111013.781250 Penalty: 690.951172
	Iteration 8Q: 3 clusters Score -111013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -111015.132812 Penalty: 690.951172
	Iteration 9Q: 3 clusters Score -111015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -111016.031250 Penalty: 690.951172
	Iteration 10Q: 3 clusters Score -111016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -111016.695312 Penalty: 690.951172
	Iteration 11Q: 3 clusters Score -111016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -111017.515625 Penalty: 690.951172
	Iteration 12Q: 3 clusters Score -111017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -111018.000000 Penalty: 690.951172
	Iteration 13Q: 3 clusters Score -111018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -111018.953125 Penalty: 690.951172
	Iteration 14Q: 3 clusters Score -111019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -111019.585938 Penalty: 690.951172
	Iteration 15Q: 3 clusters Score -111019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -111020.125000 Penalty: 690.951172
	Iteration 16Q: 3 clusters Score -111020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -111020.375000 Penalty: 690.951172
	Iteration 17Q: 3 clusters Score -111020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -111020.375000 Penalty: 690.951172
	Iteration 18F: 3 clusters Score -111020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 1681 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Entering Unmasked Estep 
Score: -13916254.000000 Penalty: 13494.958984
Splitting cluster 5 changes total score from -13871687.000000 to -13916254.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -109688.921875 Penalty: 337.935059
	Iteration 0F: 2 clusters Score -109688.9 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 818 members 
Entering Unmasked Estep 
Score: -108464.875000 Penalty: 675.870117
	Iteration 0F: 3 clusters Score -108464.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -109744.179688 Penalty: 675.870117
	Iteration 1F: 3 clusters Score -109744.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -110825.539062 Penalty: 675.870117
	Iteration 2F: 3 clusters Score -110825.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -111223.101562 Penalty: 675.870117
	Iteration 3F: 3 clusters Score -111223.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -111416.046875 Penalty: 675.870117
	Iteration 4F: 3 clusters Score -111416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -111526.046875 Penalty: 675.870117
	Iteration 5Q: 3 clusters Score -111526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -111561.523438 Penalty: 675.870117
	Iteration 6Q: 3 clusters Score -111561.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -111578.703125 Penalty: 675.870117
	Iteration 7Q: 3 clusters Score -111578.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -111590.453125 Penalty: 675.870117
	Iteration 8Q: 3 clusters Score -111590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -111601.968750 Penalty: 675.870117
	Iteration 9Q: 3 clusters Score -111602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -111608.820312 Penalty: 675.870117
	Iteration 10Q: 3 clusters Score -111608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -111611.695312 Penalty: 675.870117
	Iteration 11Q: 3 clusters Score -111611.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -111614.632812 Penalty: 675.870117
	Iteration 12Q: 3 clusters Score -111614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -111616.437500 Penalty: 675.870117
	Iteration 13Q: 3 clusters Score -111616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -111616.632812 Penalty: 675.870117
	Iteration 14Q: 3 clusters Score -111616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -111616.906250 Penalty: 675.870117
	Iteration 15Q: 3 clusters Score -111616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -111616.906250 Penalty: 675.870117
	Iteration 16F: 3 clusters Score -111616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Entering Unmasked Estep 
Score: -13917981.000000 Penalty: 14057.249023
Splitting cluster 6 changes total score from -13871687.000000 to -13917981.000000
So it's getting split into cluster 25.
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: -74128.218750 Penalty: 325.606049
	Iteration 0F: 2 clusters Score -74128.22 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 650 members 
Entering Unmasked Estep 
Score: -73208.171875 Penalty: 651.212097
	Iteration 0F: 3 clusters Score -73208.17 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -73967.398438 Penalty: 651.212097
	Iteration 1F: 3 clusters Score -73967.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -74423.335938 Penalty: 651.212097
	Iteration 2F: 3 clusters Score -74423.34 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -74667.906250 Penalty: 651.212097
	Iteration 3F: 3 clusters Score -74667.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -74808.601562 Penalty: 651.212097
	Iteration 4F: 3 clusters Score -74808.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -74853.992188 Penalty: 651.212097
	Iteration 5Q: 3 clusters Score -74853.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -74871.945312 Penalty: 651.212097
	Iteration 6Q: 3 clusters Score -74871.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -74897.492188 Penalty: 651.212097
	Iteration 7Q: 3 clusters Score -74897.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -74925.578125 Penalty: 651.212097
	Iteration 8Q: 3 clusters Score -74925.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -74935.664062 Penalty: 651.212097
	Iteration 9Q: 3 clusters Score -74935.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -74944.351562 Penalty: 651.212097
	Iteration 10Q: 3 clusters Score -74944.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -74948.328125 Penalty: 651.212097
	Iteration 11Q: 3 clusters Score -74948.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -74949.531250 Penalty: 651.212097
	Iteration 12Q: 3 clusters Score -74949.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -74949.625000 Penalty: 651.212097
	Iteration 13Q: 3 clusters Score -74949.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -74949.851562 Penalty: 651.212097
	Iteration 14Q: 3 clusters Score -74949.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -74949.898438 Penalty: 651.212097
	Iteration 15Q: 3 clusters Score -74949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -74950.343750 Penalty: 651.212097
	Iteration 16Q: 3 clusters Score -74950.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -74950.523438 Penalty: 651.212097
	Iteration 17Q: 3 clusters Score -74950.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -74950.656250 Penalty: 651.212097
	Iteration 18Q: 3 clusters Score -74950.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -74950.937500 Penalty: 651.212097
	Iteration 19Q: 3 clusters Score -74950.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -74950.937500 Penalty: 651.212097
	Iteration 20F: 3 clusters Score -74950.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Entering Unmasked Estep 
Score: -13918567.000000 Penalty: 14619.539062
Splitting cluster 7 changes total score from -13871687.000000 to -13918567.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -136297.187500 Penalty: 350.793945
	Iteration 0F: 2 clusters Score -136297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -134681.812500 Penalty: 701.587891
	Iteration 0F: 3 clusters Score -134681.8 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -135259.187500 Penalty: 701.587891
	Iteration 1F: 3 clusters Score -135259.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -135372.296875 Penalty: 701.587891
	Iteration 2F: 3 clusters Score -135372.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -135474.437500 Penalty: 701.587891
	Iteration 3F: 3 clusters Score -135474.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -135568.656250 Penalty: 701.587891
	Iteration 4F: 3 clusters Score -135568.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135642.390625 Penalty: 701.587891
	Iteration 5F: 3 clusters Score -135642.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -135717.375000 Penalty: 701.587891
	Iteration 6Q: 3 clusters Score -135717.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -135800.437500 Penalty: 701.587891
	Iteration 7Q: 3 clusters Score -135800.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -135877.312500 Penalty: 701.587891
	Iteration 8Q: 3 clusters Score -135877.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -135935.828125 Penalty: 701.587891
	Iteration 9Q: 3 clusters Score -135935.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -135973.578125 Penalty: 701.587891
	Iteration 10Q: 3 clusters Score -135973.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -136009.296875 Penalty: 701.587891
	Iteration 11Q: 3 clusters Score -136009.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -136042.328125 Penalty: 701.587891
	Iteration 12Q: 3 clusters Score -136042.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -136060.984375 Penalty: 701.587891
	Iteration 13Q: 3 clusters Score -136061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -136079.500000 Penalty: 701.587891
	Iteration 14Q: 3 clusters Score -136079.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -136098.828125 Penalty: 701.587891
	Iteration 15Q: 3 clusters Score -136098.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -136125.703125 Penalty: 701.587891
	Iteration 16Q: 3 clusters Score -136125.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -136135.656250 Penalty: 701.587891
	Iteration 17Q: 3 clusters Score -136135.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -136142.890625 Penalty: 701.587891
	Iteration 18Q: 3 clusters Score -136142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -136150.562500 Penalty: 701.587891
	Iteration 19Q: 3 clusters Score -136150.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -136164.078125 Penalty: 701.587891
	Iteration 20F: 3 clusters Score -136164.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -136181.171875 Penalty: 701.587891
	Iteration 21Q: 3 clusters Score -136181.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -136209.484375 Penalty: 701.587891
	Iteration 22Q: 3 clusters Score -136209.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -136252.312500 Penalty: 701.587891
	Iteration 23Q: 3 clusters Score -136252.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -136302.843750 Penalty: 701.587891
	Iteration 24Q: 3 clusters Score -136302.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -136329.906250 Penalty: 701.587891
	Iteration 25Q: 3 clusters Score -136329.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -136340.421875 Penalty: 701.587891
	Iteration 26Q: 3 clusters Score -136340.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -136352.546875 Penalty: 701.587891
	Iteration 27Q: 3 clusters Score -136352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -136363.937500 Penalty: 701.587891
	Iteration 28Q: 3 clusters Score -136363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -136371.093750 Penalty: 701.587891
	Iteration 29Q: 3 clusters Score -136371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -136374.562500 Penalty: 701.587891
	Iteration 30Q: 3 clusters Score -136374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -136374.796875 Penalty: 701.587891
	Iteration 31Q: 3 clusters Score -136374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -136374.796875 Penalty: 701.587891
	Iteration 32F: 3 clusters Score -136374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Entering Unmasked Estep 
Score: -13918451.000000 Penalty: 15181.828125
Splitting cluster 8 changes total score from -13871687.000000 to -13918451.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -37813.667969 Penalty: 317.678009
	Iteration 0F: 2 clusters Score -37813.67 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 504 members 
Entering Unmasked Estep 
Score: -37352.542969 Penalty: 635.356018
	Iteration 0F: 3 clusters Score -37352.54 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -42483.421875 Penalty: 635.356018
	Iteration 1F: 3 clusters Score -42483.42 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -43878.390625 Penalty: 635.356018
	Iteration 2F: 3 clusters Score -43878.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -43890.433594 Penalty: 635.356018
	Iteration 3Q: 3 clusters Score -43890.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -43893.390625 Penalty: 635.356018
	Iteration 4Q: 3 clusters Score -43893.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -43893.390625 Penalty: 635.356018
	Iteration 5F: 3 clusters Score -43893.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Entering Unmasked Estep 
Score: -13924286.000000 Penalty: 15744.118164
Splitting cluster 9 changes total score from -13871687.000000 to -13924286.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -121027.445312 Penalty: 350.466309
	Iteration 0F: 2 clusters Score -121027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -119525.843750 Penalty: 700.932617
	Iteration 0F: 3 clusters Score -119525.8 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -120640.976562 Penalty: 700.932617
	Iteration 1F: 3 clusters Score -120641 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -121676.828125 Penalty: 700.932617
	Iteration 2F: 3 clusters Score -121676.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -122558.859375 Penalty: 700.932617
	Iteration 3F: 3 clusters Score -122558.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -122760.898438 Penalty: 700.932617
	Iteration 4F: 3 clusters Score -122760.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -122814.734375 Penalty: 700.932617
	Iteration 5Q: 3 clusters Score -122814.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -122835.671875 Penalty: 700.932617
	Iteration 6Q: 3 clusters Score -122835.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -122846.625000 Penalty: 700.932617
	Iteration 7Q: 3 clusters Score -122846.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -122855.867188 Penalty: 700.932617
	Iteration 8Q: 3 clusters Score -122855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -122862.117188 Penalty: 700.932617
	Iteration 9Q: 3 clusters Score -122862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -122865.703125 Penalty: 700.932617
	Iteration 10Q: 3 clusters Score -122865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -122867.843750 Penalty: 700.932617
	Iteration 11Q: 3 clusters Score -122867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -122869.390625 Penalty: 700.932617
	Iteration 12Q: 3 clusters Score -122869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -122871.718750 Penalty: 700.932617
	Iteration 13Q: 3 clusters Score -122871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -122874.445312 Penalty: 700.932617
	Iteration 14Q: 3 clusters Score -122874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -122875.898438 Penalty: 700.932617
	Iteration 15Q: 3 clusters Score -122875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -122876.320312 Penalty: 700.932617
	Iteration 16Q: 3 clusters Score -122876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -122876.695312 Penalty: 700.932617
	Iteration 17Q: 3 clusters Score -122876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -122876.757812 Penalty: 700.932617
	Iteration 18Q: 3 clusters Score -122876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -122876.757812 Penalty: 700.932617
	Iteration 19F: 3 clusters Score -122876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Entering Unmasked Estep 
Score: -13925910.000000 Penalty: 16306.408203
Splitting cluster 10 changes total score from -13871687.000000 to -13925910.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -445453.843750 Penalty: 409.617279
	Iteration 0F: 2 clusters Score -445453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -440099.875000 Penalty: 819.234558
	Iteration 0F: 3 clusters Score -440099.9 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -442528.718750 Penalty: 819.234558
	Iteration 1F: 3 clusters Score -442528.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -442920.875000 Penalty: 819.234558
	Iteration 2F: 3 clusters Score -442920.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -443327.718750 Penalty: 819.234558
	Iteration 3F: 3 clusters Score -443327.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -443714.468750 Penalty: 819.234558
	Iteration 4F: 3 clusters Score -443714.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -444103.562500 Penalty: 819.234558
	Iteration 5F: 3 clusters Score -444103.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -444424.187500 Penalty: 819.234558
	Iteration 6F: 3 clusters Score -444424.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -444697.968750 Penalty: 819.234558
	Iteration 7Q: 3 clusters Score -444698 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -444887.187500 Penalty: 819.234558
	Iteration 8Q: 3 clusters Score -444887.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -445003.125000 Penalty: 819.234558
	Iteration 9Q: 3 clusters Score -445003.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -445098.468750 Penalty: 819.234558
	Iteration 10Q: 3 clusters Score -445098.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -445175.062500 Penalty: 819.234558
	Iteration 11Q: 3 clusters Score -445175.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -445225.906250 Penalty: 819.234558
	Iteration 12Q: 3 clusters Score -445225.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -445248.250000 Penalty: 819.234558
	Iteration 13Q: 3 clusters Score -445248.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -445268.218750 Penalty: 819.234558
	Iteration 14Q: 3 clusters Score -445268.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -445289.031250 Penalty: 819.234558
	Iteration 15Q: 3 clusters Score -445289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -445301.562500 Penalty: 819.234558
	Iteration 16Q: 3 clusters Score -445301.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -445307.968750 Penalty: 819.234558
	Iteration 17Q: 3 clusters Score -445308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -445316.531250 Penalty: 819.234558
	Iteration 18Q: 3 clusters Score -445316.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -445325.593750 Penalty: 819.234558
	Iteration 19Q: 3 clusters Score -445325.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -445331.625000 Penalty: 819.234558
	Iteration 20F: 3 clusters Score -445331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -445332.750000 Penalty: 819.234558
	Iteration 21Q: 3 clusters Score -445332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -445334.750000 Penalty: 819.234558
	Iteration 22Q: 3 clusters Score -445334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -445334.968750 Penalty: 819.234558
	Iteration 23Q: 3 clusters Score -445335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -445334.968750 Penalty: 819.234558
	Iteration 24F: 3 clusters Score -445335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -121325.843750 Penalty: 340.205261
	Iteration 0F: 2 clusters Score -121325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -120146.328125 Penalty: 680.410522
	Iteration 0F: 3 clusters Score -120146.3 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121558.679688 Penalty: 680.410522
	Iteration 1F: 3 clusters Score -121558.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -122522.484375 Penalty: 680.410522
	Iteration 2F: 3 clusters Score -122522.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -123523.765625 Penalty: 680.410522
	Iteration 3F: 3 clusters Score -123523.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -124491.500000 Penalty: 680.410522
	Iteration 4F: 3 clusters Score -124491.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -124933.578125 Penalty: 680.410522
	Iteration 5Q: 3 clusters Score -124933.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -125019.710938 Penalty: 680.410522
	Iteration 6Q: 3 clusters Score -125019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -125139.335938 Penalty: 680.410522
	Iteration 7Q: 3 clusters Score -125139.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -125261.476562 Penalty: 680.410522
	Iteration 8Q: 3 clusters Score -125261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -125473.726562 Penalty: 680.410522
	Iteration 9Q: 3 clusters Score -125473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -125670.078125 Penalty: 680.410522
	Iteration 10Q: 3 clusters Score -125670.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -126590.523438 Penalty: 680.410522
	Iteration 11Q: 3 clusters Score -126590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -127546.640625 Penalty: 680.410522
	Iteration 12Q: 3 clusters Score -127546.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -127800.898438 Penalty: 680.410522
	Iteration 13Q: 3 clusters Score -127800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -127918.515625 Penalty: 680.410522
	Iteration 14Q: 3 clusters Score -127918.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -127972.492188 Penalty: 680.410522
	Iteration 15Q: 3 clusters Score -127972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -127996.945312 Penalty: 680.410522
	Iteration 16Q: 3 clusters Score -127996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -128018.335938 Penalty: 680.410522
	Iteration 17Q: 3 clusters Score -128018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -128032.468750 Penalty: 680.410522
	Iteration 18Q: 3 clusters Score -128032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -128038.984375 Penalty: 680.410522
	Iteration 19Q: 3 clusters Score -128039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -128051.960938 Penalty: 680.410522
	Iteration 20F: 3 clusters Score -128052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -128058.632812 Penalty: 680.410522
	Iteration 21Q: 3 clusters Score -128058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -128061.429688 Penalty: 680.410522
	Iteration 22Q: 3 clusters Score -128061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -128061.960938 Penalty: 680.410522
	Iteration 23Q: 3 clusters Score -128062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -128061.960938 Penalty: 680.410522
	Iteration 24F: 3 clusters Score -128062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Entering Unmasked Estep 
Score: -13932410.000000 Penalty: 16868.699219
Splitting cluster 13 changes total score from -13871687.000000 to -13932410.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -309602.125000 Penalty: 389.561157
	Iteration 0F: 2 clusters Score -309602.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -306068.093750 Penalty: 779.122314
	Iteration 0F: 3 clusters Score -306068.1 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -307617.062500 Penalty: 779.122314
	Iteration 1F: 3 clusters Score -307617.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -308120.625000 Penalty: 779.122314
	Iteration 2F: 3 clusters Score -308120.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -308525.218750 Penalty: 779.122314
	Iteration 3F: 3 clusters Score -308525.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -308740.343750 Penalty: 779.122314
	Iteration 4F: 3 clusters Score -308740.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -308882.406250 Penalty: 779.122314
	Iteration 5Q: 3 clusters Score -308882.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -308998.531250 Penalty: 779.122314
	Iteration 6Q: 3 clusters Score -308998.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -309138.500000 Penalty: 779.122314
	Iteration 7Q: 3 clusters Score -309138.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -309318.781250 Penalty: 779.122314
	Iteration 8Q: 3 clusters Score -309318.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -309499.187500 Penalty: 779.122314
	Iteration 9Q: 3 clusters Score -309499.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -309650.625000 Penalty: 779.122314
	Iteration 10Q: 3 clusters Score -309650.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -309794.093750 Penalty: 779.122314
	Iteration 11Q: 3 clusters Score -309794.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -309898.031250 Penalty: 779.122314
	Iteration 12Q: 3 clusters Score -309898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -309933.281250 Penalty: 779.122314
	Iteration 13Q: 3 clusters Score -309933.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -309952.593750 Penalty: 779.122314
	Iteration 14Q: 3 clusters Score -309952.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -309964.593750 Penalty: 779.122314
	Iteration 15Q: 3 clusters Score -309964.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -309972.625000 Penalty: 779.122314
	Iteration 16Q: 3 clusters Score -309972.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -309985.000000 Penalty: 779.122314
	Iteration 17Q: 3 clusters Score -309985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -309998.500000 Penalty: 779.122314
	Iteration 18Q: 3 clusters Score -309998.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -310010.218750 Penalty: 779.122314
	Iteration 19Q: 3 clusters Score -310010.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -310030.781250 Penalty: 779.122314
	Iteration 20F: 3 clusters Score -310030.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -310075.250000 Penalty: 779.122314
	Iteration 21Q: 3 clusters Score -310075.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -310107.531250 Penalty: 779.122314
	Iteration 22Q: 3 clusters Score -310107.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -310119.468750 Penalty: 779.122314
	Iteration 23Q: 3 clusters Score -310119.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -310129.250000 Penalty: 779.122314
	Iteration 24Q: 3 clusters Score -310129.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -310134.937500 Penalty: 779.122314
	Iteration 25Q: 3 clusters Score -310134.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -310137.468750 Penalty: 779.122314
	Iteration 26Q: 3 clusters Score -310137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -310137.968750 Penalty: 779.122314
	Iteration 27Q: 3 clusters Score -310138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -310139.250000 Penalty: 779.122314
	Iteration 28Q: 3 clusters Score -310139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -310140.031250 Penalty: 779.122314
	Iteration 29Q: 3 clusters Score -310140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -310140.093750 Penalty: 779.122314
	Iteration 30Q: 3 clusters Score -310140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -310140.062500 Penalty: 779.122314
	Iteration 31Q: 3 clusters Score -310140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -310140.062500 Penalty: 779.122314
	Iteration 32F: 3 clusters Score -310140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 3796 members 
Entering Unmasked Estep 
Score: -13932750.000000 Penalty: 17430.988281
Splitting cluster 15 changes total score from -13871687.000000 to -13932750.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -127491.585938 Penalty: 360.231323
	Iteration 0F: 2 clusters Score -127491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -125707.781250 Penalty: 720.462646
	Iteration 0F: 3 clusters Score -125707.8 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -127602.617188 Penalty: 720.462646
	Iteration 1F: 3 clusters Score -127602.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -128229.203125 Penalty: 720.462646
	Iteration 2F: 3 clusters Score -128229.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -128942.812500 Penalty: 720.462646
	Iteration 3F: 3 clusters Score -128942.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -130148.695312 Penalty: 720.462646
	Iteration 4F: 3 clusters Score -130148.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -131250.531250 Penalty: 720.462646
	Iteration 5F: 3 clusters Score -131250.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -132613.000000 Penalty: 720.462646
	Iteration 6F: 3 clusters Score -132613 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -134434.671875 Penalty: 720.462646
	Iteration 7Q: 3 clusters Score -134434.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -134504.609375 Penalty: 720.462646
	Iteration 8Q: 3 clusters Score -134504.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -134524.046875 Penalty: 720.462646
	Iteration 9Q: 3 clusters Score -134524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -134557.359375 Penalty: 720.462646
	Iteration 10Q: 3 clusters Score -134557.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -134585.828125 Penalty: 720.462646
	Iteration 11Q: 3 clusters Score -134585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -134593.921875 Penalty: 720.462646
	Iteration 12Q: 3 clusters Score -134593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -134597.328125 Penalty: 720.462646
	Iteration 13Q: 3 clusters Score -134597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -134599.062500 Penalty: 720.462646
	Iteration 14Q: 3 clusters Score -134599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -134599.171875 Penalty: 720.462646
	Iteration 15Q: 3 clusters Score -134599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -134599.375000 Penalty: 720.462646
	Iteration 16Q: 3 clusters Score -134599.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -134607.343750 Penalty: 720.462646
	Iteration 17F: 3 clusters Score -134607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -134618.453125 Penalty: 720.462646
	Iteration 18Q: 3 clusters Score -134618.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -134622.359375 Penalty: 720.462646
	Iteration 19Q: 3 clusters Score -134622.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -134626.343750 Penalty: 720.462646
	Iteration 20F: 3 clusters Score -134626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -134627.937500 Penalty: 720.462646
	Iteration 21Q: 3 clusters Score -134627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -134628.750000 Penalty: 720.462646
	Iteration 22Q: 3 clusters Score -134628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -134629.234375 Penalty: 720.462646
	Iteration 23Q: 3 clusters Score -134629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -134629.484375 Penalty: 720.462646
	Iteration 24Q: 3 clusters Score -134629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -134630.546875 Penalty: 720.462646
	Iteration 25Q: 3 clusters Score -134630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -134630.546875 Penalty: 720.462646
	Iteration 26F: 3 clusters Score -134630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 1984 members 
Entering Unmasked Estep 
Score: -13939674.000000 Penalty: 17993.277344
Splitting cluster 16 changes total score from -13871687.000000 to -13939674.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -40055.703125 Penalty: 306.908264
	Iteration 0F: 2 clusters Score -40055.7 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 440 members 
Entering Unmasked Estep 
Score: -39410.925781 Penalty: 613.816528
	Iteration 0F: 3 clusters Score -39410.93 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -40278.937500 Penalty: 613.816528
	Iteration 1F: 3 clusters Score -40278.94 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -40867.851562 Penalty: 613.816528
	Iteration 2F: 3 clusters Score -40867.85 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -41057.402344 Penalty: 613.816528
	Iteration 3F: 3 clusters Score -41057.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -41118.066406 Penalty: 613.816528
	Iteration 4Q: 3 clusters Score -41118.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -41176.726562 Penalty: 613.816528
	Iteration 5Q: 3 clusters Score -41176.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -41267.132812 Penalty: 613.816528
	Iteration 6Q: 3 clusters Score -41267.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41349.046875 Penalty: 613.816528
	Iteration 7Q: 3 clusters Score -41349.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41386.710938 Penalty: 613.816528
	Iteration 8Q: 3 clusters Score -41386.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41415.425781 Penalty: 613.816528
	Iteration 9Q: 3 clusters Score -41415.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41428.390625 Penalty: 613.816528
	Iteration 10Q: 3 clusters Score -41428.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41437.070312 Penalty: 613.816528
	Iteration 11Q: 3 clusters Score -41437.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41438.476562 Penalty: 613.816528
	Iteration 12Q: 3 clusters Score -41438.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41440.304688 Penalty: 613.816528
	Iteration 13Q: 3 clusters Score -41440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41441.425781 Penalty: 613.816528
	Iteration 14Q: 3 clusters Score -41441.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41444.167969 Penalty: 613.816528
	Iteration 15Q: 3 clusters Score -41444.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41446.542969 Penalty: 613.816528
	Iteration 16Q: 3 clusters Score -41446.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41454.285156 Penalty: 613.816528
	Iteration 17Q: 3 clusters Score -41454.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41462.714844 Penalty: 613.816528
	Iteration 18Q: 3 clusters Score -41462.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41465.175781 Penalty: 613.816528
	Iteration 19Q: 3 clusters Score -41465.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41475.464844 Penalty: 613.816528
	Iteration 20F: 3 clusters Score -41475.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41487.183594 Penalty: 613.816528
	Iteration 21Q: 3 clusters Score -41487.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41497.589844 Penalty: 613.816528
	Iteration 22Q: 3 clusters Score -41497.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41503.769531 Penalty: 613.816528
	Iteration 23Q: 3 clusters Score -41503.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41504.953125 Penalty: 613.816528
	Iteration 24Q: 3 clusters Score -41504.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41504.953125 Penalty: 613.816528
	Iteration 25F: 3 clusters Score -41504.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 222 members 
Entering Unmasked Estep 
Score: -13940860.000000 Penalty: 18555.568359
Splitting cluster 17 changes total score from -13871687.000000 to -13940860.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (30185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Entering Unmasked Estep 
Score: -1785542.875000 Penalty: 469.337067
	Iteration 0F: 2 clusters Score -1785543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1765564.375000 Penalty: 938.674133
	Iteration 0F: 3 clusters Score -1765564 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1775439.000000 Penalty: 938.674133
	Iteration 1F: 3 clusters Score -1775439 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1777905.000000 Penalty: 938.674133
	Iteration 2F: 3 clusters Score -1777905 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -1781366.000000 Penalty: 938.674133
	Iteration 3F: 3 clusters Score -1781366 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -1784136.875000 Penalty: 938.674133
	Iteration 4F: 3 clusters Score -1784137 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1785716.375000 Penalty: 938.674133
	Iteration 5F: 3 clusters Score -1785716 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -1786568.375000 Penalty: 938.674133
	Iteration 6Q: 3 clusters Score -1786568 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -1787103.125000 Penalty: 938.674133
	Iteration 7Q: 3 clusters Score -1787103 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -1787296.125000 Penalty: 938.674133
	Iteration 8Q: 3 clusters Score -1787296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -1787363.875000 Penalty: 938.674133
	Iteration 9Q: 3 clusters Score -1787364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -1787401.250000 Penalty: 938.674133
	Iteration 10Q: 3 clusters Score -1787401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -1787414.375000 Penalty: 938.674133
	Iteration 11Q: 3 clusters Score -1787414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -1787415.500000 Penalty: 938.674133
	Iteration 12Q: 3 clusters Score -1787416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -1787419.125000 Penalty: 938.674133
	Iteration 13Q: 3 clusters Score -1787419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -1787421.500000 Penalty: 938.674133
	Iteration 14Q: 3 clusters Score -1787422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -1787423.125000 Penalty: 938.674133
	Iteration 15Q: 3 clusters Score -1787423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -1787424.000000 Penalty: 938.674133
	Iteration 16Q: 3 clusters Score -1787424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -1787426.125000 Penalty: 938.674133
	Iteration 17Q: 3 clusters Score -1787426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -1787424.750000 Penalty: 938.674133
	Iteration 18Q: 3 clusters Score -1787425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -1787424.625000 Penalty: 938.674133
	Iteration 19Q: 3 clusters Score -1787425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -1787429.750000 Penalty: 938.674133
	Iteration 20F: 3 clusters Score -1787430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -1787428.250000 Penalty: 938.674133
	Iteration 21Q: 3 clusters Score -1787428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -1787428.000000 Penalty: 938.674133
	Iteration 22Q: 3 clusters Score -1787428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -1787425.625000 Penalty: 938.674133
	Iteration 23Q: 3 clusters Score -1787426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -1787425.625000 Penalty: 938.674133
	Iteration 24F: 3 clusters Score -1787426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 222 members 
Mstep: Class 34 contains 28255 members 
Entering Unmasked Estep 
Score: -13942647.000000 Penalty: 19117.857422
Splitting cluster 18 changes total score from -13871687.000000 to -13942647.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -22778.193359 Penalty: 283.127228
	Iteration 0F: 2 clusters Score -22778.19 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 239 members 
Entering Unmasked Estep 
Score: -22402.167969 Penalty: 566.254456
	Iteration 0F: 3 clusters Score -22402.17 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23267.726562 Penalty: 566.254456
	Iteration 1F: 3 clusters Score -23267.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23944.892578 Penalty: 566.254456
	Iteration 2F: 3 clusters Score -23944.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24472.029297 Penalty: 566.254456
	Iteration 3F: 3 clusters Score -24472.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25509.953125 Penalty: 566.254456
	Iteration 4F: 3 clusters Score -25509.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25705.882812 Penalty: 566.254456
	Iteration 5Q: 3 clusters Score -25705.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25931.726562 Penalty: 566.254456
	Iteration 6Q: 3 clusters Score -25931.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25931.726562 Penalty: 566.254456
	Iteration 7F: 3 clusters Score -25931.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 4544 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 222 members 
Mstep: Class 34 contains 28255 members 
Mstep: Class 35 contains 141 members 
Entering Unmasked Estep 
Score: -13945518.000000 Penalty: 19680.148438
Splitting cluster 19 changes total score from -13871687.000000 to -13945518.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (4544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Entering Unmasked Estep 
Score: -202580.796875 Penalty: 383.181122
	Iteration 0F: 2 clusters Score -202580.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -199799.328125 Penalty: 766.362244
	Iteration 0F: 3 clusters Score -199799.3 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -205638.593750 Penalty: 766.362244
	Iteration 1F: 3 clusters Score -205638.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -209404.546875 Penalty: 766.362244
	Iteration 2F: 3 clusters Score -209404.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -211117.546875 Penalty: 766.362244
	Iteration 3F: 3 clusters Score -211117.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -211805.734375 Penalty: 766.362244
	Iteration 4Q: 3 clusters Score -211805.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -211903.562500 Penalty: 766.362244
	Iteration 5Q: 3 clusters Score -211903.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -212017.953125 Penalty: 766.362244
	Iteration 6Q: 3 clusters Score -212018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -212083.437500 Penalty: 766.362244
	Iteration 7Q: 3 clusters Score -212083.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -212147.250000 Penalty: 766.362244
	Iteration 8Q: 3 clusters Score -212147.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -212308.125000 Penalty: 766.362244
	Iteration 9Q: 3 clusters Score -212308.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -213115.000000 Penalty: 766.362244
	Iteration 10Q: 3 clusters Score -213115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -214096.687500 Penalty: 766.362244
	Iteration 11Q: 3 clusters Score -214096.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -214258.140625 Penalty: 766.362244
	Iteration 12Q: 3 clusters Score -214258.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -214261.453125 Penalty: 766.362244
	Iteration 13Q: 3 clusters Score -214261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -214261.171875 Penalty: 766.362244
	Iteration 14Q: 3 clusters Score -214261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -214261.171875 Penalty: 766.362244
	Iteration 15F: 3 clusters Score -214261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 222 members 
Mstep: Class 34 contains 28255 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 2415 members 
Entering Unmasked Estep 
Score: -13957027.000000 Penalty: 20242.437500
Splitting cluster 20 changes total score from -13871687.000000 to -13957027.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -40180.621094 Penalty: 318.349030
	Iteration 0F: 2 clusters Score -40180.62 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 547 members 
Entering Unmasked Estep 
Score: -39429.953125 Penalty: 636.698059
	Iteration 0F: 3 clusters Score -39429.95 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40259.863281 Penalty: 636.698059
	Iteration 1F: 3 clusters Score -40259.86 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40620.824219 Penalty: 636.698059
	Iteration 2F: 3 clusters Score -40620.82 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40763.417969 Penalty: 636.698059
	Iteration 3F: 3 clusters Score -40763.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40844.320312 Penalty: 636.698059
	Iteration 4Q: 3 clusters Score -40844.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -40882.085938 Penalty: 636.698059
	Iteration 5Q: 3 clusters Score -40882.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -40895.710938 Penalty: 636.698059
	Iteration 6Q: 3 clusters Score -40895.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -40903.550781 Penalty: 636.698059
	Iteration 7Q: 3 clusters Score -40903.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -40913.558594 Penalty: 636.698059
	Iteration 8Q: 3 clusters Score -40913.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -40921.316406 Penalty: 636.698059
	Iteration 9Q: 3 clusters Score -40921.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40925.207031 Penalty: 636.698059
	Iteration 10Q: 3 clusters Score -40925.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -40928.164062 Penalty: 636.698059
	Iteration 11Q: 3 clusters Score -40928.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -40932.640625 Penalty: 636.698059
	Iteration 12Q: 3 clusters Score -40932.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -40937.152344 Penalty: 636.698059
	Iteration 13Q: 3 clusters Score -40937.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -40939.527344 Penalty: 636.698059
	Iteration 14Q: 3 clusters Score -40939.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -40939.812500 Penalty: 636.698059
	Iteration 15Q: 3 clusters Score -40939.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -40939.812500 Penalty: 636.698059
	Iteration 16F: 3 clusters Score -40939.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 135849 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 222 members 
Mstep: Class 34 contains 28255 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 2415 members 
Mstep: Class 37 contains 544 members 
Entering Unmasked Estep 
Score: -13957536.000000 Penalty: 20804.728516
Splitting cluster 21 changes total score from -13871687.000000 to -13957536.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (135849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Entering Unmasked Estep 
Score: -8409274.000000 Penalty: 537.778137
	Iteration 0F: 2 clusters Score -8409274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -8330904.000000 Penalty: 1075.556274
	Iteration 0F: 3 clusters Score -8330904 nChanged 66641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67853 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -8375555.000000 Penalty: 1075.556274
	Iteration 1F: 3 clusters Score -8375555 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -8381425.000000 Penalty: 1075.556274
	Iteration 2F: 3 clusters Score -8381425 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -8389277.000000 Penalty: 1075.556274
	Iteration 3F: 3 clusters Score -8389277 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -8397031.000000 Penalty: 1075.556274
	Iteration 4F: 3 clusters Score -8397031 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -8401126.000000 Penalty: 1075.556274
	Iteration 5F: 3 clusters Score -8401126 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -8402519.000000 Penalty: 1075.556274
	Iteration 6Q: 3 clusters Score -8402519 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -8403220.000000 Penalty: 1075.556274
	Iteration 7Q: 3 clusters Score -8403220 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -8403775.000000 Penalty: 1075.556274
	Iteration 8Q: 3 clusters Score -8403775 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -8404381.000000 Penalty: 1075.556274
	Iteration 9Q: 3 clusters Score -8404381 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -8404960.000000 Penalty: 1075.556274
	Iteration 10Q: 3 clusters Score -8404960 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -8405469.000000 Penalty: 1075.556274
	Iteration 11Q: 3 clusters Score -8405469 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -8405990.000000 Penalty: 1075.556274
	Iteration 12Q: 3 clusters Score -8405990 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -8406605.000000 Penalty: 1075.556274
	Iteration 13Q: 3 clusters Score -8406605 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -8407356.000000 Penalty: 1075.556274
	Iteration 14Q: 3 clusters Score -8407356 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -8408097.000000 Penalty: 1075.556274
	Iteration 15Q: 3 clusters Score -8408097 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -8408844.000000 Penalty: 1075.556274
	Iteration 16Q: 3 clusters Score -8408844 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -8409740.000000 Penalty: 1075.556274
	Iteration 17Q: 3 clusters Score -8409740 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -8410603.000000 Penalty: 1075.556274
	Iteration 18Q: 3 clusters Score -8410603 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -8411319.000000 Penalty: 1075.556274
	Iteration 19Q: 3 clusters Score -8411319 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -8411852.000000 Penalty: 1075.556274
	Iteration 20F: 3 clusters Score -8411852 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -8412431.000000 Penalty: 1075.556274
	Iteration 21Q: 3 clusters Score -8412431 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 95443 members 
Entering Unmasked Estep 
Score: -8412925.000000 Penalty: 1075.556274
	Iteration 22Q: 3 clusters Score -8412925 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 96363 members 
Entering Unmasked Estep 
Score: -8413303.000000 Penalty: 1075.556274
	Iteration 23Q: 3 clusters Score -8413303 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -8413659.000000 Penalty: 1075.556274
	Iteration 24Q: 3 clusters Score -8413659 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -8414040.000000 Penalty: 1075.556274
	Iteration 25Q: 3 clusters Score -8414040 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 98005 members 
Entering Unmasked Estep 
Score: -8414257.000000 Penalty: 1075.556274
	Iteration 26Q: 3 clusters Score -8414257 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -8414360.000000 Penalty: 1075.556274
	Iteration 27Q: 3 clusters Score -8414360 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -8414520.000000 Penalty: 1075.556274
	Iteration 28Q: 3 clusters Score -8414520 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -8414556.000000 Penalty: 1075.556274
	Iteration 29Q: 3 clusters Score -8414556 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -8414663.000000 Penalty: 1075.556274
	Iteration 30Q: 3 clusters Score -8414663 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 98644 members 
Entering Unmasked Estep 
Score: -8414718.000000 Penalty: 1075.556274
	Iteration 31Q: 3 clusters Score -8414718 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -8414758.000000 Penalty: 1075.556274
	Iteration 32Q: 3 clusters Score -8414758 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -8414767.000000 Penalty: 1075.556274
	Iteration 33Q: 3 clusters Score -8414767 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 98633 members 
Entering Unmasked Estep 
Score: -8414810.000000 Penalty: 1075.556274
	Iteration 34Q: 3 clusters Score -8414810 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -8414852.000000 Penalty: 1075.556274
	Iteration 35Q: 3 clusters Score -8414852 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -8414851.000000 Penalty: 1075.556274
	Iteration 36Q: 3 clusters Score -8414851 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 98636 members 
Entering Unmasked Estep 
Score: -8414853.000000 Penalty: 1075.556274
	Iteration 37Q: 3 clusters Score -8414853 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 98631 members 
Entering Unmasked Estep 
Score: -8414864.000000 Penalty: 1075.556274
	Iteration 38Q: 3 clusters Score -8414864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 98625 members 
Entering Unmasked Estep 
Score: -8414871.000000 Penalty: 1075.556274
	Iteration 39Q: 3 clusters Score -8414871 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 98613 members 
Entering Unmasked Estep 
Score: -8414879.000000 Penalty: 1075.556274
	Iteration 40F: 3 clusters Score -8414879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -8414895.000000 Penalty: 1075.556274
	Iteration 41Q: 3 clusters Score -8414895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -8414913.000000 Penalty: 1075.556274
	Iteration 42Q: 3 clusters Score -8414913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -8414927.000000 Penalty: 1075.556274
	Iteration 43Q: 3 clusters Score -8414927 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 98554 members 
Entering Unmasked Estep 
Score: -8414919.000000 Penalty: 1075.556274
	Iteration 44Q: 3 clusters Score -8414919 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -8414925.000000 Penalty: 1075.556274
	Iteration 45Q: 3 clusters Score -8414925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -8414916.000000 Penalty: 1075.556274
	Iteration 46Q: 3 clusters Score -8414916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -8414908.000000 Penalty: 1075.556274
	Iteration 47Q: 3 clusters Score -8414908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -8414913.000000 Penalty: 1075.556274
	Iteration 48Q: 3 clusters Score -8414913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -8414908.000000 Penalty: 1075.556274
	Iteration 49Q: 3 clusters Score -8414908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -8414914.000000 Penalty: 1075.556274
	Iteration 50Q: 3 clusters Score -8414914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 98546 members 
Entering Unmasked Estep 
Score: -8414914.000000 Penalty: 1075.556274
	Iteration 51Q: 3 clusters Score -8414914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -8414916.000000 Penalty: 1075.556274
	Iteration 52Q: 3 clusters Score -8414916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -8414920.000000 Penalty: 1075.556274
	Iteration 53Q: 3 clusters Score -8414920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -8414920.000000 Penalty: 1075.556274
	Iteration 54F: 3 clusters Score -8414920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 367 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 37300 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 222 members 
Mstep: Class 34 contains 28255 members 
Mstep: Class 35 contains 141 members 
Mstep: Class 36 contains 2415 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 98549 members 
Entering Unmasked Estep 
Score: -13963235.000000 Penalty: 21367.017578
Splitting cluster 22 changes total score from -13871687.000000 to -13963235.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2452 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2126 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 406 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 37300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13969280.000000 Penalty: 21367.017578
Iteration 39Q: 39 clusters Score -1.396928e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 2437 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 376 members 
Mstep: Class 6 contains 705 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 8402 members 
Mstep: Class 12 contains 16527 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 1442 members 
Mstep: Class 16 contains 790 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2115 members 
Mstep: Class 21 contains 601 members 
Mstep: Class 22 contains 37792 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 1544 members 
Mstep: Class 25 contains 1155 members 
Mstep: Class 26 contains 873 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 886 members 
Mstep: Class 29 contains 1724 members 
Mstep: Class 30 contains 1331 members 
Mstep: Class 31 contains 3692 members 
Mstep: Class 32 contains 1852 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 28073 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 524 members 
Mstep: Class 38 contains 97511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13977235.000000 Penalty: 21367.017578
Iteration 40F: 39 clusters Score -1.397724e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 2373 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 349 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 499 members 
Mstep: Class 11 contains 8430 members 
Mstep: Class 12 contains 16558 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 37833 members 
Mstep: Class 23 contains 1603 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 848 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 3696 members 
Mstep: Class 32 contains 1765 members 
Mstep: Class 33 contains 211 members 
Mstep: Class 34 contains 28267 members 
Mstep: Class 35 contains 277 members 
Mstep: Class 36 contains 2717 members 
Mstep: Class 37 contains 528 members 
Mstep: Class 38 contains 97033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13981016.000000 Penalty: 21367.017578
Iteration 41Q: 39 clusters Score -1.398102e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2346 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 375 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 344 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 240 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 8435 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 647 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 37900 members 
Mstep: Class 23 contains 1598 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 886 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 3705 members 
Mstep: Class 32 contains 1713 members 
Mstep: Class 33 contains 209 members 
Mstep: Class 34 contains 28397 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 550 members 
Mstep: Class 38 contains 96729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13982625.000000 Penalty: 21367.017578
Iteration 42Q: 39 clusters Score -1.398262e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 2340 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 486 members 
Mstep: Class 11 contains 8430 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 491 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 700 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 2134 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2050 members 
Mstep: Class 21 contains 598 members 
Mstep: Class 22 contains 37957 members 
Mstep: Class 23 contains 1581 members 
Mstep: Class 24 contains 1627 members 
Mstep: Class 25 contains 1078 members 
Mstep: Class 26 contains 784 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 888 members 
Mstep: Class 29 contains 1736 members 
Mstep: Class 30 contains 1608 members 
Mstep: Class 31 contains 3702 members 
Mstep: Class 32 contains 1687 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 28496 members 
Mstep: Class 35 contains 362 members 
Mstep: Class 36 contains 2734 members 
Mstep: Class 37 contains 550 members 
Mstep: Class 38 contains 96513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13983546.000000 Penalty: 21367.017578
Iteration 43Q: 39 clusters Score -1.398355e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 2341 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 2537 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 379 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 480 members 
Mstep: Class 11 contains 8430 members 
Mstep: Class 12 contains 16618 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 37999 members 
Mstep: Class 23 contains 1564 members 
Mstep: Class 24 contains 1648 members 
Mstep: Class 25 contains 1061 members 
Mstep: Class 26 contains 765 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 888 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 1616 members 
Mstep: Class 31 contains 3696 members 
Mstep: Class 32 contains 1675 members 
Mstep: Class 33 contains 206 members 
Mstep: Class 34 contains 28560 members 
Mstep: Class 35 contains 378 members 
Mstep: Class 36 contains 2737 members 
Mstep: Class 37 contains 560 members 
Mstep: Class 38 contains 96360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13984251.000000 Penalty: 21367.017578
Iteration 44Q: 39 clusters Score -1.398425e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 2341 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 339 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 248 members 
Mstep: Class 10 contains 477 members 
Mstep: Class 11 contains 8433 members 
Mstep: Class 12 contains 16639 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 602 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 598 members 
Mstep: Class 22 contains 38048 members 
Mstep: Class 23 contains 1556 members 
Mstep: Class 24 contains 1666 members 
Mstep: Class 25 contains 1059 members 
Mstep: Class 26 contains 744 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 1725 members 
Mstep: Class 30 contains 1607 members 
Mstep: Class 31 contains 3696 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 205 members 
Mstep: Class 34 contains 28624 members 
Mstep: Class 35 contains 393 members 
Mstep: Class 36 contains 2740 members 
Mstep: Class 37 contains 581 members 
Mstep: Class 38 contains 96216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13984858.000000 Penalty: 21367.017578
Iteration 45Q: 39 clusters Score -1.398486e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 746 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 8415 members 
Mstep: Class 12 contains 16660 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 701 members 
Mstep: Class 17 contains 719 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 38086 members 
Mstep: Class 23 contains 1552 members 
Mstep: Class 24 contains 1682 members 
Mstep: Class 25 contains 1055 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 1719 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 3697 members 
Mstep: Class 32 contains 1659 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 28688 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 2738 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 96094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13986497.000000 Penalty: 21367.017578
Iteration 46Q: 39 clusters Score -1.39865e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 751 members 
Mstep: Class 7 contains 404 members 
Mstep: Class 8 contains 449 members 
Mstep: Class 9 contains 256 members 
Mstep: Class 10 contains 468 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 16670 members 
Mstep: Class 13 contains 486 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 38129 members 
Mstep: Class 23 contains 1546 members 
Mstep: Class 24 contains 1690 members 
Mstep: Class 25 contains 1051 members 
Mstep: Class 26 contains 720 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1697 members 
Mstep: Class 30 contains 1593 members 
Mstep: Class 31 contains 3722 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 28733 members 
Mstep: Class 35 contains 410 members 
Mstep: Class 36 contains 2737 members 
Mstep: Class 37 contains 599 members 
Mstep: Class 38 contains 95983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13986829.000000 Penalty: 21367.017578
Iteration 47Q: 39 clusters Score -1.398683e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2339 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 321 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 401 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 463 members 
Mstep: Class 11 contains 8392 members 
Mstep: Class 12 contains 16682 members 
Mstep: Class 13 contains 485 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 38174 members 
Mstep: Class 23 contains 1544 members 
Mstep: Class 24 contains 1700 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 720 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1671 members 
Mstep: Class 30 contains 1580 members 
Mstep: Class 31 contains 3757 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 28770 members 
Mstep: Class 35 contains 419 members 
Mstep: Class 36 contains 2737 members 
Mstep: Class 37 contains 598 members 
Mstep: Class 38 contains 95882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987188.000000 Penalty: 21367.017578
Iteration 48Q: 39 clusters Score -1.398719e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 2339 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 320 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 265 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 8371 members 
Mstep: Class 12 contains 16690 members 
Mstep: Class 13 contains 484 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 38214 members 
Mstep: Class 23 contains 1543 members 
Mstep: Class 24 contains 1713 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 724 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1660 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 3780 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 28812 members 
Mstep: Class 35 contains 428 members 
Mstep: Class 36 contains 2737 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987388.000000 Penalty: 21367.017578
Iteration 49Q: 39 clusters Score -1.398739e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 318 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 381 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 8359 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 38245 members 
Mstep: Class 23 contains 1545 members 
Mstep: Class 24 contains 1717 members 
Mstep: Class 25 contains 1049 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 1563 members 
Mstep: Class 31 contains 3794 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 28845 members 
Mstep: Class 35 contains 434 members 
Mstep: Class 36 contains 2738 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987446.000000 Penalty: 21367.017578
Iteration 50Q: 39 clusters Score -1.398745e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 270 members 
Mstep: Class 10 contains 455 members 
Mstep: Class 11 contains 8336 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 38272 members 
Mstep: Class 23 contains 1547 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 1050 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1674 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 3820 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 28856 members 
Mstep: Class 35 contains 440 members 
Mstep: Class 36 contains 2740 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987544.000000 Penalty: 21367.017578
Iteration 51Q: 39 clusters Score -1.398754e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 2493 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 466 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 11 contains 8323 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 644 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 38294 members 
Mstep: Class 23 contains 1550 members 
Mstep: Class 24 contains 1719 members 
Mstep: Class 25 contains 1049 members 
Mstep: Class 26 contains 739 members 
Mstep: Class 27 contains 1821 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1680 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 3835 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28863 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 2742 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987584.000000 Penalty: 21367.017578
Iteration 52Q: 39 clusters Score -1.398758e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 2487 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 733 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 38313 members 
Mstep: Class 23 contains 1551 members 
Mstep: Class 24 contains 1720 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 744 members 
Mstep: Class 27 contains 1822 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1685 members 
Mstep: Class 30 contains 1560 members 
Mstep: Class 31 contains 3850 members 
Mstep: Class 32 contains 1612 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28871 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 2743 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987639.000000 Penalty: 21367.017578
Iteration 53Q: 39 clusters Score -1.398764e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 278 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 8303 members 
Mstep: Class 12 contains 16700 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1423 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 732 members 
Mstep: Class 18 contains 2269 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 38327 members 
Mstep: Class 23 contains 1552 members 
Mstep: Class 24 contains 1721 members 
Mstep: Class 25 contains 1047 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1558 members 
Mstep: Class 31 contains 3857 members 
Mstep: Class 32 contains 1610 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28882 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987647.000000 Penalty: 21367.017578
Iteration 54Q: 39 clusters Score -1.398765e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 8297 members 
Mstep: Class 12 contains 16700 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1427 members 
Mstep: Class 16 contains 663 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 2277 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 38345 members 
Mstep: Class 23 contains 1549 members 
Mstep: Class 24 contains 1722 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 1824 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1557 members 
Mstep: Class 31 contains 3866 members 
Mstep: Class 32 contains 1606 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28884 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987698.000000 Penalty: 21367.017578
Iteration 55Q: 39 clusters Score -1.39877e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 8294 members 
Mstep: Class 12 contains 16701 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1426 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 729 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 38355 members 
Mstep: Class 23 contains 1548 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1691 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 3871 members 
Mstep: Class 32 contains 1603 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28901 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987709.000000 Penalty: 21367.017578
Iteration 56Q: 39 clusters Score -1.398771e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 9 contains 283 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 8295 members 
Mstep: Class 12 contains 16702 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1424 members 
Mstep: Class 16 contains 660 members 
Mstep: Class 17 contains 726 members 
Mstep: Class 18 contains 2287 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 38362 members 
Mstep: Class 23 contains 1548 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1694 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 3871 members 
Mstep: Class 32 contains 1602 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28919 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987708.000000 Penalty: 21367.017578
Iteration 57Q: 39 clusters Score -1.398771e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 8292 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1423 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 38366 members 
Mstep: Class 23 contains 1548 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1696 members 
Mstep: Class 30 contains 1556 members 
Mstep: Class 31 contains 3873 members 
Mstep: Class 32 contains 1602 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28941 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987728.000000 Penalty: 21367.017578
Iteration 58Q: 39 clusters Score -1.398773e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 284 members 
Mstep: Class 10 contains 449 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 724 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 38372 members 
Mstep: Class 23 contains 1548 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1698 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 3876 members 
Mstep: Class 32 contains 1602 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28951 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 2746 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13987757.000000 Penalty: 21367.017578
Iteration 59Q: 39 clusters Score -1.398776e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2338 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 647 members 
Mstep: Class 17 contains 724 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 38380 members 
Mstep: Class 23 contains 1548 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 1700 members 
Mstep: Class 30 contains 1555 members 
Mstep: Class 31 contains 3880 members 
Mstep: Class 32 contains 1602 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28962 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 2750 members 
Mstep: Class 37 contains 596 members 
Mstep: Class 38 contains 95373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13989725.000000 Penalty: 21367.017578
Iteration 60F: 39 clusters Score -1.398972e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2226 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2061 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 381 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 8286 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 657 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 723 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 612 members 
Mstep: Class 22 contains 38397 members 
Mstep: Class 23 contains 1525 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 1047 members 
Mstep: Class 26 contains 741 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1702 members 
Mstep: Class 30 contains 1619 members 
Mstep: Class 31 contains 3879 members 
Mstep: Class 32 contains 1595 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28978 members 
Mstep: Class 35 contains 469 members 
Mstep: Class 36 contains 2751 members 
Mstep: Class 37 contains 627 members 
Mstep: Class 38 contains 95333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13991548.000000 Penalty: 21367.017578
Iteration 61Q: 39 clusters Score -1.399155e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2203 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 2121 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 764 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 390 members 
Mstep: Class 10 contains 443 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 727 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 38407 members 
Mstep: Class 23 contains 1503 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 1045 members 
Mstep: Class 26 contains 740 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1716 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1588 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 28989 members 
Mstep: Class 35 contains 476 members 
Mstep: Class 36 contains 2753 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 95303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13992238.000000 Penalty: 21367.017578
Iteration 62Q: 39 clusters Score -1.399224e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2204 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 307 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 402 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 8289 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 720 members 
Mstep: Class 17 contains 731 members 
Mstep: Class 18 contains 2319 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1891 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 38423 members 
Mstep: Class 23 contains 1488 members 
Mstep: Class 24 contains 1735 members 
Mstep: Class 25 contains 1046 members 
Mstep: Class 26 contains 742 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1728 members 
Mstep: Class 30 contains 1683 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29002 members 
Mstep: Class 35 contains 484 members 
Mstep: Class 36 contains 2754 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 95269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13992629.000000 Penalty: 21367.017578
Iteration 63Q: 39 clusters Score -1.399263e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2205 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 2070 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 768 members 
Mstep: Class 7 contains 400 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 411 members 
Mstep: Class 11 contains 8289 members 
Mstep: Class 12 contains 16706 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 737 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 38440 members 
Mstep: Class 23 contains 1480 members 
Mstep: Class 24 contains 1738 members 
Mstep: Class 25 contains 1047 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 1680 members 
Mstep: Class 31 contains 3880 members 
Mstep: Class 32 contains 1573 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29012 members 
Mstep: Class 35 contains 492 members 
Mstep: Class 36 contains 2755 members 
Mstep: Class 37 contains 641 members 
Mstep: Class 38 contains 95234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13992846.000000 Penalty: 21367.017578
Iteration 64Q: 39 clusters Score -1.399285e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2204 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 401 members 
Mstep: Class 11 contains 8285 members 
Mstep: Class 12 contains 16711 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 664 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 748 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 2324 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 38456 members 
Mstep: Class 23 contains 1476 members 
Mstep: Class 24 contains 1740 members 
Mstep: Class 25 contains 1050 members 
Mstep: Class 26 contains 752 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 3879 members 
Mstep: Class 32 contains 1571 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29024 members 
Mstep: Class 35 contains 494 members 
Mstep: Class 36 contains 2758 members 
Mstep: Class 37 contains 645 members 
Mstep: Class 38 contains 95204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13993010.000000 Penalty: 21367.017578
Iteration 65Q: 39 clusters Score -1.399301e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2206 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2050 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 769 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 394 members 
Mstep: Class 11 contains 8285 members 
Mstep: Class 12 contains 16721 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 666 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 750 members 
Mstep: Class 17 contains 741 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1821 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 38475 members 
Mstep: Class 23 contains 1476 members 
Mstep: Class 24 contains 1741 members 
Mstep: Class 25 contains 1052 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1761 members 
Mstep: Class 30 contains 1641 members 
Mstep: Class 31 contains 3884 members 
Mstep: Class 32 contains 1573 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29038 members 
Mstep: Class 35 contains 494 members 
Mstep: Class 36 contains 2758 members 
Mstep: Class 37 contains 643 members 
Mstep: Class 38 contains 95165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13993185.000000 Penalty: 21367.017578
Iteration 66Q: 39 clusters Score -1.399318e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 769 members 
Mstep: Class 7 contains 391 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 387 members 
Mstep: Class 11 contains 8285 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 666 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 747 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 38500 members 
Mstep: Class 23 contains 1479 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 1050 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1769 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 1576 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29044 members 
Mstep: Class 35 contains 495 members 
Mstep: Class 36 contains 2756 members 
Mstep: Class 37 contains 639 members 
Mstep: Class 38 contains 95129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13993265.000000 Penalty: 21367.017578
Iteration 67Q: 39 clusters Score -1.399326e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 8286 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 667 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1811 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 38509 members 
Mstep: Class 23 contains 1477 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 1048 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 1581 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29046 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 2758 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 95113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13993658.000000 Penalty: 21367.017578
Iteration 68Q: 39 clusters Score -1.399366e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 382 members 
Mstep: Class 11 contains 8285 members 
Mstep: Class 12 contains 16747 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 668 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 728 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1809 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 38520 members 
Mstep: Class 23 contains 1476 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 1047 members 
Mstep: Class 26 contains 756 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1610 members 
Mstep: Class 31 contains 3885 members 
Mstep: Class 32 contains 1582 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29049 members 
Mstep: Class 35 contains 499 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 637 members 
Mstep: Class 38 contains 95095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994277.000000 Penalty: 21367.017578
Iteration 69Q: 39 clusters Score -1.399428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 291 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 445 members 
Mstep: Class 10 contains 382 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 725 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1808 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 38528 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1758 members 
Mstep: Class 25 contains 1046 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 1588 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29050 members 
Mstep: Class 35 contains 497 members 
Mstep: Class 36 contains 2759 members 
Mstep: Class 37 contains 635 members 
Mstep: Class 38 contains 95088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994283.000000 Penalty: 21367.017578
Iteration 70Q: 39 clusters Score -1.399428e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 382 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 16760 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1809 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1760 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1580 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29050 members 
Mstep: Class 35 contains 499 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 632 members 
Mstep: Class 38 contains 95072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994293.000000 Penalty: 21367.017578
Iteration 71Q: 39 clusters Score -1.399429e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 443 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 8284 members 
Mstep: Class 12 contains 16764 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 38553 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1763 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29049 members 
Mstep: Class 35 contains 500 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 95060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994316.000000 Penalty: 21367.017578
Iteration 72Q: 39 clusters Score -1.399432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 8284 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 38564 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29052 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 95047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994316.000000 Penalty: 21367.017578
Iteration 73Q: 39 clusters Score -1.399432e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 8289 members 
Mstep: Class 12 contains 16772 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 38571 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1553 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29054 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 622 members 
Mstep: Class 38 contains 95038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994321.000000 Penalty: 21367.017578
Iteration 74Q: 39 clusters Score -1.399432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38576 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1550 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 618 members 
Mstep: Class 38 contains 95033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994309.000000 Penalty: 21367.017578
Iteration 75Q: 39 clusters Score -1.399431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16781 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 38580 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1772 members 
Mstep: Class 25 contains 1043 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1549 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 614 members 
Mstep: Class 38 contains 95029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994320.000000 Penalty: 21367.017578
Iteration 76Q: 39 clusters Score -1.399432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 381 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16783 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 38583 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 610 members 
Mstep: Class 38 contains 95026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994312.000000 Penalty: 21367.017578
Iteration 77Q: 39 clusters Score -1.399431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 16784 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 38588 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 609 members 
Mstep: Class 38 contains 95020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13994318.000000 Penalty: 21367.017578
Iteration 78Q: 39 clusters Score -1.399432e+07 nChanged 8
Entering ConstructFrom: 
Score: -13994318.000000 Penalty: 21367.017578
Entering ConstructFrom: 
Trying to split cluster 1 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -300172.531250 Penalty: 374.563904
	Iteration 0F: 2 clusters Score -300172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -297614.500000 Penalty: 749.127808
	Iteration 0F: 3 clusters Score -297614.5 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -298669.593750 Penalty: 749.127808
	Iteration 1F: 3 clusters Score -298669.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -298915.625000 Penalty: 749.127808
	Iteration 2F: 3 clusters Score -298915.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -299138.750000 Penalty: 749.127808
	Iteration 3F: 3 clusters Score -299138.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -299362.125000 Penalty: 749.127808
	Iteration 4F: 3 clusters Score -299362.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -299584.781250 Penalty: 749.127808
	Iteration 5F: 3 clusters Score -299584.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -299813.718750 Penalty: 749.127808
	Iteration 6F: 3 clusters Score -299813.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -299997.906250 Penalty: 749.127808
	Iteration 7F: 3 clusters Score -299997.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -300138.343750 Penalty: 749.127808
	Iteration 8Q: 3 clusters Score -300138.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -300236.625000 Penalty: 749.127808
	Iteration 9Q: 3 clusters Score -300236.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -300302.656250 Penalty: 749.127808
	Iteration 10Q: 3 clusters Score -300302.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -300342.687500 Penalty: 749.127808
	Iteration 11Q: 3 clusters Score -300342.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -300370.281250 Penalty: 749.127808
	Iteration 12Q: 3 clusters Score -300370.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -300397.375000 Penalty: 749.127808
	Iteration 13Q: 3 clusters Score -300397.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -300434.968750 Penalty: 749.127808
	Iteration 14Q: 3 clusters Score -300435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -300466.406250 Penalty: 749.127808
	Iteration 15Q: 3 clusters Score -300466.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -300502.125000 Penalty: 749.127808
	Iteration 16Q: 3 clusters Score -300502.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -300532.187500 Penalty: 749.127808
	Iteration 17Q: 3 clusters Score -300532.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -300581.906250 Penalty: 749.127808
	Iteration 18Q: 3 clusters Score -300581.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -300598.156250 Penalty: 749.127808
	Iteration 19Q: 3 clusters Score -300598.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -300604.156250 Penalty: 749.127808
	Iteration 20F: 3 clusters Score -300604.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -300607.531250 Penalty: 749.127808
	Iteration 21Q: 3 clusters Score -300607.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -300610.093750 Penalty: 749.127808
	Iteration 22Q: 3 clusters Score -300610.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -300613.750000 Penalty: 749.127808
	Iteration 23Q: 3 clusters Score -300613.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -300616.437500 Penalty: 749.127808
	Iteration 24Q: 3 clusters Score -300616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -300618.093750 Penalty: 749.127808
	Iteration 25Q: 3 clusters Score -300618.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -300619.843750 Penalty: 749.127808
	Iteration 26Q: 3 clusters Score -300619.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -300622.843750 Penalty: 749.127808
	Iteration 27Q: 3 clusters Score -300622.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -300625.312500 Penalty: 749.127808
	Iteration 28Q: 3 clusters Score -300625.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -300626.875000 Penalty: 749.127808
	Iteration 29Q: 3 clusters Score -300626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -300626.687500 Penalty: 749.127808
	Iteration 30Q: 3 clusters Score -300626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -300627.281250 Penalty: 749.127808
	Iteration 31Q: 3 clusters Score -300627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -300627.718750 Penalty: 749.127808
	Iteration 32Q: 3 clusters Score -300627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -300628.468750 Penalty: 749.127808
	Iteration 33Q: 3 clusters Score -300628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -300629.718750 Penalty: 749.127808
	Iteration 34Q: 3 clusters Score -300629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -300629.500000 Penalty: 749.127808
	Iteration 35Q: 3 clusters Score -300629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -300629.500000 Penalty: 749.127808
	Iteration 36F: 3 clusters Score -300629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Entering Unmasked Estep 
Score: -13994567.000000 Penalty: 21929.308594
Splitting cluster 1 changes total score from -13994318.000000 to -13994567.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 2 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -117195.671875 Penalty: 346.853485
	Iteration 0F: 2 clusters Score -117195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -115769.898438 Penalty: 693.706970
	Iteration 0F: 3 clusters Score -115769.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -116768.382812 Penalty: 693.706970
	Iteration 1F: 3 clusters Score -116768.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -117513.367188 Penalty: 693.706970
	Iteration 2F: 3 clusters Score -117513.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118150.070312 Penalty: 693.706970
	Iteration 3F: 3 clusters Score -118150.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118555.367188 Penalty: 693.706970
	Iteration 4F: 3 clusters Score -118555.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -119102.070312 Penalty: 693.706970
	Iteration 5F: 3 clusters Score -119102.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -119736.031250 Penalty: 693.706970
	Iteration 6Q: 3 clusters Score -119736 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -120263.953125 Penalty: 693.706970
	Iteration 7Q: 3 clusters Score -120264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -120644.171875 Penalty: 693.706970
	Iteration 8Q: 3 clusters Score -120644.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -120816.625000 Penalty: 693.706970
	Iteration 9Q: 3 clusters Score -120816.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -120931.414062 Penalty: 693.706970
	Iteration 10Q: 3 clusters Score -120931.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -121061.171875 Penalty: 693.706970
	Iteration 11Q: 3 clusters Score -121061.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -121139.359375 Penalty: 693.706970
	Iteration 12Q: 3 clusters Score -121139.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -121190.468750 Penalty: 693.706970
	Iteration 13Q: 3 clusters Score -121190.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -121222.046875 Penalty: 693.706970
	Iteration 14Q: 3 clusters Score -121222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -121244.875000 Penalty: 693.706970
	Iteration 15Q: 3 clusters Score -121244.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -121269.648438 Penalty: 693.706970
	Iteration 16Q: 3 clusters Score -121269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -121278.257812 Penalty: 693.706970
	Iteration 17Q: 3 clusters Score -121278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -121280.289062 Penalty: 693.706970
	Iteration 18Q: 3 clusters Score -121280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -121281.203125 Penalty: 693.706970
	Iteration 19Q: 3 clusters Score -121281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -121286.273438 Penalty: 693.706970
	Iteration 20F: 3 clusters Score -121286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -121287.023438 Penalty: 693.706970
	Iteration 21Q: 3 clusters Score -121287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -121287.062500 Penalty: 693.706970
	Iteration 22Q: 3 clusters Score -121287.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -121287.062500 Penalty: 693.706970
	Iteration 23F: 3 clusters Score -121287.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Entering Unmasked Estep 
Score: -13998417.000000 Penalty: 22491.597656
Splitting cluster 2 changes total score from -13994318.000000 to -13998417.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 3 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -147955.046875 Penalty: 355.315674
	Iteration 0F: 2 clusters Score -147955 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 1248 members 
Entering Unmasked Estep 
Score: -146241.906250 Penalty: 710.631348
	Iteration 0F: 3 clusters Score -146241.9 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -146788.859375 Penalty: 710.631348
	Iteration 1F: 3 clusters Score -146788.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -146859.531250 Penalty: 710.631348
	Iteration 2F: 3 clusters Score -146859.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -146916.921875 Penalty: 710.631348
	Iteration 3F: 3 clusters Score -146916.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -146968.531250 Penalty: 710.631348
	Iteration 4Q: 3 clusters Score -146968.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -147014.484375 Penalty: 710.631348
	Iteration 5Q: 3 clusters Score -147014.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -147051.265625 Penalty: 710.631348
	Iteration 6Q: 3 clusters Score -147051.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -147087.687500 Penalty: 710.631348
	Iteration 7Q: 3 clusters Score -147087.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -147126.000000 Penalty: 710.631348
	Iteration 8Q: 3 clusters Score -147126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -147150.531250 Penalty: 710.631348
	Iteration 9Q: 3 clusters Score -147150.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -147175.453125 Penalty: 710.631348
	Iteration 10Q: 3 clusters Score -147175.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -147214.406250 Penalty: 710.631348
	Iteration 11Q: 3 clusters Score -147214.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -147261.171875 Penalty: 710.631348
	Iteration 12Q: 3 clusters Score -147261.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -147310.781250 Penalty: 710.631348
	Iteration 13Q: 3 clusters Score -147310.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147357.265625 Penalty: 710.631348
	Iteration 14Q: 3 clusters Score -147357.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -147397.312500 Penalty: 710.631348
	Iteration 15Q: 3 clusters Score -147397.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -147436.625000 Penalty: 710.631348
	Iteration 16Q: 3 clusters Score -147436.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -147475.203125 Penalty: 710.631348
	Iteration 17Q: 3 clusters Score -147475.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -147499.843750 Penalty: 710.631348
	Iteration 18Q: 3 clusters Score -147499.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -147515.500000 Penalty: 710.631348
	Iteration 19Q: 3 clusters Score -147515.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -147536.031250 Penalty: 710.631348
	Iteration 20F: 3 clusters Score -147536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -147556.234375 Penalty: 710.631348
	Iteration 21Q: 3 clusters Score -147556.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -147571.312500 Penalty: 710.631348
	Iteration 22Q: 3 clusters Score -147571.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -147582.031250 Penalty: 710.631348
	Iteration 23Q: 3 clusters Score -147582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -147586.296875 Penalty: 710.631348
	Iteration 24Q: 3 clusters Score -147586.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -147591.515625 Penalty: 710.631348
	Iteration 25Q: 3 clusters Score -147591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -147593.562500 Penalty: 710.631348
	Iteration 26Q: 3 clusters Score -147593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -147595.843750 Penalty: 710.631348
	Iteration 27Q: 3 clusters Score -147595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -147597.250000 Penalty: 710.631348
	Iteration 28Q: 3 clusters Score -147597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -147599.265625 Penalty: 710.631348
	Iteration 29Q: 3 clusters Score -147599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -147600.875000 Penalty: 710.631348
	Iteration 30Q: 3 clusters Score -147600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -147601.953125 Penalty: 710.631348
	Iteration 31Q: 3 clusters Score -147602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -147602.859375 Penalty: 710.631348
	Iteration 32Q: 3 clusters Score -147602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -147603.000000 Penalty: 710.631348
	Iteration 33Q: 3 clusters Score -147603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -147603.000000 Penalty: 710.631348
	Iteration 34F: 3 clusters Score -147603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -137792.406250 Penalty: 347.318298
	Iteration 0F: 2 clusters Score -137792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -136349.625000 Penalty: 694.636597
	Iteration 0F: 3 clusters Score -136349.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -138191.171875 Penalty: 694.636597
	Iteration 1F: 3 clusters Score -138191.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -139461.015625 Penalty: 694.636597
	Iteration 2F: 3 clusters Score -139461 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -140375.812500 Penalty: 694.636597
	Iteration 3F: 3 clusters Score -140375.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -140823.812500 Penalty: 694.636597
	Iteration 4F: 3 clusters Score -140823.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -141075.078125 Penalty: 694.636597
	Iteration 5Q: 3 clusters Score -141075.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -141283.781250 Penalty: 694.636597
	Iteration 6Q: 3 clusters Score -141283.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -141345.171875 Penalty: 694.636597
	Iteration 7Q: 3 clusters Score -141345.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -141365.312500 Penalty: 694.636597
	Iteration 8Q: 3 clusters Score -141365.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -141384.640625 Penalty: 694.636597
	Iteration 9Q: 3 clusters Score -141384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -141393.781250 Penalty: 694.636597
	Iteration 10Q: 3 clusters Score -141393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -141405.125000 Penalty: 694.636597
	Iteration 11Q: 3 clusters Score -141405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -141415.015625 Penalty: 694.636597
	Iteration 12Q: 3 clusters Score -141415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -141422.515625 Penalty: 694.636597
	Iteration 13Q: 3 clusters Score -141422.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -141429.421875 Penalty: 694.636597
	Iteration 14Q: 3 clusters Score -141429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -141433.718750 Penalty: 694.636597
	Iteration 15Q: 3 clusters Score -141433.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -141438.421875 Penalty: 694.636597
	Iteration 16Q: 3 clusters Score -141438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -141440.343750 Penalty: 694.636597
	Iteration 17Q: 3 clusters Score -141440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -141440.343750 Penalty: 694.636597
	Iteration 18F: 3 clusters Score -141440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Entering Unmasked Estep 
Score: -14001851.000000 Penalty: 23053.888672
Splitting cluster 4 changes total score from -13994318.000000 to -14001851.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 5 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -13864.047852 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -13864.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13527.929688 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -13527.93 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13624.000000 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -13624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13685.372070 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -13685.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13722.354492 Penalty: 513.735657
	Iteration 3F: 3 clusters Score -13722.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13750.771484 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -13750.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13775.154297 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -13775.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13794.833984 Penalty: 513.735657
	Iteration 6Q: 3 clusters Score -13794.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13801.417969 Penalty: 513.735657
	Iteration 7Q: 3 clusters Score -13801.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13807.570312 Penalty: 513.735657
	Iteration 8Q: 3 clusters Score -13807.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13818.500977 Penalty: 513.735657
	Iteration 9Q: 3 clusters Score -13818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13824.742188 Penalty: 513.735657
	Iteration 10Q: 3 clusters Score -13824.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13826.039062 Penalty: 513.735657
	Iteration 11Q: 3 clusters Score -13826.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13826.345703 Penalty: 513.735657
	Iteration 12Q: 3 clusters Score -13826.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13826.614258 Penalty: 513.735657
	Iteration 13Q: 3 clusters Score -13826.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13826.710938 Penalty: 513.735657
	Iteration 14Q: 3 clusters Score -13826.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13826.710938 Penalty: 513.735657
	Iteration 15F: 3 clusters Score -13826.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -48768.929688 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -48768.93 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 387 members 
Entering Unmasked Estep 
Score: -48148.492188 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -48148.49 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48630.066406 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -48630.07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -48837.210938 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -48837.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48936.917969 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -48936.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -49058.082031 Penalty: 604.821533
	Iteration 4Q: 3 clusters Score -49058.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -49172.957031 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -49172.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -49232.601562 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -49232.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49271.007812 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -49271.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -49291.074219 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -49291.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -49317.332031 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -49317.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -49335.468750 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -49335.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -49343.781250 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -49343.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -49348.847656 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -49348.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -49351.167969 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -49351.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49351.417969 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -49351.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49351.417969 Penalty: 604.821533
	Iteration 15F: 3 clusters Score -49351.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Entering Unmasked Estep 
Score: -14002188.000000 Penalty: 23616.177734
Splitting cluster 6 changes total score from -13994318.000000 to -14002188.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 7 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24292.080078 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24292.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23917.638672 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -23917.64 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24254.105469 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24254.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24450.058594 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24450.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24530.652344 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -24530.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24555.335938 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24555.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24563.753906 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24563.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24576.513672 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24576.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24577.068359 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24577.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24577.068359 Penalty: 542.919373
	Iteration 8F: 3 clusters Score -24577.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 442 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Entering Unmasked Estep 
Score: -14002186.000000 Penalty: 24178.466797
Splitting cluster 7 changes total score from -13994318.000000 to -14002186.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 8 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -29532.857422 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -29532.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29061.539062 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -29061.54 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29170.849609 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -29170.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29202.558594 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -29202.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29224.640625 Penalty: 562.945007
	Iteration 3F: 3 clusters Score -29224.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29245.773438 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -29245.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29257.687500 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -29257.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29268.195312 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -29268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29281.179688 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -29281.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29290.503906 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -29290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29297.539062 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -29297.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29308.113281 Penalty: 562.945007
	Iteration 10Q: 3 clusters Score -29308.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29315.224609 Penalty: 562.945007
	Iteration 11Q: 3 clusters Score -29315.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29321.439453 Penalty: 562.945007
	Iteration 12Q: 3 clusters Score -29321.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29322.904297 Penalty: 562.945007
	Iteration 13Q: 3 clusters Score -29322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29324.712891 Penalty: 562.945007
	Iteration 14Q: 3 clusters Score -29324.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29327.726562 Penalty: 562.945007
	Iteration 15Q: 3 clusters Score -29327.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29330.468750 Penalty: 562.945007
	Iteration 16Q: 3 clusters Score -29330.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29333.173828 Penalty: 562.945007
	Iteration 17Q: 3 clusters Score -29333.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29333.173828 Penalty: 562.945007
	Iteration 18F: 3 clusters Score -29333.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -12648.996094 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -12649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12282.016602 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -12282.02 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12734.765625 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -12734.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -12831.053711 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -12831.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13138.242188 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -13138.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13316.657227 Penalty: 554.309204
	Iteration 4F: 3 clusters Score -13316.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13385.551758 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -13385.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13445.041992 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -13445.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13488.571289 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -13488.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -13558.601562 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -13558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13616.927734 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -13616.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13724.403320 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -13724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13858.705078 Penalty: 554.309204
	Iteration 11Q: 3 clusters Score -13858.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -14400.071289 Penalty: 554.309204
	Iteration 12Q: 3 clusters Score -14400.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14430.911133 Penalty: 554.309204
	Iteration 13Q: 3 clusters Score -14430.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14444.312500 Penalty: 554.309204
	Iteration 14Q: 3 clusters Score -14444.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14445.714844 Penalty: 554.309204
	Iteration 15Q: 3 clusters Score -14445.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14452.080078 Penalty: 554.309204
	Iteration 16F: 3 clusters Score -14452.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14459.484375 Penalty: 554.309204
	Iteration 17Q: 3 clusters Score -14459.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14466.791016 Penalty: 554.309204
	Iteration 18Q: 3 clusters Score -14466.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14466.791016 Penalty: 554.309204
	Iteration 19F: 3 clusters Score -14466.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 380 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Entering Unmasked Estep 
Score: -14003721.000000 Penalty: 24740.757812
Splitting cluster 9 changes total score from -13994318.000000 to -14003721.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 10 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -18339.453125 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -18339.45 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 221 members 
Entering Unmasked Estep 
Score: -18016.349609 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -18016.35 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18330.765625 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -18330.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -18507.410156 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -18507.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18597.160156 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -18597.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18616.638672 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -18616.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -18627.871094 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -18627.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -18636.859375 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -18636.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -18644.751953 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -18644.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18649.550781 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -18649.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18649.550781 Penalty: 540.555603
	Iteration 9F: 3 clusters Score -18649.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 483 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Entering Unmasked Estep 
Score: -14003752.000000 Penalty: 25303.046875
Splitting cluster 10 changes total score from -13994318.000000 to -14003752.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 11 (8290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Entering Unmasked Estep 
Score: -457519.875000 Penalty: 410.537628
	Iteration 0F: 2 clusters Score -457519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -452012.343750 Penalty: 821.075256
	Iteration 0F: 3 clusters Score -452012.3 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -454461.218750 Penalty: 821.075256
	Iteration 1F: 3 clusters Score -454461.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -455029.593750 Penalty: 821.075256
	Iteration 2F: 3 clusters Score -455029.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -455534.781250 Penalty: 821.075256
	Iteration 3F: 3 clusters Score -455534.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -455930.187500 Penalty: 821.075256
	Iteration 4F: 3 clusters Score -455930.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -456197.437500 Penalty: 821.075256
	Iteration 5F: 3 clusters Score -456197.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -456388.000000 Penalty: 821.075256
	Iteration 6Q: 3 clusters Score -456388 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -456508.187500 Penalty: 821.075256
	Iteration 7Q: 3 clusters Score -456508.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -456598.312500 Penalty: 821.075256
	Iteration 8Q: 3 clusters Score -456598.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -456683.062500 Penalty: 821.075256
	Iteration 9Q: 3 clusters Score -456683.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -456766.218750 Penalty: 821.075256
	Iteration 10Q: 3 clusters Score -456766.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -456841.593750 Penalty: 821.075256
	Iteration 11Q: 3 clusters Score -456841.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -456899.843750 Penalty: 821.075256
	Iteration 12Q: 3 clusters Score -456899.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -456957.875000 Penalty: 821.075256
	Iteration 13Q: 3 clusters Score -456957.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -456998.062500 Penalty: 821.075256
	Iteration 14Q: 3 clusters Score -456998.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -457030.531250 Penalty: 821.075256
	Iteration 15Q: 3 clusters Score -457030.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -457054.718750 Penalty: 821.075256
	Iteration 16Q: 3 clusters Score -457054.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -457087.781250 Penalty: 821.075256
	Iteration 17Q: 3 clusters Score -457087.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -457113.718750 Penalty: 821.075256
	Iteration 18Q: 3 clusters Score -457113.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -457134.906250 Penalty: 821.075256
	Iteration 19Q: 3 clusters Score -457134.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -457152.312500 Penalty: 821.075256
	Iteration 20F: 3 clusters Score -457152.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -457169.437500 Penalty: 821.075256
	Iteration 21Q: 3 clusters Score -457169.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -457191.781250 Penalty: 821.075256
	Iteration 22Q: 3 clusters Score -457191.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -457208.062500 Penalty: 821.075256
	Iteration 23Q: 3 clusters Score -457208.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -457221.750000 Penalty: 821.075256
	Iteration 24Q: 3 clusters Score -457221.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -457232.500000 Penalty: 821.075256
	Iteration 25Q: 3 clusters Score -457232.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -457238.000000 Penalty: 821.075256
	Iteration 26Q: 3 clusters Score -457238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -457242.343750 Penalty: 821.075256
	Iteration 27Q: 3 clusters Score -457242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -457245.187500 Penalty: 821.075256
	Iteration 28Q: 3 clusters Score -457245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -457248.437500 Penalty: 821.075256
	Iteration 29Q: 3 clusters Score -457248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -457252.250000 Penalty: 821.075256
	Iteration 30Q: 3 clusters Score -457252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -457257.781250 Penalty: 821.075256
	Iteration 31Q: 3 clusters Score -457257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -457262.687500 Penalty: 821.075256
	Iteration 32Q: 3 clusters Score -457262.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -457266.343750 Penalty: 821.075256
	Iteration 33Q: 3 clusters Score -457266.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -457270.062500 Penalty: 821.075256
	Iteration 34Q: 3 clusters Score -457270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -457274.687500 Penalty: 821.075256
	Iteration 35Q: 3 clusters Score -457274.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -457279.218750 Penalty: 821.075256
	Iteration 36Q: 3 clusters Score -457279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -457283.781250 Penalty: 821.075256
	Iteration 37Q: 3 clusters Score -457283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -457285.750000 Penalty: 821.075256
	Iteration 38Q: 3 clusters Score -457285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -457287.843750 Penalty: 821.075256
	Iteration 39Q: 3 clusters Score -457287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -457289.031250 Penalty: 821.075256
	Iteration 40F: 3 clusters Score -457289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -457291.531250 Penalty: 821.075256
	Iteration 41Q: 3 clusters Score -457291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -457298.406250 Penalty: 821.075256
	Iteration 42Q: 3 clusters Score -457298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -457301.625000 Penalty: 821.075256
	Iteration 43Q: 3 clusters Score -457301.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -457305.656250 Penalty: 821.075256
	Iteration 44Q: 3 clusters Score -457305.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -457306.937500 Penalty: 821.075256
	Iteration 45Q: 3 clusters Score -457306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -457306.531250 Penalty: 821.075256
	Iteration 46Q: 3 clusters Score -457306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -457307.406250 Penalty: 821.075256
	Iteration 47Q: 3 clusters Score -457307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -457309.000000 Penalty: 821.075256
	Iteration 48Q: 3 clusters Score -457309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -457310.062500 Penalty: 821.075256
	Iteration 49Q: 3 clusters Score -457310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -457316.468750 Penalty: 821.075256
	Iteration 50Q: 3 clusters Score -457316.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -457318.718750 Penalty: 821.075256
	Iteration 51Q: 3 clusters Score -457318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -457320.031250 Penalty: 821.075256
	Iteration 52Q: 3 clusters Score -457320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -457325.250000 Penalty: 821.075256
	Iteration 53Q: 3 clusters Score -457325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -457326.437500 Penalty: 821.075256
	Iteration 54Q: 3 clusters Score -457326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -457329.718750 Penalty: 821.075256
	Iteration 55Q: 3 clusters Score -457329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -457331.406250 Penalty: 821.075256
	Iteration 56Q: 3 clusters Score -457331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -457332.031250 Penalty: 821.075256
	Iteration 57Q: 3 clusters Score -457332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -457332.093750 Penalty: 821.075256
	Iteration 58Q: 3 clusters Score -457332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -457332.093750 Penalty: 821.075256
	Iteration 59F: 3 clusters Score -457332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Entering Unmasked Estep 
Score: -1420839.000000 Penalty: 442.634949
	Iteration 0F: 2 clusters Score -1420839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1412159.750000 Penalty: 885.269897
	Iteration 0F: 3 clusters Score -1412160 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1416696.375000 Penalty: 885.269897
	Iteration 1F: 3 clusters Score -1416696 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1416899.750000 Penalty: 885.269897
	Iteration 2Q: 3 clusters Score -1416900 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1417138.000000 Penalty: 885.269897
	Iteration 3Q: 3 clusters Score -1417138 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1417561.875000 Penalty: 885.269897
	Iteration 4F: 3 clusters Score -1417562 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1418247.000000 Penalty: 885.269897
	Iteration 5F: 3 clusters Score -1418247 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1419009.250000 Penalty: 885.269897
	Iteration 6F: 3 clusters Score -1419009 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1419420.000000 Penalty: 885.269897
	Iteration 7F: 3 clusters Score -1419420 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1419615.625000 Penalty: 885.269897
	Iteration 8Q: 3 clusters Score -1419616 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1419711.500000 Penalty: 885.269897
	Iteration 9Q: 3 clusters Score -1419712 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1419769.500000 Penalty: 885.269897
	Iteration 10Q: 3 clusters Score -1419770 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1419805.000000 Penalty: 885.269897
	Iteration 11Q: 3 clusters Score -1419805 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1419836.500000 Penalty: 885.269897
	Iteration 12Q: 3 clusters Score -1419836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1419873.125000 Penalty: 885.269897
	Iteration 13Q: 3 clusters Score -1419873 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1419904.000000 Penalty: 885.269897
	Iteration 14Q: 3 clusters Score -1419904 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1419945.875000 Penalty: 885.269897
	Iteration 15Q: 3 clusters Score -1419946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1419991.875000 Penalty: 885.269897
	Iteration 16Q: 3 clusters Score -1419992 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1420033.500000 Penalty: 885.269897
	Iteration 17Q: 3 clusters Score -1420034 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1420074.250000 Penalty: 885.269897
	Iteration 18Q: 3 clusters Score -1420074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1420126.125000 Penalty: 885.269897
	Iteration 19Q: 3 clusters Score -1420126 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1420178.875000 Penalty: 885.269897
	Iteration 20F: 3 clusters Score -1420179 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1420213.500000 Penalty: 885.269897
	Iteration 21Q: 3 clusters Score -1420214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1420237.875000 Penalty: 885.269897
	Iteration 22Q: 3 clusters Score -1420238 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1420265.125000 Penalty: 885.269897
	Iteration 23Q: 3 clusters Score -1420265 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1420295.250000 Penalty: 885.269897
	Iteration 24Q: 3 clusters Score -1420295 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1420313.250000 Penalty: 885.269897
	Iteration 25Q: 3 clusters Score -1420313 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1420325.750000 Penalty: 885.269897
	Iteration 26Q: 3 clusters Score -1420326 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1420303.625000 Penalty: 885.269897
	Iteration 27Q: 3 clusters Score -1420304 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1420273.750000 Penalty: 885.269897
	Iteration 28Q: 3 clusters Score -1420274 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1420250.250000 Penalty: 885.269897
	Iteration 29Q: 3 clusters Score -1420250 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1420218.250000 Penalty: 885.269897
	Iteration 30Q: 3 clusters Score -1420218 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1420190.000000 Penalty: 885.269897
	Iteration 31Q: 3 clusters Score -1420190 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1420178.125000 Penalty: 885.269897
	Iteration 32Q: 3 clusters Score -1420178 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1420148.125000 Penalty: 885.269897
	Iteration 33Q: 3 clusters Score -1420148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1420138.125000 Penalty: 885.269897
	Iteration 34Q: 3 clusters Score -1420138 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1420124.375000 Penalty: 885.269897
	Iteration 35Q: 3 clusters Score -1420124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1420112.250000 Penalty: 885.269897
	Iteration 36Q: 3 clusters Score -1420112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1420094.375000 Penalty: 885.269897
	Iteration 37Q: 3 clusters Score -1420094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1420083.500000 Penalty: 885.269897
	Iteration 38Q: 3 clusters Score -1420084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1420059.625000 Penalty: 885.269897
	Iteration 39Q: 3 clusters Score -1420060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1420064.625000 Penalty: 885.269897
	Iteration 40F: 3 clusters Score -1420065 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1420052.500000 Penalty: 885.269897
	Iteration 41Q: 3 clusters Score -1420052 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1420040.500000 Penalty: 885.269897
	Iteration 42Q: 3 clusters Score -1420040 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1420023.500000 Penalty: 885.269897
	Iteration 43Q: 3 clusters Score -1420024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1420023.125000 Penalty: 885.269897
	Iteration 44Q: 3 clusters Score -1420023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1420006.500000 Penalty: 885.269897
	Iteration 45Q: 3 clusters Score -1420006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1420011.625000 Penalty: 885.269897
	Iteration 46Q: 3 clusters Score -1420012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1420015.125000 Penalty: 885.269897
	Iteration 47Q: 3 clusters Score -1420015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1420009.000000 Penalty: 885.269897
	Iteration 48Q: 3 clusters Score -1420009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1420007.125000 Penalty: 885.269897
	Iteration 49Q: 3 clusters Score -1420007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1420008.750000 Penalty: 885.269897
	Iteration 50Q: 3 clusters Score -1420009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1420004.250000 Penalty: 885.269897
	Iteration 51Q: 3 clusters Score -1420004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1419997.250000 Penalty: 885.269897
	Iteration 52Q: 3 clusters Score -1419997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1419996.625000 Penalty: 885.269897
	Iteration 53Q: 3 clusters Score -1419997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1419993.250000 Penalty: 885.269897
	Iteration 54Q: 3 clusters Score -1419993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1419987.875000 Penalty: 885.269897
	Iteration 55Q: 3 clusters Score -1419988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1419982.125000 Penalty: 885.269897
	Iteration 56Q: 3 clusters Score -1419982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1419981.125000 Penalty: 885.269897
	Iteration 57Q: 3 clusters Score -1419981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1419976.125000 Penalty: 885.269897
	Iteration 58Q: 3 clusters Score -1419976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1419964.375000 Penalty: 885.269897
	Iteration 59Q: 3 clusters Score -1419964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1419959.625000 Penalty: 885.269897
	Iteration 60F: 3 clusters Score -1419960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1419955.250000 Penalty: 885.269897
	Iteration 61Q: 3 clusters Score -1419955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1419949.250000 Penalty: 885.269897
	Iteration 62Q: 3 clusters Score -1419949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1419946.000000 Penalty: 885.269897
	Iteration 63Q: 3 clusters Score -1419946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1419939.375000 Penalty: 885.269897
	Iteration 64Q: 3 clusters Score -1419939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1419924.125000 Penalty: 885.269897
	Iteration 65Q: 3 clusters Score -1419924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1419920.000000 Penalty: 885.269897
	Iteration 66Q: 3 clusters Score -1419920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1419914.750000 Penalty: 885.269897
	Iteration 67Q: 3 clusters Score -1419915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1419915.625000 Penalty: 885.269897
	Iteration 68Q: 3 clusters Score -1419916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1419915.375000 Penalty: 885.269897
	Iteration 69Q: 3 clusters Score -1419915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1419908.625000 Penalty: 885.269897
	Iteration 70Q: 3 clusters Score -1419909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1419904.125000 Penalty: 885.269897
	Iteration 71Q: 3 clusters Score -1419904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1419901.500000 Penalty: 885.269897
	Iteration 72Q: 3 clusters Score -1419902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1419903.000000 Penalty: 885.269897
	Iteration 73Q: 3 clusters Score -1419903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1419900.500000 Penalty: 885.269897
	Iteration 74Q: 3 clusters Score -1419900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1419900.500000 Penalty: 885.269897
	Iteration 75Q: 3 clusters Score -1419900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1419901.375000 Penalty: 885.269897
	Iteration 76Q: 3 clusters Score -1419901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1419901.250000 Penalty: 885.269897
	Iteration 77Q: 3 clusters Score -1419901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1419900.000000 Penalty: 885.269897
	Iteration 78Q: 3 clusters Score -1419900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1419900.750000 Penalty: 885.269897
	Iteration 79Q: 3 clusters Score -1419901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1419900.750000 Penalty: 885.269897
	Iteration 80F: 3 clusters Score -1419901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -32826.046875 Penalty: 281.190765
	Iteration 0F: 2 clusters Score -32826.05 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 233 members 
Entering Unmasked Estep 
Score: -32366.013672 Penalty: 562.381531
	Iteration 0F: 3 clusters Score -32366.01 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32785.503906 Penalty: 562.381531
	Iteration 1F: 3 clusters Score -32785.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33053.429688 Penalty: 562.381531
	Iteration 2F: 3 clusters Score -33053.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33182.351562 Penalty: 562.381531
	Iteration 3F: 3 clusters Score -33182.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33191.589844 Penalty: 562.381531
	Iteration 4Q: 3 clusters Score -33191.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33197.421875 Penalty: 562.381531
	Iteration 5Q: 3 clusters Score -33197.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33199.921875 Penalty: 562.381531
	Iteration 6Q: 3 clusters Score -33199.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33199.921875 Penalty: 562.381531
	Iteration 7F: 3 clusters Score -33199.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Entering Unmasked Estep 
Score: -14003848.000000 Penalty: 25865.337891
Splitting cluster 13 changes total score from -13994318.000000 to -14003848.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -38556.941406 Penalty: 296.013184
	Iteration 0F: 2 clusters Score -38556.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -37996.843750 Penalty: 592.026367
	Iteration 0F: 3 clusters Score -37996.84 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -38263.425781 Penalty: 592.026367
	Iteration 1F: 3 clusters Score -38263.43 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -38391.859375 Penalty: 592.026367
	Iteration 2F: 3 clusters Score -38391.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -38522.816406 Penalty: 592.026367
	Iteration 3F: 3 clusters Score -38522.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38601.464844 Penalty: 592.026367
	Iteration 4F: 3 clusters Score -38601.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -38684.937500 Penalty: 592.026367
	Iteration 5F: 3 clusters Score -38684.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -38710.839844 Penalty: 592.026367
	Iteration 6Q: 3 clusters Score -38710.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -38726.578125 Penalty: 592.026367
	Iteration 7Q: 3 clusters Score -38726.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -38732.289062 Penalty: 592.026367
	Iteration 8Q: 3 clusters Score -38732.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -38738.945312 Penalty: 592.026367
	Iteration 9Q: 3 clusters Score -38738.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -38743.082031 Penalty: 592.026367
	Iteration 10Q: 3 clusters Score -38743.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -38746.617188 Penalty: 592.026367
	Iteration 11Q: 3 clusters Score -38746.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -38746.617188 Penalty: 592.026367
	Iteration 12F: 3 clusters Score -38746.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 724 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Entering Unmasked Estep 
Score: -14003773.000000 Penalty: 26427.626953
Splitting cluster 14 changes total score from -13994318.000000 to -14003773.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 15 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -86670.796875 Penalty: 329.968445
	Iteration 0F: 2 clusters Score -86670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -85593.875000 Penalty: 659.936890
	Iteration 0F: 3 clusters Score -85593.88 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -85905.773438 Penalty: 659.936890
	Iteration 1F: 3 clusters Score -85905.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -85942.421875 Penalty: 659.936890
	Iteration 2F: 3 clusters Score -85942.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85971.312500 Penalty: 659.936890
	Iteration 3Q: 3 clusters Score -85971.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -85992.031250 Penalty: 659.936890
	Iteration 4Q: 3 clusters Score -85992.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -86005.640625 Penalty: 659.936890
	Iteration 5Q: 3 clusters Score -86005.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -86014.023438 Penalty: 659.936890
	Iteration 6Q: 3 clusters Score -86014.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -86019.859375 Penalty: 659.936890
	Iteration 7Q: 3 clusters Score -86019.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -86031.015625 Penalty: 659.936890
	Iteration 8Q: 3 clusters Score -86031.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -86042.601562 Penalty: 659.936890
	Iteration 9Q: 3 clusters Score -86042.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -86051.843750 Penalty: 659.936890
	Iteration 10Q: 3 clusters Score -86051.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -86060.265625 Penalty: 659.936890
	Iteration 11Q: 3 clusters Score -86060.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -86068.304688 Penalty: 659.936890
	Iteration 12Q: 3 clusters Score -86068.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -86082.554688 Penalty: 659.936890
	Iteration 13Q: 3 clusters Score -86082.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -86092.609375 Penalty: 659.936890
	Iteration 14Q: 3 clusters Score -86092.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -86108.226562 Penalty: 659.936890
	Iteration 15Q: 3 clusters Score -86108.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -86123.906250 Penalty: 659.936890
	Iteration 16Q: 3 clusters Score -86123.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -86140.554688 Penalty: 659.936890
	Iteration 17Q: 3 clusters Score -86140.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -86154.039062 Penalty: 659.936890
	Iteration 18Q: 3 clusters Score -86154.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -86167.476562 Penalty: 659.936890
	Iteration 19Q: 3 clusters Score -86167.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -86181.164062 Penalty: 659.936890
	Iteration 20F: 3 clusters Score -86181.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -86191.554688 Penalty: 659.936890
	Iteration 21Q: 3 clusters Score -86191.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -86199.570312 Penalty: 659.936890
	Iteration 22Q: 3 clusters Score -86199.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -86203.679688 Penalty: 659.936890
	Iteration 23Q: 3 clusters Score -86203.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -86207.875000 Penalty: 659.936890
	Iteration 24Q: 3 clusters Score -86207.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -86212.023438 Penalty: 659.936890
	Iteration 25Q: 3 clusters Score -86212.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -86215.773438 Penalty: 659.936890
	Iteration 26Q: 3 clusters Score -86215.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -86217.945312 Penalty: 659.936890
	Iteration 27Q: 3 clusters Score -86217.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -86220.718750 Penalty: 659.936890
	Iteration 28Q: 3 clusters Score -86220.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -86222.343750 Penalty: 659.936890
	Iteration 29Q: 3 clusters Score -86222.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -86222.960938 Penalty: 659.936890
	Iteration 30Q: 3 clusters Score -86222.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -86223.296875 Penalty: 659.936890
	Iteration 31Q: 3 clusters Score -86223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -86223.296875 Penalty: 659.936890
	Iteration 32F: 3 clusters Score -86223.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -35822.480469 Penalty: 299.608002
	Iteration 0F: 2 clusters Score -35822.48 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 365 members 
Entering Unmasked Estep 
Score: -35228.894531 Penalty: 599.216003
	Iteration 0F: 3 clusters Score -35228.89 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35603.324219 Penalty: 599.216003
	Iteration 1F: 3 clusters Score -35603.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35840.046875 Penalty: 599.216003
	Iteration 2F: 3 clusters Score -35840.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36122.671875 Penalty: 599.216003
	Iteration 3F: 3 clusters Score -36122.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36288.636719 Penalty: 599.216003
	Iteration 4F: 3 clusters Score -36288.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36443.652344 Penalty: 599.216003
	Iteration 5F: 3 clusters Score -36443.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36555.027344 Penalty: 599.216003
	Iteration 6Q: 3 clusters Score -36555.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36681.550781 Penalty: 599.216003
	Iteration 7Q: 3 clusters Score -36681.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36780.496094 Penalty: 599.216003
	Iteration 8Q: 3 clusters Score -36780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36788.132812 Penalty: 599.216003
	Iteration 9Q: 3 clusters Score -36788.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36792.953125 Penalty: 599.216003
	Iteration 10Q: 3 clusters Score -36792.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36795.968750 Penalty: 599.216003
	Iteration 11Q: 3 clusters Score -36795.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36797.671875 Penalty: 599.216003
	Iteration 12Q: 3 clusters Score -36797.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36797.671875 Penalty: 599.216003
	Iteration 13F: 3 clusters Score -36797.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Entering Unmasked Estep 
Score: -14004486.000000 Penalty: 26989.917969
Splitting cluster 16 changes total score from -13994318.000000 to -14004486.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 17 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -37753.519531 Penalty: 300.970001
	Iteration 0F: 2 clusters Score -37753.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37094.125000 Penalty: 601.940002
	Iteration 0F: 3 clusters Score -37094.12 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37429.546875 Penalty: 601.940002
	Iteration 1F: 3 clusters Score -37429.55 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37608.566406 Penalty: 601.940002
	Iteration 2F: 3 clusters Score -37608.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37748.167969 Penalty: 601.940002
	Iteration 3F: 3 clusters Score -37748.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37835.843750 Penalty: 601.940002
	Iteration 4F: 3 clusters Score -37835.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37869.910156 Penalty: 601.940002
	Iteration 5Q: 3 clusters Score -37869.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37886.000000 Penalty: 601.940002
	Iteration 6Q: 3 clusters Score -37886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37900.042969 Penalty: 601.940002
	Iteration 7Q: 3 clusters Score -37900.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37924.156250 Penalty: 601.940002
	Iteration 8Q: 3 clusters Score -37924.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37943.554688 Penalty: 601.940002
	Iteration 9Q: 3 clusters Score -37943.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37951.148438 Penalty: 601.940002
	Iteration 10Q: 3 clusters Score -37951.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37961.343750 Penalty: 601.940002
	Iteration 11Q: 3 clusters Score -37961.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37963.691406 Penalty: 601.940002
	Iteration 12Q: 3 clusters Score -37963.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37968.257812 Penalty: 601.940002
	Iteration 13Q: 3 clusters Score -37968.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37969.937500 Penalty: 601.940002
	Iteration 14Q: 3 clusters Score -37969.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37970.281250 Penalty: 601.940002
	Iteration 15Q: 3 clusters Score -37970.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37970.281250 Penalty: 601.940002
	Iteration 16F: 3 clusters Score -37970.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 363 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Entering Unmasked Estep 
Score: -14004437.000000 Penalty: 27552.207031
Splitting cluster 17 changes total score from -13994318.000000 to -14004437.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 18 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -133298.109375 Penalty: 352.926361
	Iteration 0F: 2 clusters Score -133298.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -131678.406250 Penalty: 705.852722
	Iteration 0F: 3 clusters Score -131678.4 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -132369.640625 Penalty: 705.852722
	Iteration 1F: 3 clusters Score -132369.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -132667.765625 Penalty: 705.852722
	Iteration 2F: 3 clusters Score -132667.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -132954.703125 Penalty: 705.852722
	Iteration 3F: 3 clusters Score -132954.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133120.078125 Penalty: 705.852722
	Iteration 4F: 3 clusters Score -133120.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133185.906250 Penalty: 705.852722
	Iteration 5Q: 3 clusters Score -133185.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -133213.968750 Penalty: 705.852722
	Iteration 6Q: 3 clusters Score -133214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133226.953125 Penalty: 705.852722
	Iteration 7Q: 3 clusters Score -133227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133229.156250 Penalty: 705.852722
	Iteration 8Q: 3 clusters Score -133229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133231.734375 Penalty: 705.852722
	Iteration 9Q: 3 clusters Score -133231.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133234.328125 Penalty: 705.852722
	Iteration 10Q: 3 clusters Score -133234.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133236.968750 Penalty: 705.852722
	Iteration 11Q: 3 clusters Score -133237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133237.984375 Penalty: 705.852722
	Iteration 12Q: 3 clusters Score -133238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133238.812500 Penalty: 705.852722
	Iteration 13Q: 3 clusters Score -133238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133239.687500 Penalty: 705.852722
	Iteration 14Q: 3 clusters Score -133239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133240.453125 Penalty: 705.852722
	Iteration 15Q: 3 clusters Score -133240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133241.171875 Penalty: 705.852722
	Iteration 16Q: 3 clusters Score -133241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133241.046875 Penalty: 705.852722
	Iteration 17Q: 3 clusters Score -133241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -133241.046875 Penalty: 705.852722
	Iteration 18F: 3 clusters Score -133241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -19043.429688 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -19043.43 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 170 members 
Entering Unmasked Estep 
Score: -18669.820312 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -18669.82 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18839.806641 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -18839.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18942.968750 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -18942.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18973.193359 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -18973.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19020.445312 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -19020.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19076.650391 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -19076.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19085.285156 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -19085.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19089.701172 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -19089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19095.744141 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -19095.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19098.650391 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -19098.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19099.578125 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -19099.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19099.578125 Penalty: 536.390686
	Iteration 11F: 3 clusters Score -19099.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 1810 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Entering Unmasked Estep 
Score: -14004195.000000 Penalty: 28114.498047
Splitting cluster 19 changes total score from -13994318.000000 to -14004195.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 20 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -88331.226562 Penalty: 341.299225
	Iteration 0F: 2 clusters Score -88331.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -87181.085938 Penalty: 682.598450
	Iteration 0F: 3 clusters Score -87181.09 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -89744.367188 Penalty: 682.598450
	Iteration 1F: 3 clusters Score -89744.37 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -90992.101562 Penalty: 682.598450
	Iteration 2F: 3 clusters Score -90992.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -91335.187500 Penalty: 682.598450
	Iteration 3F: 3 clusters Score -91335.19 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -91510.984375 Penalty: 682.598450
	Iteration 4Q: 3 clusters Score -91510.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -91651.640625 Penalty: 682.598450
	Iteration 5Q: 3 clusters Score -91651.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -91827.757812 Penalty: 682.598450
	Iteration 6Q: 3 clusters Score -91827.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -91901.132812 Penalty: 682.598450
	Iteration 7Q: 3 clusters Score -91901.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -91961.992188 Penalty: 682.598450
	Iteration 8Q: 3 clusters Score -91961.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -92019.765625 Penalty: 682.598450
	Iteration 9Q: 3 clusters Score -92019.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -92086.742188 Penalty: 682.598450
	Iteration 10Q: 3 clusters Score -92086.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -92185.179688 Penalty: 682.598450
	Iteration 11Q: 3 clusters Score -92185.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -92325.242188 Penalty: 682.598450
	Iteration 12Q: 3 clusters Score -92325.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -92466.031250 Penalty: 682.598450
	Iteration 13Q: 3 clusters Score -92466.03 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -92664.234375 Penalty: 682.598450
	Iteration 14Q: 3 clusters Score -92664.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -92901.671875 Penalty: 682.598450
	Iteration 15Q: 3 clusters Score -92901.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -93238.945312 Penalty: 682.598450
	Iteration 16Q: 3 clusters Score -93238.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -93735.007812 Penalty: 682.598450
	Iteration 17Q: 3 clusters Score -93735.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -94291.546875 Penalty: 682.598450
	Iteration 18Q: 3 clusters Score -94291.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -94837.000000 Penalty: 682.598450
	Iteration 19Q: 3 clusters Score -94837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -95454.804688 Penalty: 682.598450
	Iteration 20F: 3 clusters Score -95454.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -97486.101562 Penalty: 682.598450
	Iteration 21Q: 3 clusters Score -97486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -97511.000000 Penalty: 682.598450
	Iteration 22Q: 3 clusters Score -97511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -97522.546875 Penalty: 682.598450
	Iteration 23Q: 3 clusters Score -97522.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -97533.687500 Penalty: 682.598450
	Iteration 24Q: 3 clusters Score -97533.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -97534.757812 Penalty: 682.598450
	Iteration 25Q: 3 clusters Score -97534.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -97534.757812 Penalty: 682.598450
	Iteration 26F: 3 clusters Score -97534.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Entering Unmasked Estep 
Score: -14013187.000000 Penalty: 28676.787109
Splitting cluster 20 changes total score from -13994318.000000 to -14013187.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 21 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -28138.041016 Penalty: 294.702240
	Iteration 0F: 2 clusters Score -28138.04 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 310 members 
Entering Unmasked Estep 
Score: -27549.339844 Penalty: 589.404480
	Iteration 0F: 3 clusters Score -27549.34 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27734.712891 Penalty: 589.404480
	Iteration 1F: 3 clusters Score -27734.71 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27791.730469 Penalty: 589.404480
	Iteration 2F: 3 clusters Score -27791.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27849.199219 Penalty: 589.404480
	Iteration 3F: 3 clusters Score -27849.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -27907.773438 Penalty: 589.404480
	Iteration 4F: 3 clusters Score -27907.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27946.419922 Penalty: 589.404480
	Iteration 5Q: 3 clusters Score -27946.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -27980.207031 Penalty: 589.404480
	Iteration 6Q: 3 clusters Score -27980.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28000.998047 Penalty: 589.404480
	Iteration 7Q: 3 clusters Score -28001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28021.742188 Penalty: 589.404480
	Iteration 8Q: 3 clusters Score -28021.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -28026.697266 Penalty: 589.404480
	Iteration 9Q: 3 clusters Score -28026.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -28030.517578 Penalty: 589.404480
	Iteration 10Q: 3 clusters Score -28030.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -28030.845703 Penalty: 589.404480
	Iteration 11Q: 3 clusters Score -28030.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28031.570312 Penalty: 589.404480
	Iteration 12Q: 3 clusters Score -28031.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28031.906250 Penalty: 589.404480
	Iteration 13Q: 3 clusters Score -28031.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -28032.884766 Penalty: 589.404480
	Iteration 14Q: 3 clusters Score -28032.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -28034.470703 Penalty: 589.404480
	Iteration 15Q: 3 clusters Score -28034.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -28035.839844 Penalty: 589.404480
	Iteration 16Q: 3 clusters Score -28035.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -28036.222656 Penalty: 589.404480
	Iteration 17Q: 3 clusters Score -28036.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -28037.142578 Penalty: 589.404480
	Iteration 18Q: 3 clusters Score -28037.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -28037.650391 Penalty: 589.404480
	Iteration 19Q: 3 clusters Score -28037.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -28038.425781 Penalty: 589.404480
	Iteration 20F: 3 clusters Score -28038.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28039.521484 Penalty: 589.404480
	Iteration 21Q: 3 clusters Score -28039.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -28039.521484 Penalty: 589.404480
	Iteration 22F: 3 clusters Score -28039.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Entering Unmasked Estep 
Score: -2435734.000000 Penalty: 480.516418
	Iteration 0F: 2 clusters Score -2435734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2409841.750000 Penalty: 961.032837
	Iteration 0F: 3 clusters Score -2409842 nChanged 18635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2421142.750000 Penalty: 961.032837
	Iteration 1F: 3 clusters Score -2421143 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2421917.750000 Penalty: 961.032837
	Iteration 2Q: 3 clusters Score -2421918 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2422959.000000 Penalty: 961.032837
	Iteration 3F: 3 clusters Score -2422959 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2424404.000000 Penalty: 961.032837
	Iteration 4F: 3 clusters Score -2424404 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2426415.500000 Penalty: 961.032837
	Iteration 5F: 3 clusters Score -2426416 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2428875.250000 Penalty: 961.032837
	Iteration 6F: 3 clusters Score -2428875 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2430840.000000 Penalty: 961.032837
	Iteration 7F: 3 clusters Score -2430840 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2431990.000000 Penalty: 961.032837
	Iteration 8Q: 3 clusters Score -2431990 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2432626.250000 Penalty: 961.032837
	Iteration 9Q: 3 clusters Score -2432626 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2433068.250000 Penalty: 961.032837
	Iteration 10Q: 3 clusters Score -2433068 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2433475.750000 Penalty: 961.032837
	Iteration 11Q: 3 clusters Score -2433476 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2433844.500000 Penalty: 961.032837
	Iteration 12Q: 3 clusters Score -2433844 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2434181.000000 Penalty: 961.032837
	Iteration 13Q: 3 clusters Score -2434181 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2434458.500000 Penalty: 961.032837
	Iteration 14Q: 3 clusters Score -2434458 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2434660.750000 Penalty: 961.032837
	Iteration 15Q: 3 clusters Score -2434661 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2434826.500000 Penalty: 961.032837
	Iteration 16Q: 3 clusters Score -2434826 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2434938.000000 Penalty: 961.032837
	Iteration 17Q: 3 clusters Score -2434938 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2435034.250000 Penalty: 961.032837
	Iteration 18Q: 3 clusters Score -2435034 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2435113.750000 Penalty: 961.032837
	Iteration 19Q: 3 clusters Score -2435114 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2435173.250000 Penalty: 961.032837
	Iteration 20F: 3 clusters Score -2435173 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2435226.500000 Penalty: 961.032837
	Iteration 21Q: 3 clusters Score -2435226 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2435294.750000 Penalty: 961.032837
	Iteration 22Q: 3 clusters Score -2435295 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2435324.750000 Penalty: 961.032837
	Iteration 23Q: 3 clusters Score -2435325 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2435378.750000 Penalty: 961.032837
	Iteration 24Q: 3 clusters Score -2435379 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2435428.500000 Penalty: 961.032837
	Iteration 25Q: 3 clusters Score -2435428 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2435489.500000 Penalty: 961.032837
	Iteration 26Q: 3 clusters Score -2435490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2435536.000000 Penalty: 961.032837
	Iteration 27Q: 3 clusters Score -2435536 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2435577.750000 Penalty: 961.032837
	Iteration 28Q: 3 clusters Score -2435578 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2435621.000000 Penalty: 961.032837
	Iteration 29Q: 3 clusters Score -2435621 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2435644.500000 Penalty: 961.032837
	Iteration 30Q: 3 clusters Score -2435644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2435679.500000 Penalty: 961.032837
	Iteration 31Q: 3 clusters Score -2435680 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2435712.750000 Penalty: 961.032837
	Iteration 32Q: 3 clusters Score -2435713 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2435726.500000 Penalty: 961.032837
	Iteration 33Q: 3 clusters Score -2435726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2435738.000000 Penalty: 961.032837
	Iteration 34Q: 3 clusters Score -2435738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2435755.750000 Penalty: 961.032837
	Iteration 35Q: 3 clusters Score -2435756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2435780.500000 Penalty: 961.032837
	Iteration 36Q: 3 clusters Score -2435780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2435807.500000 Penalty: 961.032837
	Iteration 37Q: 3 clusters Score -2435808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2435825.000000 Penalty: 961.032837
	Iteration 38Q: 3 clusters Score -2435825 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2435837.750000 Penalty: 961.032837
	Iteration 39Q: 3 clusters Score -2435838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2435841.250000 Penalty: 961.032837
	Iteration 40F: 3 clusters Score -2435841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2435859.000000 Penalty: 961.032837
	Iteration 41Q: 3 clusters Score -2435859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2435874.500000 Penalty: 961.032837
	Iteration 42Q: 3 clusters Score -2435874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2435893.000000 Penalty: 961.032837
	Iteration 43Q: 3 clusters Score -2435893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2435898.750000 Penalty: 961.032837
	Iteration 44Q: 3 clusters Score -2435899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2435910.500000 Penalty: 961.032837
	Iteration 45Q: 3 clusters Score -2435910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2435919.250000 Penalty: 961.032837
	Iteration 46Q: 3 clusters Score -2435919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2435925.500000 Penalty: 961.032837
	Iteration 47Q: 3 clusters Score -2435926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2435928.250000 Penalty: 961.032837
	Iteration 48Q: 3 clusters Score -2435928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2435930.750000 Penalty: 961.032837
	Iteration 49Q: 3 clusters Score -2435931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2435928.250000 Penalty: 961.032837
	Iteration 50Q: 3 clusters Score -2435928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2435928.750000 Penalty: 961.032837
	Iteration 51Q: 3 clusters Score -2435929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2435936.750000 Penalty: 961.032837
	Iteration 52Q: 3 clusters Score -2435937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2435942.750000 Penalty: 961.032837
	Iteration 53Q: 3 clusters Score -2435943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2435942.250000 Penalty: 961.032837
	Iteration 54Q: 3 clusters Score -2435942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2435944.000000 Penalty: 961.032837
	Iteration 55Q: 3 clusters Score -2435944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2435943.250000 Penalty: 961.032837
	Iteration 56Q: 3 clusters Score -2435943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2435945.000000 Penalty: 961.032837
	Iteration 57Q: 3 clusters Score -2435945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2435946.250000 Penalty: 961.032837
	Iteration 58Q: 3 clusters Score -2435946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2435947.000000 Penalty: 961.032837
	Iteration 59Q: 3 clusters Score -2435947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2435946.750000 Penalty: 961.032837
	Iteration 60F: 3 clusters Score -2435947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2435947.000000 Penalty: 961.032837
	Iteration 61Q: 3 clusters Score -2435947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2435945.250000 Penalty: 961.032837
	Iteration 62Q: 3 clusters Score -2435945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2435945.500000 Penalty: 961.032837
	Iteration 63Q: 3 clusters Score -2435946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2435945.250000 Penalty: 961.032837
	Iteration 64Q: 3 clusters Score -2435945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2435947.500000 Penalty: 961.032837
	Iteration 65Q: 3 clusters Score -2435948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2435947.250000 Penalty: 961.032837
	Iteration 66Q: 3 clusters Score -2435947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2435946.250000 Penalty: 961.032837
	Iteration 67Q: 3 clusters Score -2435946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2435946.750000 Penalty: 961.032837
	Iteration 68Q: 3 clusters Score -2435947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2435948.500000 Penalty: 961.032837
	Iteration 69Q: 3 clusters Score -2435948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2435949.000000 Penalty: 961.032837
	Iteration 70Q: 3 clusters Score -2435949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2435952.250000 Penalty: 961.032837
	Iteration 71Q: 3 clusters Score -2435952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2435955.250000 Penalty: 961.032837
	Iteration 72Q: 3 clusters Score -2435955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2435956.250000 Penalty: 961.032837
	Iteration 73Q: 3 clusters Score -2435956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2435956.250000 Penalty: 961.032837
	Iteration 74Q: 3 clusters Score -2435956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2435956.500000 Penalty: 961.032837
	Iteration 75Q: 3 clusters Score -2435956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2435956.500000 Penalty: 961.032837
	Iteration 76Q: 3 clusters Score -2435956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2435953.500000 Penalty: 961.032837
	Iteration 77Q: 3 clusters Score -2435954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2435952.250000 Penalty: 961.032837
	Iteration 78Q: 3 clusters Score -2435952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2435952.250000 Penalty: 961.032837
	Iteration 79F: 3 clusters Score -2435952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 1475 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Entering Unmasked Estep 
Score: -14013380.000000 Penalty: 29239.078125
Splitting cluster 22 changes total score from -13994318.000000 to -14013380.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 23 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -83896.273438 Penalty: 331.986816
	Iteration 0F: 2 clusters Score -83896.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -82886.406250 Penalty: 663.973633
	Iteration 0F: 3 clusters Score -82886.41 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84396.734375 Penalty: 663.973633
	Iteration 1F: 3 clusters Score -84396.73 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84964.289062 Penalty: 663.973633
	Iteration 2F: 3 clusters Score -84964.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85168.921875 Penalty: 663.973633
	Iteration 3F: 3 clusters Score -85168.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85257.828125 Penalty: 663.973633
	Iteration 4Q: 3 clusters Score -85257.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85328.562500 Penalty: 663.973633
	Iteration 5Q: 3 clusters Score -85328.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85401.601562 Penalty: 663.973633
	Iteration 6Q: 3 clusters Score -85401.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85478.140625 Penalty: 663.973633
	Iteration 7Q: 3 clusters Score -85478.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85518.062500 Penalty: 663.973633
	Iteration 8Q: 3 clusters Score -85518.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85562.546875 Penalty: 663.973633
	Iteration 9Q: 3 clusters Score -85562.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85621.429688 Penalty: 663.973633
	Iteration 10Q: 3 clusters Score -85621.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85780.179688 Penalty: 663.973633
	Iteration 11Q: 3 clusters Score -85780.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85841.390625 Penalty: 663.973633
	Iteration 12Q: 3 clusters Score -85841.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85893.265625 Penalty: 663.973633
	Iteration 13Q: 3 clusters Score -85893.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85939.210938 Penalty: 663.973633
	Iteration 14Q: 3 clusters Score -85939.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86017.453125 Penalty: 663.973633
	Iteration 15Q: 3 clusters Score -86017.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86127.476562 Penalty: 663.973633
	Iteration 16Q: 3 clusters Score -86127.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86293.265625 Penalty: 663.973633
	Iteration 17Q: 3 clusters Score -86293.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86502.023438 Penalty: 663.973633
	Iteration 18Q: 3 clusters Score -86502.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -86626.750000 Penalty: 663.973633
	Iteration 19Q: 3 clusters Score -86626.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -86669.750000 Penalty: 663.973633
	Iteration 20F: 3 clusters Score -86669.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -86672.117188 Penalty: 663.973633
	Iteration 21Q: 3 clusters Score -86672.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86672.882812 Penalty: 663.973633
	Iteration 22Q: 3 clusters Score -86672.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -86673.078125 Penalty: 663.973633
	Iteration 23Q: 3 clusters Score -86673.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -86673.078125 Penalty: 663.973633
	Iteration 24F: 3 clusters Score -86673.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 1044 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Entering Unmasked Estep 
Score: -14015923.000000 Penalty: 29801.367188
Splitting cluster 23 changes total score from -13994318.000000 to -14015923.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 24 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -101490.203125 Penalty: 340.359497
	Iteration 0F: 2 clusters Score -101490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -100198.382812 Penalty: 680.718994
	Iteration 0F: 3 clusters Score -100198.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -100731.000000 Penalty: 680.718994
	Iteration 1F: 3 clusters Score -100731 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -100875.765625 Penalty: 680.718994
	Iteration 2F: 3 clusters Score -100875.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -100996.109375 Penalty: 680.718994
	Iteration 3F: 3 clusters Score -100996.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -101082.203125 Penalty: 680.718994
	Iteration 4F: 3 clusters Score -101082.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -101122.835938 Penalty: 680.718994
	Iteration 5Q: 3 clusters Score -101122.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -101157.906250 Penalty: 680.718994
	Iteration 6Q: 3 clusters Score -101157.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -101190.093750 Penalty: 680.718994
	Iteration 7Q: 3 clusters Score -101190.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -101222.085938 Penalty: 680.718994
	Iteration 8Q: 3 clusters Score -101222.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -101247.671875 Penalty: 680.718994
	Iteration 9Q: 3 clusters Score -101247.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -101278.320312 Penalty: 680.718994
	Iteration 10Q: 3 clusters Score -101278.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -101302.359375 Penalty: 680.718994
	Iteration 11Q: 3 clusters Score -101302.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -101323.468750 Penalty: 680.718994
	Iteration 12Q: 3 clusters Score -101323.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -101344.140625 Penalty: 680.718994
	Iteration 13Q: 3 clusters Score -101344.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101357.125000 Penalty: 680.718994
	Iteration 14Q: 3 clusters Score -101357.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101369.468750 Penalty: 680.718994
	Iteration 15Q: 3 clusters Score -101369.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101383.851562 Penalty: 680.718994
	Iteration 16Q: 3 clusters Score -101383.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101399.195312 Penalty: 680.718994
	Iteration 17Q: 3 clusters Score -101399.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101413.320312 Penalty: 680.718994
	Iteration 18Q: 3 clusters Score -101413.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101423.140625 Penalty: 680.718994
	Iteration 19Q: 3 clusters Score -101423.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101429.359375 Penalty: 680.718994
	Iteration 20F: 3 clusters Score -101429.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101434.218750 Penalty: 680.718994
	Iteration 21Q: 3 clusters Score -101434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101441.523438 Penalty: 680.718994
	Iteration 22Q: 3 clusters Score -101441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -101445.234375 Penalty: 680.718994
	Iteration 23Q: 3 clusters Score -101445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101449.328125 Penalty: 680.718994
	Iteration 24Q: 3 clusters Score -101449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101454.109375 Penalty: 680.718994
	Iteration 25Q: 3 clusters Score -101454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101456.085938 Penalty: 680.718994
	Iteration 26Q: 3 clusters Score -101456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101459.539062 Penalty: 680.718994
	Iteration 27Q: 3 clusters Score -101459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101463.445312 Penalty: 680.718994
	Iteration 28Q: 3 clusters Score -101463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101463.445312 Penalty: 680.718994
	Iteration 29F: 3 clusters Score -101463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -72369.945312 Penalty: 316.262085
	Iteration 0F: 2 clusters Score -72369.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71589.039062 Penalty: 632.524170
	Iteration 0F: 3 clusters Score -71589.04 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71951.132812 Penalty: 632.524170
	Iteration 1F: 3 clusters Score -71951.13 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -72106.609375 Penalty: 632.524170
	Iteration 2F: 3 clusters Score -72106.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -72210.343750 Penalty: 632.524170
	Iteration 3F: 3 clusters Score -72210.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -72269.367188 Penalty: 632.524170
	Iteration 4F: 3 clusters Score -72269.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -72324.710938 Penalty: 632.524170
	Iteration 5Q: 3 clusters Score -72324.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72365.585938 Penalty: 632.524170
	Iteration 6Q: 3 clusters Score -72365.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -72399.765625 Penalty: 632.524170
	Iteration 7Q: 3 clusters Score -72399.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -72430.828125 Penalty: 632.524170
	Iteration 8Q: 3 clusters Score -72430.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -72457.562500 Penalty: 632.524170
	Iteration 9Q: 3 clusters Score -72457.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -72477.578125 Penalty: 632.524170
	Iteration 10Q: 3 clusters Score -72477.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -72494.562500 Penalty: 632.524170
	Iteration 11Q: 3 clusters Score -72494.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -72502.726562 Penalty: 632.524170
	Iteration 12Q: 3 clusters Score -72502.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -72504.648438 Penalty: 632.524170
	Iteration 13Q: 3 clusters Score -72504.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -72506.187500 Penalty: 632.524170
	Iteration 14Q: 3 clusters Score -72506.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72506.312500 Penalty: 632.524170
	Iteration 15Q: 3 clusters Score -72506.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -72506.531250 Penalty: 632.524170
	Iteration 16Q: 3 clusters Score -72506.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -72506.640625 Penalty: 632.524170
	Iteration 17Q: 3 clusters Score -72506.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -72509.437500 Penalty: 632.524170
	Iteration 18F: 3 clusters Score -72509.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -72511.773438 Penalty: 632.524170
	Iteration 19Q: 3 clusters Score -72511.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72512.976562 Penalty: 632.524170
	Iteration 20F: 3 clusters Score -72512.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -72514.023438 Penalty: 632.524170
	Iteration 21Q: 3 clusters Score -72514.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -72514.601562 Penalty: 632.524170
	Iteration 22Q: 3 clusters Score -72514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -72514.601562 Penalty: 632.524170
	Iteration 23F: 3 clusters Score -72514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Entering Unmasked Estep 
Score: -14015816.000000 Penalty: 30363.656250
Splitting cluster 25 changes total score from -13994318.000000 to -14015816.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 26 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -45888.195312 Penalty: 301.515656
	Iteration 0F: 2 clusters Score -45888.2 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 395 members 
Entering Unmasked Estep 
Score: -45279.304688 Penalty: 603.031311
	Iteration 0F: 3 clusters Score -45279.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45577.886719 Penalty: 603.031311
	Iteration 1F: 3 clusters Score -45577.89 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45704.421875 Penalty: 603.031311
	Iteration 2F: 3 clusters Score -45704.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45773.121094 Penalty: 603.031311
	Iteration 3F: 3 clusters Score -45773.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45810.683594 Penalty: 603.031311
	Iteration 4F: 3 clusters Score -45810.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45830.046875 Penalty: 603.031311
	Iteration 5Q: 3 clusters Score -45830.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45840.480469 Penalty: 603.031311
	Iteration 6Q: 3 clusters Score -45840.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45848.800781 Penalty: 603.031311
	Iteration 7Q: 3 clusters Score -45848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45854.867188 Penalty: 603.031311
	Iteration 8Q: 3 clusters Score -45854.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45869.121094 Penalty: 603.031311
	Iteration 9Q: 3 clusters Score -45869.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45877.433594 Penalty: 603.031311
	Iteration 10Q: 3 clusters Score -45877.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45886.554688 Penalty: 603.031311
	Iteration 11Q: 3 clusters Score -45886.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45895.906250 Penalty: 603.031311
	Iteration 12Q: 3 clusters Score -45895.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45911.941406 Penalty: 603.031311
	Iteration 13Q: 3 clusters Score -45911.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45924.093750 Penalty: 603.031311
	Iteration 14Q: 3 clusters Score -45924.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45931.437500 Penalty: 603.031311
	Iteration 15Q: 3 clusters Score -45931.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45937.238281 Penalty: 603.031311
	Iteration 16Q: 3 clusters Score -45937.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45938.578125 Penalty: 603.031311
	Iteration 17Q: 3 clusters Score -45938.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45941.109375 Penalty: 603.031311
	Iteration 18Q: 3 clusters Score -45941.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45942.613281 Penalty: 603.031311
	Iteration 19Q: 3 clusters Score -45942.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45944.718750 Penalty: 603.031311
	Iteration 20F: 3 clusters Score -45944.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45963.140625 Penalty: 603.031311
	Iteration 21Q: 3 clusters Score -45963.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45968.277344 Penalty: 603.031311
	Iteration 22Q: 3 clusters Score -45968.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45992.835938 Penalty: 603.031311
	Iteration 23Q: 3 clusters Score -45992.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46000.640625 Penalty: 603.031311
	Iteration 24Q: 3 clusters Score -46000.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46003.843750 Penalty: 603.031311
	Iteration 25Q: 3 clusters Score -46003.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46006.914062 Penalty: 603.031311
	Iteration 26Q: 3 clusters Score -46006.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46008.152344 Penalty: 603.031311
	Iteration 27Q: 3 clusters Score -46008.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46008.929688 Penalty: 603.031311
	Iteration 28Q: 3 clusters Score -46008.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46010.855469 Penalty: 603.031311
	Iteration 29Q: 3 clusters Score -46010.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46013.914062 Penalty: 603.031311
	Iteration 30Q: 3 clusters Score -46013.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46017.476562 Penalty: 603.031311
	Iteration 31Q: 3 clusters Score -46017.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46018.457031 Penalty: 603.031311
	Iteration 32Q: 3 clusters Score -46018.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46019.039062 Penalty: 603.031311
	Iteration 33Q: 3 clusters Score -46019.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46019.039062 Penalty: 603.031311
	Iteration 34F: 3 clusters Score -46019.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Entering Unmasked Estep 
Score: -14015684.000000 Penalty: 30925.947266
Splitting cluster 26 changes total score from -13994318.000000 to -14015684.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -112970.875000 Penalty: 341.724579
	Iteration 0F: 2 clusters Score -112970.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -111625.835938 Penalty: 683.449158
	Iteration 0F: 3 clusters Score -111625.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -112056.171875 Penalty: 683.449158
	Iteration 1F: 3 clusters Score -112056.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -112113.320312 Penalty: 683.449158
	Iteration 2F: 3 clusters Score -112113.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -112160.875000 Penalty: 683.449158
	Iteration 3F: 3 clusters Score -112160.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -112189.679688 Penalty: 683.449158
	Iteration 4Q: 3 clusters Score -112189.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -112212.281250 Penalty: 683.449158
	Iteration 5Q: 3 clusters Score -112212.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -112228.828125 Penalty: 683.449158
	Iteration 6Q: 3 clusters Score -112228.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -112253.671875 Penalty: 683.449158
	Iteration 7Q: 3 clusters Score -112253.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -112289.585938 Penalty: 683.449158
	Iteration 8Q: 3 clusters Score -112289.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -112334.773438 Penalty: 683.449158
	Iteration 9Q: 3 clusters Score -112334.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -112390.351562 Penalty: 683.449158
	Iteration 10Q: 3 clusters Score -112390.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -112428.367188 Penalty: 683.449158
	Iteration 11Q: 3 clusters Score -112428.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -112469.656250 Penalty: 683.449158
	Iteration 12Q: 3 clusters Score -112469.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -112504.531250 Penalty: 683.449158
	Iteration 13Q: 3 clusters Score -112504.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -112546.656250 Penalty: 683.449158
	Iteration 14Q: 3 clusters Score -112546.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -112575.445312 Penalty: 683.449158
	Iteration 15Q: 3 clusters Score -112575.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -112598.289062 Penalty: 683.449158
	Iteration 16Q: 3 clusters Score -112598.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -112616.726562 Penalty: 683.449158
	Iteration 17Q: 3 clusters Score -112616.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -112628.421875 Penalty: 683.449158
	Iteration 18Q: 3 clusters Score -112628.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -112635.640625 Penalty: 683.449158
	Iteration 19Q: 3 clusters Score -112635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -112638.898438 Penalty: 683.449158
	Iteration 20F: 3 clusters Score -112638.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -112646.664062 Penalty: 683.449158
	Iteration 21Q: 3 clusters Score -112646.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -112655.429688 Penalty: 683.449158
	Iteration 22Q: 3 clusters Score -112655.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -112662.226562 Penalty: 683.449158
	Iteration 23Q: 3 clusters Score -112662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -112669.015625 Penalty: 683.449158
	Iteration 24Q: 3 clusters Score -112669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -112675.492188 Penalty: 683.449158
	Iteration 25Q: 3 clusters Score -112675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -112678.898438 Penalty: 683.449158
	Iteration 26Q: 3 clusters Score -112678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -112682.593750 Penalty: 683.449158
	Iteration 27Q: 3 clusters Score -112682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -112682.593750 Penalty: 683.449158
	Iteration 28F: 3 clusters Score -112682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -39984.390625 Penalty: 307.809265
	Iteration 0F: 2 clusters Score -39984.39 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 458 members 
Entering Unmasked Estep 
Score: -39367.074219 Penalty: 615.618530
	Iteration 0F: 3 clusters Score -39367.07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -40136.078125 Penalty: 615.618530
	Iteration 1F: 3 clusters Score -40136.08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -40560.816406 Penalty: 615.618530
	Iteration 2F: 3 clusters Score -40560.82 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -41300.855469 Penalty: 615.618530
	Iteration 3F: 3 clusters Score -41300.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -41537.082031 Penalty: 615.618530
	Iteration 4F: 3 clusters Score -41537.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -41658.148438 Penalty: 615.618530
	Iteration 5Q: 3 clusters Score -41658.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -41719.207031 Penalty: 615.618530
	Iteration 6Q: 3 clusters Score -41719.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -41741.199219 Penalty: 615.618530
	Iteration 7Q: 3 clusters Score -41741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -41744.925781 Penalty: 615.618530
	Iteration 8Q: 3 clusters Score -41744.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -41746.796875 Penalty: 615.618530
	Iteration 9Q: 3 clusters Score -41746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -41747.089844 Penalty: 615.618530
	Iteration 10Q: 3 clusters Score -41747.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -41747.089844 Penalty: 615.618530
	Iteration 11F: 3 clusters Score -41747.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 564 members 
Entering Unmasked Estep 
Score: -14017196.000000 Penalty: 31488.236328
Splitting cluster 28 changes total score from -13994318.000000 to -14017196.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 29 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -102763.445312 Penalty: 340.359497
	Iteration 0F: 2 clusters Score -102763.4 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 923 members 
Entering Unmasked Estep 
Score: -101478.351562 Penalty: 680.718994
	Iteration 0F: 3 clusters Score -101478.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -102180.085938 Penalty: 680.718994
	Iteration 1F: 3 clusters Score -102180.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -102548.648438 Penalty: 680.718994
	Iteration 2F: 3 clusters Score -102548.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -102734.882812 Penalty: 680.718994
	Iteration 3F: 3 clusters Score -102734.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -102795.562500 Penalty: 680.718994
	Iteration 4Q: 3 clusters Score -102795.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -102828.812500 Penalty: 680.718994
	Iteration 5Q: 3 clusters Score -102828.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -102838.523438 Penalty: 680.718994
	Iteration 6Q: 3 clusters Score -102838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -102842.125000 Penalty: 680.718994
	Iteration 7Q: 3 clusters Score -102842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -102843.585938 Penalty: 680.718994
	Iteration 8Q: 3 clusters Score -102843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -102844.632812 Penalty: 680.718994
	Iteration 9Q: 3 clusters Score -102844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -102844.820312 Penalty: 680.718994
	Iteration 10Q: 3 clusters Score -102844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -102844.820312 Penalty: 680.718994
	Iteration 11F: 3 clusters Score -102844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 1548 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 564 members 
Mstep: Class 57 contains 1349 members 
Entering Unmasked Estep 
Score: -14017057.000000 Penalty: 32050.527344
Splitting cluster 29 changes total score from -13994318.000000 to -14017057.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 30 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -113410.781250 Penalty: 334.184723
	Iteration 0F: 2 clusters Score -113410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -112308.523438 Penalty: 668.369446
	Iteration 0F: 3 clusters Score -112308.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112908.625000 Penalty: 668.369446
	Iteration 1F: 3 clusters Score -112908.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -113147.890625 Penalty: 668.369446
	Iteration 2F: 3 clusters Score -113147.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113433.343750 Penalty: 668.369446
	Iteration 3F: 3 clusters Score -113433.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113674.593750 Penalty: 668.369446
	Iteration 4F: 3 clusters Score -113674.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113979.015625 Penalty: 668.369446
	Iteration 5F: 3 clusters Score -113979 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114345.789062 Penalty: 668.369446
	Iteration 6F: 3 clusters Score -114345.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -114687.890625 Penalty: 668.369446
	Iteration 7F: 3 clusters Score -114687.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -114891.664062 Penalty: 668.369446
	Iteration 8Q: 3 clusters Score -114891.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115020.914062 Penalty: 668.369446
	Iteration 9Q: 3 clusters Score -115020.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115039.984375 Penalty: 668.369446
	Iteration 10Q: 3 clusters Score -115040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -115043.226562 Penalty: 668.369446
	Iteration 11Q: 3 clusters Score -115043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -115045.921875 Penalty: 668.369446
	Iteration 12Q: 3 clusters Score -115045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115046.593750 Penalty: 668.369446
	Iteration 13Q: 3 clusters Score -115046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115046.593750 Penalty: 668.369446
	Iteration 14F: 3 clusters Score -115046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 933 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 1587 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 564 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 615 members 
Entering Unmasked Estep 
Score: -14018464.000000 Penalty: 32612.816406
Splitting cluster 30 changes total score from -13994318.000000 to -14018464.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 31 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -230198.687500 Penalty: 376.005096
	Iteration 0F: 2 clusters Score -230198.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -227594.765625 Penalty: 752.010193
	Iteration 0F: 3 clusters Score -227594.8 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -228736.437500 Penalty: 752.010193
	Iteration 1F: 3 clusters Score -228736.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -229029.671875 Penalty: 752.010193
	Iteration 2F: 3 clusters Score -229029.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -229305.937500 Penalty: 752.010193
	Iteration 3F: 3 clusters Score -229305.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -229530.796875 Penalty: 752.010193
	Iteration 4F: 3 clusters Score -229530.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -229683.671875 Penalty: 752.010193
	Iteration 5Q: 3 clusters Score -229683.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -229793.359375 Penalty: 752.010193
	Iteration 6Q: 3 clusters Score -229793.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -229909.937500 Penalty: 752.010193
	Iteration 7Q: 3 clusters Score -229909.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -229954.781250 Penalty: 752.010193
	Iteration 8Q: 3 clusters Score -229954.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -229968.921875 Penalty: 752.010193
	Iteration 9Q: 3 clusters Score -229968.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -229979.609375 Penalty: 752.010193
	Iteration 10Q: 3 clusters Score -229979.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -229986.687500 Penalty: 752.010193
	Iteration 11Q: 3 clusters Score -229986.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -229993.531250 Penalty: 752.010193
	Iteration 12Q: 3 clusters Score -229993.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -229999.609375 Penalty: 752.010193
	Iteration 13Q: 3 clusters Score -229999.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -230004.359375 Penalty: 752.010193
	Iteration 14Q: 3 clusters Score -230004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -230005.968750 Penalty: 752.010193
	Iteration 15Q: 3 clusters Score -230006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -230006.593750 Penalty: 752.010193
	Iteration 16Q: 3 clusters Score -230006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -230006.593750 Penalty: 752.010193
	Iteration 17F: 3 clusters Score -230006.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -83607.179688 Penalty: 335.316833
	Iteration 0F: 2 clusters Score -83607.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -82456.203125 Penalty: 670.633667
	Iteration 0F: 3 clusters Score -82456.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -83012.062500 Penalty: 670.633667
	Iteration 1F: 3 clusters Score -83012.06 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -83468.718750 Penalty: 670.633667
	Iteration 2F: 3 clusters Score -83468.72 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -83895.710938 Penalty: 670.633667
	Iteration 3F: 3 clusters Score -83895.71 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -84116.000000 Penalty: 670.633667
	Iteration 4F: 3 clusters Score -84116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -84199.250000 Penalty: 670.633667
	Iteration 5Q: 3 clusters Score -84199.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -84230.335938 Penalty: 670.633667
	Iteration 6Q: 3 clusters Score -84230.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -84254.414062 Penalty: 670.633667
	Iteration 7Q: 3 clusters Score -84254.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -84283.281250 Penalty: 670.633667
	Iteration 8Q: 3 clusters Score -84283.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -84314.929688 Penalty: 670.633667
	Iteration 9Q: 3 clusters Score -84314.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -84339.664062 Penalty: 670.633667
	Iteration 10Q: 3 clusters Score -84339.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -84341.687500 Penalty: 670.633667
	Iteration 11Q: 3 clusters Score -84341.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -84341.890625 Penalty: 670.633667
	Iteration 12Q: 3 clusters Score -84341.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -84341.890625 Penalty: 670.633667
	Iteration 13F: 3 clusters Score -84341.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 933 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 564 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 615 members 
Mstep: Class 59 contains 1130 members 
Entering Unmasked Estep 
Score: -14018980.000000 Penalty: 33175.105469
Splitting cluster 32 changes total score from -13994318.000000 to -14018980.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 33 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -10513.558594 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -10513.56 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 95 members 
Entering Unmasked Estep 
Score: -10213.666016 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -10213.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10288.529297 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -10288.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10343.777344 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -10343.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10460.057617 Penalty: 481.232300
	Iteration 3F: 3 clusters Score -10460.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10571.487305 Penalty: 481.232300
	Iteration 4F: 3 clusters Score -10571.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10793.322266 Penalty: 481.232300
	Iteration 5Q: 3 clusters Score -10793.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10808.159180 Penalty: 481.232300
	Iteration 6Q: 3 clusters Score -10808.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10813.991211 Penalty: 481.232300
	Iteration 7Q: 3 clusters Score -10813.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10816.003906 Penalty: 481.232300
	Iteration 8Q: 3 clusters Score -10816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10816.003906 Penalty: 481.232300
	Iteration 9F: 3 clusters Score -10816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 933 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 501 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 564 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 615 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 65 members 
Entering Unmasked Estep 
Score: -14018963.000000 Penalty: 33737.398438
Splitting cluster 33 changes total score from -13994318.000000 to -14018963.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 34 (29055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Entering Unmasked Estep 
Score: -1737496.250000 Penalty: 467.601044
	Iteration 0F: 2 clusters Score -1737496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1718023.250000 Penalty: 935.202087
	Iteration 0F: 3 clusters Score -1718023 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1725905.250000 Penalty: 935.202087
	Iteration 1F: 3 clusters Score -1725905 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1726186.875000 Penalty: 935.202087
	Iteration 2Q: 3 clusters Score -1726187 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1726464.750000 Penalty: 935.202087
	Iteration 3Q: 3 clusters Score -1726465 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1726802.125000 Penalty: 935.202087
	Iteration 4Q: 3 clusters Score -1726802 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1727234.875000 Penalty: 935.202087
	Iteration 5Q: 3 clusters Score -1727235 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1727867.250000 Penalty: 935.202087
	Iteration 6Q: 3 clusters Score -1727867 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1728630.625000 Penalty: 935.202087
	Iteration 7F: 3 clusters Score -1728631 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1729444.125000 Penalty: 935.202087
	Iteration 8F: 3 clusters Score -1729444 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1730381.375000 Penalty: 935.202087
	Iteration 9F: 3 clusters Score -1730381 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1731280.500000 Penalty: 935.202087
	Iteration 10F: 3 clusters Score -1731280 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1731940.250000 Penalty: 935.202087
	Iteration 11Q: 3 clusters Score -1731940 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1732266.125000 Penalty: 935.202087
	Iteration 12Q: 3 clusters Score -1732266 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1732409.500000 Penalty: 935.202087
	Iteration 13Q: 3 clusters Score -1732410 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1732493.875000 Penalty: 935.202087
	Iteration 14Q: 3 clusters Score -1732494 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1732539.000000 Penalty: 935.202087
	Iteration 15Q: 3 clusters Score -1732539 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1732582.875000 Penalty: 935.202087
	Iteration 16Q: 3 clusters Score -1732583 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1732631.375000 Penalty: 935.202087
	Iteration 17Q: 3 clusters Score -1732631 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1732690.500000 Penalty: 935.202087
	Iteration 18Q: 3 clusters Score -1732690 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1732752.000000 Penalty: 935.202087
	Iteration 19Q: 3 clusters Score -1732752 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1732825.875000 Penalty: 935.202087
	Iteration 20F: 3 clusters Score -1732826 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1732917.500000 Penalty: 935.202087
	Iteration 21Q: 3 clusters Score -1732918 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1732997.625000 Penalty: 935.202087
	Iteration 22Q: 3 clusters Score -1732998 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1733075.125000 Penalty: 935.202087
	Iteration 23Q: 3 clusters Score -1733075 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1733189.750000 Penalty: 935.202087
	Iteration 24Q: 3 clusters Score -1733190 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -1733308.000000 Penalty: 935.202087
	Iteration 25Q: 3 clusters Score -1733308 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1733459.875000 Penalty: 935.202087
	Iteration 26Q: 3 clusters Score -1733460 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -1733622.125000 Penalty: 935.202087
	Iteration 27Q: 3 clusters Score -1733622 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1733794.375000 Penalty: 935.202087
	Iteration 28Q: 3 clusters Score -1733794 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -1733975.875000 Penalty: 935.202087
	Iteration 29Q: 3 clusters Score -1733976 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -1734164.500000 Penalty: 935.202087
	Iteration 30Q: 3 clusters Score -1734164 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -1734390.125000 Penalty: 935.202087
	Iteration 31Q: 3 clusters Score -1734390 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1734620.125000 Penalty: 935.202087
	Iteration 32Q: 3 clusters Score -1734620 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -1734855.375000 Penalty: 935.202087
	Iteration 33Q: 3 clusters Score -1734855 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -1735089.500000 Penalty: 935.202087
	Iteration 34Q: 3 clusters Score -1735090 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -1735325.375000 Penalty: 935.202087
	Iteration 35Q: 3 clusters Score -1735325 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -1735558.625000 Penalty: 935.202087
	Iteration 36Q: 3 clusters Score -1735559 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -1735774.625000 Penalty: 935.202087
	Iteration 37Q: 3 clusters Score -1735775 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -1735981.250000 Penalty: 935.202087
	Iteration 38Q: 3 clusters Score -1735981 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -1736162.625000 Penalty: 935.202087
	Iteration 39Q: 3 clusters Score -1736163 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -1736339.875000 Penalty: 935.202087
	Iteration 40F: 3 clusters Score -1736340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -1736503.875000 Penalty: 935.202087
	Iteration 41Q: 3 clusters Score -1736504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -1736650.375000 Penalty: 935.202087
	Iteration 42Q: 3 clusters Score -1736650 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -1736757.875000 Penalty: 935.202087
	Iteration 43Q: 3 clusters Score -1736758 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -1736851.125000 Penalty: 935.202087
	Iteration 44Q: 3 clusters Score -1736851 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -1736913.375000 Penalty: 935.202087
	Iteration 45Q: 3 clusters Score -1736913 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -1736963.250000 Penalty: 935.202087
	Iteration 46Q: 3 clusters Score -1736963 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -1736989.250000 Penalty: 935.202087
	Iteration 47Q: 3 clusters Score -1736989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -1737023.750000 Penalty: 935.202087
	Iteration 48Q: 3 clusters Score -1737024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -1737050.625000 Penalty: 935.202087
	Iteration 49Q: 3 clusters Score -1737051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -1737078.000000 Penalty: 935.202087
	Iteration 50Q: 3 clusters Score -1737078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -1737093.875000 Penalty: 935.202087
	Iteration 51Q: 3 clusters Score -1737094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -1737110.875000 Penalty: 935.202087
	Iteration 52Q: 3 clusters Score -1737111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -1737119.875000 Penalty: 935.202087
	Iteration 53Q: 3 clusters Score -1737120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -1737133.250000 Penalty: 935.202087
	Iteration 54Q: 3 clusters Score -1737133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -1737138.875000 Penalty: 935.202087
	Iteration 55Q: 3 clusters Score -1737139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -1737152.250000 Penalty: 935.202087
	Iteration 56Q: 3 clusters Score -1737152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -1737157.375000 Penalty: 935.202087
	Iteration 57Q: 3 clusters Score -1737157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -1737168.750000 Penalty: 935.202087
	Iteration 58Q: 3 clusters Score -1737169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -1737171.625000 Penalty: 935.202087
	Iteration 59Q: 3 clusters Score -1737172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -1737177.000000 Penalty: 935.202087
	Iteration 60F: 3 clusters Score -1737177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -1737177.500000 Penalty: 935.202087
	Iteration 61Q: 3 clusters Score -1737178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -1737183.625000 Penalty: 935.202087
	Iteration 62Q: 3 clusters Score -1737184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -1737187.500000 Penalty: 935.202087
	Iteration 63Q: 3 clusters Score -1737188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -1737189.625000 Penalty: 935.202087
	Iteration 64Q: 3 clusters Score -1737190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -1737192.750000 Penalty: 935.202087
	Iteration 65Q: 3 clusters Score -1737193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -1737194.875000 Penalty: 935.202087
	Iteration 66Q: 3 clusters Score -1737195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -1737194.125000 Penalty: 935.202087
	Iteration 67Q: 3 clusters Score -1737194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -1737196.875000 Penalty: 935.202087
	Iteration 68Q: 3 clusters Score -1737197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -1737198.125000 Penalty: 935.202087
	Iteration 69Q: 3 clusters Score -1737198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -1737200.500000 Penalty: 935.202087
	Iteration 70Q: 3 clusters Score -1737200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -1737198.625000 Penalty: 935.202087
	Iteration 71Q: 3 clusters Score -1737199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -1737197.500000 Penalty: 935.202087
	Iteration 72Q: 3 clusters Score -1737198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -1737196.500000 Penalty: 935.202087
	Iteration 73Q: 3 clusters Score -1737196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -1737196.875000 Penalty: 935.202087
	Iteration 74Q: 3 clusters Score -1737197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -1737198.375000 Penalty: 935.202087
	Iteration 75Q: 3 clusters Score -1737198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -1737199.375000 Penalty: 935.202087
	Iteration 76Q: 3 clusters Score -1737199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -1737197.000000 Penalty: 935.202087
	Iteration 77Q: 3 clusters Score -1737197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -1737198.750000 Penalty: 935.202087
	Iteration 78Q: 3 clusters Score -1737199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -1737198.750000 Penalty: 935.202087
	Iteration 79Q: 3 clusters Score -1737199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -1737198.750000 Penalty: 935.202087
	Iteration 80F: 3 clusters Score -1737199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -26155.974609 Penalty: 282.855591
	Iteration 0F: 2 clusters Score -26155.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25667.843750 Penalty: 565.711182
	Iteration 0F: 3 clusters Score -25667.84 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25859.031250 Penalty: 565.711182
	Iteration 1F: 3 clusters Score -25859.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25918.326172 Penalty: 565.711182
	Iteration 2F: 3 clusters Score -25918.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25975.935547 Penalty: 565.711182
	Iteration 3F: 3 clusters Score -25975.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26065.449219 Penalty: 565.711182
	Iteration 4Q: 3 clusters Score -26065.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26103.939453 Penalty: 565.711182
	Iteration 5F: 3 clusters Score -26103.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26118.503906 Penalty: 565.711182
	Iteration 6Q: 3 clusters Score -26118.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26126.353516 Penalty: 565.711182
	Iteration 7Q: 3 clusters Score -26126.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26131.000000 Penalty: 565.711182
	Iteration 8Q: 3 clusters Score -26131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26135.957031 Penalty: 565.711182
	Iteration 9Q: 3 clusters Score -26135.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26143.326172 Penalty: 565.711182
	Iteration 10Q: 3 clusters Score -26143.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26150.712891 Penalty: 565.711182
	Iteration 11Q: 3 clusters Score -26150.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26161.611328 Penalty: 565.711182
	Iteration 12Q: 3 clusters Score -26161.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26163.160156 Penalty: 565.711182
	Iteration 13Q: 3 clusters Score -26163.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26163.160156 Penalty: 565.711182
	Iteration 14F: 3 clusters Score -26163.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 933 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 2761 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 564 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 615 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 65 members 
Mstep: Class 61 contains 177 members 
Entering Unmasked Estep 
Score: -14018686.000000 Penalty: 34299.687500
Splitting cluster 35 changes total score from -13994318.000000 to -14018686.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 36 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -139470.781250 Penalty: 360.512360
	Iteration 0F: 2 clusters Score -139470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -137591.015625 Penalty: 721.024719
	Iteration 0F: 3 clusters Score -137591 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -139054.062500 Penalty: 721.024719
	Iteration 1F: 3 clusters Score -139054.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -140256.390625 Penalty: 721.024719
	Iteration 2F: 3 clusters Score -140256.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -141579.000000 Penalty: 721.024719
	Iteration 3F: 3 clusters Score -141579 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -142388.125000 Penalty: 721.024719
	Iteration 4F: 3 clusters Score -142388.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -143361.093750 Penalty: 721.024719
	Iteration 5F: 3 clusters Score -143361.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -144384.843750 Penalty: 721.024719
	Iteration 6Q: 3 clusters Score -144384.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -144710.265625 Penalty: 721.024719
	Iteration 7Q: 3 clusters Score -144710.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -144853.031250 Penalty: 721.024719
	Iteration 8Q: 3 clusters Score -144853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -144912.625000 Penalty: 721.024719
	Iteration 9Q: 3 clusters Score -144912.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -144942.312500 Penalty: 721.024719
	Iteration 10Q: 3 clusters Score -144942.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -144972.359375 Penalty: 721.024719
	Iteration 11Q: 3 clusters Score -144972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -144988.718750 Penalty: 721.024719
	Iteration 12Q: 3 clusters Score -144988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -144992.578125 Penalty: 721.024719
	Iteration 13Q: 3 clusters Score -144992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -144993.734375 Penalty: 721.024719
	Iteration 14Q: 3 clusters Score -144993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -144999.765625 Penalty: 721.024719
	Iteration 15Q: 3 clusters Score -144999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -145000.546875 Penalty: 721.024719
	Iteration 16Q: 3 clusters Score -145000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -145000.546875 Penalty: 721.024719
	Iteration 17F: 3 clusters Score -145000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 933 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 1344 members 
Mstep: Class 37 contains 607 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 564 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 615 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 65 members 
Mstep: Class 61 contains 177 members 
Mstep: Class 62 contains 1417 members 
Entering Unmasked Estep 
Score: -14024029.000000 Penalty: 34861.976562
Splitting cluster 36 changes total score from -13994318.000000 to -14024029.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 37 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -19053.183594 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -19053.18 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 296 members 
Entering Unmasked Estep 
Score: -18532.705078 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -18532.71 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19000.865234 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -19000.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19066.878906 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -19066.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19118.576172 Penalty: 583.176147
	Iteration 3Q: 3 clusters Score -19118.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19157.748047 Penalty: 583.176147
	Iteration 4Q: 3 clusters Score -19157.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19178.757812 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -19178.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19183.863281 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -19183.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19186.214844 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -19186.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19187.453125 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -19187.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19189.037109 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -19189.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19189.353516 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -19189.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19189.353516 Penalty: 583.176147
	Iteration 11F: 3 clusters Score -19189.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 933 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 1344 members 
Mstep: Class 37 contains 466 members 
Mstep: Class 38 contains 95016 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 1009 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 91 members 
Mstep: Class 44 contains 264 members 
Mstep: Class 45 contains 299 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 620 members 
Mstep: Class 48 contains 227 members 
Mstep: Class 49 contains 158 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 896 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 576 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 564 members 
Mstep: Class 57 contains 1349 members 
Mstep: Class 58 contains 615 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 65 members 
Mstep: Class 61 contains 177 members 
Mstep: Class 62 contains 1417 members 
Mstep: Class 63 contains 141 members 
Entering Unmasked Estep 
Score: -14023896.000000 Penalty: 35424.265625
Splitting cluster 37 changes total score from -13994318.000000 to -14023896.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 38 (95016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Entering Unmasked Estep 
Score: -5926987.000000 Penalty: 521.511902
	Iteration 0F: 2 clusters Score -5926987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -5864278.500000 Penalty: 1043.023804
	Iteration 0F: 3 clusters Score -5864278 nChanged 46482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -5895378.500000 Penalty: 1043.023804
	Iteration 1F: 3 clusters Score -5895378 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -5899464.000000 Penalty: 1043.023804
	Iteration 2F: 3 clusters Score -5899464 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -5905586.500000 Penalty: 1043.023804
	Iteration 3F: 3 clusters Score -5905586 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -5911536.500000 Penalty: 1043.023804
	Iteration 4F: 3 clusters Score -5911536 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -5915836.000000 Penalty: 1043.023804
	Iteration 5F: 3 clusters Score -5915836 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -5918380.500000 Penalty: 1043.023804
	Iteration 6Q: 3 clusters Score -5918380 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -5919983.000000 Penalty: 1043.023804
	Iteration 7Q: 3 clusters Score -5919983 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
Score: -5921126.500000 Penalty: 1043.023804
	Iteration 8Q: 3 clusters Score -5921126 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -5921992.500000 Penalty: 1043.023804
	Iteration 9Q: 3 clusters Score -5921992 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -5922736.000000 Penalty: 1043.023804
	Iteration 10Q: 3 clusters Score -5922736 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 87956 members 
Entering Unmasked Estep 
Score: -5923291.000000 Penalty: 1043.023804
	Iteration 11Q: 3 clusters Score -5923291 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -5923785.000000 Penalty: 1043.023804
	Iteration 12Q: 3 clusters Score -5923785 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -5924299.000000 Penalty: 1043.023804
	Iteration 13Q: 3 clusters Score -5924299 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -5924693.500000 Penalty: 1043.023804
	Iteration 14Q: 3 clusters Score -5924694 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -5925006.500000 Penalty: 1043.023804
	Iteration 15Q: 3 clusters Score -5925006 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -5925303.500000 Penalty: 1043.023804
	Iteration 16Q: 3 clusters Score -5925304 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -5925509.500000 Penalty: 1043.023804
	Iteration 17Q: 3 clusters Score -5925510 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -5925713.000000 Penalty: 1043.023804
	Iteration 18Q: 3 clusters Score -5925713 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -5925852.500000 Penalty: 1043.023804
	Iteration 19Q: 3 clusters Score -5925852 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -5925976.000000 Penalty: 1043.023804
	Iteration 20F: 3 clusters Score -5925976 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -5926080.500000 Penalty: 1043.023804
	Iteration 21Q: 3 clusters Score -5926080 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -5926164.500000 Penalty: 1043.023804
	Iteration 22Q: 3 clusters Score -5926164 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -5926272.500000 Penalty: 1043.023804
	Iteration 23Q: 3 clusters Score -5926272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 94166 members 
Entering Unmasked Estep 
Score: -5926329.000000 Penalty: 1043.023804
	Iteration 24Q: 3 clusters Score -5926329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 94255 members 
Entering Unmasked Estep 
Score: -5926382.500000 Penalty: 1043.023804
	Iteration 25Q: 3 clusters Score -5926382 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -5926443.500000 Penalty: 1043.023804
	Iteration 26Q: 3 clusters Score -5926444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -5926476.500000 Penalty: 1043.023804
	Iteration 27Q: 3 clusters Score -5926476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -5926500.000000 Penalty: 1043.023804
	Iteration 28Q: 3 clusters Score -5926500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -5926543.000000 Penalty: 1043.023804
	Iteration 29Q: 3 clusters Score -5926543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 94530 members 
Entering Unmasked Estep 
Score: -5926571.000000 Penalty: 1043.023804
	Iteration 30Q: 3 clusters Score -5926571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -5926580.500000 Penalty: 1043.023804
	Iteration 31Q: 3 clusters Score -5926580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -5926595.500000 Penalty: 1043.023804
	Iteration 32Q: 3 clusters Score -5926596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -5926596.000000 Penalty: 1043.023804
	Iteration 33Q: 3 clusters Score -5926596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 94603 members 
Entering Unmasked Estep 
Score: -5926596.500000 Penalty: 1043.023804
	Iteration 34Q: 3 clusters Score -5926596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -5926611.500000 Penalty: 1043.023804
	Iteration 35Q: 3 clusters Score -5926612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -5926616.000000 Penalty: 1043.023804
	Iteration 36Q: 3 clusters Score -5926616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -5926619.500000 Penalty: 1043.023804
	Iteration 37Q: 3 clusters Score -5926620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 94638 members 
Entering Unmasked Estep 
Score: -5926622.000000 Penalty: 1043.023804
	Iteration 38Q: 3 clusters Score -5926622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -5926628.500000 Penalty: 1043.023804
	Iteration 39Q: 3 clusters Score -5926628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -5926635.000000 Penalty: 1043.023804
	Iteration 40F: 3 clusters Score -5926635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -5926637.000000 Penalty: 1043.023804
	Iteration 41Q: 3 clusters Score -5926637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -5926637.500000 Penalty: 1043.023804
	Iteration 42Q: 3 clusters Score -5926638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -5926638.500000 Penalty: 1043.023804
	Iteration 43Q: 3 clusters Score -5926638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -5926633.500000 Penalty: 1043.023804
	Iteration 44Q: 3 clusters Score -5926634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -5926635.000000 Penalty: 1043.023804
	Iteration 45Q: 3 clusters Score -5926635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -5926629.500000 Penalty: 1043.023804
	Iteration 46Q: 3 clusters Score -5926630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -5926632.500000 Penalty: 1043.023804
	Iteration 47Q: 3 clusters Score -5926632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -5926638.500000 Penalty: 1043.023804
	Iteration 48Q: 3 clusters Score -5926638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -5926640.500000 Penalty: 1043.023804
	Iteration 49Q: 3 clusters Score -5926640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -5926640.500000 Penalty: 1043.023804
	Iteration 50Q: 3 clusters Score -5926640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -5926640.500000 Penalty: 1043.023804
	Iteration 51F: 3 clusters Score -5926640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 178 members 
Mstep: Class 10 contains 81 members 
Mstep: Class 11 contains 8290 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 37494 members 
Mstep: Class 23 contains 899 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 933 members 
Mstep: Class 31 contains 3881 members 
Mstep: Class 32 contains 457 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 29055 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 1344 members 
Mstep: Class 37 contains 466 members 
Mstep: Class 38 contains 95016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14026237.000000 Penalty: 35424.265625
Iteration 79Q: 64 clusters Score -1.402624e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 2137 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 78 members 
Mstep: Class 11 contains 8255 members 
Mstep: Class 12 contains 16730 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 49 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 2328 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 917 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 37479 members 
Mstep: Class 23 contains 881 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 427 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 446 members 
Mstep: Class 30 contains 960 members 
Mstep: Class 31 contains 3873 members 
Mstep: Class 32 contains 473 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28968 members 
Mstep: Class 35 contains 335 members 
Mstep: Class 36 contains 1339 members 
Mstep: Class 37 contains 470 members 
Mstep: Class 38 contains 95122 members 
Mstep: Class 39 contains 2485 members 
Mstep: Class 40 contains 1066 members 
Mstep: Class 41 contains 985 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 90 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 277 members 
Mstep: Class 46 contains 141 members 
Mstep: Class 47 contains 608 members 
Mstep: Class 48 contains 237 members 
Mstep: Class 49 contains 154 members 
Mstep: Class 50 contains 84 members 
Mstep: Class 51 contains 895 members 
Mstep: Class 52 contains 1098 members 
Mstep: Class 53 contains 546 members 
Mstep: Class 54 contains 612 members 
Mstep: Class 55 contains 292 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1319 members 
Mstep: Class 58 contains 635 members 
Mstep: Class 59 contains 1115 members 
Mstep: Class 60 contains 61 members 
Mstep: Class 61 contains 177 members 
Mstep: Class 62 contains 1379 members 
Mstep: Class 63 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14045189.000000 Penalty: 35424.265625
Iteration 80F: 64 clusters Score -1.404519e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1229 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1062 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 44 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 497 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 19 contains 291 members 
Mstep: Class 20 contains 898 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 37435 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 1761 members 
Mstep: Class 25 contains 427 members 
Mstep: Class 26 contains 475 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 465 members 
Mstep: Class 30 contains 938 members 
Mstep: Class 31 contains 3851 members 
Mstep: Class 32 contains 471 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28902 members 
Mstep: Class 35 contains 324 members 
Mstep: Class 36 contains 1335 members 
Mstep: Class 37 contains 474 members 
Mstep: Class 38 contains 95109 members 
Mstep: Class 39 contains 2493 members 
Mstep: Class 40 contains 1070 members 
Mstep: Class 41 contains 975 members 
Mstep: Class 42 contains 464 members 
Mstep: Class 43 contains 92 members 
Mstep: Class 44 contains 300 members 
Mstep: Class 45 contains 274 members 
Mstep: Class 46 contains 143 members 
Mstep: Class 47 contains 599 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 164 members 
Mstep: Class 50 contains 79 members 
Mstep: Class 51 contains 958 members 
Mstep: Class 52 contains 1108 members 
Mstep: Class 53 contains 544 members 
Mstep: Class 54 contains 638 members 
Mstep: Class 55 contains 308 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1311 members 
Mstep: Class 58 contains 651 members 
Mstep: Class 59 contains 1126 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 177 members 
Mstep: Class 62 contains 1425 members 
Mstep: Class 63 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14061489.000000 Penalty: 35424.265625
Iteration 81Q: 64 clusters Score -1.406149e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1167 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 1065 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 43 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 888 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 37381 members 
Mstep: Class 23 contains 831 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 425 members 
Mstep: Class 26 contains 472 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 485 members 
Mstep: Class 30 contains 927 members 
Mstep: Class 31 contains 3846 members 
Mstep: Class 32 contains 471 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28854 members 
Mstep: Class 35 contains 317 members 
Mstep: Class 36 contains 1334 members 
Mstep: Class 37 contains 526 members 
Mstep: Class 38 contains 95193 members 
Mstep: Class 39 contains 2503 members 
Mstep: Class 40 contains 1072 members 
Mstep: Class 41 contains 967 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 95 members 
Mstep: Class 44 contains 316 members 
Mstep: Class 45 contains 270 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 583 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 70 members 
Mstep: Class 51 contains 962 members 
Mstep: Class 52 contains 1112 members 
Mstep: Class 53 contains 531 members 
Mstep: Class 54 contains 651 members 
Mstep: Class 55 contains 325 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1301 members 
Mstep: Class 58 contains 661 members 
Mstep: Class 59 contains 1133 members 
Mstep: Class 60 contains 55 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 1428 members 
Mstep: Class 63 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14062913.000000 Penalty: 35424.265625
Iteration 82Q: 64 clusters Score -1.406291e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1040 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1069 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 191 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 16578 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 42 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 18 contains 2317 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 37327 members 
Mstep: Class 23 contains 810 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 424 members 
Mstep: Class 26 contains 473 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 495 members 
Mstep: Class 30 contains 922 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28819 members 
Mstep: Class 35 contains 314 members 
Mstep: Class 36 contains 1337 members 
Mstep: Class 37 contains 533 members 
Mstep: Class 38 contains 95284 members 
Mstep: Class 39 contains 2510 members 
Mstep: Class 40 contains 1077 members 
Mstep: Class 41 contains 957 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 96 members 
Mstep: Class 44 contains 332 members 
Mstep: Class 45 contains 267 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 575 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 167 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 957 members 
Mstep: Class 52 contains 1115 members 
Mstep: Class 53 contains 527 members 
Mstep: Class 54 contains 652 members 
Mstep: Class 55 contains 333 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1298 members 
Mstep: Class 58 contains 664 members 
Mstep: Class 59 contains 1137 members 
Mstep: Class 60 contains 53 members 
Mstep: Class 61 contains 177 members 
Mstep: Class 62 contains 1426 members 
Mstep: Class 63 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063517.000000 Penalty: 35424.265625
Iteration 83Q: 64 clusters Score -1.406352e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1174 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1039 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 16550 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 864 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 633 members 
Mstep: Class 22 contains 37269 members 
Mstep: Class 23 contains 805 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 425 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 505 members 
Mstep: Class 30 contains 925 members 
Mstep: Class 31 contains 3827 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28803 members 
Mstep: Class 35 contains 312 members 
Mstep: Class 36 contains 1341 members 
Mstep: Class 37 contains 535 members 
Mstep: Class 38 contains 95359 members 
Mstep: Class 39 contains 2516 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 947 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 336 members 
Mstep: Class 45 contains 267 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 566 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 167 members 
Mstep: Class 50 contains 69 members 
Mstep: Class 51 contains 957 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 525 members 
Mstep: Class 54 contains 653 members 
Mstep: Class 55 contains 341 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1289 members 
Mstep: Class 58 contains 669 members 
Mstep: Class 59 contains 1140 members 
Mstep: Class 60 contains 51 members 
Mstep: Class 61 contains 176 members 
Mstep: Class 62 contains 1422 members 
Mstep: Class 63 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063607.000000 Penalty: 35424.265625
Iteration 84Q: 64 clusters Score -1.406361e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1040 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 16536 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 631 members 
Mstep: Class 22 contains 37203 members 
Mstep: Class 23 contains 803 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 428 members 
Mstep: Class 26 contains 476 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 509 members 
Mstep: Class 30 contains 928 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28781 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1343 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95447 members 
Mstep: Class 39 contains 2520 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 939 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 268 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 556 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 168 members 
Mstep: Class 50 contains 70 members 
Mstep: Class 51 contains 957 members 
Mstep: Class 52 contains 1117 members 
Mstep: Class 53 contains 521 members 
Mstep: Class 54 contains 652 members 
Mstep: Class 55 contains 351 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1283 members 
Mstep: Class 58 contains 671 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 48 members 
Mstep: Class 61 contains 174 members 
Mstep: Class 62 contains 1421 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063677.000000 Penalty: 35424.265625
Iteration 85Q: 64 clusters Score -1.406368e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 16523 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 901 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 37153 members 
Mstep: Class 23 contains 799 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 514 members 
Mstep: Class 30 contains 925 members 
Mstep: Class 31 contains 3820 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28765 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 540 members 
Mstep: Class 38 contains 95518 members 
Mstep: Class 39 contains 2530 members 
Mstep: Class 40 contains 1092 members 
Mstep: Class 41 contains 936 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 337 members 
Mstep: Class 45 contains 273 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 548 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 73 members 
Mstep: Class 51 contains 956 members 
Mstep: Class 52 contains 1115 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 647 members 
Mstep: Class 55 contains 357 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1275 members 
Mstep: Class 58 contains 671 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 47 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063707.000000 Penalty: 35424.265625
Iteration 86Q: 64 clusters Score -1.406371e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1074 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 16509 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 630 members 
Mstep: Class 22 contains 37108 members 
Mstep: Class 23 contains 793 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 518 members 
Mstep: Class 30 contains 923 members 
Mstep: Class 31 contains 3818 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28749 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95578 members 
Mstep: Class 39 contains 2530 members 
Mstep: Class 40 contains 1094 members 
Mstep: Class 41 contains 934 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 338 members 
Mstep: Class 45 contains 274 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 546 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 175 members 
Mstep: Class 50 contains 73 members 
Mstep: Class 51 contains 955 members 
Mstep: Class 52 contains 1116 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 646 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1270 members 
Mstep: Class 58 contains 673 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 46 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063711.000000 Penalty: 35424.265625
Iteration 87Q: 64 clusters Score -1.406371e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1075 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16493 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 629 members 
Mstep: Class 22 contains 37062 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 524 members 
Mstep: Class 30 contains 920 members 
Mstep: Class 31 contains 3821 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28735 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 538 members 
Mstep: Class 38 contains 95634 members 
Mstep: Class 39 contains 2532 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 933 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 340 members 
Mstep: Class 45 contains 273 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 181 members 
Mstep: Class 50 contains 72 members 
Mstep: Class 51 contains 953 members 
Mstep: Class 52 contains 1116 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 644 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1265 members 
Mstep: Class 58 contains 675 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 44 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063765.000000 Penalty: 35424.265625
Iteration 88Q: 64 clusters Score -1.406376e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1076 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 8044 members 
Mstep: Class 12 contains 16477 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 921 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 627 members 
Mstep: Class 22 contains 37021 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 435 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 527 members 
Mstep: Class 30 contains 917 members 
Mstep: Class 31 contains 3825 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28730 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 538 members 
Mstep: Class 38 contains 95677 members 
Mstep: Class 39 contains 2534 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 932 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 188 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 640 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1263 members 
Mstep: Class 58 contains 677 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 42 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063804.000000 Penalty: 35424.265625
Iteration 89Q: 64 clusters Score -1.40638e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 36991 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 437 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 3831 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28728 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95708 members 
Mstep: Class 39 contains 2536 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 929 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 191 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 520 members 
Mstep: Class 54 contains 637 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1263 members 
Mstep: Class 58 contains 678 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 42 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063785.000000 Penalty: 35424.265625
Iteration 90Q: 64 clusters Score -1.406378e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1080 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 16471 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 36969 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 3832 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28720 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95743 members 
Mstep: Class 39 contains 2537 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 925 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 271 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 193 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 520 members 
Mstep: Class 54 contains 633 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1262 members 
Mstep: Class 58 contains 678 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 42 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063802.000000 Penalty: 35424.265625
Iteration 91Q: 64 clusters Score -1.40638e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1083 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 16471 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 36946 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 443 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 917 members 
Mstep: Class 31 contains 3834 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28714 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95772 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 920 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 272 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 195 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 520 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1261 members 
Mstep: Class 58 contains 678 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 42 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063810.000000 Penalty: 35424.265625
Iteration 92Q: 64 clusters Score -1.406381e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1087 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 8000 members 
Mstep: Class 12 contains 16471 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 36922 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 528 members 
Mstep: Class 30 contains 917 members 
Mstep: Class 31 contains 3835 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28711 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95802 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 914 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 273 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 195 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 520 members 
Mstep: Class 54 contains 629 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1260 members 
Mstep: Class 58 contains 678 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 42 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063844.000000 Penalty: 35424.265625
Iteration 93Q: 64 clusters Score -1.406384e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 7991 members 
Mstep: Class 12 contains 16471 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 36902 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1751 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 529 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 3838 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28711 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95824 members 
Mstep: Class 39 contains 2544 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 906 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 274 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 198 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 520 members 
Mstep: Class 54 contains 626 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1260 members 
Mstep: Class 58 contains 679 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 42 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063866.000000 Penalty: 35424.265625
Iteration 94Q: 64 clusters Score -1.406387e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1102 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 16471 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 36884 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 3840 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28712 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95847 members 
Mstep: Class 39 contains 2546 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 894 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 276 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 204 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 621 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1259 members 
Mstep: Class 58 contains 679 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 41 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063888.000000 Penalty: 35424.265625
Iteration 95Q: 64 clusters Score -1.406389e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1109 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 16471 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 36873 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 461 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 913 members 
Mstep: Class 31 contains 3840 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28704 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95864 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 885 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 276 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 208 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 616 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1260 members 
Mstep: Class 58 contains 679 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063922.000000 Penalty: 35424.265625
Iteration 96Q: 64 clusters Score -1.406392e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 1114 members 
Mstep: Class 5 contains 290 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 16472 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 18 contains 2310 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 36860 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 464 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 3840 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28700 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95879 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 878 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 215 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 518 members 
Mstep: Class 54 contains 613 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1260 members 
Mstep: Class 58 contains 680 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063969.000000 Penalty: 35424.265625
Iteration 97Q: 64 clusters Score -1.406397e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 1119 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 7954 members 
Mstep: Class 12 contains 16472 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 36847 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 471 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 3839 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28696 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95895 members 
Mstep: Class 39 contains 2550 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 872 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 278 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 223 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 604 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1261 members 
Mstep: Class 58 contains 681 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063973.000000 Penalty: 35424.265625
Iteration 98Q: 64 clusters Score -1.406397e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1122 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 7947 members 
Mstep: Class 12 contains 16472 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 36835 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1754 members 
Mstep: Class 25 contains 473 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 532 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 3841 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28695 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95907 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 867 members 
Mstep: Class 42 contains 467 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 280 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 225 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 520 members 
Mstep: Class 54 contains 600 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1260 members 
Mstep: Class 58 contains 683 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14063976.000000 Penalty: 35424.265625
Iteration 99Q: 64 clusters Score -1.406398e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1124 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 86 members 
Mstep: Class 11 contains 7942 members 
Mstep: Class 12 contains 16472 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 36825 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 474 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 533 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 3844 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28694 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 95917 members 
Mstep: Class 39 contains 2554 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 862 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 280 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 545 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 228 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 521 members 
Mstep: Class 54 contains 599 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1260 members 
Mstep: Class 58 contains 683 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14064798.000000 Penalty: 35424.265625
Iteration 100F: 64 clusters Score -1.40648e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1132 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1129 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 493 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 89 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 16472 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 36819 members 
Mstep: Class 23 contains 788 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 474 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 3845 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28692 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 535 members 
Mstep: Class 38 contains 95924 members 
Mstep: Class 39 contains 2558 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 858 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 281 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 542 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 234 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 518 members 
Mstep: Class 54 contains 599 members 
Mstep: Class 55 contains 365 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1260 members 
Mstep: Class 58 contains 683 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065041.000000 Penalty: 35424.265625
Iteration 101Q: 64 clusters Score -1.406504e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7927 members 
Mstep: Class 12 contains 16472 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 36815 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 476 members 
Mstep: Class 26 contains 477 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 3846 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28690 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 531 members 
Mstep: Class 38 contains 95930 members 
Mstep: Class 39 contains 2559 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 851 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 282 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 537 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 236 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 598 members 
Mstep: Class 55 contains 370 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 683 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065073.000000 Penalty: 35424.265625
Iteration 102Q: 64 clusters Score -1.406507e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 36809 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 1758 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 908 members 
Mstep: Class 31 contains 3847 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28693 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 530 members 
Mstep: Class 38 contains 95935 members 
Mstep: Class 39 contains 2560 members 
Mstep: Class 40 contains 1097 members 
Mstep: Class 41 contains 840 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 533 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 236 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 595 members 
Mstep: Class 55 contains 374 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 685 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065113.000000 Penalty: 35424.265625
Iteration 103Q: 64 clusters Score -1.406511e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 36805 members 
Mstep: Class 23 contains 774 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 906 members 
Mstep: Class 31 contains 3846 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28692 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 530 members 
Mstep: Class 38 contains 95938 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1099 members 
Mstep: Class 41 contains 828 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 528 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 594 members 
Mstep: Class 55 contains 379 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 685 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065127.000000 Penalty: 35424.265625
Iteration 104Q: 64 clusters Score -1.406513e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7910 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 36804 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 1764 members 
Mstep: Class 25 contains 484 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 905 members 
Mstep: Class 31 contains 3846 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28691 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 530 members 
Mstep: Class 38 contains 95939 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1100 members 
Mstep: Class 41 contains 817 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 593 members 
Mstep: Class 55 contains 384 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 685 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065181.000000 Penalty: 35424.265625
Iteration 105Q: 64 clusters Score -1.406518e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1079 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 40 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 36804 members 
Mstep: Class 23 contains 764 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 489 members 
Mstep: Class 26 contains 478 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 900 members 
Mstep: Class 31 contains 3844 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28690 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95941 members 
Mstep: Class 39 contains 2564 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 812 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 515 members 
Mstep: Class 54 contains 587 members 
Mstep: Class 55 contains 389 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 687 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065187.000000 Penalty: 35424.265625
Iteration 106Q: 64 clusters Score -1.406519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1079 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1177 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7908 members 
Mstep: Class 12 contains 16470 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 40 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36803 members 
Mstep: Class 23 contains 762 members 
Mstep: Class 24 contains 1769 members 
Mstep: Class 25 contains 492 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 892 members 
Mstep: Class 31 contains 3843 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28688 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95943 members 
Mstep: Class 39 contains 2566 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 802 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 151 members 
Mstep: Class 47 contains 515 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 515 members 
Mstep: Class 54 contains 583 members 
Mstep: Class 55 contains 392 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 692 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065216.000000 Penalty: 35424.265625
Iteration 107Q: 64 clusters Score -1.406522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1081 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1182 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7910 members 
Mstep: Class 12 contains 16468 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 40 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36803 members 
Mstep: Class 23 contains 756 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 495 members 
Mstep: Class 26 contains 480 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 889 members 
Mstep: Class 31 contains 3843 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28686 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95945 members 
Mstep: Class 39 contains 2566 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 151 members 
Mstep: Class 47 contains 511 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 515 members 
Mstep: Class 54 contains 582 members 
Mstep: Class 55 contains 395 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 692 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065200.000000 Penalty: 35424.265625
Iteration 108Q: 64 clusters Score -1.40652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1082 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 332 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16466 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 40 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36803 members 
Mstep: Class 23 contains 755 members 
Mstep: Class 24 contains 1769 members 
Mstep: Class 25 contains 495 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 885 members 
Mstep: Class 31 contains 3844 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28684 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95947 members 
Mstep: Class 39 contains 2564 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 792 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 151 members 
Mstep: Class 47 contains 507 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 515 members 
Mstep: Class 54 contains 580 members 
Mstep: Class 55 contains 397 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 695 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065226.000000 Penalty: 35424.265625
Iteration 109Q: 64 clusters Score -1.406523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1085 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 40 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 36802 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 1768 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 885 members 
Mstep: Class 31 contains 3845 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28684 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95948 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 789 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 151 members 
Mstep: Class 47 contains 505 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 514 members 
Mstep: Class 54 contains 579 members 
Mstep: Class 55 contains 399 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065232.000000 Penalty: 35424.265625
Iteration 110Q: 64 clusters Score -1.406523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7911 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 39 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36802 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1769 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 885 members 
Mstep: Class 31 contains 3846 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28683 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95948 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 786 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 152 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 514 members 
Mstep: Class 54 contains 578 members 
Mstep: Class 55 contains 402 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065245.000000 Penalty: 35424.265625
Iteration 111Q: 64 clusters Score -1.406524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36801 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1768 members 
Mstep: Class 25 contains 494 members 
Mstep: Class 26 contains 490 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 883 members 
Mstep: Class 31 contains 3845 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28679 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95953 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 780 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 152 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 513 members 
Mstep: Class 54 contains 574 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065248.000000 Penalty: 35424.265625
Iteration 112Q: 64 clusters Score -1.406525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7911 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36799 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 881 members 
Mstep: Class 31 contains 3844 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28677 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95958 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 772 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 152 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 513 members 
Mstep: Class 54 contains 571 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065277.000000 Penalty: 35424.265625
Iteration 113Q: 64 clusters Score -1.406528e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7910 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36797 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 496 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 878 members 
Mstep: Class 31 contains 3843 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28676 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95962 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 767 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 152 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 512 members 
Mstep: Class 54 contains 572 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065286.000000 Penalty: 35424.265625
Iteration 114Q: 64 clusters Score -1.406529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1235 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36796 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1766 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 877 members 
Mstep: Class 31 contains 3839 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28676 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95966 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 152 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 514 members 
Mstep: Class 54 contains 571 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1257 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065304.000000 Penalty: 35424.265625
Iteration 115Q: 64 clusters Score -1.40653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7911 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36793 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 875 members 
Mstep: Class 31 contains 3836 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28674 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95972 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 745 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 515 members 
Mstep: Class 54 contains 571 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065356.000000 Penalty: 35424.265625
Iteration 116Q: 64 clusters Score -1.406536e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7913 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36791 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 872 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28673 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95975 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 736 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 571 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065359.000000 Penalty: 35424.265625
Iteration 117Q: 64 clusters Score -1.406536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1264 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36788 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28672 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95979 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 571 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14065381.000000 Penalty: 35424.265625
Iteration 118Q: 64 clusters Score -1.406538e+07 nChanged 15
Entering ConstructFrom: 
Score: -14065381.000000 Penalty: 35424.265625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -134195.656250 Penalty: 335.971527
	Iteration 0F: 2 clusters Score -134195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -133025.234375 Penalty: 671.943054
	Iteration 0F: 3 clusters Score -133025.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -133449.765625 Penalty: 671.943054
	Iteration 1F: 3 clusters Score -133449.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133522.390625 Penalty: 671.943054
	Iteration 2F: 3 clusters Score -133522.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133599.875000 Penalty: 671.943054
	Iteration 3F: 3 clusters Score -133599.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133669.500000 Penalty: 671.943054
	Iteration 4F: 3 clusters Score -133669.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133732.937500 Penalty: 671.943054
	Iteration 5F: 3 clusters Score -133732.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133797.187500 Penalty: 671.943054
	Iteration 6F: 3 clusters Score -133797.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -133871.968750 Penalty: 671.943054
	Iteration 7F: 3 clusters Score -133872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -133936.906250 Penalty: 671.943054
	Iteration 8Q: 3 clusters Score -133936.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -133973.187500 Penalty: 671.943054
	Iteration 9Q: 3 clusters Score -133973.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -133995.843750 Penalty: 671.943054
	Iteration 10Q: 3 clusters Score -133995.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -134001.953125 Penalty: 671.943054
	Iteration 11Q: 3 clusters Score -134002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -134009.890625 Penalty: 671.943054
	Iteration 12Q: 3 clusters Score -134009.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -134018.687500 Penalty: 671.943054
	Iteration 13Q: 3 clusters Score -134018.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -134021.546875 Penalty: 671.943054
	Iteration 14Q: 3 clusters Score -134021.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -134023.218750 Penalty: 671.943054
	Iteration 15Q: 3 clusters Score -134023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -134024.078125 Penalty: 671.943054
	Iteration 16Q: 3 clusters Score -134024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -134024.921875 Penalty: 671.943054
	Iteration 17Q: 3 clusters Score -134024.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -134024.921875 Penalty: 671.943054
	Iteration 18F: 3 clusters Score -134024.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -66734.570312 Penalty: 318.223969
	Iteration 0F: 2 clusters Score -66734.57 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 544 members 
Entering Unmasked Estep 
Score: -65878.382812 Penalty: 636.447937
	Iteration 0F: 3 clusters Score -65878.38 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -66338.460938 Penalty: 636.447937
	Iteration 1F: 3 clusters Score -66338.46 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66569.687500 Penalty: 636.447937
	Iteration 2F: 3 clusters Score -66569.69 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -66696.953125 Penalty: 636.447937
	Iteration 3F: 3 clusters Score -66696.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -66782.929688 Penalty: 636.447937
	Iteration 4F: 3 clusters Score -66782.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66852.289062 Penalty: 636.447937
	Iteration 5F: 3 clusters Score -66852.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -66922.804688 Penalty: 636.447937
	Iteration 6F: 3 clusters Score -66922.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -66973.039062 Penalty: 636.447937
	Iteration 7Q: 3 clusters Score -66973.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -67031.898438 Penalty: 636.447937
	Iteration 8Q: 3 clusters Score -67031.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -67120.960938 Penalty: 636.447937
	Iteration 9Q: 3 clusters Score -67120.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -67278.523438 Penalty: 636.447937
	Iteration 10Q: 3 clusters Score -67278.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -67409.351562 Penalty: 636.447937
	Iteration 11F: 3 clusters Score -67409.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -67454.796875 Penalty: 636.447937
	Iteration 12Q: 3 clusters Score -67454.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -67467.296875 Penalty: 636.447937
	Iteration 13Q: 3 clusters Score -67467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -67471.851562 Penalty: 636.447937
	Iteration 14Q: 3 clusters Score -67471.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -67474.515625 Penalty: 636.447937
	Iteration 15Q: 3 clusters Score -67474.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67475.968750 Penalty: 636.447937
	Iteration 16Q: 3 clusters Score -67475.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67476.203125 Penalty: 636.447937
	Iteration 17Q: 3 clusters Score -67476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -67476.273438 Penalty: 636.447937
	Iteration 18Q: 3 clusters Score -67476.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -67476.273438 Penalty: 636.447937
	Iteration 19F: 3 clusters Score -67476.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Entering Unmasked Estep 
Score: -14065846.000000 Penalty: 35986.554688
Splitting cluster 2 changes total score from -14065381.000000 to -14065846.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 3 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -147484.562500 Penalty: 355.149109
	Iteration 0F: 2 clusters Score -147484.6 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 1251 members 
Entering Unmasked Estep 
Score: -145745.000000 Penalty: 710.298218
	Iteration 0F: 3 clusters Score -145745 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -146339.921875 Penalty: 710.298218
	Iteration 1F: 3 clusters Score -146339.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -146429.625000 Penalty: 710.298218
	Iteration 2F: 3 clusters Score -146429.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -146531.312500 Penalty: 710.298218
	Iteration 3F: 3 clusters Score -146531.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -146619.796875 Penalty: 710.298218
	Iteration 4F: 3 clusters Score -146619.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -146680.187500 Penalty: 710.298218
	Iteration 5Q: 3 clusters Score -146680.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -146753.156250 Penalty: 710.298218
	Iteration 6Q: 3 clusters Score -146753.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -146826.984375 Penalty: 710.298218
	Iteration 7Q: 3 clusters Score -146827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -146888.890625 Penalty: 710.298218
	Iteration 8Q: 3 clusters Score -146888.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -146944.218750 Penalty: 710.298218
	Iteration 9Q: 3 clusters Score -146944.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -146981.718750 Penalty: 710.298218
	Iteration 10Q: 3 clusters Score -146981.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -147011.531250 Penalty: 710.298218
	Iteration 11Q: 3 clusters Score -147011.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -147041.453125 Penalty: 710.298218
	Iteration 12Q: 3 clusters Score -147041.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -147073.781250 Penalty: 710.298218
	Iteration 13Q: 3 clusters Score -147073.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -147105.000000 Penalty: 710.298218
	Iteration 14Q: 3 clusters Score -147105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -147130.578125 Penalty: 710.298218
	Iteration 15Q: 3 clusters Score -147130.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -147144.562500 Penalty: 710.298218
	Iteration 16Q: 3 clusters Score -147144.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -147161.437500 Penalty: 710.298218
	Iteration 17Q: 3 clusters Score -147161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -147167.890625 Penalty: 710.298218
	Iteration 18Q: 3 clusters Score -147167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -147170.328125 Penalty: 710.298218
	Iteration 19Q: 3 clusters Score -147170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -147172.031250 Penalty: 710.298218
	Iteration 20F: 3 clusters Score -147172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -147173.937500 Penalty: 710.298218
	Iteration 21Q: 3 clusters Score -147173.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -147173.937500 Penalty: 710.298218
	Iteration 22F: 3 clusters Score -147173.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -85961.070312 Penalty: 325.178131
	Iteration 0F: 2 clusters Score -85961.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -85007.593750 Penalty: 650.356262
	Iteration 0F: 3 clusters Score -85007.59 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85374.562500 Penalty: 650.356262
	Iteration 1F: 3 clusters Score -85374.56 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -85524.523438 Penalty: 650.356262
	Iteration 2F: 3 clusters Score -85524.52 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -85720.382812 Penalty: 650.356262
	Iteration 3F: 3 clusters Score -85720.38 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85935.039062 Penalty: 650.356262
	Iteration 4F: 3 clusters Score -85935.04 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -86237.914062 Penalty: 650.356262
	Iteration 5F: 3 clusters Score -86237.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -86591.328125 Penalty: 650.356262
	Iteration 6F: 3 clusters Score -86591.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -86755.781250 Penalty: 650.356262
	Iteration 7Q: 3 clusters Score -86755.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -86790.218750 Penalty: 650.356262
	Iteration 8Q: 3 clusters Score -86790.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -86803.796875 Penalty: 650.356262
	Iteration 9Q: 3 clusters Score -86803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -86809.343750 Penalty: 650.356262
	Iteration 10Q: 3 clusters Score -86809.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -86814.945312 Penalty: 650.356262
	Iteration 11Q: 3 clusters Score -86814.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -86818.445312 Penalty: 650.356262
	Iteration 12Q: 3 clusters Score -86818.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -86819.218750 Penalty: 650.356262
	Iteration 13Q: 3 clusters Score -86819.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -86820.375000 Penalty: 650.356262
	Iteration 14Q: 3 clusters Score -86820.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -86822.367188 Penalty: 650.356262
	Iteration 15Q: 3 clusters Score -86822.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -86823.492188 Penalty: 650.356262
	Iteration 16Q: 3 clusters Score -86823.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -86826.757812 Penalty: 650.356262
	Iteration 17Q: 3 clusters Score -86826.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -86829.039062 Penalty: 650.356262
	Iteration 18Q: 3 clusters Score -86829.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -86831.093750 Penalty: 650.356262
	Iteration 19Q: 3 clusters Score -86831.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -86832.437500 Penalty: 650.356262
	Iteration 20F: 3 clusters Score -86832.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -86835.242188 Penalty: 650.356262
	Iteration 21Q: 3 clusters Score -86835.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -86838.414062 Penalty: 650.356262
	Iteration 22Q: 3 clusters Score -86838.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -86841.937500 Penalty: 650.356262
	Iteration 23Q: 3 clusters Score -86841.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86844.164062 Penalty: 650.356262
	Iteration 24Q: 3 clusters Score -86844.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -86848.312500 Penalty: 650.356262
	Iteration 25Q: 3 clusters Score -86848.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -86850.421875 Penalty: 650.356262
	Iteration 26Q: 3 clusters Score -86850.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -86850.523438 Penalty: 650.356262
	Iteration 27Q: 3 clusters Score -86850.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -86850.898438 Penalty: 650.356262
	Iteration 28Q: 3 clusters Score -86850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -86851.023438 Penalty: 650.356262
	Iteration 29Q: 3 clusters Score -86851.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -86851.023438 Penalty: 650.356262
	Iteration 30F: 3 clusters Score -86851.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 189 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Entering Unmasked Estep 
Score: -14066501.000000 Penalty: 36548.847656
Splitting cluster 4 changes total score from -14065381.000000 to -14066501.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 5 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -13943.416016 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -13943.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13627.515625 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -13627.52 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13749.964844 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -13749.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13792.715820 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -13792.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13815.797852 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -13815.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13840.884766 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -13840.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13855.957031 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -13855.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13865.228516 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -13865.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13870.347656 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -13870.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13870.799805 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -13870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13871.387695 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -13871.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13872.476562 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -13872.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13873.176758 Penalty: 514.376526
	Iteration 11Q: 3 clusters Score -13873.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13873.176758 Penalty: 514.376526
	Iteration 12F: 3 clusters Score -13873.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -19452.591797 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -19452.59 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 178 members 
Entering Unmasked Estep 
Score: -19082.472656 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -19082.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19202.416016 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -19202.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19243.867188 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -19243.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19278.181641 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -19278.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19286.437500 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -19286.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19297.281250 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -19297.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19305.880859 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -19305.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19311.937500 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -19311.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19314.101562 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -19314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19315.310547 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -19315.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19319.273438 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -19319.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19324.771484 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -19324.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19332.687500 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -19332.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19336.023438 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -19336.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19338.503906 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -19338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19339.082031 Penalty: 524.632385
	Iteration 15Q: 3 clusters Score -19339.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19339.453125 Penalty: 524.632385
	Iteration 16Q: 3 clusters Score -19339.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19339.849609 Penalty: 524.632385
	Iteration 17Q: 3 clusters Score -19339.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19339.849609 Penalty: 524.632385
	Iteration 18F: 3 clusters Score -19339.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -21104.992188 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -21104.99 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 162 members 
Entering Unmasked Estep 
Score: -20731.955078 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -20731.96 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20866.398438 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -20866.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20905.291016 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -20905.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20923.917969 Penalty: 527.717468
	Iteration 3Q: 3 clusters Score -20923.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20934.970703 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -20934.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20943.337891 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -20943.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20949.931641 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -20949.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20965.648438 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -20965.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20975.472656 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -20975.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20981.107422 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -20981.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20984.863281 Penalty: 527.717468
	Iteration 10Q: 3 clusters Score -20984.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20987.890625 Penalty: 527.717468
	Iteration 11Q: 3 clusters Score -20987.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20989.125000 Penalty: 527.717468
	Iteration 12Q: 3 clusters Score -20989.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20990.324219 Penalty: 527.717468
	Iteration 13Q: 3 clusters Score -20990.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20990.324219 Penalty: 527.717468
	Iteration 14F: 3 clusters Score -20990.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -29928.181641 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -29928.18 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 244 members 
Entering Unmasked Estep 
Score: -29440.505859 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -29440.51 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29540.505859 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -29540.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29566.662109 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -29566.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29582.267578 Penalty: 564.430725
	Iteration 3Q: 3 clusters Score -29582.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29590.978516 Penalty: 564.430725
	Iteration 4Q: 3 clusters Score -29590.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29598.871094 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -29598.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29601.134766 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -29601.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29601.890625 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -29601.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29603.421875 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -29603.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29605.332031 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -29605.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29606.175781 Penalty: 564.430725
	Iteration 10Q: 3 clusters Score -29606.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29606.873047 Penalty: 564.430725
	Iteration 11Q: 3 clusters Score -29606.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29606.996094 Penalty: 564.430725
	Iteration 12Q: 3 clusters Score -29607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29606.996094 Penalty: 564.430725
	Iteration 13F: 3 clusters Score -29607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -5425.915527 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -5425.916 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 91 members 
Entering Unmasked Estep 
Score: -5213.039062 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -5213.039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5398.502441 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -5398.502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5461.258301 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -5461.258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5486.253906 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -5486.254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5497.627930 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -5497.628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5503.376953 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -5503.377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5531.849609 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -5531.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5581.357422 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -5581.357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5604.434082 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -5604.434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5606.385254 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -5606.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5608.888184 Penalty: 476.998962
	Iteration 10F: 3 clusters Score -5608.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5648.899902 Penalty: 476.998962
	Iteration 11Q: 3 clusters Score -5648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5690.371094 Penalty: 476.998962
	Iteration 12Q: 3 clusters Score -5690.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5691.616699 Penalty: 476.998962
	Iteration 13Q: 3 clusters Score -5691.617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5694.715332 Penalty: 476.998962
	Iteration 14Q: 3 clusters Score -5694.715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5695.562012 Penalty: 476.998962
	Iteration 15Q: 3 clusters Score -5695.562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5696.765137 Penalty: 476.998962
	Iteration 16Q: 3 clusters Score -5696.765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5697.187012 Penalty: 476.998962
	Iteration 17Q: 3 clusters Score -5697.187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5698.203613 Penalty: 476.998962
	Iteration 18Q: 3 clusters Score -5698.204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5700.886230 Penalty: 476.998962
	Iteration 19Q: 3 clusters Score -5700.886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5708.697754 Penalty: 476.998962
	Iteration 20F: 3 clusters Score -5708.698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5713.908203 Penalty: 476.998962
	Iteration 21Q: 3 clusters Score -5713.908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5759.564941 Penalty: 476.998962
	Iteration 22Q: 3 clusters Score -5759.565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5796.219238 Penalty: 476.998962
	Iteration 23Q: 3 clusters Score -5796.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5810.827637 Penalty: 476.998962
	Iteration 24Q: 3 clusters Score -5810.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5810.827637 Penalty: 476.998962
	Iteration 25F: 3 clusters Score -5810.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 496 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Entering Unmasked Estep 
Score: -14066565.000000 Penalty: 37111.136719
Splitting cluster 9 changes total score from -14065381.000000 to -14066565.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 10 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -3790.093018 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -3790.093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3609.270996 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -3609.271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3663.942871 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -3663.943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3669.537354 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -3669.537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3672.491455 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -3672.491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3673.112305 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -3673.112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3673.112305 Penalty: 407.437653
	Iteration 5F: 3 clusters Score -3673.112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -438234.250000 Penalty: 408.414185
	Iteration 0F: 2 clusters Score -438234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -433030.687500 Penalty: 816.828369
	Iteration 0F: 3 clusters Score -433030.7 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -435217.187500 Penalty: 816.828369
	Iteration 1F: 3 clusters Score -435217.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -435537.812500 Penalty: 816.828369
	Iteration 2F: 3 clusters Score -435537.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -435816.156250 Penalty: 816.828369
	Iteration 3F: 3 clusters Score -435816.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -436050.281250 Penalty: 816.828369
	Iteration 4F: 3 clusters Score -436050.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -436200.312500 Penalty: 816.828369
	Iteration 5Q: 3 clusters Score -436200.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -436314.781250 Penalty: 816.828369
	Iteration 6Q: 3 clusters Score -436314.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -436416.843750 Penalty: 816.828369
	Iteration 7Q: 3 clusters Score -436416.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -436517.968750 Penalty: 816.828369
	Iteration 8Q: 3 clusters Score -436518 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -436636.281250 Penalty: 816.828369
	Iteration 9Q: 3 clusters Score -436636.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -436779.625000 Penalty: 816.828369
	Iteration 10Q: 3 clusters Score -436779.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -436943.843750 Penalty: 816.828369
	Iteration 11Q: 3 clusters Score -436943.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -437112.937500 Penalty: 816.828369
	Iteration 12Q: 3 clusters Score -437112.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -437264.500000 Penalty: 816.828369
	Iteration 13Q: 3 clusters Score -437264.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -437392.187500 Penalty: 816.828369
	Iteration 14Q: 3 clusters Score -437392.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -437522.343750 Penalty: 816.828369
	Iteration 15Q: 3 clusters Score -437522.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -437635.562500 Penalty: 816.828369
	Iteration 16Q: 3 clusters Score -437635.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -437731.093750 Penalty: 816.828369
	Iteration 17Q: 3 clusters Score -437731.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -437791.906250 Penalty: 816.828369
	Iteration 18Q: 3 clusters Score -437791.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -437819.937500 Penalty: 816.828369
	Iteration 19Q: 3 clusters Score -437819.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -437846.812500 Penalty: 816.828369
	Iteration 20F: 3 clusters Score -437846.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -437866.000000 Penalty: 816.828369
	Iteration 21Q: 3 clusters Score -437866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -437885.875000 Penalty: 816.828369
	Iteration 22Q: 3 clusters Score -437885.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -437898.875000 Penalty: 816.828369
	Iteration 23Q: 3 clusters Score -437898.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -437905.062500 Penalty: 816.828369
	Iteration 24Q: 3 clusters Score -437905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -437909.281250 Penalty: 816.828369
	Iteration 25Q: 3 clusters Score -437909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -437914.125000 Penalty: 816.828369
	Iteration 26Q: 3 clusters Score -437914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -437922.281250 Penalty: 816.828369
	Iteration 27Q: 3 clusters Score -437922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -437925.406250 Penalty: 816.828369
	Iteration 28Q: 3 clusters Score -437925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -437930.812500 Penalty: 816.828369
	Iteration 29Q: 3 clusters Score -437930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -437935.281250 Penalty: 816.828369
	Iteration 30Q: 3 clusters Score -437935.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -437936.500000 Penalty: 816.828369
	Iteration 31Q: 3 clusters Score -437936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -437937.187500 Penalty: 816.828369
	Iteration 32Q: 3 clusters Score -437937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -437937.187500 Penalty: 816.828369
	Iteration 33F: 3 clusters Score -437937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Entering Unmasked Estep 
Score: -1394488.375000 Penalty: 441.756409
	Iteration 0F: 2 clusters Score -1394488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1385871.250000 Penalty: 883.512817
	Iteration 0F: 3 clusters Score -1385871 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1390443.500000 Penalty: 883.512817
	Iteration 1F: 3 clusters Score -1390444 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1390777.875000 Penalty: 883.512817
	Iteration 2F: 3 clusters Score -1390778 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1391264.750000 Penalty: 883.512817
	Iteration 3F: 3 clusters Score -1391265 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1391907.500000 Penalty: 883.512817
	Iteration 4F: 3 clusters Score -1391908 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1392717.375000 Penalty: 883.512817
	Iteration 5F: 3 clusters Score -1392717 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1393435.375000 Penalty: 883.512817
	Iteration 6F: 3 clusters Score -1393435 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1393748.375000 Penalty: 883.512817
	Iteration 7Q: 3 clusters Score -1393748 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1393811.625000 Penalty: 883.512817
	Iteration 8Q: 3 clusters Score -1393812 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1393819.250000 Penalty: 883.512817
	Iteration 9Q: 3 clusters Score -1393819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1393833.625000 Penalty: 883.512817
	Iteration 10Q: 3 clusters Score -1393834 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1393834.250000 Penalty: 883.512817
	Iteration 11Q: 3 clusters Score -1393834 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1393825.625000 Penalty: 883.512817
	Iteration 12Q: 3 clusters Score -1393826 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1393828.375000 Penalty: 883.512817
	Iteration 13Q: 3 clusters Score -1393828 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1393820.500000 Penalty: 883.512817
	Iteration 14Q: 3 clusters Score -1393820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1393808.750000 Penalty: 883.512817
	Iteration 15Q: 3 clusters Score -1393809 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1393784.000000 Penalty: 883.512817
	Iteration 16Q: 3 clusters Score -1393784 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1393774.500000 Penalty: 883.512817
	Iteration 17Q: 3 clusters Score -1393774 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1393764.625000 Penalty: 883.512817
	Iteration 18Q: 3 clusters Score -1393765 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1393737.625000 Penalty: 883.512817
	Iteration 19Q: 3 clusters Score -1393738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1393719.000000 Penalty: 883.512817
	Iteration 20F: 3 clusters Score -1393719 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1393705.875000 Penalty: 883.512817
	Iteration 21Q: 3 clusters Score -1393706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1393693.375000 Penalty: 883.512817
	Iteration 22Q: 3 clusters Score -1393693 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1393675.625000 Penalty: 883.512817
	Iteration 23Q: 3 clusters Score -1393676 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1393669.000000 Penalty: 883.512817
	Iteration 24Q: 3 clusters Score -1393669 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1393655.750000 Penalty: 883.512817
	Iteration 25Q: 3 clusters Score -1393656 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1393645.000000 Penalty: 883.512817
	Iteration 26Q: 3 clusters Score -1393645 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1393631.875000 Penalty: 883.512817
	Iteration 27Q: 3 clusters Score -1393632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1393624.125000 Penalty: 883.512817
	Iteration 28Q: 3 clusters Score -1393624 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1393618.250000 Penalty: 883.512817
	Iteration 29Q: 3 clusters Score -1393618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1393617.500000 Penalty: 883.512817
	Iteration 30Q: 3 clusters Score -1393618 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1393615.625000 Penalty: 883.512817
	Iteration 31Q: 3 clusters Score -1393616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1393620.875000 Penalty: 883.512817
	Iteration 32Q: 3 clusters Score -1393621 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1393615.625000 Penalty: 883.512817
	Iteration 33Q: 3 clusters Score -1393616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1393603.750000 Penalty: 883.512817
	Iteration 34Q: 3 clusters Score -1393604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1393599.125000 Penalty: 883.512817
	Iteration 35Q: 3 clusters Score -1393599 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1393604.250000 Penalty: 883.512817
	Iteration 36Q: 3 clusters Score -1393604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1393599.000000 Penalty: 883.512817
	Iteration 37Q: 3 clusters Score -1393599 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1393601.875000 Penalty: 883.512817
	Iteration 38Q: 3 clusters Score -1393602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1393608.250000 Penalty: 883.512817
	Iteration 39Q: 3 clusters Score -1393608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1393608.125000 Penalty: 883.512817
	Iteration 40F: 3 clusters Score -1393608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1393607.500000 Penalty: 883.512817
	Iteration 41Q: 3 clusters Score -1393608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1393604.000000 Penalty: 883.512817
	Iteration 42Q: 3 clusters Score -1393604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1393606.500000 Penalty: 883.512817
	Iteration 43Q: 3 clusters Score -1393606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1393610.000000 Penalty: 883.512817
	Iteration 44Q: 3 clusters Score -1393610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1393616.625000 Penalty: 883.512817
	Iteration 45Q: 3 clusters Score -1393617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1393616.625000 Penalty: 883.512817
	Iteration 46Q: 3 clusters Score -1393617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1393607.375000 Penalty: 883.512817
	Iteration 47Q: 3 clusters Score -1393607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1393602.750000 Penalty: 883.512817
	Iteration 48Q: 3 clusters Score -1393603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1393601.625000 Penalty: 883.512817
	Iteration 49Q: 3 clusters Score -1393602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1393607.125000 Penalty: 883.512817
	Iteration 50Q: 3 clusters Score -1393607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1393606.250000 Penalty: 883.512817
	Iteration 51Q: 3 clusters Score -1393606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1393606.250000 Penalty: 883.512817
	Iteration 52Q: 3 clusters Score -1393606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1393600.625000 Penalty: 883.512817
	Iteration 53Q: 3 clusters Score -1393601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1393605.125000 Penalty: 883.512817
	Iteration 54Q: 3 clusters Score -1393605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1393612.875000 Penalty: 883.512817
	Iteration 55Q: 3 clusters Score -1393613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1393614.125000 Penalty: 883.512817
	Iteration 56Q: 3 clusters Score -1393614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1393618.375000 Penalty: 883.512817
	Iteration 57Q: 3 clusters Score -1393618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1393614.875000 Penalty: 883.512817
	Iteration 58Q: 3 clusters Score -1393615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1393618.000000 Penalty: 883.512817
	Iteration 59Q: 3 clusters Score -1393618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1393622.125000 Penalty: 883.512817
	Iteration 60F: 3 clusters Score -1393622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1393623.250000 Penalty: 883.512817
	Iteration 61Q: 3 clusters Score -1393623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1393625.625000 Penalty: 883.512817
	Iteration 62Q: 3 clusters Score -1393626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1393628.500000 Penalty: 883.512817
	Iteration 63Q: 3 clusters Score -1393628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1393628.500000 Penalty: 883.512817
	Iteration 64Q: 3 clusters Score -1393628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1393634.875000 Penalty: 883.512817
	Iteration 65Q: 3 clusters Score -1393635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1393635.625000 Penalty: 883.512817
	Iteration 66Q: 3 clusters Score -1393636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1393642.000000 Penalty: 883.512817
	Iteration 67Q: 3 clusters Score -1393642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1393646.125000 Penalty: 883.512817
	Iteration 68Q: 3 clusters Score -1393646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1393649.250000 Penalty: 883.512817
	Iteration 69Q: 3 clusters Score -1393649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1393648.750000 Penalty: 883.512817
	Iteration 70Q: 3 clusters Score -1393649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1393647.750000 Penalty: 883.512817
	Iteration 71Q: 3 clusters Score -1393648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1393650.125000 Penalty: 883.512817
	Iteration 72Q: 3 clusters Score -1393650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1393656.250000 Penalty: 883.512817
	Iteration 73Q: 3 clusters Score -1393656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1393662.500000 Penalty: 883.512817
	Iteration 74Q: 3 clusters Score -1393662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1393667.500000 Penalty: 883.512817
	Iteration 75Q: 3 clusters Score -1393668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1393665.875000 Penalty: 883.512817
	Iteration 76Q: 3 clusters Score -1393666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1393667.125000 Penalty: 883.512817
	Iteration 77Q: 3 clusters Score -1393667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1393669.875000 Penalty: 883.512817
	Iteration 78Q: 3 clusters Score -1393670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1393673.000000 Penalty: 883.512817
	Iteration 79Q: 3 clusters Score -1393673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1393675.750000 Penalty: 883.512817
	Iteration 80F: 3 clusters Score -1393676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1393682.125000 Penalty: 883.512817
	Iteration 81Q: 3 clusters Score -1393682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1393679.750000 Penalty: 883.512817
	Iteration 82Q: 3 clusters Score -1393680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1393683.250000 Penalty: 883.512817
	Iteration 83Q: 3 clusters Score -1393683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1393682.750000 Penalty: 883.512817
	Iteration 84Q: 3 clusters Score -1393683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1393683.625000 Penalty: 883.512817
	Iteration 85Q: 3 clusters Score -1393684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1393680.375000 Penalty: 883.512817
	Iteration 86Q: 3 clusters Score -1393680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1393682.750000 Penalty: 883.512817
	Iteration 87Q: 3 clusters Score -1393683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1393684.500000 Penalty: 883.512817
	Iteration 88Q: 3 clusters Score -1393684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1393686.875000 Penalty: 883.512817
	Iteration 89Q: 3 clusters Score -1393687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1393691.375000 Penalty: 883.512817
	Iteration 90Q: 3 clusters Score -1393691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1393694.625000 Penalty: 883.512817
	Iteration 91Q: 3 clusters Score -1393695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1393696.750000 Penalty: 883.512817
	Iteration 92Q: 3 clusters Score -1393697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1393695.000000 Penalty: 883.512817
	Iteration 93Q: 3 clusters Score -1393695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1393694.500000 Penalty: 883.512817
	Iteration 94Q: 3 clusters Score -1393694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1393697.500000 Penalty: 883.512817
	Iteration 95Q: 3 clusters Score -1393698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1393695.750000 Penalty: 883.512817
	Iteration 96Q: 3 clusters Score -1393696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1393702.125000 Penalty: 883.512817
	Iteration 97Q: 3 clusters Score -1393702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1393701.625000 Penalty: 883.512817
	Iteration 98Q: 3 clusters Score -1393702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1393702.875000 Penalty: 883.512817
	Iteration 99Q: 3 clusters Score -1393703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1393700.750000 Penalty: 883.512817
	Iteration 100F: 3 clusters Score -1393701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1393701.000000 Penalty: 883.512817
	Iteration 101Q: 3 clusters Score -1393701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1393700.125000 Penalty: 883.512817
	Iteration 102Q: 3 clusters Score -1393700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1393699.375000 Penalty: 883.512817
	Iteration 103Q: 3 clusters Score -1393699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1393698.875000 Penalty: 883.512817
	Iteration 104Q: 3 clusters Score -1393699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1393698.875000 Penalty: 883.512817
	Iteration 105F: 3 clusters Score -1393699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -24347.890625 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -24347.89 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: -23966.306641 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -23966.31 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24067.701172 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -24067.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24090.292969 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -24090.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24102.126953 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -24102.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24114.474609 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -24114.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24121.240234 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -24121.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24132.095703 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -24132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24142.601562 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -24142.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24151.437500 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -24151.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24157.294922 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -24157.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24170.781250 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -24170.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24182.935547 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -24182.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24187.708984 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -24187.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24191.230469 Penalty: 530.967773
	Iteration 13Q: 3 clusters Score -24191.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24192.234375 Penalty: 530.967773
	Iteration 14Q: 3 clusters Score -24192.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24197.744141 Penalty: 530.967773
	Iteration 15Q: 3 clusters Score -24197.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24202.857422 Penalty: 530.967773
	Iteration 16Q: 3 clusters Score -24202.86 nChanged 1
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: -24203.722656 Penalty: 530.967773
	Iteration 17Q: 3 clusters Score -24203.72 nChanged 0
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: -24204.796875 Penalty: 530.967773
	Iteration 18F: 3 clusters Score -24204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24206.324219 Penalty: 530.967773
	Iteration 19Q: 3 clusters Score -24206.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24206.667969 Penalty: 530.967773
	Iteration 20F: 3 clusters Score -24206.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24207.531250 Penalty: 530.967773
	Iteration 21Q: 3 clusters Score -24207.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24207.531250 Penalty: 530.967773
	Iteration 22F: 3 clusters Score -24207.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1976.547974 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1976.548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1890.363037 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1890.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -1894.011963 Penalty: 331.020325
	Iteration 1F: 3 clusters Score -1894.012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -86965.062500 Penalty: 330.129395
	Iteration 0F: 2 clusters Score -86965.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -85890.789062 Penalty: 660.258789
	Iteration 0F: 3 clusters Score -85890.79 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -86191.976562 Penalty: 660.258789
	Iteration 1F: 3 clusters Score -86191.98 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -86271.406250 Penalty: 660.258789
	Iteration 2F: 3 clusters Score -86271.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -86325.164062 Penalty: 660.258789
	Iteration 3F: 3 clusters Score -86325.16 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86363.421875 Penalty: 660.258789
	Iteration 4Q: 3 clusters Score -86363.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86392.718750 Penalty: 660.258789
	Iteration 5Q: 3 clusters Score -86392.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86421.695312 Penalty: 660.258789
	Iteration 6Q: 3 clusters Score -86421.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86449.062500 Penalty: 660.258789
	Iteration 7Q: 3 clusters Score -86449.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86470.250000 Penalty: 660.258789
	Iteration 8Q: 3 clusters Score -86470.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86492.406250 Penalty: 660.258789
	Iteration 9Q: 3 clusters Score -86492.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -86512.734375 Penalty: 660.258789
	Iteration 10Q: 3 clusters Score -86512.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -86529.117188 Penalty: 660.258789
	Iteration 11Q: 3 clusters Score -86529.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86547.039062 Penalty: 660.258789
	Iteration 12Q: 3 clusters Score -86547.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -86567.507812 Penalty: 660.258789
	Iteration 13Q: 3 clusters Score -86567.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -86578.062500 Penalty: 660.258789
	Iteration 14Q: 3 clusters Score -86578.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -86587.015625 Penalty: 660.258789
	Iteration 15Q: 3 clusters Score -86587.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -86599.179688 Penalty: 660.258789
	Iteration 16Q: 3 clusters Score -86599.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -86609.625000 Penalty: 660.258789
	Iteration 17Q: 3 clusters Score -86609.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -86614.921875 Penalty: 660.258789
	Iteration 18Q: 3 clusters Score -86614.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -86622.000000 Penalty: 660.258789
	Iteration 19Q: 3 clusters Score -86622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -86625.695312 Penalty: 660.258789
	Iteration 20F: 3 clusters Score -86625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -86629.921875 Penalty: 660.258789
	Iteration 21Q: 3 clusters Score -86629.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -86639.812500 Penalty: 660.258789
	Iteration 22Q: 3 clusters Score -86639.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -86647.742188 Penalty: 660.258789
	Iteration 23Q: 3 clusters Score -86647.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -86654.562500 Penalty: 660.258789
	Iteration 24Q: 3 clusters Score -86654.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -86658.320312 Penalty: 660.258789
	Iteration 25Q: 3 clusters Score -86658.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -86659.140625 Penalty: 660.258789
	Iteration 26Q: 3 clusters Score -86659.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -86659.453125 Penalty: 660.258789
	Iteration 27Q: 3 clusters Score -86659.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -86659.453125 Penalty: 660.258789
	Iteration 28F: 3 clusters Score -86659.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -25516.765625 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -25516.77 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 245 members 
Entering Unmasked Estep 
Score: -25056.044922 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -25056.04 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25299.349609 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -25299.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25396.400391 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -25396.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25479.150391 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -25479.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25547.279297 Penalty: 564.798401
	Iteration 4F: 3 clusters Score -25547.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25602.857422 Penalty: 564.798401
	Iteration 5F: 3 clusters Score -25602.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25638.283203 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -25638.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25654.984375 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -25654.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25665.265625 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -25665.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25666.312500 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -25666.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25666.492188 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -25666.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25666.492188 Penalty: 564.798401
	Iteration 11F: 3 clusters Score -25666.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Entering Unmasked Estep 
Score: -14066409.000000 Penalty: 37673.425781
Splitting cluster 16 changes total score from -14065381.000000 to -14066409.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 17 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -51125.664062 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -51125.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -50372.621094 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -50372.62 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -50568.058594 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -50568.06 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -50623.273438 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -50623.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -50673.113281 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -50673.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50710.765625 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -50710.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -50734.527344 Penalty: 625.457886
	Iteration 5Q: 3 clusters Score -50734.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50753.582031 Penalty: 625.457886
	Iteration 6Q: 3 clusters Score -50753.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -50766.164062 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -50766.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50781.843750 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -50781.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50799.277344 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -50799.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50814.140625 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -50814.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50823.460938 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -50823.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50826.191406 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -50826.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -50829.964844 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -50829.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50835.804688 Penalty: 625.457886
	Iteration 14Q: 3 clusters Score -50835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50841.546875 Penalty: 625.457886
	Iteration 15Q: 3 clusters Score -50841.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50844.605469 Penalty: 625.457886
	Iteration 16Q: 3 clusters Score -50844.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -50846.074219 Penalty: 625.457886
	Iteration 17Q: 3 clusters Score -50846.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50846.816406 Penalty: 625.457886
	Iteration 18Q: 3 clusters Score -50846.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -50847.019531 Penalty: 625.457886
	Iteration 19Q: 3 clusters Score -50847.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -50848.121094 Penalty: 625.457886
	Iteration 20F: 3 clusters Score -50848.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50848.570312 Penalty: 625.457886
	Iteration 21Q: 3 clusters Score -50848.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50848.570312 Penalty: 625.457886
	Iteration 22F: 3 clusters Score -50848.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -131472.609375 Penalty: 352.239777
	Iteration 0F: 2 clusters Score -131472.6 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: -129799.796875 Penalty: 704.479553
	Iteration 0F: 3 clusters Score -129799.8 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -130428.718750 Penalty: 704.479553
	Iteration 1F: 3 clusters Score -130428.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -130554.843750 Penalty: 704.479553
	Iteration 2F: 3 clusters Score -130554.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -130683.046875 Penalty: 704.479553
	Iteration 3F: 3 clusters Score -130683 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -130823.914062 Penalty: 704.479553
	Iteration 4F: 3 clusters Score -130823.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -130943.835938 Penalty: 704.479553
	Iteration 5F: 3 clusters Score -130943.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -131064.046875 Penalty: 704.479553
	Iteration 6F: 3 clusters Score -131064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -131184.109375 Penalty: 704.479553
	Iteration 7F: 3 clusters Score -131184.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -131280.062500 Penalty: 704.479553
	Iteration 8Q: 3 clusters Score -131280.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -131343.734375 Penalty: 704.479553
	Iteration 9Q: 3 clusters Score -131343.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -131383.421875 Penalty: 704.479553
	Iteration 10Q: 3 clusters Score -131383.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -131407.921875 Penalty: 704.479553
	Iteration 11Q: 3 clusters Score -131407.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -131415.015625 Penalty: 704.479553
	Iteration 12Q: 3 clusters Score -131415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -131421.171875 Penalty: 704.479553
	Iteration 13Q: 3 clusters Score -131421.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -131426.703125 Penalty: 704.479553
	Iteration 14Q: 3 clusters Score -131426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -131429.484375 Penalty: 704.479553
	Iteration 15Q: 3 clusters Score -131429.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -131430.562500 Penalty: 704.479553
	Iteration 16Q: 3 clusters Score -131430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -131431.109375 Penalty: 704.479553
	Iteration 17Q: 3 clusters Score -131431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -131431.515625 Penalty: 704.479553
	Iteration 18Q: 3 clusters Score -131431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -131432.234375 Penalty: 704.479553
	Iteration 19Q: 3 clusters Score -131432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -131432.921875 Penalty: 704.479553
	Iteration 20F: 3 clusters Score -131432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -131433.625000 Penalty: 704.479553
	Iteration 21Q: 3 clusters Score -131433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -131433.765625 Penalty: 704.479553
	Iteration 22Q: 3 clusters Score -131433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -131433.765625 Penalty: 704.479553
	Iteration 23F: 3 clusters Score -131433.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -16299.081055 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -16299.08 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 156 members 
Entering Unmasked Estep 
Score: -15945.989258 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -15945.99 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16097.415039 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -16097.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16204.715820 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -16204.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16255.989258 Penalty: 518.740356
	Iteration 3F: 3 clusters Score -16255.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16284.053711 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -16284.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16305.443359 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -16305.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16319.639648 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -16319.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16329.264648 Penalty: 518.740356
	Iteration 7Q: 3 clusters Score -16329.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16341.464844 Penalty: 518.740356
	Iteration 8Q: 3 clusters Score -16341.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16346.382812 Penalty: 518.740356
	Iteration 9Q: 3 clusters Score -16346.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16352.748047 Penalty: 518.740356
	Iteration 10Q: 3 clusters Score -16352.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16356.900391 Penalty: 518.740356
	Iteration 11Q: 3 clusters Score -16356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16361.702148 Penalty: 518.740356
	Iteration 12Q: 3 clusters Score -16361.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16371.417969 Penalty: 518.740356
	Iteration 13Q: 3 clusters Score -16371.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16404.820312 Penalty: 518.740356
	Iteration 14Q: 3 clusters Score -16404.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16443.503906 Penalty: 518.740356
	Iteration 15Q: 3 clusters Score -16443.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16754.269531 Penalty: 518.740356
	Iteration 16Q: 3 clusters Score -16754.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16765.140625 Penalty: 518.740356
	Iteration 17Q: 3 clusters Score -16765.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16770.164062 Penalty: 518.740356
	Iteration 18Q: 3 clusters Score -16770.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16778.474609 Penalty: 518.740356
	Iteration 19Q: 3 clusters Score -16778.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16786.494141 Penalty: 518.740356
	Iteration 20F: 3 clusters Score -16786.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16796.742188 Penalty: 518.740356
	Iteration 21Q: 3 clusters Score -16796.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16810.371094 Penalty: 518.740356
	Iteration 22Q: 3 clusters Score -16810.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16834.861328 Penalty: 518.740356
	Iteration 23Q: 3 clusters Score -16834.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16852.064453 Penalty: 518.740356
	Iteration 24Q: 3 clusters Score -16852.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16881.234375 Penalty: 518.740356
	Iteration 25Q: 3 clusters Score -16881.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16910.947266 Penalty: 518.740356
	Iteration 26Q: 3 clusters Score -16910.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16983.855469 Penalty: 518.740356
	Iteration 27Q: 3 clusters Score -16983.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17159.744141 Penalty: 518.740356
	Iteration 28Q: 3 clusters Score -17159.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17159.744141 Penalty: 518.740356
	Iteration 29F: 3 clusters Score -17159.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Entering Unmasked Estep 
Score: -14066966.000000 Penalty: 38235.714844
Splitting cluster 19 changes total score from -14065381.000000 to -14066966.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 20 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -43752.855469 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -43752.86 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 452 members 
Entering Unmasked Estep 
Score: -43102.085938 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -43102.09 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43703.269531 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -43703.27 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -44062.675781 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -44062.68 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44334.726562 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -44334.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44437.593750 Penalty: 616.037415
	Iteration 4F: 3 clusters Score -44437.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44506.285156 Penalty: 616.037415
	Iteration 5Q: 3 clusters Score -44506.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44584.492188 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -44584.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44694.703125 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -44694.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44797.632812 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -44797.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44895.031250 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -44895.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44946.257812 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -44946.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44964.351562 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -44964.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44980.945312 Penalty: 616.037415
	Iteration 12Q: 3 clusters Score -44980.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44997.484375 Penalty: 616.037415
	Iteration 13Q: 3 clusters Score -44997.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45005.097656 Penalty: 616.037415
	Iteration 14Q: 3 clusters Score -45005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45008.238281 Penalty: 616.037415
	Iteration 15Q: 3 clusters Score -45008.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45009.980469 Penalty: 616.037415
	Iteration 16Q: 3 clusters Score -45009.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45017.867188 Penalty: 616.037415
	Iteration 17Q: 3 clusters Score -45017.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45025.929688 Penalty: 616.037415
	Iteration 18Q: 3 clusters Score -45025.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45030.109375 Penalty: 616.037415
	Iteration 19Q: 3 clusters Score -45030.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45061.503906 Penalty: 616.037415
	Iteration 20F: 3 clusters Score -45061.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45095.152344 Penalty: 616.037415
	Iteration 21Q: 3 clusters Score -45095.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45114.035156 Penalty: 616.037415
	Iteration 22Q: 3 clusters Score -45114.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45150.003906 Penalty: 616.037415
	Iteration 23Q: 3 clusters Score -45150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45176.234375 Penalty: 616.037415
	Iteration 24Q: 3 clusters Score -45176.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45209.460938 Penalty: 616.037415
	Iteration 25Q: 3 clusters Score -45209.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45223.597656 Penalty: 616.037415
	Iteration 26Q: 3 clusters Score -45223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45230.820312 Penalty: 616.037415
	Iteration 27Q: 3 clusters Score -45230.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45232.070312 Penalty: 616.037415
	Iteration 28Q: 3 clusters Score -45232.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -45232.593750 Penalty: 616.037415
	Iteration 29Q: 3 clusters Score -45232.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45232.863281 Penalty: 616.037415
	Iteration 30Q: 3 clusters Score -45232.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45232.863281 Penalty: 616.037415
	Iteration 31F: 3 clusters Score -45232.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 746 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Entering Unmasked Estep 
Score: -14068194.000000 Penalty: 38798.007812
Splitting cluster 20 changes total score from -14065381.000000 to -14068194.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 21 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -26653.486328 Penalty: 292.331543
	Iteration 0F: 2 clusters Score -26653.49 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 325 members 
Entering Unmasked Estep 
Score: -26088.972656 Penalty: 584.663086
	Iteration 0F: 3 clusters Score -26088.97 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26232.570312 Penalty: 584.663086
	Iteration 1F: 3 clusters Score -26232.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26272.105469 Penalty: 584.663086
	Iteration 2F: 3 clusters Score -26272.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26297.859375 Penalty: 584.663086
	Iteration 3F: 3 clusters Score -26297.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26316.210938 Penalty: 584.663086
	Iteration 4Q: 3 clusters Score -26316.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26324.421875 Penalty: 584.663086
	Iteration 5Q: 3 clusters Score -26324.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26341.990234 Penalty: 584.663086
	Iteration 6Q: 3 clusters Score -26341.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26356.115234 Penalty: 584.663086
	Iteration 7Q: 3 clusters Score -26356.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26372.380859 Penalty: 584.663086
	Iteration 8Q: 3 clusters Score -26372.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26383.044922 Penalty: 584.663086
	Iteration 9Q: 3 clusters Score -26383.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26394.414062 Penalty: 584.663086
	Iteration 10Q: 3 clusters Score -26394.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26401.158203 Penalty: 584.663086
	Iteration 11Q: 3 clusters Score -26401.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26404.009766 Penalty: 584.663086
	Iteration 12Q: 3 clusters Score -26404.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26409.373047 Penalty: 584.663086
	Iteration 13Q: 3 clusters Score -26409.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26412.171875 Penalty: 584.663086
	Iteration 14Q: 3 clusters Score -26412.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26414.775391 Penalty: 584.663086
	Iteration 15Q: 3 clusters Score -26414.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26420.771484 Penalty: 584.663086
	Iteration 16Q: 3 clusters Score -26420.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26425.167969 Penalty: 584.663086
	Iteration 17Q: 3 clusters Score -26425.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26431.259766 Penalty: 584.663086
	Iteration 18Q: 3 clusters Score -26431.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26441.775391 Penalty: 584.663086
	Iteration 19Q: 3 clusters Score -26441.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26461.441406 Penalty: 584.663086
	Iteration 20F: 3 clusters Score -26461.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26474.667969 Penalty: 584.663086
	Iteration 21Q: 3 clusters Score -26474.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26490.949219 Penalty: 584.663086
	Iteration 22Q: 3 clusters Score -26490.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26497.982422 Penalty: 584.663086
	Iteration 23Q: 3 clusters Score -26497.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26505.708984 Penalty: 584.663086
	Iteration 24Q: 3 clusters Score -26505.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26508.714844 Penalty: 584.663086
	Iteration 25Q: 3 clusters Score -26508.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26510.970703 Penalty: 584.663086
	Iteration 26Q: 3 clusters Score -26510.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26515.550781 Penalty: 584.663086
	Iteration 27Q: 3 clusters Score -26515.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26518.812500 Penalty: 584.663086
	Iteration 28Q: 3 clusters Score -26518.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26520.207031 Penalty: 584.663086
	Iteration 29Q: 3 clusters Score -26520.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26522.738281 Penalty: 584.663086
	Iteration 30Q: 3 clusters Score -26522.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26524.519531 Penalty: 584.663086
	Iteration 31Q: 3 clusters Score -26524.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26526.617188 Penalty: 584.663086
	Iteration 32Q: 3 clusters Score -26526.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26526.617188 Penalty: 584.663086
	Iteration 33F: 3 clusters Score -26526.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Entering Unmasked Estep 
Score: -2324412.500000 Penalty: 478.335693
	Iteration 0F: 2 clusters Score -2324412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2299799.750000 Penalty: 956.671387
	Iteration 0F: 3 clusters Score -2299800 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2310186.750000 Penalty: 956.671387
	Iteration 1F: 3 clusters Score -2310187 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2310869.000000 Penalty: 956.671387
	Iteration 2Q: 3 clusters Score -2310869 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2311938.500000 Penalty: 956.671387
	Iteration 3F: 3 clusters Score -2311938 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2313523.500000 Penalty: 956.671387
	Iteration 4F: 3 clusters Score -2313524 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -2315731.250000 Penalty: 956.671387
	Iteration 5F: 3 clusters Score -2315731 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -2317963.500000 Penalty: 956.671387
	Iteration 6F: 3 clusters Score -2317964 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -2319873.750000 Penalty: 956.671387
	Iteration 7F: 3 clusters Score -2319874 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -2321043.500000 Penalty: 956.671387
	Iteration 8Q: 3 clusters Score -2321044 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -2321704.000000 Penalty: 956.671387
	Iteration 9Q: 3 clusters Score -2321704 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -2322166.250000 Penalty: 956.671387
	Iteration 10Q: 3 clusters Score -2322166 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -2322479.750000 Penalty: 956.671387
	Iteration 11Q: 3 clusters Score -2322480 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -2322762.500000 Penalty: 956.671387
	Iteration 12Q: 3 clusters Score -2322762 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -2322970.250000 Penalty: 956.671387
	Iteration 13Q: 3 clusters Score -2322970 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -2323144.000000 Penalty: 956.671387
	Iteration 14Q: 3 clusters Score -2323144 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -2323283.000000 Penalty: 956.671387
	Iteration 15Q: 3 clusters Score -2323283 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -2323359.000000 Penalty: 956.671387
	Iteration 16Q: 3 clusters Score -2323359 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -2323420.750000 Penalty: 956.671387
	Iteration 17Q: 3 clusters Score -2323421 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -2323477.000000 Penalty: 956.671387
	Iteration 18Q: 3 clusters Score -2323477 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -2323513.750000 Penalty: 956.671387
	Iteration 19Q: 3 clusters Score -2323514 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -2323543.250000 Penalty: 956.671387
	Iteration 20F: 3 clusters Score -2323543 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -2323570.750000 Penalty: 956.671387
	Iteration 21Q: 3 clusters Score -2323571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -2323608.500000 Penalty: 956.671387
	Iteration 22Q: 3 clusters Score -2323608 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -2323635.250000 Penalty: 956.671387
	Iteration 23Q: 3 clusters Score -2323635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -2323653.250000 Penalty: 956.671387
	Iteration 24Q: 3 clusters Score -2323653 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -2323675.500000 Penalty: 956.671387
	Iteration 25Q: 3 clusters Score -2323676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -2323688.750000 Penalty: 956.671387
	Iteration 26Q: 3 clusters Score -2323689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -2323699.500000 Penalty: 956.671387
	Iteration 27Q: 3 clusters Score -2323700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -2323717.750000 Penalty: 956.671387
	Iteration 28Q: 3 clusters Score -2323718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -2323733.000000 Penalty: 956.671387
	Iteration 29Q: 3 clusters Score -2323733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -2323738.000000 Penalty: 956.671387
	Iteration 30Q: 3 clusters Score -2323738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -2323747.250000 Penalty: 956.671387
	Iteration 31Q: 3 clusters Score -2323747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -2323757.750000 Penalty: 956.671387
	Iteration 32Q: 3 clusters Score -2323758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -2323768.000000 Penalty: 956.671387
	Iteration 33Q: 3 clusters Score -2323768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -2323771.750000 Penalty: 956.671387
	Iteration 34Q: 3 clusters Score -2323772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -2323778.750000 Penalty: 956.671387
	Iteration 35Q: 3 clusters Score -2323779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -2323785.500000 Penalty: 956.671387
	Iteration 36Q: 3 clusters Score -2323786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -2323793.000000 Penalty: 956.671387
	Iteration 37Q: 3 clusters Score -2323793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -2323800.500000 Penalty: 956.671387
	Iteration 38Q: 3 clusters Score -2323800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -2323806.000000 Penalty: 956.671387
	Iteration 39Q: 3 clusters Score -2323806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -2323807.500000 Penalty: 956.671387
	Iteration 40F: 3 clusters Score -2323808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -2323811.500000 Penalty: 956.671387
	Iteration 41Q: 3 clusters Score -2323812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -2323814.250000 Penalty: 956.671387
	Iteration 42Q: 3 clusters Score -2323814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -2323818.750000 Penalty: 956.671387
	Iteration 43Q: 3 clusters Score -2323819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -2323828.750000 Penalty: 956.671387
	Iteration 44Q: 3 clusters Score -2323829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -2323836.500000 Penalty: 956.671387
	Iteration 45Q: 3 clusters Score -2323836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -2323836.750000 Penalty: 956.671387
	Iteration 46Q: 3 clusters Score -2323837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -2323840.000000 Penalty: 956.671387
	Iteration 47Q: 3 clusters Score -2323840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -2323841.750000 Penalty: 956.671387
	Iteration 48Q: 3 clusters Score -2323842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -2323843.250000 Penalty: 956.671387
	Iteration 49Q: 3 clusters Score -2323843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -2323844.750000 Penalty: 956.671387
	Iteration 50Q: 3 clusters Score -2323845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -2323849.750000 Penalty: 956.671387
	Iteration 51Q: 3 clusters Score -2323850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -2323854.000000 Penalty: 956.671387
	Iteration 52Q: 3 clusters Score -2323854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -2323854.500000 Penalty: 956.671387
	Iteration 53Q: 3 clusters Score -2323854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -2323860.500000 Penalty: 956.671387
	Iteration 54Q: 3 clusters Score -2323860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -2323863.000000 Penalty: 956.671387
	Iteration 55Q: 3 clusters Score -2323863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -2323863.500000 Penalty: 956.671387
	Iteration 56Q: 3 clusters Score -2323864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -2323865.000000 Penalty: 956.671387
	Iteration 57Q: 3 clusters Score -2323865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -2323869.250000 Penalty: 956.671387
	Iteration 58Q: 3 clusters Score -2323869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -2323872.000000 Penalty: 956.671387
	Iteration 59Q: 3 clusters Score -2323872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -2323876.000000 Penalty: 956.671387
	Iteration 60F: 3 clusters Score -2323876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -2323876.750000 Penalty: 956.671387
	Iteration 61Q: 3 clusters Score -2323877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -2323886.750000 Penalty: 956.671387
	Iteration 62Q: 3 clusters Score -2323887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -2323890.750000 Penalty: 956.671387
	Iteration 63Q: 3 clusters Score -2323891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -2323896.250000 Penalty: 956.671387
	Iteration 64Q: 3 clusters Score -2323896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -2323905.000000 Penalty: 956.671387
	Iteration 65Q: 3 clusters Score -2323905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -2323907.000000 Penalty: 956.671387
	Iteration 66Q: 3 clusters Score -2323907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -2323908.000000 Penalty: 956.671387
	Iteration 67Q: 3 clusters Score -2323908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -2323913.250000 Penalty: 956.671387
	Iteration 68Q: 3 clusters Score -2323913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -2323913.000000 Penalty: 956.671387
	Iteration 69Q: 3 clusters Score -2323913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -2323918.750000 Penalty: 956.671387
	Iteration 70Q: 3 clusters Score -2323919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -2323928.250000 Penalty: 956.671387
	Iteration 71Q: 3 clusters Score -2323928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -2323939.000000 Penalty: 956.671387
	Iteration 72Q: 3 clusters Score -2323939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -2323946.500000 Penalty: 956.671387
	Iteration 73Q: 3 clusters Score -2323946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -2323949.000000 Penalty: 956.671387
	Iteration 74Q: 3 clusters Score -2323949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -2323954.750000 Penalty: 956.671387
	Iteration 75Q: 3 clusters Score -2323955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -2323956.750000 Penalty: 956.671387
	Iteration 76Q: 3 clusters Score -2323957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -2323960.250000 Penalty: 956.671387
	Iteration 77Q: 3 clusters Score -2323960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -2323962.500000 Penalty: 956.671387
	Iteration 78Q: 3 clusters Score -2323962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -2323964.000000 Penalty: 956.671387
	Iteration 79Q: 3 clusters Score -2323964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -2323964.000000 Penalty: 956.671387
	Iteration 80F: 3 clusters Score -2323964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -2323966.750000 Penalty: 956.671387
	Iteration 81Q: 3 clusters Score -2323967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -2323966.250000 Penalty: 956.671387
	Iteration 82Q: 3 clusters Score -2323966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -2323969.250000 Penalty: 956.671387
	Iteration 83Q: 3 clusters Score -2323969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -2323973.000000 Penalty: 956.671387
	Iteration 84Q: 3 clusters Score -2323973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -2323974.500000 Penalty: 956.671387
	Iteration 85Q: 3 clusters Score -2323974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -2323974.500000 Penalty: 956.671387
	Iteration 86Q: 3 clusters Score -2323974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -2323976.500000 Penalty: 956.671387
	Iteration 87Q: 3 clusters Score -2323976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -2323976.000000 Penalty: 956.671387
	Iteration 88Q: 3 clusters Score -2323976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -2323976.000000 Penalty: 956.671387
	Iteration 89F: 3 clusters Score -2323976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -46437.035156 Penalty: 300.970001
	Iteration 0F: 2 clusters Score -46437.04 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 360 members 
Entering Unmasked Estep 
Score: -45828.238281 Penalty: 601.940002
	Iteration 0F: 3 clusters Score -45828.24 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46240.488281 Penalty: 601.940002
	Iteration 1F: 3 clusters Score -46240.49 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46545.300781 Penalty: 601.940002
	Iteration 2F: 3 clusters Score -46545.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46714.621094 Penalty: 601.940002
	Iteration 3F: 3 clusters Score -46714.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46790.390625 Penalty: 601.940002
	Iteration 4F: 3 clusters Score -46790.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46856.136719 Penalty: 601.940002
	Iteration 5Q: 3 clusters Score -46856.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46881.417969 Penalty: 601.940002
	Iteration 6Q: 3 clusters Score -46881.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46896.851562 Penalty: 601.940002
	Iteration 7Q: 3 clusters Score -46896.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46901.417969 Penalty: 601.940002
	Iteration 8Q: 3 clusters Score -46901.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46906.675781 Penalty: 601.940002
	Iteration 9Q: 3 clusters Score -46906.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46911.304688 Penalty: 601.940002
	Iteration 10Q: 3 clusters Score -46911.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46918.781250 Penalty: 601.940002
	Iteration 11Q: 3 clusters Score -46918.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46927.285156 Penalty: 601.940002
	Iteration 12Q: 3 clusters Score -46927.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46932.355469 Penalty: 601.940002
	Iteration 13Q: 3 clusters Score -46932.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46935.070312 Penalty: 601.940002
	Iteration 14Q: 3 clusters Score -46935.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46935.902344 Penalty: 601.940002
	Iteration 15Q: 3 clusters Score -46935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46936.816406 Penalty: 601.940002
	Iteration 16Q: 3 clusters Score -46936.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46937.996094 Penalty: 601.940002
	Iteration 17Q: 3 clusters Score -46938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46940.050781 Penalty: 601.940002
	Iteration 18Q: 3 clusters Score -46940.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46940.875000 Penalty: 601.940002
	Iteration 19Q: 3 clusters Score -46940.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46941.343750 Penalty: 601.940002
	Iteration 20F: 3 clusters Score -46941.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46942.808594 Penalty: 601.940002
	Iteration 21Q: 3 clusters Score -46942.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46943.589844 Penalty: 601.940002
	Iteration 22Q: 3 clusters Score -46943.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46944.875000 Penalty: 601.940002
	Iteration 23Q: 3 clusters Score -46944.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46946.000000 Penalty: 601.940002
	Iteration 24Q: 3 clusters Score -46946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46946.554688 Penalty: 601.940002
	Iteration 25Q: 3 clusters Score -46946.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46947.671875 Penalty: 601.940002
	Iteration 26Q: 3 clusters Score -46947.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46947.671875 Penalty: 601.940002
	Iteration 27F: 3 clusters Score -46947.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Entering Unmasked Estep 
Score: -14068455.000000 Penalty: 39360.296875
Splitting cluster 23 changes total score from -14065381.000000 to -14068455.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -101049.054688 Penalty: 340.205261
	Iteration 0F: 2 clusters Score -101049.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99740.007812 Penalty: 680.410522
	Iteration 0F: 3 clusters Score -99740.01 nChanged 762
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: -100313.601562 Penalty: 680.410522
	Iteration 1F: 3 clusters Score -100313.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -100551.562500 Penalty: 680.410522
	Iteration 2F: 3 clusters Score -100551.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100755.851562 Penalty: 680.410522
	Iteration 3F: 3 clusters Score -100755.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100873.273438 Penalty: 680.410522
	Iteration 4F: 3 clusters Score -100873.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100921.304688 Penalty: 680.410522
	Iteration 5Q: 3 clusters Score -100921.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -100943.031250 Penalty: 680.410522
	Iteration 6Q: 3 clusters Score -100943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -100955.921875 Penalty: 680.410522
	Iteration 7Q: 3 clusters Score -100955.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100964.000000 Penalty: 680.410522
	Iteration 8Q: 3 clusters Score -100964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100967.492188 Penalty: 680.410522
	Iteration 9Q: 3 clusters Score -100967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100970.109375 Penalty: 680.410522
	Iteration 10Q: 3 clusters Score -100970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100973.085938 Penalty: 680.410522
	Iteration 11Q: 3 clusters Score -100973.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -100975.187500 Penalty: 680.410522
	Iteration 12Q: 3 clusters Score -100975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100975.242188 Penalty: 680.410522
	Iteration 13Q: 3 clusters Score -100975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100975.242188 Penalty: 680.410522
	Iteration 14F: 3 clusters Score -100975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -35155.214844 Penalty: 282.582306
	Iteration 0F: 2 clusters Score -35155.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34673.144531 Penalty: 565.164612
	Iteration 0F: 3 clusters Score -34673.14 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34817.781250 Penalty: 565.164612
	Iteration 1F: 3 clusters Score -34817.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34878.812500 Penalty: 565.164612
	Iteration 2F: 3 clusters Score -34878.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34932.371094 Penalty: 565.164612
	Iteration 3F: 3 clusters Score -34932.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34972.687500 Penalty: 565.164612
	Iteration 4F: 3 clusters Score -34972.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34992.191406 Penalty: 565.164612
	Iteration 5Q: 3 clusters Score -34992.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35007.421875 Penalty: 565.164612
	Iteration 6Q: 3 clusters Score -35007.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35012.359375 Penalty: 565.164612
	Iteration 7Q: 3 clusters Score -35012.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -35012.992188 Penalty: 565.164612
	Iteration 8Q: 3 clusters Score -35012.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -35013.613281 Penalty: 565.164612
	Iteration 9Q: 3 clusters Score -35013.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35014.441406 Penalty: 565.164612
	Iteration 10Q: 3 clusters Score -35014.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35014.441406 Penalty: 565.164612
	Iteration 11F: 3 clusters Score -35014.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -30485.773438 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -30485.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30022.429688 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -30022.43 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30145.535156 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -30145.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30177.593750 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -30177.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30187.412109 Penalty: 563.876404
	Iteration 3Q: 3 clusters Score -30187.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30199.707031 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -30199.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30210.023438 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -30210.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30216.523438 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -30216.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30224.472656 Penalty: 563.876404
	Iteration 7Q: 3 clusters Score -30224.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30229.398438 Penalty: 563.876404
	Iteration 8Q: 3 clusters Score -30229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30235.839844 Penalty: 563.876404
	Iteration 9Q: 3 clusters Score -30235.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30239.662109 Penalty: 563.876404
	Iteration 10Q: 3 clusters Score -30239.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30240.638672 Penalty: 563.876404
	Iteration 11Q: 3 clusters Score -30240.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30242.009766 Penalty: 563.876404
	Iteration 12Q: 3 clusters Score -30242.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30242.884766 Penalty: 563.876404
	Iteration 13Q: 3 clusters Score -30242.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30244.873047 Penalty: 563.876404
	Iteration 14Q: 3 clusters Score -30244.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30246.871094 Penalty: 563.876404
	Iteration 15Q: 3 clusters Score -30246.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30249.994141 Penalty: 563.876404
	Iteration 16Q: 3 clusters Score -30249.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30258.755859 Penalty: 563.876404
	Iteration 17Q: 3 clusters Score -30258.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30264.509766 Penalty: 563.876404
	Iteration 18Q: 3 clusters Score -30264.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30266.753906 Penalty: 563.876404
	Iteration 19Q: 3 clusters Score -30266.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30267.402344 Penalty: 563.876404
	Iteration 20F: 3 clusters Score -30267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30268.466797 Penalty: 563.876404
	Iteration 21Q: 3 clusters Score -30268.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30268.787109 Penalty: 563.876404
	Iteration 22Q: 3 clusters Score -30268.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30269.138672 Penalty: 563.876404
	Iteration 23Q: 3 clusters Score -30269.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30269.689453 Penalty: 563.876404
	Iteration 24Q: 3 clusters Score -30269.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30273.998047 Penalty: 563.876404
	Iteration 25Q: 3 clusters Score -30274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30274.806641 Penalty: 563.876404
	Iteration 26Q: 3 clusters Score -30274.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30276.255859 Penalty: 563.876404
	Iteration 27Q: 3 clusters Score -30276.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -30277.562500 Penalty: 563.876404
	Iteration 28Q: 3 clusters Score -30277.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30278.501953 Penalty: 563.876404
	Iteration 29Q: 3 clusters Score -30278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -30280.009766 Penalty: 563.876404
	Iteration 30Q: 3 clusters Score -30280.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30282.486328 Penalty: 563.876404
	Iteration 31Q: 3 clusters Score -30282.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -30284.101562 Penalty: 563.876404
	Iteration 32Q: 3 clusters Score -30284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30293.279297 Penalty: 563.876404
	Iteration 33Q: 3 clusters Score -30293.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30302.867188 Penalty: 563.876404
	Iteration 34Q: 3 clusters Score -30302.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -30303.716797 Penalty: 563.876404
	Iteration 35Q: 3 clusters Score -30303.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -30305.072266 Penalty: 563.876404
	Iteration 36Q: 3 clusters Score -30305.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -30305.433594 Penalty: 563.876404
	Iteration 37Q: 3 clusters Score -30305.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -30306.066406 Penalty: 563.876404
	Iteration 38F: 3 clusters Score -30306.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -30313.294922 Penalty: 563.876404
	Iteration 39Q: 3 clusters Score -30313.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30315.488281 Penalty: 563.876404
	Iteration 40F: 3 clusters Score -30315.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30318.060547 Penalty: 563.876404
	Iteration 41Q: 3 clusters Score -30318.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30342.703125 Penalty: 563.876404
	Iteration 42Q: 3 clusters Score -30342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30346.476562 Penalty: 563.876404
	Iteration 43Q: 3 clusters Score -30346.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30346.476562 Penalty: 563.876404
	Iteration 44F: 3 clusters Score -30346.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -113089.039062 Penalty: 341.774384
	Iteration 0F: 2 clusters Score -113089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -111791.664062 Penalty: 683.548767
	Iteration 0F: 3 clusters Score -111791.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -112233.976562 Penalty: 683.548767
	Iteration 1F: 3 clusters Score -112234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -112292.859375 Penalty: 683.548767
	Iteration 2F: 3 clusters Score -112292.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -112337.242188 Penalty: 683.548767
	Iteration 3Q: 3 clusters Score -112337.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -112368.820312 Penalty: 683.548767
	Iteration 4Q: 3 clusters Score -112368.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -112399.320312 Penalty: 683.548767
	Iteration 5Q: 3 clusters Score -112399.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -112426.070312 Penalty: 683.548767
	Iteration 6Q: 3 clusters Score -112426.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -112452.546875 Penalty: 683.548767
	Iteration 7Q: 3 clusters Score -112452.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -112472.039062 Penalty: 683.548767
	Iteration 8Q: 3 clusters Score -112472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -112484.507812 Penalty: 683.548767
	Iteration 9Q: 3 clusters Score -112484.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -112497.953125 Penalty: 683.548767
	Iteration 10Q: 3 clusters Score -112498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -112506.359375 Penalty: 683.548767
	Iteration 11Q: 3 clusters Score -112506.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -112509.554688 Penalty: 683.548767
	Iteration 12Q: 3 clusters Score -112509.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -112513.265625 Penalty: 683.548767
	Iteration 13Q: 3 clusters Score -112513.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -112516.406250 Penalty: 683.548767
	Iteration 14Q: 3 clusters Score -112516.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -112519.640625 Penalty: 683.548767
	Iteration 15Q: 3 clusters Score -112519.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -112523.359375 Penalty: 683.548767
	Iteration 16Q: 3 clusters Score -112523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -112526.851562 Penalty: 683.548767
	Iteration 17Q: 3 clusters Score -112526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112528.718750 Penalty: 683.548767
	Iteration 18Q: 3 clusters Score -112528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -112529.468750 Penalty: 683.548767
	Iteration 19Q: 3 clusters Score -112529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -112530.164062 Penalty: 683.548767
	Iteration 20F: 3 clusters Score -112530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -112530.226562 Penalty: 683.548767
	Iteration 21Q: 3 clusters Score -112530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -112530.437500 Penalty: 683.548767
	Iteration 22Q: 3 clusters Score -112530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -112530.835938 Penalty: 683.548767
	Iteration 23Q: 3 clusters Score -112530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -112531.382812 Penalty: 683.548767
	Iteration 24Q: 3 clusters Score -112531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112532.062500 Penalty: 683.548767
	Iteration 25Q: 3 clusters Score -112532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -112532.726562 Penalty: 683.548767
	Iteration 26Q: 3 clusters Score -112532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -112533.210938 Penalty: 683.548767
	Iteration 27Q: 3 clusters Score -112533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -112533.210938 Penalty: 683.548767
	Iteration 28F: 3 clusters Score -112533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -14441.455078 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -14441.46 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 157 members 
Entering Unmasked Estep 
Score: -14087.619141 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -14087.62 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14237.833984 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -14237.83 nChanged 33
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: -14357.095703 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -14357.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14485.119141 Penalty: 519.949707
	Iteration 3F: 3 clusters Score -14485.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14565.744141 Penalty: 519.949707
	Iteration 4F: 3 clusters Score -14565.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14599.408203 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -14599.41 nChanged 11
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: -14623.321289 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -14623.32 nChanged 12
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: -14645.356445 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -14645.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14667.852539 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -14667.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14685.254883 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -14685.25 nChanged 6
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: -14697.145508 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -14697.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14700.981445 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -14700.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14704.465820 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -14704.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14706.013672 Penalty: 519.949707
	Iteration 13Q: 3 clusters Score -14706.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14706.013672 Penalty: 519.949707
	Iteration 14F: 3 clusters Score -14706.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 862 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Entering Unmasked Estep 
Score: -14068417.000000 Penalty: 39922.585938
Splitting cluster 28 changes total score from -14065381.000000 to -14068417.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 29 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -30142.185547 Penalty: 285.758026
	Iteration 0F: 2 clusters Score -30142.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29622.855469 Penalty: 571.516052
	Iteration 0F: 3 clusters Score -29622.86 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29745.753906 Penalty: 571.516052
	Iteration 1F: 3 clusters Score -29745.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29802.773438 Penalty: 571.516052
	Iteration 2F: 3 clusters Score -29802.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -29830.339844 Penalty: 571.516052
	Iteration 3F: 3 clusters Score -29830.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29844.830078 Penalty: 571.516052
	Iteration 4Q: 3 clusters Score -29844.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29854.468750 Penalty: 571.516052
	Iteration 5Q: 3 clusters Score -29854.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29862.970703 Penalty: 571.516052
	Iteration 6Q: 3 clusters Score -29862.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29866.833984 Penalty: 571.516052
	Iteration 7Q: 3 clusters Score -29866.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -29869.525391 Penalty: 571.516052
	Iteration 8Q: 3 clusters Score -29869.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29873.062500 Penalty: 571.516052
	Iteration 9Q: 3 clusters Score -29873.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29874.462891 Penalty: 571.516052
	Iteration 10Q: 3 clusters Score -29874.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29876.429688 Penalty: 571.516052
	Iteration 11Q: 3 clusters Score -29876.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29877.234375 Penalty: 571.516052
	Iteration 12Q: 3 clusters Score -29877.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29879.607422 Penalty: 571.516052
	Iteration 13Q: 3 clusters Score -29879.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29883.457031 Penalty: 571.516052
	Iteration 14Q: 3 clusters Score -29883.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29885.607422 Penalty: 571.516052
	Iteration 15Q: 3 clusters Score -29885.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29885.607422 Penalty: 571.516052
	Iteration 16F: 3 clusters Score -29885.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -64690.855469 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -64690.86 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 407 members 
Entering Unmasked Estep 
Score: -63996.214844 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -63996.21 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64324.812500 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -64324.81 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64527.132812 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -64527.13 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64638.167969 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -64638.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64702.335938 Penalty: 615.092224
	Iteration 4F: 3 clusters Score -64702.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -64735.886719 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -64735.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -64777.074219 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -64777.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -64813.835938 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -64813.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -64850.222656 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -64850.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64871.968750 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -64871.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -64899.902344 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -64899.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -64916.230469 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -64916.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -64925.863281 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -64925.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -64931.660156 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -64931.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -64933.171875 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -64933.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -64935.316406 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -64935.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -64938.363281 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -64938.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64941.339844 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -64941.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -64942.203125 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -64942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -64942.335938 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -64942.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -64942.335938 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -64942.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Entering Unmasked Estep 
Score: -14068425.000000 Penalty: 40484.875000
Splitting cluster 30 changes total score from -14065381.000000 to -14068425.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 31 (3833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Entering Unmasked Estep 
Score: -227223.453125 Penalty: 375.438843
	Iteration 0F: 2 clusters Score -227223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -224581.031250 Penalty: 750.877686
	Iteration 0F: 3 clusters Score -224581 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -225598.906250 Penalty: 750.877686
	Iteration 1F: 3 clusters Score -225598.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -225857.484375 Penalty: 750.877686
	Iteration 2F: 3 clusters Score -225857.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -226199.796875 Penalty: 750.877686
	Iteration 3F: 3 clusters Score -226199.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -226540.109375 Penalty: 750.877686
	Iteration 4F: 3 clusters Score -226540.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -226798.812500 Penalty: 750.877686
	Iteration 5F: 3 clusters Score -226798.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -226962.171875 Penalty: 750.877686
	Iteration 6F: 3 clusters Score -226962.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -227051.265625 Penalty: 750.877686
	Iteration 7Q: 3 clusters Score -227051.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -227092.921875 Penalty: 750.877686
	Iteration 8Q: 3 clusters Score -227092.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -227114.750000 Penalty: 750.877686
	Iteration 9Q: 3 clusters Score -227114.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -227127.484375 Penalty: 750.877686
	Iteration 10Q: 3 clusters Score -227127.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -227138.265625 Penalty: 750.877686
	Iteration 11Q: 3 clusters Score -227138.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -227169.015625 Penalty: 750.877686
	Iteration 12Q: 3 clusters Score -227169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -227211.312500 Penalty: 750.877686
	Iteration 13Q: 3 clusters Score -227211.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -227249.796875 Penalty: 750.877686
	Iteration 14Q: 3 clusters Score -227249.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -227282.343750 Penalty: 750.877686
	Iteration 15Q: 3 clusters Score -227282.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -227304.859375 Penalty: 750.877686
	Iteration 16Q: 3 clusters Score -227304.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -227319.046875 Penalty: 750.877686
	Iteration 17Q: 3 clusters Score -227319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -227330.609375 Penalty: 750.877686
	Iteration 18Q: 3 clusters Score -227330.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -227336.359375 Penalty: 750.877686
	Iteration 19Q: 3 clusters Score -227336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -227338.906250 Penalty: 750.877686
	Iteration 20F: 3 clusters Score -227338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -227339.281250 Penalty: 750.877686
	Iteration 21Q: 3 clusters Score -227339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -227340.218750 Penalty: 750.877686
	Iteration 22Q: 3 clusters Score -227340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -227340.703125 Penalty: 750.877686
	Iteration 23Q: 3 clusters Score -227340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -227340.703125 Penalty: 750.877686
	Iteration 24F: 3 clusters Score -227340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Entering Unmasked Estep 
Score: -14068333.000000 Penalty: 41047.167969
Splitting cluster 31 changes total score from -14065381.000000 to -14068333.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 32 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -25024.173828 Penalty: 279.949341
	Iteration 0F: 2 clusters Score -25024.17 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 205 members 
Entering Unmasked Estep 
Score: -24574.951172 Penalty: 559.898682
	Iteration 0F: 3 clusters Score -24574.95 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24702.037109 Penalty: 559.898682
	Iteration 1F: 3 clusters Score -24702.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24754.328125 Penalty: 559.898682
	Iteration 2F: 3 clusters Score -24754.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24784.621094 Penalty: 559.898682
	Iteration 3F: 3 clusters Score -24784.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24820.425781 Penalty: 559.898682
	Iteration 4Q: 3 clusters Score -24820.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24834.398438 Penalty: 559.898682
	Iteration 5Q: 3 clusters Score -24834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24842.837891 Penalty: 559.898682
	Iteration 6Q: 3 clusters Score -24842.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24847.568359 Penalty: 559.898682
	Iteration 7Q: 3 clusters Score -24847.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24851.839844 Penalty: 559.898682
	Iteration 8Q: 3 clusters Score -24851.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24858.621094 Penalty: 559.898682
	Iteration 9Q: 3 clusters Score -24858.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24863.605469 Penalty: 559.898682
	Iteration 10Q: 3 clusters Score -24863.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24869.935547 Penalty: 559.898682
	Iteration 11Q: 3 clusters Score -24869.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24881.933594 Penalty: 559.898682
	Iteration 12Q: 3 clusters Score -24881.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24897.099609 Penalty: 559.898682
	Iteration 13Q: 3 clusters Score -24897.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24914.218750 Penalty: 559.898682
	Iteration 14Q: 3 clusters Score -24914.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24934.148438 Penalty: 559.898682
	Iteration 15Q: 3 clusters Score -24934.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24959.218750 Penalty: 559.898682
	Iteration 16Q: 3 clusters Score -24959.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24983.923828 Penalty: 559.898682
	Iteration 17F: 3 clusters Score -24983.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25008.361328 Penalty: 559.898682
	Iteration 18Q: 3 clusters Score -25008.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -25044.593750 Penalty: 559.898682
	Iteration 19F: 3 clusters Score -25044.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -25066.507812 Penalty: 559.898682
	Iteration 20F: 3 clusters Score -25066.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25076.503906 Penalty: 559.898682
	Iteration 21Q: 3 clusters Score -25076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25078.281250 Penalty: 559.898682
	Iteration 22Q: 3 clusters Score -25078.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25078.281250 Penalty: 559.898682
	Iteration 23F: 3 clusters Score -25078.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 28670 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Entering Unmasked Estep 
Score: -14068120.000000 Penalty: 41609.457031
Splitting cluster 32 changes total score from -14065381.000000 to -14068120.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 33 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -7704.678223 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -7704.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7475.580566 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -7475.581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7524.736816 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -7524.737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7538.504883 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -7538.505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7543.999512 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -7544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7545.357910 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -7545.358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7545.357910 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -7545.358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Entering Unmasked Estep 
Score: -1714603.375000 Penalty: 466.994110
	Iteration 0F: 2 clusters Score -1714603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1695370.750000 Penalty: 933.988220
	Iteration 0F: 3 clusters Score -1695371 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1705285.375000 Penalty: 933.988220
	Iteration 1F: 3 clusters Score -1705285 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1707224.125000 Penalty: 933.988220
	Iteration 2F: 3 clusters Score -1707224 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1709320.875000 Penalty: 933.988220
	Iteration 3F: 3 clusters Score -1709321 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1711161.500000 Penalty: 933.988220
	Iteration 4F: 3 clusters Score -1711162 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1712492.250000 Penalty: 933.988220
	Iteration 5Q: 3 clusters Score -1712492 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1713275.500000 Penalty: 933.988220
	Iteration 6Q: 3 clusters Score -1713276 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1713776.375000 Penalty: 933.988220
	Iteration 7Q: 3 clusters Score -1713776 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1714150.000000 Penalty: 933.988220
	Iteration 8Q: 3 clusters Score -1714150 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1714383.500000 Penalty: 933.988220
	Iteration 9Q: 3 clusters Score -1714384 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1714500.875000 Penalty: 933.988220
	Iteration 10Q: 3 clusters Score -1714501 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1714559.875000 Penalty: 933.988220
	Iteration 11Q: 3 clusters Score -1714560 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1714599.625000 Penalty: 933.988220
	Iteration 12Q: 3 clusters Score -1714600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1714622.625000 Penalty: 933.988220
	Iteration 13Q: 3 clusters Score -1714623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1714625.500000 Penalty: 933.988220
	Iteration 14Q: 3 clusters Score -1714626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1714635.375000 Penalty: 933.988220
	Iteration 15Q: 3 clusters Score -1714635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1714639.250000 Penalty: 933.988220
	Iteration 16Q: 3 clusters Score -1714639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1714641.875000 Penalty: 933.988220
	Iteration 17Q: 3 clusters Score -1714642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1714649.250000 Penalty: 933.988220
	Iteration 18Q: 3 clusters Score -1714649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1714650.000000 Penalty: 933.988220
	Iteration 19Q: 3 clusters Score -1714650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1714655.125000 Penalty: 933.988220
	Iteration 20F: 3 clusters Score -1714655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1714654.875000 Penalty: 933.988220
	Iteration 21Q: 3 clusters Score -1714655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1714657.250000 Penalty: 933.988220
	Iteration 22Q: 3 clusters Score -1714657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1714660.750000 Penalty: 933.988220
	Iteration 23Q: 3 clusters Score -1714661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1714660.875000 Penalty: 933.988220
	Iteration 24Q: 3 clusters Score -1714661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1714658.750000 Penalty: 933.988220
	Iteration 25Q: 3 clusters Score -1714659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1714660.625000 Penalty: 933.988220
	Iteration 26Q: 3 clusters Score -1714661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1714660.875000 Penalty: 933.988220
	Iteration 27Q: 3 clusters Score -1714661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1714660.500000 Penalty: 933.988220
	Iteration 28Q: 3 clusters Score -1714660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1714662.000000 Penalty: 933.988220
	Iteration 29Q: 3 clusters Score -1714662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1714661.250000 Penalty: 933.988220
	Iteration 30Q: 3 clusters Score -1714661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1714661.250000 Penalty: 933.988220
	Iteration 31F: 3 clusters Score -1714661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 1345 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Entering Unmasked Estep 
Score: -14068143.000000 Penalty: 42171.746094
Splitting cluster 34 changes total score from -14065381.000000 to -14068143.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 35 (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: -16671.775391 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -16671.78 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 155 members 
Entering Unmasked Estep 
Score: -16305.387695 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -16305.39 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16392.103516 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -16392.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16423.464844 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -16423.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16431.996094 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -16432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16437.175781 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -16437.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16440.759766 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -16440.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16441.542969 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -16441.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16441.841797 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -16441.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16441.841797 Penalty: 522.321167
	Iteration 8F: 3 clusters Score -16441.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -72182.406250 Penalty: 327.788788
	Iteration 0F: 2 clusters Score -72182.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71164.234375 Penalty: 655.577576
	Iteration 0F: 3 clusters Score -71164.23 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -71784.054688 Penalty: 655.577576
	Iteration 1F: 3 clusters Score -71784.05 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -71953.406250 Penalty: 655.577576
	Iteration 2F: 3 clusters Score -71953.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -72043.859375 Penalty: 655.577576
	Iteration 3F: 3 clusters Score -72043.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72116.304688 Penalty: 655.577576
	Iteration 4F: 3 clusters Score -72116.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -72194.726562 Penalty: 655.577576
	Iteration 5F: 3 clusters Score -72194.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -72283.500000 Penalty: 655.577576
	Iteration 6F: 3 clusters Score -72283.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -72350.039062 Penalty: 655.577576
	Iteration 7Q: 3 clusters Score -72350.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72434.992188 Penalty: 655.577576
	Iteration 8Q: 3 clusters Score -72434.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -72517.843750 Penalty: 655.577576
	Iteration 9Q: 3 clusters Score -72517.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -72595.226562 Penalty: 655.577576
	Iteration 10Q: 3 clusters Score -72595.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72658.757812 Penalty: 655.577576
	Iteration 11Q: 3 clusters Score -72658.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72719.601562 Penalty: 655.577576
	Iteration 12Q: 3 clusters Score -72719.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -72772.257812 Penalty: 655.577576
	Iteration 13Q: 3 clusters Score -72772.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -72824.367188 Penalty: 655.577576
	Iteration 14Q: 3 clusters Score -72824.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72863.500000 Penalty: 655.577576
	Iteration 15Q: 3 clusters Score -72863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72880.023438 Penalty: 655.577576
	Iteration 16Q: 3 clusters Score -72880.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72884.671875 Penalty: 655.577576
	Iteration 17Q: 3 clusters Score -72884.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72885.078125 Penalty: 655.577576
	Iteration 18Q: 3 clusters Score -72885.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72888.984375 Penalty: 655.577576
	Iteration 19F: 3 clusters Score -72888.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72891.289062 Penalty: 655.577576
	Iteration 20F: 3 clusters Score -72891.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72893.187500 Penalty: 655.577576
	Iteration 21Q: 3 clusters Score -72893.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72895.640625 Penalty: 655.577576
	Iteration 22Q: 3 clusters Score -72895.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72897.359375 Penalty: 655.577576
	Iteration 23Q: 3 clusters Score -72897.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72899.898438 Penalty: 655.577576
	Iteration 24Q: 3 clusters Score -72899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72903.140625 Penalty: 655.577576
	Iteration 25Q: 3 clusters Score -72903.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -72915.125000 Penalty: 655.577576
	Iteration 26Q: 3 clusters Score -72915.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72946.625000 Penalty: 655.577576
	Iteration 27Q: 3 clusters Score -72946.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72992.656250 Penalty: 655.577576
	Iteration 28Q: 3 clusters Score -72992.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -73019.828125 Penalty: 655.577576
	Iteration 29Q: 3 clusters Score -73019.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -73023.585938 Penalty: 655.577576
	Iteration 30Q: 3 clusters Score -73023.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73024.984375 Penalty: 655.577576
	Iteration 31Q: 3 clusters Score -73024.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73025.273438 Penalty: 655.577576
	Iteration 32Q: 3 clusters Score -73025.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73025.851562 Penalty: 655.577576
	Iteration 33Q: 3 clusters Score -73025.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73025.828125 Penalty: 655.577576
	Iteration 34Q: 3 clusters Score -73025.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73070.664062 Penalty: 655.577576
	Iteration 35F: 3 clusters Score -73070.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73144.195312 Penalty: 655.577576
	Iteration 36Q: 3 clusters Score -73144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -73165.812500 Penalty: 655.577576
	Iteration 37Q: 3 clusters Score -73165.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73166.757812 Penalty: 655.577576
	Iteration 38Q: 3 clusters Score -73166.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73166.992188 Penalty: 655.577576
	Iteration 39Q: 3 clusters Score -73166.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73166.992188 Penalty: 655.577576
	Iteration 40F: 3 clusters Score -73166.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Entering Unmasked Estep 
Score: -14068889.000000 Penalty: 42734.035156
Splitting cluster 36 changes total score from -14065381.000000 to -14068889.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 37 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -17171.373047 Penalty: 285.329987
	Iteration 0F: 2 clusters Score -17171.37 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 262 members 
Entering Unmasked Estep 
Score: -16742.351562 Penalty: 570.659973
	Iteration 0F: 3 clusters Score -16742.35 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17096.164062 Penalty: 570.659973
	Iteration 1F: 3 clusters Score -17096.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -17205.824219 Penalty: 570.659973
	Iteration 2F: 3 clusters Score -17205.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17260.314453 Penalty: 570.659973
	Iteration 3F: 3 clusters Score -17260.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17271.732422 Penalty: 570.659973
	Iteration 4Q: 3 clusters Score -17271.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17273.498047 Penalty: 570.659973
	Iteration 5Q: 3 clusters Score -17273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17275.035156 Penalty: 570.659973
	Iteration 6Q: 3 clusters Score -17275.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17275.333984 Penalty: 570.659973
	Iteration 7Q: 3 clusters Score -17275.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17275.333984 Penalty: 570.659973
	Iteration 8F: 3 clusters Score -17275.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 95983 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Entering Unmasked Estep 
Score: -14068712.000000 Penalty: 43296.324219
Splitting cluster 37 changes total score from -14065381.000000 to -14068712.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 38 (95983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95983 members 
Entering Unmasked Estep 
Score: -5987671.500000 Penalty: 521.972656
	Iteration 0F: 2 clusters Score -5987672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -5924318.000000 Penalty: 1043.945312
	Iteration 0F: 3 clusters Score -5924318 nChanged 46974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -5953847.000000 Penalty: 1043.945312
	Iteration 1F: 3 clusters Score -5953847 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -5955671.500000 Penalty: 1043.945312
	Iteration 2Q: 3 clusters Score -5955672 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -5958244.500000 Penalty: 1043.945312
	Iteration 3F: 3 clusters Score -5958244 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -5961974.500000 Penalty: 1043.945312
	Iteration 4F: 3 clusters Score -5961974 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -5966760.500000 Penalty: 1043.945312
	Iteration 5F: 3 clusters Score -5966760 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -5971550.500000 Penalty: 1043.945312
	Iteration 6F: 3 clusters Score -5971550 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -5974800.000000 Penalty: 1043.945312
	Iteration 7F: 3 clusters Score -5974800 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -5976748.500000 Penalty: 1043.945312
	Iteration 8Q: 3 clusters Score -5976748 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -5977982.500000 Penalty: 1043.945312
	Iteration 9Q: 3 clusters Score -5977982 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -5979012.000000 Penalty: 1043.945312
	Iteration 10Q: 3 clusters Score -5979012 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -5980001.000000 Penalty: 1043.945312
	Iteration 11Q: 3 clusters Score -5980001 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -5980960.000000 Penalty: 1043.945312
	Iteration 12Q: 3 clusters Score -5980960 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -5981872.500000 Penalty: 1043.945312
	Iteration 13Q: 3 clusters Score -5981872 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -5982621.500000 Penalty: 1043.945312
	Iteration 14Q: 3 clusters Score -5982622 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -5983395.000000 Penalty: 1043.945312
	Iteration 15Q: 3 clusters Score -5983395 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -5984110.000000 Penalty: 1043.945312
	Iteration 16Q: 3 clusters Score -5984110 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -5984792.000000 Penalty: 1043.945312
	Iteration 17Q: 3 clusters Score -5984792 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -5985416.000000 Penalty: 1043.945312
	Iteration 18Q: 3 clusters Score -5985416 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -5985969.000000 Penalty: 1043.945312
	Iteration 19Q: 3 clusters Score -5985969 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -5986406.000000 Penalty: 1043.945312
	Iteration 20F: 3 clusters Score -5986406 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -5986748.000000 Penalty: 1043.945312
	Iteration 21Q: 3 clusters Score -5986748 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -5986999.000000 Penalty: 1043.945312
	Iteration 22Q: 3 clusters Score -5986999 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -5987146.000000 Penalty: 1043.945312
	Iteration 23Q: 3 clusters Score -5987146 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -5987259.500000 Penalty: 1043.945312
	Iteration 24Q: 3 clusters Score -5987260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -5987310.000000 Penalty: 1043.945312
	Iteration 25Q: 3 clusters Score -5987310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -5987372.500000 Penalty: 1043.945312
	Iteration 26Q: 3 clusters Score -5987372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -5987417.500000 Penalty: 1043.945312
	Iteration 27Q: 3 clusters Score -5987418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -5987456.000000 Penalty: 1043.945312
	Iteration 28Q: 3 clusters Score -5987456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -5987488.000000 Penalty: 1043.945312
	Iteration 29Q: 3 clusters Score -5987488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -5987519.000000 Penalty: 1043.945312
	Iteration 30Q: 3 clusters Score -5987519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -5987552.500000 Penalty: 1043.945312
	Iteration 31Q: 3 clusters Score -5987552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -5987571.000000 Penalty: 1043.945312
	Iteration 32Q: 3 clusters Score -5987571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -5987586.500000 Penalty: 1043.945312
	Iteration 33Q: 3 clusters Score -5987586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -5987596.000000 Penalty: 1043.945312
	Iteration 34Q: 3 clusters Score -5987596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -5987605.500000 Penalty: 1043.945312
	Iteration 35Q: 3 clusters Score -5987606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -5987603.000000 Penalty: 1043.945312
	Iteration 36Q: 3 clusters Score -5987603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -5987608.500000 Penalty: 1043.945312
	Iteration 37Q: 3 clusters Score -5987608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -5987610.000000 Penalty: 1043.945312
	Iteration 38Q: 3 clusters Score -5987610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -5987606.500000 Penalty: 1043.945312
	Iteration 39Q: 3 clusters Score -5987606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -5987648.500000 Penalty: 1043.945312
	Iteration 40F: 3 clusters Score -5987648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
Score: -5987710.000000 Penalty: 1043.945312
	Iteration 41Q: 3 clusters Score -5987710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -5987739.000000 Penalty: 1043.945312
	Iteration 42Q: 3 clusters Score -5987739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -5987794.500000 Penalty: 1043.945312
	Iteration 43Q: 3 clusters Score -5987794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -5987837.500000 Penalty: 1043.945312
	Iteration 44Q: 3 clusters Score -5987838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -5987868.500000 Penalty: 1043.945312
	Iteration 45Q: 3 clusters Score -5987868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -5987891.000000 Penalty: 1043.945312
	Iteration 46Q: 3 clusters Score -5987891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -5987908.500000 Penalty: 1043.945312
	Iteration 47Q: 3 clusters Score -5987908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -5987920.500000 Penalty: 1043.945312
	Iteration 48Q: 3 clusters Score -5987920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -5987923.500000 Penalty: 1043.945312
	Iteration 49Q: 3 clusters Score -5987924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 95086 members 
Entering Unmasked Estep 
Score: -5987935.000000 Penalty: 1043.945312
	Iteration 50Q: 3 clusters Score -5987935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -5987939.500000 Penalty: 1043.945312
	Iteration 51Q: 3 clusters Score -5987940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -5987940.500000 Penalty: 1043.945312
	Iteration 52Q: 3 clusters Score -5987940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -5987934.500000 Penalty: 1043.945312
	Iteration 53Q: 3 clusters Score -5987934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -5987943.000000 Penalty: 1043.945312
	Iteration 54Q: 3 clusters Score -5987943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -5987944.500000 Penalty: 1043.945312
	Iteration 55Q: 3 clusters Score -5987944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -5987943.500000 Penalty: 1043.945312
	Iteration 56Q: 3 clusters Score -5987944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -5987943.000000 Penalty: 1043.945312
	Iteration 57Q: 3 clusters Score -5987943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -5987943.500000 Penalty: 1043.945312
	Iteration 58Q: 3 clusters Score -5987944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -5987951.000000 Penalty: 1043.945312
	Iteration 59F: 3 clusters Score -5987951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -5987958.500000 Penalty: 1043.945312
	Iteration 60F: 3 clusters Score -5987958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -5987981.000000 Penalty: 1043.945312
	Iteration 61Q: 3 clusters Score -5987981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 94985 members 
Entering Unmasked Estep 
Score: -5987988.000000 Penalty: 1043.945312
	Iteration 62Q: 3 clusters Score -5987988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -5987990.500000 Penalty: 1043.945312
	Iteration 63Q: 3 clusters Score -5987990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -5987995.000000 Penalty: 1043.945312
	Iteration 64Q: 3 clusters Score -5987995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -5988001.000000 Penalty: 1043.945312
	Iteration 65Q: 3 clusters Score -5988001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -5988017.500000 Penalty: 1043.945312
	Iteration 66Q: 3 clusters Score -5988018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -5988021.500000 Penalty: 1043.945312
	Iteration 67Q: 3 clusters Score -5988022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -5988020.500000 Penalty: 1043.945312
	Iteration 68Q: 3 clusters Score -5988020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -5988025.500000 Penalty: 1043.945312
	Iteration 69Q: 3 clusters Score -5988026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -5988030.500000 Penalty: 1043.945312
	Iteration 70Q: 3 clusters Score -5988030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -5988029.500000 Penalty: 1043.945312
	Iteration 71Q: 3 clusters Score -5988030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -5988028.000000 Penalty: 1043.945312
	Iteration 72Q: 3 clusters Score -5988028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -5988026.500000 Penalty: 1043.945312
	Iteration 73Q: 3 clusters Score -5988026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -5988026.500000 Penalty: 1043.945312
	Iteration 74Q: 3 clusters Score -5988026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -5988024.500000 Penalty: 1043.945312
	Iteration 75Q: 3 clusters Score -5988024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -5988029.000000 Penalty: 1043.945312
	Iteration 76Q: 3 clusters Score -5988029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -5988029.000000 Penalty: 1043.945312
	Iteration 77F: 3 clusters Score -5988029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Entering Unmasked Estep 
Score: -14069022.000000 Penalty: 43858.617188
Splitting cluster 38 changes total score from -14065381.000000 to -14069022.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 39 (2563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Entering Unmasked Estep 
Score: -203394.937500 Penalty: 357.126495
	Iteration 0F: 2 clusters Score -203394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -201561.109375 Penalty: 714.252991
	Iteration 0F: 3 clusters Score -201561.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -202214.921875 Penalty: 714.252991
	Iteration 1F: 3 clusters Score -202214.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -202293.062500 Penalty: 714.252991
	Iteration 2F: 3 clusters Score -202293.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -202365.968750 Penalty: 714.252991
	Iteration 3F: 3 clusters Score -202366 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -202460.703125 Penalty: 714.252991
	Iteration 4F: 3 clusters Score -202460.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -202575.812500 Penalty: 714.252991
	Iteration 5F: 3 clusters Score -202575.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -202659.984375 Penalty: 714.252991
	Iteration 6Q: 3 clusters Score -202660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -202716.921875 Penalty: 714.252991
	Iteration 7Q: 3 clusters Score -202716.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -202784.171875 Penalty: 714.252991
	Iteration 8Q: 3 clusters Score -202784.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -202846.640625 Penalty: 714.252991
	Iteration 9Q: 3 clusters Score -202846.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202917.421875 Penalty: 714.252991
	Iteration 10Q: 3 clusters Score -202917.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -202993.046875 Penalty: 714.252991
	Iteration 11Q: 3 clusters Score -202993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -203053.218750 Penalty: 714.252991
	Iteration 12Q: 3 clusters Score -203053.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -203123.359375 Penalty: 714.252991
	Iteration 13Q: 3 clusters Score -203123.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -203195.015625 Penalty: 714.252991
	Iteration 14Q: 3 clusters Score -203195 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -203296.734375 Penalty: 714.252991
	Iteration 15Q: 3 clusters Score -203296.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -203361.671875 Penalty: 714.252991
	Iteration 16Q: 3 clusters Score -203361.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -203399.921875 Penalty: 714.252991
	Iteration 17Q: 3 clusters Score -203399.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -203411.921875 Penalty: 714.252991
	Iteration 18Q: 3 clusters Score -203411.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -203419.281250 Penalty: 714.252991
	Iteration 19Q: 3 clusters Score -203419.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -203424.046875 Penalty: 714.252991
	Iteration 20F: 3 clusters Score -203424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -203427.109375 Penalty: 714.252991
	Iteration 21Q: 3 clusters Score -203427.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -203428.875000 Penalty: 714.252991
	Iteration 22Q: 3 clusters Score -203428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -203430.734375 Penalty: 714.252991
	Iteration 23Q: 3 clusters Score -203430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -203431.640625 Penalty: 714.252991
	Iteration 24Q: 3 clusters Score -203431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -203431.828125 Penalty: 714.252991
	Iteration 25Q: 3 clusters Score -203431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -203431.828125 Penalty: 714.252991
	Iteration 26F: 3 clusters Score -203431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Entering Unmasked Estep 
Score: -14068879.000000 Penalty: 44420.906250
Splitting cluster 39 changes total score from -14065381.000000 to -14068879.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -64379.433594 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -64379.43 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 568 members 
Entering Unmasked Estep 
Score: -63565.824219 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -63565.82 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -64142.824219 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -64142.82 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64249.101562 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -64249.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -64303.835938 Penalty: 637.444275
	Iteration 3F: 3 clusters Score -64303.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -64341.875000 Penalty: 637.444275
	Iteration 4Q: 3 clusters Score -64341.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -64375.007812 Penalty: 637.444275
	Iteration 5Q: 3 clusters Score -64375.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -64402.718750 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -64402.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -64426.652344 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -64426.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -64440.750000 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -64440.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -64449.812500 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -64449.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -64460.941406 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -64460.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -64469.859375 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -64469.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -64471.753906 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -64471.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -64475.339844 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -64475.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -64478.640625 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -64478.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -64479.558594 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -64479.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -64481.046875 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -64481.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -64484.261719 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -64484.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -64486.640625 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -64486.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -64489.207031 Penalty: 637.444275
	Iteration 19Q: 3 clusters Score -64489.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -64489.714844 Penalty: 637.444275
	Iteration 20F: 3 clusters Score -64489.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -64490.109375 Penalty: 637.444275
	Iteration 21Q: 3 clusters Score -64490.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -64490.722656 Penalty: 637.444275
	Iteration 22Q: 3 clusters Score -64490.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -64492.531250 Penalty: 637.444275
	Iteration 23Q: 3 clusters Score -64492.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -64495.031250 Penalty: 637.444275
	Iteration 24Q: 3 clusters Score -64495.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -64501.496094 Penalty: 637.444275
	Iteration 25Q: 3 clusters Score -64501.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -64509.496094 Penalty: 637.444275
	Iteration 26Q: 3 clusters Score -64509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -64511.457031 Penalty: 637.444275
	Iteration 27Q: 3 clusters Score -64511.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -64519.312500 Penalty: 637.444275
	Iteration 28Q: 3 clusters Score -64519.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -64523.812500 Penalty: 637.444275
	Iteration 29Q: 3 clusters Score -64523.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -64526.031250 Penalty: 637.444275
	Iteration 30Q: 3 clusters Score -64526.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -64528.671875 Penalty: 637.444275
	Iteration 31Q: 3 clusters Score -64528.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -64532.210938 Penalty: 637.444275
	Iteration 32Q: 3 clusters Score -64532.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -64533.324219 Penalty: 637.444275
	Iteration 33Q: 3 clusters Score -64533.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -64536.292969 Penalty: 637.444275
	Iteration 34Q: 3 clusters Score -64536.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -64552.246094 Penalty: 637.444275
	Iteration 35Q: 3 clusters Score -64552.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -64583.636719 Penalty: 637.444275
	Iteration 36Q: 3 clusters Score -64583.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -64622.222656 Penalty: 637.444275
	Iteration 37Q: 3 clusters Score -64622.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -64643.914062 Penalty: 637.444275
	Iteration 38Q: 3 clusters Score -64643.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -64654.601562 Penalty: 637.444275
	Iteration 39Q: 3 clusters Score -64654.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64668.414062 Penalty: 637.444275
	Iteration 40F: 3 clusters Score -64668.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -64677.589844 Penalty: 637.444275
	Iteration 41Q: 3 clusters Score -64677.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -64682.300781 Penalty: 637.444275
	Iteration 42Q: 3 clusters Score -64682.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -64691.210938 Penalty: 637.444275
	Iteration 43Q: 3 clusters Score -64691.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -64697.468750 Penalty: 637.444275
	Iteration 44Q: 3 clusters Score -64697.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -64704.316406 Penalty: 637.444275
	Iteration 45Q: 3 clusters Score -64704.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -64711.335938 Penalty: 637.444275
	Iteration 46Q: 3 clusters Score -64711.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -64717.253906 Penalty: 637.444275
	Iteration 47Q: 3 clusters Score -64717.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -64722.515625 Penalty: 637.444275
	Iteration 48Q: 3 clusters Score -64722.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -64725.667969 Penalty: 637.444275
	Iteration 49Q: 3 clusters Score -64725.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -64729.246094 Penalty: 637.444275
	Iteration 50Q: 3 clusters Score -64729.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -64733.824219 Penalty: 637.444275
	Iteration 51Q: 3 clusters Score -64733.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -64739.582031 Penalty: 637.444275
	Iteration 52Q: 3 clusters Score -64739.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -64747.476562 Penalty: 637.444275
	Iteration 53Q: 3 clusters Score -64747.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -64760.472656 Penalty: 637.444275
	Iteration 54Q: 3 clusters Score -64760.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -64779.312500 Penalty: 637.444275
	Iteration 55Q: 3 clusters Score -64779.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -64788.941406 Penalty: 637.444275
	Iteration 56Q: 3 clusters Score -64788.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -64801.761719 Penalty: 637.444275
	Iteration 57Q: 3 clusters Score -64801.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -64816.714844 Penalty: 637.444275
	Iteration 58Q: 3 clusters Score -64816.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64833.808594 Penalty: 637.444275
	Iteration 59Q: 3 clusters Score -64833.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -64847.199219 Penalty: 637.444275
	Iteration 60F: 3 clusters Score -64847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -64855.148438 Penalty: 637.444275
	Iteration 61Q: 3 clusters Score -64855.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -64857.429688 Penalty: 637.444275
	Iteration 62Q: 3 clusters Score -64857.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -64875.265625 Penalty: 637.444275
	Iteration 63Q: 3 clusters Score -64875.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -64886.882812 Penalty: 637.444275
	Iteration 64Q: 3 clusters Score -64886.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -64887.750000 Penalty: 637.444275
	Iteration 65Q: 3 clusters Score -64887.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -64888.417969 Penalty: 637.444275
	Iteration 66Q: 3 clusters Score -64888.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -64888.898438 Penalty: 637.444275
	Iteration 67Q: 3 clusters Score -64888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -64888.898438 Penalty: 637.444275
	Iteration 68F: 3 clusters Score -64888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 731 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Entering Unmasked Estep 
Score: -14069143.000000 Penalty: 44983.195312
Splitting cluster 40 changes total score from -14065381.000000 to -14069143.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 41 (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: -52630.355469 Penalty: 300.045807
	Iteration 0F: 2 clusters Score -52630.36 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 353 members 
Entering Unmasked Estep 
Score: -51999.406250 Penalty: 600.091614
	Iteration 0F: 3 clusters Score -51999.41 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52294.769531 Penalty: 600.091614
	Iteration 1F: 3 clusters Score -52294.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52429.472656 Penalty: 600.091614
	Iteration 2F: 3 clusters Score -52429.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52512.140625 Penalty: 600.091614
	Iteration 3F: 3 clusters Score -52512.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52560.648438 Penalty: 600.091614
	Iteration 4F: 3 clusters Score -52560.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52609.648438 Penalty: 600.091614
	Iteration 5Q: 3 clusters Score -52609.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52670.191406 Penalty: 600.091614
	Iteration 6Q: 3 clusters Score -52670.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52707.898438 Penalty: 600.091614
	Iteration 7Q: 3 clusters Score -52707.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52749.839844 Penalty: 600.091614
	Iteration 8Q: 3 clusters Score -52749.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52788.531250 Penalty: 600.091614
	Iteration 9Q: 3 clusters Score -52788.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52830.031250 Penalty: 600.091614
	Iteration 10Q: 3 clusters Score -52830.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52904.761719 Penalty: 600.091614
	Iteration 11Q: 3 clusters Score -52904.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53017.875000 Penalty: 600.091614
	Iteration 12F: 3 clusters Score -53017.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53081.453125 Penalty: 600.091614
	Iteration 13Q: 3 clusters Score -53081.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53132.988281 Penalty: 600.091614
	Iteration 14Q: 3 clusters Score -53132.99 nChanged 25
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: -53195.773438 Penalty: 600.091614
	Iteration 15Q: 3 clusters Score -53195.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -53261.808594 Penalty: 600.091614
	Iteration 16Q: 3 clusters Score -53261.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53310.566406 Penalty: 600.091614
	Iteration 17Q: 3 clusters Score -53310.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53317.394531 Penalty: 600.091614
	Iteration 18Q: 3 clusters Score -53317.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53317.394531 Penalty: 600.091614
	Iteration 19F: 3 clusters Score -53317.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 341 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Entering Unmasked Estep 
Score: -14069574.000000 Penalty: 45545.484375
Splitting cluster 41 changes total score from -14065381.000000 to -14069574.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 42 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -31271.007812 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -31271.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30811.697266 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -30811.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30908.179688 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -30908.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30937.564453 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -30937.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30965.582031 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -30965.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30979.488281 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -30979.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30994.919922 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -30994.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31003.619141 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -31003.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31009.664062 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -31009.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31018.396484 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -31018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31023.226562 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -31023.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31025.115234 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -31025.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31028.275391 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -31028.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31031.781250 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -31031.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31040.257812 Penalty: 558.925415
	Iteration 13Q: 3 clusters Score -31040.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31044.994141 Penalty: 558.925415
	Iteration 14Q: 3 clusters Score -31044.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31048.500000 Penalty: 558.925415
	Iteration 15Q: 3 clusters Score -31048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31052.224609 Penalty: 558.925415
	Iteration 16Q: 3 clusters Score -31052.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31054.705078 Penalty: 558.925415
	Iteration 17Q: 3 clusters Score -31054.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31057.003906 Penalty: 558.925415
	Iteration 18Q: 3 clusters Score -31057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31059.802734 Penalty: 558.925415
	Iteration 19Q: 3 clusters Score -31059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31062.847656 Penalty: 558.925415
	Iteration 20F: 3 clusters Score -31062.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31064.363281 Penalty: 558.925415
	Iteration 21Q: 3 clusters Score -31064.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31065.919922 Penalty: 558.925415
	Iteration 22Q: 3 clusters Score -31065.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31067.169922 Penalty: 558.925415
	Iteration 23Q: 3 clusters Score -31067.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31067.541016 Penalty: 558.925415
	Iteration 24Q: 3 clusters Score -31067.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31068.302734 Penalty: 558.925415
	Iteration 25Q: 3 clusters Score -31068.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31068.302734 Penalty: 558.925415
	Iteration 26F: 3 clusters Score -31068.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5931.393555 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5931.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5724.869629 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -5724.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5764.985352 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5764.985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5781.697266 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -5781.697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5785.970215 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -5785.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5785.970215 Penalty: 416.298676
	Iteration 4F: 3 clusters Score -5785.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -12716.522461 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -12716.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12389.077148 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -12389.08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12633.719727 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -12633.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12767.253906 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -12767.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12866.376953 Penalty: 530.701294
	Iteration 3F: 3 clusters Score -12866.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12954.560547 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -12954.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13080.066406 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -13080.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13152.146484 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -13152.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13235.085938 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -13235.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13291.500000 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -13291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13298.245117 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -13298.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13316.235352 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -13316.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13355.425781 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -13355.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13440.342773 Penalty: 530.701294
	Iteration 12Q: 3 clusters Score -13440.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13534.316406 Penalty: 530.701294
	Iteration 13Q: 3 clusters Score -13534.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13566.479492 Penalty: 530.701294
	Iteration 14Q: 3 clusters Score -13566.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13582.755859 Penalty: 530.701294
	Iteration 15F: 3 clusters Score -13582.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13634.255859 Penalty: 530.701294
	Iteration 16Q: 3 clusters Score -13634.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13664.948242 Penalty: 530.701294
	Iteration 17Q: 3 clusters Score -13664.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13677.534180 Penalty: 530.701294
	Iteration 18Q: 3 clusters Score -13677.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13692.283203 Penalty: 530.701294
	Iteration 19Q: 3 clusters Score -13692.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13712.265625 Penalty: 530.701294
	Iteration 20F: 3 clusters Score -13712.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13728.446289 Penalty: 530.701294
	Iteration 21Q: 3 clusters Score -13728.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13739.682617 Penalty: 530.701294
	Iteration 22Q: 3 clusters Score -13739.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13743.341797 Penalty: 530.701294
	Iteration 23Q: 3 clusters Score -13743.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13744.626953 Penalty: 530.701294
	Iteration 24Q: 3 clusters Score -13744.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13744.626953 Penalty: 530.701294
	Iteration 25F: 3 clusters Score -13744.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 248 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Entering Unmasked Estep 
Score: -14070317.000000 Penalty: 46107.777344
Splitting cluster 44 changes total score from -14065381.000000 to -14070317.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 45 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -14430.438477 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -14430.44 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 132 members 
Entering Unmasked Estep 
Score: -14077.281250 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -14077.28 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14166.373047 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -14166.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14192.212891 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -14192.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14208.667969 Penalty: 514.376526
	Iteration 3Q: 3 clusters Score -14208.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14221.487305 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -14221.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14230.395508 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -14230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14233.539062 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -14233.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14234.916016 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -14234.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14234.916016 Penalty: 514.376526
	Iteration 8F: 3 clusters Score -14234.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -9970.444336 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -9970.444 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 68 members 
Entering Unmasked Estep 
Score: -9735.430664 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -9735.431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9807.118164 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -9807.118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9824.314453 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -9824.314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -9840.318359 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -9840.318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9841.203125 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -9841.203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9841.203125 Penalty: 457.769867
	Iteration 5F: 3 clusters Score -9841.203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -29523.449219 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -29523.45 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 264 members 
Entering Unmasked Estep 
Score: -29048.537109 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -29048.54 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29192.830078 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -29192.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29242.039062 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -29242.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29281.630859 Penalty: 565.892639
	Iteration 3F: 3 clusters Score -29281.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29319.503906 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -29319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29358.472656 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -29358.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -29383.052734 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -29383.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -29390.052734 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -29390.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29393.472656 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -29393.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29397.503906 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -29397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29400.208984 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -29400.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29400.876953 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -29400.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29400.876953 Penalty: 565.892639
	Iteration 12F: 3 clusters Score -29400.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -12890.855469 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -12890.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12598.148438 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -12598.15 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12746.037109 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -12746.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12787.001953 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -12787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12801.935547 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -12801.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12836.211914 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -12836.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12853.632812 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -12853.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12877.512695 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -12877.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12901.763672 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -12901.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12923.525391 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -12923.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12947.753906 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -12947.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12960.688477 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -12960.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12965.665039 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -12965.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12966.817383 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -12966.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12967.750977 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -12967.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12967.750977 Penalty: 501.722015
	Iteration 14F: 3 clusters Score -12967.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 237 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Entering Unmasked Estep 
Score: -14070090.000000 Penalty: 46670.066406
Splitting cluster 48 changes total score from -14065381.000000 to -14070090.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 49 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -12033.275391 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -12033.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11721.641602 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -11721.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11825.541992 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -11825.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11924.086914 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -11924.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12009.693359 Penalty: 497.593475
	Iteration 3F: 3 clusters Score -12009.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12080.797852 Penalty: 497.593475
	Iteration 4F: 3 clusters Score -12080.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12118.242188 Penalty: 497.593475
	Iteration 5F: 3 clusters Score -12118.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12127.436523 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -12127.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12136.604492 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -12136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12142.991211 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -12142.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12144.771484 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -12144.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12144.771484 Penalty: 497.593475
	Iteration 10F: 3 clusters Score -12144.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Entering Unmasked Estep 
Score: -14069890.000000 Penalty: 47232.355469
Splitting cluster 49 changes total score from -14065381.000000 to -14069890.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 50 (71 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Entering Unmasked Estep 
Score: -3418.862305 Penalty: 193.951935
	Iteration 0F: 2 clusters Score -3418.862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3247.833984 Penalty: 387.903870
	Iteration 0F: 3 clusters Score -3247.834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3281.271484 Penalty: 387.903870
	Iteration 1F: 3 clusters Score -3281.271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3295.623535 Penalty: 387.903870
	Iteration 2Q: 3 clusters Score -3295.624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3302.135254 Penalty: 387.903870
	Iteration 3Q: 3 clusters Score -3302.135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3310.277588 Penalty: 387.903870
	Iteration 4Q: 3 clusters Score -3310.278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3310.277588 Penalty: 387.903870
	Iteration 5F: 3 clusters Score -3310.278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -58327.285156 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -58327.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -57693.632812 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -57693.63 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58467.832031 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -58467.83 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58661.441406 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -58661.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58811.199219 Penalty: 624.129395
	Iteration 3F: 3 clusters Score -58811.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58892.726562 Penalty: 624.129395
	Iteration 4Q: 3 clusters Score -58892.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58941.601562 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -58941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58981.398438 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -58981.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59022.550781 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -59022.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59098.261719 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -59098.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59173.546875 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -59173.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59190.906250 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -59190.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59197.039062 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -59197.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -59200.015625 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -59200.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -59201.398438 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -59201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -59201.398438 Penalty: 624.129395
	Iteration 14F: 3 clusters Score -59201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 516 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Mstep: Class 85 contains 430 members 
Entering Unmasked Estep 
Score: -14070529.000000 Penalty: 47794.644531
Splitting cluster 51 changes total score from -14065381.000000 to -14070529.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 52 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -72492.992188 Penalty: 319.377991
	Iteration 0F: 2 clusters Score -72492.99 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 538 members 
Entering Unmasked Estep 
Score: -71623.226562 Penalty: 638.755981
	Iteration 0F: 3 clusters Score -71623.23 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71876.210938 Penalty: 638.755981
	Iteration 1F: 3 clusters Score -71876.21 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71924.601562 Penalty: 638.755981
	Iteration 2F: 3 clusters Score -71924.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71957.914062 Penalty: 638.755981
	Iteration 3F: 3 clusters Score -71957.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71996.445312 Penalty: 638.755981
	Iteration 4Q: 3 clusters Score -71996.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72037.953125 Penalty: 638.755981
	Iteration 5F: 3 clusters Score -72037.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72089.632812 Penalty: 638.755981
	Iteration 6F: 3 clusters Score -72089.63 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72136.492188 Penalty: 638.755981
	Iteration 7F: 3 clusters Score -72136.49 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72185.414062 Penalty: 638.755981
	Iteration 8Q: 3 clusters Score -72185.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -72225.890625 Penalty: 638.755981
	Iteration 9Q: 3 clusters Score -72225.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -72251.156250 Penalty: 638.755981
	Iteration 10Q: 3 clusters Score -72251.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -72280.531250 Penalty: 638.755981
	Iteration 11Q: 3 clusters Score -72280.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -72292.320312 Penalty: 638.755981
	Iteration 12Q: 3 clusters Score -72292.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -72306.273438 Penalty: 638.755981
	Iteration 13Q: 3 clusters Score -72306.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -72319.242188 Penalty: 638.755981
	Iteration 14Q: 3 clusters Score -72319.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -72321.312500 Penalty: 638.755981
	Iteration 15Q: 3 clusters Score -72321.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -72321.757812 Penalty: 638.755981
	Iteration 16Q: 3 clusters Score -72321.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -72322.406250 Penalty: 638.755981
	Iteration 17Q: 3 clusters Score -72322.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -72323.007812 Penalty: 638.755981
	Iteration 18Q: 3 clusters Score -72323.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -72323.125000 Penalty: 638.755981
	Iteration 19Q: 3 clusters Score -72323.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -72323.125000 Penalty: 638.755981
	Iteration 20F: 3 clusters Score -72323.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -29501.097656 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -29501.1 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 249 members 
Entering Unmasked Estep 
Score: -29040.556641 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -29040.56 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29384.349609 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -29384.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29544.646484 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -29544.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29666.748047 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -29666.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29703.251953 Penalty: 568.395691
	Iteration 4F: 3 clusters Score -29703.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29721.597656 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -29721.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29741.900391 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -29741.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29777.632812 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -29777.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29816.957031 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -29816.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29852.292969 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -29852.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29872.947266 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -29872.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29904.873047 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -29904.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29940.804688 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -29940.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29980.738281 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -29980.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30068.228516 Penalty: 568.395691
	Iteration 14Q: 3 clusters Score -30068.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30194.652344 Penalty: 568.395691
	Iteration 15Q: 3 clusters Score -30194.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30201.996094 Penalty: 568.395691
	Iteration 16Q: 3 clusters Score -30202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30204.423828 Penalty: 568.395691
	Iteration 17Q: 3 clusters Score -30204.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30204.423828 Penalty: 568.395691
	Iteration 18F: 3 clusters Score -30204.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 570 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Mstep: Class 85 contains 430 members 
Mstep: Class 86 contains 338 members 
Entering Unmasked Estep 
Score: -14070957.000000 Penalty: 48356.933594
Splitting cluster 53 changes total score from -14065381.000000 to -14070957.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 54 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -39651.441406 Penalty: 288.726440
	Iteration 0F: 2 clusters Score -39651.44 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 289 members 
Entering Unmasked Estep 
Score: -39127.835938 Penalty: 577.452881
	Iteration 0F: 3 clusters Score -39127.84 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39375.648438 Penalty: 577.452881
	Iteration 1F: 3 clusters Score -39375.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39489.316406 Penalty: 577.452881
	Iteration 2F: 3 clusters Score -39489.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39545.156250 Penalty: 577.452881
	Iteration 3F: 3 clusters Score -39545.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39587.226562 Penalty: 577.452881
	Iteration 4F: 3 clusters Score -39587.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39626.152344 Penalty: 577.452881
	Iteration 5F: 3 clusters Score -39626.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39677.726562 Penalty: 577.452881
	Iteration 6Q: 3 clusters Score -39677.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39725.253906 Penalty: 577.452881
	Iteration 7Q: 3 clusters Score -39725.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39775.433594 Penalty: 577.452881
	Iteration 8Q: 3 clusters Score -39775.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39787.816406 Penalty: 577.452881
	Iteration 9Q: 3 clusters Score -39787.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39793.562500 Penalty: 577.452881
	Iteration 10Q: 3 clusters Score -39793.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39795.734375 Penalty: 577.452881
	Iteration 11Q: 3 clusters Score -39795.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39795.734375 Penalty: 577.452881
	Iteration 12F: 3 clusters Score -39795.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 327 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Mstep: Class 85 contains 430 members 
Mstep: Class 86 contains 338 members 
Mstep: Class 87 contains 243 members 
Entering Unmasked Estep 
Score: -14070827.000000 Penalty: 48919.226562
Splitting cluster 54 changes total score from -14065381.000000 to -14070827.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 55 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -24173.978516 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -24173.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23821.968750 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -23821.97 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24045.615234 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -24045.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24105.890625 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -24105.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24134.632812 Penalty: 545.223267
	Iteration 3F: 3 clusters Score -24134.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24146.630859 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -24146.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24153.005859 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -24153.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24158.984375 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -24158.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24166.957031 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -24166.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -24174.433594 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -24174.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -24185.904297 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -24185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -24188.345703 Penalty: 545.223267
	Iteration 10Q: 3 clusters Score -24188.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -24191.000000 Penalty: 545.223267
	Iteration 11Q: 3 clusters Score -24191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24193.285156 Penalty: 545.223267
	Iteration 12Q: 3 clusters Score -24193.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -24196.246094 Penalty: 545.223267
	Iteration 13Q: 3 clusters Score -24196.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -24196.771484 Penalty: 545.223267
	Iteration 14Q: 3 clusters Score -24196.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -24198.150391 Penalty: 545.223267
	Iteration 15Q: 3 clusters Score -24198.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24199.986328 Penalty: 545.223267
	Iteration 16Q: 3 clusters Score -24199.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -24200.435547 Penalty: 545.223267
	Iteration 17Q: 3 clusters Score -24200.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -24200.435547 Penalty: 545.223267
	Iteration 18F: 3 clusters Score -24200.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 327 members 
Mstep: Class 55 contains 34 members 
Mstep: Class 56 contains 563 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Mstep: Class 85 contains 430 members 
Mstep: Class 86 contains 338 members 
Mstep: Class 87 contains 243 members 
Mstep: Class 88 contains 366 members 
Entering Unmasked Estep 
Score: -14070568.000000 Penalty: 49481.515625
Splitting cluster 55 changes total score from -14065381.000000 to -14070568.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 56 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -27915.333984 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -27915.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27400.416016 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -27400.42 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -27572.054688 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -27572.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27622.394531 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -27622.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27655.052734 Penalty: 576.328430
	Iteration 3F: 3 clusters Score -27655.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27714.175781 Penalty: 576.328430
	Iteration 4F: 3 clusters Score -27714.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27799.570312 Penalty: 576.328430
	Iteration 5F: 3 clusters Score -27799.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27927.271484 Penalty: 576.328430
	Iteration 6F: 3 clusters Score -27927.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28086.939453 Penalty: 576.328430
	Iteration 7F: 3 clusters Score -28086.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28340.429688 Penalty: 576.328430
	Iteration 8F: 3 clusters Score -28340.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28459.574219 Penalty: 576.328430
	Iteration 9F: 3 clusters Score -28459.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28503.929688 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -28503.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28521.808594 Penalty: 576.328430
	Iteration 11Q: 3 clusters Score -28521.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28548.640625 Penalty: 576.328430
	Iteration 12Q: 3 clusters Score -28548.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28569.574219 Penalty: 576.328430
	Iteration 13Q: 3 clusters Score -28569.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28587.226562 Penalty: 576.328430
	Iteration 14Q: 3 clusters Score -28587.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28593.273438 Penalty: 576.328430
	Iteration 15Q: 3 clusters Score -28593.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28600.351562 Penalty: 576.328430
	Iteration 16Q: 3 clusters Score -28600.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28603.361328 Penalty: 576.328430
	Iteration 17Q: 3 clusters Score -28603.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28610.861328 Penalty: 576.328430
	Iteration 18Q: 3 clusters Score -28610.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28612.150391 Penalty: 576.328430
	Iteration 19F: 3 clusters Score -28612.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28617.867188 Penalty: 576.328430
	Iteration 20F: 3 clusters Score -28617.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 327 members 
Mstep: Class 55 contains 34 members 
Mstep: Class 56 contains 275 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 698 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Mstep: Class 85 contains 430 members 
Mstep: Class 86 contains 338 members 
Mstep: Class 87 contains 243 members 
Mstep: Class 88 contains 366 members 
Mstep: Class 89 contains 288 members 
Entering Unmasked Estep 
Score: -14070994.000000 Penalty: 50043.804688
Splitting cluster 56 changes total score from -14065381.000000 to -14070994.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 57 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -74854.937500 Penalty: 324.746185
	Iteration 0F: 2 clusters Score -74854.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73867.960938 Penalty: 649.492371
	Iteration 0F: 3 clusters Score -73867.96 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -74151.593750 Penalty: 649.492371
	Iteration 1F: 3 clusters Score -74151.59 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -74231.187500 Penalty: 649.492371
	Iteration 2F: 3 clusters Score -74231.19 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74281.625000 Penalty: 649.492371
	Iteration 3F: 3 clusters Score -74281.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74322.953125 Penalty: 649.492371
	Iteration 4F: 3 clusters Score -74322.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74348.101562 Penalty: 649.492371
	Iteration 5Q: 3 clusters Score -74348.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74375.960938 Penalty: 649.492371
	Iteration 6Q: 3 clusters Score -74375.96 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74414.007812 Penalty: 649.492371
	Iteration 7Q: 3 clusters Score -74414.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74456.609375 Penalty: 649.492371
	Iteration 8Q: 3 clusters Score -74456.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74487.445312 Penalty: 649.492371
	Iteration 9Q: 3 clusters Score -74487.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74500.375000 Penalty: 649.492371
	Iteration 10Q: 3 clusters Score -74500.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74509.695312 Penalty: 649.492371
	Iteration 11Q: 3 clusters Score -74509.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74517.078125 Penalty: 649.492371
	Iteration 12Q: 3 clusters Score -74517.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -74522.601562 Penalty: 649.492371
	Iteration 13Q: 3 clusters Score -74522.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74531.656250 Penalty: 649.492371
	Iteration 14Q: 3 clusters Score -74531.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -74538.601562 Penalty: 649.492371
	Iteration 15Q: 3 clusters Score -74538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -74544.500000 Penalty: 649.492371
	Iteration 16Q: 3 clusters Score -74544.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -74552.117188 Penalty: 649.492371
	Iteration 17Q: 3 clusters Score -74552.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -74557.953125 Penalty: 649.492371
	Iteration 18Q: 3 clusters Score -74557.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -74564.148438 Penalty: 649.492371
	Iteration 19Q: 3 clusters Score -74564.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -74569.648438 Penalty: 649.492371
	Iteration 20F: 3 clusters Score -74569.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -74572.789062 Penalty: 649.492371
	Iteration 21Q: 3 clusters Score -74572.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -74576.148438 Penalty: 649.492371
	Iteration 22Q: 3 clusters Score -74576.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -74578.882812 Penalty: 649.492371
	Iteration 23Q: 3 clusters Score -74578.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -74584.890625 Penalty: 649.492371
	Iteration 24Q: 3 clusters Score -74584.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -74589.187500 Penalty: 649.492371
	Iteration 25Q: 3 clusters Score -74589.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -74589.765625 Penalty: 649.492371
	Iteration 26Q: 3 clusters Score -74589.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -74589.968750 Penalty: 649.492371
	Iteration 27Q: 3 clusters Score -74589.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -74589.968750 Penalty: 649.492371
	Iteration 28F: 3 clusters Score -74589.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -52263.605469 Penalty: 297.943970
	Iteration 0F: 2 clusters Score -52263.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51645.539062 Penalty: 595.887939
	Iteration 0F: 3 clusters Score -51645.54 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51867.007812 Penalty: 595.887939
	Iteration 1F: 3 clusters Score -51867.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51966.468750 Penalty: 595.887939
	Iteration 2F: 3 clusters Score -51966.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52032.531250 Penalty: 595.887939
	Iteration 3F: 3 clusters Score -52032.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52066.003906 Penalty: 595.887939
	Iteration 4Q: 3 clusters Score -52066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52110.109375 Penalty: 595.887939
	Iteration 5Q: 3 clusters Score -52110.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52142.335938 Penalty: 595.887939
	Iteration 6Q: 3 clusters Score -52142.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52166.871094 Penalty: 595.887939
	Iteration 7Q: 3 clusters Score -52166.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52226.250000 Penalty: 595.887939
	Iteration 8Q: 3 clusters Score -52226.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52299.851562 Penalty: 595.887939
	Iteration 9Q: 3 clusters Score -52299.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52356.812500 Penalty: 595.887939
	Iteration 10Q: 3 clusters Score -52356.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52384.691406 Penalty: 595.887939
	Iteration 11Q: 3 clusters Score -52384.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52386.800781 Penalty: 595.887939
	Iteration 12Q: 3 clusters Score -52386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52388.988281 Penalty: 595.887939
	Iteration 13Q: 3 clusters Score -52388.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52388.988281 Penalty: 595.887939
	Iteration 14F: 3 clusters Score -52388.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 327 members 
Mstep: Class 55 contains 34 members 
Mstep: Class 56 contains 275 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 358 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 1419 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Mstep: Class 85 contains 430 members 
Mstep: Class 86 contains 338 members 
Mstep: Class 87 contains 243 members 
Mstep: Class 88 contains 366 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 340 members 
Entering Unmasked Estep 
Score: -14070853.000000 Penalty: 50606.093750
Splitting cluster 58 changes total score from -14065381.000000 to -14070853.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 59 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -61783.613281 Penalty: 320.384247
	Iteration 0F: 2 clusters Score -61783.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60881.804688 Penalty: 640.768494
	Iteration 0F: 3 clusters Score -60881.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -61173.093750 Penalty: 640.768494
	Iteration 1F: 3 clusters Score -61173.09 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -61246.121094 Penalty: 640.768494
	Iteration 2F: 3 clusters Score -61246.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -61275.925781 Penalty: 640.768494
	Iteration 3F: 3 clusters Score -61275.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -61307.898438 Penalty: 640.768494
	Iteration 4Q: 3 clusters Score -61307.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61332.617188 Penalty: 640.768494
	Iteration 5Q: 3 clusters Score -61332.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -61363.355469 Penalty: 640.768494
	Iteration 6Q: 3 clusters Score -61363.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61383.695312 Penalty: 640.768494
	Iteration 7Q: 3 clusters Score -61383.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -61403.898438 Penalty: 640.768494
	Iteration 8Q: 3 clusters Score -61403.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -61421.378906 Penalty: 640.768494
	Iteration 9Q: 3 clusters Score -61421.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61439.765625 Penalty: 640.768494
	Iteration 10Q: 3 clusters Score -61439.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61460.484375 Penalty: 640.768494
	Iteration 11Q: 3 clusters Score -61460.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61476.843750 Penalty: 640.768494
	Iteration 12Q: 3 clusters Score -61476.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61488.519531 Penalty: 640.768494
	Iteration 13Q: 3 clusters Score -61488.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61496.921875 Penalty: 640.768494
	Iteration 14Q: 3 clusters Score -61496.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61502.128906 Penalty: 640.768494
	Iteration 15Q: 3 clusters Score -61502.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61506.371094 Penalty: 640.768494
	Iteration 16Q: 3 clusters Score -61506.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61508.085938 Penalty: 640.768494
	Iteration 17Q: 3 clusters Score -61508.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61511.046875 Penalty: 640.768494
	Iteration 18Q: 3 clusters Score -61511.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61513.320312 Penalty: 640.768494
	Iteration 19Q: 3 clusters Score -61513.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61516.128906 Penalty: 640.768494
	Iteration 20F: 3 clusters Score -61516.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61520.324219 Penalty: 640.768494
	Iteration 21Q: 3 clusters Score -61520.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61524.515625 Penalty: 640.768494
	Iteration 22Q: 3 clusters Score -61524.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61529.054688 Penalty: 640.768494
	Iteration 23Q: 3 clusters Score -61529.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61531.054688 Penalty: 640.768494
	Iteration 24Q: 3 clusters Score -61531.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61532.218750 Penalty: 640.768494
	Iteration 25Q: 3 clusters Score -61532.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61532.816406 Penalty: 640.768494
	Iteration 26Q: 3 clusters Score -61532.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61532.843750 Penalty: 640.768494
	Iteration 27Q: 3 clusters Score -61532.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61533.082031 Penalty: 640.768494
	Iteration 28Q: 3 clusters Score -61533.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61534.675781 Penalty: 640.768494
	Iteration 29Q: 3 clusters Score -61534.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61536.265625 Penalty: 640.768494
	Iteration 30Q: 3 clusters Score -61536.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61537.632812 Penalty: 640.768494
	Iteration 31Q: 3 clusters Score -61537.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61538.007812 Penalty: 640.768494
	Iteration 32Q: 3 clusters Score -61538.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61539.339844 Penalty: 640.768494
	Iteration 33Q: 3 clusters Score -61539.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61541.378906 Penalty: 640.768494
	Iteration 34Q: 3 clusters Score -61541.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61543.097656 Penalty: 640.768494
	Iteration 35Q: 3 clusters Score -61543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61543.441406 Penalty: 640.768494
	Iteration 36Q: 3 clusters Score -61543.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61544.257812 Penalty: 640.768494
	Iteration 37Q: 3 clusters Score -61544.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61544.492188 Penalty: 640.768494
	Iteration 38Q: 3 clusters Score -61544.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61544.492188 Penalty: 640.768494
	Iteration 39F: 3 clusters Score -61544.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -2056.938721 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -2056.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -1968.151733 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1968.152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -9091.984375 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -9091.984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8826.639648 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -8826.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8881.559570 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -8881.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8899.663086 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -8899.663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8907.088867 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -8907.089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8908.863281 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -8908.863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8908.863281 Penalty: 469.995514
	Iteration 5F: 3 clusters Score -8908.863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -76167.304688 Penalty: 330.225708
	Iteration 0F: 2 clusters Score -76167.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -75111.328125 Penalty: 660.451416
	Iteration 0F: 3 clusters Score -75111.33 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -75771.476562 Penalty: 660.451416
	Iteration 1F: 3 clusters Score -75771.48 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -76286.812500 Penalty: 660.451416
	Iteration 2F: 3 clusters Score -76286.81 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -76958.585938 Penalty: 660.451416
	Iteration 3F: 3 clusters Score -76958.59 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -77338.687500 Penalty: 660.451416
	Iteration 4F: 3 clusters Score -77338.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -77402.531250 Penalty: 660.451416
	Iteration 5Q: 3 clusters Score -77402.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -77428.039062 Penalty: 660.451416
	Iteration 6Q: 3 clusters Score -77428.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -77443.812500 Penalty: 660.451416
	Iteration 7Q: 3 clusters Score -77443.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -77469.585938 Penalty: 660.451416
	Iteration 8Q: 3 clusters Score -77469.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -77493.828125 Penalty: 660.451416
	Iteration 9Q: 3 clusters Score -77493.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -77519.812500 Penalty: 660.451416
	Iteration 10Q: 3 clusters Score -77519.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -77539.578125 Penalty: 660.451416
	Iteration 11Q: 3 clusters Score -77539.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -77551.875000 Penalty: 660.451416
	Iteration 12Q: 3 clusters Score -77551.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -77557.164062 Penalty: 660.451416
	Iteration 13Q: 3 clusters Score -77557.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -77569.375000 Penalty: 660.451416
	Iteration 14Q: 3 clusters Score -77569.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -77582.976562 Penalty: 660.451416
	Iteration 15Q: 3 clusters Score -77582.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -77601.125000 Penalty: 660.451416
	Iteration 16Q: 3 clusters Score -77601.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -77634.289062 Penalty: 660.451416
	Iteration 17Q: 3 clusters Score -77634.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -77669.476562 Penalty: 660.451416
	Iteration 18Q: 3 clusters Score -77669.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -77718.781250 Penalty: 660.451416
	Iteration 19Q: 3 clusters Score -77718.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -77775.742188 Penalty: 660.451416
	Iteration 20F: 3 clusters Score -77775.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -77847.343750 Penalty: 660.451416
	Iteration 21Q: 3 clusters Score -77847.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -77862.554688 Penalty: 660.451416
	Iteration 22Q: 3 clusters Score -77862.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -77869.046875 Penalty: 660.451416
	Iteration 23Q: 3 clusters Score -77869.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -77869.898438 Penalty: 660.451416
	Iteration 24Q: 3 clusters Score -77869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -77870.210938 Penalty: 660.451416
	Iteration 25Q: 3 clusters Score -77870.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -77870.820312 Penalty: 660.451416
	Iteration 26Q: 3 clusters Score -77870.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -77870.820312 Penalty: 660.451416
	Iteration 27F: 3 clusters Score -77870.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 327 members 
Mstep: Class 55 contains 34 members 
Mstep: Class 56 contains 275 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 358 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 535 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Mstep: Class 85 contains 430 members 
Mstep: Class 86 contains 338 members 
Mstep: Class 87 contains 243 members 
Mstep: Class 88 contains 366 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 340 members 
Mstep: Class 91 contains 884 members 
Entering Unmasked Estep 
Score: -14072336.000000 Penalty: 51168.386719
Splitting cluster 62 changes total score from -14065381.000000 to -14072336.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 63 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -38108.972656 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -38108.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -37537.816406 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -37537.82 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39773.960938 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -39773.96 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40858.492188 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -40858.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -41716.753906 Penalty: 637.361633
	Iteration 3Q: 3 clusters Score -41716.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41759.882812 Penalty: 637.361633
	Iteration 4Q: 3 clusters Score -41759.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41771.570312 Penalty: 637.361633
	Iteration 5Q: 3 clusters Score -41771.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41780.890625 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -41780.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -41786.960938 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -41786.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -41789.472656 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -41789.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41790.640625 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -41790.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41790.640625 Penalty: 637.361633
	Iteration 10F: 3 clusters Score -41790.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 327 members 
Mstep: Class 55 contains 34 members 
Mstep: Class 56 contains 275 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 358 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 535 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 742 members 
Mstep: Class 66 contains 113 members 
Mstep: Class 67 contains 247 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 379 members 
Mstep: Class 70 contains 279 members 
Mstep: Class 71 contains 162 members 
Mstep: Class 72 contains 622 members 
Mstep: Class 73 contains 2164 members 
Mstep: Class 74 contains 389 members 
Mstep: Class 75 contains 1146 members 
Mstep: Class 76 contains 460 members 
Mstep: Class 77 contains 222 members 
Mstep: Class 78 contains 94904 members 
Mstep: Class 79 contains 310 members 
Mstep: Class 80 contains 601 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 183 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 103 members 
Mstep: Class 85 contains 430 members 
Mstep: Class 86 contains 338 members 
Mstep: Class 87 contains 243 members 
Mstep: Class 88 contains 366 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 340 members 
Mstep: Class 91 contains 884 members 
Mstep: Class 92 contains 383 members 
Entering Unmasked Estep 
Score: -14075779.000000 Penalty: 51730.675781
Splitting cluster 63 changes total score from -14065381.000000 to -14075779.000000
So it's getting split into cluster 92.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1130 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 495 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 285 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 16464 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 19 contains 184 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 1767 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 1669 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27524 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 307 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 231 members 
Mstep: Class 42 contains 465 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 153 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 146 members 
Mstep: Class 49 contains 134 members 
Mstep: Class 50 contains 71 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 178 members 
Mstep: Class 54 contains 327 members 
Mstep: Class 55 contains 34 members 
Mstep: Class 56 contains 275 members 
Mstep: Class 57 contains 1258 members 
Mstep: Class 58 contains 358 members 
Mstep: Class 59 contains 1143 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 535 members 
Mstep: Class 63 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 55. Lose 504.781921 but Gain 562.289062
Score: -14076961.000000 Penalty: 51168.386719
Iteration 119Q: 92 clusters Score -1.407696e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 1109 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 504 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 530 members 
Mstep: Class 5 contains 284 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 76 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 12 contains 16456 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 41 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 36913 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 481 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 1829 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 538 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 1618 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27540 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 887 members 
Mstep: Class 37 contains 318 members 
Mstep: Class 38 contains 1094 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 234 members 
Mstep: Class 42 contains 466 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 170 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 150 members 
Mstep: Class 47 contains 516 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 153 members 
Mstep: Class 50 contains 69 members 
Mstep: Class 51 contains 543 members 
Mstep: Class 52 contains 1118 members 
Mstep: Class 53 contains 191 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 56 contains 278 members 
Mstep: Class 57 contains 1237 members 
Mstep: Class 58 contains 364 members 
Mstep: Class 59 contains 1144 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 533 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 745 members 
Mstep: Class 66 contains 109 members 
Mstep: Class 67 contains 248 members 
Mstep: Class 68 contains 115 members 
Mstep: Class 69 contains 375 members 
Mstep: Class 70 contains 263 members 
Mstep: Class 71 contains 159 members 
Mstep: Class 72 contains 606 members 
Mstep: Class 73 contains 2071 members 
Mstep: Class 74 contains 387 members 
Mstep: Class 75 contains 1233 members 
Mstep: Class 76 contains 461 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 94522 members 
Mstep: Class 79 contains 311 members 
Mstep: Class 80 contains 595 members 
Mstep: Class 81 contains 498 members 
Mstep: Class 82 contains 178 members 
Mstep: Class 83 contains 100 members 
Mstep: Class 84 contains 100 members 
Mstep: Class 85 contains 430 members 
Mstep: Class 86 contains 330 members 
Mstep: Class 87 contains 238 members 
Mstep: Class 88 contains 362 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 318 members 
Mstep: Class 91 contains 896 members 
Mstep: Class 92 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14076880.000000 Penalty: 51168.386719
Iteration 120F: 92 clusters Score -1.407688e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 532 members 
Mstep: Class 5 contains 280 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 77 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 16445 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 36847 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 141 members 
Mstep: Class 29 contains 542 members 
Mstep: Class 30 contains 309 members 
Mstep: Class 31 contains 1599 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27236 members 
Mstep: Class 35 contains 311 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 331 members 
Mstep: Class 38 contains 1100 members 
Mstep: Class 39 contains 2230 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 237 members 
Mstep: Class 42 contains 464 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 509 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 160 members 
Mstep: Class 50 contains 59 members 
Mstep: Class 51 contains 543 members 
Mstep: Class 52 contains 1111 members 
Mstep: Class 53 contains 194 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 56 contains 278 members 
Mstep: Class 57 contains 1218 members 
Mstep: Class 58 contains 344 members 
Mstep: Class 59 contains 1135 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 523 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 391 members 
Mstep: Class 65 contains 748 members 
Mstep: Class 66 contains 106 members 
Mstep: Class 67 contains 249 members 
Mstep: Class 68 contains 124 members 
Mstep: Class 69 contains 370 members 
Mstep: Class 70 contains 272 members 
Mstep: Class 71 contains 159 members 
Mstep: Class 72 contains 600 members 
Mstep: Class 73 contains 2132 members 
Mstep: Class 74 contains 396 members 
Mstep: Class 75 contains 1418 members 
Mstep: Class 76 contains 465 members 
Mstep: Class 77 contains 216 members 
Mstep: Class 78 contains 94692 members 
Mstep: Class 79 contains 341 members 
Mstep: Class 80 contains 598 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 185 members 
Mstep: Class 83 contains 101 members 
Mstep: Class 84 contains 109 members 
Mstep: Class 85 contains 443 members 
Mstep: Class 86 contains 332 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 375 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 313 members 
Mstep: Class 91 contains 910 members 
Mstep: Class 92 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14079181.000000 Penalty: 51168.386719
Iteration 121Q: 92 clusters Score -1.407918e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 279 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 78 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 16437 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 36802 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 479 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 142 members 
Mstep: Class 29 contains 544 members 
Mstep: Class 30 contains 318 members 
Mstep: Class 31 contains 1601 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 27009 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 887 members 
Mstep: Class 37 contains 338 members 
Mstep: Class 38 contains 1106 members 
Mstep: Class 39 contains 2222 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 241 members 
Mstep: Class 42 contains 463 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 289 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 167 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 543 members 
Mstep: Class 52 contains 1110 members 
Mstep: Class 53 contains 198 members 
Mstep: Class 54 contains 357 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1207 members 
Mstep: Class 58 contains 333 members 
Mstep: Class 59 contains 1133 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 509 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 453 members 
Mstep: Class 65 contains 748 members 
Mstep: Class 66 contains 108 members 
Mstep: Class 67 contains 249 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 253 members 
Mstep: Class 71 contains 159 members 
Mstep: Class 72 contains 598 members 
Mstep: Class 73 contains 2154 members 
Mstep: Class 74 contains 401 members 
Mstep: Class 75 contains 1522 members 
Mstep: Class 76 contains 467 members 
Mstep: Class 77 contains 212 members 
Mstep: Class 78 contains 94837 members 
Mstep: Class 79 contains 359 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 498 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 112 members 
Mstep: Class 85 contains 452 members 
Mstep: Class 86 contains 331 members 
Mstep: Class 87 contains 246 members 
Mstep: Class 88 contains 382 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 309 members 
Mstep: Class 91 contains 911 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14079667.000000 Penalty: 51168.386719
Iteration 122Q: 92 clusters Score -1.407967e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 539 members 
Mstep: Class 5 contains 278 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 79 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 16430 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 36769 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 483 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 1827 members 
Mstep: Class 28 contains 143 members 
Mstep: Class 29 contains 544 members 
Mstep: Class 30 contains 328 members 
Mstep: Class 31 contains 1595 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26853 members 
Mstep: Class 35 contains 307 members 
Mstep: Class 36 contains 888 members 
Mstep: Class 37 contains 361 members 
Mstep: Class 38 contains 1113 members 
Mstep: Class 39 contains 2217 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 242 members 
Mstep: Class 42 contains 462 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 290 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 499 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 167 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1113 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 354 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1203 members 
Mstep: Class 58 contains 329 members 
Mstep: Class 59 contains 1132 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 175 members 
Mstep: Class 62 contains 495 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 483 members 
Mstep: Class 65 contains 745 members 
Mstep: Class 66 contains 107 members 
Mstep: Class 67 contains 248 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 246 members 
Mstep: Class 71 contains 158 members 
Mstep: Class 72 contains 598 members 
Mstep: Class 73 contains 2155 members 
Mstep: Class 74 contains 404 members 
Mstep: Class 75 contains 1612 members 
Mstep: Class 76 contains 475 members 
Mstep: Class 77 contains 207 members 
Mstep: Class 78 contains 94935 members 
Mstep: Class 79 contains 364 members 
Mstep: Class 80 contains 598 members 
Mstep: Class 81 contains 499 members 
Mstep: Class 82 contains 190 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 115 members 
Mstep: Class 85 contains 452 members 
Mstep: Class 86 contains 331 members 
Mstep: Class 87 contains 247 members 
Mstep: Class 88 contains 384 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 308 members 
Mstep: Class 91 contains 910 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14079805.000000 Penalty: 51168.386719
Iteration 123Q: 92 clusters Score -1.40798e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 540 members 
Mstep: Class 5 contains 278 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 88 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 16423 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 255 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 36739 members 
Mstep: Class 23 contains 474 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 545 members 
Mstep: Class 30 contains 336 members 
Mstep: Class 31 contains 1592 members 
Mstep: Class 32 contains 81 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26735 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 888 members 
Mstep: Class 37 contains 376 members 
Mstep: Class 38 contains 1123 members 
Mstep: Class 39 contains 2213 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 244 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 292 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 165 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1115 members 
Mstep: Class 53 contains 202 members 
Mstep: Class 54 contains 351 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 327 members 
Mstep: Class 59 contains 1131 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 176 members 
Mstep: Class 62 contains 486 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 498 members 
Mstep: Class 65 contains 749 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 244 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 242 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 596 members 
Mstep: Class 73 contains 2143 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1678 members 
Mstep: Class 76 contains 481 members 
Mstep: Class 77 contains 211 members 
Mstep: Class 78 contains 95018 members 
Mstep: Class 79 contains 369 members 
Mstep: Class 80 contains 598 members 
Mstep: Class 81 contains 497 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 102 members 
Mstep: Class 84 contains 118 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 330 members 
Mstep: Class 87 contains 250 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 306 members 
Mstep: Class 91 contains 909 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14079926.000000 Penalty: 51168.386719
Iteration 124Q: 92 clusters Score -1.407993e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 612 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 277 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8077 members 
Mstep: Class 12 contains 16415 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 257 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 549 members 
Mstep: Class 22 contains 36718 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 546 members 
Mstep: Class 30 contains 341 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26626 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 888 members 
Mstep: Class 37 contains 387 members 
Mstep: Class 38 contains 1130 members 
Mstep: Class 39 contains 2211 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 244 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 293 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 166 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1117 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 350 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 325 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 483 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 510 members 
Mstep: Class 65 contains 749 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 241 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 242 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 598 members 
Mstep: Class 73 contains 2148 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1734 members 
Mstep: Class 76 contains 482 members 
Mstep: Class 77 contains 211 members 
Mstep: Class 78 contains 95089 members 
Mstep: Class 79 contains 371 members 
Mstep: Class 80 contains 598 members 
Mstep: Class 81 contains 499 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 103 members 
Mstep: Class 84 contains 117 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 329 members 
Mstep: Class 87 contains 251 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 305 members 
Mstep: Class 91 contains 909 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080030.000000 Penalty: 51168.386719
Iteration 125Q: 92 clusters Score -1.408003e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 276 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 12 contains 16413 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 544 members 
Mstep: Class 22 contains 36683 members 
Mstep: Class 23 contains 470 members 
Mstep: Class 24 contains 1793 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 546 members 
Mstep: Class 30 contains 342 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26541 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 394 members 
Mstep: Class 38 contains 1136 members 
Mstep: Class 39 contains 2210 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 244 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 293 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 166 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1121 members 
Mstep: Class 53 contains 213 members 
Mstep: Class 54 contains 348 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 481 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 512 members 
Mstep: Class 65 contains 749 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 237 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 238 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 600 members 
Mstep: Class 73 contains 2153 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1780 members 
Mstep: Class 76 contains 483 members 
Mstep: Class 77 contains 214 members 
Mstep: Class 78 contains 95159 members 
Mstep: Class 79 contains 373 members 
Mstep: Class 80 contains 598 members 
Mstep: Class 81 contains 500 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 103 members 
Mstep: Class 84 contains 118 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 329 members 
Mstep: Class 87 contains 252 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 305 members 
Mstep: Class 91 contains 908 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080067.000000 Penalty: 51168.386719
Iteration 126Q: 92 clusters Score -1.408007e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 16411 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1399 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 36663 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 1796 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 546 members 
Mstep: Class 30 contains 340 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26463 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 1142 members 
Mstep: Class 39 contains 2209 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 245 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 293 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 167 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 221 members 
Mstep: Class 54 contains 351 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 478 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 516 members 
Mstep: Class 65 contains 749 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 236 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 235 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 601 members 
Mstep: Class 73 contains 2156 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1827 members 
Mstep: Class 76 contains 487 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95198 members 
Mstep: Class 79 contains 373 members 
Mstep: Class 80 contains 598 members 
Mstep: Class 81 contains 502 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 329 members 
Mstep: Class 87 contains 251 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 304 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080073.000000 Penalty: 51168.386719
Iteration 127Q: 92 clusters Score -1.408007e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 604 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 545 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 16411 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 882 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 36632 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 1798 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 546 members 
Mstep: Class 30 contains 345 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26419 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 404 members 
Mstep: Class 38 contains 1154 members 
Mstep: Class 39 contains 2209 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 246 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 293 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 168 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 352 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 520 members 
Mstep: Class 65 contains 748 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 233 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 232 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 600 members 
Mstep: Class 73 contains 2149 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1868 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 218 members 
Mstep: Class 78 contains 95222 members 
Mstep: Class 79 contains 374 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 502 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 329 members 
Mstep: Class 87 contains 250 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 299 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080062.000000 Penalty: 51168.386719
Iteration 128Q: 92 clusters Score -1.408006e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 602 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 16411 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 460 members 
Mstep: Class 24 contains 1801 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 546 members 
Mstep: Class 30 contains 350 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26369 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 412 members 
Mstep: Class 38 contains 1173 members 
Mstep: Class 39 contains 2208 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 248 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 293 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 169 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1122 members 
Mstep: Class 53 contains 239 members 
Mstep: Class 54 contains 353 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 522 members 
Mstep: Class 65 contains 744 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 231 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 226 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 597 members 
Mstep: Class 73 contains 2136 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1908 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95236 members 
Mstep: Class 79 contains 376 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 503 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 329 members 
Mstep: Class 87 contains 250 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 293 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080101.000000 Penalty: 51168.386719
Iteration 129Q: 92 clusters Score -1.40801e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 16410 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 36594 members 
Mstep: Class 23 contains 460 members 
Mstep: Class 24 contains 1803 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 546 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26327 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 425 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 2206 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 293 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1122 members 
Mstep: Class 53 contains 247 members 
Mstep: Class 54 contains 356 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 523 members 
Mstep: Class 65 contains 741 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 218 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 597 members 
Mstep: Class 73 contains 2121 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1938 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 214 members 
Mstep: Class 78 contains 95258 members 
Mstep: Class 79 contains 377 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 505 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 329 members 
Mstep: Class 87 contains 250 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 283 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080151.000000 Penalty: 51168.386719
Iteration 130Q: 92 clusters Score -1.408015e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 16411 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 523 members 
Mstep: Class 22 contains 36575 members 
Mstep: Class 23 contains 458 members 
Mstep: Class 24 contains 1805 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 547 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26287 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 430 members 
Mstep: Class 38 contains 1201 members 
Mstep: Class 39 contains 2200 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 294 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 170 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1122 members 
Mstep: Class 53 contains 259 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 523 members 
Mstep: Class 65 contains 740 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 208 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 600 members 
Mstep: Class 73 contains 2115 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1957 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95282 members 
Mstep: Class 79 contains 378 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 505 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 329 members 
Mstep: Class 87 contains 249 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 274 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080188.000000 Penalty: 51168.386719
Iteration 131Q: 92 clusters Score -1.408019e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 556 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 16409 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 36558 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 1805 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 549 members 
Mstep: Class 30 contains 371 members 
Mstep: Class 31 contains 1581 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26261 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 1216 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 294 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1122 members 
Mstep: Class 53 contains 267 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1200 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 523 members 
Mstep: Class 65 contains 737 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 603 members 
Mstep: Class 73 contains 2114 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1978 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 216 members 
Mstep: Class 78 contains 95288 members 
Mstep: Class 79 contains 379 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 504 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 329 members 
Mstep: Class 87 contains 248 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 267 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080221.000000 Penalty: 51168.386719
Iteration 132Q: 92 clusters Score -1.408022e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 560 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 16407 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 878 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 36548 members 
Mstep: Class 23 contains 454 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 551 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 1581 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26242 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 1224 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 294 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1122 members 
Mstep: Class 53 contains 274 members 
Mstep: Class 54 contains 361 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1198 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 477 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 523 members 
Mstep: Class 65 contains 733 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 191 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 604 members 
Mstep: Class 73 contains 2112 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 1994 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95299 members 
Mstep: Class 79 contains 379 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 505 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 331 members 
Mstep: Class 87 contains 247 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 262 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080304.000000 Penalty: 51168.386719
Iteration 133Q: 92 clusters Score -1.40803e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 16405 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 878 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 36544 members 
Mstep: Class 23 contains 452 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 553 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26222 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 433 members 
Mstep: Class 38 contains 1232 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 295 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1122 members 
Mstep: Class 53 contains 283 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1198 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 522 members 
Mstep: Class 65 contains 731 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 184 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 605 members 
Mstep: Class 73 contains 2110 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2016 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95302 members 
Mstep: Class 79 contains 379 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 506 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 332 members 
Mstep: Class 87 contains 246 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 259 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080407.000000 Penalty: 51168.386719
Iteration 134Q: 92 clusters Score -1.408041e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8039 members 
Mstep: Class 12 contains 16405 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 36533 members 
Mstep: Class 23 contains 444 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 554 members 
Mstep: Class 30 contains 393 members 
Mstep: Class 31 contains 1581 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26212 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 2191 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 295 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1122 members 
Mstep: Class 53 contains 285 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1198 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 520 members 
Mstep: Class 65 contains 732 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 191 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 604 members 
Mstep: Class 73 contains 2105 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2030 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95304 members 
Mstep: Class 79 contains 380 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 332 members 
Mstep: Class 87 contains 246 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 257 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080511.000000 Penalty: 51168.386719
Iteration 135Q: 92 clusters Score -1.408051e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8035 members 
Mstep: Class 12 contains 16404 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1398 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 526 members 
Mstep: Class 22 contains 36522 members 
Mstep: Class 23 contains 432 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 554 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26204 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 436 members 
Mstep: Class 38 contains 1253 members 
Mstep: Class 39 contains 2186 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 295 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 357 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1198 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 521 members 
Mstep: Class 65 contains 730 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 605 members 
Mstep: Class 73 contains 2101 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2047 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95303 members 
Mstep: Class 79 contains 382 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 332 members 
Mstep: Class 87 contains 245 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 254 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080561.000000 Penalty: 51168.386719
Iteration 136Q: 92 clusters Score -1.408056e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 16399 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1398 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 525 members 
Mstep: Class 22 contains 36518 members 
Mstep: Class 23 contains 422 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 476 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 554 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26184 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1265 members 
Mstep: Class 39 contains 2186 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 295 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 290 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 521 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 209 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 606 members 
Mstep: Class 73 contains 2097 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2065 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95308 members 
Mstep: Class 79 contains 381 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 119 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 332 members 
Mstep: Class 87 contains 245 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 248 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080597.000000 Penalty: 51168.386719
Iteration 137Q: 92 clusters Score -1.40806e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 16397 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1399 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 36508 members 
Mstep: Class 23 contains 415 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 474 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 554 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26169 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1274 members 
Mstep: Class 39 contains 2183 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 296 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 291 members 
Mstep: Class 54 contains 356 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 521 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 368 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 606 members 
Mstep: Class 73 contains 2094 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2074 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95316 members 
Mstep: Class 79 contains 382 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 332 members 
Mstep: Class 87 contains 245 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 244 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080657.000000 Penalty: 51168.386719
Iteration 138Q: 92 clusters Score -1.408066e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 16395 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1398 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 36501 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 473 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 556 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26159 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 2182 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 294 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 292 members 
Mstep: Class 54 contains 357 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 521 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 368 members 
Mstep: Class 70 contains 228 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 606 members 
Mstep: Class 73 contains 2093 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2079 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95318 members 
Mstep: Class 79 contains 382 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 245 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 239 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080694.000000 Penalty: 51168.386719
Iteration 139Q: 92 clusters Score -1.408069e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 16395 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1396 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 36494 members 
Mstep: Class 23 contains 390 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 473 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 557 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26149 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1294 members 
Mstep: Class 39 contains 2180 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 169 members 
Mstep: Class 45 contains 293 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 292 members 
Mstep: Class 54 contains 358 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 521 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 105 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 368 members 
Mstep: Class 70 contains 242 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2090 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2086 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95322 members 
Mstep: Class 79 contains 382 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 454 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 245 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 234 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080742.000000 Penalty: 51168.386719
Iteration 140F: 92 clusters Score -1.408074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 16395 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 521 members 
Mstep: Class 22 contains 36493 members 
Mstep: Class 23 contains 379 members 
Mstep: Class 24 contains 1810 members 
Mstep: Class 25 contains 471 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 559 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26143 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1304 members 
Mstep: Class 39 contains 2180 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 291 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 297 members 
Mstep: Class 54 contains 359 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 521 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 104 members 
Mstep: Class 67 contains 231 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 368 members 
Mstep: Class 70 contains 253 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2086 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2087 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95319 members 
Mstep: Class 79 contains 382 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 507 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 455 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 234 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080789.000000 Penalty: 51168.386719
Iteration 141Q: 92 clusters Score -1.408079e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 16394 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 268 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 521 members 
Mstep: Class 22 contains 36488 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 471 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 563 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 1581 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26137 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1315 members 
Mstep: Class 39 contains 2179 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 288 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 300 members 
Mstep: Class 54 contains 359 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 521 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 231 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 262 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2083 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2092 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95313 members 
Mstep: Class 79 contains 382 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 508 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 238 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080848.000000 Penalty: 51168.386719
Iteration 142Q: 92 clusters Score -1.408085e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 16394 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 521 members 
Mstep: Class 22 contains 36485 members 
Mstep: Class 23 contains 356 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 472 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 566 members 
Mstep: Class 30 contains 446 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26126 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1320 members 
Mstep: Class 39 contains 2175 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 302 members 
Mstep: Class 54 contains 361 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 521 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 270 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2079 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2098 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95317 members 
Mstep: Class 79 contains 383 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 508 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 334 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 234 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080950.000000 Penalty: 51168.386719
Iteration 143Q: 92 clusters Score -1.408095e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 16389 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36485 members 
Mstep: Class 23 contains 344 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 471 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 566 members 
Mstep: Class 30 contains 451 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26113 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1325 members 
Mstep: Class 39 contains 2174 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 304 members 
Mstep: Class 54 contains 362 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 520 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 280 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2073 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2106 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95321 members 
Mstep: Class 79 contains 386 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 508 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 335 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 233 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081072.000000 Penalty: 51168.386719
Iteration 144Q: 92 clusters Score -1.408107e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8031 members 
Mstep: Class 12 contains 16385 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36484 members 
Mstep: Class 23 contains 339 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26103 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1333 members 
Mstep: Class 39 contains 2178 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 302 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 322 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 290 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2068 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2114 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95319 members 
Mstep: Class 79 contains 389 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 508 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 335 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 231 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081196.000000 Penalty: 51168.386719
Iteration 145Q: 92 clusters Score -1.40812e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8031 members 
Mstep: Class 12 contains 16383 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36482 members 
Mstep: Class 23 contains 340 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26095 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 2179 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 296 members 
Mstep: Class 54 contains 366 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 295 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2065 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2121 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95311 members 
Mstep: Class 79 contains 395 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 508 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 335 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 225 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081238.000000 Penalty: 51168.386719
Iteration 146Q: 92 clusters Score -1.408124e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8031 members 
Mstep: Class 12 contains 16381 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36477 members 
Mstep: Class 23 contains 344 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 468 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26089 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 2179 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 145 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 367 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 319 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 300 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2061 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2127 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95304 members 
Mstep: Class 79 contains 399 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 508 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 335 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 220 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081285.000000 Penalty: 51168.386719
Iteration 147Q: 92 clusters Score -1.408128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36474 members 
Mstep: Class 23 contains 344 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 467 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26085 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1374 members 
Mstep: Class 39 contains 2179 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 368 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 318 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 301 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 607 members 
Mstep: Class 73 contains 2059 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2131 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95299 members 
Mstep: Class 79 contains 402 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 508 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 334 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 212 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081304.000000 Penalty: 51168.386719
Iteration 148Q: 92 clusters Score -1.40813e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36471 members 
Mstep: Class 23 contains 348 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 468 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26083 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1392 members 
Mstep: Class 39 contains 2178 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 285 members 
Mstep: Class 54 contains 370 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 316 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 301 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2056 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2134 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95286 members 
Mstep: Class 79 contains 405 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 508 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 334 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 210 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081311.000000 Penalty: 51168.386719
Iteration 149Q: 92 clusters Score -1.408131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36470 members 
Mstep: Class 23 contains 351 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 466 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 470 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26082 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1405 members 
Mstep: Class 39 contains 2176 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 283 members 
Mstep: Class 54 contains 372 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 316 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 301 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2054 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2134 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95276 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 509 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 207 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081306.000000 Penalty: 51168.386719
Iteration 150Q: 92 clusters Score -1.408131e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 885 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36470 members 
Mstep: Class 23 contains 355 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 471 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26080 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1413 members 
Mstep: Class 39 contains 2175 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 279 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 317 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 301 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2050 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95272 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 120 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 202 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081340.000000 Penalty: 51168.386719
Iteration 151Q: 92 clusters Score -1.408134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36469 members 
Mstep: Class 23 contains 359 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26078 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1423 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 275 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 320 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 300 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2046 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95267 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 197 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081367.000000 Penalty: 51168.386719
Iteration 152Q: 92 clusters Score -1.408137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36464 members 
Mstep: Class 23 contains 362 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26071 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1433 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 299 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2045 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95268 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 195 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081368.000000 Penalty: 51168.386719
Iteration 153Q: 92 clusters Score -1.408137e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36462 members 
Mstep: Class 23 contains 365 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26064 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1453 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 271 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 299 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2043 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95258 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081363.000000 Penalty: 51168.386719
Iteration 154Q: 92 clusters Score -1.408136e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36459 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26057 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1475 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 299 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2041 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95245 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081368.000000 Penalty: 51168.386719
Iteration 155Q: 92 clusters Score -1.408137e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36454 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26052 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1486 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 269 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 299 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2037 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95247 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081389.000000 Penalty: 51168.386719
Iteration 156Q: 92 clusters Score -1.408139e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36447 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26048 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1503 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2033 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95243 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081408.000000 Penalty: 51168.386719
Iteration 157Q: 92 clusters Score -1.408141e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36439 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26045 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1520 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2031 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2134 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95238 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081411.000000 Penalty: 51168.386719
Iteration 158Q: 92 clusters Score -1.408141e+07 nChanged 36
Entering ConstructFrom: 
Score: -14081411.000000 Penalty: 51168.386719
Entering ConstructFrom: 
Trying to split cluster 1 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -135204.875000 Penalty: 336.197052
	Iteration 0F: 2 clusters Score -135204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -134026.265625 Penalty: 672.394104
	Iteration 0F: 3 clusters Score -134026.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -134407.453125 Penalty: 672.394104
	Iteration 1F: 3 clusters Score -134407.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -134476.031250 Penalty: 672.394104
	Iteration 2F: 3 clusters Score -134476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -134521.812500 Penalty: 672.394104
	Iteration 3F: 3 clusters Score -134521.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -134550.859375 Penalty: 672.394104
	Iteration 4Q: 3 clusters Score -134550.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -134577.031250 Penalty: 672.394104
	Iteration 5Q: 3 clusters Score -134577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134600.281250 Penalty: 672.394104
	Iteration 6Q: 3 clusters Score -134600.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134624.796875 Penalty: 672.394104
	Iteration 7Q: 3 clusters Score -134624.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -134643.718750 Penalty: 672.394104
	Iteration 8Q: 3 clusters Score -134643.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -134663.250000 Penalty: 672.394104
	Iteration 9Q: 3 clusters Score -134663.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134678.390625 Penalty: 672.394104
	Iteration 10Q: 3 clusters Score -134678.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134694.843750 Penalty: 672.394104
	Iteration 11Q: 3 clusters Score -134694.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134719.125000 Penalty: 672.394104
	Iteration 12Q: 3 clusters Score -134719.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -134735.937500 Penalty: 672.394104
	Iteration 13Q: 3 clusters Score -134735.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134756.765625 Penalty: 672.394104
	Iteration 14Q: 3 clusters Score -134756.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134780.640625 Penalty: 672.394104
	Iteration 15Q: 3 clusters Score -134780.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -134800.156250 Penalty: 672.394104
	Iteration 16Q: 3 clusters Score -134800.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -134814.125000 Penalty: 672.394104
	Iteration 17Q: 3 clusters Score -134814.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134827.609375 Penalty: 672.394104
	Iteration 18Q: 3 clusters Score -134827.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134840.390625 Penalty: 672.394104
	Iteration 19Q: 3 clusters Score -134840.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134852.265625 Penalty: 672.394104
	Iteration 20F: 3 clusters Score -134852.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134862.515625 Penalty: 672.394104
	Iteration 21Q: 3 clusters Score -134862.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -134871.093750 Penalty: 672.394104
	Iteration 22Q: 3 clusters Score -134871.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -134872.828125 Penalty: 672.394104
	Iteration 23Q: 3 clusters Score -134872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134874.015625 Penalty: 672.394104
	Iteration 24Q: 3 clusters Score -134874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134875.265625 Penalty: 672.394104
	Iteration 25Q: 3 clusters Score -134875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134877.500000 Penalty: 672.394104
	Iteration 26Q: 3 clusters Score -134877.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134881.015625 Penalty: 672.394104
	Iteration 27Q: 3 clusters Score -134881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -134884.875000 Penalty: 672.394104
	Iteration 28Q: 3 clusters Score -134884.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134889.375000 Penalty: 672.394104
	Iteration 29Q: 3 clusters Score -134889.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -134894.843750 Penalty: 672.394104
	Iteration 30Q: 3 clusters Score -134894.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134901.078125 Penalty: 672.394104
	Iteration 31Q: 3 clusters Score -134901.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134909.062500 Penalty: 672.394104
	Iteration 32Q: 3 clusters Score -134909.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134920.890625 Penalty: 672.394104
	Iteration 33Q: 3 clusters Score -134920.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -134930.875000 Penalty: 672.394104
	Iteration 34Q: 3 clusters Score -134930.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134935.843750 Penalty: 672.394104
	Iteration 35Q: 3 clusters Score -134935.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134942.640625 Penalty: 672.394104
	Iteration 36Q: 3 clusters Score -134942.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134948.437500 Penalty: 672.394104
	Iteration 37Q: 3 clusters Score -134948.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134951.812500 Penalty: 672.394104
	Iteration 38Q: 3 clusters Score -134951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134953.812500 Penalty: 672.394104
	Iteration 39Q: 3 clusters Score -134953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134955.312500 Penalty: 672.394104
	Iteration 40F: 3 clusters Score -134955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134956.046875 Penalty: 672.394104
	Iteration 41Q: 3 clusters Score -134956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -134957.390625 Penalty: 672.394104
	Iteration 42Q: 3 clusters Score -134957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134958.421875 Penalty: 672.394104
	Iteration 43Q: 3 clusters Score -134958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134958.671875 Penalty: 672.394104
	Iteration 44Q: 3 clusters Score -134958.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134958.953125 Penalty: 672.394104
	Iteration 45Q: 3 clusters Score -134959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134958.953125 Penalty: 672.394104
	Iteration 46F: 3 clusters Score -134959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -36996.187500 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -36996.19 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 294 members 
Entering Unmasked Estep 
Score: -36525.808594 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -36525.81 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37172.097656 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -37172.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37377.765625 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -37377.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37446.734375 Penalty: 582.120605
	Iteration 3F: 3 clusters Score -37446.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37468.667969 Penalty: 582.120605
	Iteration 4Q: 3 clusters Score -37468.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -37472.609375 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -37472.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37473.082031 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -37473.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37473.082031 Penalty: 582.120605
	Iteration 7F: 3 clusters Score -37473.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Entering Unmasked Estep 
Score: -14081626.000000 Penalty: 51730.675781
Splitting cluster 2 changes total score from -14081411.000000 to -14081626.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 3 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -146416.046875 Penalty: 354.776764
	Iteration 0F: 2 clusters Score -146416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -144679.921875 Penalty: 709.553528
	Iteration 0F: 3 clusters Score -144679.9 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -145240.562500 Penalty: 709.553528
	Iteration 1F: 3 clusters Score -145240.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -145302.765625 Penalty: 709.553528
	Iteration 2F: 3 clusters Score -145302.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -145347.343750 Penalty: 709.553528
	Iteration 3F: 3 clusters Score -145347.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -145381.843750 Penalty: 709.553528
	Iteration 4Q: 3 clusters Score -145381.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -145411.671875 Penalty: 709.553528
	Iteration 5Q: 3 clusters Score -145411.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -145443.453125 Penalty: 709.553528
	Iteration 6Q: 3 clusters Score -145443.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -145471.796875 Penalty: 709.553528
	Iteration 7Q: 3 clusters Score -145471.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -145496.406250 Penalty: 709.553528
	Iteration 8Q: 3 clusters Score -145496.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -145516.046875 Penalty: 709.553528
	Iteration 9Q: 3 clusters Score -145516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -145536.265625 Penalty: 709.553528
	Iteration 10Q: 3 clusters Score -145536.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -145572.906250 Penalty: 709.553528
	Iteration 11Q: 3 clusters Score -145572.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -145616.781250 Penalty: 709.553528
	Iteration 12Q: 3 clusters Score -145616.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -145655.484375 Penalty: 709.553528
	Iteration 13Q: 3 clusters Score -145655.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -145685.953125 Penalty: 709.553528
	Iteration 14Q: 3 clusters Score -145686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -145717.093750 Penalty: 709.553528
	Iteration 15Q: 3 clusters Score -145717.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -145747.312500 Penalty: 709.553528
	Iteration 16Q: 3 clusters Score -145747.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -145775.140625 Penalty: 709.553528
	Iteration 17Q: 3 clusters Score -145775.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -145793.828125 Penalty: 709.553528
	Iteration 18Q: 3 clusters Score -145793.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -145807.625000 Penalty: 709.553528
	Iteration 19Q: 3 clusters Score -145807.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -145822.500000 Penalty: 709.553528
	Iteration 20F: 3 clusters Score -145822.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -145844.015625 Penalty: 709.553528
	Iteration 21Q: 3 clusters Score -145844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -145872.890625 Penalty: 709.553528
	Iteration 22Q: 3 clusters Score -145872.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -145898.250000 Penalty: 709.553528
	Iteration 23Q: 3 clusters Score -145898.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -145922.453125 Penalty: 709.553528
	Iteration 24Q: 3 clusters Score -145922.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -145949.328125 Penalty: 709.553528
	Iteration 25Q: 3 clusters Score -145949.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -145980.906250 Penalty: 709.553528
	Iteration 26Q: 3 clusters Score -145980.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -146016.750000 Penalty: 709.553528
	Iteration 27Q: 3 clusters Score -146016.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -146048.437500 Penalty: 709.553528
	Iteration 28Q: 3 clusters Score -146048.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -146071.640625 Penalty: 709.553528
	Iteration 29Q: 3 clusters Score -146071.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -146085.937500 Penalty: 709.553528
	Iteration 30Q: 3 clusters Score -146085.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -146093.796875 Penalty: 709.553528
	Iteration 31Q: 3 clusters Score -146093.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -146101.296875 Penalty: 709.553528
	Iteration 32Q: 3 clusters Score -146101.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -146106.078125 Penalty: 709.553528
	Iteration 33Q: 3 clusters Score -146106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -146108.828125 Penalty: 709.553528
	Iteration 34Q: 3 clusters Score -146108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -146110.031250 Penalty: 709.553528
	Iteration 35Q: 3 clusters Score -146110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -146110.625000 Penalty: 709.553528
	Iteration 36Q: 3 clusters Score -146110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -146110.843750 Penalty: 709.553528
	Iteration 37Q: 3 clusters Score -146110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -146111.453125 Penalty: 709.553528
	Iteration 38Q: 3 clusters Score -146111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -146112.421875 Penalty: 709.553528
	Iteration 39Q: 3 clusters Score -146112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -146113.703125 Penalty: 709.553528
	Iteration 40F: 3 clusters Score -146113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -146114.046875 Penalty: 709.553528
	Iteration 41Q: 3 clusters Score -146114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -146114.046875 Penalty: 709.553528
	Iteration 42F: 3 clusters Score -146114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -38660.480469 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -38660.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38145.671875 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -38145.67 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38316.972656 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -38316.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38365.597656 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -38365.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38396.261719 Penalty: 576.651123
	Iteration 3F: 3 clusters Score -38396.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38418.585938 Penalty: 576.651123
	Iteration 4Q: 3 clusters Score -38418.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38443.125000 Penalty: 576.651123
	Iteration 5Q: 3 clusters Score -38443.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38467.054688 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -38467.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38493.089844 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -38493.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38503.250000 Penalty: 576.651123
	Iteration 8Q: 3 clusters Score -38503.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38509.257812 Penalty: 576.651123
	Iteration 9Q: 3 clusters Score -38509.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38521.441406 Penalty: 576.651123
	Iteration 10Q: 3 clusters Score -38521.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38541.207031 Penalty: 576.651123
	Iteration 11Q: 3 clusters Score -38541.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38563.304688 Penalty: 576.651123
	Iteration 12Q: 3 clusters Score -38563.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38569.023438 Penalty: 576.651123
	Iteration 13Q: 3 clusters Score -38569.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38577.316406 Penalty: 576.651123
	Iteration 14Q: 3 clusters Score -38577.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38580.660156 Penalty: 576.651123
	Iteration 15Q: 3 clusters Score -38580.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38581.992188 Penalty: 576.651123
	Iteration 16Q: 3 clusters Score -38581.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38582.898438 Penalty: 576.651123
	Iteration 17Q: 3 clusters Score -38582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -38585.929688 Penalty: 576.651123
	Iteration 18Q: 3 clusters Score -38585.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38589.625000 Penalty: 576.651123
	Iteration 19Q: 3 clusters Score -38589.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -38592.078125 Penalty: 576.651123
	Iteration 20F: 3 clusters Score -38592.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38592.140625 Penalty: 576.651123
	Iteration 21Q: 3 clusters Score -38592.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38592.140625 Penalty: 576.651123
	Iteration 22F: 3 clusters Score -38592.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -13325.467773 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -13325.47 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 130 members 
Entering Unmasked Estep 
Score: -13045.482422 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -13045.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13226.063477 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -13226.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13252.260742 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -13252.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13264.535156 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -13264.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13266.122070 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -13266.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13268.169922 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -13268.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13269.282227 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -13269.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13269.282227 Penalty: 510.127991
	Iteration 7F: 3 clusters Score -13269.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -19502.390625 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -19502.39 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 156 members 
Entering Unmasked Estep 
Score: -19136.578125 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -19136.58 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19236.146484 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -19236.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19273.843750 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -19273.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19297.722656 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -19297.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19305.490234 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -19305.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19314.037109 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -19314.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19327.103516 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -19327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19358.966797 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -19358.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19373.925781 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -19373.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19387.726562 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -19387.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19390.382812 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -19390.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19395.000000 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -19395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19399.939453 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -19399.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19402.837891 Penalty: 524.917236
	Iteration 13Q: 3 clusters Score -19402.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19403.375000 Penalty: 524.917236
	Iteration 14Q: 3 clusters Score -19403.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19403.865234 Penalty: 524.917236
	Iteration 15Q: 3 clusters Score -19403.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19403.865234 Penalty: 524.917236
	Iteration 16F: 3 clusters Score -19403.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -20034.322266 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -20034.32 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: -19685.478516 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -19685.48 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19830.431641 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -19830.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19879.400391 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -19879.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19891.906250 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -19891.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19898.087891 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -19898.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19903.199219 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -19903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19907.541016 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -19907.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19916.117188 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -19916.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19928.343750 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -19928.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19942.673828 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -19942.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19947.853516 Penalty: 522.613281
	Iteration 10Q: 3 clusters Score -19947.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19951.679688 Penalty: 522.613281
	Iteration 11Q: 3 clusters Score -19951.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19952.904297 Penalty: 522.613281
	Iteration 12Q: 3 clusters Score -19952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19952.904297 Penalty: 522.613281
	Iteration 13F: 3 clusters Score -19952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -29987.248047 Penalty: 282.307373
	Iteration 0F: 2 clusters Score -29987.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29484.457031 Penalty: 564.614746
	Iteration 0F: 3 clusters Score -29484.46 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29617.232422 Penalty: 564.614746
	Iteration 1F: 3 clusters Score -29617.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29672.376953 Penalty: 564.614746
	Iteration 2F: 3 clusters Score -29672.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29698.574219 Penalty: 564.614746
	Iteration 3F: 3 clusters Score -29698.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29725.662109 Penalty: 564.614746
	Iteration 4Q: 3 clusters Score -29725.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29741.380859 Penalty: 564.614746
	Iteration 5Q: 3 clusters Score -29741.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29754.951172 Penalty: 564.614746
	Iteration 6Q: 3 clusters Score -29754.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29765.496094 Penalty: 564.614746
	Iteration 7Q: 3 clusters Score -29765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29771.000000 Penalty: 564.614746
	Iteration 8Q: 3 clusters Score -29771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29784.714844 Penalty: 564.614746
	Iteration 9Q: 3 clusters Score -29784.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -29795.496094 Penalty: 564.614746
	Iteration 10Q: 3 clusters Score -29795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29797.796875 Penalty: 564.614746
	Iteration 11Q: 3 clusters Score -29797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29798.033203 Penalty: 564.614746
	Iteration 12Q: 3 clusters Score -29798.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29798.619141 Penalty: 564.614746
	Iteration 13Q: 3 clusters Score -29798.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29799.306641 Penalty: 564.614746
	Iteration 14Q: 3 clusters Score -29799.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29799.306641 Penalty: 564.614746
	Iteration 15F: 3 clusters Score -29799.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -2506.050293 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -2506.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2380.995361 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -2380.995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2500.902344 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -2500.902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2512.547119 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -2512.547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2520.187012 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -2520.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2520.187012 Penalty: 399.894867
	Iteration 4F: 3 clusters Score -2520.187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 56 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 25 members 
Entering Unmasked Estep 
Score: -14081279.000000 Penalty: 52292.964844
Splitting cluster 9 changes total score from -14081411.000000 to -14081279.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -3743.080811 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -3743.081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3560.023682 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -3560.024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3592.627930 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -3592.628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3604.443848 Penalty: 406.397644
	Iteration 2F: 3 clusters Score -3604.444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3610.824707 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -3610.825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3643.347168 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -3643.347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3663.511475 Penalty: 406.397644
	Iteration 5Q: 3 clusters Score -3663.511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3667.142578 Penalty: 406.397644
	Iteration 6Q: 3 clusters Score -3667.143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3667.142578 Penalty: 406.397644
	Iteration 7F: 3 clusters Score -3667.143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Entering Unmasked Estep 
Score: -446045.656250 Penalty: 409.110413
	Iteration 0F: 2 clusters Score -446045.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -440632.718750 Penalty: 818.220825
	Iteration 0F: 3 clusters Score -440632.7 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -442816.937500 Penalty: 818.220825
	Iteration 1F: 3 clusters Score -442816.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -443107.906250 Penalty: 818.220825
	Iteration 2F: 3 clusters Score -443107.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -443441.000000 Penalty: 818.220825
	Iteration 3F: 3 clusters Score -443441 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -443757.593750 Penalty: 818.220825
	Iteration 4F: 3 clusters Score -443757.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -444014.468750 Penalty: 818.220825
	Iteration 5F: 3 clusters Score -444014.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -444181.750000 Penalty: 818.220825
	Iteration 6Q: 3 clusters Score -444181.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -444310.125000 Penalty: 818.220825
	Iteration 7Q: 3 clusters Score -444310.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -444411.843750 Penalty: 818.220825
	Iteration 8Q: 3 clusters Score -444411.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -444531.156250 Penalty: 818.220825
	Iteration 9Q: 3 clusters Score -444531.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -444665.968750 Penalty: 818.220825
	Iteration 10Q: 3 clusters Score -444666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -444809.750000 Penalty: 818.220825
	Iteration 11Q: 3 clusters Score -444809.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -444977.375000 Penalty: 818.220825
	Iteration 12Q: 3 clusters Score -444977.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -445133.218750 Penalty: 818.220825
	Iteration 13Q: 3 clusters Score -445133.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -445245.343750 Penalty: 818.220825
	Iteration 14Q: 3 clusters Score -445245.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -445331.468750 Penalty: 818.220825
	Iteration 15Q: 3 clusters Score -445331.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -445404.906250 Penalty: 818.220825
	Iteration 16Q: 3 clusters Score -445404.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -445475.593750 Penalty: 818.220825
	Iteration 17Q: 3 clusters Score -445475.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -445531.343750 Penalty: 818.220825
	Iteration 18Q: 3 clusters Score -445531.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -445577.781250 Penalty: 818.220825
	Iteration 19Q: 3 clusters Score -445577.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -445610.031250 Penalty: 818.220825
	Iteration 20F: 3 clusters Score -445610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -445635.406250 Penalty: 818.220825
	Iteration 21Q: 3 clusters Score -445635.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -445660.125000 Penalty: 818.220825
	Iteration 22Q: 3 clusters Score -445660.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -445671.875000 Penalty: 818.220825
	Iteration 23Q: 3 clusters Score -445671.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -445677.500000 Penalty: 818.220825
	Iteration 24Q: 3 clusters Score -445677.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -445686.531250 Penalty: 818.220825
	Iteration 25Q: 3 clusters Score -445686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -445692.937500 Penalty: 818.220825
	Iteration 26Q: 3 clusters Score -445692.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -445696.125000 Penalty: 818.220825
	Iteration 27Q: 3 clusters Score -445696.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -445696.125000 Penalty: 818.220825
	Iteration 28F: 3 clusters Score -445696.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Entering Unmasked Estep 
Score: -1387633.750000 Penalty: 441.520874
	Iteration 0F: 2 clusters Score -1387634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1378999.875000 Penalty: 883.041748
	Iteration 0F: 3 clusters Score -1379000 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1383550.750000 Penalty: 883.041748
	Iteration 1F: 3 clusters Score -1383551 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1384017.875000 Penalty: 883.041748
	Iteration 2F: 3 clusters Score -1384018 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1384673.750000 Penalty: 883.041748
	Iteration 3F: 3 clusters Score -1384674 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1385451.125000 Penalty: 883.041748
	Iteration 4F: 3 clusters Score -1385451 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1386113.625000 Penalty: 883.041748
	Iteration 5F: 3 clusters Score -1386114 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1386418.500000 Penalty: 883.041748
	Iteration 6Q: 3 clusters Score -1386418 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1386507.500000 Penalty: 883.041748
	Iteration 7Q: 3 clusters Score -1386508 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1386556.000000 Penalty: 883.041748
	Iteration 8Q: 3 clusters Score -1386556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1386581.375000 Penalty: 883.041748
	Iteration 9Q: 3 clusters Score -1386581 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1386590.375000 Penalty: 883.041748
	Iteration 10Q: 3 clusters Score -1386590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1386607.750000 Penalty: 883.041748
	Iteration 11Q: 3 clusters Score -1386608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1386621.875000 Penalty: 883.041748
	Iteration 12Q: 3 clusters Score -1386622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1386632.750000 Penalty: 883.041748
	Iteration 13Q: 3 clusters Score -1386633 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1386641.625000 Penalty: 883.041748
	Iteration 14Q: 3 clusters Score -1386642 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1386647.000000 Penalty: 883.041748
	Iteration 15Q: 3 clusters Score -1386647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1386659.500000 Penalty: 883.041748
	Iteration 16Q: 3 clusters Score -1386660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1386666.500000 Penalty: 883.041748
	Iteration 17Q: 3 clusters Score -1386666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1386679.125000 Penalty: 883.041748
	Iteration 18Q: 3 clusters Score -1386679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1386682.625000 Penalty: 883.041748
	Iteration 19Q: 3 clusters Score -1386683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1386691.500000 Penalty: 883.041748
	Iteration 20F: 3 clusters Score -1386692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1386695.125000 Penalty: 883.041748
	Iteration 21Q: 3 clusters Score -1386695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1386697.375000 Penalty: 883.041748
	Iteration 22Q: 3 clusters Score -1386697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1386701.000000 Penalty: 883.041748
	Iteration 23Q: 3 clusters Score -1386701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1386702.875000 Penalty: 883.041748
	Iteration 24Q: 3 clusters Score -1386703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1386704.625000 Penalty: 883.041748
	Iteration 25Q: 3 clusters Score -1386705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1386709.750000 Penalty: 883.041748
	Iteration 26Q: 3 clusters Score -1386710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1386713.500000 Penalty: 883.041748
	Iteration 27Q: 3 clusters Score -1386714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1386716.625000 Penalty: 883.041748
	Iteration 28Q: 3 clusters Score -1386717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1386718.875000 Penalty: 883.041748
	Iteration 29Q: 3 clusters Score -1386719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1386721.875000 Penalty: 883.041748
	Iteration 30Q: 3 clusters Score -1386722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1386724.375000 Penalty: 883.041748
	Iteration 31Q: 3 clusters Score -1386724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1386731.375000 Penalty: 883.041748
	Iteration 32Q: 3 clusters Score -1386731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1386733.875000 Penalty: 883.041748
	Iteration 33Q: 3 clusters Score -1386734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1386739.875000 Penalty: 883.041748
	Iteration 34Q: 3 clusters Score -1386740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1386740.375000 Penalty: 883.041748
	Iteration 35Q: 3 clusters Score -1386740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1386742.625000 Penalty: 883.041748
	Iteration 36Q: 3 clusters Score -1386743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1386747.125000 Penalty: 883.041748
	Iteration 37Q: 3 clusters Score -1386747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1386752.500000 Penalty: 883.041748
	Iteration 38Q: 3 clusters Score -1386752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1386761.375000 Penalty: 883.041748
	Iteration 39Q: 3 clusters Score -1386761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1386761.875000 Penalty: 883.041748
	Iteration 40F: 3 clusters Score -1386762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1386771.125000 Penalty: 883.041748
	Iteration 41Q: 3 clusters Score -1386771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1386778.875000 Penalty: 883.041748
	Iteration 42Q: 3 clusters Score -1386779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1386787.750000 Penalty: 883.041748
	Iteration 43Q: 3 clusters Score -1386788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1386794.375000 Penalty: 883.041748
	Iteration 44Q: 3 clusters Score -1386794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1386797.750000 Penalty: 883.041748
	Iteration 45Q: 3 clusters Score -1386798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1386806.000000 Penalty: 883.041748
	Iteration 46Q: 3 clusters Score -1386806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1386806.375000 Penalty: 883.041748
	Iteration 47Q: 3 clusters Score -1386806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1386811.500000 Penalty: 883.041748
	Iteration 48Q: 3 clusters Score -1386812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1386812.375000 Penalty: 883.041748
	Iteration 49Q: 3 clusters Score -1386812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1386813.250000 Penalty: 883.041748
	Iteration 50Q: 3 clusters Score -1386813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1386809.250000 Penalty: 883.041748
	Iteration 51Q: 3 clusters Score -1386809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1386813.250000 Penalty: 883.041748
	Iteration 52Q: 3 clusters Score -1386813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1386807.000000 Penalty: 883.041748
	Iteration 53Q: 3 clusters Score -1386807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1386810.625000 Penalty: 883.041748
	Iteration 54Q: 3 clusters Score -1386811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1386813.125000 Penalty: 883.041748
	Iteration 55Q: 3 clusters Score -1386813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1386813.125000 Penalty: 883.041748
	Iteration 56Q: 3 clusters Score -1386813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1386814.000000 Penalty: 883.041748
	Iteration 57Q: 3 clusters Score -1386814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1386818.625000 Penalty: 883.041748
	Iteration 58Q: 3 clusters Score -1386819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1386821.250000 Penalty: 883.041748
	Iteration 59Q: 3 clusters Score -1386821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1386820.875000 Penalty: 883.041748
	Iteration 60F: 3 clusters Score -1386821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1386821 nChanged 20
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Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1386822 nChanged 30
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1386821 nChanged 29
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Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1386823.500000 Penalty: 883.041748
	Iteration 65Q: 3 clusters Score -1386824 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1386824 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1386825.625000 Penalty: 883.041748
	Iteration 67Q: 3 clusters Score -1386826 nChanged 20
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Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1386822 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1386826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1386823.875000 Penalty: 883.041748
	Iteration 70Q: 3 clusters Score -1386824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1386821 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1386817.125000 Penalty: 883.041748
	Iteration 72Q: 3 clusters Score -1386817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1386817 nChanged 20
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Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1386821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1386821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1386819.375000 Penalty: 883.041748
	Iteration 76Q: 3 clusters Score -1386819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1386820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1386822.625000 Penalty: 883.041748
	Iteration 78Q: 3 clusters Score -1386823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1386821.625000 Penalty: 883.041748
	Iteration 79Q: 3 clusters Score -1386822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1386821.750000 Penalty: 883.041748
	Iteration 80F: 3 clusters Score -1386822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1386820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1386820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1386818.000000 Penalty: 883.041748
	Iteration 83Q: 3 clusters Score -1386818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1386818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1386821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1386819 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1386819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1386820 nChanged 23
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Mstep: Class 1 contains 6690 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1386820 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1386820 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1386828 nChanged 20
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Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1386828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1386830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1386836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1386836 nChanged 25
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Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1386837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1386840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1386842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1386839.625000 Penalty: 883.041748
	Iteration 100F: 3 clusters Score -1386840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1386838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1386832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1386832 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1386837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1386841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1386843.375000 Penalty: 883.041748
	Iteration 106Q: 3 clusters Score -1386843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1386849.250000 Penalty: 883.041748
	Iteration 107Q: 3 clusters Score -1386849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1386853 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6686 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1386859 nChanged 52
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Mstep: Class 1 contains 6686 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1386860 nChanged 52
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Mstep: Class 1 contains 6690 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1386863 nChanged 55
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Mstep: Class 1 contains 6689 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1386868 nChanged 60
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Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1386875 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6688 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1386888 nChanged 65
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Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1386894 nChanged 73
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Mstep: Class 1 contains 6700 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1386897 nChanged 79
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1386905 nChanged 74
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1386907 nChanged 72
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Mstep: Class 1 contains 6689 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1386905 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1386916.250000 Penalty: 883.041748
	Iteration 120F: 3 clusters Score -1386916 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1386913.875000 Penalty: 883.041748
	Iteration 121Q: 3 clusters Score -1386914 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1386920.750000 Penalty: 883.041748
	Iteration 122Q: 3 clusters Score -1386921 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1386919.500000 Penalty: 883.041748
	Iteration 123Q: 3 clusters Score -1386920 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1386924.500000 Penalty: 883.041748
	Iteration 124Q: 3 clusters Score -1386924 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1386925 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1386924 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1386923.750000 Penalty: 883.041748
	Iteration 127Q: 3 clusters Score -1386924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1386931.250000 Penalty: 883.041748
	Iteration 128Q: 3 clusters Score -1386931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1386932 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1386934.000000 Penalty: 883.041748
	Iteration 130Q: 3 clusters Score -1386934 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1386937.250000 Penalty: 883.041748
	Iteration 131Q: 3 clusters Score -1386937 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1386939 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1386940.750000 Penalty: 883.041748
	Iteration 133Q: 3 clusters Score -1386941 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1386943.750000 Penalty: 883.041748
	Iteration 134Q: 3 clusters Score -1386944 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1386948.375000 Penalty: 883.041748
	Iteration 135Q: 3 clusters Score -1386948 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1386954.750000 Penalty: 883.041748
	Iteration 136Q: 3 clusters Score -1386955 nChanged 23
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Mstep: Class 1 contains 6647 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1386958 nChanged 25
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1386965 nChanged 30
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Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1386973.875000 Penalty: 883.041748
	Iteration 139Q: 3 clusters Score -1386974 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1386975.250000 Penalty: 883.041748
	Iteration 140F: 3 clusters Score -1386975 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1386976 nChanged 30
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Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1386977 nChanged 24
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Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1386982.625000 Penalty: 883.041748
	Iteration 143Q: 3 clusters Score -1386983 nChanged 29
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Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1386984.875000 Penalty: 883.041748
	Iteration 144Q: 3 clusters Score -1386985 nChanged 31
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Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1386986 nChanged 28
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Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1386989.375000 Penalty: 883.041748
	Iteration 146Q: 3 clusters Score -1386989 nChanged 30
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Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1386993 nChanged 36
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Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1386994 nChanged 35
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Mstep: Class 1 contains 6514 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1386998 nChanged 26
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Entering Unmasked Estep 
Score: -1387001.500000 Penalty: 883.041748
	Iteration 150Q: 3 clusters Score -1387002 nChanged 22
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Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1387002 nChanged 22
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Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1387002 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1387001.625000 Penalty: 883.041748
	Iteration 153Q: 3 clusters Score -1387002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1387002.375000 Penalty: 883.041748
	Iteration 154Q: 3 clusters Score -1387002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1387000.125000 Penalty: 883.041748
	Iteration 155Q: 3 clusters Score -1387000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1387001.750000 Penalty: 883.041748
	Iteration 156Q: 3 clusters Score -1387002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1387000.875000 Penalty: 883.041748
	Iteration 157Q: 3 clusters Score -1387001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1387002.500000 Penalty: 883.041748
	Iteration 158Q: 3 clusters Score -1387002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1387000.750000 Penalty: 883.041748
	Iteration 159Q: 3 clusters Score -1387001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1387001.500000 Penalty: 883.041748
	Iteration 160F: 3 clusters Score -1387002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1387001.000000 Penalty: 883.041748
	Iteration 161Q: 3 clusters Score -1387001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1387001.000000 Penalty: 883.041748
	Iteration 162F: 3 clusters Score -1387001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -24347.890625 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -24347.89 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 157 members 
Entering Unmasked Estep 
Score: -23957.318359 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -23957.32 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24056.021484 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -24056.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24100.939453 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -24100.94 nChanged 29
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: -24147.886719 Penalty: 530.967773
	Iteration 3F: 3 clusters Score -24147.89 nChanged 23
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: -24185.757812 Penalty: 530.967773
	Iteration 4F: 3 clusters Score -24185.76 nChanged 17
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: -24214.718750 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -24214.72 nChanged 10
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: -24231.500000 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -24231.5 nChanged 8
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: -24244.570312 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -24244.57 nChanged 9
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: -24251.449219 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -24251.45 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: -24252.556641 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -24252.56 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: -24256.980469 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -24256.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24262.062500 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -24262.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24266.263672 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -24266.26 nChanged 4
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: -24271.140625 Penalty: 530.967773
	Iteration 13Q: 3 clusters Score -24271.14 nChanged 4
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: -24275.548828 Penalty: 530.967773
	Iteration 14Q: 3 clusters Score -24275.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24280.248047 Penalty: 530.967773
	Iteration 15Q: 3 clusters Score -24280.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24282.539062 Penalty: 530.967773
	Iteration 16Q: 3 clusters Score -24282.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24283.974609 Penalty: 530.967773
	Iteration 17Q: 3 clusters Score -24283.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24285.414062 Penalty: 530.967773
	Iteration 18Q: 3 clusters Score -24285.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24286.285156 Penalty: 530.967773
	Iteration 19Q: 3 clusters Score -24286.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24289.103516 Penalty: 530.967773
	Iteration 20F: 3 clusters Score -24289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24290.761719 Penalty: 530.967773
	Iteration 21Q: 3 clusters Score -24290.76 nChanged 1
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: -24291.195312 Penalty: 530.967773
	Iteration 22Q: 3 clusters Score -24291.2 nChanged 0
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: -24291.195312 Penalty: 530.967773
	Iteration 23F: 3 clusters Score -24291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1974.867310 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1974.867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1898.112061 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1898.112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1899.838135 Penalty: 331.020325
	Iteration 1Q: 3 clusters Score -1899.838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1899.838135 Penalty: 331.020325
	Iteration 2F: 3 clusters Score -1899.838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -85680.195312 Penalty: 329.416931
	Iteration 0F: 2 clusters Score -85680.2 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 690 members 
Entering Unmasked Estep 
Score: -84620.929688 Penalty: 658.833862
	Iteration 0F: 3 clusters Score -84620.93 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -84933.226562 Penalty: 658.833862
	Iteration 1F: 3 clusters Score -84933.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84974.343750 Penalty: 658.833862
	Iteration 2F: 3 clusters Score -84974.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -85008.898438 Penalty: 658.833862
	Iteration 3Q: 3 clusters Score -85008.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -85030.507812 Penalty: 658.833862
	Iteration 4Q: 3 clusters Score -85030.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -85044.875000 Penalty: 658.833862
	Iteration 5Q: 3 clusters Score -85044.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -85056.578125 Penalty: 658.833862
	Iteration 6Q: 3 clusters Score -85056.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85067.382812 Penalty: 658.833862
	Iteration 7Q: 3 clusters Score -85067.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85083.664062 Penalty: 658.833862
	Iteration 8Q: 3 clusters Score -85083.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85099.515625 Penalty: 658.833862
	Iteration 9Q: 3 clusters Score -85099.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85121.007812 Penalty: 658.833862
	Iteration 10Q: 3 clusters Score -85121.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85144.203125 Penalty: 658.833862
	Iteration 11Q: 3 clusters Score -85144.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85172.578125 Penalty: 658.833862
	Iteration 12Q: 3 clusters Score -85172.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85210.109375 Penalty: 658.833862
	Iteration 13Q: 3 clusters Score -85210.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85238.679688 Penalty: 658.833862
	Iteration 14Q: 3 clusters Score -85238.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85260.757812 Penalty: 658.833862
	Iteration 15Q: 3 clusters Score -85260.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -85278.875000 Penalty: 658.833862
	Iteration 16Q: 3 clusters Score -85278.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -85293.765625 Penalty: 658.833862
	Iteration 17Q: 3 clusters Score -85293.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -85302.367188 Penalty: 658.833862
	Iteration 18Q: 3 clusters Score -85302.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85315.671875 Penalty: 658.833862
	Iteration 19Q: 3 clusters Score -85315.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -85324.210938 Penalty: 658.833862
	Iteration 20F: 3 clusters Score -85324.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -85328.617188 Penalty: 658.833862
	Iteration 21Q: 3 clusters Score -85328.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -85331.171875 Penalty: 658.833862
	Iteration 22Q: 3 clusters Score -85331.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -85332.031250 Penalty: 658.833862
	Iteration 23Q: 3 clusters Score -85332.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -85332.500000 Penalty: 658.833862
	Iteration 24Q: 3 clusters Score -85332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -85332.890625 Penalty: 658.833862
	Iteration 25Q: 3 clusters Score -85332.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -85333.859375 Penalty: 658.833862
	Iteration 26Q: 3 clusters Score -85333.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -85334.484375 Penalty: 658.833862
	Iteration 27Q: 3 clusters Score -85334.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -85335.203125 Penalty: 658.833862
	Iteration 28Q: 3 clusters Score -85335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -85335.968750 Penalty: 658.833862
	Iteration 29Q: 3 clusters Score -85335.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -85338.148438 Penalty: 658.833862
	Iteration 30Q: 3 clusters Score -85338.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -85341.226562 Penalty: 658.833862
	Iteration 31Q: 3 clusters Score -85341.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -85343.992188 Penalty: 658.833862
	Iteration 32Q: 3 clusters Score -85343.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -85346.992188 Penalty: 658.833862
	Iteration 33Q: 3 clusters Score -85346.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -85347.554688 Penalty: 658.833862
	Iteration 34Q: 3 clusters Score -85347.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -85348.250000 Penalty: 658.833862
	Iteration 35Q: 3 clusters Score -85348.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -85349.687500 Penalty: 658.833862
	Iteration 36Q: 3 clusters Score -85349.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -85353.312500 Penalty: 658.833862
	Iteration 37Q: 3 clusters Score -85353.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -85363.781250 Penalty: 658.833862
	Iteration 38Q: 3 clusters Score -85363.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -85366.718750 Penalty: 658.833862
	Iteration 39Q: 3 clusters Score -85366.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -85367.179688 Penalty: 658.833862
	Iteration 40F: 3 clusters Score -85367.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -85367.726562 Penalty: 658.833862
	Iteration 41Q: 3 clusters Score -85367.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -85368.945312 Penalty: 658.833862
	Iteration 42Q: 3 clusters Score -85368.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -85370.828125 Penalty: 658.833862
	Iteration 43Q: 3 clusters Score -85370.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -85370.828125 Penalty: 658.833862
	Iteration 44F: 3 clusters Score -85370.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -14189.661133 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -14189.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13856.777344 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13856.78 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13963.687500 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13963.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13992.240234 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13992.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14002.944336 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -14002.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14018.986328 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -14018.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14033.777344 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -14033.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14035.380859 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -14035.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14035.380859 Penalty: 509.118713
	Iteration 7F: 3 clusters Score -14035.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -47388.597656 Penalty: 309.204620
	Iteration 0F: 2 clusters Score -47388.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46651.453125 Penalty: 618.409241
	Iteration 0F: 3 clusters Score -46651.45 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -46898.183594 Penalty: 618.409241
	Iteration 1F: 3 clusters Score -46898.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -46989.917969 Penalty: 618.409241
	Iteration 2F: 3 clusters Score -46989.92 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -47066.949219 Penalty: 618.409241
	Iteration 3F: 3 clusters Score -47066.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -47124.207031 Penalty: 618.409241
	Iteration 4F: 3 clusters Score -47124.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47155.292969 Penalty: 618.409241
	Iteration 5Q: 3 clusters Score -47155.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47167.828125 Penalty: 618.409241
	Iteration 6Q: 3 clusters Score -47167.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47174.949219 Penalty: 618.409241
	Iteration 7Q: 3 clusters Score -47174.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47182.230469 Penalty: 618.409241
	Iteration 8Q: 3 clusters Score -47182.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -47187.605469 Penalty: 618.409241
	Iteration 9Q: 3 clusters Score -47187.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47192.707031 Penalty: 618.409241
	Iteration 10Q: 3 clusters Score -47192.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47198.410156 Penalty: 618.409241
	Iteration 11Q: 3 clusters Score -47198.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47207.417969 Penalty: 618.409241
	Iteration 12Q: 3 clusters Score -47207.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47219.191406 Penalty: 618.409241
	Iteration 13Q: 3 clusters Score -47219.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -47229.484375 Penalty: 618.409241
	Iteration 14Q: 3 clusters Score -47229.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47238.171875 Penalty: 618.409241
	Iteration 15Q: 3 clusters Score -47238.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47245.511719 Penalty: 618.409241
	Iteration 16Q: 3 clusters Score -47245.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -47247.738281 Penalty: 618.409241
	Iteration 17Q: 3 clusters Score -47247.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -47250.175781 Penalty: 618.409241
	Iteration 18Q: 3 clusters Score -47250.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47257.109375 Penalty: 618.409241
	Iteration 19Q: 3 clusters Score -47257.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -47263.253906 Penalty: 618.409241
	Iteration 20F: 3 clusters Score -47263.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47264.375000 Penalty: 618.409241
	Iteration 21Q: 3 clusters Score -47264.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47265.562500 Penalty: 618.409241
	Iteration 22Q: 3 clusters Score -47265.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -47265.738281 Penalty: 618.409241
	Iteration 23Q: 3 clusters Score -47265.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47266.082031 Penalty: 618.409241
	Iteration 24Q: 3 clusters Score -47266.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47269.378906 Penalty: 618.409241
	Iteration 25Q: 3 clusters Score -47269.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47272.367188 Penalty: 618.409241
	Iteration 26Q: 3 clusters Score -47272.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -47276.289062 Penalty: 618.409241
	Iteration 27Q: 3 clusters Score -47276.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47280.273438 Penalty: 618.409241
	Iteration 28Q: 3 clusters Score -47280.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47281.714844 Penalty: 618.409241
	Iteration 29Q: 3 clusters Score -47281.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -47285.050781 Penalty: 618.409241
	Iteration 30Q: 3 clusters Score -47285.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47285.519531 Penalty: 618.409241
	Iteration 31Q: 3 clusters Score -47285.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47285.617188 Penalty: 618.409241
	Iteration 32Q: 3 clusters Score -47285.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47285.617188 Penalty: 618.409241
	Iteration 33F: 3 clusters Score -47285.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -135194.265625 Penalty: 353.525940
	Iteration 0F: 2 clusters Score -135194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -133518.843750 Penalty: 707.051880
	Iteration 0F: 3 clusters Score -133518.8 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -134164.609375 Penalty: 707.051880
	Iteration 1F: 3 clusters Score -134164.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -134315.890625 Penalty: 707.051880
	Iteration 2F: 3 clusters Score -134315.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -134450.546875 Penalty: 707.051880
	Iteration 3F: 3 clusters Score -134450.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -134602.468750 Penalty: 707.051880
	Iteration 4F: 3 clusters Score -134602.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -134767.625000 Penalty: 707.051880
	Iteration 5F: 3 clusters Score -134767.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -134870.140625 Penalty: 707.051880
	Iteration 6F: 3 clusters Score -134870.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -134921.546875 Penalty: 707.051880
	Iteration 7Q: 3 clusters Score -134921.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -134961.500000 Penalty: 707.051880
	Iteration 8Q: 3 clusters Score -134961.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -134988.578125 Penalty: 707.051880
	Iteration 9Q: 3 clusters Score -134988.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -135005.125000 Penalty: 707.051880
	Iteration 10Q: 3 clusters Score -135005.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -135017.687500 Penalty: 707.051880
	Iteration 11Q: 3 clusters Score -135017.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -135026.531250 Penalty: 707.051880
	Iteration 12Q: 3 clusters Score -135026.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -135034.984375 Penalty: 707.051880
	Iteration 13Q: 3 clusters Score -135035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -135041.515625 Penalty: 707.051880
	Iteration 14Q: 3 clusters Score -135041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -135041.984375 Penalty: 707.051880
	Iteration 15Q: 3 clusters Score -135042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -135041.937500 Penalty: 707.051880
	Iteration 16Q: 3 clusters Score -135041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -135042.031250 Penalty: 707.051880
	Iteration 17Q: 3 clusters Score -135042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -135042.031250 Penalty: 707.051880
	Iteration 18F: 3 clusters Score -135042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -10868.871094 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10868.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10574.942383 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10574.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10628.955078 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10628.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10643.428711 Penalty: 476.030884
	Iteration 2Q: 3 clusters Score -10643.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10648.885742 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10648.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10651.522461 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10651.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10652.491211 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10652.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10659.583008 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10659.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10666.535156 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -10666.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10671.421875 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -10671.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10676.345703 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -10676.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10679.299805 Penalty: 476.030884
	Iteration 10Q: 3 clusters Score -10679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10679.299805 Penalty: 476.030884
	Iteration 11F: 3 clusters Score -10679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -27264.666016 Penalty: 282.030792
	Iteration 0F: 2 clusters Score -27264.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26804.689453 Penalty: 564.061584
	Iteration 0F: 3 clusters Score -26804.69 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26963.121094 Penalty: 564.061584
	Iteration 1F: 3 clusters Score -26963.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27059.392578 Penalty: 564.061584
	Iteration 2F: 3 clusters Score -27059.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27128.380859 Penalty: 564.061584
	Iteration 3F: 3 clusters Score -27128.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27169.837891 Penalty: 564.061584
	Iteration 4F: 3 clusters Score -27169.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27189.330078 Penalty: 564.061584
	Iteration 5Q: 3 clusters Score -27189.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27212.669922 Penalty: 564.061584
	Iteration 6Q: 3 clusters Score -27212.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27232.177734 Penalty: 564.061584
	Iteration 7Q: 3 clusters Score -27232.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27242.589844 Penalty: 564.061584
	Iteration 8Q: 3 clusters Score -27242.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27258.666016 Penalty: 564.061584
	Iteration 9Q: 3 clusters Score -27258.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27269.248047 Penalty: 564.061584
	Iteration 10Q: 3 clusters Score -27269.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27272.248047 Penalty: 564.061584
	Iteration 11Q: 3 clusters Score -27272.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27277.175781 Penalty: 564.061584
	Iteration 12Q: 3 clusters Score -27277.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27278.216797 Penalty: 564.061584
	Iteration 13Q: 3 clusters Score -27278.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27278.216797 Penalty: 564.061584
	Iteration 14F: 3 clusters Score -27278.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 1813 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 271 members 
Entering Unmasked Estep 
Score: -14081366.000000 Penalty: 52292.964844
Splitting cluster 20 changes total score from -14081411.000000 to -14081366.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -23597.396484 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -23597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23074.927734 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -23074.93 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23242.226562 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -23242.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23286.142578 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -23286.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23309.812500 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -23309.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23331.900391 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -23331.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23352.671875 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -23352.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23365.548828 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -23365.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23377.820312 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -23377.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23384.539062 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -23384.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23389.285156 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -23389.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23393.503906 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -23393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23398.021484 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -23398.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23403.353516 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -23403.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23413.917969 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -23413.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23417.875000 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -23417.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23418.400391 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -23418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23418.400391 Penalty: 569.098450
	Iteration 16F: 3 clusters Score -23418.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Entering Unmasked Estep 
Score: -2303106.750000 Penalty: 477.903229
	Iteration 0F: 2 clusters Score -2303107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2278666.000000 Penalty: 955.806458
	Iteration 0F: 3 clusters Score -2278666 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2290477.000000 Penalty: 955.806458
	Iteration 1F: 3 clusters Score -2290477 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2292193.250000 Penalty: 955.806458
	Iteration 2F: 3 clusters Score -2292193 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2294489.750000 Penalty: 955.806458
	Iteration 3F: 3 clusters Score -2294490 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2296659.500000 Penalty: 955.806458
	Iteration 4F: 3 clusters Score -2296660 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2297965.750000 Penalty: 955.806458
	Iteration 5F: 3 clusters Score -2297966 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2298639.250000 Penalty: 955.806458
	Iteration 6Q: 3 clusters Score -2298639 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2299069.250000 Penalty: 955.806458
	Iteration 7Q: 3 clusters Score -2299069 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2299448.250000 Penalty: 955.806458
	Iteration 8Q: 3 clusters Score -2299448 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2299805.000000 Penalty: 955.806458
	Iteration 9Q: 3 clusters Score -2299805 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2300179.500000 Penalty: 955.806458
	Iteration 10Q: 3 clusters Score -2300180 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2300497.750000 Penalty: 955.806458
	Iteration 11Q: 3 clusters Score -2300498 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2300786.000000 Penalty: 955.806458
	Iteration 12Q: 3 clusters Score -2300786 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2301028.750000 Penalty: 955.806458
	Iteration 13Q: 3 clusters Score -2301029 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2301319.000000 Penalty: 955.806458
	Iteration 14Q: 3 clusters Score -2301319 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2301566.250000 Penalty: 955.806458
	Iteration 15Q: 3 clusters Score -2301566 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2301773.500000 Penalty: 955.806458
	Iteration 16Q: 3 clusters Score -2301774 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2301956.000000 Penalty: 955.806458
	Iteration 17Q: 3 clusters Score -2301956 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2302109.500000 Penalty: 955.806458
	Iteration 18Q: 3 clusters Score -2302110 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2302224.250000 Penalty: 955.806458
	Iteration 19Q: 3 clusters Score -2302224 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2302327.000000 Penalty: 955.806458
	Iteration 20F: 3 clusters Score -2302327 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2302402.750000 Penalty: 955.806458
	Iteration 21Q: 3 clusters Score -2302403 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2302461.500000 Penalty: 955.806458
	Iteration 22Q: 3 clusters Score -2302462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2302498.750000 Penalty: 955.806458
	Iteration 23Q: 3 clusters Score -2302499 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2302530.000000 Penalty: 955.806458
	Iteration 24Q: 3 clusters Score -2302530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2302554.750000 Penalty: 955.806458
	Iteration 25Q: 3 clusters Score -2302555 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2302576.250000 Penalty: 955.806458
	Iteration 26Q: 3 clusters Score -2302576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2302592.750000 Penalty: 955.806458
	Iteration 27Q: 3 clusters Score -2302593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2302605.750000 Penalty: 955.806458
	Iteration 28Q: 3 clusters Score -2302606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2302629.250000 Penalty: 955.806458
	Iteration 29Q: 3 clusters Score -2302629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2302644.250000 Penalty: 955.806458
	Iteration 30Q: 3 clusters Score -2302644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2302650.750000 Penalty: 955.806458
	Iteration 31Q: 3 clusters Score -2302651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2302668.250000 Penalty: 955.806458
	Iteration 32Q: 3 clusters Score -2302668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2302674.250000 Penalty: 955.806458
	Iteration 33Q: 3 clusters Score -2302674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2302685.000000 Penalty: 955.806458
	Iteration 34Q: 3 clusters Score -2302685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2302690.000000 Penalty: 955.806458
	Iteration 35Q: 3 clusters Score -2302690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2302694.250000 Penalty: 955.806458
	Iteration 36Q: 3 clusters Score -2302694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2302698.750000 Penalty: 955.806458
	Iteration 37Q: 3 clusters Score -2302699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2302706.250000 Penalty: 955.806458
	Iteration 38Q: 3 clusters Score -2302706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2302707.250000 Penalty: 955.806458
	Iteration 39Q: 3 clusters Score -2302707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2302709.750000 Penalty: 955.806458
	Iteration 40F: 3 clusters Score -2302710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2302712.500000 Penalty: 955.806458
	Iteration 41Q: 3 clusters Score -2302712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2302716.750000 Penalty: 955.806458
	Iteration 42Q: 3 clusters Score -2302717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2302721.000000 Penalty: 955.806458
	Iteration 43Q: 3 clusters Score -2302721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2302722.250000 Penalty: 955.806458
	Iteration 44Q: 3 clusters Score -2302722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2302722.250000 Penalty: 955.806458
	Iteration 45Q: 3 clusters Score -2302722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2302726.500000 Penalty: 955.806458
	Iteration 46Q: 3 clusters Score -2302726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2302728.750000 Penalty: 955.806458
	Iteration 47Q: 3 clusters Score -2302729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2302731.000000 Penalty: 955.806458
	Iteration 48Q: 3 clusters Score -2302731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2302730.250000 Penalty: 955.806458
	Iteration 49Q: 3 clusters Score -2302730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2302728.250000 Penalty: 955.806458
	Iteration 50Q: 3 clusters Score -2302728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2302727.500000 Penalty: 955.806458
	Iteration 51Q: 3 clusters Score -2302728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2302725.750000 Penalty: 955.806458
	Iteration 52Q: 3 clusters Score -2302726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2302725.500000 Penalty: 955.806458
	Iteration 53Q: 3 clusters Score -2302726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2302729.250000 Penalty: 955.806458
	Iteration 54Q: 3 clusters Score -2302729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2302730.000000 Penalty: 955.806458
	Iteration 55Q: 3 clusters Score -2302730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2302731.250000 Penalty: 955.806458
	Iteration 56Q: 3 clusters Score -2302731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2302731.500000 Penalty: 955.806458
	Iteration 57Q: 3 clusters Score -2302732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2302731.500000 Penalty: 955.806458
	Iteration 58Q: 3 clusters Score -2302732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2302733.250000 Penalty: 955.806458
	Iteration 59Q: 3 clusters Score -2302733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2302733.250000 Penalty: 955.806458
	Iteration 60F: 3 clusters Score -2302733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2302730.500000 Penalty: 955.806458
	Iteration 61Q: 3 clusters Score -2302730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2302731.250000 Penalty: 955.806458
	Iteration 62Q: 3 clusters Score -2302731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2302733.750000 Penalty: 955.806458
	Iteration 63Q: 3 clusters Score -2302734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2302733.000000 Penalty: 955.806458
	Iteration 64Q: 3 clusters Score -2302733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2302732.250000 Penalty: 955.806458
	Iteration 65Q: 3 clusters Score -2302732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2302733.000000 Penalty: 955.806458
	Iteration 66Q: 3 clusters Score -2302733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2302734.000000 Penalty: 955.806458
	Iteration 67Q: 3 clusters Score -2302734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2302735.250000 Penalty: 955.806458
	Iteration 68Q: 3 clusters Score -2302735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2302735.250000 Penalty: 955.806458
	Iteration 69Q: 3 clusters Score -2302735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2302736.500000 Penalty: 955.806458
	Iteration 70Q: 3 clusters Score -2302736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2302736.750000 Penalty: 955.806458
	Iteration 71Q: 3 clusters Score -2302737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2302738.500000 Penalty: 955.806458
	Iteration 72Q: 3 clusters Score -2302738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2302739.750000 Penalty: 955.806458
	Iteration 73Q: 3 clusters Score -2302740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2302739.500000 Penalty: 955.806458
	Iteration 74Q: 3 clusters Score -2302740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2302738.750000 Penalty: 955.806458
	Iteration 75Q: 3 clusters Score -2302739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2302738.000000 Penalty: 955.806458
	Iteration 76Q: 3 clusters Score -2302738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2302737.750000 Penalty: 955.806458
	Iteration 77Q: 3 clusters Score -2302738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2302738.750000 Penalty: 955.806458
	Iteration 78Q: 3 clusters Score -2302739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2302739.500000 Penalty: 955.806458
	Iteration 79Q: 3 clusters Score -2302740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2302739.500000 Penalty: 955.806458
	Iteration 80F: 3 clusters Score -2302740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -24758.958984 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -24758.96 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 196 members 
Entering Unmasked Estep 
Score: -24359.837891 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -24359.84 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24490.072266 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -24490.07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24540.388672 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -24540.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24561.634766 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -24561.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24576.994141 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -24576.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24586.453125 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -24586.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24590.449219 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -24590.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24595.437500 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -24595.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24598.507812 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -24598.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24602.806641 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -24602.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24605.197266 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -24605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24608.277344 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -24608.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24609.386719 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -24609.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24612.818359 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -24612.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24613.826172 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -24613.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24613.826172 Penalty: 537.882507
	Iteration 15F: 3 clusters Score -24613.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -103628.179688 Penalty: 341.374573
	Iteration 0F: 2 clusters Score -103628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -102304.445312 Penalty: 682.749146
	Iteration 0F: 3 clusters Score -102304.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -102814.937500 Penalty: 682.749146
	Iteration 1F: 3 clusters Score -102814.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -103063.585938 Penalty: 682.749146
	Iteration 2F: 3 clusters Score -103063.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -103290.031250 Penalty: 682.749146
	Iteration 3F: 3 clusters Score -103290 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -103452.367188 Penalty: 682.749146
	Iteration 4F: 3 clusters Score -103452.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -103547.117188 Penalty: 682.749146
	Iteration 5F: 3 clusters Score -103547.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -103612.015625 Penalty: 682.749146
	Iteration 6Q: 3 clusters Score -103612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -103638.843750 Penalty: 682.749146
	Iteration 7Q: 3 clusters Score -103638.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -103648.984375 Penalty: 682.749146
	Iteration 8Q: 3 clusters Score -103649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -103654.023438 Penalty: 682.749146
	Iteration 9Q: 3 clusters Score -103654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -103657.867188 Penalty: 682.749146
	Iteration 10Q: 3 clusters Score -103657.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -103660.343750 Penalty: 682.749146
	Iteration 11Q: 3 clusters Score -103660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -103661.242188 Penalty: 682.749146
	Iteration 12Q: 3 clusters Score -103661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -103661.445312 Penalty: 682.749146
	Iteration 13Q: 3 clusters Score -103661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -103661.484375 Penalty: 682.749146
	Iteration 14Q: 3 clusters Score -103661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -103661.484375 Penalty: 682.749146
	Iteration 15F: 3 clusters Score -103661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Entering Unmasked Estep 
Score: -14081441.000000 Penalty: 52292.964844
Splitting cluster 24 changes total score from -14081411.000000 to -14081441.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 25 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -32752.802734 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -32752.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32276.050781 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -32276.05 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32398.757812 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -32398.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32428.111328 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -32428.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32448.542969 Penalty: 558.925415
	Iteration 3Q: 3 clusters Score -32448.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32459.150391 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -32459.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32465.714844 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -32465.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32473.041016 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -32473.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32484.703125 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -32484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32493.714844 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -32493.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32508.941406 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -32508.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32516.361328 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -32516.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32525.476562 Penalty: 558.925415
	Iteration 11Q: 3 clusters Score -32525.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32532.341797 Penalty: 558.925415
	Iteration 12Q: 3 clusters Score -32532.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32537.814453 Penalty: 558.925415
	Iteration 13Q: 3 clusters Score -32537.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32540.763672 Penalty: 558.925415
	Iteration 14Q: 3 clusters Score -32540.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32547.187500 Penalty: 558.925415
	Iteration 15Q: 3 clusters Score -32547.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32552.091797 Penalty: 558.925415
	Iteration 16Q: 3 clusters Score -32552.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32555.794922 Penalty: 558.925415
	Iteration 17Q: 3 clusters Score -32555.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32557.080078 Penalty: 558.925415
	Iteration 18Q: 3 clusters Score -32557.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32560.115234 Penalty: 558.925415
	Iteration 19Q: 3 clusters Score -32560.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32564.837891 Penalty: 558.925415
	Iteration 20F: 3 clusters Score -32564.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32566.386719 Penalty: 558.925415
	Iteration 21Q: 3 clusters Score -32566.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32566.677734 Penalty: 558.925415
	Iteration 22Q: 3 clusters Score -32566.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32566.677734 Penalty: 558.925415
	Iteration 23F: 3 clusters Score -32566.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -31279.927734 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -31279.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30809.662109 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -30809.66 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30970.308594 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -30970.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31003.970703 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -31003.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31021.345703 Penalty: 566.973816
	Iteration 3Q: 3 clusters Score -31021.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31037.494141 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -31037.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31050.236328 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -31050.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31057.181641 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -31057.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31071.226562 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -31071.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31087.558594 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -31087.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31110.746094 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -31110.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31125.429688 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -31125.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31130.972656 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -31130.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31139.421875 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -31139.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31143.884766 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -31143.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31147.021484 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -31147.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31149.431641 Penalty: 566.973816
	Iteration 15Q: 3 clusters Score -31149.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31151.451172 Penalty: 566.973816
	Iteration 16Q: 3 clusters Score -31151.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31152.818359 Penalty: 566.973816
	Iteration 17Q: 3 clusters Score -31152.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31153.337891 Penalty: 566.973816
	Iteration 18Q: 3 clusters Score -31153.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31153.337891 Penalty: 566.973816
	Iteration 19F: 3 clusters Score -31153.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -112886.312500 Penalty: 341.674744
	Iteration 0F: 2 clusters Score -112886.3 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 935 members 
Entering Unmasked Estep 
Score: -111574.890625 Penalty: 683.349487
	Iteration 0F: 3 clusters Score -111574.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -111960.367188 Penalty: 683.349487
	Iteration 1F: 3 clusters Score -111960.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -112017.734375 Penalty: 683.349487
	Iteration 2F: 3 clusters Score -112017.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -112092.562500 Penalty: 683.349487
	Iteration 3F: 3 clusters Score -112092.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -112166.429688 Penalty: 683.349487
	Iteration 4F: 3 clusters Score -112166.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -112249.304688 Penalty: 683.349487
	Iteration 5F: 3 clusters Score -112249.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -112331.773438 Penalty: 683.349487
	Iteration 6F: 3 clusters Score -112331.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -112413.562500 Penalty: 683.349487
	Iteration 7F: 3 clusters Score -112413.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -112482.976562 Penalty: 683.349487
	Iteration 8Q: 3 clusters Score -112483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -112547.843750 Penalty: 683.349487
	Iteration 9Q: 3 clusters Score -112547.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -112585.242188 Penalty: 683.349487
	Iteration 10Q: 3 clusters Score -112585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -112599.851562 Penalty: 683.349487
	Iteration 11Q: 3 clusters Score -112599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -112602.140625 Penalty: 683.349487
	Iteration 12Q: 3 clusters Score -112602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -112606.734375 Penalty: 683.349487
	Iteration 13Q: 3 clusters Score -112606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -112610.367188 Penalty: 683.349487
	Iteration 14Q: 3 clusters Score -112610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -112614.531250 Penalty: 683.349487
	Iteration 15Q: 3 clusters Score -112614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -112615.195312 Penalty: 683.349487
	Iteration 16Q: 3 clusters Score -112615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -112615.195312 Penalty: 683.349487
	Iteration 17F: 3 clusters Score -112615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -7124.123047 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -7124.123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6893.960938 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -6893.961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6965.368652 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -6965.369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6979.608398 Penalty: 452.253021
	Iteration 2Q: 3 clusters Score -6979.608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6987.100586 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -6987.101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6994.503906 Penalty: 452.253021
	Iteration 4Q: 3 clusters Score -6994.504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7000.969727 Penalty: 452.253021
	Iteration 5Q: 3 clusters Score -7000.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7003.291016 Penalty: 452.253021
	Iteration 6Q: 3 clusters Score -7003.291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7005.101562 Penalty: 452.253021
	Iteration 7Q: 3 clusters Score -7005.102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7010.788086 Penalty: 452.253021
	Iteration 8Q: 3 clusters Score -7010.788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7011.805176 Penalty: 452.253021
	Iteration 9Q: 3 clusters Score -7011.805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7013.168457 Penalty: 452.253021
	Iteration 10Q: 3 clusters Score -7013.168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7014.417480 Penalty: 452.253021
	Iteration 11Q: 3 clusters Score -7014.417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7024.407227 Penalty: 452.253021
	Iteration 12Q: 3 clusters Score -7024.407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7024.407227 Penalty: 452.253021
	Iteration 13F: 3 clusters Score -7024.407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -31931.410156 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -31931.41 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 298 members 
Entering Unmasked Estep 
Score: -31421.822266 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -31421.82 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31542.931641 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -31542.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31569.605469 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -31569.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31580.419922 Penalty: 576.972717
	Iteration 3Q: 3 clusters Score -31580.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31596.166016 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -31596.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -31606.876953 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -31606.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31613.271484 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -31613.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31615.515625 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -31615.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31616.667969 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -31616.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31616.667969 Penalty: 576.972717
	Iteration 9F: 3 clusters Score -31616.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -35837.574219 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -35837.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35368.566406 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -35368.57 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35467.335938 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -35467.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35502.460938 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -35502.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35532.414062 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -35532.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35551.039062 Penalty: 561.052979
	Iteration 4Q: 3 clusters Score -35551.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35576.324219 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -35576.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35587.464844 Penalty: 561.052979
	Iteration 6Q: 3 clusters Score -35587.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35597.355469 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -35597.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35609.785156 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -35609.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35622.820312 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -35622.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35632.351562 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -35632.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35634.460938 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -35634.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35635.242188 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -35635.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35636.488281 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -35636.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35636.589844 Penalty: 561.052979
	Iteration 14Q: 3 clusters Score -35636.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35636.589844 Penalty: 561.052979
	Iteration 15F: 3 clusters Score -35636.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -96423.234375 Penalty: 335.230743
	Iteration 0F: 2 clusters Score -96423.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -95235.390625 Penalty: 670.461487
	Iteration 0F: 3 clusters Score -95235.39 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -95592.312500 Penalty: 670.461487
	Iteration 1F: 3 clusters Score -95592.31 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -95685.929688 Penalty: 670.461487
	Iteration 2F: 3 clusters Score -95685.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -95731.500000 Penalty: 670.461487
	Iteration 3F: 3 clusters Score -95731.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -95765.398438 Penalty: 670.461487
	Iteration 4Q: 3 clusters Score -95765.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -95793.250000 Penalty: 670.461487
	Iteration 5Q: 3 clusters Score -95793.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -95816.304688 Penalty: 670.461487
	Iteration 6Q: 3 clusters Score -95816.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -95840.226562 Penalty: 670.461487
	Iteration 7Q: 3 clusters Score -95840.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -95864.109375 Penalty: 670.461487
	Iteration 8Q: 3 clusters Score -95864.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -95889.820312 Penalty: 670.461487
	Iteration 9Q: 3 clusters Score -95889.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -95913.468750 Penalty: 670.461487
	Iteration 10Q: 3 clusters Score -95913.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -95927.359375 Penalty: 670.461487
	Iteration 11Q: 3 clusters Score -95927.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -95943.968750 Penalty: 670.461487
	Iteration 12Q: 3 clusters Score -95943.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -95957.390625 Penalty: 670.461487
	Iteration 13Q: 3 clusters Score -95957.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -95969.429688 Penalty: 670.461487
	Iteration 14Q: 3 clusters Score -95969.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -95979.671875 Penalty: 670.461487
	Iteration 15Q: 3 clusters Score -95979.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -95987.921875 Penalty: 670.461487
	Iteration 16Q: 3 clusters Score -95987.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -95992.554688 Penalty: 670.461487
	Iteration 17Q: 3 clusters Score -95992.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -95996.125000 Penalty: 670.461487
	Iteration 18Q: 3 clusters Score -95996.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -95997.257812 Penalty: 670.461487
	Iteration 19Q: 3 clusters Score -95997.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -95998.242188 Penalty: 670.461487
	Iteration 20F: 3 clusters Score -95998.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -95998.789062 Penalty: 670.461487
	Iteration 21Q: 3 clusters Score -95998.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -95999.265625 Penalty: 670.461487
	Iteration 22Q: 3 clusters Score -95999.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -96000.109375 Penalty: 670.461487
	Iteration 23Q: 3 clusters Score -96000.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -96000.578125 Penalty: 670.461487
	Iteration 24Q: 3 clusters Score -96000.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -96001.187500 Penalty: 670.461487
	Iteration 25Q: 3 clusters Score -96001.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -96001.562500 Penalty: 670.461487
	Iteration 26Q: 3 clusters Score -96001.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -96001.562500 Penalty: 670.461487
	Iteration 27F: 3 clusters Score -96001.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -4151.902344 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -4151.902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3960.219727 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -3960.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3997.725098 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -3997.725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4005.305908 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -4005.306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4021.437256 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -4021.437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4022.806885 Penalty: 403.204315
	Iteration 4Q: 3 clusters Score -4022.807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4024.321289 Penalty: 403.204315
	Iteration 5Q: 3 clusters Score -4024.321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4024.321289 Penalty: 403.204315
	Iteration 6F: 3 clusters Score -4024.321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -7704.678223 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -7704.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7465.101562 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -7465.102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7500.698730 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -7500.699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7511.746582 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -7511.747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7512.576172 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -7512.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7513.519531 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -7513.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7515.227051 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -7515.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7516.032715 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -7516.033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7516.032715 Penalty: 445.021759
	Iteration 7F: 3 clusters Score -7516.033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Entering Unmasked Estep 
Score: -1561483.875000 Penalty: 462.605743
	Iteration 0F: 2 clusters Score -1561484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1544069.750000 Penalty: 925.211487
	Iteration 0F: 3 clusters Score -1544070 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1551334.000000 Penalty: 925.211487
	Iteration 1F: 3 clusters Score -1551334 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1551750.500000 Penalty: 925.211487
	Iteration 2Q: 3 clusters Score -1551750 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1552269.625000 Penalty: 925.211487
	Iteration 3Q: 3 clusters Score -1552270 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1552879.125000 Penalty: 925.211487
	Iteration 4Q: 3 clusters Score -1552879 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1553607.875000 Penalty: 925.211487
	Iteration 5F: 3 clusters Score -1553608 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1554548.250000 Penalty: 925.211487
	Iteration 6F: 3 clusters Score -1554548 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1555587.750000 Penalty: 925.211487
	Iteration 7F: 3 clusters Score -1555588 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1556600.500000 Penalty: 925.211487
	Iteration 8F: 3 clusters Score -1556600 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1557635.125000 Penalty: 925.211487
	Iteration 9F: 3 clusters Score -1557635 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1558550.625000 Penalty: 925.211487
	Iteration 10Q: 3 clusters Score -1558551 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1559215.125000 Penalty: 925.211487
	Iteration 11Q: 3 clusters Score -1559215 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1559699.125000 Penalty: 925.211487
	Iteration 12Q: 3 clusters Score -1559699 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1560045.000000 Penalty: 925.211487
	Iteration 13Q: 3 clusters Score -1560045 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1560290.000000 Penalty: 925.211487
	Iteration 14Q: 3 clusters Score -1560290 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1560474.750000 Penalty: 925.211487
	Iteration 15Q: 3 clusters Score -1560475 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1560617.750000 Penalty: 925.211487
	Iteration 16Q: 3 clusters Score -1560618 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1560758.250000 Penalty: 925.211487
	Iteration 17Q: 3 clusters Score -1560758 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1560860.750000 Penalty: 925.211487
	Iteration 18Q: 3 clusters Score -1560861 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1560940.750000 Penalty: 925.211487
	Iteration 19Q: 3 clusters Score -1560941 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1560995.125000 Penalty: 925.211487
	Iteration 20F: 3 clusters Score -1560995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1561029.875000 Penalty: 925.211487
	Iteration 21Q: 3 clusters Score -1561030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1561047.000000 Penalty: 925.211487
	Iteration 22Q: 3 clusters Score -1561047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1561061.500000 Penalty: 925.211487
	Iteration 23Q: 3 clusters Score -1561062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1561073.125000 Penalty: 925.211487
	Iteration 24Q: 3 clusters Score -1561073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1561082.500000 Penalty: 925.211487
	Iteration 25Q: 3 clusters Score -1561082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1561088.000000 Penalty: 925.211487
	Iteration 26Q: 3 clusters Score -1561088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1561090.250000 Penalty: 925.211487
	Iteration 27Q: 3 clusters Score -1561090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1561096.250000 Penalty: 925.211487
	Iteration 28Q: 3 clusters Score -1561096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1561102.625000 Penalty: 925.211487
	Iteration 29Q: 3 clusters Score -1561103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1561104.500000 Penalty: 925.211487
	Iteration 30Q: 3 clusters Score -1561104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1561107.750000 Penalty: 925.211487
	Iteration 31Q: 3 clusters Score -1561108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1561109.500000 Penalty: 925.211487
	Iteration 32Q: 3 clusters Score -1561110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1561112.250000 Penalty: 925.211487
	Iteration 33Q: 3 clusters Score -1561112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1561114.125000 Penalty: 925.211487
	Iteration 34Q: 3 clusters Score -1561114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1561114.125000 Penalty: 925.211487
	Iteration 35Q: 3 clusters Score -1561114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1561117.750000 Penalty: 925.211487
	Iteration 36Q: 3 clusters Score -1561118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1561118.625000 Penalty: 925.211487
	Iteration 37Q: 3 clusters Score -1561119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1561118.250000 Penalty: 925.211487
	Iteration 38Q: 3 clusters Score -1561118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1561119.750000 Penalty: 925.211487
	Iteration 39Q: 3 clusters Score -1561120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1561119.875000 Penalty: 925.211487
	Iteration 40F: 3 clusters Score -1561120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1561120.125000 Penalty: 925.211487
	Iteration 41Q: 3 clusters Score -1561120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1561120.875000 Penalty: 925.211487
	Iteration 42Q: 3 clusters Score -1561121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1561120.750000 Penalty: 925.211487
	Iteration 43Q: 3 clusters Score -1561121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1561121.250000 Penalty: 925.211487
	Iteration 44Q: 3 clusters Score -1561121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1561120.000000 Penalty: 925.211487
	Iteration 45Q: 3 clusters Score -1561120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1561120.000000 Penalty: 925.211487
	Iteration 46F: 3 clusters Score -1561120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16364.975586 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16364.98 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 142 members 
Entering Unmasked Estep 
Score: -16007.524414 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16007.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16092.797852 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16092.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16111.398438 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16111.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16127.000977 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16136.853516 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16136.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16147.711914 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16147.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16156.518555 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16156.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16159.288086 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16159.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16159.782227 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16159.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16160.001953 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16160.001953 Penalty: 520.249512
	Iteration 10F: 3 clusters Score -16160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -49292.671875 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -49292.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -48551.800781 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -48551.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -48764.511719 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -48764.51 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48834.570312 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -48834.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48880.355469 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -48880.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48912.738281 Penalty: 617.898865
	Iteration 4Q: 3 clusters Score -48912.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48945.023438 Penalty: 617.898865
	Iteration 5F: 3 clusters Score -48945.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -48966.253906 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -48966.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48986.007812 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -48986.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -49015.500000 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -49015.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -49037.113281 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -49037.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -49059.535156 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -49059.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -49078.503906 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -49078.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -49100.636719 Penalty: 617.898865
	Iteration 12Q: 3 clusters Score -49100.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49111.121094 Penalty: 617.898865
	Iteration 13Q: 3 clusters Score -49111.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49120.035156 Penalty: 617.898865
	Iteration 14Q: 3 clusters Score -49120.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -49135.980469 Penalty: 617.898865
	Iteration 15Q: 3 clusters Score -49135.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -49154.324219 Penalty: 617.898865
	Iteration 16Q: 3 clusters Score -49154.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -49165.992188 Penalty: 617.898865
	Iteration 17Q: 3 clusters Score -49165.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49181.621094 Penalty: 617.898865
	Iteration 18Q: 3 clusters Score -49181.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49190.890625 Penalty: 617.898865
	Iteration 19Q: 3 clusters Score -49190.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49192.660156 Penalty: 617.898865
	Iteration 20F: 3 clusters Score -49192.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -49194.109375 Penalty: 617.898865
	Iteration 21Q: 3 clusters Score -49194.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -49195.574219 Penalty: 617.898865
	Iteration 22Q: 3 clusters Score -49195.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49196.453125 Penalty: 617.898865
	Iteration 23Q: 3 clusters Score -49196.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49196.773438 Penalty: 617.898865
	Iteration 24Q: 3 clusters Score -49196.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49196.773438 Penalty: 617.898865
	Iteration 25F: 3 clusters Score -49196.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -16092.235352 Penalty: 276.740967
	Iteration 0F: 2 clusters Score -16092.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15685.236328 Penalty: 553.481934
	Iteration 0F: 3 clusters Score -15685.24 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15874.110352 Penalty: 553.481934
	Iteration 1F: 3 clusters Score -15874.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15930.827148 Penalty: 553.481934
	Iteration 2F: 3 clusters Score -15930.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15976.732422 Penalty: 553.481934
	Iteration 3F: 3 clusters Score -15976.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16001.514648 Penalty: 553.481934
	Iteration 4Q: 3 clusters Score -16001.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16023.239258 Penalty: 553.481934
	Iteration 5Q: 3 clusters Score -16023.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16053.304688 Penalty: 553.481934
	Iteration 6Q: 3 clusters Score -16053.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16072.548828 Penalty: 553.481934
	Iteration 7Q: 3 clusters Score -16072.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16088.709961 Penalty: 553.481934
	Iteration 8Q: 3 clusters Score -16088.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16099.364258 Penalty: 553.481934
	Iteration 9Q: 3 clusters Score -16099.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16111.414062 Penalty: 553.481934
	Iteration 10Q: 3 clusters Score -16111.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16119.876953 Penalty: 553.481934
	Iteration 11Q: 3 clusters Score -16119.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -16128.265625 Penalty: 553.481934
	Iteration 12Q: 3 clusters Score -16128.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16129.640625 Penalty: 553.481934
	Iteration 13Q: 3 clusters Score -16129.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16129.640625 Penalty: 553.481934
	Iteration 14F: 3 clusters Score -16129.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 76 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 362 members 
Entering Unmasked Estep 
Score: -14081196.000000 Penalty: 52855.253906
Splitting cluster 37 changes total score from -14081411.000000 to -14081196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -101289.015625 Penalty: 333.652557
	Iteration 0F: 2 clusters Score -101289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -100178.273438 Penalty: 667.305115
	Iteration 0F: 3 clusters Score -100178.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -100561.054688 Penalty: 667.305115
	Iteration 1F: 3 clusters Score -100561.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -100664.164062 Penalty: 667.305115
	Iteration 2F: 3 clusters Score -100664.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -100736.445312 Penalty: 667.305115
	Iteration 3F: 3 clusters Score -100736.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -100791.500000 Penalty: 667.305115
	Iteration 4Q: 3 clusters Score -100791.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -100838.984375 Penalty: 667.305115
	Iteration 5Q: 3 clusters Score -100839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -100883.437500 Penalty: 667.305115
	Iteration 6Q: 3 clusters Score -100883.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -100909.242188 Penalty: 667.305115
	Iteration 7Q: 3 clusters Score -100909.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -100929.148438 Penalty: 667.305115
	Iteration 8Q: 3 clusters Score -100929.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -100947.328125 Penalty: 667.305115
	Iteration 9Q: 3 clusters Score -100947.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -100964.734375 Penalty: 667.305115
	Iteration 10Q: 3 clusters Score -100964.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -100974.156250 Penalty: 667.305115
	Iteration 11Q: 3 clusters Score -100974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -100978.289062 Penalty: 667.305115
	Iteration 12Q: 3 clusters Score -100978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -100979.343750 Penalty: 667.305115
	Iteration 13Q: 3 clusters Score -100979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -100979.343750 Penalty: 667.305115
	Iteration 14F: 3 clusters Score -100979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -173342.781250 Penalty: 349.615814
	Iteration 0F: 2 clusters Score -173342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -171786.328125 Penalty: 699.231628
	Iteration 0F: 3 clusters Score -171786.3 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -172288.843750 Penalty: 699.231628
	Iteration 1F: 3 clusters Score -172288.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -172381.265625 Penalty: 699.231628
	Iteration 2F: 3 clusters Score -172381.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -172458.406250 Penalty: 699.231628
	Iteration 3F: 3 clusters Score -172458.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -172527.093750 Penalty: 699.231628
	Iteration 4F: 3 clusters Score -172527.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -172609.609375 Penalty: 699.231628
	Iteration 5Q: 3 clusters Score -172609.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -172681.515625 Penalty: 699.231628
	Iteration 6Q: 3 clusters Score -172681.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -172731.203125 Penalty: 699.231628
	Iteration 7Q: 3 clusters Score -172731.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -172775.046875 Penalty: 699.231628
	Iteration 8Q: 3 clusters Score -172775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172817.968750 Penalty: 699.231628
	Iteration 9Q: 3 clusters Score -172818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -172858.328125 Penalty: 699.231628
	Iteration 10Q: 3 clusters Score -172858.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172887.375000 Penalty: 699.231628
	Iteration 11Q: 3 clusters Score -172887.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -172902.500000 Penalty: 699.231628
	Iteration 12Q: 3 clusters Score -172902.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -172907.500000 Penalty: 699.231628
	Iteration 13Q: 3 clusters Score -172907.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -172915.046875 Penalty: 699.231628
	Iteration 14Q: 3 clusters Score -172915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -172922.859375 Penalty: 699.231628
	Iteration 15Q: 3 clusters Score -172922.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -172931.421875 Penalty: 699.231628
	Iteration 16Q: 3 clusters Score -172931.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -172947.687500 Penalty: 699.231628
	Iteration 17Q: 3 clusters Score -172947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -172961.875000 Penalty: 699.231628
	Iteration 18Q: 3 clusters Score -172961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -172975.500000 Penalty: 699.231628
	Iteration 19Q: 3 clusters Score -172975.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -172999.031250 Penalty: 699.231628
	Iteration 20F: 3 clusters Score -172999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -173024.468750 Penalty: 699.231628
	Iteration 21Q: 3 clusters Score -173024.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -173058.453125 Penalty: 699.231628
	Iteration 22Q: 3 clusters Score -173058.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -173083.640625 Penalty: 699.231628
	Iteration 23Q: 3 clusters Score -173083.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -173102.046875 Penalty: 699.231628
	Iteration 24Q: 3 clusters Score -173102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -173118.375000 Penalty: 699.231628
	Iteration 25Q: 3 clusters Score -173118.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -173129.968750 Penalty: 699.231628
	Iteration 26Q: 3 clusters Score -173130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -173137.062500 Penalty: 699.231628
	Iteration 27Q: 3 clusters Score -173137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -173141.875000 Penalty: 699.231628
	Iteration 28Q: 3 clusters Score -173141.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -173144.296875 Penalty: 699.231628
	Iteration 29Q: 3 clusters Score -173144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -173145.250000 Penalty: 699.231628
	Iteration 30Q: 3 clusters Score -173145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -173145.765625 Penalty: 699.231628
	Iteration 31Q: 3 clusters Score -173145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -173145.937500 Penalty: 699.231628
	Iteration 32Q: 3 clusters Score -173145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -173145.937500 Penalty: 699.231628
	Iteration 33F: 3 clusters Score -173145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -29594.433594 Penalty: 282.855591
	Iteration 0F: 2 clusters Score -29594.43 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 235 members 
Entering Unmasked Estep 
Score: -29159.228516 Penalty: 565.711182
	Iteration 0F: 3 clusters Score -29159.23 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29402.869141 Penalty: 565.711182
	Iteration 1F: 3 clusters Score -29402.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29449.623047 Penalty: 565.711182
	Iteration 2F: 3 clusters Score -29449.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29478.427734 Penalty: 565.711182
	Iteration 3Q: 3 clusters Score -29478.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29504.412109 Penalty: 565.711182
	Iteration 4Q: 3 clusters Score -29504.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -29520.552734 Penalty: 565.711182
	Iteration 5Q: 3 clusters Score -29520.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -29527.238281 Penalty: 565.711182
	Iteration 6Q: 3 clusters Score -29527.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -29535.685547 Penalty: 565.711182
	Iteration 7Q: 3 clusters Score -29535.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -29539.453125 Penalty: 565.711182
	Iteration 8Q: 3 clusters Score -29539.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -29544.515625 Penalty: 565.711182
	Iteration 9Q: 3 clusters Score -29544.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -29546.990234 Penalty: 565.711182
	Iteration 10Q: 3 clusters Score -29546.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -29546.990234 Penalty: 565.711182
	Iteration 11F: 3 clusters Score -29546.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -18487.384766 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -18487.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18174.232422 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -18174.23 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18288.585938 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -18288.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18334.574219 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -18334.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18375.367188 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -18375.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18399.785156 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -18399.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18433.320312 Penalty: 502.816223
	Iteration 5F: 3 clusters Score -18433.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18446.628906 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -18446.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18470.156250 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -18470.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18481.132812 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -18481.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18486.781250 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -18486.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18490.884766 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -18490.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18497.597656 Penalty: 502.816223
	Iteration 11Q: 3 clusters Score -18497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18498.072266 Penalty: 502.816223
	Iteration 12Q: 3 clusters Score -18498.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18498.072266 Penalty: 502.816223
	Iteration 13F: 3 clusters Score -18498.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 77 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 174 members 
Entering Unmasked Estep 
Score: -14081140.000000 Penalty: 52855.253906
Splitting cluster 41 changes total score from -14081411.000000 to -14081140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -31015.115234 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -31015.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30558.919922 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -30558.92 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30687.501953 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -30687.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30718.566406 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -30718.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30734.478516 Penalty: 558.139221
	Iteration 3Q: 3 clusters Score -30734.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30757.724609 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -30757.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30765.890625 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -30765.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30775.119141 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -30775.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30787.039062 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -30787.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30797.306641 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -30797.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30804.718750 Penalty: 558.139221
	Iteration 9Q: 3 clusters Score -30804.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30810.425781 Penalty: 558.139221
	Iteration 10Q: 3 clusters Score -30810.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30814.083984 Penalty: 558.139221
	Iteration 11Q: 3 clusters Score -30814.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30819.611328 Penalty: 558.139221
	Iteration 12Q: 3 clusters Score -30819.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30823.248047 Penalty: 558.139221
	Iteration 13Q: 3 clusters Score -30823.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30827.435547 Penalty: 558.139221
	Iteration 14Q: 3 clusters Score -30827.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30828.882812 Penalty: 558.139221
	Iteration 15Q: 3 clusters Score -30828.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30831.746094 Penalty: 558.139221
	Iteration 16Q: 3 clusters Score -30831.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30831.962891 Penalty: 558.139221
	Iteration 17Q: 3 clusters Score -30831.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30831.962891 Penalty: 558.139221
	Iteration 18F: 3 clusters Score -30831.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5931.393555 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5931.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5736.478027 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -5736.478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5778.325684 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5778.326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5791.715820 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -5791.716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5799.341309 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -5799.341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5801.070312 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -5801.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5801.070312 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -5801.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -7224.265137 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -7224.265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7044.801758 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7044.802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7197.391113 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7197.391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7231.062012 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7231.062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7260.684570 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -7260.685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7269.381348 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -7269.381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7281.177734 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -7281.178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7289.227539 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -7289.228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7290.979004 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -7290.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7292.149414 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -7292.149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7292.197266 Penalty: 466.280701
	Iteration 9F: 3 clusters Score -7292.197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7295.634766 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -7295.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7295.634766 Penalty: 466.280701
	Iteration 11F: 3 clusters Score -7295.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 72 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 544 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 96 members 
Entering Unmasked Estep 
Score: -14081183.000000 Penalty: 52855.253906
Splitting cluster 44 changes total score from -14081411.000000 to -14081183.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -14324.502930 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -14324.5 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 134 members 
Entering Unmasked Estep 
Score: -13983.879883 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -13983.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14046.462891 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -14046.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14063.350586 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -14063.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14073.684570 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -14073.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14082.185547 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -14082.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14092.957031 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -14092.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14098.583984 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -14098.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14102.223633 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -14102.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14111.373047 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -14111.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14113.574219 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -14113.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14115.728516 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -14115.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14117.504883 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -14117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14119.147461 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -14119.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14121.228516 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -14121.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14122.929688 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -14122.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14125.483398 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -14125.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14128.791992 Penalty: 514.056702
	Iteration 16Q: 3 clusters Score -14128.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -14131.019531 Penalty: 514.056702
	Iteration 17Q: 3 clusters Score -14131.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -14131.019531 Penalty: 514.056702
	Iteration 18F: 3 clusters Score -14131.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -9504.118164 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -9504.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9258.920898 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -9258.921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9334.918945 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -9334.919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9354.019531 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -9354.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9364.507812 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -9364.508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9376.359375 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -9376.359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9378.342773 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -9378.343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9378.779297 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -9378.779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9378.779297 Penalty: 453.508209
	Iteration 7F: 3 clusters Score -9378.779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -29144.935547 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -29144.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28686.035156 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -28686.04 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28846.744141 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -28846.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28882.865234 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -28882.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28909.710938 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -28909.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28942.896484 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -28942.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28968.791016 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -28968.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28986.402344 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -28986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29000.195312 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -29000.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29008.580078 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -29008.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29019.291016 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -29019.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29025.441406 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -29025.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29029.939453 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -29029.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29034.037109 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -29034.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -29035.443359 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -29035.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -29037.095703 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -29037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -29040.003906 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -29040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -29042.755859 Penalty: 564.798401
	Iteration 16Q: 3 clusters Score -29042.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -29047.466797 Penalty: 564.798401
	Iteration 17Q: 3 clusters Score -29047.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -29050.658203 Penalty: 564.798401
	Iteration 18Q: 3 clusters Score -29050.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -29052.750000 Penalty: 564.798401
	Iteration 19Q: 3 clusters Score -29052.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -29053.806641 Penalty: 564.798401
	Iteration 20F: 3 clusters Score -29053.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -29057.064453 Penalty: 564.798401
	Iteration 21Q: 3 clusters Score -29057.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -29058.050781 Penalty: 564.798401
	Iteration 22Q: 3 clusters Score -29058.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -29058.050781 Penalty: 564.798401
	Iteration 23F: 3 clusters Score -29058.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8226.267578 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8226.268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7972.729980 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7972.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8046.880859 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -8046.881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8060.647461 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -8060.647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8062.116211 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -8062.116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8062.116211 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -8062.116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -9403.649414 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -9403.649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9129.211914 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -9129.212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9188.216797 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -9188.217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9216.771484 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -9216.771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9227.156250 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -9227.156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9233.658203 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -9233.658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9240.381836 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -9240.382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9243.103516 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -9243.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9244.932617 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -9244.933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9246.374023 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -9246.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9246.374023 Penalty: 468.421997
	Iteration 9F: 3 clusters Score -9246.374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2698.264160 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2698.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2568.488037 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2568.488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2585.908447 Penalty: 367.917664
	Iteration 1Q: 3 clusters Score -2585.908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2585.908447 Penalty: 367.917664
	Iteration 2F: 3 clusters Score -2585.908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -35961.984375 Penalty: 286.602203
	Iteration 0F: 2 clusters Score -35961.98 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 275 members 
Entering Unmasked Estep 
Score: -35469.507812 Penalty: 573.204407
	Iteration 0F: 3 clusters Score -35469.51 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35671.812500 Penalty: 573.204407
	Iteration 1F: 3 clusters Score -35671.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35757.984375 Penalty: 573.204407
	Iteration 2F: 3 clusters Score -35757.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35804.082031 Penalty: 573.204407
	Iteration 3F: 3 clusters Score -35804.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35841.574219 Penalty: 573.204407
	Iteration 4F: 3 clusters Score -35841.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35870.605469 Penalty: 573.204407
	Iteration 5Q: 3 clusters Score -35870.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35907.539062 Penalty: 573.204407
	Iteration 6Q: 3 clusters Score -35907.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35952.386719 Penalty: 573.204407
	Iteration 7F: 3 clusters Score -35952.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35993.234375 Penalty: 573.204407
	Iteration 8Q: 3 clusters Score -35993.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36034.363281 Penalty: 573.204407
	Iteration 9Q: 3 clusters Score -36034.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36087.402344 Penalty: 573.204407
	Iteration 10Q: 3 clusters Score -36087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36120.625000 Penalty: 573.204407
	Iteration 11Q: 3 clusters Score -36120.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36131.171875 Penalty: 573.204407
	Iteration 12Q: 3 clusters Score -36131.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36139.566406 Penalty: 573.204407
	Iteration 13Q: 3 clusters Score -36139.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36151.093750 Penalty: 573.204407
	Iteration 14Q: 3 clusters Score -36151.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36165.824219 Penalty: 573.204407
	Iteration 15Q: 3 clusters Score -36165.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36172.417969 Penalty: 573.204407
	Iteration 16Q: 3 clusters Score -36172.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36173.925781 Penalty: 573.204407
	Iteration 17Q: 3 clusters Score -36173.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36175.714844 Penalty: 573.204407
	Iteration 18Q: 3 clusters Score -36175.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36179.593750 Penalty: 573.204407
	Iteration 19Q: 3 clusters Score -36179.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36188.253906 Penalty: 573.204407
	Iteration 20F: 3 clusters Score -36188.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36196.777344 Penalty: 573.204407
	Iteration 21Q: 3 clusters Score -36196.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36206.824219 Penalty: 573.204407
	Iteration 22Q: 3 clusters Score -36206.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36212.269531 Penalty: 573.204407
	Iteration 23Q: 3 clusters Score -36212.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36230.906250 Penalty: 573.204407
	Iteration 24Q: 3 clusters Score -36230.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36248.070312 Penalty: 573.204407
	Iteration 25Q: 3 clusters Score -36248.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36262.125000 Penalty: 573.204407
	Iteration 26Q: 3 clusters Score -36262.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36265.578125 Penalty: 573.204407
	Iteration 27Q: 3 clusters Score -36265.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36271.738281 Penalty: 573.204407
	Iteration 28Q: 3 clusters Score -36271.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36271.738281 Penalty: 573.204407
	Iteration 29F: 3 clusters Score -36271.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Entering Unmasked Estep 
Score: -14081476.000000 Penalty: 52855.253906
Splitting cluster 51 changes total score from -14081411.000000 to -14081476.000000
So it's getting split into cluster 94.
Entering ConstructFrom: 
Trying to split cluster 52 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -72977.554688 Penalty: 319.581024
	Iteration 0F: 2 clusters Score -72977.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -72078.968750 Penalty: 639.162048
	Iteration 0F: 3 clusters Score -72078.97 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72366.234375 Penalty: 639.162048
	Iteration 1F: 3 clusters Score -72366.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72448.609375 Penalty: 639.162048
	Iteration 2F: 3 clusters Score -72448.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72510.914062 Penalty: 639.162048
	Iteration 3F: 3 clusters Score -72510.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72560.023438 Penalty: 639.162048
	Iteration 4Q: 3 clusters Score -72560.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72590.406250 Penalty: 639.162048
	Iteration 5Q: 3 clusters Score -72590.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72614.742188 Penalty: 639.162048
	Iteration 6Q: 3 clusters Score -72614.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -72633.687500 Penalty: 639.162048
	Iteration 7Q: 3 clusters Score -72633.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -72649.796875 Penalty: 639.162048
	Iteration 8Q: 3 clusters Score -72649.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -72659.945312 Penalty: 639.162048
	Iteration 9Q: 3 clusters Score -72659.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -72675.265625 Penalty: 639.162048
	Iteration 10Q: 3 clusters Score -72675.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -72687.062500 Penalty: 639.162048
	Iteration 11Q: 3 clusters Score -72687.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -72692.382812 Penalty: 639.162048
	Iteration 12Q: 3 clusters Score -72692.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -72698.835938 Penalty: 639.162048
	Iteration 13Q: 3 clusters Score -72698.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -72702.031250 Penalty: 639.162048
	Iteration 14Q: 3 clusters Score -72702.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -72703.656250 Penalty: 639.162048
	Iteration 15Q: 3 clusters Score -72703.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -72707.039062 Penalty: 639.162048
	Iteration 16Q: 3 clusters Score -72707.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -72711.226562 Penalty: 639.162048
	Iteration 17Q: 3 clusters Score -72711.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -72718.960938 Penalty: 639.162048
	Iteration 18Q: 3 clusters Score -72718.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -72722.148438 Penalty: 639.162048
	Iteration 19Q: 3 clusters Score -72722.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -72725.203125 Penalty: 639.162048
	Iteration 20F: 3 clusters Score -72725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -72728.648438 Penalty: 639.162048
	Iteration 21Q: 3 clusters Score -72728.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -72735.351562 Penalty: 639.162048
	Iteration 22Q: 3 clusters Score -72735.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -72739.078125 Penalty: 639.162048
	Iteration 23Q: 3 clusters Score -72739.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -72743.515625 Penalty: 639.162048
	Iteration 24Q: 3 clusters Score -72743.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -72745.343750 Penalty: 639.162048
	Iteration 25Q: 3 clusters Score -72745.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -72745.343750 Penalty: 639.162048
	Iteration 26F: 3 clusters Score -72745.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -16236.629883 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -16236.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15932.810547 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -15932.81 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16070.720703 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -16070.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16152.468750 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -16152.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16243.248047 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -16243.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16274.298828 Penalty: 508.779846
	Iteration 4F: 3 clusters Score -16274.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16333.438477 Penalty: 508.779846
	Iteration 5F: 3 clusters Score -16333.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16409.585938 Penalty: 508.779846
	Iteration 6F: 3 clusters Score -16409.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16472.808594 Penalty: 508.779846
	Iteration 7F: 3 clusters Score -16472.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16492.845703 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -16492.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16504.687500 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -16504.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16511.453125 Penalty: 508.779846
	Iteration 10Q: 3 clusters Score -16511.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16519.890625 Penalty: 508.779846
	Iteration 11Q: 3 clusters Score -16519.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16519.890625 Penalty: 508.779846
	Iteration 12F: 3 clusters Score -16519.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Entering Unmasked Estep 
Score: -14081454.000000 Penalty: 53417.542969
Splitting cluster 53 changes total score from -14081411.000000 to -14081454.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 54 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -27252.552734 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -27252.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26846.121094 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -26846.12 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26930.687500 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -26930.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26945.316406 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -26945.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26953.292969 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -26953.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26960.710938 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -26960.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26964.300781 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -26964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26967.328125 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -26967.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26969.533203 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -26969.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26972.359375 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -26972.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26973.376953 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -26973.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26975.169922 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -26975.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26976.136719 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -26976.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26976.136719 Penalty: 539.592651
	Iteration 12F: 3 clusters Score -26976.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -14256.557617 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14256.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13933.199219 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13933.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14033.489258 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14033.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14058.198242 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -14058.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14075.899414 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -14075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14088.617188 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -14088.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14096.572266 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -14096.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14101.384766 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -14101.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14103.212891 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -14103.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14107.772461 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -14107.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14110.089844 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -14110.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14110.089844 Penalty: 511.785614
	Iteration 10F: 3 clusters Score -14110.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -71205.250000 Penalty: 322.484589
	Iteration 0F: 2 clusters Score -71205.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70295.875000 Penalty: 644.969177
	Iteration 0F: 3 clusters Score -70295.88 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -70625.632812 Penalty: 644.969177
	Iteration 1F: 3 clusters Score -70625.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70694.257812 Penalty: 644.969177
	Iteration 2F: 3 clusters Score -70694.26 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70738.921875 Penalty: 644.969177
	Iteration 3F: 3 clusters Score -70738.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70775.976562 Penalty: 644.969177
	Iteration 4F: 3 clusters Score -70775.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70813.117188 Penalty: 644.969177
	Iteration 5Q: 3 clusters Score -70813.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70835.921875 Penalty: 644.969177
	Iteration 6Q: 3 clusters Score -70835.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70852.507812 Penalty: 644.969177
	Iteration 7Q: 3 clusters Score -70852.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70860.406250 Penalty: 644.969177
	Iteration 8Q: 3 clusters Score -70860.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70870.515625 Penalty: 644.969177
	Iteration 9Q: 3 clusters Score -70870.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70875.265625 Penalty: 644.969177
	Iteration 10Q: 3 clusters Score -70875.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70878.164062 Penalty: 644.969177
	Iteration 11Q: 3 clusters Score -70878.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70884.070312 Penalty: 644.969177
	Iteration 12Q: 3 clusters Score -70884.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70886.796875 Penalty: 644.969177
	Iteration 13Q: 3 clusters Score -70886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70890.312500 Penalty: 644.969177
	Iteration 14Q: 3 clusters Score -70890.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70894.484375 Penalty: 644.969177
	Iteration 15Q: 3 clusters Score -70894.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70900.054688 Penalty: 644.969177
	Iteration 16Q: 3 clusters Score -70900.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -70906.093750 Penalty: 644.969177
	Iteration 17Q: 3 clusters Score -70906.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -70910.023438 Penalty: 644.969177
	Iteration 18Q: 3 clusters Score -70910.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -70913.140625 Penalty: 644.969177
	Iteration 19Q: 3 clusters Score -70913.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70916.875000 Penalty: 644.969177
	Iteration 20F: 3 clusters Score -70916.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -70922.718750 Penalty: 644.969177
	Iteration 21Q: 3 clusters Score -70922.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -70933.515625 Penalty: 644.969177
	Iteration 22Q: 3 clusters Score -70933.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -70939.898438 Penalty: 644.969177
	Iteration 23Q: 3 clusters Score -70939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -70943.257812 Penalty: 644.969177
	Iteration 24Q: 3 clusters Score -70943.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -70944.468750 Penalty: 644.969177
	Iteration 25Q: 3 clusters Score -70944.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -70946.062500 Penalty: 644.969177
	Iteration 26Q: 3 clusters Score -70946.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -70946.929688 Penalty: 644.969177
	Iteration 27Q: 3 clusters Score -70946.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -70947.250000 Penalty: 644.969177
	Iteration 28Q: 3 clusters Score -70947.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -70948.093750 Penalty: 644.969177
	Iteration 29Q: 3 clusters Score -70948.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -70948.093750 Penalty: 644.969177
	Iteration 30F: 3 clusters Score -70948.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -24560.132812 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -24560.13 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 173 members 
Entering Unmasked Estep 
Score: -24180.828125 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -24180.83 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24282.031250 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -24282.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24308.222656 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -24308.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24318.923828 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -24318.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24325.320312 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -24325.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24331.863281 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -24331.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24338.128906 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -24338.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24347.400391 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -24347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24357.144531 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -24357.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24362.421875 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -24362.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24365.720703 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -24365.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24372.025391 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -24372.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24381.462891 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -24381.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24386.632812 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -24386.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24389.214844 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -24389.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24392.982422 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -24392.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24394.531250 Penalty: 525.201111
	Iteration 16Q: 3 clusters Score -24394.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24396.236328 Penalty: 525.201111
	Iteration 17Q: 3 clusters Score -24396.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24402.705078 Penalty: 525.201111
	Iteration 18Q: 3 clusters Score -24402.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24405.164062 Penalty: 525.201111
	Iteration 19Q: 3 clusters Score -24405.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24410.587891 Penalty: 525.201111
	Iteration 20F: 3 clusters Score -24410.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24414.968750 Penalty: 525.201111
	Iteration 21Q: 3 clusters Score -24414.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24416.394531 Penalty: 525.201111
	Iteration 22Q: 3 clusters Score -24416.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24416.394531 Penalty: 525.201111
	Iteration 23F: 3 clusters Score -24416.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -61089.847656 Penalty: 319.863770
	Iteration 0F: 2 clusters Score -61089.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -60215.667969 Penalty: 639.727539
	Iteration 0F: 3 clusters Score -60215.67 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -60555.703125 Penalty: 639.727539
	Iteration 1F: 3 clusters Score -60555.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -60624.343750 Penalty: 639.727539
	Iteration 2F: 3 clusters Score -60624.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -60667.992188 Penalty: 639.727539
	Iteration 3F: 3 clusters Score -60667.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -60693.738281 Penalty: 639.727539
	Iteration 4Q: 3 clusters Score -60693.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -60712.937500 Penalty: 639.727539
	Iteration 5Q: 3 clusters Score -60712.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60737.761719 Penalty: 639.727539
	Iteration 6Q: 3 clusters Score -60737.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60755.921875 Penalty: 639.727539
	Iteration 7Q: 3 clusters Score -60755.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -60762.144531 Penalty: 639.727539
	Iteration 8Q: 3 clusters Score -60762.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -60765.902344 Penalty: 639.727539
	Iteration 9Q: 3 clusters Score -60765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60768.500000 Penalty: 639.727539
	Iteration 10Q: 3 clusters Score -60768.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -60769.480469 Penalty: 639.727539
	Iteration 11Q: 3 clusters Score -60769.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -60770.562500 Penalty: 639.727539
	Iteration 12Q: 3 clusters Score -60770.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -60771.593750 Penalty: 639.727539
	Iteration 13Q: 3 clusters Score -60771.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -60772.804688 Penalty: 639.727539
	Iteration 14Q: 3 clusters Score -60772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -60776.156250 Penalty: 639.727539
	Iteration 15Q: 3 clusters Score -60776.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -60783.128906 Penalty: 639.727539
	Iteration 16Q: 3 clusters Score -60783.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60788.113281 Penalty: 639.727539
	Iteration 17Q: 3 clusters Score -60788.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -60790.992188 Penalty: 639.727539
	Iteration 18Q: 3 clusters Score -60790.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -60796.089844 Penalty: 639.727539
	Iteration 19Q: 3 clusters Score -60796.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -60797.890625 Penalty: 639.727539
	Iteration 20F: 3 clusters Score -60797.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -60800.128906 Penalty: 639.727539
	Iteration 21Q: 3 clusters Score -60800.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -60803.738281 Penalty: 639.727539
	Iteration 22Q: 3 clusters Score -60803.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -60806.835938 Penalty: 639.727539
	Iteration 23Q: 3 clusters Score -60806.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -60808.636719 Penalty: 639.727539
	Iteration 24Q: 3 clusters Score -60808.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -60809.187500 Penalty: 639.727539
	Iteration 25Q: 3 clusters Score -60809.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -60809.472656 Penalty: 639.727539
	Iteration 26Q: 3 clusters Score -60809.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -60810.238281 Penalty: 639.727539
	Iteration 27Q: 3 clusters Score -60810.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60811.671875 Penalty: 639.727539
	Iteration 28Q: 3 clusters Score -60811.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -60815.039062 Penalty: 639.727539
	Iteration 29Q: 3 clusters Score -60815.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -60816.214844 Penalty: 639.727539
	Iteration 30Q: 3 clusters Score -60816.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -60817.050781 Penalty: 639.727539
	Iteration 31Q: 3 clusters Score -60817.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -60817.195312 Penalty: 639.727539
	Iteration 32Q: 3 clusters Score -60817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -60817.195312 Penalty: 639.727539
	Iteration 33F: 3 clusters Score -60817.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -2056.938721 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -2056.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1951.503296 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1951.503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1968.470947 Penalty: 335.688019
	Iteration 1Q: 3 clusters Score -1968.471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1968.470947 Penalty: 335.688019
	Iteration 2F: 3 clusters Score -1968.471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9234.806641 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9234.807 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 87 members 
Entering Unmasked Estep 
Score: -8958.629883 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -8958.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9014.588867 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9014.589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9030.119141 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9030.119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9036.608398 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9036.608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9036.608398 Penalty: 471.542328
	Iteration 4F: 3 clusters Score -9036.608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -25062.240234 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -25062.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24611.449219 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -24611.45 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24811.349609 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -24811.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24875.177734 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -24875.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24913.425781 Penalty: 560.861633
	Iteration 3F: 3 clusters Score -24913.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24954.312500 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -24954.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25002.341797 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -25002.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25053.341797 Penalty: 560.861633
	Iteration 6F: 3 clusters Score -25053.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25070.882812 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -25070.88 nChanged 14
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: -25091.341797 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -25091.34 nChanged 16
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: -25110.035156 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -25110.04 nChanged 13
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: -25123.906250 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -25123.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25139.416016 Penalty: 560.861633
	Iteration 11Q: 3 clusters Score -25139.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25150.216797 Penalty: 560.861633
	Iteration 12Q: 3 clusters Score -25150.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25156.304688 Penalty: 560.861633
	Iteration 13Q: 3 clusters Score -25156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25158.988281 Penalty: 560.861633
	Iteration 14Q: 3 clusters Score -25158.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25160.734375 Penalty: 560.861633
	Iteration 15Q: 3 clusters Score -25160.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25160.996094 Penalty: 560.861633
	Iteration 16Q: 3 clusters Score -25161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25161.562500 Penalty: 560.861633
	Iteration 17Q: 3 clusters Score -25161.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25163.972656 Penalty: 560.861633
	Iteration 18Q: 3 clusters Score -25163.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25164.486328 Penalty: 560.861633
	Iteration 19Q: 3 clusters Score -25164.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25164.486328 Penalty: 560.861633
	Iteration 20F: 3 clusters Score -25164.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 184 members 
Mstep: Class 63 contains 718 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 291 members 
Entering Unmasked Estep 
Score: -14081269.000000 Penalty: 53979.835938
Splitting cluster 62 changes total score from -14081411.000000 to -14081269.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -30425.000000 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -30425 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 362 members 
Entering Unmasked Estep 
Score: -29819.576172 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -29819.58 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30289.021484 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -30289.02 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -30663.208984 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -30663.21 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -30964.320312 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -30964.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -31214.597656 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -31214.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -31454.339844 Penalty: 598.458740
	Iteration 5F: 3 clusters Score -31454.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -31990.279297 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -31990.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -32082.287109 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -32082.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -32139.392578 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -32139.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -32208.068359 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -32208.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -32317.134766 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -32317.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -32475.808594 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -32475.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32684.386719 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -32684.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -32766.343750 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -32766.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -32766.343750 Penalty: 598.458740
	Iteration 14F: 3 clusters Score -32766.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Entering Unmasked Estep 
Score: -14083537.000000 Penalty: 53979.835938
Splitting cluster 63 changes total score from -14081411.000000 to -14083537.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 64 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -33033.742188 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -33033.74 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 252 members 
Entering Unmasked Estep 
Score: -32538.367188 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -32538.37 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32725.636719 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -32725.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32782.035156 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -32782.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32839.476562 Penalty: 568.923279
	Iteration 3F: 3 clusters Score -32839.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32967.539062 Penalty: 568.923279
	Iteration 4F: 3 clusters Score -32967.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33035.144531 Penalty: 568.923279
	Iteration 5F: 3 clusters Score -33035.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -33053.203125 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -33053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33057.753906 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -33057.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33057.753906 Penalty: 568.923279
	Iteration 8F: 3 clusters Score -33057.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 729 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Entering Unmasked Estep 
Score: -14083283.000000 Penalty: 54542.125000
Splitting cluster 64 changes total score from -14081411.000000 to -14083283.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 65 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -50758.863281 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -50758.86 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 351 members 
Entering Unmasked Estep 
Score: -50119.476562 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -50119.48 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50306.007812 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -50306.01 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50388.683594 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -50388.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50475.492188 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -50475.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50558.492188 Penalty: 599.842346
	Iteration 4F: 3 clusters Score -50558.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50645.312500 Penalty: 599.842346
	Iteration 5F: 3 clusters Score -50645.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50713.066406 Penalty: 599.842346
	Iteration 6F: 3 clusters Score -50713.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50739.679688 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -50739.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50751.347656 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -50751.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50760.152344 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -50760.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50765.710938 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -50765.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50768.816406 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -50768.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50769.664062 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -50769.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50769.769531 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -50769.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50769.769531 Penalty: 599.842346
	Iteration 14F: 3 clusters Score -50769.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 367 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 200 members 
Entering Unmasked Estep 
Score: -14083034.000000 Penalty: 55104.414062
Splitting cluster 65 changes total score from -14081411.000000 to -14083034.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 66 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -3511.153564 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -3511.154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3380.872314 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -3380.872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3454.802490 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -3454.802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3470.328125 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -3470.328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11978.695312 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11684.832031 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -11684.83 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11790.916992 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11790.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11827.986328 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11827.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11841.852539 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -11841.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11845.290039 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11845.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11851.184570 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11851.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11858.410156 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11858.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11859.480469 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11859.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11864.188477 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -11864.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11868.880859 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -11868.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11876.900391 Penalty: 494.865234
	Iteration 10Q: 3 clusters Score -11876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11889.411133 Penalty: 494.865234
	Iteration 11Q: 3 clusters Score -11889.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11894.061523 Penalty: 494.865234
	Iteration 12Q: 3 clusters Score -11894.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11905.427734 Penalty: 494.865234
	Iteration 13Q: 3 clusters Score -11905.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11911.083984 Penalty: 494.865234
	Iteration 14Q: 3 clusters Score -11911.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11924.729492 Penalty: 494.865234
	Iteration 15Q: 3 clusters Score -11924.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11932.090820 Penalty: 494.865234
	Iteration 16Q: 3 clusters Score -11932.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11937.684570 Penalty: 494.865234
	Iteration 17Q: 3 clusters Score -11937.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11941.743164 Penalty: 494.865234
	Iteration 18Q: 3 clusters Score -11941.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11942.113281 Penalty: 494.865234
	Iteration 19Q: 3 clusters Score -11942.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11942.113281 Penalty: 494.865234
	Iteration 20F: 3 clusters Score -11942.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7334.441895 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7334.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7099.789062 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -7099.789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7142.163574 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -7142.164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7162.854492 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -7162.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7173.613770 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -7173.614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7180.246094 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -7180.246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7180.770020 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -7180.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7180.770020 Penalty: 440.101654
	Iteration 6F: 3 clusters Score -7180.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -18112.892578 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -18112.89 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 187 members 
Entering Unmasked Estep 
Score: -17708.345703 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -17708.35 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17994.593750 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -17994.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18235.894531 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -18235.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18520.101562 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -18520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18694.589844 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -18694.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18706.968750 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -18706.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18708.039062 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -18708.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18708.039062 Penalty: 537.387939
	Iteration 7F: 3 clusters Score -18708.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 298 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 200 members 
Mstep: Class 99 contains 225 members 
Entering Unmasked Estep 
Score: -14083338.000000 Penalty: 55666.703125
Splitting cluster 69 changes total score from -14081411.000000 to -14083338.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 70 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -19017.121094 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -19017.12 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 148 members 
Entering Unmasked Estep 
Score: -18729.068359 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -18729.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18941.957031 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -18941.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19012.960938 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -19012.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19044.052734 Penalty: 518.435486
	Iteration 3Q: 3 clusters Score -19044.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19070.025391 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -19070.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19098.015625 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -19098.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19113.806641 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -19113.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19129.322266 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -19129.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19133.648438 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -19133.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19137.476562 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -19137.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19139.832031 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -19139.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19146.375000 Penalty: 518.435486
	Iteration 11Q: 3 clusters Score -19146.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19159.027344 Penalty: 518.435486
	Iteration 12Q: 3 clusters Score -19159.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19167.554688 Penalty: 518.435486
	Iteration 13Q: 3 clusters Score -19167.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19167.554688 Penalty: 518.435486
	Iteration 14F: 3 clusters Score -19167.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 489 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 200 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 97 members 
Entering Unmasked Estep 
Score: -14083185.000000 Penalty: 56228.996094
Splitting cluster 70 changes total score from -14081411.000000 to -14083185.000000
So it's getting split into cluster 100.
Entering ConstructFrom: 
Trying to split cluster 71 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7750.691406 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7750.691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7499.720215 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7499.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7542.240723 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7542.241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7557.790039 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -7557.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7575.604980 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7575.605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7604.619141 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -7604.619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7612.570312 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -7612.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7615.889648 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -7615.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7620.935547 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -7620.936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7625.020508 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -7625.021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7629.165527 Penalty: 460.118378
	Iteration 9Q: 3 clusters Score -7629.166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7632.779297 Penalty: 460.118378
	Iteration 10Q: 3 clusters Score -7632.779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7633.329590 Penalty: 460.118378
	Iteration 11Q: 3 clusters Score -7633.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7633.329590 Penalty: 460.118378
	Iteration 12F: 3 clusters Score -7633.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -46543.542969 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -46543.54 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 307 members 
Entering Unmasked Estep 
Score: -45976.320312 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -45976.32 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46140.253906 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -46140.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46186.066406 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -46186.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46213.734375 Penalty: 583.325928
	Iteration 3F: 3 clusters Score -46213.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46233.093750 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -46233.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46250.125000 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -46250.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46265.035156 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -46265.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46280.925781 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -46280.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46295.101562 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -46295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46301.933594 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -46301.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46311.058594 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -46311.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46322.328125 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -46322.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46332.378906 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -46332.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46338.429688 Penalty: 583.325928
	Iteration 13Q: 3 clusters Score -46338.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46342.976562 Penalty: 583.325928
	Iteration 14Q: 3 clusters Score -46342.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46347.855469 Penalty: 583.325928
	Iteration 15Q: 3 clusters Score -46347.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46352.351562 Penalty: 583.325928
	Iteration 16Q: 3 clusters Score -46352.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46356.855469 Penalty: 583.325928
	Iteration 17Q: 3 clusters Score -46356.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46362.476562 Penalty: 583.325928
	Iteration 18Q: 3 clusters Score -46362.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46372.171875 Penalty: 583.325928
	Iteration 19Q: 3 clusters Score -46372.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46386.148438 Penalty: 583.325928
	Iteration 20F: 3 clusters Score -46386.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46407.277344 Penalty: 583.325928
	Iteration 21Q: 3 clusters Score -46407.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46417.125000 Penalty: 583.325928
	Iteration 22Q: 3 clusters Score -46417.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46421.941406 Penalty: 583.325928
	Iteration 23Q: 3 clusters Score -46421.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46423.000000 Penalty: 583.325928
	Iteration 24Q: 3 clusters Score -46423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46423.417969 Penalty: 583.325928
	Iteration 25Q: 3 clusters Score -46423.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46424.144531 Penalty: 583.325928
	Iteration 26Q: 3 clusters Score -46424.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46424.144531 Penalty: 583.325928
	Iteration 27F: 3 clusters Score -46424.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -120943.296875 Penalty: 346.473633
	Iteration 0F: 2 clusters Score -120943.3 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 985 members 
Entering Unmasked Estep 
Score: -119474.609375 Penalty: 692.947266
	Iteration 0F: 3 clusters Score -119474.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -119997.132812 Penalty: 692.947266
	Iteration 1F: 3 clusters Score -119997.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -120099.718750 Penalty: 692.947266
	Iteration 2F: 3 clusters Score -120099.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120185.484375 Penalty: 692.947266
	Iteration 3F: 3 clusters Score -120185.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120273.875000 Penalty: 692.947266
	Iteration 4F: 3 clusters Score -120273.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -120373.468750 Penalty: 692.947266
	Iteration 5F: 3 clusters Score -120373.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -120454.250000 Penalty: 692.947266
	Iteration 6Q: 3 clusters Score -120454.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -120519.046875 Penalty: 692.947266
	Iteration 7Q: 3 clusters Score -120519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -120552.242188 Penalty: 692.947266
	Iteration 8Q: 3 clusters Score -120552.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -120577.390625 Penalty: 692.947266
	Iteration 9Q: 3 clusters Score -120577.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -120604.757812 Penalty: 692.947266
	Iteration 10Q: 3 clusters Score -120604.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -120624.187500 Penalty: 692.947266
	Iteration 11Q: 3 clusters Score -120624.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -120639.343750 Penalty: 692.947266
	Iteration 12Q: 3 clusters Score -120639.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -120650.257812 Penalty: 692.947266
	Iteration 13Q: 3 clusters Score -120650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -120658.117188 Penalty: 692.947266
	Iteration 14Q: 3 clusters Score -120658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -120666.445312 Penalty: 692.947266
	Iteration 15Q: 3 clusters Score -120666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -120670.421875 Penalty: 692.947266
	Iteration 16Q: 3 clusters Score -120670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -120670.773438 Penalty: 692.947266
	Iteration 17Q: 3 clusters Score -120670.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -120670.773438 Penalty: 692.947266
	Iteration 18F: 3 clusters Score -120670.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -22319.458984 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -22319.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21899.908203 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21899.91 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22003.181641 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -22003.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22022.480469 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22022.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22030.056641 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -22030.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22035.724609 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22035.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22040.037109 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22040.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22048.759766 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22048.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22052.857422 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22052.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -22053.757812 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22053.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22055.695312 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22057.599609 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22063.472656 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22063.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22068.380859 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -22068.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22071.140625 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -22071.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22073.402344 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -22073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22073.898438 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -22073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22074.126953 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -22074.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22074.126953 Penalty: 546.578186
	Iteration 17F: 3 clusters Score -22074.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Entering Unmasked Estep 
Score: -130772.039062 Penalty: 348.813110
	Iteration 0F: 2 clusters Score -130772 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 1092 members 
Entering Unmasked Estep 
Score: -129214.414062 Penalty: 697.626221
	Iteration 0F: 3 clusters Score -129214.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -129740.281250 Penalty: 697.626221
	Iteration 1F: 3 clusters Score -129740.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -129840.757812 Penalty: 697.626221
	Iteration 2F: 3 clusters Score -129840.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -129947.171875 Penalty: 697.626221
	Iteration 3F: 3 clusters Score -129947.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -130054.781250 Penalty: 697.626221
	Iteration 4F: 3 clusters Score -130054.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -130136.398438 Penalty: 697.626221
	Iteration 5F: 3 clusters Score -130136.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -130188.382812 Penalty: 697.626221
	Iteration 6Q: 3 clusters Score -130188.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -130225.585938 Penalty: 697.626221
	Iteration 7Q: 3 clusters Score -130225.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -130251.523438 Penalty: 697.626221
	Iteration 8Q: 3 clusters Score -130251.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -130277.945312 Penalty: 697.626221
	Iteration 9Q: 3 clusters Score -130277.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -130314.929688 Penalty: 697.626221
	Iteration 10Q: 3 clusters Score -130314.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -130346.601562 Penalty: 697.626221
	Iteration 11Q: 3 clusters Score -130346.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -130381.632812 Penalty: 697.626221
	Iteration 12Q: 3 clusters Score -130381.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -130403.578125 Penalty: 697.626221
	Iteration 13Q: 3 clusters Score -130403.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -130422.429688 Penalty: 697.626221
	Iteration 14Q: 3 clusters Score -130422.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -130431.671875 Penalty: 697.626221
	Iteration 15Q: 3 clusters Score -130431.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -130438.148438 Penalty: 697.626221
	Iteration 16Q: 3 clusters Score -130438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -130442.945312 Penalty: 697.626221
	Iteration 17Q: 3 clusters Score -130442.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -130447.531250 Penalty: 697.626221
	Iteration 18Q: 3 clusters Score -130447.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -130452.601562 Penalty: 697.626221
	Iteration 19Q: 3 clusters Score -130452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -130458.500000 Penalty: 697.626221
	Iteration 20F: 3 clusters Score -130458.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -130466.125000 Penalty: 697.626221
	Iteration 21Q: 3 clusters Score -130466.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -130474.445312 Penalty: 697.626221
	Iteration 22Q: 3 clusters Score -130474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -130481.046875 Penalty: 697.626221
	Iteration 23Q: 3 clusters Score -130481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -130484.898438 Penalty: 697.626221
	Iteration 24Q: 3 clusters Score -130484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -130486.882812 Penalty: 697.626221
	Iteration 25Q: 3 clusters Score -130486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -130488.304688 Penalty: 697.626221
	Iteration 26Q: 3 clusters Score -130488.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -130490.242188 Penalty: 697.626221
	Iteration 27Q: 3 clusters Score -130490.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -130491.781250 Penalty: 697.626221
	Iteration 28Q: 3 clusters Score -130491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -130492.078125 Penalty: 697.626221
	Iteration 29Q: 3 clusters Score -130492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -130492.078125 Penalty: 697.626221
	Iteration 30F: 3 clusters Score -130492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -26607.734375 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -26607.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26118.544922 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -26118.54 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26306.083984 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -26306.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26445.974609 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -26445.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26522.833984 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -26522.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26569.992188 Penalty: 563.504944
	Iteration 4F: 3 clusters Score -26569.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26604.009766 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -26604.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26640.453125 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -26640.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26670.126953 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -26670.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26700.263672 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -26700.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26717.337891 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -26717.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26718.873047 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -26718.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26718.873047 Penalty: 563.504944
	Iteration 11F: 3 clusters Score -26718.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 393 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 456 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 200 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 97 members 
Mstep: Class 101 contains 96 members 
Entering Unmasked Estep 
Score: -14083016.000000 Penalty: 56791.285156
Splitting cluster 76 changes total score from -14081411.000000 to -14083016.000000
So it's getting split into cluster 101.
Entering ConstructFrom: 
Trying to split cluster 77 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -6890.549316 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -6890.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6659.923828 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -6659.924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6820.998047 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -6820.998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6852.139648 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -6852.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6872.652832 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -6872.653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6874.408691 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -6874.409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6874.408691 Penalty: 489.570648
	Iteration 5F: 3 clusters Score -6874.409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (95241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Entering Unmasked Estep 
Score: -5942203.000000 Penalty: 521.619568
	Iteration 0F: 2 clusters Score -5942203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -5879326.000000 Penalty: 1043.239136
	Iteration 0F: 3 clusters Score -5879326 nChanged 46708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5910079.500000 Penalty: 1043.239136
	Iteration 1F: 3 clusters Score -5910080 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -5913746.000000 Penalty: 1043.239136
	Iteration 2F: 3 clusters Score -5913746 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -5919248.500000 Penalty: 1043.239136
	Iteration 3F: 3 clusters Score -5919248 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5925807.500000 Penalty: 1043.239136
	Iteration 4F: 3 clusters Score -5925808 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5931127.000000 Penalty: 1043.239136
	Iteration 5F: 3 clusters Score -5931127 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5934336.000000 Penalty: 1043.239136
	Iteration 6Q: 3 clusters Score -5934336 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -5936131.000000 Penalty: 1043.239136
	Iteration 7Q: 3 clusters Score -5936131 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -5937359.500000 Penalty: 1043.239136
	Iteration 8Q: 3 clusters Score -5937360 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5938241.500000 Penalty: 1043.239136
	Iteration 9Q: 3 clusters Score -5938242 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -5938975.500000 Penalty: 1043.239136
	Iteration 10Q: 3 clusters Score -5938976 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -5939605.000000 Penalty: 1043.239136
	Iteration 11Q: 3 clusters Score -5939605 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5940146.500000 Penalty: 1043.239136
	Iteration 12Q: 3 clusters Score -5940146 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5940575.000000 Penalty: 1043.239136
	Iteration 13Q: 3 clusters Score -5940575 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5940917.500000 Penalty: 1043.239136
	Iteration 14Q: 3 clusters Score -5940918 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5941169.500000 Penalty: 1043.239136
	Iteration 15Q: 3 clusters Score -5941170 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5941334.500000 Penalty: 1043.239136
	Iteration 16Q: 3 clusters Score -5941334 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5941472.500000 Penalty: 1043.239136
	Iteration 17Q: 3 clusters Score -5941472 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5941593.500000 Penalty: 1043.239136
	Iteration 18Q: 3 clusters Score -5941594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5941676.500000 Penalty: 1043.239136
	Iteration 19Q: 3 clusters Score -5941676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5941712.000000 Penalty: 1043.239136
	Iteration 20F: 3 clusters Score -5941712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5941759.000000 Penalty: 1043.239136
	Iteration 21Q: 3 clusters Score -5941759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94595 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5941772.000000 Penalty: 1043.239136
	Iteration 22Q: 3 clusters Score -5941772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5941802.000000 Penalty: 1043.239136
	Iteration 23Q: 3 clusters Score -5941802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5941852.000000 Penalty: 1043.239136
	Iteration 24Q: 3 clusters Score -5941852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5941878.000000 Penalty: 1043.239136
	Iteration 25Q: 3 clusters Score -5941878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5941907.500000 Penalty: 1043.239136
	Iteration 26Q: 3 clusters Score -5941908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5941936.500000 Penalty: 1043.239136
	Iteration 27Q: 3 clusters Score -5941936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5941951.000000 Penalty: 1043.239136
	Iteration 28Q: 3 clusters Score -5941951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5941973.500000 Penalty: 1043.239136
	Iteration 29Q: 3 clusters Score -5941974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5941971.000000 Penalty: 1043.239136
	Iteration 30Q: 3 clusters Score -5941971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5941986.500000 Penalty: 1043.239136
	Iteration 31Q: 3 clusters Score -5941986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5941998.000000 Penalty: 1043.239136
	Iteration 32Q: 3 clusters Score -5941998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5942004.000000 Penalty: 1043.239136
	Iteration 33Q: 3 clusters Score -5942004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5942014.000000 Penalty: 1043.239136
	Iteration 34Q: 3 clusters Score -5942014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5942029.000000 Penalty: 1043.239136
	Iteration 35Q: 3 clusters Score -5942029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94670 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5942029.500000 Penalty: 1043.239136
	Iteration 36Q: 3 clusters Score -5942030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94669 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5942031.000000 Penalty: 1043.239136
	Iteration 37Q: 3 clusters Score -5942031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5942034.000000 Penalty: 1043.239136
	Iteration 38Q: 3 clusters Score -5942034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5942040.500000 Penalty: 1043.239136
	Iteration 39Q: 3 clusters Score -5942040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94654 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5942043.000000 Penalty: 1043.239136
	Iteration 40F: 3 clusters Score -5942043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5942048.500000 Penalty: 1043.239136
	Iteration 41Q: 3 clusters Score -5942048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94627 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5942056.000000 Penalty: 1043.239136
	Iteration 42Q: 3 clusters Score -5942056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94624 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5942066.000000 Penalty: 1043.239136
	Iteration 43Q: 3 clusters Score -5942066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5942070.000000 Penalty: 1043.239136
	Iteration 44Q: 3 clusters Score -5942070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5942074.000000 Penalty: 1043.239136
	Iteration 45Q: 3 clusters Score -5942074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5942071.500000 Penalty: 1043.239136
	Iteration 46Q: 3 clusters Score -5942072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94610 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5942072.000000 Penalty: 1043.239136
	Iteration 47Q: 3 clusters Score -5942072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5942083.500000 Penalty: 1043.239136
	Iteration 48Q: 3 clusters Score -5942084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5942078.500000 Penalty: 1043.239136
	Iteration 49Q: 3 clusters Score -5942078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5942086.000000 Penalty: 1043.239136
	Iteration 50Q: 3 clusters Score -5942086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5942087.500000 Penalty: 1043.239136
	Iteration 51Q: 3 clusters Score -5942088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5942088.000000 Penalty: 1043.239136
	Iteration 52Q: 3 clusters Score -5942088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5942093.500000 Penalty: 1043.239136
	Iteration 53Q: 3 clusters Score -5942094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5942098.000000 Penalty: 1043.239136
	Iteration 54Q: 3 clusters Score -5942098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5942100.000000 Penalty: 1043.239136
	Iteration 55Q: 3 clusters Score -5942100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5942104.000000 Penalty: 1043.239136
	Iteration 56Q: 3 clusters Score -5942104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94595 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5942104.000000 Penalty: 1043.239136
	Iteration 57Q: 3 clusters Score -5942104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5942106.500000 Penalty: 1043.239136
	Iteration 58Q: 3 clusters Score -5942106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5942107.500000 Penalty: 1043.239136
	Iteration 59Q: 3 clusters Score -5942108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5942109.500000 Penalty: 1043.239136
	Iteration 60F: 3 clusters Score -5942110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5942105.500000 Penalty: 1043.239136
	Iteration 61Q: 3 clusters Score -5942106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5942105.500000 Penalty: 1043.239136
	Iteration 62F: 3 clusters Score -5942106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -33142.566406 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -33142.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32704.732422 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -32704.73 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32810.707031 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -32810.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32833.523438 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -32833.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32848.550781 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -32848.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32861.597656 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -32861.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32870.109375 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -32870.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32887.468750 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -32887.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32901.531250 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -32901.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32911.222656 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -32911.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32913.332031 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -32913.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32914.171875 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -32914.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32915.378906 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -32915.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32916.460938 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -32916.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32916.460938 Penalty: 546.802002
	Iteration 13F: 3 clusters Score -32916.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -35921.843750 Penalty: 290.832245
	Iteration 0F: 2 clusters Score -35921.84 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 300 members 
Entering Unmasked Estep 
Score: -35383.015625 Penalty: 581.664490
	Iteration 0F: 3 clusters Score -35383.02 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35527.343750 Penalty: 581.664490
	Iteration 1F: 3 clusters Score -35527.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35575.894531 Penalty: 581.664490
	Iteration 2F: 3 clusters Score -35575.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35610.957031 Penalty: 581.664490
	Iteration 3F: 3 clusters Score -35610.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35653.488281 Penalty: 581.664490
	Iteration 4F: 3 clusters Score -35653.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35688.703125 Penalty: 581.664490
	Iteration 5F: 3 clusters Score -35688.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35710.765625 Penalty: 581.664490
	Iteration 6Q: 3 clusters Score -35710.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35724.968750 Penalty: 581.664490
	Iteration 7Q: 3 clusters Score -35724.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -35732.312500 Penalty: 581.664490
	Iteration 8Q: 3 clusters Score -35732.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35735.796875 Penalty: 581.664490
	Iteration 9Q: 3 clusters Score -35735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35741.890625 Penalty: 581.664490
	Iteration 10Q: 3 clusters Score -35741.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35747.328125 Penalty: 581.664490
	Iteration 11Q: 3 clusters Score -35747.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35749.800781 Penalty: 581.664490
	Iteration 12Q: 3 clusters Score -35749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35751.230469 Penalty: 581.664490
	Iteration 13Q: 3 clusters Score -35751.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35751.648438 Penalty: 581.664490
	Iteration 14Q: 3 clusters Score -35751.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -35752.789062 Penalty: 581.664490
	Iteration 15Q: 3 clusters Score -35752.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35753.964844 Penalty: 581.664490
	Iteration 16Q: 3 clusters Score -35753.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -35756.273438 Penalty: 581.664490
	Iteration 17Q: 3 clusters Score -35756.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35758.914062 Penalty: 581.664490
	Iteration 18Q: 3 clusters Score -35758.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35762.199219 Penalty: 581.664490
	Iteration 19Q: 3 clusters Score -35762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35763.839844 Penalty: 581.664490
	Iteration 20F: 3 clusters Score -35763.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35764.988281 Penalty: 581.664490
	Iteration 21Q: 3 clusters Score -35764.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35765.164062 Penalty: 581.664490
	Iteration 22Q: 3 clusters Score -35765.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35765.164062 Penalty: 581.664490
	Iteration 23F: 3 clusters Score -35765.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -37964.222656 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -37964.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37469.898438 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -37469.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37630.593750 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -37630.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37715.984375 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -37715.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37767.835938 Penalty: 567.331360
	Iteration 3F: 3 clusters Score -37767.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37791.011719 Penalty: 567.331360
	Iteration 4F: 3 clusters Score -37791.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37802.074219 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -37802.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37809.257812 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -37809.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37811.695312 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -37811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37814.433594 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -37814.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37818.187500 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -37818.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37827.371094 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -37827.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37838.933594 Penalty: 567.331360
	Iteration 11Q: 3 clusters Score -37838.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37848.410156 Penalty: 567.331360
	Iteration 12Q: 3 clusters Score -37848.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37852.480469 Penalty: 567.331360
	Iteration 13Q: 3 clusters Score -37852.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37854.035156 Penalty: 567.331360
	Iteration 14Q: 3 clusters Score -37854.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37854.035156 Penalty: 567.331360
	Iteration 15F: 3 clusters Score -37854.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -7631.150391 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -7631.15 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 93 members 
Entering Unmasked Estep 
Score: -7374.378906 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -7374.379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7486.809570 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -7486.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7549.032715 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -7549.033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7585.365723 Penalty: 477.956909
	Iteration 3F: 3 clusters Score -7585.366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7603.021973 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -7603.022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7603.819336 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -7603.819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7603.819336 Penalty: 477.956909
	Iteration 6F: 3 clusters Score -7603.819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5201.004395 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5201.004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4989.525391 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4989.525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5043.492676 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5043.493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5051.120117 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -5051.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5060.778809 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5060.779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5065.411133 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5065.411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5067.367188 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5067.367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5067.367188 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -5067.367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -6253.776367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -6253.776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6032.536133 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6032.536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6081.515137 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6081.515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6107.660156 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -6107.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6117.363770 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -6117.364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6120.030273 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -6120.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6120.030273 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -6120.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -26801.800781 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -26801.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26350.525391 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -26350.53 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26694.974609 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -26694.97 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26979.896484 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -26979.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27096.320312 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -27096.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27160.554688 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -27160.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27195.761719 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -27195.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27199.478516 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -27199.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27199.996094 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -27200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27199.996094 Penalty: 557.146851
	Iteration 8F: 3 clusters Score -27200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 393 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 159 members 
Mstep: Class 86 contains 333 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 200 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 97 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 297 members 
Entering Unmasked Estep 
Score: -14083115.000000 Penalty: 57353.574219
Splitting cluster 85 changes total score from -14081411.000000 to -14083115.000000
So it's getting split into cluster 102.
Entering ConstructFrom: 
Trying to split cluster 86 (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: -19556.107422 Penalty: 264.270477
	Iteration 0F: 2 clusters Score -19556.11 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: -19198.121094 Penalty: 528.540955
	Iteration 0F: 3 clusters Score -19198.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19345.396484 Penalty: 528.540955
	Iteration 1F: 3 clusters Score -19345.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19439.847656 Penalty: 528.540955
	Iteration 2F: 3 clusters Score -19439.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19587.462891 Penalty: 528.540955
	Iteration 3F: 3 clusters Score -19587.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19700.800781 Penalty: 528.540955
	Iteration 4F: 3 clusters Score -19700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19756.863281 Penalty: 528.540955
	Iteration 5Q: 3 clusters Score -19756.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19778.623047 Penalty: 528.540955
	Iteration 6Q: 3 clusters Score -19778.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19789.589844 Penalty: 528.540955
	Iteration 7Q: 3 clusters Score -19789.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19792.933594 Penalty: 528.540955
	Iteration 8Q: 3 clusters Score -19792.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19792.933594 Penalty: 528.540955
	Iteration 9F: 3 clusters Score -19792.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 393 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 159 members 
Mstep: Class 86 contains 95 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 907 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 200 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 97 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 297 members 
Mstep: Class 103 contains 238 members 
Entering Unmasked Estep 
Score: -14083050.000000 Penalty: 57915.863281
Splitting cluster 86 changes total score from -14081411.000000 to -14083050.000000
So it's getting split into cluster 103.
Entering ConstructFrom: 
Trying to split cluster 87 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -16811.767578 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -16811.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16503.964844 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -16503.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16607.281250 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -16607.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16630.175781 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -16630.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16648.578125 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -16648.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16662.347656 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -16662.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16674.783203 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -16674.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16681.427734 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -16681.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16686.076172 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -16686.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16689.279297 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -16689.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16691.025391 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -16691.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16691.025391 Penalty: 500.242279
	Iteration 10F: 3 clusters Score -16691.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -23725.867188 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -23725.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23327.134766 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -23327.13 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23426.914062 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -23426.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23480.785156 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -23480.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23519.146484 Penalty: 541.981201
	Iteration 3F: 3 clusters Score -23519.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23536.996094 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -23537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23558.283203 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -23558.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23574.738281 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -23574.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23580.554688 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -23580.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23584.093750 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -23584.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23587.462891 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -23587.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23591.634766 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -23591.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23595.017578 Penalty: 541.981201
	Iteration 11Q: 3 clusters Score -23595.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23596.941406 Penalty: 541.981201
	Iteration 12Q: 3 clusters Score -23596.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23597.402344 Penalty: 541.981201
	Iteration 13Q: 3 clusters Score -23597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23597.402344 Penalty: 541.981201
	Iteration 14F: 3 clusters Score -23597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -14931.480469 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -14931.48 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 153 members 
Entering Unmasked Estep 
Score: -14587.131836 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -14587.13 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14680.407227 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -14680.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14711.089844 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -14711.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14731.190430 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -14731.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14739.084961 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -14739.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14754.471680 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -14754.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14757.818359 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -14757.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14760.608398 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -14760.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14764.422852 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -14764.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14770.130859 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -14770.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14776.952148 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -14776.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14782.424805 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -14782.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14790.433594 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -14790.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14794.796875 Penalty: 515.329407
	Iteration 13Q: 3 clusters Score -14794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -14797.736328 Penalty: 515.329407
	Iteration 14Q: 3 clusters Score -14797.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14801.391602 Penalty: 515.329407
	Iteration 15Q: 3 clusters Score -14801.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14801.391602 Penalty: 515.329407
	Iteration 16F: 3 clusters Score -14801.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -14454.448242 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -14454.45 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 96 members 
Entering Unmasked Estep 
Score: -14195.320312 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -14195.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14270.564453 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -14270.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14297.856445 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -14297.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14306.478516 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -14306.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14318.586914 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -14318.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14331.555664 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -14331.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14353.108398 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -14353.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14357.912109 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -14357.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14372.327148 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -14372.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14378.730469 Penalty: 479.375092
	Iteration 9Q: 3 clusters Score -14378.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14380.279297 Penalty: 479.375092
	Iteration 10Q: 3 clusters Score -14380.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14381.556641 Penalty: 479.375092
	Iteration 11Q: 3 clusters Score -14381.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14385.367188 Penalty: 479.375092
	Iteration 12Q: 3 clusters Score -14385.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14388.621094 Penalty: 479.375092
	Iteration 13Q: 3 clusters Score -14388.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14389.799805 Penalty: 479.375092
	Iteration 14Q: 3 clusters Score -14389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14389.799805 Penalty: 479.375092
	Iteration 15F: 3 clusters Score -14389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -52163.570312 Penalty: 309.861481
	Iteration 0F: 2 clusters Score -52163.57 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 442 members 
Entering Unmasked Estep 
Score: -51421.710938 Penalty: 619.722961
	Iteration 0F: 3 clusters Score -51421.71 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51663.902344 Penalty: 619.722961
	Iteration 1F: 3 clusters Score -51663.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -51739.105469 Penalty: 619.722961
	Iteration 2F: 3 clusters Score -51739.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -51805.054688 Penalty: 619.722961
	Iteration 3F: 3 clusters Score -51805.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -51855.707031 Penalty: 619.722961
	Iteration 4F: 3 clusters Score -51855.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -51884.824219 Penalty: 619.722961
	Iteration 5Q: 3 clusters Score -51884.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -51904.070312 Penalty: 619.722961
	Iteration 6Q: 3 clusters Score -51904.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -51919.339844 Penalty: 619.722961
	Iteration 7Q: 3 clusters Score -51919.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -51948.625000 Penalty: 619.722961
	Iteration 8Q: 3 clusters Score -51948.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -51991.230469 Penalty: 619.722961
	Iteration 9Q: 3 clusters Score -51991.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52075.894531 Penalty: 619.722961
	Iteration 10Q: 3 clusters Score -52075.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52234.691406 Penalty: 619.722961
	Iteration 11F: 3 clusters Score -52234.69 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52473.535156 Penalty: 619.722961
	Iteration 12F: 3 clusters Score -52473.54 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52807.726562 Penalty: 619.722961
	Iteration 13F: 3 clusters Score -52807.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -53093.847656 Penalty: 619.722961
	Iteration 14F: 3 clusters Score -53093.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -53399.406250 Penalty: 619.722961
	Iteration 15Q: 3 clusters Score -53399.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53450.488281 Penalty: 619.722961
	Iteration 16Q: 3 clusters Score -53450.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53453.488281 Penalty: 619.722961
	Iteration 17Q: 3 clusters Score -53453.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53453.488281 Penalty: 619.722961
	Iteration 18F: 3 clusters Score -53453.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 393 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 159 members 
Mstep: Class 86 contains 95 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 548 members 
Mstep: Class 92 contains 423 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 200 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 97 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 297 members 
Mstep: Class 103 contains 238 members 
Mstep: Class 104 contains 359 members 
Entering Unmasked Estep 
Score: -14084102.000000 Penalty: 58478.156250
Splitting cluster 91 changes total score from -14081411.000000 to -14084102.000000
So it's getting split into cluster 104.
Entering ConstructFrom: 
Trying to split cluster 92 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -12965.324219 Penalty: 275.155457
	Iteration 0F: 2 clusters Score -12965.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12641.497070 Penalty: 550.310913
	Iteration 0F: 3 clusters Score -12641.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13308.084961 Penalty: 550.310913
	Iteration 1F: 3 clusters Score -13308.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13468.465820 Penalty: 550.310913
	Iteration 2F: 3 clusters Score -13468.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13515.092773 Penalty: 550.310913
	Iteration 3Q: 3 clusters Score -13515.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13528.087891 Penalty: 550.310913
	Iteration 4Q: 3 clusters Score -13528.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13529.448242 Penalty: 550.310913
	Iteration 5Q: 3 clusters Score -13529.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13529.448242 Penalty: 550.310913
	Iteration 6F: 3 clusters Score -13529.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 88 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 393 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 159 members 
Mstep: Class 86 contains 95 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 548 members 
Mstep: Class 92 contains 230 members 
Mstep: Class 93 contains 1014 members 
Mstep: Class 94 contains 133 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 200 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 97 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 297 members 
Mstep: Class 103 contains 238 members 
Mstep: Class 104 contains 359 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
Score: -14084380.000000 Penalty: 59040.445312
Splitting cluster 92 changes total score from -14081411.000000 to -14084380.000000
So it's getting split into cluster 105.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 565 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 312 members 
Mstep: Class 8 contains 495 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36438 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 799 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 84 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26034 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 889 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 1530 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 168 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 411 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 197 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 414 members 
Mstep: Class 65 contains 529 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2028 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2135 members 
Mstep: Class 76 contains 393 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95241 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 597 members 
Mstep: Class 81 contains 510 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 159 members 
Mstep: Class 86 contains 95 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 548 members 
Mstep: Class 92 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084732.000000 Penalty: 59040.445312
Iteration 159Q: 106 clusters Score -1.408473e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 533 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 572 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 16379 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 485 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36435 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 810 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 568 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 85 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26025 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 880 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1540 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 501 members 
Mstep: Class 41 contains 251 members 
Mstep: Class 42 contains 461 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 283 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 415 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 203 members 
Mstep: Class 54 contains 376 members 
Mstep: Class 55 contains 78 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1197 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 473 members 
Mstep: Class 63 contains 253 members 
Mstep: Class 64 contains 422 members 
Mstep: Class 65 contains 532 members 
Mstep: Class 66 contains 103 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 161 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2029 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2136 members 
Mstep: Class 76 contains 405 members 
Mstep: Class 77 contains 217 members 
Mstep: Class 78 contains 95246 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 579 members 
Mstep: Class 81 contains 509 members 
Mstep: Class 82 contains 191 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 122 members 
Mstep: Class 85 contains 167 members 
Mstep: Class 86 contains 91 members 
Mstep: Class 87 contains 244 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 532 members 
Mstep: Class 92 contains 229 members 
Mstep: Class 93 contains 987 members 
Mstep: Class 94 contains 131 members 
Mstep: Class 95 contains 72 members 
Mstep: Class 96 contains 466 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 193 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 93 members 
Mstep: Class 101 contains 95 members 
Mstep: Class 102 contains 296 members 
Mstep: Class 103 contains 237 members 
Mstep: Class 104 contains 355 members 
Mstep: Class 105 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085293.000000 Penalty: 59040.445312
Iteration 160F: 106 clusters Score -1.408529e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 572 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 306 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 478 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 36435 members 
Mstep: Class 23 contains 370 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 476 members 
Mstep: Class 31 contains 1583 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26020 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 874 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1556 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 283 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 407 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 206 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1196 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 459 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 420 members 
Mstep: Class 65 contains 533 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 174 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2024 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2136 members 
Mstep: Class 76 contains 412 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95177 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 575 members 
Mstep: Class 81 contains 503 members 
Mstep: Class 82 contains 189 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 167 members 
Mstep: Class 86 contains 90 members 
Mstep: Class 87 contains 242 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 526 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 979 members 
Mstep: Class 94 contains 144 members 
Mstep: Class 95 contains 74 members 
Mstep: Class 96 contains 466 members 
Mstep: Class 97 contains 110 members 
Mstep: Class 98 contains 198 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 97 members 
Mstep: Class 101 contains 97 members 
Mstep: Class 102 contains 306 members 
Mstep: Class 103 contains 249 members 
Mstep: Class 104 contains 419 members 
Mstep: Class 105 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085640.000000 Penalty: 59040.445312
Iteration 161Q: 106 clusters Score -1.408564e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 303 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8048 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 471 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 36431 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1825 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26011 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1572 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 459 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 283 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 406 members 
Mstep: Class 52 contains 1123 members 
Mstep: Class 53 contains 209 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 87 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1196 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 456 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 421 members 
Mstep: Class 65 contains 538 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 186 members 
Mstep: Class 70 contains 200 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2023 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2137 members 
Mstep: Class 76 contains 417 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95155 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 575 members 
Mstep: Class 81 contains 494 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 169 members 
Mstep: Class 86 contains 88 members 
Mstep: Class 87 contains 242 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 524 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 977 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 73 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 110 members 
Mstep: Class 98 contains 204 members 
Mstep: Class 99 contains 224 members 
Mstep: Class 100 contains 97 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 308 members 
Mstep: Class 103 contains 255 members 
Mstep: Class 104 contains 438 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085807.000000 Penalty: 59040.445312
Iteration 162Q: 106 clusters Score -1.408581e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 198 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 469 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 36429 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 26005 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1584 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 153 members 
Mstep: Class 45 contains 284 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 406 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 84 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1196 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 457 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 418 members 
Mstep: Class 65 contains 540 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 195 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2019 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2138 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95143 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 574 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 168 members 
Mstep: Class 86 contains 85 members 
Mstep: Class 87 contains 240 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 977 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 72 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 205 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 309 members 
Mstep: Class 103 contains 260 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085960.000000 Penalty: 59040.445312
Iteration 163Q: 106 clusters Score -1.408596e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 574 members 
Mstep: Class 5 contains 190 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 467 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 36420 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 568 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1581 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25998 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1589 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 150 members 
Mstep: Class 45 contains 285 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 408 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 83 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1196 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 456 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 416 members 
Mstep: Class 65 contains 541 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 200 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2014 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2139 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95152 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 166 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 978 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 71 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 110 members 
Mstep: Class 98 contains 205 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 311 members 
Mstep: Class 103 contains 259 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086051.000000 Penalty: 59040.445312
Iteration 164Q: 106 clusters Score -1.408605e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 466 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 36413 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 566 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1580 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25992 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1607 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 148 members 
Mstep: Class 45 contains 287 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 407 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 83 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1195 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 456 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 417 members 
Mstep: Class 65 contains 541 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 203 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2013 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2141 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95143 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 165 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 242 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 980 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 204 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 313 members 
Mstep: Class 103 contains 257 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086090.000000 Penalty: 59040.445312
Iteration 165Q: 106 clusters Score -1.408609e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 578 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 464 members 
Mstep: Class 21 contains 518 members 
Mstep: Class 22 contains 36409 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 566 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25990 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1628 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 287 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 405 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 83 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1195 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 455 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 420 members 
Mstep: Class 65 contains 543 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 207 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2011 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2145 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95127 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 167 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 242 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 979 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 106 members 
Mstep: Class 98 contains 199 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086121.000000 Penalty: 59040.445312
Iteration 166Q: 106 clusters Score -1.408612e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 581 members 
Mstep: Class 5 contains 172 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1498 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 894 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 462 members 
Mstep: Class 21 contains 519 members 
Mstep: Class 22 contains 36404 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25986 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1658 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 403 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1195 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 455 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 422 members 
Mstep: Class 65 contains 543 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 209 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2011 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2146 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95104 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 169 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 242 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 980 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 104 members 
Mstep: Class 98 contains 196 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086174.000000 Penalty: 59040.445312
Iteration 167Q: 106 clusters Score -1.408617e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 582 members 
Mstep: Class 5 contains 169 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1501 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 460 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36392 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 824 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25985 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1690 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 402 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1195 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 454 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 423 members 
Mstep: Class 65 contains 545 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2007 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2148 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95087 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 170 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 981 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 103 members 
Mstep: Class 98 contains 194 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086192.000000 Penalty: 59040.445312
Iteration 168Q: 106 clusters Score -1.408619e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 583 members 
Mstep: Class 5 contains 169 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1501 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 458 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36383 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25982 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1722 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1195 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 454 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 421 members 
Mstep: Class 65 contains 545 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 212 members 
Mstep: Class 70 contains 201 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2005 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2149 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95066 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 982 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 102 members 
Mstep: Class 98 contains 193 members 
Mstep: Class 99 contains 224 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086232.000000 Penalty: 59040.445312
Iteration 169Q: 106 clusters Score -1.408623e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 585 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1501 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36372 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 568 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25974 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1749 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 250 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1195 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 454 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 420 members 
Mstep: Class 65 contains 542 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 213 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2154 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95056 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 981 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 69 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 101 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 225 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086241.000000 Penalty: 59040.445312
Iteration 170Q: 106 clusters Score -1.408624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36366 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 822 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1576 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25970 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1768 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1194 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 454 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 540 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 212 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2156 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95046 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 982 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 196 members 
Mstep: Class 99 contains 226 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086245.000000 Penalty: 59040.445312
Iteration 171Q: 106 clusters Score -1.408624e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36368 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 819 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25961 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1785 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 454 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2159 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95032 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 983 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 198 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086260.000000 Penalty: 59040.445312
Iteration 172Q: 106 clusters Score -1.408626e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36369 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 818 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25950 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1811 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 454 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2159 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95016 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 984 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 196 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086282.000000 Penalty: 59040.445312
Iteration 173Q: 106 clusters Score -1.408628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36371 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25937 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1828 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 454 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2158 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 95011 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086266.000000 Penalty: 59040.445312
Iteration 174Q: 106 clusters Score -1.408627e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36375 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25927 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1849 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2004 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2159 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94995 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086281.000000 Penalty: 59040.445312
Iteration 175Q: 106 clusters Score -1.408628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36378 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25921 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1869 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2161 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94978 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086281.000000 Penalty: 59040.445312
Iteration 176Q: 106 clusters Score -1.408628e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36377 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25917 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1886 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2165 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94964 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086291.000000 Penalty: 59040.445312
Iteration 177Q: 106 clusters Score -1.408629e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36378 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25911 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1904 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2167 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94950 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086300.000000 Penalty: 59040.445312
Iteration 178Q: 106 clusters Score -1.40863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36373 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25907 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1923 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2170 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94939 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086327.000000 Penalty: 59040.445312
Iteration 179Q: 106 clusters Score -1.408633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36369 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25904 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1945 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2171 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94924 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086346.000000 Penalty: 59040.445312
Iteration 180F: 106 clusters Score -1.408635e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36371 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25899 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1963 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 452 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2174 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94909 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086346.000000 Penalty: 59040.445312
Iteration 181Q: 106 clusters Score -1.408635e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36366 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25892 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 1986 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 452 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94897 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086343.000000 Penalty: 59040.445312
Iteration 182Q: 106 clusters Score -1.408634e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36359 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25889 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2007 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 452 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2000 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2179 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94884 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086357.000000 Penalty: 59040.445312
Iteration 183Q: 106 clusters Score -1.408636e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36355 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25879 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2024 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1998 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2181 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94880 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086372.000000 Penalty: 59040.445312
Iteration 184Q: 106 clusters Score -1.408637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36349 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25873 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2039 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1998 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2179 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94879 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086388.000000 Penalty: 59040.445312
Iteration 185Q: 106 clusters Score -1.408639e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36344 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25868 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2055 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1998 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94875 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086400.000000 Penalty: 59040.445312
Iteration 186Q: 106 clusters Score -1.40864e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36341 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25858 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2073 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1998 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94868 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086402.000000 Penalty: 59040.445312
Iteration 187Q: 106 clusters Score -1.40864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36337 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25849 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94868 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086398.000000 Penalty: 59040.445312
Iteration 188Q: 106 clusters Score -1.40864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36332 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25837 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94874 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086407.000000 Penalty: 59040.445312
Iteration 189Q: 106 clusters Score -1.408641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36328 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25829 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2099 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94884 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086420.000000 Penalty: 59040.445312
Iteration 190Q: 106 clusters Score -1.408642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36319 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25827 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2103 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94892 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086419.000000 Penalty: 59040.445312
Iteration 191Q: 106 clusters Score -1.408642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36311 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25823 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2106 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94902 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086417.000000 Penalty: 59040.445312
Iteration 192Q: 106 clusters Score -1.408642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36308 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25819 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2109 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94906 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086419.000000 Penalty: 59040.445312
Iteration 193Q: 106 clusters Score -1.408642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36303 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25818 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2111 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94910 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086415.000000 Penalty: 59040.445312
Iteration 194Q: 106 clusters Score -1.408642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36297 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25815 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2115 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94915 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086412.000000 Penalty: 59040.445312
Iteration 195Q: 106 clusters Score -1.408641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36295 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2114 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94919 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086421.000000 Penalty: 59040.445312
Iteration 196Q: 106 clusters Score -1.408642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36294 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2117 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94917 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086414.000000 Penalty: 59040.445312
Iteration 197Q: 106 clusters Score -1.408641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36292 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2123 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94913 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086408.000000 Penalty: 59040.445312
Iteration 198Q: 106 clusters Score -1.408641e+07 nChanged 12
Entering ConstructFrom: 
Score: -14086408.000000 Penalty: 59040.445312
Entering ConstructFrom: 
Trying to split cluster 1 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -135204.875000 Penalty: 336.197052
	Iteration 0F: 2 clusters Score -135204.9 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 810 members 
Entering Unmasked Estep 
Score: -133978.250000 Penalty: 672.394104
	Iteration 0F: 3 clusters Score -133978.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134365.484375 Penalty: 672.394104
	Iteration 1F: 3 clusters Score -134365.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134451.750000 Penalty: 672.394104
	Iteration 2F: 3 clusters Score -134451.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134562.984375 Penalty: 672.394104
	Iteration 3F: 3 clusters Score -134563 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134645.515625 Penalty: 672.394104
	Iteration 4F: 3 clusters Score -134645.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134699.609375 Penalty: 672.394104
	Iteration 5F: 3 clusters Score -134699.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134738.906250 Penalty: 672.394104
	Iteration 6Q: 3 clusters Score -134738.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -134775.312500 Penalty: 672.394104
	Iteration 7Q: 3 clusters Score -134775.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134807.687500 Penalty: 672.394104
	Iteration 8Q: 3 clusters Score -134807.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -134832.843750 Penalty: 672.394104
	Iteration 9Q: 3 clusters Score -134832.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -134856.484375 Penalty: 672.394104
	Iteration 10Q: 3 clusters Score -134856.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134872.921875 Penalty: 672.394104
	Iteration 11Q: 3 clusters Score -134872.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134878.500000 Penalty: 672.394104
	Iteration 12Q: 3 clusters Score -134878.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134881.703125 Penalty: 672.394104
	Iteration 13Q: 3 clusters Score -134881.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134883.437500 Penalty: 672.394104
	Iteration 14Q: 3 clusters Score -134883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -134884.562500 Penalty: 672.394104
	Iteration 15Q: 3 clusters Score -134884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -134885.875000 Penalty: 672.394104
	Iteration 16Q: 3 clusters Score -134885.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134888.125000 Penalty: 672.394104
	Iteration 17Q: 3 clusters Score -134888.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -134891.375000 Penalty: 672.394104
	Iteration 18Q: 3 clusters Score -134891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134894.093750 Penalty: 672.394104
	Iteration 19Q: 3 clusters Score -134894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -134897.765625 Penalty: 672.394104
	Iteration 20F: 3 clusters Score -134897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134901.531250 Penalty: 672.394104
	Iteration 21Q: 3 clusters Score -134901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134903.765625 Penalty: 672.394104
	Iteration 22Q: 3 clusters Score -134903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134905.500000 Penalty: 672.394104
	Iteration 23Q: 3 clusters Score -134905.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -134907.765625 Penalty: 672.394104
	Iteration 24Q: 3 clusters Score -134907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134910.750000 Penalty: 672.394104
	Iteration 25Q: 3 clusters Score -134910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -134913.453125 Penalty: 672.394104
	Iteration 26Q: 3 clusters Score -134913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134914.421875 Penalty: 672.394104
	Iteration 27Q: 3 clusters Score -134914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134914.593750 Penalty: 672.394104
	Iteration 28Q: 3 clusters Score -134914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134914.593750 Penalty: 672.394104
	Iteration 29F: 3 clusters Score -134914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -35340.625000 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -35340.62 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 289 members 
Entering Unmasked Estep 
Score: -34841.390625 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -34841.39 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34983.000000 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -34983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -35035.160156 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -35035.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35060.839844 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -35060.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35072.234375 Penalty: 574.862000
	Iteration 4Q: 3 clusters Score -35072.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35081.640625 Penalty: 574.862000
	Iteration 5Q: 3 clusters Score -35081.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -35088.656250 Penalty: 574.862000
	Iteration 6Q: 3 clusters Score -35088.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35094.796875 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -35094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35102.492188 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -35102.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35103.621094 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -35103.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35105.156250 Penalty: 574.862000
	Iteration 10Q: 3 clusters Score -35105.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35106.937500 Penalty: 574.862000
	Iteration 11Q: 3 clusters Score -35106.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35112.203125 Penalty: 574.862000
	Iteration 12Q: 3 clusters Score -35112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35118.132812 Penalty: 574.862000
	Iteration 13Q: 3 clusters Score -35118.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35125.023438 Penalty: 574.862000
	Iteration 14Q: 3 clusters Score -35125.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35126.902344 Penalty: 574.862000
	Iteration 15Q: 3 clusters Score -35126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35127.875000 Penalty: 574.862000
	Iteration 16Q: 3 clusters Score -35127.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35129.113281 Penalty: 574.862000
	Iteration 17Q: 3 clusters Score -35129.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35130.839844 Penalty: 574.862000
	Iteration 18Q: 3 clusters Score -35130.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35130.839844 Penalty: 574.862000
	Iteration 19F: 3 clusters Score -35130.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -146423.125000 Penalty: 354.776764
	Iteration 0F: 2 clusters Score -146423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -144729.562500 Penalty: 709.553528
	Iteration 0F: 3 clusters Score -144729.6 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -145282.921875 Penalty: 709.553528
	Iteration 1F: 3 clusters Score -145282.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -145345.296875 Penalty: 709.553528
	Iteration 2F: 3 clusters Score -145345.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -145394.265625 Penalty: 709.553528
	Iteration 3Q: 3 clusters Score -145394.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -145449.078125 Penalty: 709.553528
	Iteration 4Q: 3 clusters Score -145449.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -145524.171875 Penalty: 709.553528
	Iteration 5F: 3 clusters Score -145524.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -145613.968750 Penalty: 709.553528
	Iteration 6F: 3 clusters Score -145614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -145717.468750 Penalty: 709.553528
	Iteration 7F: 3 clusters Score -145717.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -145845.515625 Penalty: 709.553528
	Iteration 8F: 3 clusters Score -145845.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -145939.843750 Penalty: 709.553528
	Iteration 9Q: 3 clusters Score -145939.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -146000.109375 Penalty: 709.553528
	Iteration 10Q: 3 clusters Score -146000.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -146046.703125 Penalty: 709.553528
	Iteration 11Q: 3 clusters Score -146046.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -146070.953125 Penalty: 709.553528
	Iteration 12Q: 3 clusters Score -146071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -146085.031250 Penalty: 709.553528
	Iteration 13Q: 3 clusters Score -146085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -146097.156250 Penalty: 709.553528
	Iteration 14Q: 3 clusters Score -146097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -146104.406250 Penalty: 709.553528
	Iteration 15Q: 3 clusters Score -146104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -146110.703125 Penalty: 709.553528
	Iteration 16Q: 3 clusters Score -146110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -146114.875000 Penalty: 709.553528
	Iteration 17Q: 3 clusters Score -146114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -146121.109375 Penalty: 709.553528
	Iteration 18Q: 3 clusters Score -146121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -146125.718750 Penalty: 709.553528
	Iteration 19Q: 3 clusters Score -146125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -146126.281250 Penalty: 709.553528
	Iteration 20F: 3 clusters Score -146126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -146126.546875 Penalty: 709.553528
	Iteration 21Q: 3 clusters Score -146126.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -146126.546875 Penalty: 709.553528
	Iteration 22F: 3 clusters Score -146126.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -40339.750000 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -40339.75 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 282 members 
Entering Unmasked Estep 
Score: -39789.199219 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -39789.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39985.031250 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -39985.03 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40097.367188 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -40097.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40184.843750 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -40184.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40250.187500 Penalty: 580.591187
	Iteration 4F: 3 clusters Score -40250.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40286.257812 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -40286.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -40318.210938 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -40318.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40332.324219 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -40332.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40335.351562 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -40335.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40339.773438 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -40339.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40343.085938 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -40343.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40344.625000 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -40344.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40347.109375 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -40347.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40349.664062 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -40349.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40351.402344 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -40351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40352.148438 Penalty: 580.591187
	Iteration 15Q: 3 clusters Score -40352.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40352.148438 Penalty: 580.591187
	Iteration 16F: 3 clusters Score -40352.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 156 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Mstep: Class 106 contains 434 members 
Entering Unmasked Estep 
Score: -14086132.000000 Penalty: 59602.734375
Splitting cluster 4 changes total score from -14086408.000000 to -14086132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8017.417480 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8017.417 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 83 members 
Entering Unmasked Estep 
Score: -7755.574707 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7755.575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7796.106934 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7796.107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7825.273438 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7825.273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7840.881836 Penalty: 466.280701
	Iteration 3F: 3 clusters Score -7840.882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7853.969238 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -7853.969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7861.981445 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -7861.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7862.756836 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -7862.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7862.756836 Penalty: 466.280701
	Iteration 7F: 3 clusters Score -7862.757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -19329.011719 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -19329.01 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 166 members 
Entering Unmasked Estep 
Score: -18996.779297 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -18996.78 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19111.419922 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -19111.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19151.052734 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -19151.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19180.474609 Penalty: 524.346680
	Iteration 3F: 3 clusters Score -19180.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19232.335938 Penalty: 524.346680
	Iteration 4F: 3 clusters Score -19232.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19253.914062 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -19253.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19258.697266 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -19258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19263.791016 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -19263.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19268.871094 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -19268.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19275.591797 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -19275.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -19282.048828 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -19282.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19294.517578 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -19294.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19299.712891 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -19299.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19301.703125 Penalty: 524.346680
	Iteration 13Q: 3 clusters Score -19301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19303.537109 Penalty: 524.346680
	Iteration 14Q: 3 clusters Score -19303.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19303.537109 Penalty: 524.346680
	Iteration 15F: 3 clusters Score -19303.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -19341.128906 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -19341.13 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 159 members 
Entering Unmasked Estep 
Score: -19006.423828 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -19006.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19139.566406 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -19139.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19214.361328 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -19214.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19240.650391 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -19240.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19259.496094 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -19259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19277.466797 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -19277.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19287.234375 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -19287.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19297.994141 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -19297.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19305.376953 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -19305.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19313.273438 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -19313.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19318.892578 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -19318.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19321.482422 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -19321.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19322.236328 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -19322.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19322.841797 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -19322.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19323.498047 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -19323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19323.498047 Penalty: 519.044189
	Iteration 15F: 3 clusters Score -19323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -29648.658203 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -29648.66 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 238 members 
Entering Unmasked Estep 
Score: -29168.144531 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -29168.14 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29273.134766 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -29273.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29289.804688 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -29289.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29297.580078 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -29297.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29307.683594 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -29307.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29317.425781 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -29317.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29327.314453 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -29327.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29333.189453 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -29333.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29339.605469 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -29339.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29343.205078 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -29343.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29346.570312 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -29346.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29349.878906 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -29349.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29354.468750 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -29354.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29362.070312 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -29362.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29364.800781 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -29364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29367.634766 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -29367.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29368.085938 Penalty: 563.504944
	Iteration 16Q: 3 clusters Score -29368.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29369.472656 Penalty: 563.504944
	Iteration 17Q: 3 clusters Score -29369.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29373.916016 Penalty: 563.504944
	Iteration 18Q: 3 clusters Score -29373.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29376.210938 Penalty: 563.504944
	Iteration 19Q: 3 clusters Score -29376.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29378.820312 Penalty: 563.504944
	Iteration 20F: 3 clusters Score -29378.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29380.162109 Penalty: 563.504944
	Iteration 21Q: 3 clusters Score -29380.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29380.451172 Penalty: 563.504944
	Iteration 22Q: 3 clusters Score -29380.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29380.451172 Penalty: 563.504944
	Iteration 23F: 3 clusters Score -29380.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -2505.214844 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -2505.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2417.628418 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -2417.628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2535.315674 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -2535.316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 62 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Mstep: Class 106 contains 19 members 
Entering Unmasked Estep 
Score: -14086082.000000 Penalty: 59602.734375
Splitting cluster 9 changes total score from -14086408.000000 to -14086082.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -3743.080811 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -3743.081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3556.157471 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -3556.157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3616.915527 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -3616.916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3641.271729 Penalty: 406.397644
	Iteration 2F: 3 clusters Score -3641.272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3649.760986 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -3649.761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3660.035889 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -3660.036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3669.979492 Penalty: 406.397644
	Iteration 5Q: 3 clusters Score -3669.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3674.834473 Penalty: 406.397644
	Iteration 6Q: 3 clusters Score -3674.834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3681.389893 Penalty: 406.397644
	Iteration 7Q: 3 clusters Score -3681.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3681.389893 Penalty: 406.397644
	Iteration 8F: 3 clusters Score -3681.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Entering Unmasked Estep 
Score: -447067.375000 Penalty: 409.212280
	Iteration 0F: 2 clusters Score -447067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -441706.093750 Penalty: 818.424561
	Iteration 0F: 3 clusters Score -441706.1 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -443830.000000 Penalty: 818.424561
	Iteration 1F: 3 clusters Score -443830 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -444068.718750 Penalty: 818.424561
	Iteration 2F: 3 clusters Score -444068.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -444318.375000 Penalty: 818.424561
	Iteration 3F: 3 clusters Score -444318.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -444623.500000 Penalty: 818.424561
	Iteration 4F: 3 clusters Score -444623.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -444962.375000 Penalty: 818.424561
	Iteration 5F: 3 clusters Score -444962.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -445298.968750 Penalty: 818.424561
	Iteration 6F: 3 clusters Score -445299 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -445658.437500 Penalty: 818.424561
	Iteration 7F: 3 clusters Score -445658.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -445983.531250 Penalty: 818.424561
	Iteration 8Q: 3 clusters Score -445983.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -446235.187500 Penalty: 818.424561
	Iteration 9Q: 3 clusters Score -446235.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -446393.156250 Penalty: 818.424561
	Iteration 10Q: 3 clusters Score -446393.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -446509.312500 Penalty: 818.424561
	Iteration 11Q: 3 clusters Score -446509.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -446617.343750 Penalty: 818.424561
	Iteration 12Q: 3 clusters Score -446617.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -446689.531250 Penalty: 818.424561
	Iteration 13Q: 3 clusters Score -446689.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -446726.031250 Penalty: 818.424561
	Iteration 14Q: 3 clusters Score -446726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -446755.031250 Penalty: 818.424561
	Iteration 15Q: 3 clusters Score -446755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -446779.062500 Penalty: 818.424561
	Iteration 16Q: 3 clusters Score -446779.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -446797.187500 Penalty: 818.424561
	Iteration 17Q: 3 clusters Score -446797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -446807.656250 Penalty: 818.424561
	Iteration 18Q: 3 clusters Score -446807.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -446813.468750 Penalty: 818.424561
	Iteration 19Q: 3 clusters Score -446813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -446814.906250 Penalty: 818.424561
	Iteration 20F: 3 clusters Score -446814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -446816.000000 Penalty: 818.424561
	Iteration 21Q: 3 clusters Score -446816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -446817.656250 Penalty: 818.424561
	Iteration 22Q: 3 clusters Score -446817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -446821.250000 Penalty: 818.424561
	Iteration 23Q: 3 clusters Score -446821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -446824.031250 Penalty: 818.424561
	Iteration 24Q: 3 clusters Score -446824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -446826.593750 Penalty: 818.424561
	Iteration 25Q: 3 clusters Score -446826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -446827.937500 Penalty: 818.424561
	Iteration 26Q: 3 clusters Score -446827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -446828.250000 Penalty: 818.424561
	Iteration 27Q: 3 clusters Score -446828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -446829.125000 Penalty: 818.424561
	Iteration 28Q: 3 clusters Score -446829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -446829.125000 Penalty: 818.424561
	Iteration 29F: 3 clusters Score -446829.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Entering Unmasked Estep 
Score: -1387568.250000 Penalty: 441.518097
	Iteration 0F: 2 clusters Score -1387568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1378985.250000 Penalty: 883.036194
	Iteration 0F: 3 clusters Score -1378985 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1383156.375000 Penalty: 883.036194
	Iteration 1F: 3 clusters Score -1383156 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1383398.375000 Penalty: 883.036194
	Iteration 2F: 3 clusters Score -1383398 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1383749.875000 Penalty: 883.036194
	Iteration 3F: 3 clusters Score -1383750 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1384214.375000 Penalty: 883.036194
	Iteration 4F: 3 clusters Score -1384214 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1384641.875000 Penalty: 883.036194
	Iteration 5F: 3 clusters Score -1384642 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1385146.875000 Penalty: 883.036194
	Iteration 6F: 3 clusters Score -1385147 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1385784.500000 Penalty: 883.036194
	Iteration 7F: 3 clusters Score -1385784 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1386401.875000 Penalty: 883.036194
	Iteration 8Q: 3 clusters Score -1386402 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1386680.125000 Penalty: 883.036194
	Iteration 9Q: 3 clusters Score -1386680 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1386749.125000 Penalty: 883.036194
	Iteration 10Q: 3 clusters Score -1386749 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1386781.625000 Penalty: 883.036194
	Iteration 11Q: 3 clusters Score -1386782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1386806.750000 Penalty: 883.036194
	Iteration 12Q: 3 clusters Score -1386807 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1386809.625000 Penalty: 883.036194
	Iteration 13Q: 3 clusters Score -1386810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1386811.375000 Penalty: 883.036194
	Iteration 14Q: 3 clusters Score -1386811 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1386823.500000 Penalty: 883.036194
	Iteration 15Q: 3 clusters Score -1386824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1386829.250000 Penalty: 883.036194
	Iteration 16Q: 3 clusters Score -1386829 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1386832.125000 Penalty: 883.036194
	Iteration 17Q: 3 clusters Score -1386832 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1386838.500000 Penalty: 883.036194
	Iteration 18Q: 3 clusters Score -1386838 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1386849.000000 Penalty: 883.036194
	Iteration 19Q: 3 clusters Score -1386849 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1386847.875000 Penalty: 883.036194
	Iteration 20F: 3 clusters Score -1386848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1386850.250000 Penalty: 883.036194
	Iteration 21Q: 3 clusters Score -1386850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1386853.125000 Penalty: 883.036194
	Iteration 22Q: 3 clusters Score -1386853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1386841.375000 Penalty: 883.036194
	Iteration 23Q: 3 clusters Score -1386841 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1386842.625000 Penalty: 883.036194
	Iteration 24Q: 3 clusters Score -1386843 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1386850.000000 Penalty: 883.036194
	Iteration 25Q: 3 clusters Score -1386850 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1386865.000000 Penalty: 883.036194
	Iteration 26Q: 3 clusters Score -1386865 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1386879.000000 Penalty: 883.036194
	Iteration 27Q: 3 clusters Score -1386879 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1386882.875000 Penalty: 883.036194
	Iteration 28Q: 3 clusters Score -1386883 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1386885.375000 Penalty: 883.036194
	Iteration 29Q: 3 clusters Score -1386885 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1386848.500000 Penalty: 883.036194
	Iteration 30Q: 3 clusters Score -1386848 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1386797.875000 Penalty: 883.036194
	Iteration 31Q: 3 clusters Score -1386798 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1386733.625000 Penalty: 883.036194
	Iteration 32Q: 3 clusters Score -1386734 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1386690.500000 Penalty: 883.036194
	Iteration 33Q: 3 clusters Score -1386690 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1386658.500000 Penalty: 883.036194
	Iteration 34Q: 3 clusters Score -1386658 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1386637.125000 Penalty: 883.036194
	Iteration 35Q: 3 clusters Score -1386637 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1386634.625000 Penalty: 883.036194
	Iteration 36Q: 3 clusters Score -1386635 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1386613.625000 Penalty: 883.036194
	Iteration 37Q: 3 clusters Score -1386614 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1386585.875000 Penalty: 883.036194
	Iteration 38Q: 3 clusters Score -1386586 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1386574.750000 Penalty: 883.036194
	Iteration 39Q: 3 clusters Score -1386575 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1386729.500000 Penalty: 883.036194
	Iteration 40F: 3 clusters Score -1386730 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1386821.500000 Penalty: 883.036194
	Iteration 41Q: 3 clusters Score -1386822 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1386875.125000 Penalty: 883.036194
	Iteration 42Q: 3 clusters Score -1386875 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1386938.500000 Penalty: 883.036194
	Iteration 43Q: 3 clusters Score -1386938 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1387001.625000 Penalty: 883.036194
	Iteration 44Q: 3 clusters Score -1387002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1387045.125000 Penalty: 883.036194
	Iteration 45Q: 3 clusters Score -1387045 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1387069.375000 Penalty: 883.036194
	Iteration 46Q: 3 clusters Score -1387069 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1387097.625000 Penalty: 883.036194
	Iteration 47Q: 3 clusters Score -1387098 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1387107.625000 Penalty: 883.036194
	Iteration 48Q: 3 clusters Score -1387108 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1387127.625000 Penalty: 883.036194
	Iteration 49Q: 3 clusters Score -1387128 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1387143.875000 Penalty: 883.036194
	Iteration 50Q: 3 clusters Score -1387144 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1387137.250000 Penalty: 883.036194
	Iteration 51Q: 3 clusters Score -1387137 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1387114.875000 Penalty: 883.036194
	Iteration 52Q: 3 clusters Score -1387115 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1387089.250000 Penalty: 883.036194
	Iteration 53Q: 3 clusters Score -1387089 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1387080.000000 Penalty: 883.036194
	Iteration 54Q: 3 clusters Score -1387080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1387061.500000 Penalty: 883.036194
	Iteration 55Q: 3 clusters Score -1387062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1387051.625000 Penalty: 883.036194
	Iteration 56Q: 3 clusters Score -1387052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1387044.375000 Penalty: 883.036194
	Iteration 57Q: 3 clusters Score -1387044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1387046.000000 Penalty: 883.036194
	Iteration 58Q: 3 clusters Score -1387046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1387046.500000 Penalty: 883.036194
	Iteration 59Q: 3 clusters Score -1387046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1387060.500000 Penalty: 883.036194
	Iteration 60F: 3 clusters Score -1387060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1387067.250000 Penalty: 883.036194
	Iteration 61Q: 3 clusters Score -1387067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1387065.250000 Penalty: 883.036194
	Iteration 62Q: 3 clusters Score -1387065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1387062.750000 Penalty: 883.036194
	Iteration 63Q: 3 clusters Score -1387063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1387062.250000 Penalty: 883.036194
	Iteration 64Q: 3 clusters Score -1387062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1387055.875000 Penalty: 883.036194
	Iteration 65Q: 3 clusters Score -1387056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1387049.250000 Penalty: 883.036194
	Iteration 66Q: 3 clusters Score -1387049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1387047.750000 Penalty: 883.036194
	Iteration 67Q: 3 clusters Score -1387048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1387039.375000 Penalty: 883.036194
	Iteration 68Q: 3 clusters Score -1387039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1387031.750000 Penalty: 883.036194
	Iteration 69Q: 3 clusters Score -1387032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1387033.375000 Penalty: 883.036194
	Iteration 70Q: 3 clusters Score -1387033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1387026.250000 Penalty: 883.036194
	Iteration 71Q: 3 clusters Score -1387026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1387023.625000 Penalty: 883.036194
	Iteration 72Q: 3 clusters Score -1387024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1387018.750000 Penalty: 883.036194
	Iteration 73Q: 3 clusters Score -1387019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1387025.625000 Penalty: 883.036194
	Iteration 74Q: 3 clusters Score -1387026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1387018.625000 Penalty: 883.036194
	Iteration 75Q: 3 clusters Score -1387019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1387014.750000 Penalty: 883.036194
	Iteration 76Q: 3 clusters Score -1387015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1387016.125000 Penalty: 883.036194
	Iteration 77Q: 3 clusters Score -1387016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1387014.125000 Penalty: 883.036194
	Iteration 78Q: 3 clusters Score -1387014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1387011.250000 Penalty: 883.036194
	Iteration 79Q: 3 clusters Score -1387011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1387018.875000 Penalty: 883.036194
	Iteration 80F: 3 clusters Score -1387019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1387018.500000 Penalty: 883.036194
	Iteration 81Q: 3 clusters Score -1387018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1387024.875000 Penalty: 883.036194
	Iteration 82Q: 3 clusters Score -1387025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1387021.875000 Penalty: 883.036194
	Iteration 83Q: 3 clusters Score -1387022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1387026.125000 Penalty: 883.036194
	Iteration 84Q: 3 clusters Score -1387026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1387024.000000 Penalty: 883.036194
	Iteration 85Q: 3 clusters Score -1387024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1387020.250000 Penalty: 883.036194
	Iteration 86Q: 3 clusters Score -1387020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1387022.875000 Penalty: 883.036194
	Iteration 87Q: 3 clusters Score -1387023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1387023.000000 Penalty: 883.036194
	Iteration 88Q: 3 clusters Score -1387023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1387022.875000 Penalty: 883.036194
	Iteration 89Q: 3 clusters Score -1387023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1387026.250000 Penalty: 883.036194
	Iteration 90Q: 3 clusters Score -1387026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1387024.000000 Penalty: 883.036194
	Iteration 91Q: 3 clusters Score -1387024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1387022.125000 Penalty: 883.036194
	Iteration 92Q: 3 clusters Score -1387022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1387017.625000 Penalty: 883.036194
	Iteration 93Q: 3 clusters Score -1387018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1387019.125000 Penalty: 883.036194
	Iteration 94Q: 3 clusters Score -1387019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1387016.250000 Penalty: 883.036194
	Iteration 95Q: 3 clusters Score -1387016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1387023.250000 Penalty: 883.036194
	Iteration 96Q: 3 clusters Score -1387023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1387022.500000 Penalty: 883.036194
	Iteration 97Q: 3 clusters Score -1387022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1387018.000000 Penalty: 883.036194
	Iteration 98Q: 3 clusters Score -1387018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1387017.125000 Penalty: 883.036194
	Iteration 99Q: 3 clusters Score -1387017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1387021.000000 Penalty: 883.036194
	Iteration 100F: 3 clusters Score -1387021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1387022.250000 Penalty: 883.036194
	Iteration 101Q: 3 clusters Score -1387022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1387021.000000 Penalty: 883.036194
	Iteration 102Q: 3 clusters Score -1387021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1387019.125000 Penalty: 883.036194
	Iteration 103Q: 3 clusters Score -1387019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1387023.750000 Penalty: 883.036194
	Iteration 104Q: 3 clusters Score -1387024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1387024.875000 Penalty: 883.036194
	Iteration 105Q: 3 clusters Score -1387025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1387017.000000 Penalty: 883.036194
	Iteration 106Q: 3 clusters Score -1387017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1387023.125000 Penalty: 883.036194
	Iteration 107Q: 3 clusters Score -1387023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1387024.000000 Penalty: 883.036194
	Iteration 108Q: 3 clusters Score -1387024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1387022.750000 Penalty: 883.036194
	Iteration 109Q: 3 clusters Score -1387023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1387021.500000 Penalty: 883.036194
	Iteration 110Q: 3 clusters Score -1387022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1387027.875000 Penalty: 883.036194
	Iteration 111Q: 3 clusters Score -1387028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1387023.250000 Penalty: 883.036194
	Iteration 112Q: 3 clusters Score -1387023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1387022.125000 Penalty: 883.036194
	Iteration 113Q: 3 clusters Score -1387022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1387022.125000 Penalty: 883.036194
	Iteration 114F: 3 clusters Score -1387022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -24347.890625 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -24347.89 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 179 members 
Entering Unmasked Estep 
Score: -23975.093750 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -23975.09 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24048.113281 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -24048.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24069.664062 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -24069.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24086.519531 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -24086.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24094.785156 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -24094.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24101.179688 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -24101.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24105.517578 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -24105.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24110.351562 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -24110.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24113.777344 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -24113.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24119.169922 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -24119.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24122.042969 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -24122.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24123.484375 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -24123.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24124.916016 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -24124.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24125.330078 Penalty: 530.967773
	Iteration 13Q: 3 clusters Score -24125.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24125.330078 Penalty: 530.967773
	Iteration 14F: 3 clusters Score -24125.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1974.867310 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1974.867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1880.347778 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1880.348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1889.021851 Penalty: 331.020325
	Iteration 1F: 3 clusters Score -1889.022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -91931.335938 Penalty: 332.842438
	Iteration 0F: 2 clusters Score -91931.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -90833.710938 Penalty: 665.684875
	Iteration 0F: 3 clusters Score -90833.71 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -91168.515625 Penalty: 665.684875
	Iteration 1F: 3 clusters Score -91168.52 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -91243.421875 Penalty: 665.684875
	Iteration 2F: 3 clusters Score -91243.42 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -91299.843750 Penalty: 665.684875
	Iteration 3F: 3 clusters Score -91299.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -91342.765625 Penalty: 665.684875
	Iteration 4Q: 3 clusters Score -91342.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -91376.171875 Penalty: 665.684875
	Iteration 5Q: 3 clusters Score -91376.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -91410.773438 Penalty: 665.684875
	Iteration 6Q: 3 clusters Score -91410.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -91444.554688 Penalty: 665.684875
	Iteration 7Q: 3 clusters Score -91444.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -91469.531250 Penalty: 665.684875
	Iteration 8Q: 3 clusters Score -91469.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -91498.429688 Penalty: 665.684875
	Iteration 9Q: 3 clusters Score -91498.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -91531.265625 Penalty: 665.684875
	Iteration 10Q: 3 clusters Score -91531.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -91563.468750 Penalty: 665.684875
	Iteration 11Q: 3 clusters Score -91563.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -91587.695312 Penalty: 665.684875
	Iteration 12Q: 3 clusters Score -91587.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -91598.523438 Penalty: 665.684875
	Iteration 13Q: 3 clusters Score -91598.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -91606.562500 Penalty: 665.684875
	Iteration 14Q: 3 clusters Score -91606.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -91618.226562 Penalty: 665.684875
	Iteration 15Q: 3 clusters Score -91618.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -91624.726562 Penalty: 665.684875
	Iteration 16Q: 3 clusters Score -91624.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -91630.101562 Penalty: 665.684875
	Iteration 17Q: 3 clusters Score -91630.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -91634.109375 Penalty: 665.684875
	Iteration 18Q: 3 clusters Score -91634.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -91634.500000 Penalty: 665.684875
	Iteration 19Q: 3 clusters Score -91634.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -91635.914062 Penalty: 665.684875
	Iteration 20F: 3 clusters Score -91635.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -91636.812500 Penalty: 665.684875
	Iteration 21Q: 3 clusters Score -91636.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -91636.812500 Penalty: 665.684875
	Iteration 22F: 3 clusters Score -91636.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -14189.661133 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -14189.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13855.458984 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13855.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13954.483398 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13954.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13978.420898 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13978.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13996.736328 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -13996.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14009.569336 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -14009.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14020.989258 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -14020.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14037.900391 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -14037.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14075.200195 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -14075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14103.882812 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -14103.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14142.461914 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -14142.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14149.936523 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -14149.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14171.726562 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -14171.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14182.511719 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -14182.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14186.219727 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -14186.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14197.409180 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -14197.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14216.080078 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -14216.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14220.728516 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -14220.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14220.728516 Penalty: 509.118713
	Iteration 17F: 3 clusters Score -14220.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 179 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Mstep: Class 106 contains 90 members 
Entering Unmasked Estep 
Score: -14086143.000000 Penalty: 59602.734375
Splitting cluster 16 changes total score from -14086408.000000 to -14086143.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -47733.980469 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -47733.98 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 443 members 
Entering Unmasked Estep 
Score: -46986.894531 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -46986.89 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47201.996094 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -47202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -47237.058594 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -47237.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47272.593750 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -47272.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47296.695312 Penalty: 618.916748
	Iteration 4Q: 3 clusters Score -47296.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47314.570312 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -47314.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47326.500000 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -47326.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -47333.527344 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -47333.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47342.027344 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -47342.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -47350.667969 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -47350.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -47356.460938 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -47356.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -47359.683594 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -47359.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -47365.128906 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -47365.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -47369.031250 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -47369.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -47371.234375 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -47371.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -47372.625000 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -47372.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -47376.667969 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -47376.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -47380.269531 Penalty: 618.916748
	Iteration 17Q: 3 clusters Score -47380.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -47383.527344 Penalty: 618.916748
	Iteration 18Q: 3 clusters Score -47383.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -47386.679688 Penalty: 618.916748
	Iteration 19Q: 3 clusters Score -47386.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -47389.359375 Penalty: 618.916748
	Iteration 20F: 3 clusters Score -47389.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -47396.199219 Penalty: 618.916748
	Iteration 21Q: 3 clusters Score -47396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -47399.824219 Penalty: 618.916748
	Iteration 22Q: 3 clusters Score -47399.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -47404.437500 Penalty: 618.916748
	Iteration 23Q: 3 clusters Score -47404.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -47408.945312 Penalty: 618.916748
	Iteration 24Q: 3 clusters Score -47408.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -47412.496094 Penalty: 618.916748
	Iteration 25Q: 3 clusters Score -47412.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -47414.890625 Penalty: 618.916748
	Iteration 26Q: 3 clusters Score -47414.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -47416.718750 Penalty: 618.916748
	Iteration 27Q: 3 clusters Score -47416.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -47417.738281 Penalty: 618.916748
	Iteration 28Q: 3 clusters Score -47417.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -47418.261719 Penalty: 618.916748
	Iteration 29Q: 3 clusters Score -47418.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -47420.226562 Penalty: 618.916748
	Iteration 30Q: 3 clusters Score -47420.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -47422.300781 Penalty: 618.916748
	Iteration 31Q: 3 clusters Score -47422.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -47426.042969 Penalty: 618.916748
	Iteration 32Q: 3 clusters Score -47426.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -47427.695312 Penalty: 618.916748
	Iteration 33Q: 3 clusters Score -47427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -47427.917969 Penalty: 618.916748
	Iteration 34Q: 3 clusters Score -47427.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -47427.917969 Penalty: 618.916748
	Iteration 35F: 3 clusters Score -47427.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -134620.625000 Penalty: 353.333405
	Iteration 0F: 2 clusters Score -134620.6 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 1181 members 
Entering Unmasked Estep 
Score: -132964.421875 Penalty: 706.666809
	Iteration 0F: 3 clusters Score -132964.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -133541.796875 Penalty: 706.666809
	Iteration 1F: 3 clusters Score -133541.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -133732.281250 Penalty: 706.666809
	Iteration 2F: 3 clusters Score -133732.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -133939.265625 Penalty: 706.666809
	Iteration 3F: 3 clusters Score -133939.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -134114.343750 Penalty: 706.666809
	Iteration 4F: 3 clusters Score -134114.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -134248.187500 Penalty: 706.666809
	Iteration 5F: 3 clusters Score -134248.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -134354.421875 Penalty: 706.666809
	Iteration 6F: 3 clusters Score -134354.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -134400.265625 Penalty: 706.666809
	Iteration 7Q: 3 clusters Score -134400.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -134425.140625 Penalty: 706.666809
	Iteration 8Q: 3 clusters Score -134425.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -134436.468750 Penalty: 706.666809
	Iteration 9Q: 3 clusters Score -134436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -134441.359375 Penalty: 706.666809
	Iteration 10Q: 3 clusters Score -134441.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -134448.062500 Penalty: 706.666809
	Iteration 11Q: 3 clusters Score -134448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -134450.453125 Penalty: 706.666809
	Iteration 12Q: 3 clusters Score -134450.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -134451.671875 Penalty: 706.666809
	Iteration 13Q: 3 clusters Score -134451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -134451.968750 Penalty: 706.666809
	Iteration 14Q: 3 clusters Score -134452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -134452.140625 Penalty: 706.666809
	Iteration 15Q: 3 clusters Score -134452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -134453.468750 Penalty: 706.666809
	Iteration 16Q: 3 clusters Score -134453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -134453.468750 Penalty: 706.666809
	Iteration 17F: 3 clusters Score -134453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -10868.871094 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10868.87 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: -10602.562500 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10602.56 nChanged 41
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: -10660.380859 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10660.38 nChanged 12
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: -10693.059570 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10693.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10696.151367 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10696.15 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: -10696.998047 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10697 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: -10699.582031 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10699.58 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: -10701.944336 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10701.94 nChanged 2
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: -10706.021484 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -10706.02 nChanged 4
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: -10714.124023 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -10714.12 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: -10722.334961 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -10722.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10724.407227 Penalty: 476.030884
	Iteration 10Q: 3 clusters Score -10724.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10728.535156 Penalty: 476.030884
	Iteration 11Q: 3 clusters Score -10728.54 nChanged 2
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: -10750.089844 Penalty: 476.030884
	Iteration 12Q: 3 clusters Score -10750.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10764.613281 Penalty: 476.030884
	Iteration 13Q: 3 clusters Score -10764.61 nChanged 3
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: -10774.839844 Penalty: 476.030884
	Iteration 14Q: 3 clusters Score -10774.84 nChanged 2
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: -10777.559570 Penalty: 476.030884
	Iteration 15Q: 3 clusters Score -10777.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10779.884766 Penalty: 476.030884
	Iteration 16Q: 3 clusters Score -10779.88 nChanged 1
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: -10781.342773 Penalty: 476.030884
	Iteration 17Q: 3 clusters Score -10781.34 nChanged 1
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: -10782.071289 Penalty: 476.030884
	Iteration 18Q: 3 clusters Score -10782.07 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: -10782.569336 Penalty: 476.030884
	Iteration 19Q: 3 clusters Score -10782.57 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: -10782.569336 Penalty: 476.030884
	Iteration 20F: 3 clusters Score -10782.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -25504.824219 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -25504.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25057.666016 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -25057.67 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25234.304688 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -25234.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25320.101562 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -25320.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25368.005859 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -25368.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25393.660156 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -25393.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25399.072266 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -25399.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25404.742188 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -25404.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25411.027344 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -25411.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25414.294922 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -25414.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25415.472656 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -25415.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25416.212891 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -25416.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25416.212891 Penalty: 557.146851
	Iteration 11F: 3 clusters Score -25416.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -23599.167969 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -23599.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23125.724609 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -23125.72 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23244.544922 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -23244.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23266.732422 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -23266.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23288.589844 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -23288.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23312.638672 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -23312.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23333.123047 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -23333.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23343.224609 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -23343.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23347.679688 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -23347.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23352.828125 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -23352.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23355.351562 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -23355.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23357.289062 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -23357.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23361.447266 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -23361.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23364.074219 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -23364.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23364.378906 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -23364.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23364.378906 Penalty: 569.098450
	Iteration 14F: 3 clusters Score -23364.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Entering Unmasked Estep 
Score: -2293909.250000 Penalty: 477.716766
	Iteration 0F: 2 clusters Score -2293909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2269639.000000 Penalty: 955.433533
	Iteration 0F: 3 clusters Score -2269639 nChanged 17447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2280424.000000 Penalty: 955.433533
	Iteration 1F: 3 clusters Score -2280424 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2280970.750000 Penalty: 955.433533
	Iteration 2Q: 3 clusters Score -2280971 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2281765.250000 Penalty: 955.433533
	Iteration 3Q: 3 clusters Score -2281765 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2283090.750000 Penalty: 955.433533
	Iteration 4F: 3 clusters Score -2283091 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2285071.250000 Penalty: 955.433533
	Iteration 5F: 3 clusters Score -2285071 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2287262.750000 Penalty: 955.433533
	Iteration 6F: 3 clusters Score -2287263 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2288583.750000 Penalty: 955.433533
	Iteration 7F: 3 clusters Score -2288584 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2289117.500000 Penalty: 955.433533
	Iteration 8Q: 3 clusters Score -2289118 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2289368.250000 Penalty: 955.433533
	Iteration 9Q: 3 clusters Score -2289368 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2289525.500000 Penalty: 955.433533
	Iteration 10Q: 3 clusters Score -2289526 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2289671.250000 Penalty: 955.433533
	Iteration 11Q: 3 clusters Score -2289671 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2289808.750000 Penalty: 955.433533
	Iteration 12Q: 3 clusters Score -2289809 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2289945.000000 Penalty: 955.433533
	Iteration 13Q: 3 clusters Score -2289945 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2290107.250000 Penalty: 955.433533
	Iteration 14Q: 3 clusters Score -2290107 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2290294.750000 Penalty: 955.433533
	Iteration 15Q: 3 clusters Score -2290295 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2290476.000000 Penalty: 955.433533
	Iteration 16Q: 3 clusters Score -2290476 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2290702.000000 Penalty: 955.433533
	Iteration 17Q: 3 clusters Score -2290702 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2290924.250000 Penalty: 955.433533
	Iteration 18Q: 3 clusters Score -2290924 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2291116.750000 Penalty: 955.433533
	Iteration 19Q: 3 clusters Score -2291117 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2291271.250000 Penalty: 955.433533
	Iteration 20F: 3 clusters Score -2291271 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2291410.750000 Penalty: 955.433533
	Iteration 21Q: 3 clusters Score -2291411 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2291510.750000 Penalty: 955.433533
	Iteration 22Q: 3 clusters Score -2291511 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2291595.500000 Penalty: 955.433533
	Iteration 23Q: 3 clusters Score -2291596 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2291667.500000 Penalty: 955.433533
	Iteration 24Q: 3 clusters Score -2291668 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2291728.000000 Penalty: 955.433533
	Iteration 25Q: 3 clusters Score -2291728 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2291776.000000 Penalty: 955.433533
	Iteration 26Q: 3 clusters Score -2291776 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2291825.000000 Penalty: 955.433533
	Iteration 27Q: 3 clusters Score -2291825 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2291864.500000 Penalty: 955.433533
	Iteration 28Q: 3 clusters Score -2291864 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2291907.500000 Penalty: 955.433533
	Iteration 29Q: 3 clusters Score -2291908 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2291952.000000 Penalty: 955.433533
	Iteration 30Q: 3 clusters Score -2291952 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2291970.500000 Penalty: 955.433533
	Iteration 31Q: 3 clusters Score -2291970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2291992.000000 Penalty: 955.433533
	Iteration 32Q: 3 clusters Score -2291992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2292012.500000 Penalty: 955.433533
	Iteration 33Q: 3 clusters Score -2292012 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2292031.000000 Penalty: 955.433533
	Iteration 34Q: 3 clusters Score -2292031 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2292060.250000 Penalty: 955.433533
	Iteration 35Q: 3 clusters Score -2292060 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2292085.750000 Penalty: 955.433533
	Iteration 36Q: 3 clusters Score -2292086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2292105.500000 Penalty: 955.433533
	Iteration 37Q: 3 clusters Score -2292106 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2292142.500000 Penalty: 955.433533
	Iteration 38Q: 3 clusters Score -2292142 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2292175.750000 Penalty: 955.433533
	Iteration 39Q: 3 clusters Score -2292176 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2292188.500000 Penalty: 955.433533
	Iteration 40F: 3 clusters Score -2292188 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2292224.500000 Penalty: 955.433533
	Iteration 41Q: 3 clusters Score -2292224 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2292254.500000 Penalty: 955.433533
	Iteration 42Q: 3 clusters Score -2292254 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2292284.750000 Penalty: 955.433533
	Iteration 43Q: 3 clusters Score -2292285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2292316.250000 Penalty: 955.433533
	Iteration 44Q: 3 clusters Score -2292316 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2292341.500000 Penalty: 955.433533
	Iteration 45Q: 3 clusters Score -2292342 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2292357.250000 Penalty: 955.433533
	Iteration 46Q: 3 clusters Score -2292357 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2292375.750000 Penalty: 955.433533
	Iteration 47Q: 3 clusters Score -2292376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2292395.750000 Penalty: 955.433533
	Iteration 48Q: 3 clusters Score -2292396 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2292408.000000 Penalty: 955.433533
	Iteration 49Q: 3 clusters Score -2292408 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2292431.500000 Penalty: 955.433533
	Iteration 50Q: 3 clusters Score -2292432 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2292450.750000 Penalty: 955.433533
	Iteration 51Q: 3 clusters Score -2292451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -2292461.250000 Penalty: 955.433533
	Iteration 52Q: 3 clusters Score -2292461 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -2292469.750000 Penalty: 955.433533
	Iteration 53Q: 3 clusters Score -2292470 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -2292494.000000 Penalty: 955.433533
	Iteration 54Q: 3 clusters Score -2292494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -2292523.750000 Penalty: 955.433533
	Iteration 55Q: 3 clusters Score -2292524 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -2292541.250000 Penalty: 955.433533
	Iteration 56Q: 3 clusters Score -2292541 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -2292566.250000 Penalty: 955.433533
	Iteration 57Q: 3 clusters Score -2292566 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -2292592.750000 Penalty: 955.433533
	Iteration 58Q: 3 clusters Score -2292593 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -2292623.750000 Penalty: 955.433533
	Iteration 59Q: 3 clusters Score -2292624 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -2292637.500000 Penalty: 955.433533
	Iteration 60F: 3 clusters Score -2292638 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -2292661.250000 Penalty: 955.433533
	Iteration 61Q: 3 clusters Score -2292661 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -2292683.000000 Penalty: 955.433533
	Iteration 62Q: 3 clusters Score -2292683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -2292688.000000 Penalty: 955.433533
	Iteration 63Q: 3 clusters Score -2292688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -2292710.000000 Penalty: 955.433533
	Iteration 64Q: 3 clusters Score -2292710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -2292720.250000 Penalty: 955.433533
	Iteration 65Q: 3 clusters Score -2292720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -2292730.000000 Penalty: 955.433533
	Iteration 66Q: 3 clusters Score -2292730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -2292740.500000 Penalty: 955.433533
	Iteration 67Q: 3 clusters Score -2292740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -2292754.500000 Penalty: 955.433533
	Iteration 68Q: 3 clusters Score -2292754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -2292768.250000 Penalty: 955.433533
	Iteration 69Q: 3 clusters Score -2292768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -2292775.750000 Penalty: 955.433533
	Iteration 70Q: 3 clusters Score -2292776 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -2292782.500000 Penalty: 955.433533
	Iteration 71Q: 3 clusters Score -2292782 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -2292785.250000 Penalty: 955.433533
	Iteration 72Q: 3 clusters Score -2292785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -2292793.000000 Penalty: 955.433533
	Iteration 73Q: 3 clusters Score -2292793 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -2292812.500000 Penalty: 955.433533
	Iteration 74Q: 3 clusters Score -2292812 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -2292818.000000 Penalty: 955.433533
	Iteration 75Q: 3 clusters Score -2292818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -2292832.250000 Penalty: 955.433533
	Iteration 76Q: 3 clusters Score -2292832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -2292843.000000 Penalty: 955.433533
	Iteration 77Q: 3 clusters Score -2292843 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -2292850.250000 Penalty: 955.433533
	Iteration 78Q: 3 clusters Score -2292850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -2292867.250000 Penalty: 955.433533
	Iteration 79Q: 3 clusters Score -2292867 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -2292881.500000 Penalty: 955.433533
	Iteration 80F: 3 clusters Score -2292882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -2292887.000000 Penalty: 955.433533
	Iteration 81Q: 3 clusters Score -2292887 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -2292894.500000 Penalty: 955.433533
	Iteration 82Q: 3 clusters Score -2292894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -2292902.250000 Penalty: 955.433533
	Iteration 83Q: 3 clusters Score -2292902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -2292898.250000 Penalty: 955.433533
	Iteration 84Q: 3 clusters Score -2292898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -2292896.000000 Penalty: 955.433533
	Iteration 85Q: 3 clusters Score -2292896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -2292901.750000 Penalty: 955.433533
	Iteration 86Q: 3 clusters Score -2292902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -2292904.000000 Penalty: 955.433533
	Iteration 87Q: 3 clusters Score -2292904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -2292903.000000 Penalty: 955.433533
	Iteration 88Q: 3 clusters Score -2292903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -2292910.750000 Penalty: 955.433533
	Iteration 89Q: 3 clusters Score -2292911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -2292919.750000 Penalty: 955.433533
	Iteration 90Q: 3 clusters Score -2292920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -2292926.250000 Penalty: 955.433533
	Iteration 91Q: 3 clusters Score -2292926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -2292930.250000 Penalty: 955.433533
	Iteration 92Q: 3 clusters Score -2292930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -2292934.750000 Penalty: 955.433533
	Iteration 93Q: 3 clusters Score -2292935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -2292936.500000 Penalty: 955.433533
	Iteration 94Q: 3 clusters Score -2292936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -2292944.500000 Penalty: 955.433533
	Iteration 95Q: 3 clusters Score -2292944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -2292947.000000 Penalty: 955.433533
	Iteration 96Q: 3 clusters Score -2292947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -2292952.250000 Penalty: 955.433533
	Iteration 97Q: 3 clusters Score -2292952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -2292957.250000 Penalty: 955.433533
	Iteration 98Q: 3 clusters Score -2292957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -2292956.750000 Penalty: 955.433533
	Iteration 99Q: 3 clusters Score -2292957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -2292959.750000 Penalty: 955.433533
	Iteration 100F: 3 clusters Score -2292960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -2292961.000000 Penalty: 955.433533
	Iteration 101Q: 3 clusters Score -2292961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -2292961.250000 Penalty: 955.433533
	Iteration 102Q: 3 clusters Score -2292961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -2292967.000000 Penalty: 955.433533
	Iteration 103Q: 3 clusters Score -2292967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -2292974.000000 Penalty: 955.433533
	Iteration 104Q: 3 clusters Score -2292974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -2292973.500000 Penalty: 955.433533
	Iteration 105Q: 3 clusters Score -2292974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -2292978.750000 Penalty: 955.433533
	Iteration 106Q: 3 clusters Score -2292979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2292983.500000 Penalty: 955.433533
	Iteration 107Q: 3 clusters Score -2292984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -2292978.250000 Penalty: 955.433533
	Iteration 108Q: 3 clusters Score -2292978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -2292984.000000 Penalty: 955.433533
	Iteration 109Q: 3 clusters Score -2292984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -2292979.750000 Penalty: 955.433533
	Iteration 110Q: 3 clusters Score -2292980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -2292981.750000 Penalty: 955.433533
	Iteration 111Q: 3 clusters Score -2292982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -2292981.250000 Penalty: 955.433533
	Iteration 112Q: 3 clusters Score -2292981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -2292987.750000 Penalty: 955.433533
	Iteration 113Q: 3 clusters Score -2292988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -2292988.750000 Penalty: 955.433533
	Iteration 114Q: 3 clusters Score -2292989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -2292989.750000 Penalty: 955.433533
	Iteration 115Q: 3 clusters Score -2292990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -2292990.750000 Penalty: 955.433533
	Iteration 116Q: 3 clusters Score -2292991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -2292994.000000 Penalty: 955.433533
	Iteration 117Q: 3 clusters Score -2292994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -2292995.000000 Penalty: 955.433533
	Iteration 118Q: 3 clusters Score -2292995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -2292995.500000 Penalty: 955.433533
	Iteration 119Q: 3 clusters Score -2292996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -2292999.750000 Penalty: 955.433533
	Iteration 120F: 3 clusters Score -2293000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -2292995.250000 Penalty: 955.433533
	Iteration 121Q: 3 clusters Score -2292995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -2293004.000000 Penalty: 955.433533
	Iteration 122Q: 3 clusters Score -2293004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -2293006.750000 Penalty: 955.433533
	Iteration 123Q: 3 clusters Score -2293007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -2293009.750000 Penalty: 955.433533
	Iteration 124Q: 3 clusters Score -2293010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -2293008.750000 Penalty: 955.433533
	Iteration 125Q: 3 clusters Score -2293009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -2293010.750000 Penalty: 955.433533
	Iteration 126Q: 3 clusters Score -2293011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -2293012.750000 Penalty: 955.433533
	Iteration 127Q: 3 clusters Score -2293013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -2293012.500000 Penalty: 955.433533
	Iteration 128Q: 3 clusters Score -2293012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -2293017.500000 Penalty: 955.433533
	Iteration 129Q: 3 clusters Score -2293018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -2293015.750000 Penalty: 955.433533
	Iteration 130Q: 3 clusters Score -2293016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -2293020.750000 Penalty: 955.433533
	Iteration 131Q: 3 clusters Score -2293021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -2293021.500000 Penalty: 955.433533
	Iteration 132Q: 3 clusters Score -2293022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -2293031.250000 Penalty: 955.433533
	Iteration 133Q: 3 clusters Score -2293031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -2293032.250000 Penalty: 955.433533
	Iteration 134Q: 3 clusters Score -2293032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -2293037.500000 Penalty: 955.433533
	Iteration 135Q: 3 clusters Score -2293038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -2293036.000000 Penalty: 955.433533
	Iteration 136Q: 3 clusters Score -2293036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -2293043.000000 Penalty: 955.433533
	Iteration 137Q: 3 clusters Score -2293043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -2293047.500000 Penalty: 955.433533
	Iteration 138Q: 3 clusters Score -2293048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -2293045.250000 Penalty: 955.433533
	Iteration 139Q: 3 clusters Score -2293045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -2293048.750000 Penalty: 955.433533
	Iteration 140F: 3 clusters Score -2293049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -2293046.500000 Penalty: 955.433533
	Iteration 141Q: 3 clusters Score -2293046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -2293049.000000 Penalty: 955.433533
	Iteration 142Q: 3 clusters Score -2293049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -2293051.750000 Penalty: 955.433533
	Iteration 143Q: 3 clusters Score -2293052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -2293052.000000 Penalty: 955.433533
	Iteration 144Q: 3 clusters Score -2293052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -2293054.250000 Penalty: 955.433533
	Iteration 145Q: 3 clusters Score -2293054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -2293051.000000 Penalty: 955.433533
	Iteration 146Q: 3 clusters Score -2293051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -2293050.500000 Penalty: 955.433533
	Iteration 147Q: 3 clusters Score -2293050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -2293050.500000 Penalty: 955.433533
	Iteration 148Q: 3 clusters Score -2293050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -2293050.250000 Penalty: 955.433533
	Iteration 149Q: 3 clusters Score -2293050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -2293051.250000 Penalty: 955.433533
	Iteration 150Q: 3 clusters Score -2293051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -2293051.750000 Penalty: 955.433533
	Iteration 151Q: 3 clusters Score -2293052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -2293048.250000 Penalty: 955.433533
	Iteration 152Q: 3 clusters Score -2293048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -2293051.000000 Penalty: 955.433533
	Iteration 153Q: 3 clusters Score -2293051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -2293053.750000 Penalty: 955.433533
	Iteration 154Q: 3 clusters Score -2293054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -2293054.000000 Penalty: 955.433533
	Iteration 155Q: 3 clusters Score -2293054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -2293054.000000 Penalty: 955.433533
	Iteration 156F: 3 clusters Score -2293054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -24734.820312 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -24734.82 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 211 members 
Entering Unmasked Estep 
Score: -24336.330078 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -24336.33 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24482.468750 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -24482.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24547.041016 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -24547.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24584.103516 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -24584.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24599.125000 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -24599.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24623.005859 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -24623.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24641.875000 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -24641.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24659.898438 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -24659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24668.175781 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -24668.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24673.955078 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -24673.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24682.353516 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -24682.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24688.816406 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -24688.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24695.248047 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -24695.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24697.441406 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -24697.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24700.119141 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -24700.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24704.691406 Penalty: 537.882507
	Iteration 15Q: 3 clusters Score -24704.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24705.580078 Penalty: 537.882507
	Iteration 16Q: 3 clusters Score -24705.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24705.904297 Penalty: 537.882507
	Iteration 17Q: 3 clusters Score -24705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24705.904297 Penalty: 537.882507
	Iteration 18F: 3 clusters Score -24705.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -45486.527344 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -45486.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -44813.539062 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -44813.54 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45019.355469 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -45019.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -45086.503906 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -45086.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -45151.011719 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -45151.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45215.789062 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -45215.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45257.644531 Penalty: 610.213135
	Iteration 5F: 3 clusters Score -45257.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -45285.175781 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -45285.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -45299.121094 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -45299.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45304.402344 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -45304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -45305.699219 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -45305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -45306.492188 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -45306.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -45306.878906 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -45306.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -45307.031250 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -45307.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -45307.031250 Penalty: 610.213135
	Iteration 13F: 3 clusters Score -45307.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -32569.257812 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -32569.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32122.492188 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -32122.49 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32224.171875 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -32224.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32255.294922 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -32255.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32269.380859 Penalty: 558.336426
	Iteration 3Q: 3 clusters Score -32269.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32276.003906 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -32276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32279.701172 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -32279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32282.302734 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -32282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32289.064453 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -32289.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32300.736328 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -32300.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32310.285156 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -32310.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32316.710938 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -32316.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32330.712891 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -32330.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32340.560547 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -32340.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32348.154297 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -32348.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32352.765625 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -32352.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32356.435547 Penalty: 558.336426
	Iteration 15Q: 3 clusters Score -32356.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32358.474609 Penalty: 558.336426
	Iteration 16Q: 3 clusters Score -32358.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32358.580078 Penalty: 558.336426
	Iteration 17Q: 3 clusters Score -32358.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32358.912109 Penalty: 558.336426
	Iteration 18Q: 3 clusters Score -32358.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32361.441406 Penalty: 558.336426
	Iteration 19Q: 3 clusters Score -32361.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32361.765625 Penalty: 558.336426
	Iteration 20F: 3 clusters Score -32361.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32361.933594 Penalty: 558.336426
	Iteration 21Q: 3 clusters Score -32361.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32361.933594 Penalty: 558.336426
	Iteration 22F: 3 clusters Score -32361.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -31279.927734 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -31279.93 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 249 members 
Entering Unmasked Estep 
Score: -30777.906250 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -30777.91 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30929.171875 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -30929.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30992.296875 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -30992.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31024.603516 Penalty: 566.973816
	Iteration 3F: 3 clusters Score -31024.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31051.107422 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -31051.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -31097.371094 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -31097.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -31143.355469 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -31143.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31160.318359 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -31160.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -31176.892578 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -31176.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31187.037109 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -31187.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -31202.171875 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -31202.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -31210.964844 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -31210.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31218.968750 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -31218.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31224.667969 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -31224.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -31225.177734 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -31225.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -31226.716797 Penalty: 566.973816
	Iteration 15Q: 3 clusters Score -31226.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -31227.875000 Penalty: 566.973816
	Iteration 16Q: 3 clusters Score -31227.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -31227.875000 Penalty: 566.973816
	Iteration 17F: 3 clusters Score -31227.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -112940.875000 Penalty: 341.699677
	Iteration 0F: 2 clusters Score -112940.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -111607.437500 Penalty: 683.399353
	Iteration 0F: 3 clusters Score -111607.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -112012.382812 Penalty: 683.399353
	Iteration 1F: 3 clusters Score -112012.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -112100.804688 Penalty: 683.399353
	Iteration 2F: 3 clusters Score -112100.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -112156.890625 Penalty: 683.399353
	Iteration 3F: 3 clusters Score -112156.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -112210.843750 Penalty: 683.399353
	Iteration 4F: 3 clusters Score -112210.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -112252.054688 Penalty: 683.399353
	Iteration 5Q: 3 clusters Score -112252.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112300.250000 Penalty: 683.399353
	Iteration 6Q: 3 clusters Score -112300.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112348.507812 Penalty: 683.399353
	Iteration 7Q: 3 clusters Score -112348.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112392.039062 Penalty: 683.399353
	Iteration 8Q: 3 clusters Score -112392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -112439.250000 Penalty: 683.399353
	Iteration 9Q: 3 clusters Score -112439.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -112499.406250 Penalty: 683.399353
	Iteration 10Q: 3 clusters Score -112499.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -112553.937500 Penalty: 683.399353
	Iteration 11Q: 3 clusters Score -112553.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -112598.265625 Penalty: 683.399353
	Iteration 12Q: 3 clusters Score -112598.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -112623.726562 Penalty: 683.399353
	Iteration 13Q: 3 clusters Score -112623.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -112635.460938 Penalty: 683.399353
	Iteration 14Q: 3 clusters Score -112635.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -112643.789062 Penalty: 683.399353
	Iteration 15Q: 3 clusters Score -112643.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -112653.007812 Penalty: 683.399353
	Iteration 16Q: 3 clusters Score -112653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -112658.578125 Penalty: 683.399353
	Iteration 17Q: 3 clusters Score -112658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -112666.828125 Penalty: 683.399353
	Iteration 18Q: 3 clusters Score -112666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -112672.851562 Penalty: 683.399353
	Iteration 19Q: 3 clusters Score -112672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -112672.851562 Penalty: 683.399353
	Iteration 20F: 3 clusters Score -112672.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -7124.123047 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -7124.123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6869.485840 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -6869.486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6943.133301 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -6943.133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6963.132324 Penalty: 452.253021
	Iteration 2F: 3 clusters Score -6963.132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6970.390137 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -6970.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6977.113770 Penalty: 452.253021
	Iteration 4Q: 3 clusters Score -6977.114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6985.166504 Penalty: 452.253021
	Iteration 5Q: 3 clusters Score -6985.167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6989.533203 Penalty: 452.253021
	Iteration 6Q: 3 clusters Score -6989.533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6997.414062 Penalty: 452.253021
	Iteration 7Q: 3 clusters Score -6997.414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7002.791992 Penalty: 452.253021
	Iteration 8Q: 3 clusters Score -7002.792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7005.277344 Penalty: 452.253021
	Iteration 9Q: 3 clusters Score -7005.277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7021.007812 Penalty: 452.253021
	Iteration 10Q: 3 clusters Score -7021.008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7021.007812 Penalty: 452.253021
	Iteration 11F: 3 clusters Score -7021.008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -32057.566406 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -32057.57 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 285 members 
Entering Unmasked Estep 
Score: -31510.667969 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -31510.67 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31648.292969 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -31648.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31675.966797 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -31675.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31696.007812 Penalty: 577.293152
	Iteration 3Q: 3 clusters Score -31696.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31709.666016 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -31709.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31722.273438 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -31722.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31734.130859 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -31734.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31744.712891 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -31744.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31747.146484 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -31747.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31748.720703 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -31748.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31752.414062 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -31752.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31760.949219 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -31760.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31768.605469 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -31768.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31772.281250 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -31772.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31776.308594 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -31776.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31781.091797 Penalty: 577.293152
	Iteration 15Q: 3 clusters Score -31781.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31784.968750 Penalty: 577.293152
	Iteration 16Q: 3 clusters Score -31784.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31792.687500 Penalty: 577.293152
	Iteration 17Q: 3 clusters Score -31792.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31799.802734 Penalty: 577.293152
	Iteration 18Q: 3 clusters Score -31799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31804.335938 Penalty: 577.293152
	Iteration 19Q: 3 clusters Score -31804.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31807.291016 Penalty: 577.293152
	Iteration 20F: 3 clusters Score -31807.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31809.656250 Penalty: 577.293152
	Iteration 21Q: 3 clusters Score -31809.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31810.462891 Penalty: 577.293152
	Iteration 22Q: 3 clusters Score -31810.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31810.734375 Penalty: 577.293152
	Iteration 23Q: 3 clusters Score -31810.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31810.921875 Penalty: 577.293152
	Iteration 24Q: 3 clusters Score -31810.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31810.921875 Penalty: 577.293152
	Iteration 25F: 3 clusters Score -31810.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -35770.785156 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -35770.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35307.593750 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -35307.59 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35434.726562 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -35434.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35472.085938 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -35472.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35489.476562 Penalty: 560.861633
	Iteration 3Q: 3 clusters Score -35489.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35502.218750 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -35502.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35521.785156 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -35521.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35539.199219 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -35539.2 nChanged 14
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: -35550.187500 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -35550.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35553.433594 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -35553.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35555.917969 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -35555.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35555.917969 Penalty: 560.861633
	Iteration 10F: 3 clusters Score -35555.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -96024.796875 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -96024.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -94825.015625 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -94825.02 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -95217.406250 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -95217.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -95256.359375 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -95256.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -95278.898438 Penalty: 670.058411
	Iteration 3Q: 3 clusters Score -95278.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -95296.671875 Penalty: 670.058411
	Iteration 4Q: 3 clusters Score -95296.67 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -95315.382812 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -95315.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -95338.500000 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -95338.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -95371.070312 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -95371.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95402.265625 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -95402.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95427.320312 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -95427.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95447.093750 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -95447.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95469.625000 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -95469.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95502.796875 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -95502.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95534.640625 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -95534.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95577.140625 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -95577.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95599.507812 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -95599.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -95620.179688 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -95620.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -95641.242188 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -95641.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95651.148438 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -95651.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -95658.656250 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -95658.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -95668.992188 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -95668.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -95683.960938 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -95683.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -95695.281250 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -95695.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -95706.960938 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -95706.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -95718.179688 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -95718.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -95723.984375 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -95723.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -95728.890625 Penalty: 670.058411
	Iteration 26Q: 3 clusters Score -95728.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -95732.453125 Penalty: 670.058411
	Iteration 27Q: 3 clusters Score -95732.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -95734.437500 Penalty: 670.058411
	Iteration 28Q: 3 clusters Score -95734.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -95736.070312 Penalty: 670.058411
	Iteration 29Q: 3 clusters Score -95736.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -95736.070312 Penalty: 670.058411
	Iteration 30F: 3 clusters Score -95736.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -4250.821777 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -4250.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4045.613037 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -4045.613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4078.846924 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -4078.847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4080.061279 Penalty: 405.345581
	Iteration 2Q: 3 clusters Score -4080.061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4080.061279 Penalty: 405.345581
	Iteration 3F: 3 clusters Score -4080.061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -7704.678223 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -7704.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7473.583008 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -7473.583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7508.729004 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -7508.729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7511.395020 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -7511.395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7519.459473 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -7519.459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7529.978516 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -7529.979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7538.545410 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -7538.545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7563.916504 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -7563.917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7574.042480 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -7574.042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7589.595215 Penalty: 445.021759
	Iteration 8Q: 3 clusters Score -7589.595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7593.088379 Penalty: 445.021759
	Iteration 9Q: 3 clusters Score -7593.088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7593.938477 Penalty: 445.021759
	Iteration 10Q: 3 clusters Score -7593.938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7593.938477 Penalty: 445.021759
	Iteration 11F: 3 clusters Score -7593.938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (25814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Entering Unmasked Estep 
Score: -1548166.375000 Penalty: 462.219604
	Iteration 0F: 2 clusters Score -1548166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1530952.250000 Penalty: 924.439209
	Iteration 0F: 3 clusters Score -1530952 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1538178.375000 Penalty: 924.439209
	Iteration 1F: 3 clusters Score -1538178 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1538629.500000 Penalty: 924.439209
	Iteration 2Q: 3 clusters Score -1538630 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1539337.375000 Penalty: 924.439209
	Iteration 3F: 3 clusters Score -1539337 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1540342.875000 Penalty: 924.439209
	Iteration 4F: 3 clusters Score -1540343 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1541536.375000 Penalty: 924.439209
	Iteration 5F: 3 clusters Score -1541536 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1542636.125000 Penalty: 924.439209
	Iteration 6F: 3 clusters Score -1542636 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1543355.625000 Penalty: 924.439209
	Iteration 7F: 3 clusters Score -1543356 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1543774.875000 Penalty: 924.439209
	Iteration 8Q: 3 clusters Score -1543775 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1544045.625000 Penalty: 924.439209
	Iteration 9Q: 3 clusters Score -1544046 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1544237.875000 Penalty: 924.439209
	Iteration 10Q: 3 clusters Score -1544238 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1544419.750000 Penalty: 924.439209
	Iteration 11Q: 3 clusters Score -1544420 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1544603.125000 Penalty: 924.439209
	Iteration 12Q: 3 clusters Score -1544603 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1544759.250000 Penalty: 924.439209
	Iteration 13Q: 3 clusters Score -1544759 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1544914.750000 Penalty: 924.439209
	Iteration 14Q: 3 clusters Score -1544915 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1545077.875000 Penalty: 924.439209
	Iteration 15Q: 3 clusters Score -1545078 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1545237.250000 Penalty: 924.439209
	Iteration 16Q: 3 clusters Score -1545237 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1545400.000000 Penalty: 924.439209
	Iteration 17Q: 3 clusters Score -1545400 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1545546.375000 Penalty: 924.439209
	Iteration 18Q: 3 clusters Score -1545546 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1545683.125000 Penalty: 924.439209
	Iteration 19Q: 3 clusters Score -1545683 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1545841.250000 Penalty: 924.439209
	Iteration 20F: 3 clusters Score -1545841 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1545998.125000 Penalty: 924.439209
	Iteration 21Q: 3 clusters Score -1545998 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1546159.250000 Penalty: 924.439209
	Iteration 22Q: 3 clusters Score -1546159 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1546321.000000 Penalty: 924.439209
	Iteration 23Q: 3 clusters Score -1546321 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1546475.375000 Penalty: 924.439209
	Iteration 24Q: 3 clusters Score -1546475 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1546646.750000 Penalty: 924.439209
	Iteration 25Q: 3 clusters Score -1546647 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1546795.875000 Penalty: 924.439209
	Iteration 26Q: 3 clusters Score -1546796 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1546946.375000 Penalty: 924.439209
	Iteration 27Q: 3 clusters Score -1546946 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1547085.625000 Penalty: 924.439209
	Iteration 28Q: 3 clusters Score -1547086 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1547191.250000 Penalty: 924.439209
	Iteration 29Q: 3 clusters Score -1547191 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1547304.625000 Penalty: 924.439209
	Iteration 30Q: 3 clusters Score -1547305 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1547396.625000 Penalty: 924.439209
	Iteration 31Q: 3 clusters Score -1547397 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1547486.625000 Penalty: 924.439209
	Iteration 32Q: 3 clusters Score -1547487 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1547576.125000 Penalty: 924.439209
	Iteration 33Q: 3 clusters Score -1547576 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1547647.875000 Penalty: 924.439209
	Iteration 34Q: 3 clusters Score -1547648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1547691.750000 Penalty: 924.439209
	Iteration 35Q: 3 clusters Score -1547692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1547713.750000 Penalty: 924.439209
	Iteration 36Q: 3 clusters Score -1547714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1547737.000000 Penalty: 924.439209
	Iteration 37Q: 3 clusters Score -1547737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1547754.625000 Penalty: 924.439209
	Iteration 38Q: 3 clusters Score -1547755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1547765.500000 Penalty: 924.439209
	Iteration 39Q: 3 clusters Score -1547766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1547783.125000 Penalty: 924.439209
	Iteration 40F: 3 clusters Score -1547783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1547793.500000 Penalty: 924.439209
	Iteration 41Q: 3 clusters Score -1547794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1547800.500000 Penalty: 924.439209
	Iteration 42Q: 3 clusters Score -1547800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1547803.750000 Penalty: 924.439209
	Iteration 43Q: 3 clusters Score -1547804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1547806.750000 Penalty: 924.439209
	Iteration 44Q: 3 clusters Score -1547807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1547807.625000 Penalty: 924.439209
	Iteration 45Q: 3 clusters Score -1547808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1547814.375000 Penalty: 924.439209
	Iteration 46Q: 3 clusters Score -1547814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1547818.250000 Penalty: 924.439209
	Iteration 47Q: 3 clusters Score -1547818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1547821.875000 Penalty: 924.439209
	Iteration 48Q: 3 clusters Score -1547822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1547824.625000 Penalty: 924.439209
	Iteration 49Q: 3 clusters Score -1547825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1547825.000000 Penalty: 924.439209
	Iteration 50Q: 3 clusters Score -1547825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1547827.250000 Penalty: 924.439209
	Iteration 51Q: 3 clusters Score -1547827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1547827.375000 Penalty: 924.439209
	Iteration 52Q: 3 clusters Score -1547827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1547826.250000 Penalty: 924.439209
	Iteration 53Q: 3 clusters Score -1547826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1547830.125000 Penalty: 924.439209
	Iteration 54Q: 3 clusters Score -1547830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1547829.250000 Penalty: 924.439209
	Iteration 55Q: 3 clusters Score -1547829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1547831.875000 Penalty: 924.439209
	Iteration 56Q: 3 clusters Score -1547832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1547831.375000 Penalty: 924.439209
	Iteration 57Q: 3 clusters Score -1547831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1547830.750000 Penalty: 924.439209
	Iteration 58Q: 3 clusters Score -1547831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1547829.125000 Penalty: 924.439209
	Iteration 59Q: 3 clusters Score -1547829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1547828.250000 Penalty: 924.439209
	Iteration 60F: 3 clusters Score -1547828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1547829.375000 Penalty: 924.439209
	Iteration 61Q: 3 clusters Score -1547829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1547829.375000 Penalty: 924.439209
	Iteration 62F: 3 clusters Score -1547829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16364.975586 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16364.98 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 150 members 
Entering Unmasked Estep 
Score: -15994.368164 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -15994.37 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16090.825195 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16090.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16127.853516 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16127.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16136.309570 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16136.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16143.896484 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16147.653320 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16147.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16150.196289 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16150.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16151.467773 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16151.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16152.821289 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16152.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16154.453125 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16154.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16154.693359 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16154.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16154.693359 Penalty: 520.249512
	Iteration 11F: 3 clusters Score -16154.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -48197.593750 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -48197.59 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 422 members 
Entering Unmasked Estep 
Score: -47490.410156 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -47490.41 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47730.324219 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -47730.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47796.820312 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -47796.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47837.792969 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -47837.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -47867.296875 Penalty: 615.828247
	Iteration 4F: 3 clusters Score -47867.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -47881.707031 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -47881.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -47890.375000 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -47890.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -47898.480469 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -47898.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -47906.730469 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -47906.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -47910.460938 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -47910.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47911.859375 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -47911.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -47913.875000 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -47913.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -47916.460938 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -47916.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -47918.457031 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -47918.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -47922.289062 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -47922.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -47925.652344 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -47925.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -47928.902344 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -47928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -47931.988281 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -47931.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -47939.515625 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -47939.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -47948.757812 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -47948.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -47957.128906 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -47957.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -47968.636719 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -47968.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -47983.500000 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -47983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -47989.335938 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -47989.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -47992.710938 Penalty: 615.828247
	Iteration 24Q: 3 clusters Score -47992.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -47993.367188 Penalty: 615.828247
	Iteration 25Q: 3 clusters Score -47993.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -47995.277344 Penalty: 615.828247
	Iteration 26Q: 3 clusters Score -47995.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -47996.367188 Penalty: 615.828247
	Iteration 27Q: 3 clusters Score -47996.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -47996.847656 Penalty: 615.828247
	Iteration 28Q: 3 clusters Score -47996.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -47996.847656 Penalty: 615.828247
	Iteration 29F: 3 clusters Score -47996.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -16055.568359 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -16055.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15633.385742 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -15633.39 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15863.783203 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -15863.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15896.196289 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -15896.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15916.393555 Penalty: 553.273926
	Iteration 3Q: 3 clusters Score -15916.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15935.203125 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -15935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15944.494141 Penalty: 553.273926
	Iteration 5Q: 3 clusters Score -15944.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15953.007812 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -15953.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15960.086914 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -15960.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15974.030273 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -15974.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15982.969727 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -15982.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15988.895508 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -15988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15995.620117 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -15995.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15998.499023 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -15998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16000.588867 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -16000.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16002.828125 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -16002.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16014.998047 Penalty: 553.273926
	Iteration 15Q: 3 clusters Score -16015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16017.974609 Penalty: 553.273926
	Iteration 16Q: 3 clusters Score -16017.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16019.583008 Penalty: 553.273926
	Iteration 17Q: 3 clusters Score -16019.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16019.583008 Penalty: 553.273926
	Iteration 18F: 3 clusters Score -16019.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -141269.234375 Penalty: 348.727783
	Iteration 0F: 2 clusters Score -141269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -139732.218750 Penalty: 697.455566
	Iteration 0F: 3 clusters Score -139732.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -140288.609375 Penalty: 697.455566
	Iteration 1F: 3 clusters Score -140288.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -140392.937500 Penalty: 697.455566
	Iteration 2F: 3 clusters Score -140392.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140512.156250 Penalty: 697.455566
	Iteration 3F: 3 clusters Score -140512.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -140637.109375 Penalty: 697.455566
	Iteration 4F: 3 clusters Score -140637.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -140750.609375 Penalty: 697.455566
	Iteration 5F: 3 clusters Score -140750.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -140817.984375 Penalty: 697.455566
	Iteration 6Q: 3 clusters Score -140818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -140868.218750 Penalty: 697.455566
	Iteration 7Q: 3 clusters Score -140868.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -140911.093750 Penalty: 697.455566
	Iteration 8Q: 3 clusters Score -140911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -140938.812500 Penalty: 697.455566
	Iteration 9Q: 3 clusters Score -140938.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -140953.140625 Penalty: 697.455566
	Iteration 10Q: 3 clusters Score -140953.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -140961.125000 Penalty: 697.455566
	Iteration 11Q: 3 clusters Score -140961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -140969.828125 Penalty: 697.455566
	Iteration 12Q: 3 clusters Score -140969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -140972.765625 Penalty: 697.455566
	Iteration 13Q: 3 clusters Score -140972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -140973.031250 Penalty: 697.455566
	Iteration 14Q: 3 clusters Score -140973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -140973.515625 Penalty: 697.455566
	Iteration 15Q: 3 clusters Score -140973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -140974.125000 Penalty: 697.455566
	Iteration 16Q: 3 clusters Score -140974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -140974.343750 Penalty: 697.455566
	Iteration 17Q: 3 clusters Score -140974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -140974.343750 Penalty: 697.455566
	Iteration 18F: 3 clusters Score -140974.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -173342.781250 Penalty: 349.615814
	Iteration 0F: 2 clusters Score -173342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -171775.453125 Penalty: 699.231628
	Iteration 0F: 3 clusters Score -171775.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -172248.125000 Penalty: 699.231628
	Iteration 1F: 3 clusters Score -172248.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -172304.375000 Penalty: 699.231628
	Iteration 2F: 3 clusters Score -172304.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -172362.750000 Penalty: 699.231628
	Iteration 3Q: 3 clusters Score -172362.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -172422.890625 Penalty: 699.231628
	Iteration 4Q: 3 clusters Score -172422.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -172475.843750 Penalty: 699.231628
	Iteration 5Q: 3 clusters Score -172475.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -172542.750000 Penalty: 699.231628
	Iteration 6Q: 3 clusters Score -172542.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -172626.687500 Penalty: 699.231628
	Iteration 7F: 3 clusters Score -172626.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -172715.703125 Penalty: 699.231628
	Iteration 8Q: 3 clusters Score -172715.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -172796.156250 Penalty: 699.231628
	Iteration 9Q: 3 clusters Score -172796.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -172882.640625 Penalty: 699.231628
	Iteration 10Q: 3 clusters Score -172882.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -172939.953125 Penalty: 699.231628
	Iteration 11Q: 3 clusters Score -172940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -172981.703125 Penalty: 699.231628
	Iteration 12Q: 3 clusters Score -172981.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -173019.421875 Penalty: 699.231628
	Iteration 13Q: 3 clusters Score -173019.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -173041.578125 Penalty: 699.231628
	Iteration 14Q: 3 clusters Score -173041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -173057.531250 Penalty: 699.231628
	Iteration 15Q: 3 clusters Score -173057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -173068.890625 Penalty: 699.231628
	Iteration 16Q: 3 clusters Score -173068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -173082.421875 Penalty: 699.231628
	Iteration 17Q: 3 clusters Score -173082.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -173095.578125 Penalty: 699.231628
	Iteration 18Q: 3 clusters Score -173095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -173096.906250 Penalty: 699.231628
	Iteration 19Q: 3 clusters Score -173096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -173098.484375 Penalty: 699.231628
	Iteration 20F: 3 clusters Score -173098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -173098.984375 Penalty: 699.231628
	Iteration 21Q: 3 clusters Score -173099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -173098.984375 Penalty: 699.231628
	Iteration 22F: 3 clusters Score -173099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -29515.105469 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -29515.11 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 243 members 
Entering Unmasked Estep 
Score: -29072.380859 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -29072.38 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29255.818359 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -29255.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29319.986328 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -29319.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29343.513672 Penalty: 565.347168
	Iteration 3F: 3 clusters Score -29343.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29354.687500 Penalty: 565.347168
	Iteration 4Q: 3 clusters Score -29354.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29362.402344 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -29362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -29366.093750 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -29366.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29371.705078 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -29371.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -29376.460938 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -29376.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29380.134766 Penalty: 565.347168
	Iteration 9Q: 3 clusters Score -29380.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29391.203125 Penalty: 565.347168
	Iteration 10Q: 3 clusters Score -29391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29395.910156 Penalty: 565.347168
	Iteration 11Q: 3 clusters Score -29395.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29401.808594 Penalty: 565.347168
	Iteration 12Q: 3 clusters Score -29401.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29405.685547 Penalty: 565.347168
	Iteration 13Q: 3 clusters Score -29405.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29406.164062 Penalty: 565.347168
	Iteration 14Q: 3 clusters Score -29406.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29406.164062 Penalty: 565.347168
	Iteration 15F: 3 clusters Score -29406.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -18359.710938 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -18359.71 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 122 members 
Entering Unmasked Estep 
Score: -18033.080078 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -18033.08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18106.267578 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -18106.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18117.609375 Penalty: 502.088196
	Iteration 2Q: 3 clusters Score -18117.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18122.191406 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -18122.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18122.451172 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -18122.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18122.451172 Penalty: 502.088196
	Iteration 5F: 3 clusters Score -18122.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -30971.808594 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -30971.81 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 232 members 
Entering Unmasked Estep 
Score: -30521.041016 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -30521.04 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30662.351562 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -30662.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30706.173828 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -30706.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30737.734375 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -30737.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30758.572266 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -30758.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30767.816406 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -30767.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30770.427734 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -30770.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30771.068359 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -30771.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30774.484375 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -30774.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30778.681641 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -30778.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30779.080078 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -30779.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30780.839844 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -30780.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30782.843750 Penalty: 557.941589
	Iteration 12Q: 3 clusters Score -30782.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30784.525391 Penalty: 557.941589
	Iteration 13Q: 3 clusters Score -30784.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30784.525391 Penalty: 557.941589
	Iteration 14F: 3 clusters Score -30784.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5931.393555 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5931.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5744.660645 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -5744.661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5805.070312 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5805.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -5827.459473 Penalty: 416.298676
	Iteration 2F: 3 clusters Score -5827.459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -5835.717285 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -5835.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5837.575684 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -5837.576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5837.575684 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -5837.576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -6260.116699 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -6260.117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6086.092773 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -6086.093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6266.013184 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -6266.013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6378.709961 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -6378.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6394.833496 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -6394.833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6398.980957 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -6398.981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6408.597168 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -6408.597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6413.181641 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -6413.182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6415.801758 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -6415.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6415.801758 Penalty: 453.508209
	Iteration 8F: 3 clusters Score -6415.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 46 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Mstep: Class 106 contains 100 members 
Entering Unmasked Estep 
Score: -14086239.000000 Penalty: 59602.734375
Splitting cluster 44 changes total score from -14086408.000000 to -14086239.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -14413.185547 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -14413.19 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 132 members 
Entering Unmasked Estep 
Score: -14063.715820 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -14063.72 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14174.597656 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -14174.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14230.370117 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -14230.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14249.159180 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -14249.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14259.127930 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -14259.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14268.340820 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -14268.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14277.750977 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -14277.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14282.267578 Penalty: 514.695251
	Iteration 7Q: 3 clusters Score -14282.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14284.748047 Penalty: 514.695251
	Iteration 8Q: 3 clusters Score -14284.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14284.748047 Penalty: 514.695251
	Iteration 9F: 3 clusters Score -14284.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -9504.118164 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -9504.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9258.485352 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -9258.485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9331.456055 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -9331.456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9351.838867 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -9351.839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9365.441406 Penalty: 453.508209
	Iteration 3F: 3 clusters Score -9365.441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9374.411133 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -9374.411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9374.964844 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -9374.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9375.836914 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -9375.837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9375.836914 Penalty: 453.508209
	Iteration 7F: 3 clusters Score -9375.837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -29144.935547 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -29144.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28670.226562 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -28670.23 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28813.169922 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -28813.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28845.468750 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -28845.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28857.158203 Penalty: 564.798401
	Iteration 3Q: 3 clusters Score -28857.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28862.871094 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -28862.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28870.703125 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -28870.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28882.261719 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -28882.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28889.298828 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -28889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28892.003906 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -28892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28892.511719 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -28892.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28892.511719 Penalty: 564.798401
	Iteration 10F: 3 clusters Score -28892.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8226.267578 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8226.268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7969.592773 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7969.593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8033.895020 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -8033.895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8053.453613 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -8053.454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8072.368652 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -8072.369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8075.207520 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -8075.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8075.207520 Penalty: 454.746338
	Iteration 5F: 3 clusters Score -8075.208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9345.063477 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9345.063 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 85 members 
Entering Unmasked Estep 
Score: -9067.772461 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -9067.772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9149.301758 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -9149.302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9173.808594 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -9173.809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9188.692383 Penalty: 467.891388
	Iteration 3F: 3 clusters Score -9188.692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9194.214844 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -9194.215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9202.700195 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -9202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9204.337891 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -9204.338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9207.875000 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -9207.875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9207.875000 Penalty: 467.891388
	Iteration 8F: 3 clusters Score -9207.875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2698.264160 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2698.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2555.491211 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2555.491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2583.045166 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2583.045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -26490.125000 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -26490.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26053.564453 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -26053.56 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26151.201172 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -26151.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26186.513672 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -26186.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26200.546875 Penalty: 545.450500
	Iteration 3Q: 3 clusters Score -26200.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26212.501953 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -26212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26231.537109 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -26231.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26256.525391 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -26256.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26311.439453 Penalty: 545.450500
	Iteration 7F: 3 clusters Score -26311.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26410.191406 Penalty: 545.450500
	Iteration 8F: 3 clusters Score -26410.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26505.919922 Penalty: 545.450500
	Iteration 9F: 3 clusters Score -26505.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26550.708984 Penalty: 545.450500
	Iteration 10F: 3 clusters Score -26550.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26563.468750 Penalty: 545.450500
	Iteration 11Q: 3 clusters Score -26563.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26574.593750 Penalty: 545.450500
	Iteration 12Q: 3 clusters Score -26574.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26585.943359 Penalty: 545.450500
	Iteration 13Q: 3 clusters Score -26585.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26588.701172 Penalty: 545.450500
	Iteration 14Q: 3 clusters Score -26588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26593.460938 Penalty: 545.450500
	Iteration 15Q: 3 clusters Score -26593.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26593.460938 Penalty: 545.450500
	Iteration 16F: 3 clusters Score -26593.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 273 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Mstep: Class 106 contains 128 members 
Entering Unmasked Estep 
Score: -14086227.000000 Penalty: 59602.734375
Splitting cluster 51 changes total score from -14086408.000000 to -14086227.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -73036.570312 Penalty: 319.621521
	Iteration 0F: 2 clusters Score -73036.57 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 552 members 
Entering Unmasked Estep 
Score: -72178.507812 Penalty: 639.243042
	Iteration 0F: 3 clusters Score -72178.51 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -72448.648438 Penalty: 639.243042
	Iteration 1F: 3 clusters Score -72448.65 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -72492.328125 Penalty: 639.243042
	Iteration 2F: 3 clusters Score -72492.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72522.070312 Penalty: 639.243042
	Iteration 3Q: 3 clusters Score -72522.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72541.984375 Penalty: 639.243042
	Iteration 4Q: 3 clusters Score -72541.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72558.195312 Penalty: 639.243042
	Iteration 5Q: 3 clusters Score -72558.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -72589.992188 Penalty: 639.243042
	Iteration 6Q: 3 clusters Score -72589.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -72633.953125 Penalty: 639.243042
	Iteration 7Q: 3 clusters Score -72633.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72667.539062 Penalty: 639.243042
	Iteration 8Q: 3 clusters Score -72667.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -72695.437500 Penalty: 639.243042
	Iteration 9Q: 3 clusters Score -72695.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -72722.312500 Penalty: 639.243042
	Iteration 10Q: 3 clusters Score -72722.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -72743.984375 Penalty: 639.243042
	Iteration 11Q: 3 clusters Score -72743.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -72756.625000 Penalty: 639.243042
	Iteration 12Q: 3 clusters Score -72756.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -72765.882812 Penalty: 639.243042
	Iteration 13Q: 3 clusters Score -72765.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -72775.203125 Penalty: 639.243042
	Iteration 14Q: 3 clusters Score -72775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72779.125000 Penalty: 639.243042
	Iteration 15Q: 3 clusters Score -72779.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -72781.679688 Penalty: 639.243042
	Iteration 16Q: 3 clusters Score -72781.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -72782.367188 Penalty: 639.243042
	Iteration 17Q: 3 clusters Score -72782.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72782.718750 Penalty: 639.243042
	Iteration 18Q: 3 clusters Score -72782.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -72782.875000 Penalty: 639.243042
	Iteration 19Q: 3 clusters Score -72782.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -72783.031250 Penalty: 639.243042
	Iteration 20F: 3 clusters Score -72783.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -72783.296875 Penalty: 639.243042
	Iteration 21Q: 3 clusters Score -72783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -72783.320312 Penalty: 639.243042
	Iteration 22Q: 3 clusters Score -72783.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72783.429688 Penalty: 639.243042
	Iteration 23Q: 3 clusters Score -72783.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72783.429688 Penalty: 639.243042
	Iteration 24F: 3 clusters Score -72783.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -13313.646484 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -13313.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13012.536133 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -13012.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13105.180664 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -13105.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13158.199219 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -13158.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13194.568359 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -13194.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13197.703125 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -13197.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13201.139648 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -13201.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13204.266602 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -13204.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13208.691406 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -13208.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13210.128906 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -13210.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13213.260742 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -13213.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13217.209961 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -13217.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13217.209961 Penalty: 487.449371
	Iteration 11F: 3 clusters Score -13217.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -27192.886719 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -27192.89 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 198 members 
Entering Unmasked Estep 
Score: -26772.000000 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -26772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26862.523438 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -26862.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26883.765625 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -26883.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26898.388672 Penalty: 539.350281
	Iteration 3Q: 3 clusters Score -26898.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26909.867188 Penalty: 539.350281
	Iteration 4Q: 3 clusters Score -26909.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26928.533203 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -26928.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26951.537109 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -26951.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26961.179688 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -26961.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26973.673828 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -26973.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26992.078125 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -26992.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27001.994141 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -27001.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27016.644531 Penalty: 539.350281
	Iteration 11Q: 3 clusters Score -27016.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27021.820312 Penalty: 539.350281
	Iteration 12Q: 3 clusters Score -27021.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27022.689453 Penalty: 539.350281
	Iteration 13Q: 3 clusters Score -27022.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27022.689453 Penalty: 539.350281
	Iteration 14F: 3 clusters Score -27022.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4701.419434 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4701.419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4531.344238 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -4531.344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4557.205566 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4557.206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4567.910645 Penalty: 401.011444
	Iteration 2F: 3 clusters Score -4567.911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4574.066406 Penalty: 401.011444
	Iteration 3Q: 3 clusters Score -4574.066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4577.635254 Penalty: 401.011444
	Iteration 4Q: 3 clusters Score -4577.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4577.635254 Penalty: 401.011444
	Iteration 5F: 3 clusters Score -4577.635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -14256.557617 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14256.56 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 124 members 
Entering Unmasked Estep 
Score: -13921.234375 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13921.23 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14049.289062 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14049.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14088.826172 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -14088.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14105.727539 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -14105.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14118.790039 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -14118.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14124.086914 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -14124.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14127.268555 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -14127.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14128.960938 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -14128.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14128.960938 Penalty: 511.785614
	Iteration 8F: 3 clusters Score -14128.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -70987.429688 Penalty: 322.332306
	Iteration 0F: 2 clusters Score -70987.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70040.382812 Penalty: 644.664612
	Iteration 0F: 3 clusters Score -70040.38 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -70321.054688 Penalty: 644.664612
	Iteration 1F: 3 clusters Score -70321.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -70388.492188 Penalty: 644.664612
	Iteration 2F: 3 clusters Score -70388.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -70439.695312 Penalty: 644.664612
	Iteration 3F: 3 clusters Score -70439.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -70467.859375 Penalty: 644.664612
	Iteration 4Q: 3 clusters Score -70467.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70497.515625 Penalty: 644.664612
	Iteration 5Q: 3 clusters Score -70497.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70522.671875 Penalty: 644.664612
	Iteration 6Q: 3 clusters Score -70522.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -70530.960938 Penalty: 644.664612
	Iteration 7Q: 3 clusters Score -70530.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70540.281250 Penalty: 644.664612
	Iteration 8Q: 3 clusters Score -70540.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70546.953125 Penalty: 644.664612
	Iteration 9Q: 3 clusters Score -70546.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70556.546875 Penalty: 644.664612
	Iteration 10Q: 3 clusters Score -70556.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70564.664062 Penalty: 644.664612
	Iteration 11Q: 3 clusters Score -70564.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70572.640625 Penalty: 644.664612
	Iteration 12Q: 3 clusters Score -70572.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70585.632812 Penalty: 644.664612
	Iteration 13Q: 3 clusters Score -70585.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70595.562500 Penalty: 644.664612
	Iteration 14Q: 3 clusters Score -70595.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70604.859375 Penalty: 644.664612
	Iteration 15Q: 3 clusters Score -70604.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70616.054688 Penalty: 644.664612
	Iteration 16Q: 3 clusters Score -70616.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70621.226562 Penalty: 644.664612
	Iteration 17Q: 3 clusters Score -70621.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70623.132812 Penalty: 644.664612
	Iteration 18Q: 3 clusters Score -70623.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70625.125000 Penalty: 644.664612
	Iteration 19Q: 3 clusters Score -70625.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70627.101562 Penalty: 644.664612
	Iteration 20F: 3 clusters Score -70627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70630.140625 Penalty: 644.664612
	Iteration 21Q: 3 clusters Score -70630.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70635.187500 Penalty: 644.664612
	Iteration 22Q: 3 clusters Score -70635.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70638.921875 Penalty: 644.664612
	Iteration 23Q: 3 clusters Score -70638.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70639.546875 Penalty: 644.664612
	Iteration 24Q: 3 clusters Score -70639.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70641.703125 Penalty: 644.664612
	Iteration 25Q: 3 clusters Score -70641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70643.679688 Penalty: 644.664612
	Iteration 26Q: 3 clusters Score -70643.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70647.835938 Penalty: 644.664612
	Iteration 27Q: 3 clusters Score -70647.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70652.234375 Penalty: 644.664612
	Iteration 28Q: 3 clusters Score -70652.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70657.960938 Penalty: 644.664612
	Iteration 29Q: 3 clusters Score -70657.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70661.835938 Penalty: 644.664612
	Iteration 30Q: 3 clusters Score -70661.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70665.000000 Penalty: 644.664612
	Iteration 31Q: 3 clusters Score -70665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70672.289062 Penalty: 644.664612
	Iteration 32Q: 3 clusters Score -70672.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70680.195312 Penalty: 644.664612
	Iteration 33Q: 3 clusters Score -70680.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70684.054688 Penalty: 644.664612
	Iteration 34Q: 3 clusters Score -70684.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70688.007812 Penalty: 644.664612
	Iteration 35Q: 3 clusters Score -70688.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70691.226562 Penalty: 644.664612
	Iteration 36Q: 3 clusters Score -70691.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70695.109375 Penalty: 644.664612
	Iteration 37Q: 3 clusters Score -70695.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70702.046875 Penalty: 644.664612
	Iteration 38Q: 3 clusters Score -70702.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70705.703125 Penalty: 644.664612
	Iteration 39Q: 3 clusters Score -70705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70706.656250 Penalty: 644.664612
	Iteration 40F: 3 clusters Score -70706.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -24560.132812 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -24560.13 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 149 members 
Entering Unmasked Estep 
Score: -24183.697266 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -24183.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24277.431641 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -24277.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24309.732422 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -24309.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24323.304688 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -24323.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24333.121094 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -24333.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24346.320312 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -24346.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24354.947266 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -24354.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24369.236328 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -24369.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24381.404297 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -24381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24384.130859 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -24384.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24385.328125 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -24385.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24389.224609 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -24389.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24391.070312 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -24391.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24391.320312 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -24391.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24392.419922 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -24392.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24394.039062 Penalty: 525.201111
	Iteration 15Q: 3 clusters Score -24394.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24395.562500 Penalty: 525.201111
	Iteration 16Q: 3 clusters Score -24395.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24395.562500 Penalty: 525.201111
	Iteration 17F: 3 clusters Score -24395.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -61089.847656 Penalty: 319.863770
	Iteration 0F: 2 clusters Score -61089.85 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 586 members 
Entering Unmasked Estep 
Score: -60217.878906 Penalty: 639.727539
	Iteration 0F: 3 clusters Score -60217.88 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -60556.082031 Penalty: 639.727539
	Iteration 1F: 3 clusters Score -60556.08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -60660.890625 Penalty: 639.727539
	Iteration 2F: 3 clusters Score -60660.89 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -60726.761719 Penalty: 639.727539
	Iteration 3F: 3 clusters Score -60726.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60774.093750 Penalty: 639.727539
	Iteration 4F: 3 clusters Score -60774.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -60807.164062 Penalty: 639.727539
	Iteration 5Q: 3 clusters Score -60807.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -60830.269531 Penalty: 639.727539
	Iteration 6Q: 3 clusters Score -60830.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -60851.226562 Penalty: 639.727539
	Iteration 7Q: 3 clusters Score -60851.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -60860.074219 Penalty: 639.727539
	Iteration 8Q: 3 clusters Score -60860.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -60863.554688 Penalty: 639.727539
	Iteration 9Q: 3 clusters Score -60863.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -60864.617188 Penalty: 639.727539
	Iteration 10Q: 3 clusters Score -60864.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -60865.125000 Penalty: 639.727539
	Iteration 11Q: 3 clusters Score -60865.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -60865.656250 Penalty: 639.727539
	Iteration 12Q: 3 clusters Score -60865.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -60865.867188 Penalty: 639.727539
	Iteration 13Q: 3 clusters Score -60865.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -60865.867188 Penalty: 639.727539
	Iteration 14F: 3 clusters Score -60865.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -2056.938721 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -2056.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1935.700684 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1935.701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1942.179932 Penalty: 335.688019
	Iteration 1Q: 3 clusters Score -1942.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1942.179932 Penalty: 335.688019
	Iteration 2F: 3 clusters Score -1942.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9234.806641 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9234.807 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 87 members 
Entering Unmasked Estep 
Score: -8970.744141 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -8970.744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9027.536133 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9027.536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9037.698242 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9037.698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9039.443359 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9039.443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9041.732422 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9041.732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9044.095703 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9044.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9044.095703 Penalty: 471.542328
	Iteration 6F: 3 clusters Score -9044.096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -23963.474609 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -23963.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23541.933594 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -23541.93 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23658.123047 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -23658.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23689.718750 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -23689.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23717.226562 Penalty: 556.546143
	Iteration 3Q: 3 clusters Score -23717.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23739.185547 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -23739.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23778.273438 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -23778.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23808.296875 Penalty: 556.546143
	Iteration 6F: 3 clusters Score -23808.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23834.849609 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -23834.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23878.291016 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -23878.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23907.423828 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -23907.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23941.078125 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -23941.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23967.705078 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -23967.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23973.783203 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -23973.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23974.546875 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -23974.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23975.285156 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -23975.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23975.777344 Penalty: 556.546143
	Iteration 15Q: 3 clusters Score -23975.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23975.777344 Penalty: 556.546143
	Iteration 16F: 3 clusters Score -23975.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 288 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 226 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Mstep: Class 106 contains 165 members 
Entering Unmasked Estep 
Score: -14086139.000000 Penalty: 59602.734375
Splitting cluster 62 changes total score from -14086408.000000 to -14086139.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -12145.181641 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -12145.18 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 131 members 
Entering Unmasked Estep 
Score: -11837.717773 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -11837.72 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11973.824219 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -11973.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12013.312500 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -12013.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12036.301758 Penalty: 504.254974
	Iteration 3F: 3 clusters Score -12036.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12055.439453 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -12055.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12081.921875 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -12081.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12088.767578 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -12088.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12088.767578 Penalty: 504.254974
	Iteration 7F: 3 clusters Score -12088.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -27305.349609 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -27305.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26861.097656 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -26861.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26951.005859 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26951.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26990.724609 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -26990.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27027.789062 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -27027.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27070.273438 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -27070.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27091.902344 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -27091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27114.435547 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -27114.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27122.058594 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -27122.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27130.203125 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -27130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27139.882812 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -27139.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27149.179688 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -27149.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27160.292969 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -27160.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27174.527344 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -27174.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27189.917969 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -27189.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27205.781250 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -27205.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27217.669922 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -27217.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27235.017578 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -27235.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27249.294922 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -27249.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27255.390625 Penalty: 549.446228
	Iteration 18Q: 3 clusters Score -27255.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27262.316406 Penalty: 549.446228
	Iteration 19Q: 3 clusters Score -27262.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27267.384766 Penalty: 549.446228
	Iteration 20F: 3 clusters Score -27267.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27275.083984 Penalty: 549.446228
	Iteration 21Q: 3 clusters Score -27275.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27282.615234 Penalty: 549.446228
	Iteration 22Q: 3 clusters Score -27282.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27284.697266 Penalty: 549.446228
	Iteration 23Q: 3 clusters Score -27284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27284.697266 Penalty: 549.446228
	Iteration 24F: 3 clusters Score -27284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -38062.496094 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -38062.5 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 264 members 
Entering Unmasked Estep 
Score: -37538.597656 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -37538.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37679.433594 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -37679.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37740.640625 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -37740.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37778.597656 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -37778.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37796.875000 Penalty: 572.025818
	Iteration 4F: 3 clusters Score -37796.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37806.726562 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -37806.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37810.312500 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -37810.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37811.945312 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -37811.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37812.730469 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -37812.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37812.730469 Penalty: 572.025818
	Iteration 9F: 3 clusters Score -37812.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3361.861816 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3361.862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3188.711426 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3188.711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3249.638428 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3249.638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3263.519287 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -3263.519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3283.355469 Penalty: 418.155914
	Iteration 3F: 3 clusters Score -3283.355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3318.229980 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -3318.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3323.313965 Penalty: 418.155914
	Iteration 5Q: 3 clusters Score -3323.314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3338.136230 Penalty: 418.155914
	Iteration 6Q: 3 clusters Score -3338.136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3342.418457 Penalty: 418.155914
	Iteration 7Q: 3 clusters Score -3342.418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3347.199463 Penalty: 418.155914
	Iteration 8Q: 3 clusters Score -3347.199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3347.968506 Penalty: 418.155914
	Iteration 9F: 3 clusters Score -3347.969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3349.531494 Penalty: 418.155914
	Iteration 10Q: 3 clusters Score -3349.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3349.531494 Penalty: 418.155914
	Iteration 11F: 3 clusters Score -3349.531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11978.695312 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11671.211914 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -11671.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11764.798828 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11764.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11806.429688 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11806.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11832.219727 Penalty: 494.865234
	Iteration 3F: 3 clusters Score -11832.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11853.842773 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11853.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11871.793945 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11871.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11879.925781 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11879.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11882.777344 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11882.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11885.515625 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -11885.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11887.558594 Penalty: 494.865234
	Iteration 9Q: 3 clusters Score -11887.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11891.467773 Penalty: 494.865234
	Iteration 10Q: 3 clusters Score -11891.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11891.467773 Penalty: 494.865234
	Iteration 11F: 3 clusters Score -11891.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7334.441895 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7334.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7105.904297 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -7105.904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7156.881836 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -7156.882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7168.557129 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -7168.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7168.557129 Penalty: 440.101654
	Iteration 3F: 3 clusters Score -7168.557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -10568.273438 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -10568.27 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 123 members 
Entering Unmasked Estep 
Score: -10278.388672 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -10278.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10333.492188 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -10333.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10352.705078 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -10352.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10363.877930 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -10363.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10366.932617 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -10366.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10366.932617 Penalty: 487.019104
	Iteration 5F: 3 clusters Score -10366.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -13467.547852 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -13467.55 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 106 members 
Entering Unmasked Estep 
Score: -13203.755859 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -13203.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13271.794922 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -13271.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13299.333984 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -13299.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13319.480469 Penalty: 483.052338
	Iteration 3F: 3 clusters Score -13319.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13322.607422 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -13322.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13323.891602 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -13323.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13323.891602 Penalty: 483.052338
	Iteration 6F: 3 clusters Score -13323.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7750.691406 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7750.691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7502.363770 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7502.364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7569.908203 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7569.908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7595.500488 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -7595.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7603.686035 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7603.686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7603.686035 Penalty: 460.118378
	Iteration 4F: 3 clusters Score -7603.686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -46543.542969 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -46543.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45980.859375 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -45980.86 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46136.527344 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -46136.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46177.292969 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -46177.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46202.585938 Penalty: 583.325928
	Iteration 3Q: 3 clusters Score -46202.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46220.816406 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -46220.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46234.445312 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -46234.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46243.808594 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -46243.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46254.468750 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -46254.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -46264.250000 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -46264.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46272.757812 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -46272.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -46285.644531 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -46285.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -46292.398438 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -46292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46299.621094 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -46299.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46303.929688 Penalty: 583.325928
	Iteration 13Q: 3 clusters Score -46303.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46305.242188 Penalty: 583.325928
	Iteration 14Q: 3 clusters Score -46305.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46307.773438 Penalty: 583.325928
	Iteration 15Q: 3 clusters Score -46307.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -46310.902344 Penalty: 583.325928
	Iteration 16Q: 3 clusters Score -46310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46311.031250 Penalty: 583.325928
	Iteration 17Q: 3 clusters Score -46311.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46311.031250 Penalty: 583.325928
	Iteration 18F: 3 clusters Score -46311.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (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: -119308.789062 Penalty: 345.818298
	Iteration 0F: 2 clusters Score -119308.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -117892.914062 Penalty: 691.636597
	Iteration 0F: 3 clusters Score -117892.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -118404.625000 Penalty: 691.636597
	Iteration 1F: 3 clusters Score -118404.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -118501.515625 Penalty: 691.636597
	Iteration 2F: 3 clusters Score -118501.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -118587.164062 Penalty: 691.636597
	Iteration 3F: 3 clusters Score -118587.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -118635.187500 Penalty: 691.636597
	Iteration 4Q: 3 clusters Score -118635.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118673.898438 Penalty: 691.636597
	Iteration 5Q: 3 clusters Score -118673.9 nChanged 67
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: -118717.359375 Penalty: 691.636597
	Iteration 6Q: 3 clusters Score -118717.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118768.234375 Penalty: 691.636597
	Iteration 7Q: 3 clusters Score -118768.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118823.351562 Penalty: 691.636597
	Iteration 8Q: 3 clusters Score -118823.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118870.937500 Penalty: 691.636597
	Iteration 9Q: 3 clusters Score -118870.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -118911.656250 Penalty: 691.636597
	Iteration 10Q: 3 clusters Score -118911.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -118944.625000 Penalty: 691.636597
	Iteration 11Q: 3 clusters Score -118944.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118967.382812 Penalty: 691.636597
	Iteration 12Q: 3 clusters Score -118967.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -118984.117188 Penalty: 691.636597
	Iteration 13Q: 3 clusters Score -118984.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -118993.093750 Penalty: 691.636597
	Iteration 14Q: 3 clusters Score -118993.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -119001.429688 Penalty: 691.636597
	Iteration 15Q: 3 clusters Score -119001.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -119005.164062 Penalty: 691.636597
	Iteration 16Q: 3 clusters Score -119005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -119008.687500 Penalty: 691.636597
	Iteration 17Q: 3 clusters Score -119008.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -119013.859375 Penalty: 691.636597
	Iteration 18Q: 3 clusters Score -119013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -119017.289062 Penalty: 691.636597
	Iteration 19Q: 3 clusters Score -119017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -119018.304688 Penalty: 691.636597
	Iteration 20F: 3 clusters Score -119018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -119018.671875 Penalty: 691.636597
	Iteration 21Q: 3 clusters Score -119018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -119018.671875 Penalty: 691.636597
	Iteration 22F: 3 clusters Score -119018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -22326.802734 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -22326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21893.322266 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21893.32 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21988.287109 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -21988.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22011.341797 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22011.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22026.007812 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -22026.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22037.568359 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22037.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22042.292969 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22042.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22045.136719 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22045.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22047.162109 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22047.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22049.554688 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22049.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22051.447266 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22051.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22051.447266 Penalty: 546.578186
	Iteration 10F: 3 clusters Score -22051.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -133243.906250 Penalty: 349.699493
	Iteration 0F: 2 clusters Score -133243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -131660.937500 Penalty: 699.398987
	Iteration 0F: 3 clusters Score -131660.9 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -132245.703125 Penalty: 699.398987
	Iteration 1F: 3 clusters Score -132245.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -132354.375000 Penalty: 699.398987
	Iteration 2F: 3 clusters Score -132354.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132426.343750 Penalty: 699.398987
	Iteration 3F: 3 clusters Score -132426.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -132482.718750 Penalty: 699.398987
	Iteration 4Q: 3 clusters Score -132482.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -132547.093750 Penalty: 699.398987
	Iteration 5F: 3 clusters Score -132547.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -132600.000000 Penalty: 699.398987
	Iteration 6Q: 3 clusters Score -132600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -132647.359375 Penalty: 699.398987
	Iteration 7Q: 3 clusters Score -132647.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -132676.875000 Penalty: 699.398987
	Iteration 8Q: 3 clusters Score -132676.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -132701.828125 Penalty: 699.398987
	Iteration 9Q: 3 clusters Score -132701.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -132718.796875 Penalty: 699.398987
	Iteration 10Q: 3 clusters Score -132718.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -132728.984375 Penalty: 699.398987
	Iteration 11Q: 3 clusters Score -132729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -132738.218750 Penalty: 699.398987
	Iteration 12Q: 3 clusters Score -132738.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -132750.093750 Penalty: 699.398987
	Iteration 13Q: 3 clusters Score -132750.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -132760.859375 Penalty: 699.398987
	Iteration 14Q: 3 clusters Score -132760.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -132768.531250 Penalty: 699.398987
	Iteration 15Q: 3 clusters Score -132768.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -132775.468750 Penalty: 699.398987
	Iteration 16Q: 3 clusters Score -132775.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -132783.343750 Penalty: 699.398987
	Iteration 17Q: 3 clusters Score -132783.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -132794.125000 Penalty: 699.398987
	Iteration 18Q: 3 clusters Score -132794.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -132802.281250 Penalty: 699.398987
	Iteration 19Q: 3 clusters Score -132802.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -132810.671875 Penalty: 699.398987
	Iteration 20F: 3 clusters Score -132810.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -132816.265625 Penalty: 699.398987
	Iteration 21Q: 3 clusters Score -132816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -132820.687500 Penalty: 699.398987
	Iteration 22Q: 3 clusters Score -132820.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -132824.187500 Penalty: 699.398987
	Iteration 23Q: 3 clusters Score -132824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -132827.515625 Penalty: 699.398987
	Iteration 24Q: 3 clusters Score -132827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -132830.250000 Penalty: 699.398987
	Iteration 25Q: 3 clusters Score -132830.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -132833.546875 Penalty: 699.398987
	Iteration 26Q: 3 clusters Score -132833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -132839.781250 Penalty: 699.398987
	Iteration 27Q: 3 clusters Score -132839.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -132846.218750 Penalty: 699.398987
	Iteration 28Q: 3 clusters Score -132846.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -132856.046875 Penalty: 699.398987
	Iteration 29Q: 3 clusters Score -132856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -132878.703125 Penalty: 699.398987
	Iteration 30Q: 3 clusters Score -132878.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -132893.343750 Penalty: 699.398987
	Iteration 31Q: 3 clusters Score -132893.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -132902.187500 Penalty: 699.398987
	Iteration 32Q: 3 clusters Score -132902.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -132911.359375 Penalty: 699.398987
	Iteration 33Q: 3 clusters Score -132911.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -132922.671875 Penalty: 699.398987
	Iteration 34Q: 3 clusters Score -132922.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -132930.187500 Penalty: 699.398987
	Iteration 35Q: 3 clusters Score -132930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -132934.421875 Penalty: 699.398987
	Iteration 36Q: 3 clusters Score -132934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -132936.828125 Penalty: 699.398987
	Iteration 37Q: 3 clusters Score -132936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -132938.343750 Penalty: 699.398987
	Iteration 38Q: 3 clusters Score -132938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -132938.281250 Penalty: 699.398987
	Iteration 39Q: 3 clusters Score -132938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -132938.281250 Penalty: 699.398987
	Iteration 40F: 3 clusters Score -132938.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -23329.652344 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -23329.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22881.810547 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -22881.81 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22958.822266 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -22958.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22983.671875 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -22983.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23013.412109 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -23013.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23044.693359 Penalty: 549.228821
	Iteration 4F: 3 clusters Score -23044.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23065.646484 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -23065.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23087.236328 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -23087.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23101.978516 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -23101.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23106.343750 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -23106.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23107.962891 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -23107.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23110.841797 Penalty: 549.228821
	Iteration 10Q: 3 clusters Score -23110.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23112.734375 Penalty: 549.228821
	Iteration 11Q: 3 clusters Score -23112.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23116.646484 Penalty: 549.228821
	Iteration 12Q: 3 clusters Score -23116.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23118.099609 Penalty: 549.228821
	Iteration 13Q: 3 clusters Score -23118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23118.371094 Penalty: 549.228821
	Iteration 14Q: 3 clusters Score -23118.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23119.763672 Penalty: 549.228821
	Iteration 15Q: 3 clusters Score -23119.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23121.121094 Penalty: 549.228821
	Iteration 16Q: 3 clusters Score -23121.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23122.646484 Penalty: 549.228821
	Iteration 17Q: 3 clusters Score -23122.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23124.605469 Penalty: 549.228821
	Iteration 18Q: 3 clusters Score -23124.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23125.748047 Penalty: 549.228821
	Iteration 19Q: 3 clusters Score -23125.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23130.701172 Penalty: 549.228821
	Iteration 20F: 3 clusters Score -23130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23134.423828 Penalty: 549.228821
	Iteration 21Q: 3 clusters Score -23134.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23140.474609 Penalty: 549.228821
	Iteration 22Q: 3 clusters Score -23140.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23144.390625 Penalty: 549.228821
	Iteration 23Q: 3 clusters Score -23144.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23147.082031 Penalty: 549.228821
	Iteration 24Q: 3 clusters Score -23147.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23151.619141 Penalty: 549.228821
	Iteration 25Q: 3 clusters Score -23151.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23164.097656 Penalty: 549.228821
	Iteration 26Q: 3 clusters Score -23164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23170.546875 Penalty: 549.228821
	Iteration 27Q: 3 clusters Score -23170.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23173.613281 Penalty: 549.228821
	Iteration 28Q: 3 clusters Score -23173.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23174.941406 Penalty: 549.228821
	Iteration 29Q: 3 clusters Score -23174.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23178.580078 Penalty: 549.228821
	Iteration 30Q: 3 clusters Score -23178.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23187.820312 Penalty: 549.228821
	Iteration 31Q: 3 clusters Score -23187.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23195.177734 Penalty: 549.228821
	Iteration 32Q: 3 clusters Score -23195.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23209.996094 Penalty: 549.228821
	Iteration 33Q: 3 clusters Score -23210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23223.830078 Penalty: 549.228821
	Iteration 34Q: 3 clusters Score -23223.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23235.716797 Penalty: 549.228821
	Iteration 35Q: 3 clusters Score -23235.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23245.693359 Penalty: 549.228821
	Iteration 36Q: 3 clusters Score -23245.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23257.664062 Penalty: 549.228821
	Iteration 37Q: 3 clusters Score -23257.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23263.367188 Penalty: 549.228821
	Iteration 38Q: 3 clusters Score -23263.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23264.882812 Penalty: 549.228821
	Iteration 39Q: 3 clusters Score -23264.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23268.255859 Penalty: 549.228821
	Iteration 40F: 3 clusters Score -23268.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23270.992188 Penalty: 549.228821
	Iteration 41Q: 3 clusters Score -23270.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23273.400391 Penalty: 549.228821
	Iteration 42Q: 3 clusters Score -23273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23273.693359 Penalty: 549.228821
	Iteration 43Q: 3 clusters Score -23273.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23273.693359 Penalty: 549.228821
	Iteration 44F: 3 clusters Score -23273.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -6823.727539 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -6823.728 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 113 members 
Entering Unmasked Estep 
Score: -6634.708008 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -6634.708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6779.049805 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -6779.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6790.986816 Penalty: 488.728058
	Iteration 2Q: 3 clusters Score -6790.987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6794.688965 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -6794.689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6796.958496 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -6796.958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6796.958496 Penalty: 488.728058
	Iteration 5F: 3 clusters Score -6796.958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (94908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Entering Unmasked Estep 
Score: -5921181.500000 Penalty: 521.460144
	Iteration 0F: 2 clusters Score -5921182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -5858212.500000 Penalty: 1042.920288
	Iteration 0F: 3 clusters Score -5858212 nChanged 46365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -5887722.000000 Penalty: 1042.920288
	Iteration 1F: 3 clusters Score -5887722 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -5890954.500000 Penalty: 1042.920288
	Iteration 2F: 3 clusters Score -5890954 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -5896724.500000 Penalty: 1042.920288
	Iteration 3F: 3 clusters Score -5896724 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5905537.000000 Penalty: 1042.920288
	Iteration 4F: 3 clusters Score -5905537 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -5914318.000000 Penalty: 1042.920288
	Iteration 5F: 3 clusters Score -5914318 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5919045.000000 Penalty: 1042.920288
	Iteration 6F: 3 clusters Score -5919045 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94467 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5920360.000000 Penalty: 1042.920288
	Iteration 7Q: 3 clusters Score -5920360 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5920630.500000 Penalty: 1042.920288
	Iteration 8Q: 3 clusters Score -5920630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5920688.500000 Penalty: 1042.920288
	Iteration 9Q: 3 clusters Score -5920688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5920707.000000 Penalty: 1042.920288
	Iteration 10Q: 3 clusters Score -5920707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -5920721.000000 Penalty: 1042.920288
	Iteration 11Q: 3 clusters Score -5920721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -5920725.000000 Penalty: 1042.920288
	Iteration 12Q: 3 clusters Score -5920725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -5920725.000000 Penalty: 1042.920288
	Iteration 13F: 3 clusters Score -5920725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -33142.566406 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -33142.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32702.625000 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -32702.62 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32814.480469 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -32814.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32836.015625 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -32836.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32846.097656 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -32846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32850.472656 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -32850.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32856.695312 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -32856.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32861.382812 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -32861.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32864.722656 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -32864.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32870.519531 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -32870.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32874.343750 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -32874.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32879.386719 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -32879.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32882.058594 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -32882.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32884.945312 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -32884.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32884.945312 Penalty: 546.802002
	Iteration 13F: 3 clusters Score -32884.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -34447.867188 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -34447.87 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 301 members 
Entering Unmasked Estep 
Score: -33929.699219 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -33929.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34082.250000 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34082.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34157.066406 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34157.07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34212.617188 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34212.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -34236.792969 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -34236.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -34248.597656 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34248.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34259.710938 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34259.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -34265.363281 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34265.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -34266.730469 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34266.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -34267.234375 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34267.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34267.734375 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -34267.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34267.960938 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -34267.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -34267.960938 Penalty: 577.930603
	Iteration 12F: 3 clusters Score -34267.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -36619.726562 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -36619.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36127.628906 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -36127.63 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36262.808594 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -36262.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36307.933594 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -36307.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36324.187500 Penalty: 563.690918
	Iteration 3Q: 3 clusters Score -36324.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36330.054688 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -36330.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36335.511719 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -36335.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36338.996094 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -36339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36339.535156 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -36339.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36339.718750 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -36339.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36339.867188 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -36339.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36339.867188 Penalty: 563.690918
	Iteration 10F: 3 clusters Score -36339.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7524.162598 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7524.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7252.689453 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7252.689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7367.528320 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7367.528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7410.932129 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -7410.932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7419.181152 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7419.181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7426.368652 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -7426.369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7431.800293 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -7431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7439.638184 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -7439.638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7443.246582 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -7443.247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7446.289551 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -7446.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7446.289551 Penalty: 476.516235
	Iteration 9F: 3 clusters Score -7446.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5201.004395 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5201.004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4983.614746 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4983.615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5038.366699 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5038.367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5065.992676 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5065.993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5075.459961 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5075.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5075.459961 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -5075.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -6281.319336 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -6281.319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6057.224121 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6057.224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6099.287598 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6099.288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6112.003906 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -6112.004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6113.902344 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -6113.902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6115.429199 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -6115.429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6115.429199 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -6115.429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9950.288086 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9950.288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9686.549805 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -9686.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9768.956055 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -9768.956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9813.739258 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -9813.739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9826.534180 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -9826.534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9838.372070 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -9838.372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9864.558594 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -9864.559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9886.500977 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -9886.501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9898.163086 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -9898.163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9915.824219 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -9915.824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9924.182617 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -9924.183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9926.917969 Penalty: 467.891388
	Iteration 10Q: 3 clusters Score -9926.918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9926.917969 Penalty: 467.891388
	Iteration 11F: 3 clusters Score -9926.918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -4858.574219 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -4858.574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4673.594727 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -4673.595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4702.846191 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -4702.846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4706.246582 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -4706.247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4706.246582 Penalty: 403.204315
	Iteration 3F: 3 clusters Score -4706.247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16620.375000 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16620.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16292.824219 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16292.82 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16381.118164 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16381.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16419.599609 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16419.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16443.322266 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -16443.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16471.845703 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16471.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16494.417969 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16494.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16509.041016 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16509.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16522.822266 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -16522.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16530.027344 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -16530.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16536.314453 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -16536.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16542.554688 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -16542.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16542.554688 Penalty: 499.116516
	Iteration 11F: 3 clusters Score -16542.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -23725.867188 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -23725.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23311.634766 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -23311.63 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23428.324219 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -23428.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23483.035156 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -23483.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23510.335938 Penalty: 541.981201
	Iteration 3F: 3 clusters Score -23510.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23522.107422 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -23522.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23530.671875 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -23530.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23532.558594 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -23532.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23533.294922 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -23533.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23533.294922 Penalty: 541.981201
	Iteration 8F: 3 clusters Score -23533.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -14931.480469 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -14931.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14569.761719 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -14569.76 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14658.896484 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -14658.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14690.510742 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -14690.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14706.927734 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -14706.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14718.295898 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -14718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14724.415039 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -14724.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14729.711914 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -14729.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14735.240234 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -14735.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14746.240234 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -14746.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14756.438477 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -14756.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14760.515625 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -14760.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14774.579102 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -14774.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14778.139648 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -14778.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14782.116211 Penalty: 515.329407
	Iteration 13Q: 3 clusters Score -14782.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14784.206055 Penalty: 515.329407
	Iteration 14Q: 3 clusters Score -14784.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14785.057617 Penalty: 515.329407
	Iteration 15Q: 3 clusters Score -14785.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14787.791016 Penalty: 515.329407
	Iteration 16Q: 3 clusters Score -14787.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14790.690430 Penalty: 515.329407
	Iteration 17Q: 3 clusters Score -14790.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14791.241211 Penalty: 515.329407
	Iteration 18Q: 3 clusters Score -14791.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14791.241211 Penalty: 515.329407
	Iteration 19F: 3 clusters Score -14791.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -14454.448242 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -14454.45 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 109 members 
Entering Unmasked Estep 
Score: -14179.904297 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -14179.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14243.624023 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -14243.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14272.131836 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -14272.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14280.764648 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -14280.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14284.433594 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -14284.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14284.855469 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -14284.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14286.253906 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -14286.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14286.253906 Penalty: 479.375092
	Iteration 7F: 3 clusters Score -14286.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -30271.218750 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -30271.22 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 266 members 
Entering Unmasked Estep 
Score: -29761.255859 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -29761.26 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29888.705078 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -29888.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -29946.650391 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -29946.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -29994.281250 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -29994.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -30021.552734 Penalty: 569.098450
	Iteration 4F: 3 clusters Score -30021.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -30033.949219 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -30033.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30034.970703 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -30034.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -30035.250000 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -30035.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -30035.457031 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -30035.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -30036.722656 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -30036.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -30037.962891 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -30037.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30039.001953 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -30039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30039.001953 Penalty: 569.098450
	Iteration 12F: 3 clusters Score -30039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -7744.571777 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -7744.572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7538.715820 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -7538.716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7872.079102 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -7872.079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8099.309570 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -8099.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8134.491699 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -8134.492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8145.131348 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -8145.131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8161.190430 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -8161.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8184.198730 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -8184.199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8191.745605 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -8191.746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8193.542969 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -8193.543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8193.542969 Penalty: 493.268707
	Iteration 9F: 3 clusters Score -8193.543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 88 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Mstep: Class 106 contains 138 members 
Entering Unmasked Estep 
Score: -14086546.000000 Penalty: 59602.734375
Splitting cluster 92 changes total score from -14086408.000000 to -14086546.000000
So it's getting split into cluster 106.
Entering ConstructFrom: 
Trying to split cluster 93 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -58220.390625 Penalty: 313.615204
	Iteration 0F: 2 clusters Score -58220.39 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 483 members 
Entering Unmasked Estep 
Score: -57419.375000 Penalty: 627.230408
	Iteration 0F: 3 clusters Score -57419.38 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -57651.078125 Penalty: 627.230408
	Iteration 1F: 3 clusters Score -57651.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57702.554688 Penalty: 627.230408
	Iteration 2F: 3 clusters Score -57702.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57741.054688 Penalty: 627.230408
	Iteration 3F: 3 clusters Score -57741.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57776.128906 Penalty: 627.230408
	Iteration 4F: 3 clusters Score -57776.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57802.597656 Penalty: 627.230408
	Iteration 5Q: 3 clusters Score -57802.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57824.203125 Penalty: 627.230408
	Iteration 6Q: 3 clusters Score -57824.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57843.257812 Penalty: 627.230408
	Iteration 7Q: 3 clusters Score -57843.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57859.300781 Penalty: 627.230408
	Iteration 8Q: 3 clusters Score -57859.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57874.632812 Penalty: 627.230408
	Iteration 9Q: 3 clusters Score -57874.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57881.382812 Penalty: 627.230408
	Iteration 10Q: 3 clusters Score -57881.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57888.210938 Penalty: 627.230408
	Iteration 11Q: 3 clusters Score -57888.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57896.910156 Penalty: 627.230408
	Iteration 12Q: 3 clusters Score -57896.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57900.500000 Penalty: 627.230408
	Iteration 13Q: 3 clusters Score -57900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -57905.308594 Penalty: 627.230408
	Iteration 14Q: 3 clusters Score -57905.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57910.777344 Penalty: 627.230408
	Iteration 15Q: 3 clusters Score -57910.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57914.160156 Penalty: 627.230408
	Iteration 16Q: 3 clusters Score -57914.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57919.140625 Penalty: 627.230408
	Iteration 17Q: 3 clusters Score -57919.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -57932.687500 Penalty: 627.230408
	Iteration 18Q: 3 clusters Score -57932.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57939.117188 Penalty: 627.230408
	Iteration 19Q: 3 clusters Score -57939.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57943.304688 Penalty: 627.230408
	Iteration 20F: 3 clusters Score -57943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -57945.742188 Penalty: 627.230408
	Iteration 21Q: 3 clusters Score -57945.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -57946.832031 Penalty: 627.230408
	Iteration 22Q: 3 clusters Score -57946.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -57946.832031 Penalty: 627.230408
	Iteration 23F: 3 clusters Score -57946.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -10575.188477 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -10575.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10336.839844 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -10336.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10387.276367 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -10387.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10395.476562 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -10395.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10401.878906 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -10401.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10412.912109 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -10412.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10439.590820 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -10439.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10473.581055 Penalty: 453.508209
	Iteration 6F: 3 clusters Score -10473.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10485.044922 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -10485.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10491.810547 Penalty: 453.508209
	Iteration 8Q: 3 clusters Score -10491.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10500.688477 Penalty: 453.508209
	Iteration 9Q: 3 clusters Score -10500.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10502.601562 Penalty: 453.508209
	Iteration 10Q: 3 clusters Score -10502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10502.601562 Penalty: 453.508209
	Iteration 11F: 3 clusters Score -10502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -4327.671875 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -4327.672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4207.125977 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -4207.126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4219.485352 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -4219.485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4221.544434 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -4221.544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4221.544434 Penalty: 386.613068
	Iteration 3F: 3 clusters Score -4221.544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -21236.076172 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -21236.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20834.027344 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -20834.03 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21199.699219 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -21199.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -21302.044922 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -21302.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21326.753906 Penalty: 558.925415
	Iteration 3Q: 3 clusters Score -21326.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21331.570312 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -21331.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21332.894531 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -21332.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21332.894531 Penalty: 558.925415
	Iteration 6F: 3 clusters Score -21332.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 88 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 128 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 193 members 
Mstep: Class 106 contains 138 members 
Mstep: Class 107 contains 337 members 
Entering Unmasked Estep 
Score: -14086355.000000 Penalty: 60165.023438
Splitting cluster 96 changes total score from -14086408.000000 to -14086355.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 97 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -6096.982422 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -6096.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5882.516113 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -5882.516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5918.568848 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -5918.569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5920.419922 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -5920.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5920.419922 Penalty: 419.070496
	Iteration 3F: 3 clusters Score -5920.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (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: -13414.352539 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -13414.35 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 95 members 
Entering Unmasked Estep 
Score: -13137.852539 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -13137.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13183.614258 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -13183.61 nChanged 5
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: -13188.175781 Penalty: 479.842987
	Iteration 2Q: 3 clusters Score -13188.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13192.913086 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -13192.91 nChanged 3
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: -13196.081055 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -13196.08 nChanged 2
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: -13199.723633 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -13199.72 nChanged 4
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: -13205.020508 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -13205.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13209.365234 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -13209.37 nChanged 3
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: -13212.546875 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -13212.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13213.868164 Penalty: 479.842987
	Iteration 9Q: 3 clusters Score -13213.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13214.039062 Penalty: 479.842987
	Iteration 10Q: 3 clusters Score -13214.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13214.039062 Penalty: 479.842987
	Iteration 11F: 3 clusters Score -13214.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -11990.554688 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -11990.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11667.242188 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -11667.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11730.747070 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -11730.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11760.255859 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -11760.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11782.248047 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -11782.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11791.713867 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -11791.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11799.112305 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -11799.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11802.379883 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -11802.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11807.015625 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -11807.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11809.652344 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -11809.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11810.197266 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -11810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11810.197266 Penalty: 493.670471
	Iteration 10F: 3 clusters Score -11810.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -6017.474609 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -6017.475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5823.114746 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -5823.115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5846.971191 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -5846.971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5852.750488 Penalty: 415.355682
	Iteration 2Q: 3 clusters Score -5852.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5852.750488 Penalty: 415.355682
	Iteration 3F: 3 clusters Score -5852.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5234.990234 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5234.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5038.294434 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5038.294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5076.906250 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5076.906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5085.228516 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -5085.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5088.725586 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5088.726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5088.725586 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -5088.726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (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: -19414.564453 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -19414.56 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 171 members 
Entering Unmasked Estep 
Score: -19044.041016 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -19044.04 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19120.113281 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -19120.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19139.781250 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -19139.78 nChanged 19
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: -19158.708984 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -19158.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19185.851562 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -19185.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19211.392578 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -19211.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19223.773438 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -19223.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19229.341797 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -19229.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19235.437500 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -19235.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19237.960938 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -19237.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19243.300781 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -19243.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19249.003906 Penalty: 523.194763
	Iteration 11Q: 3 clusters Score -19249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19253.263672 Penalty: 523.194763
	Iteration 12Q: 3 clusters Score -19253.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19254.037109 Penalty: 523.194763
	Iteration 13Q: 3 clusters Score -19254.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19254.621094 Penalty: 523.194763
	Iteration 14Q: 3 clusters Score -19254.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19254.621094 Penalty: 523.194763
	Iteration 15F: 3 clusters Score -19254.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -15840.519531 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15840.52 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: -15526.678711 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15526.68 nChanged 70
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: -15603.148438 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15603.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15638.466797 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15638.47 nChanged 10
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: -15664.934570 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -15664.93 nChanged 9
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: -15690.432617 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -15690.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15701.243164 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15701.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15706.250977 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15706.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15712.018555 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -15712.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15712.018555 Penalty: 504.611145
	Iteration 8F: 3 clusters Score -15712.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -27752.519531 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -27752.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27284.048828 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -27284.05 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27386.347656 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -27386.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27418.792969 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -27418.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27436.814453 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -27436.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27450.273438 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -27450.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27464.705078 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -27464.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27472.167969 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -27472.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27479.369141 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -27479.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27481.953125 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -27481.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27494.703125 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -27494.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27499.929688 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -27499.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27502.111328 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -27502.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27502.642578 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -27502.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27502.642578 Penalty: 554.924744
	Iteration 13F: 3 clusters Score -27502.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (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: -6124.507324 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -6124.507 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 101 members 
Entering Unmasked Estep 
Score: -5869.453125 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -5869.453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6017.138184 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -6017.138 nChanged 24
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: -6120.190430 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -6120.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6175.970703 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -6175.971 nChanged 11
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: -6212.552246 Penalty: 478.904785
	Iteration 4F: 3 clusters Score -6212.552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6258.795898 Penalty: 478.904785
	Iteration 5F: 3 clusters Score -6258.796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6321.539551 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -6321.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6356.405273 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -6356.405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6364.770020 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -6364.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6373.227051 Penalty: 478.904785
	Iteration 9Q: 3 clusters Score -6373.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6376.021484 Penalty: 478.904785
	Iteration 10Q: 3 clusters Score -6376.021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6378.458496 Penalty: 478.904785
	Iteration 11F: 3 clusters Score -6378.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6392.980469 Penalty: 478.904785
	Iteration 12Q: 3 clusters Score -6392.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6474.399414 Penalty: 478.904785
	Iteration 13Q: 3 clusters Score -6474.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6474.399414 Penalty: 478.904785
	Iteration 14F: 3 clusters Score -6474.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 88 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 98 members 
Mstep: Class 106 contains 138 members 
Mstep: Class 107 contains 95 members 
Entering Unmasked Estep 
Score: -14086575.000000 Penalty: 60165.023438
Splitting cluster 105 changes total score from -14086408.000000 to -14086575.000000
So it's getting split into cluster 107.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36289 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94908 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 88 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 465 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086599.000000 Penalty: 60165.023438
Iteration 199Q: 108 clusters Score -1.40866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36286 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25815 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2142 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94899 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 87 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 460 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 105 members 
Mstep: Class 106 contains 136 members 
Mstep: Class 107 contains 96 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086635.000000 Penalty: 60165.023438
Iteration 200F: 108 clusters Score -1.408664e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36284 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25814 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94882 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 87 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 456 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 109 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 99 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086657.000000 Penalty: 60165.023438
Iteration 201Q: 108 clusters Score -1.408666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36284 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25813 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2190 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94855 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 83 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 454 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 112 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086689.000000 Penalty: 60165.023438
Iteration 202Q: 108 clusters Score -1.408669e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36282 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25811 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2215 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94834 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 81 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 452 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 115 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086717.000000 Penalty: 60165.023438
Iteration 203Q: 108 clusters Score -1.408672e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36280 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25809 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2245 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94808 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 448 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 119 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086730.000000 Penalty: 60165.023438
Iteration 204Q: 108 clusters Score -1.408673e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36277 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25807 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2268 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94790 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 446 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 121 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086737.000000 Penalty: 60165.023438
Iteration 205Q: 108 clusters Score -1.408674e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36270 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25801 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2301 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 1999 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94769 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 444 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 123 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086762.000000 Penalty: 60165.023438
Iteration 206Q: 108 clusters Score -1.408676e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36258 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25799 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2328 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2000 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94756 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 441 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 126 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086768.000000 Penalty: 60165.023438
Iteration 207Q: 108 clusters Score -1.408677e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36250 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25792 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2351 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 454 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94748 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 436 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 131 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086785.000000 Penalty: 60165.023438
Iteration 208Q: 108 clusters Score -1.408678e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36239 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25784 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2377 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94742 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 433 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 134 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086805.000000 Penalty: 60165.023438
Iteration 209Q: 108 clusters Score -1.40868e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36228 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25775 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2396 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94744 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 429 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 138 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086808.000000 Penalty: 60165.023438
Iteration 210Q: 108 clusters Score -1.408681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36220 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25769 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94733 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 428 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 139 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086812.000000 Penalty: 60165.023438
Iteration 211Q: 108 clusters Score -1.408681e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36219 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25756 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2449 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94720 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 426 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 141 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086815.000000 Penalty: 60165.023438
Iteration 212Q: 108 clusters Score -1.408682e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36222 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25744 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2480 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 171 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94698 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 80 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 423 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 144 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086832.000000 Penalty: 60165.023438
Iteration 213Q: 108 clusters Score -1.408683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36221 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25732 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2509 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94681 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 81 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 422 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 144 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086846.000000 Penalty: 60165.023438
Iteration 214Q: 108 clusters Score -1.408685e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36224 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25719 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2545 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94655 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 419 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 147 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086848.000000 Penalty: 60165.023438
Iteration 215Q: 108 clusters Score -1.408685e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36225 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25705 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2570 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94643 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 520 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 417 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 134 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086871.000000 Penalty: 60165.023438
Iteration 216Q: 108 clusters Score -1.408687e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36226 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25689 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2589 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94639 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 152 members 
Mstep: Class 106 contains 132 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086880.000000 Penalty: 60165.023438
Iteration 217Q: 108 clusters Score -1.408688e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36222 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25678 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2611 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94632 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086888.000000 Penalty: 60165.023438
Iteration 218Q: 108 clusters Score -1.408689e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36217 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25657 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2636 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2000 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94634 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086869.000000 Penalty: 60165.023438
Iteration 219Q: 108 clusters Score -1.408687e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36212 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25641 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2655 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2000 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94636 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086871.000000 Penalty: 60165.023438
Iteration 220F: 108 clusters Score -1.408687e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36208 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25622 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2673 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2000 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94640 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086862.000000 Penalty: 60165.023438
Iteration 221Q: 108 clusters Score -1.408686e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36203 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25600 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2689 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2000 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94651 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086852.000000 Penalty: 60165.023438
Iteration 222Q: 108 clusters Score -1.408685e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36202 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25579 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2705 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2000 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94656 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086868.000000 Penalty: 60165.023438
Iteration 223Q: 108 clusters Score -1.408687e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36199 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25564 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2727 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94650 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086877.000000 Penalty: 60165.023438
Iteration 224Q: 108 clusters Score -1.408688e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36199 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25539 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2751 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94650 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086871.000000 Penalty: 60165.023438
Iteration 225Q: 108 clusters Score -1.408687e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36196 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25513 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2777 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94654 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086871.000000 Penalty: 60165.023438
Iteration 226Q: 108 clusters Score -1.408687e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36196 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25483 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2791 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2003 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94670 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086873.000000 Penalty: 60165.023438
Iteration 227Q: 108 clusters Score -1.408687e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36192 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25461 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2810 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94679 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086890.000000 Penalty: 60165.023438
Iteration 228Q: 108 clusters Score -1.408689e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36183 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25442 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2827 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94692 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086876.000000 Penalty: 60165.023438
Iteration 229Q: 108 clusters Score -1.408688e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36168 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25434 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2842 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94700 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086873.000000 Penalty: 60165.023438
Iteration 230Q: 108 clusters Score -1.408687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36161 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25429 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2856 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2001 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94698 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086889.000000 Penalty: 60165.023438
Iteration 231Q: 108 clusters Score -1.408689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36159 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25427 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2862 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94695 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086876.000000 Penalty: 60165.023438
Iteration 232Q: 108 clusters Score -1.408688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36155 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25426 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2868 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94694 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086879.000000 Penalty: 60165.023438
Iteration 233Q: 108 clusters Score -1.408688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36153 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25425 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2876 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 172 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94689 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086891.000000 Penalty: 60165.023438
Iteration 234Q: 108 clusters Score -1.408689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36152 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25425 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2884 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94681 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086893.000000 Penalty: 60165.023438
Iteration 235Q: 108 clusters Score -1.408689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36151 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25424 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2891 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94676 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086894.000000 Penalty: 60165.023438
Iteration 236Q: 108 clusters Score -1.408689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36148 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25422 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94677 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086889.000000 Penalty: 60165.023438
Iteration 237Q: 108 clusters Score -1.408689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36145 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2895 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14086888.000000 Penalty: 60165.023438
Iteration 238Q: 108 clusters Score -1.408689e+07 nChanged 7
Entering ConstructFrom: 
Score: -14086888.000000 Penalty: 60165.023438
Entering ConstructFrom: 
Trying to split cluster 1 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -135204.875000 Penalty: 336.197052
	Iteration 0F: 2 clusters Score -135204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134031.062500 Penalty: 672.394104
	Iteration 0F: 3 clusters Score -134031.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134451.515625 Penalty: 672.394104
	Iteration 1F: 3 clusters Score -134451.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134552.093750 Penalty: 672.394104
	Iteration 2F: 3 clusters Score -134552.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134635.609375 Penalty: 672.394104
	Iteration 3F: 3 clusters Score -134635.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -134701.609375 Penalty: 672.394104
	Iteration 4F: 3 clusters Score -134701.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -134759.734375 Penalty: 672.394104
	Iteration 5Q: 3 clusters Score -134759.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -134800.093750 Penalty: 672.394104
	Iteration 6Q: 3 clusters Score -134800.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -134838.015625 Penalty: 672.394104
	Iteration 7Q: 3 clusters Score -134838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -134866.671875 Penalty: 672.394104
	Iteration 8Q: 3 clusters Score -134866.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -134886.218750 Penalty: 672.394104
	Iteration 9Q: 3 clusters Score -134886.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -134899.531250 Penalty: 672.394104
	Iteration 10Q: 3 clusters Score -134899.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -134908.406250 Penalty: 672.394104
	Iteration 11Q: 3 clusters Score -134908.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -134919.671875 Penalty: 672.394104
	Iteration 12Q: 3 clusters Score -134919.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -134933.156250 Penalty: 672.394104
	Iteration 13Q: 3 clusters Score -134933.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -134942.390625 Penalty: 672.394104
	Iteration 14Q: 3 clusters Score -134942.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -134952.218750 Penalty: 672.394104
	Iteration 15Q: 3 clusters Score -134952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -134956.250000 Penalty: 672.394104
	Iteration 16Q: 3 clusters Score -134956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -134961.328125 Penalty: 672.394104
	Iteration 17Q: 3 clusters Score -134961.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -134965.281250 Penalty: 672.394104
	Iteration 18Q: 3 clusters Score -134965.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -134969.000000 Penalty: 672.394104
	Iteration 19Q: 3 clusters Score -134969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -134972.750000 Penalty: 672.394104
	Iteration 20F: 3 clusters Score -134972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -134974.796875 Penalty: 672.394104
	Iteration 21Q: 3 clusters Score -134974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -134976.671875 Penalty: 672.394104
	Iteration 22Q: 3 clusters Score -134976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -134978.109375 Penalty: 672.394104
	Iteration 23Q: 3 clusters Score -134978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -134978.468750 Penalty: 672.394104
	Iteration 24Q: 3 clusters Score -134978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -134979.312500 Penalty: 672.394104
	Iteration 25Q: 3 clusters Score -134979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -134980.140625 Penalty: 672.394104
	Iteration 26Q: 3 clusters Score -134980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -134981.046875 Penalty: 672.394104
	Iteration 27Q: 3 clusters Score -134981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -134982.093750 Penalty: 672.394104
	Iteration 28Q: 3 clusters Score -134982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -134983.437500 Penalty: 672.394104
	Iteration 29Q: 3 clusters Score -134983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -134985.750000 Penalty: 672.394104
	Iteration 30Q: 3 clusters Score -134985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -134988.562500 Penalty: 672.394104
	Iteration 31Q: 3 clusters Score -134988.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -134992.890625 Penalty: 672.394104
	Iteration 32Q: 3 clusters Score -134992.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -134998.859375 Penalty: 672.394104
	Iteration 33Q: 3 clusters Score -134998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -135005.734375 Penalty: 672.394104
	Iteration 34Q: 3 clusters Score -135005.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -135011.843750 Penalty: 672.394104
	Iteration 35Q: 3 clusters Score -135011.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -135017.703125 Penalty: 672.394104
	Iteration 36Q: 3 clusters Score -135017.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -135021.046875 Penalty: 672.394104
	Iteration 37Q: 3 clusters Score -135021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -135023.578125 Penalty: 672.394104
	Iteration 38Q: 3 clusters Score -135023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -135025.765625 Penalty: 672.394104
	Iteration 39Q: 3 clusters Score -135025.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -135029.531250 Penalty: 672.394104
	Iteration 40F: 3 clusters Score -135029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -135032.625000 Penalty: 672.394104
	Iteration 41Q: 3 clusters Score -135032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -135034.453125 Penalty: 672.394104
	Iteration 42Q: 3 clusters Score -135034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -135036.156250 Penalty: 672.394104
	Iteration 43Q: 3 clusters Score -135036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -135038.671875 Penalty: 672.394104
	Iteration 44Q: 3 clusters Score -135038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -135040.046875 Penalty: 672.394104
	Iteration 45Q: 3 clusters Score -135040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135041.171875 Penalty: 672.394104
	Iteration 46Q: 3 clusters Score -135041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135041.171875 Penalty: 672.394104
	Iteration 47F: 3 clusters Score -135041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -35340.625000 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -35340.62 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 278 members 
Entering Unmasked Estep 
Score: -34797.042969 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -34797.04 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34921.121094 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -34921.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34974.453125 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -34974.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35024.699219 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -35024.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35055.199219 Penalty: 574.862000
	Iteration 4F: 3 clusters Score -35055.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35072.046875 Penalty: 574.862000
	Iteration 5Q: 3 clusters Score -35072.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35084.320312 Penalty: 574.862000
	Iteration 6Q: 3 clusters Score -35084.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35090.808594 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -35090.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35097.347656 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -35097.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35102.605469 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -35102.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35108.761719 Penalty: 574.862000
	Iteration 10Q: 3 clusters Score -35108.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35112.148438 Penalty: 574.862000
	Iteration 11Q: 3 clusters Score -35112.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35116.363281 Penalty: 574.862000
	Iteration 12Q: 3 clusters Score -35116.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35121.273438 Penalty: 574.862000
	Iteration 13Q: 3 clusters Score -35121.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35123.457031 Penalty: 574.862000
	Iteration 14Q: 3 clusters Score -35123.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35124.179688 Penalty: 574.862000
	Iteration 15Q: 3 clusters Score -35124.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35124.679688 Penalty: 574.862000
	Iteration 16Q: 3 clusters Score -35124.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35124.679688 Penalty: 574.862000
	Iteration 17F: 3 clusters Score -35124.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -146423.125000 Penalty: 354.776764
	Iteration 0F: 2 clusters Score -146423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -144682.234375 Penalty: 709.553528
	Iteration 0F: 3 clusters Score -144682.2 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -145248.046875 Penalty: 709.553528
	Iteration 1F: 3 clusters Score -145248 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -145313.031250 Penalty: 709.553528
	Iteration 2F: 3 clusters Score -145313 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -145351.578125 Penalty: 709.553528
	Iteration 3Q: 3 clusters Score -145351.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -145386.625000 Penalty: 709.553528
	Iteration 4Q: 3 clusters Score -145386.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -145412.890625 Penalty: 709.553528
	Iteration 5Q: 3 clusters Score -145412.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -145436.968750 Penalty: 709.553528
	Iteration 6Q: 3 clusters Score -145437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -145461.078125 Penalty: 709.553528
	Iteration 7Q: 3 clusters Score -145461.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -145489.156250 Penalty: 709.553528
	Iteration 8Q: 3 clusters Score -145489.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -145515.546875 Penalty: 709.553528
	Iteration 9Q: 3 clusters Score -145515.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -145564.687500 Penalty: 709.553528
	Iteration 10Q: 3 clusters Score -145564.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -145625.250000 Penalty: 709.553528
	Iteration 11Q: 3 clusters Score -145625.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -145699.828125 Penalty: 709.553528
	Iteration 12Q: 3 clusters Score -145699.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -145765.218750 Penalty: 709.553528
	Iteration 13Q: 3 clusters Score -145765.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -145826.687500 Penalty: 709.553528
	Iteration 14Q: 3 clusters Score -145826.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -145882.921875 Penalty: 709.553528
	Iteration 15Q: 3 clusters Score -145882.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -145923.406250 Penalty: 709.553528
	Iteration 16Q: 3 clusters Score -145923.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -145953.406250 Penalty: 709.553528
	Iteration 17Q: 3 clusters Score -145953.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -145970.843750 Penalty: 709.553528
	Iteration 18Q: 3 clusters Score -145970.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -145989.562500 Penalty: 709.553528
	Iteration 19Q: 3 clusters Score -145989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -146001.515625 Penalty: 709.553528
	Iteration 20F: 3 clusters Score -146001.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -146007.703125 Penalty: 709.553528
	Iteration 21Q: 3 clusters Score -146007.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -146017.031250 Penalty: 709.553528
	Iteration 22Q: 3 clusters Score -146017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -146026.046875 Penalty: 709.553528
	Iteration 23Q: 3 clusters Score -146026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -146031.890625 Penalty: 709.553528
	Iteration 24Q: 3 clusters Score -146031.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -146034.265625 Penalty: 709.553528
	Iteration 25Q: 3 clusters Score -146034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -146036.953125 Penalty: 709.553528
	Iteration 26Q: 3 clusters Score -146037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -146042.734375 Penalty: 709.553528
	Iteration 27Q: 3 clusters Score -146042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -146052.312500 Penalty: 709.553528
	Iteration 28Q: 3 clusters Score -146052.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -146059.500000 Penalty: 709.553528
	Iteration 29Q: 3 clusters Score -146059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -146061.937500 Penalty: 709.553528
	Iteration 30Q: 3 clusters Score -146061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -146063.046875 Penalty: 709.553528
	Iteration 31Q: 3 clusters Score -146063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -146063.765625 Penalty: 709.553528
	Iteration 32Q: 3 clusters Score -146063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -146064.734375 Penalty: 709.553528
	Iteration 33Q: 3 clusters Score -146064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -146066.000000 Penalty: 709.553528
	Iteration 34Q: 3 clusters Score -146066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -146066.609375 Penalty: 709.553528
	Iteration 35Q: 3 clusters Score -146066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -146066.609375 Penalty: 709.553528
	Iteration 36F: 3 clusters Score -146066.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -40339.750000 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -40339.75 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 296 members 
Entering Unmasked Estep 
Score: -39815.964844 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -39815.96 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40043.117188 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -40043.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40112.816406 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -40112.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40175.078125 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -40175.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40225.144531 Penalty: 580.591187
	Iteration 4F: 3 clusters Score -40225.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40284.777344 Penalty: 580.591187
	Iteration 5F: 3 clusters Score -40284.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40323.046875 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -40323.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40337.523438 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -40337.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40343.878906 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -40343.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40348.660156 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -40348.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40350.902344 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -40350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40351.085938 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -40351.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40351.085938 Penalty: 580.591187
	Iteration 12F: 3 clusters Score -40351.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 135 members 
Entering Unmasked Estep 
Score: -14086619.000000 Penalty: 60727.312500
Splitting cluster 4 changes total score from -14086888.000000 to -14086619.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8017.417480 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8017.417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7757.508301 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7757.508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7813.779297 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7813.779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7840.628906 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7840.629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7851.533203 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -7851.533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7864.176758 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -7864.177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7867.929688 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -7867.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7868.841797 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -7868.842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7873.546387 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -7873.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7875.522949 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -7875.523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7882.384277 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -7882.384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7888.819824 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -7888.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7892.427246 Penalty: 466.280701
	Iteration 11Q: 3 clusters Score -7892.427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7892.843262 Penalty: 466.280701
	Iteration 12Q: 3 clusters Score -7892.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7892.843262 Penalty: 466.280701
	Iteration 13F: 3 clusters Score -7892.843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -19329.011719 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -19329.01 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 162 members 
Entering Unmasked Estep 
Score: -18944.962891 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -18944.96 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19075.179688 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -19075.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19116.486328 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -19116.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19162.904297 Penalty: 524.346680
	Iteration 3F: 3 clusters Score -19162.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19231.169922 Penalty: 524.346680
	Iteration 4F: 3 clusters Score -19231.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19259.871094 Penalty: 524.346680
	Iteration 5F: 3 clusters Score -19259.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19271.187500 Penalty: 524.346680
	Iteration 6Q: 3 clusters Score -19271.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19279.248047 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -19279.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19286.550781 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -19286.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19292.462891 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -19292.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19310.658203 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -19310.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19330.947266 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -19330.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19354.593750 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -19354.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19374.607422 Penalty: 524.346680
	Iteration 13Q: 3 clusters Score -19374.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19383.482422 Penalty: 524.346680
	Iteration 14Q: 3 clusters Score -19383.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19388.427734 Penalty: 524.346680
	Iteration 15Q: 3 clusters Score -19388.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19395.398438 Penalty: 524.346680
	Iteration 16Q: 3 clusters Score -19395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19398.431641 Penalty: 524.346680
	Iteration 17Q: 3 clusters Score -19398.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19401.160156 Penalty: 524.346680
	Iteration 18Q: 3 clusters Score -19401.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19401.494141 Penalty: 524.346680
	Iteration 19Q: 3 clusters Score -19401.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19401.494141 Penalty: 524.346680
	Iteration 20F: 3 clusters Score -19401.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 178 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 140 members 
Entering Unmasked Estep 
Score: -14086657.000000 Penalty: 60727.312500
Splitting cluster 6 changes total score from -14086888.000000 to -14086657.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -19341.128906 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -19341.13 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 140 members 
Entering Unmasked Estep 
Score: -18994.822266 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -18994.82 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19115.751953 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -19115.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19171.923828 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -19171.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19205.753906 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -19205.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19222.031250 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -19222.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19244.640625 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -19244.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19271.066406 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -19271.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19285.992188 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -19285.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19299.078125 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -19299.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19305.736328 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -19305.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19307.431641 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -19307.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19310.695312 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -19310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19311.810547 Penalty: 519.044189
	Iteration 12Q: 3 clusters Score -19311.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19312.914062 Penalty: 519.044189
	Iteration 13Q: 3 clusters Score -19312.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19315.056641 Penalty: 519.044189
	Iteration 14Q: 3 clusters Score -19315.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19316.185547 Penalty: 519.044189
	Iteration 15Q: 3 clusters Score -19316.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19316.851562 Penalty: 519.044189
	Iteration 16Q: 3 clusters Score -19316.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19317.388672 Penalty: 519.044189
	Iteration 17Q: 3 clusters Score -19317.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19319.380859 Penalty: 519.044189
	Iteration 18Q: 3 clusters Score -19319.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19319.380859 Penalty: 519.044189
	Iteration 19F: 3 clusters Score -19319.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -29648.658203 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -29648.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29175.595703 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -29175.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29285.039062 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -29285.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29310.148438 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -29310.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29324.576172 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -29324.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29329.335938 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -29329.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29332.794922 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -29332.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29334.925781 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -29334.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29335.464844 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -29335.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29335.699219 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -29335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29336.138672 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -29336.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29336.138672 Penalty: 563.504944
	Iteration 10F: 3 clusters Score -29336.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -2505.214844 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -2505.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2364.201416 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -2364.201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2396.488281 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -2396.488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2400.756348 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -2400.756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2402.995117 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -2402.995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2406.844971 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -2406.845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2408.907715 Penalty: 399.894867
	Iteration 5Q: 3 clusters Score -2408.908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2415.753174 Penalty: 399.894867
	Iteration 6Q: 3 clusters Score -2415.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2418.900879 Penalty: 399.894867
	Iteration 7Q: 3 clusters Score -2418.901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2420.013184 Penalty: 399.894867
	Iteration 8Q: 3 clusters Score -2420.013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2432.644287 Penalty: 399.894867
	Iteration 9Q: 3 clusters Score -2432.644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2432.644287 Penalty: 399.894867
	Iteration 10F: 3 clusters Score -2432.644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -3743.080811 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -3743.081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3565.176758 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -3565.177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3593.114502 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -3593.115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3601.094727 Penalty: 406.397644
	Iteration 2F: 3 clusters Score -3601.095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3605.521729 Penalty: 406.397644
	Iteration 3Q: 3 clusters Score -3605.522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3608.581543 Penalty: 406.397644
	Iteration 4Q: 3 clusters Score -3608.582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3608.581543 Penalty: 406.397644
	Iteration 5F: 3 clusters Score -3608.582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -447115.218750 Penalty: 409.217896
	Iteration 0F: 2 clusters Score -447115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -441705.125000 Penalty: 818.435791
	Iteration 0F: 3 clusters Score -441705.1 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -443868.750000 Penalty: 818.435791
	Iteration 1F: 3 clusters Score -443868.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -444124.500000 Penalty: 818.435791
	Iteration 2F: 3 clusters Score -444124.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -444518.375000 Penalty: 818.435791
	Iteration 3F: 3 clusters Score -444518.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -445099.437500 Penalty: 818.435791
	Iteration 4F: 3 clusters Score -445099.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -445726.031250 Penalty: 818.435791
	Iteration 5F: 3 clusters Score -445726 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -446261.156250 Penalty: 818.435791
	Iteration 6F: 3 clusters Score -446261.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -446563.437500 Penalty: 818.435791
	Iteration 7Q: 3 clusters Score -446563.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -446708.937500 Penalty: 818.435791
	Iteration 8Q: 3 clusters Score -446708.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -446761.468750 Penalty: 818.435791
	Iteration 9Q: 3 clusters Score -446761.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -446788.656250 Penalty: 818.435791
	Iteration 10Q: 3 clusters Score -446788.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -446802.656250 Penalty: 818.435791
	Iteration 11Q: 3 clusters Score -446802.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -446812.937500 Penalty: 818.435791
	Iteration 12Q: 3 clusters Score -446812.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -446818.406250 Penalty: 818.435791
	Iteration 13Q: 3 clusters Score -446818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -446829.750000 Penalty: 818.435791
	Iteration 14Q: 3 clusters Score -446829.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -446835.500000 Penalty: 818.435791
	Iteration 15Q: 3 clusters Score -446835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -446842.937500 Penalty: 818.435791
	Iteration 16Q: 3 clusters Score -446842.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -446855.937500 Penalty: 818.435791
	Iteration 17Q: 3 clusters Score -446855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -446871.437500 Penalty: 818.435791
	Iteration 18Q: 3 clusters Score -446871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -446872.343750 Penalty: 818.435791
	Iteration 19Q: 3 clusters Score -446872.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -446874.000000 Penalty: 818.435791
	Iteration 20F: 3 clusters Score -446874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -446876.156250 Penalty: 818.435791
	Iteration 21Q: 3 clusters Score -446876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -446876.968750 Penalty: 818.435791
	Iteration 22Q: 3 clusters Score -446877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -446878.843750 Penalty: 818.435791
	Iteration 23Q: 3 clusters Score -446878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -446882.468750 Penalty: 818.435791
	Iteration 24Q: 3 clusters Score -446882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -446885.500000 Penalty: 818.435791
	Iteration 25Q: 3 clusters Score -446885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -446888.968750 Penalty: 818.435791
	Iteration 26Q: 3 clusters Score -446889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -446892.875000 Penalty: 818.435791
	Iteration 27Q: 3 clusters Score -446892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -446898.562500 Penalty: 818.435791
	Iteration 28Q: 3 clusters Score -446898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -446905.031250 Penalty: 818.435791
	Iteration 29Q: 3 clusters Score -446905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -446907.781250 Penalty: 818.435791
	Iteration 30Q: 3 clusters Score -446907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -446909.218750 Penalty: 818.435791
	Iteration 31Q: 3 clusters Score -446909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -446909.937500 Penalty: 818.435791
	Iteration 32Q: 3 clusters Score -446909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -446912.656250 Penalty: 818.435791
	Iteration 33Q: 3 clusters Score -446912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -446913.312500 Penalty: 818.435791
	Iteration 34Q: 3 clusters Score -446913.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -446913.312500 Penalty: 818.435791
	Iteration 35F: 3 clusters Score -446913.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Entering Unmasked Estep 
Score: -1387568.250000 Penalty: 441.518097
	Iteration 0F: 2 clusters Score -1387568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1378852.250000 Penalty: 883.036194
	Iteration 0F: 3 clusters Score -1378852 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1383283.375000 Penalty: 883.036194
	Iteration 1F: 3 clusters Score -1383283 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1383638.375000 Penalty: 883.036194
	Iteration 2F: 3 clusters Score -1383638 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1384109.375000 Penalty: 883.036194
	Iteration 3F: 3 clusters Score -1384109 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1384643.875000 Penalty: 883.036194
	Iteration 4F: 3 clusters Score -1384644 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1385251.000000 Penalty: 883.036194
	Iteration 5F: 3 clusters Score -1385251 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1385917.500000 Penalty: 883.036194
	Iteration 6F: 3 clusters Score -1385918 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1386456.875000 Penalty: 883.036194
	Iteration 7F: 3 clusters Score -1386457 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1386826.125000 Penalty: 883.036194
	Iteration 8Q: 3 clusters Score -1386826 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1387054.000000 Penalty: 883.036194
	Iteration 9Q: 3 clusters Score -1387054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1387136.750000 Penalty: 883.036194
	Iteration 10Q: 3 clusters Score -1387137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1387157.500000 Penalty: 883.036194
	Iteration 11Q: 3 clusters Score -1387158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1387170.625000 Penalty: 883.036194
	Iteration 12Q: 3 clusters Score -1387171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1387187.750000 Penalty: 883.036194
	Iteration 13Q: 3 clusters Score -1387188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1387188.875000 Penalty: 883.036194
	Iteration 14Q: 3 clusters Score -1387189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1387191.125000 Penalty: 883.036194
	Iteration 15Q: 3 clusters Score -1387191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1387191.125000 Penalty: 883.036194
	Iteration 16F: 3 clusters Score -1387191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -24347.890625 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -24347.89 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 171 members 
Entering Unmasked Estep 
Score: -23955.546875 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -23955.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24049.316406 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -24049.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24071.484375 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -24071.48 nChanged 12
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: -24079.361328 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -24079.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24089.433594 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -24089.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24093.765625 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -24093.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24096.085938 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -24096.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24096.382812 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -24096.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24096.541016 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -24096.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24096.541016 Penalty: 530.967773
	Iteration 9F: 3 clusters Score -24096.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1974.867310 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1974.867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -1883.807861 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1883.808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1887.923462 Penalty: 331.020325
	Iteration 1F: 3 clusters Score -1887.923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -91931.335938 Penalty: 332.842438
	Iteration 0F: 2 clusters Score -91931.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -90811.351562 Penalty: 665.684875
	Iteration 0F: 3 clusters Score -90811.35 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91162.945312 Penalty: 665.684875
	Iteration 1F: 3 clusters Score -91162.95 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91254.906250 Penalty: 665.684875
	Iteration 2F: 3 clusters Score -91254.91 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91312.617188 Penalty: 665.684875
	Iteration 3F: 3 clusters Score -91312.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91356.851562 Penalty: 665.684875
	Iteration 4Q: 3 clusters Score -91356.85 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91405.734375 Penalty: 665.684875
	Iteration 5Q: 3 clusters Score -91405.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -91458.390625 Penalty: 665.684875
	Iteration 6Q: 3 clusters Score -91458.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -91501.335938 Penalty: 665.684875
	Iteration 7Q: 3 clusters Score -91501.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -91535.742188 Penalty: 665.684875
	Iteration 8Q: 3 clusters Score -91535.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -91556.007812 Penalty: 665.684875
	Iteration 9Q: 3 clusters Score -91556.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -91577.554688 Penalty: 665.684875
	Iteration 10Q: 3 clusters Score -91577.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -91591.921875 Penalty: 665.684875
	Iteration 11Q: 3 clusters Score -91591.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -91603.421875 Penalty: 665.684875
	Iteration 12Q: 3 clusters Score -91603.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -91614.750000 Penalty: 665.684875
	Iteration 13Q: 3 clusters Score -91614.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -91623.835938 Penalty: 665.684875
	Iteration 14Q: 3 clusters Score -91623.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -91625.937500 Penalty: 665.684875
	Iteration 15Q: 3 clusters Score -91625.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -91627.351562 Penalty: 665.684875
	Iteration 16Q: 3 clusters Score -91627.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -91631.265625 Penalty: 665.684875
	Iteration 17Q: 3 clusters Score -91631.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -91634.250000 Penalty: 665.684875
	Iteration 18Q: 3 clusters Score -91634.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -91636.390625 Penalty: 665.684875
	Iteration 19Q: 3 clusters Score -91636.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -91636.390625 Penalty: 665.684875
	Iteration 20F: 3 clusters Score -91636.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -14189.661133 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -14189.66 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 125 members 
Entering Unmasked Estep 
Score: -13852.673828 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13852.67 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13934.964844 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13934.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13991.374023 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13991.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14046.262695 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -14046.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14088.285156 Penalty: 509.118713
	Iteration 4F: 3 clusters Score -14088.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14143.583984 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -14143.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14178.434570 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -14178.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14186.053711 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -14186.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14200.966797 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -14200.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14206.853516 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -14206.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14218.772461 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -14218.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14220.080078 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -14220.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14223.047852 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -14223.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14223.047852 Penalty: 509.118713
	Iteration 13F: 3 clusters Score -14223.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 185 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 84 members 
Entering Unmasked Estep 
Score: -14086628.000000 Penalty: 60727.312500
Splitting cluster 16 changes total score from -14086888.000000 to -14086628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -47733.980469 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -47733.98 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 447 members 
Entering Unmasked Estep 
Score: -46982.191406 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -46982.19 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -47238.050781 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -47238.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47328.519531 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -47328.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47400.355469 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -47400.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47451.144531 Penalty: 618.916748
	Iteration 4F: 3 clusters Score -47451.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -47489.023438 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -47489.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47522.085938 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -47522.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47548.613281 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -47548.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47564.425781 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -47564.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47578.753906 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -47578.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47594.554688 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -47594.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47604.308594 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -47604.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47612.378906 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -47612.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47613.273438 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -47613.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47614.953125 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -47614.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -47615.980469 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -47615.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47616.320312 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -47616.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47616.320312 Penalty: 618.916748
	Iteration 17F: 3 clusters Score -47616.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -134447.671875 Penalty: 353.275482
	Iteration 0F: 2 clusters Score -134447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -132758.625000 Penalty: 706.550964
	Iteration 0F: 3 clusters Score -132758.6 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -133411.156250 Penalty: 706.550964
	Iteration 1F: 3 clusters Score -133411.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -133533.234375 Penalty: 706.550964
	Iteration 2F: 3 clusters Score -133533.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -133630.546875 Penalty: 706.550964
	Iteration 3F: 3 clusters Score -133630.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -133704.375000 Penalty: 706.550964
	Iteration 4F: 3 clusters Score -133704.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -133777.562500 Penalty: 706.550964
	Iteration 5F: 3 clusters Score -133777.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -133834.578125 Penalty: 706.550964
	Iteration 6Q: 3 clusters Score -133834.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -133883.250000 Penalty: 706.550964
	Iteration 7Q: 3 clusters Score -133883.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -133939.062500 Penalty: 706.550964
	Iteration 8Q: 3 clusters Score -133939.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -133983.484375 Penalty: 706.550964
	Iteration 9Q: 3 clusters Score -133983.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -134026.906250 Penalty: 706.550964
	Iteration 10Q: 3 clusters Score -134026.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -134064.453125 Penalty: 706.550964
	Iteration 11Q: 3 clusters Score -134064.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -134101.781250 Penalty: 706.550964
	Iteration 12Q: 3 clusters Score -134101.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -134132.578125 Penalty: 706.550964
	Iteration 13Q: 3 clusters Score -134132.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -134163.890625 Penalty: 706.550964
	Iteration 14Q: 3 clusters Score -134163.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -134192.640625 Penalty: 706.550964
	Iteration 15Q: 3 clusters Score -134192.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -134221.578125 Penalty: 706.550964
	Iteration 16Q: 3 clusters Score -134221.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -134249.781250 Penalty: 706.550964
	Iteration 17Q: 3 clusters Score -134249.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -134284.281250 Penalty: 706.550964
	Iteration 18Q: 3 clusters Score -134284.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -134308.187500 Penalty: 706.550964
	Iteration 19Q: 3 clusters Score -134308.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -134317.281250 Penalty: 706.550964
	Iteration 20F: 3 clusters Score -134317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -134320.203125 Penalty: 706.550964
	Iteration 21Q: 3 clusters Score -134320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -134322.281250 Penalty: 706.550964
	Iteration 22Q: 3 clusters Score -134322.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -134324.500000 Penalty: 706.550964
	Iteration 23Q: 3 clusters Score -134324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -134325.781250 Penalty: 706.550964
	Iteration 24Q: 3 clusters Score -134325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -134327.125000 Penalty: 706.550964
	Iteration 25Q: 3 clusters Score -134327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -134329.015625 Penalty: 706.550964
	Iteration 26Q: 3 clusters Score -134329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -134330.796875 Penalty: 706.550964
	Iteration 27Q: 3 clusters Score -134330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -134332.750000 Penalty: 706.550964
	Iteration 28Q: 3 clusters Score -134332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -134334.671875 Penalty: 706.550964
	Iteration 29Q: 3 clusters Score -134334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -134337.312500 Penalty: 706.550964
	Iteration 30Q: 3 clusters Score -134337.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -134345.234375 Penalty: 706.550964
	Iteration 31Q: 3 clusters Score -134345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -134351.531250 Penalty: 706.550964
	Iteration 32Q: 3 clusters Score -134351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -134357.296875 Penalty: 706.550964
	Iteration 33Q: 3 clusters Score -134357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -134364.781250 Penalty: 706.550964
	Iteration 34Q: 3 clusters Score -134364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -134367.656250 Penalty: 706.550964
	Iteration 35Q: 3 clusters Score -134367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -134368.781250 Penalty: 706.550964
	Iteration 36Q: 3 clusters Score -134368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -134369.296875 Penalty: 706.550964
	Iteration 37Q: 3 clusters Score -134369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -134369.250000 Penalty: 706.550964
	Iteration 38Q: 3 clusters Score -134369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -134369.250000 Penalty: 706.550964
	Iteration 39F: 3 clusters Score -134369.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -10868.871094 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10868.87 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: -10609.350586 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10609.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10688.038086 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10688.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10704.911133 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10704.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10710.715820 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10710.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10711.872070 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10711.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10712.119141 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10712.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10712.646484 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10712.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10717.771484 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -10717.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10718.860352 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -10718.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10719.178711 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -10719.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10719.178711 Penalty: 476.030884
	Iteration 10F: 3 clusters Score -10719.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -25504.824219 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -25504.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25056.519531 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -25056.52 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25231.457031 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -25231.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25294.039062 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -25294.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25334.107422 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -25334.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25389.621094 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -25389.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25427.437500 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -25427.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25456.373047 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -25456.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25469.867188 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -25469.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25472.738281 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -25472.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25475.607422 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -25475.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25478.148438 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -25478.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25478.392578 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -25478.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25478.392578 Penalty: 557.146851
	Iteration 12F: 3 clusters Score -25478.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -23599.167969 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -23599.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23112.445312 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -23112.45 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23254.140625 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -23254.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23279.435547 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -23279.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23289.072266 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -23289.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23294.082031 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -23294.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23301.396484 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -23301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23317.230469 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -23317.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23326.626953 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -23326.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23329.435547 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -23329.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23329.931641 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -23329.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23330.853516 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -23330.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23332.097656 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -23332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23334.062500 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -23334.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23336.005859 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -23336.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23337.423828 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -23337.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23338.289062 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -23338.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23339.138672 Penalty: 569.098450
	Iteration 16Q: 3 clusters Score -23339.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23339.455078 Penalty: 569.098450
	Iteration 17Q: 3 clusters Score -23339.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23339.802734 Penalty: 569.098450
	Iteration 18Q: 3 clusters Score -23339.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23339.802734 Penalty: 569.098450
	Iteration 19F: 3 clusters Score -23339.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Entering Unmasked Estep 
Score: -2284795.250000 Penalty: 477.532074
	Iteration 0F: 2 clusters Score -2284795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2260561.000000 Penalty: 955.064148
	Iteration 0F: 3 clusters Score -2260561 nChanged 17405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2271005.250000 Penalty: 955.064148
	Iteration 1F: 3 clusters Score -2271005 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2271755.750000 Penalty: 955.064148
	Iteration 2Q: 3 clusters Score -2271756 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2272813.500000 Penalty: 955.064148
	Iteration 3F: 3 clusters Score -2272814 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2274258.250000 Penalty: 955.064148
	Iteration 4F: 3 clusters Score -2274258 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2276056.250000 Penalty: 955.064148
	Iteration 5F: 3 clusters Score -2276056 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2278141.500000 Penalty: 955.064148
	Iteration 6F: 3 clusters Score -2278142 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2280212.250000 Penalty: 955.064148
	Iteration 7F: 3 clusters Score -2280212 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2281899.250000 Penalty: 955.064148
	Iteration 8Q: 3 clusters Score -2281899 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2283033.250000 Penalty: 955.064148
	Iteration 9Q: 3 clusters Score -2283033 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2283654.000000 Penalty: 955.064148
	Iteration 10Q: 3 clusters Score -2283654 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2283956.250000 Penalty: 955.064148
	Iteration 11Q: 3 clusters Score -2283956 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2284155.500000 Penalty: 955.064148
	Iteration 12Q: 3 clusters Score -2284156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2284253.000000 Penalty: 955.064148
	Iteration 13Q: 3 clusters Score -2284253 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2284303.250000 Penalty: 955.064148
	Iteration 14Q: 3 clusters Score -2284303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2284332.500000 Penalty: 955.064148
	Iteration 15Q: 3 clusters Score -2284332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2284351.500000 Penalty: 955.064148
	Iteration 16Q: 3 clusters Score -2284352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2284365.250000 Penalty: 955.064148
	Iteration 17Q: 3 clusters Score -2284365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2284376.250000 Penalty: 955.064148
	Iteration 18Q: 3 clusters Score -2284376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2284378.750000 Penalty: 955.064148
	Iteration 19Q: 3 clusters Score -2284379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2284381.250000 Penalty: 955.064148
	Iteration 20F: 3 clusters Score -2284381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2284385.500000 Penalty: 955.064148
	Iteration 21Q: 3 clusters Score -2284386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2284387.000000 Penalty: 955.064148
	Iteration 22Q: 3 clusters Score -2284387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2284388.250000 Penalty: 955.064148
	Iteration 23Q: 3 clusters Score -2284388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2284387.500000 Penalty: 955.064148
	Iteration 24Q: 3 clusters Score -2284388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2284387.500000 Penalty: 955.064148
	Iteration 25F: 3 clusters Score -2284388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -24734.820312 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -24734.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24323.628906 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -24323.63 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24463.074219 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -24463.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24533.123047 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -24533.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24575.800781 Penalty: 537.882507
	Iteration 3F: 3 clusters Score -24575.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24601.353516 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -24601.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24615.105469 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -24615.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24622.972656 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -24622.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24628.708984 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -24628.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24631.773438 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -24631.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24633.378906 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -24633.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24637.751953 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -24637.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24641.597656 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -24641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24649.669922 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -24649.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24656.410156 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -24656.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24657.740234 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -24657.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24662.939453 Penalty: 537.882507
	Iteration 15Q: 3 clusters Score -24662.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24664.900391 Penalty: 537.882507
	Iteration 16Q: 3 clusters Score -24664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24665.757812 Penalty: 537.882507
	Iteration 17Q: 3 clusters Score -24665.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24666.322266 Penalty: 537.882507
	Iteration 18Q: 3 clusters Score -24666.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24666.322266 Penalty: 537.882507
	Iteration 19F: 3 clusters Score -24666.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -45486.527344 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -45486.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -44801.375000 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -44801.38 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45028.773438 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -45028.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -45091.675781 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -45091.68 nChanged 52
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: -45135.105469 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -45135.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45173.902344 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -45173.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45207.683594 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -45207.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45232.527344 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -45232.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45254.796875 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -45254.8 nChanged 20
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: -45276.480469 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -45276.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45284.105469 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -45284.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45293.257812 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -45293.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45299.281250 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -45299.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45301.691406 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -45301.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45301.863281 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -45301.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45301.863281 Penalty: 610.213135
	Iteration 14F: 3 clusters Score -45301.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -32569.257812 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -32569.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32105.876953 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -32105.88 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32209.648438 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -32209.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32244.822266 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -32244.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32272.457031 Penalty: 558.336426
	Iteration 3Q: 3 clusters Score -32272.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32305.527344 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -32305.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32318.576172 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -32318.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32337.787109 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -32337.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32354.945312 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -32354.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32366.517578 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -32366.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32372.560547 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -32372.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32377.011719 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -32377.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32380.091797 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -32380.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32381.435547 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -32381.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32382.083984 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -32382.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32382.394531 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -32382.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32382.394531 Penalty: 558.336426
	Iteration 15F: 3 clusters Score -32382.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -31279.927734 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -31279.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30817.212891 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -30817.21 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31026.162109 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -31026.16 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31099.873047 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -31099.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31148.994141 Penalty: 566.973816
	Iteration 3F: 3 clusters Score -31148.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -31183.261719 Penalty: 566.973816
	Iteration 4F: 3 clusters Score -31183.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -31203.683594 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -31203.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31223.248047 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -31223.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -31236.316406 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -31236.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -31243.675781 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -31243.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -31246.216797 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -31246.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -31246.216797 Penalty: 566.973816
	Iteration 10F: 3 clusters Score -31246.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -112940.875000 Penalty: 341.699677
	Iteration 0F: 2 clusters Score -112940.9 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 894 members 
Entering Unmasked Estep 
Score: -111610.484375 Penalty: 683.399353
	Iteration 0F: 3 clusters Score -111610.5 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -112052.117188 Penalty: 683.399353
	Iteration 1F: 3 clusters Score -112052.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112109.382812 Penalty: 683.399353
	Iteration 2F: 3 clusters Score -112109.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -112147.976562 Penalty: 683.399353
	Iteration 3Q: 3 clusters Score -112148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -112183.851562 Penalty: 683.399353
	Iteration 4Q: 3 clusters Score -112183.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112219.289062 Penalty: 683.399353
	Iteration 5Q: 3 clusters Score -112219.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112264.562500 Penalty: 683.399353
	Iteration 6Q: 3 clusters Score -112264.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112328.734375 Penalty: 683.399353
	Iteration 7Q: 3 clusters Score -112328.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -112390.562500 Penalty: 683.399353
	Iteration 8Q: 3 clusters Score -112390.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -112461.992188 Penalty: 683.399353
	Iteration 9Q: 3 clusters Score -112462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -112524.679688 Penalty: 683.399353
	Iteration 10Q: 3 clusters Score -112524.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -112583.609375 Penalty: 683.399353
	Iteration 11Q: 3 clusters Score -112583.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -112620.789062 Penalty: 683.399353
	Iteration 12Q: 3 clusters Score -112620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -112626.421875 Penalty: 683.399353
	Iteration 13Q: 3 clusters Score -112626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -112627.984375 Penalty: 683.399353
	Iteration 14Q: 3 clusters Score -112628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -112627.984375 Penalty: 683.399353
	Iteration 15F: 3 clusters Score -112628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -7124.123047 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -7124.123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6865.940430 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -6865.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6940.352539 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -6940.353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6960.726074 Penalty: 452.253021
	Iteration 2F: 3 clusters Score -6960.726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6969.822754 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -6969.823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6971.501465 Penalty: 452.253021
	Iteration 4Q: 3 clusters Score -6971.501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6972.975098 Penalty: 452.253021
	Iteration 5Q: 3 clusters Score -6972.975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6974.279297 Penalty: 452.253021
	Iteration 6Q: 3 clusters Score -6974.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6976.572266 Penalty: 452.253021
	Iteration 7Q: 3 clusters Score -6976.572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6980.009766 Penalty: 452.253021
	Iteration 8Q: 3 clusters Score -6980.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6980.009766 Penalty: 452.253021
	Iteration 9F: 3 clusters Score -6980.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -32057.566406 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -32057.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31541.888672 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -31541.89 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31669.287109 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -31669.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31700.207031 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -31700.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31735.693359 Penalty: 577.293152
	Iteration 3F: 3 clusters Score -31735.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31767.650391 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -31767.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31794.822266 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -31794.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31805.074219 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -31805.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31810.703125 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -31810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31813.730469 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -31813.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31815.792969 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -31815.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31823.865234 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -31823.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31826.984375 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -31826.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31829.394531 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -31829.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31830.210938 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -31830.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31831.083984 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -31831.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31831.472656 Penalty: 577.293152
	Iteration 15Q: 3 clusters Score -31831.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31831.472656 Penalty: 577.293152
	Iteration 16F: 3 clusters Score -31831.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -35770.785156 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -35770.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35299.035156 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -35299.04 nChanged 168
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: -35452.703125 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -35452.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35500.386719 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -35500.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35523.105469 Penalty: 560.861633
	Iteration 3Q: 3 clusters Score -35523.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35548.199219 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -35548.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35567.460938 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -35567.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35595.285156 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -35595.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35617.070312 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -35617.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35629.250000 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -35629.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35637.718750 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -35637.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35639.988281 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -35639.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35640.996094 Penalty: 560.861633
	Iteration 11Q: 3 clusters Score -35641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35642.652344 Penalty: 560.861633
	Iteration 12Q: 3 clusters Score -35642.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35643.898438 Penalty: 560.861633
	Iteration 13Q: 3 clusters Score -35643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35643.898438 Penalty: 560.861633
	Iteration 14F: 3 clusters Score -35643.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -96024.796875 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -96024.8 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 787 members 
Entering Unmasked Estep 
Score: -94843.031250 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -94843.03 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -95223.632812 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -95223.63 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -95280.507812 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -95280.51 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -95315.781250 Penalty: 670.058411
	Iteration 3Q: 3 clusters Score -95315.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -95343.945312 Penalty: 670.058411
	Iteration 4Q: 3 clusters Score -95343.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -95361.390625 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -95361.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -95379.328125 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -95379.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -95403.289062 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -95403.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -95423.937500 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -95423.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -95444.265625 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -95444.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -95463.781250 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -95463.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -95481.117188 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -95481.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -95497.000000 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -95497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -95525.484375 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -95525.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -95539.773438 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -95539.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -95546.562500 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -95546.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -95553.023438 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -95553.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -95561.210938 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -95561.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -95564.656250 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -95564.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -95566.640625 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -95566.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -95568.710938 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -95568.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -95570.007812 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -95570.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -95571.695312 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -95571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -95574.460938 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -95574.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -95576.921875 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -95576.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -95579.117188 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -95579.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -95584.585938 Penalty: 670.058411
	Iteration 26Q: 3 clusters Score -95584.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -95589.273438 Penalty: 670.058411
	Iteration 27Q: 3 clusters Score -95589.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -95595.507812 Penalty: 670.058411
	Iteration 28Q: 3 clusters Score -95595.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -95600.382812 Penalty: 670.058411
	Iteration 29Q: 3 clusters Score -95600.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -95606.312500 Penalty: 670.058411
	Iteration 30Q: 3 clusters Score -95606.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -95612.664062 Penalty: 670.058411
	Iteration 31Q: 3 clusters Score -95612.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -95617.976562 Penalty: 670.058411
	Iteration 32Q: 3 clusters Score -95617.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -95627.070312 Penalty: 670.058411
	Iteration 33Q: 3 clusters Score -95627.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -95636.812500 Penalty: 670.058411
	Iteration 34Q: 3 clusters Score -95636.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -95649.429688 Penalty: 670.058411
	Iteration 35Q: 3 clusters Score -95649.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -95659.734375 Penalty: 670.058411
	Iteration 36Q: 3 clusters Score -95659.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -95665.078125 Penalty: 670.058411
	Iteration 37Q: 3 clusters Score -95665.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -95667.554688 Penalty: 670.058411
	Iteration 38Q: 3 clusters Score -95667.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -95669.890625 Penalty: 670.058411
	Iteration 39Q: 3 clusters Score -95669.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -95674.187500 Penalty: 670.058411
	Iteration 40F: 3 clusters Score -95674.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -95680.421875 Penalty: 670.058411
	Iteration 41Q: 3 clusters Score -95680.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -95687.593750 Penalty: 670.058411
	Iteration 42Q: 3 clusters Score -95687.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -95696.671875 Penalty: 670.058411
	Iteration 43Q: 3 clusters Score -95696.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -95702.539062 Penalty: 670.058411
	Iteration 44Q: 3 clusters Score -95702.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -95708.031250 Penalty: 670.058411
	Iteration 45Q: 3 clusters Score -95708.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -95717.335938 Penalty: 670.058411
	Iteration 46Q: 3 clusters Score -95717.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -95729.890625 Penalty: 670.058411
	Iteration 47Q: 3 clusters Score -95729.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -95734.078125 Penalty: 670.058411
	Iteration 48Q: 3 clusters Score -95734.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -95736.039062 Penalty: 670.058411
	Iteration 49Q: 3 clusters Score -95736.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -95738.851562 Penalty: 670.058411
	Iteration 50Q: 3 clusters Score -95738.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -95742.070312 Penalty: 670.058411
	Iteration 51Q: 3 clusters Score -95742.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -95745.453125 Penalty: 670.058411
	Iteration 52Q: 3 clusters Score -95745.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -95746.500000 Penalty: 670.058411
	Iteration 53Q: 3 clusters Score -95746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -95746.500000 Penalty: 670.058411
	Iteration 54F: 3 clusters Score -95746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -4250.821777 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -4250.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4059.732666 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -4059.733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4081.720459 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -4081.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4088.925293 Penalty: 405.345581
	Iteration 2Q: 3 clusters Score -4088.925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4092.591797 Penalty: 405.345581
	Iteration 3Q: 3 clusters Score -4092.592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4092.591797 Penalty: 405.345581
	Iteration 4F: 3 clusters Score -4092.592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -7704.678223 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -7704.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7466.062012 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -7466.062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7509.963379 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -7509.963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7529.156250 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -7529.156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7551.797852 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -7551.798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7553.328125 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -7553.328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7553.720215 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -7553.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7556.632812 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -7556.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7556.632812 Penalty: 445.021759
	Iteration 7F: 3 clusters Score -7556.633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (25420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Entering Unmasked Estep 
Score: -1524488.750000 Penalty: 461.519775
	Iteration 0F: 2 clusters Score -1524489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1507525.375000 Penalty: 923.039551
	Iteration 0F: 3 clusters Score -1507525 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1514725.500000 Penalty: 923.039551
	Iteration 1F: 3 clusters Score -1514726 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1515151.000000 Penalty: 923.039551
	Iteration 2Q: 3 clusters Score -1515151 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1515697.625000 Penalty: 923.039551
	Iteration 3F: 3 clusters Score -1515698 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1516373.750000 Penalty: 923.039551
	Iteration 4F: 3 clusters Score -1516374 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1517214.375000 Penalty: 923.039551
	Iteration 5F: 3 clusters Score -1517214 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1518092.250000 Penalty: 923.039551
	Iteration 6F: 3 clusters Score -1518092 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1518955.250000 Penalty: 923.039551
	Iteration 7F: 3 clusters Score -1518955 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1519733.750000 Penalty: 923.039551
	Iteration 8F: 3 clusters Score -1519734 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1520436.500000 Penalty: 923.039551
	Iteration 9Q: 3 clusters Score -1520436 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1521083.125000 Penalty: 923.039551
	Iteration 10Q: 3 clusters Score -1521083 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -1521758.625000 Penalty: 923.039551
	Iteration 11Q: 3 clusters Score -1521759 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -1522356.875000 Penalty: 923.039551
	Iteration 12Q: 3 clusters Score -1522357 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -1522893.250000 Penalty: 923.039551
	Iteration 13Q: 3 clusters Score -1522893 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -1523313.500000 Penalty: 923.039551
	Iteration 14Q: 3 clusters Score -1523314 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -1523630.625000 Penalty: 923.039551
	Iteration 15Q: 3 clusters Score -1523631 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -1523848.625000 Penalty: 923.039551
	Iteration 16Q: 3 clusters Score -1523849 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -1523972.250000 Penalty: 923.039551
	Iteration 17Q: 3 clusters Score -1523972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -1524029.875000 Penalty: 923.039551
	Iteration 18Q: 3 clusters Score -1524030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -1524070.625000 Penalty: 923.039551
	Iteration 19Q: 3 clusters Score -1524071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -1524093.875000 Penalty: 923.039551
	Iteration 20F: 3 clusters Score -1524094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -1524117.375000 Penalty: 923.039551
	Iteration 21Q: 3 clusters Score -1524117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -1524131.875000 Penalty: 923.039551
	Iteration 22Q: 3 clusters Score -1524132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -1524133.875000 Penalty: 923.039551
	Iteration 23Q: 3 clusters Score -1524134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -1524146.000000 Penalty: 923.039551
	Iteration 24Q: 3 clusters Score -1524146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -1524156.875000 Penalty: 923.039551
	Iteration 25Q: 3 clusters Score -1524157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -1524159.375000 Penalty: 923.039551
	Iteration 26Q: 3 clusters Score -1524159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -1524164.250000 Penalty: 923.039551
	Iteration 27Q: 3 clusters Score -1524164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -1524164.375000 Penalty: 923.039551
	Iteration 28Q: 3 clusters Score -1524164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -1524170.750000 Penalty: 923.039551
	Iteration 29Q: 3 clusters Score -1524171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -1524170.125000 Penalty: 923.039551
	Iteration 30Q: 3 clusters Score -1524170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -1524170.125000 Penalty: 923.039551
	Iteration 31F: 3 clusters Score -1524170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16364.975586 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16364.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16018.567383 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16018.57 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16099.002930 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16129.102539 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16129.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16146.771484 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16146.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16154.485352 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16154.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16158.302734 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16160.681641 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16160.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16163.379883 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16163.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16167.354492 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16167.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16168.433594 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16168.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16169.798828 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16170.758789 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16170.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16173.299805 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16176.115234 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16176.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16176.811523 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -16176.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16176.811523 Penalty: 520.249512
	Iteration 15F: 3 clusters Score -16176.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -48197.593750 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -48197.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -47464.273438 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -47464.27 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -47737.132812 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -47737.13 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47807.320312 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -47807.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47840.601562 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -47840.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47860.257812 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -47860.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -47875.757812 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -47875.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47885.542969 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -47885.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47897.289062 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -47897.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -47908.312500 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -47908.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47921.089844 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -47921.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47931.402344 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -47931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -47937.015625 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -47937.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -47940.117188 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -47940.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -47940.945312 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -47940.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47941.984375 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -47941.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47944.726562 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -47944.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47944.945312 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -47944.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47944.945312 Penalty: 615.828247
	Iteration 17F: 3 clusters Score -47944.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -16055.568359 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -16055.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15604.565430 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -15604.57 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15701.727539 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -15701.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15767.102539 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -15767.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15848.034180 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -15848.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15881.394531 Penalty: 553.273926
	Iteration 4F: 3 clusters Score -15881.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15906.749023 Penalty: 553.273926
	Iteration 5F: 3 clusters Score -15906.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15925.304688 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -15925.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15947.802734 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -15947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15963.995117 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -15964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15972.625000 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -15972.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15976.359375 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -15976.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15981.837891 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -15981.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15989.004883 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -15989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16002.822266 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -16002.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16021.732422 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -16021.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16044.514648 Penalty: 553.273926
	Iteration 15Q: 3 clusters Score -16044.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16057.309570 Penalty: 553.273926
	Iteration 16Q: 3 clusters Score -16057.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16062.858398 Penalty: 553.273926
	Iteration 17Q: 3 clusters Score -16062.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16062.858398 Penalty: 553.273926
	Iteration 18F: 3 clusters Score -16062.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 323 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 114 members 
Entering Unmasked Estep 
Score: -14086617.000000 Penalty: 60727.312500
Splitting cluster 37 changes total score from -14086888.000000 to -14086617.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -192058.781250 Penalty: 362.700104
	Iteration 0F: 2 clusters Score -192058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -190008.359375 Penalty: 725.400208
	Iteration 0F: 3 clusters Score -190008.4 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -190687.437500 Penalty: 725.400208
	Iteration 1F: 3 clusters Score -190687.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -190767.468750 Penalty: 725.400208
	Iteration 2F: 3 clusters Score -190767.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -190834.625000 Penalty: 725.400208
	Iteration 3F: 3 clusters Score -190834.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -190901.625000 Penalty: 725.400208
	Iteration 4Q: 3 clusters Score -190901.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -190960.078125 Penalty: 725.400208
	Iteration 5Q: 3 clusters Score -190960.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -191022.953125 Penalty: 725.400208
	Iteration 6Q: 3 clusters Score -191023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -191099.328125 Penalty: 725.400208
	Iteration 7Q: 3 clusters Score -191099.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -191185.218750 Penalty: 725.400208
	Iteration 8Q: 3 clusters Score -191185.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -191294.281250 Penalty: 725.400208
	Iteration 9Q: 3 clusters Score -191294.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -191405.375000 Penalty: 725.400208
	Iteration 10Q: 3 clusters Score -191405.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -191482.640625 Penalty: 725.400208
	Iteration 11Q: 3 clusters Score -191482.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -191530.421875 Penalty: 725.400208
	Iteration 12Q: 3 clusters Score -191530.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -191553.468750 Penalty: 725.400208
	Iteration 13Q: 3 clusters Score -191553.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -191572.687500 Penalty: 725.400208
	Iteration 14Q: 3 clusters Score -191572.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -191587.718750 Penalty: 725.400208
	Iteration 15Q: 3 clusters Score -191587.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -191598.156250 Penalty: 725.400208
	Iteration 16Q: 3 clusters Score -191598.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -191609.593750 Penalty: 725.400208
	Iteration 17Q: 3 clusters Score -191609.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -191626.812500 Penalty: 725.400208
	Iteration 18Q: 3 clusters Score -191626.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -191652.000000 Penalty: 725.400208
	Iteration 19Q: 3 clusters Score -191652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -191671.062500 Penalty: 725.400208
	Iteration 20F: 3 clusters Score -191671.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -191681.875000 Penalty: 725.400208
	Iteration 21Q: 3 clusters Score -191681.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -191688.828125 Penalty: 725.400208
	Iteration 22Q: 3 clusters Score -191688.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -191693.828125 Penalty: 725.400208
	Iteration 23Q: 3 clusters Score -191693.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -191699.343750 Penalty: 725.400208
	Iteration 24Q: 3 clusters Score -191699.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -191708.828125 Penalty: 725.400208
	Iteration 25Q: 3 clusters Score -191708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -191716.765625 Penalty: 725.400208
	Iteration 26Q: 3 clusters Score -191716.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -191720.625000 Penalty: 725.400208
	Iteration 27Q: 3 clusters Score -191720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -191727.156250 Penalty: 725.400208
	Iteration 28Q: 3 clusters Score -191727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -191731.156250 Penalty: 725.400208
	Iteration 29Q: 3 clusters Score -191731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -191735.203125 Penalty: 725.400208
	Iteration 30Q: 3 clusters Score -191735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -191739.640625 Penalty: 725.400208
	Iteration 31Q: 3 clusters Score -191739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -191742.906250 Penalty: 725.400208
	Iteration 32Q: 3 clusters Score -191742.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -191745.953125 Penalty: 725.400208
	Iteration 33Q: 3 clusters Score -191746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -191747.171875 Penalty: 725.400208
	Iteration 34Q: 3 clusters Score -191747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -191747.312500 Penalty: 725.400208
	Iteration 35Q: 3 clusters Score -191747.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -191747.734375 Penalty: 725.400208
	Iteration 36Q: 3 clusters Score -191747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -191748.421875 Penalty: 725.400208
	Iteration 37Q: 3 clusters Score -191748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -191748.421875 Penalty: 725.400208
	Iteration 38F: 3 clusters Score -191748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -173342.781250 Penalty: 349.615814
	Iteration 0F: 2 clusters Score -173342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -171791.656250 Penalty: 699.231628
	Iteration 0F: 3 clusters Score -171791.7 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -172299.437500 Penalty: 699.231628
	Iteration 1F: 3 clusters Score -172299.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -172378.406250 Penalty: 699.231628
	Iteration 2F: 3 clusters Score -172378.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -172453.843750 Penalty: 699.231628
	Iteration 3F: 3 clusters Score -172453.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -172532.906250 Penalty: 699.231628
	Iteration 4F: 3 clusters Score -172532.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -172633.625000 Penalty: 699.231628
	Iteration 5F: 3 clusters Score -172633.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -172724.781250 Penalty: 699.231628
	Iteration 6Q: 3 clusters Score -172724.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -172825.281250 Penalty: 699.231628
	Iteration 7F: 3 clusters Score -172825.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -172922.375000 Penalty: 699.231628
	Iteration 8Q: 3 clusters Score -172922.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -172977.437500 Penalty: 699.231628
	Iteration 9Q: 3 clusters Score -172977.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -173019.812500 Penalty: 699.231628
	Iteration 10Q: 3 clusters Score -173019.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -173055.687500 Penalty: 699.231628
	Iteration 11Q: 3 clusters Score -173055.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -173080.031250 Penalty: 699.231628
	Iteration 12Q: 3 clusters Score -173080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -173094.234375 Penalty: 699.231628
	Iteration 13Q: 3 clusters Score -173094.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -173105.390625 Penalty: 699.231628
	Iteration 14Q: 3 clusters Score -173105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -173113.843750 Penalty: 699.231628
	Iteration 15Q: 3 clusters Score -173113.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -173119.718750 Penalty: 699.231628
	Iteration 16Q: 3 clusters Score -173119.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -173127.140625 Penalty: 699.231628
	Iteration 17Q: 3 clusters Score -173127.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -173134.359375 Penalty: 699.231628
	Iteration 18Q: 3 clusters Score -173134.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -173138.484375 Penalty: 699.231628
	Iteration 19Q: 3 clusters Score -173138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -173142.000000 Penalty: 699.231628
	Iteration 20F: 3 clusters Score -173142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -173144.453125 Penalty: 699.231628
	Iteration 21Q: 3 clusters Score -173144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -173146.125000 Penalty: 699.231628
	Iteration 22Q: 3 clusters Score -173146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -173147.375000 Penalty: 699.231628
	Iteration 23Q: 3 clusters Score -173147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -173150.640625 Penalty: 699.231628
	Iteration 24Q: 3 clusters Score -173150.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -173154.015625 Penalty: 699.231628
	Iteration 25Q: 3 clusters Score -173154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -173156.265625 Penalty: 699.231628
	Iteration 26Q: 3 clusters Score -173156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -173158.375000 Penalty: 699.231628
	Iteration 27Q: 3 clusters Score -173158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -173158.750000 Penalty: 699.231628
	Iteration 28Q: 3 clusters Score -173158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -173159.468750 Penalty: 699.231628
	Iteration 29Q: 3 clusters Score -173159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -173160.046875 Penalty: 699.231628
	Iteration 30Q: 3 clusters Score -173160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -173160.968750 Penalty: 699.231628
	Iteration 31Q: 3 clusters Score -173161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -173163.000000 Penalty: 699.231628
	Iteration 32Q: 3 clusters Score -173163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -173166.812500 Penalty: 699.231628
	Iteration 33Q: 3 clusters Score -173166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -173171.625000 Penalty: 699.231628
	Iteration 34Q: 3 clusters Score -173171.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -173179.453125 Penalty: 699.231628
	Iteration 35Q: 3 clusters Score -173179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -173181.531250 Penalty: 699.231628
	Iteration 36Q: 3 clusters Score -173181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -173181.734375 Penalty: 699.231628
	Iteration 37Q: 3 clusters Score -173181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -173182.453125 Penalty: 699.231628
	Iteration 38Q: 3 clusters Score -173182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -173182.953125 Penalty: 699.231628
	Iteration 39Q: 3 clusters Score -173183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -173183.531250 Penalty: 699.231628
	Iteration 40F: 3 clusters Score -173183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -173184.296875 Penalty: 699.231628
	Iteration 41Q: 3 clusters Score -173184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -173184.406250 Penalty: 699.231628
	Iteration 42Q: 3 clusters Score -173184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -173184.562500 Penalty: 699.231628
	Iteration 43Q: 3 clusters Score -173184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -173185.312500 Penalty: 699.231628
	Iteration 44Q: 3 clusters Score -173185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -173186.234375 Penalty: 699.231628
	Iteration 45Q: 3 clusters Score -173186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -173186.906250 Penalty: 699.231628
	Iteration 46Q: 3 clusters Score -173186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -173187.375000 Penalty: 699.231628
	Iteration 47Q: 3 clusters Score -173187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -173187.843750 Penalty: 699.231628
	Iteration 48Q: 3 clusters Score -173187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -173188.421875 Penalty: 699.231628
	Iteration 49Q: 3 clusters Score -173188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -173189.015625 Penalty: 699.231628
	Iteration 50Q: 3 clusters Score -173189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -173190.296875 Penalty: 699.231628
	Iteration 51Q: 3 clusters Score -173190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -173191.625000 Penalty: 699.231628
	Iteration 52Q: 3 clusters Score -173191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -173194.812500 Penalty: 699.231628
	Iteration 53Q: 3 clusters Score -173194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -173200.312500 Penalty: 699.231628
	Iteration 54Q: 3 clusters Score -173200.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -173209.796875 Penalty: 699.231628
	Iteration 55Q: 3 clusters Score -173209.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -173221.125000 Penalty: 699.231628
	Iteration 56Q: 3 clusters Score -173221.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -173227.187500 Penalty: 699.231628
	Iteration 57Q: 3 clusters Score -173227.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -173232.531250 Penalty: 699.231628
	Iteration 58Q: 3 clusters Score -173232.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -173238.078125 Penalty: 699.231628
	Iteration 59Q: 3 clusters Score -173238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173243.671875 Penalty: 699.231628
	Iteration 60F: 3 clusters Score -173243.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -173246.015625 Penalty: 699.231628
	Iteration 61Q: 3 clusters Score -173246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -173249.484375 Penalty: 699.231628
	Iteration 62Q: 3 clusters Score -173249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -173251.265625 Penalty: 699.231628
	Iteration 63Q: 3 clusters Score -173251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -173251.656250 Penalty: 699.231628
	Iteration 64Q: 3 clusters Score -173251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -173252.531250 Penalty: 699.231628
	Iteration 65Q: 3 clusters Score -173252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -173253.000000 Penalty: 699.231628
	Iteration 66Q: 3 clusters Score -173253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -173253.046875 Penalty: 699.231628
	Iteration 67Q: 3 clusters Score -173253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -173253.250000 Penalty: 699.231628
	Iteration 68Q: 3 clusters Score -173253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -173253.875000 Penalty: 699.231628
	Iteration 69Q: 3 clusters Score -173253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -173254.531250 Penalty: 699.231628
	Iteration 70Q: 3 clusters Score -173254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -173255.234375 Penalty: 699.231628
	Iteration 71Q: 3 clusters Score -173255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173255.578125 Penalty: 699.231628
	Iteration 72Q: 3 clusters Score -173255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173255.484375 Penalty: 699.231628
	Iteration 73Q: 3 clusters Score -173255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173255.484375 Penalty: 699.231628
	Iteration 74F: 3 clusters Score -173255.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -29515.105469 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -29515.11 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 245 members 
Entering Unmasked Estep 
Score: -29013.880859 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -29013.88 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29202.107422 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -29202.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29255.566406 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -29255.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29287.195312 Penalty: 565.347168
	Iteration 3F: 3 clusters Score -29287.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29301.419922 Penalty: 565.347168
	Iteration 4Q: 3 clusters Score -29301.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29306.833984 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -29306.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29314.894531 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -29314.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29324.078125 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -29324.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29332.134766 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -29332.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29336.951172 Penalty: 565.347168
	Iteration 9Q: 3 clusters Score -29336.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29338.273438 Penalty: 565.347168
	Iteration 10Q: 3 clusters Score -29338.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29339.978516 Penalty: 565.347168
	Iteration 11Q: 3 clusters Score -29339.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29341.203125 Penalty: 565.347168
	Iteration 12Q: 3 clusters Score -29341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29343.005859 Penalty: 565.347168
	Iteration 13Q: 3 clusters Score -29343.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29345.828125 Penalty: 565.347168
	Iteration 14Q: 3 clusters Score -29345.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29347.570312 Penalty: 565.347168
	Iteration 15Q: 3 clusters Score -29347.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29348.185547 Penalty: 565.347168
	Iteration 16Q: 3 clusters Score -29348.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29348.722656 Penalty: 565.347168
	Iteration 17Q: 3 clusters Score -29348.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29348.722656 Penalty: 565.347168
	Iteration 18F: 3 clusters Score -29348.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -18359.710938 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -18359.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18010.892578 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -18010.89 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18086.523438 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -18086.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18123.027344 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -18123.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18172.693359 Penalty: 502.088196
	Iteration 3F: 3 clusters Score -18172.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18248.625000 Penalty: 502.088196
	Iteration 4F: 3 clusters Score -18248.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18285.392578 Penalty: 502.088196
	Iteration 5F: 3 clusters Score -18285.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18305.673828 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -18305.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18316.712891 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -18316.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18333.798828 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -18333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18339.482422 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -18339.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18340.671875 Penalty: 502.088196
	Iteration 10Q: 3 clusters Score -18340.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18341.978516 Penalty: 502.088196
	Iteration 11Q: 3 clusters Score -18341.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18341.978516 Penalty: 502.088196
	Iteration 12F: 3 clusters Score -18341.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -30971.808594 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -30971.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30520.052734 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -30520.05 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30648.263672 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -30648.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30687.808594 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -30687.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30713.244141 Penalty: 557.941589
	Iteration 3Q: 3 clusters Score -30713.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30732.759766 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -30732.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30753.640625 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -30753.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30765.021484 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -30765.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30772.185547 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -30772.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30774.009766 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -30774.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30775.798828 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -30775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30776.503906 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -30776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30776.503906 Penalty: 557.941589
	Iteration 11F: 3 clusters Score -30776.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5931.393555 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5931.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5751.712891 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -5751.713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5791.791992 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5791.792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5796.184570 Penalty: 416.298676
	Iteration 2Q: 3 clusters Score -5796.185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5802.740723 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -5802.741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5803.428223 Penalty: 416.298676
	Iteration 4Q: 3 clusters Score -5803.428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5803.428223 Penalty: 416.298676
	Iteration 5F: 3 clusters Score -5803.428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -6260.116699 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -6260.117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6093.977051 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -6093.977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6244.913086 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -6244.913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6265.806641 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -6265.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6272.123047 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -6272.123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6275.794922 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -6275.795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6312.993164 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -6312.993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6315.842285 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -6315.842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6321.895020 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -6321.895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6325.651855 Penalty: 453.508209
	Iteration 8Q: 3 clusters Score -6325.652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6327.769531 Penalty: 453.508209
	Iteration 9Q: 3 clusters Score -6327.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6327.769531 Penalty: 453.508209
	Iteration 10F: 3 clusters Score -6327.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 42 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 104 members 
Entering Unmasked Estep 
Score: -14086630.000000 Penalty: 60727.312500
Splitting cluster 44 changes total score from -14086888.000000 to -14086630.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -14413.185547 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -14413.19 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 135 members 
Entering Unmasked Estep 
Score: -14059.731445 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -14059.73 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14133.833984 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -14133.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14161.065430 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -14161.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14204.701172 Penalty: 514.695251
	Iteration 3F: 3 clusters Score -14204.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14225.295898 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -14225.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14229.315430 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -14229.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14229.617188 Penalty: 514.695251
	Iteration 6Q: 3 clusters Score -14229.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14229.617188 Penalty: 514.695251
	Iteration 7F: 3 clusters Score -14229.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -9504.118164 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -9504.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9251.778320 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -9251.778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9319.854492 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -9319.854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9331.639648 Penalty: 453.508209
	Iteration 2Q: 3 clusters Score -9331.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9335.029297 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -9335.029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9350.038086 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -9350.038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9350.989258 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -9350.989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9350.989258 Penalty: 453.508209
	Iteration 6F: 3 clusters Score -9350.989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -29144.935547 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -29144.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28695.505859 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -28695.51 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28841.496094 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -28841.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28863.927734 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -28863.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28881.181641 Penalty: 564.798401
	Iteration 3Q: 3 clusters Score -28881.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28900.257812 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -28900.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28910.623047 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -28910.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -28920.779297 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -28920.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28931.011719 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -28931.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28939.894531 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -28939.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28948.003906 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -28948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28958.113281 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -28958.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28960.212891 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -28960.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28961.332031 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -28961.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28964.853516 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -28964.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28969.847656 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -28969.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28979.464844 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -28979.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28991.691406 Penalty: 564.798401
	Iteration 16Q: 3 clusters Score -28991.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29007.337891 Penalty: 564.798401
	Iteration 17Q: 3 clusters Score -29007.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -29025.595703 Penalty: 564.798401
	Iteration 18Q: 3 clusters Score -29025.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -29035.308594 Penalty: 564.798401
	Iteration 19Q: 3 clusters Score -29035.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -29041.716797 Penalty: 564.798401
	Iteration 20F: 3 clusters Score -29041.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -29047.406250 Penalty: 564.798401
	Iteration 21Q: 3 clusters Score -29047.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -29048.949219 Penalty: 564.798401
	Iteration 22Q: 3 clusters Score -29048.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -29053.851562 Penalty: 564.798401
	Iteration 23Q: 3 clusters Score -29053.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -29061.908203 Penalty: 564.798401
	Iteration 24Q: 3 clusters Score -29061.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -29063.832031 Penalty: 564.798401
	Iteration 25Q: 3 clusters Score -29063.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -29065.255859 Penalty: 564.798401
	Iteration 26Q: 3 clusters Score -29065.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -29066.041016 Penalty: 564.798401
	Iteration 27Q: 3 clusters Score -29066.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -29067.349609 Penalty: 564.798401
	Iteration 28Q: 3 clusters Score -29067.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -29067.349609 Penalty: 564.798401
	Iteration 29F: 3 clusters Score -29067.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8226.267578 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8226.268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7982.500977 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7982.501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8034.331543 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -8034.332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8058.782715 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -8058.783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8064.910645 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -8064.911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8072.276855 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -8072.277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8076.527344 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -8076.527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8079.129395 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -8079.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8079.129395 Penalty: 454.746338
	Iteration 7F: 3 clusters Score -8079.129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -9462.275391 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -9462.275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9201.927734 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -9201.928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9266.850586 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -9266.851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9295.622070 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -9295.622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9308.583008 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -9308.583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9315.967773 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -9315.968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9317.882812 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -9317.883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9320.191406 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -9320.191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9320.538086 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -9320.538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9320.538086 Penalty: 468.949554
	Iteration 8F: 3 clusters Score -9320.538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2698.264160 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2698.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2534.064453 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2534.064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2555.467529 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2555.468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2572.115234 Penalty: 367.917664
	Iteration 2F: 3 clusters Score -2572.115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -26490.125000 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -26490.12 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 203 members 
Entering Unmasked Estep 
Score: -26061.669922 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -26061.67 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26190.394531 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -26190.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26238.593750 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -26238.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26288.728516 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -26288.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26390.835938 Penalty: 545.450500
	Iteration 4F: 3 clusters Score -26390.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26514.402344 Penalty: 545.450500
	Iteration 5F: 3 clusters Score -26514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26574.851562 Penalty: 545.450500
	Iteration 6F: 3 clusters Score -26574.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26594.824219 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -26594.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26596.214844 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -26596.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26596.214844 Penalty: 545.450500
	Iteration 9F: 3 clusters Score -26596.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 274 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 127 members 
Entering Unmasked Estep 
Score: -14086706.000000 Penalty: 60727.312500
Splitting cluster 51 changes total score from -14086888.000000 to -14086706.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -73036.570312 Penalty: 319.621521
	Iteration 0F: 2 clusters Score -73036.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -72159.968750 Penalty: 639.243042
	Iteration 0F: 3 clusters Score -72159.97 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72413.585938 Penalty: 639.243042
	Iteration 1F: 3 clusters Score -72413.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -72464.187500 Penalty: 639.243042
	Iteration 2F: 3 clusters Score -72464.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72502.257812 Penalty: 639.243042
	Iteration 3F: 3 clusters Score -72502.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72529.203125 Penalty: 639.243042
	Iteration 4Q: 3 clusters Score -72529.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72558.875000 Penalty: 639.243042
	Iteration 5Q: 3 clusters Score -72558.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72587.140625 Penalty: 639.243042
	Iteration 6Q: 3 clusters Score -72587.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72606.531250 Penalty: 639.243042
	Iteration 7Q: 3 clusters Score -72606.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72629.500000 Penalty: 639.243042
	Iteration 8Q: 3 clusters Score -72629.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72644.781250 Penalty: 639.243042
	Iteration 9Q: 3 clusters Score -72644.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72652.101562 Penalty: 639.243042
	Iteration 10Q: 3 clusters Score -72652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72662.921875 Penalty: 639.243042
	Iteration 11Q: 3 clusters Score -72662.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72678.773438 Penalty: 639.243042
	Iteration 12Q: 3 clusters Score -72678.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72694.468750 Penalty: 639.243042
	Iteration 13Q: 3 clusters Score -72694.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72706.195312 Penalty: 639.243042
	Iteration 14Q: 3 clusters Score -72706.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72713.882812 Penalty: 639.243042
	Iteration 15Q: 3 clusters Score -72713.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72720.671875 Penalty: 639.243042
	Iteration 16Q: 3 clusters Score -72720.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72727.460938 Penalty: 639.243042
	Iteration 17Q: 3 clusters Score -72727.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72730.242188 Penalty: 639.243042
	Iteration 18Q: 3 clusters Score -72730.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72731.421875 Penalty: 639.243042
	Iteration 19Q: 3 clusters Score -72731.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72733.093750 Penalty: 639.243042
	Iteration 20F: 3 clusters Score -72733.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72734.367188 Penalty: 639.243042
	Iteration 21Q: 3 clusters Score -72734.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72734.679688 Penalty: 639.243042
	Iteration 22Q: 3 clusters Score -72734.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72734.679688 Penalty: 639.243042
	Iteration 23F: 3 clusters Score -72734.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -13313.646484 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -13313.65 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 120 members 
Entering Unmasked Estep 
Score: -13032.529297 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -13032.53 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13171.729492 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -13171.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13212.429688 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -13212.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13225.889648 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -13225.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13226.864258 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -13226.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13228.145508 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -13228.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13228.145508 Penalty: 487.449371
	Iteration 6F: 3 clusters Score -13228.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -27192.886719 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -27192.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26790.175781 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -26790.18 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26899.285156 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -26899.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26922.976562 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -26922.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26928.962891 Penalty: 539.350281
	Iteration 3Q: 3 clusters Score -26928.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26929.619141 Penalty: 539.350281
	Iteration 4Q: 3 clusters Score -26929.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26931.802734 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -26931.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26939.550781 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -26939.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26948.265625 Penalty: 539.350281
	Iteration 7Q: 3 clusters Score -26948.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26955.787109 Penalty: 539.350281
	Iteration 8Q: 3 clusters Score -26955.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26960.072266 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -26960.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26967.560547 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -26967.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26971.925781 Penalty: 539.350281
	Iteration 11Q: 3 clusters Score -26971.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26974.419922 Penalty: 539.350281
	Iteration 12Q: 3 clusters Score -26974.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26977.917969 Penalty: 539.350281
	Iteration 13Q: 3 clusters Score -26977.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26986.072266 Penalty: 539.350281
	Iteration 14Q: 3 clusters Score -26986.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26991.941406 Penalty: 539.350281
	Iteration 15Q: 3 clusters Score -26991.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26996.714844 Penalty: 539.350281
	Iteration 16Q: 3 clusters Score -26996.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27010.617188 Penalty: 539.350281
	Iteration 17Q: 3 clusters Score -27010.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -27016.859375 Penalty: 539.350281
	Iteration 18Q: 3 clusters Score -27016.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27019.503906 Penalty: 539.350281
	Iteration 19Q: 3 clusters Score -27019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27022.144531 Penalty: 539.350281
	Iteration 20F: 3 clusters Score -27022.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27023.537109 Penalty: 539.350281
	Iteration 21Q: 3 clusters Score -27023.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27026.337891 Penalty: 539.350281
	Iteration 22Q: 3 clusters Score -27026.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27029.853516 Penalty: 539.350281
	Iteration 23Q: 3 clusters Score -27029.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27033.255859 Penalty: 539.350281
	Iteration 24Q: 3 clusters Score -27033.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27035.359375 Penalty: 539.350281
	Iteration 25Q: 3 clusters Score -27035.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27035.666016 Penalty: 539.350281
	Iteration 26Q: 3 clusters Score -27035.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27035.666016 Penalty: 539.350281
	Iteration 27F: 3 clusters Score -27035.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4701.419434 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4701.419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4515.354492 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -4515.354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4542.794922 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4542.795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4547.957031 Penalty: 401.011444
	Iteration 2Q: 3 clusters Score -4547.957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4550.675781 Penalty: 401.011444
	Iteration 3Q: 3 clusters Score -4550.676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4553.790039 Penalty: 401.011444
	Iteration 4Q: 3 clusters Score -4553.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4554.770508 Penalty: 401.011444
	Iteration 5Q: 3 clusters Score -4554.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4558.096680 Penalty: 401.011444
	Iteration 6Q: 3 clusters Score -4558.097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4558.096680 Penalty: 401.011444
	Iteration 7F: 3 clusters Score -4558.097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -14256.557617 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14256.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13922.441406 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13922.44 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14019.579102 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14019.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14057.329102 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -14057.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14083.007812 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -14083.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14097.024414 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -14097.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14100.846680 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -14100.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14103.446289 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -14103.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14104.922852 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -14104.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14105.698242 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -14105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14107.091797 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -14107.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14110.271484 Penalty: 511.785614
	Iteration 10Q: 3 clusters Score -14110.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14119.271484 Penalty: 511.785614
	Iteration 11Q: 3 clusters Score -14119.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -14123.701172 Penalty: 511.785614
	Iteration 12Q: 3 clusters Score -14123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14123.967773 Penalty: 511.785614
	Iteration 13Q: 3 clusters Score -14123.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14123.967773 Penalty: 511.785614
	Iteration 14F: 3 clusters Score -14123.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -70987.429688 Penalty: 322.332306
	Iteration 0F: 2 clusters Score -70987.43 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 618 members 
Entering Unmasked Estep 
Score: -70081.500000 Penalty: 644.664612
	Iteration 0F: 3 clusters Score -70081.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -70354.054688 Penalty: 644.664612
	Iteration 1F: 3 clusters Score -70354.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -70416.898438 Penalty: 644.664612
	Iteration 2F: 3 clusters Score -70416.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -70469.601562 Penalty: 644.664612
	Iteration 3F: 3 clusters Score -70469.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -70506.406250 Penalty: 644.664612
	Iteration 4F: 3 clusters Score -70506.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70529.054688 Penalty: 644.664612
	Iteration 5Q: 3 clusters Score -70529.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70539.804688 Penalty: 644.664612
	Iteration 6Q: 3 clusters Score -70539.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -70545.484375 Penalty: 644.664612
	Iteration 7Q: 3 clusters Score -70545.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -70548.710938 Penalty: 644.664612
	Iteration 8Q: 3 clusters Score -70548.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70552.250000 Penalty: 644.664612
	Iteration 9Q: 3 clusters Score -70552.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -70555.671875 Penalty: 644.664612
	Iteration 10Q: 3 clusters Score -70555.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -70558.828125 Penalty: 644.664612
	Iteration 11Q: 3 clusters Score -70558.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -70561.484375 Penalty: 644.664612
	Iteration 12Q: 3 clusters Score -70561.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70563.343750 Penalty: 644.664612
	Iteration 13Q: 3 clusters Score -70563.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -70564.226562 Penalty: 644.664612
	Iteration 14Q: 3 clusters Score -70564.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -70564.781250 Penalty: 644.664612
	Iteration 15Q: 3 clusters Score -70564.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -70565.546875 Penalty: 644.664612
	Iteration 16Q: 3 clusters Score -70565.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -70568.156250 Penalty: 644.664612
	Iteration 17Q: 3 clusters Score -70568.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70572.015625 Penalty: 644.664612
	Iteration 18Q: 3 clusters Score -70572.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -70574.210938 Penalty: 644.664612
	Iteration 19Q: 3 clusters Score -70574.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -70577.328125 Penalty: 644.664612
	Iteration 20F: 3 clusters Score -70577.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -70579.718750 Penalty: 644.664612
	Iteration 21Q: 3 clusters Score -70579.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -70581.671875 Penalty: 644.664612
	Iteration 22Q: 3 clusters Score -70581.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -70582.789062 Penalty: 644.664612
	Iteration 23Q: 3 clusters Score -70582.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -70583.289062 Penalty: 644.664612
	Iteration 24Q: 3 clusters Score -70583.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -70583.804688 Penalty: 644.664612
	Iteration 25Q: 3 clusters Score -70583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -70584.187500 Penalty: 644.664612
	Iteration 26Q: 3 clusters Score -70584.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -70584.414062 Penalty: 644.664612
	Iteration 27Q: 3 clusters Score -70584.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -70585.101562 Penalty: 644.664612
	Iteration 28Q: 3 clusters Score -70585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -70585.726562 Penalty: 644.664612
	Iteration 29Q: 3 clusters Score -70585.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -70586.367188 Penalty: 644.664612
	Iteration 30Q: 3 clusters Score -70586.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -70587.000000 Penalty: 644.664612
	Iteration 31Q: 3 clusters Score -70587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -70588.750000 Penalty: 644.664612
	Iteration 32Q: 3 clusters Score -70588.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -70590.796875 Penalty: 644.664612
	Iteration 33Q: 3 clusters Score -70590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -70593.070312 Penalty: 644.664612
	Iteration 34Q: 3 clusters Score -70593.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -70595.320312 Penalty: 644.664612
	Iteration 35Q: 3 clusters Score -70595.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -70597.601562 Penalty: 644.664612
	Iteration 36Q: 3 clusters Score -70597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -70598.507812 Penalty: 644.664612
	Iteration 37Q: 3 clusters Score -70598.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -70599.507812 Penalty: 644.664612
	Iteration 38Q: 3 clusters Score -70599.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -70600.546875 Penalty: 644.664612
	Iteration 39Q: 3 clusters Score -70600.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -70601.460938 Penalty: 644.664612
	Iteration 40F: 3 clusters Score -70601.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -70601.640625 Penalty: 644.664612
	Iteration 41Q: 3 clusters Score -70601.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -70601.718750 Penalty: 644.664612
	Iteration 42Q: 3 clusters Score -70601.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -70602.328125 Penalty: 644.664612
	Iteration 43Q: 3 clusters Score -70602.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -70603.304688 Penalty: 644.664612
	Iteration 44Q: 3 clusters Score -70603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -70604.046875 Penalty: 644.664612
	Iteration 45Q: 3 clusters Score -70604.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -70604.046875 Penalty: 644.664612
	Iteration 46F: 3 clusters Score -70604.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -24560.132812 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -24560.13 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 147 members 
Entering Unmasked Estep 
Score: -24183.619141 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -24183.62 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24274.800781 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -24274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24296.121094 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -24296.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24321.330078 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -24321.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24333.806641 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -24333.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24346.736328 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -24346.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24354.289062 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -24354.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24358.623047 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -24358.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24365.224609 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -24365.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24366.951172 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -24366.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24369.708984 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -24369.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24377.210938 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -24377.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24380.753906 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -24380.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24380.753906 Penalty: 525.201111
	Iteration 13F: 3 clusters Score -24380.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -61089.847656 Penalty: 319.863770
	Iteration 0F: 2 clusters Score -61089.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -60244.261719 Penalty: 639.727539
	Iteration 0F: 3 clusters Score -60244.26 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -60594.507812 Penalty: 639.727539
	Iteration 1F: 3 clusters Score -60594.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -60670.167969 Penalty: 639.727539
	Iteration 2F: 3 clusters Score -60670.17 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60731.003906 Penalty: 639.727539
	Iteration 3F: 3 clusters Score -60731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -60780.097656 Penalty: 639.727539
	Iteration 4Q: 3 clusters Score -60780.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -60812.792969 Penalty: 639.727539
	Iteration 5Q: 3 clusters Score -60812.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -60836.664062 Penalty: 639.727539
	Iteration 6Q: 3 clusters Score -60836.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -60843.617188 Penalty: 639.727539
	Iteration 7Q: 3 clusters Score -60843.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -60845.335938 Penalty: 639.727539
	Iteration 8Q: 3 clusters Score -60845.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -60846.003906 Penalty: 639.727539
	Iteration 9Q: 3 clusters Score -60846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -60847.207031 Penalty: 639.727539
	Iteration 10Q: 3 clusters Score -60847.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -60851.097656 Penalty: 639.727539
	Iteration 11Q: 3 clusters Score -60851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -60855.667969 Penalty: 639.727539
	Iteration 12Q: 3 clusters Score -60855.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -60857.667969 Penalty: 639.727539
	Iteration 13Q: 3 clusters Score -60857.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -60858.191406 Penalty: 639.727539
	Iteration 14Q: 3 clusters Score -60858.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -60858.585938 Penalty: 639.727539
	Iteration 15Q: 3 clusters Score -60858.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -60858.585938 Penalty: 639.727539
	Iteration 16F: 3 clusters Score -60858.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -2056.938721 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -2056.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -1962.170776 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1962.171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1969.104370 Penalty: 335.688019
	Iteration 1Q: 3 clusters Score -1969.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -1969.104370 Penalty: 335.688019
	Iteration 2F: 3 clusters Score -1969.104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9234.806641 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9234.807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8970.373047 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -8970.373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9024.497070 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9024.497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9048.167969 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9048.168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9060.596680 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9060.597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9070.724609 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9070.725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9079.023438 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9079.023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9081.115234 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -9081.115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9081.115234 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -9081.115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -23960.437500 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -23960.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23542.832031 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -23542.83 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23671.716797 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -23671.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23726.099609 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -23726.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23748.078125 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -23748.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23758.556641 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -23758.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23763.550781 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -23763.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23769.494141 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -23769.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23779.941406 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -23779.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23798.605469 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -23798.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23833.318359 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -23833.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23862.658203 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -23862.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23874.029297 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -23874.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23884.263672 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -23884.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23893.968750 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -23893.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23899.859375 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -23899.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23911.394531 Penalty: 556.546143
	Iteration 15Q: 3 clusters Score -23911.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23933.240234 Penalty: 556.546143
	Iteration 16Q: 3 clusters Score -23933.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23954.191406 Penalty: 556.546143
	Iteration 17Q: 3 clusters Score -23954.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23961.414062 Penalty: 556.546143
	Iteration 18Q: 3 clusters Score -23961.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -23963.380859 Penalty: 556.546143
	Iteration 19Q: 3 clusters Score -23963.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23964.939453 Penalty: 556.546143
	Iteration 20F: 3 clusters Score -23964.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23965.609375 Penalty: 556.546143
	Iteration 21Q: 3 clusters Score -23965.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23966.570312 Penalty: 556.546143
	Iteration 22Q: 3 clusters Score -23966.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23966.757812 Penalty: 556.546143
	Iteration 23Q: 3 clusters Score -23966.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23966.757812 Penalty: 556.546143
	Iteration 24F: 3 clusters Score -23966.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 184 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 269 members 
Entering Unmasked Estep 
Score: -14086607.000000 Penalty: 60727.312500
Splitting cluster 62 changes total score from -14086888.000000 to -14086607.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -12145.181641 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -12145.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11825.120117 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -11825.12 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11944.753906 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -11944.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12029.268555 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -12029.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12062.772461 Penalty: 504.254974
	Iteration 3F: 3 clusters Score -12062.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12081.201172 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -12081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12101.224609 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -12101.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12115.561523 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -12115.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12119.774414 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -12119.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12121.603516 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -12121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12121.926758 Penalty: 504.254974
	Iteration 9Q: 3 clusters Score -12121.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12121.926758 Penalty: 504.254974
	Iteration 10F: 3 clusters Score -12121.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -27305.349609 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -27305.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26888.199219 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -26888.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27012.935547 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -27012.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27117.748047 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -27117.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27195.824219 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -27195.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27243.626953 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -27243.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27270.681641 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -27270.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27285.554688 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -27285.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27292.261719 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -27292.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27292.742188 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -27292.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27292.742188 Penalty: 549.446228
	Iteration 9F: 3 clusters Score -27292.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -38062.496094 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -38062.5 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 269 members 
Entering Unmasked Estep 
Score: -37549.625000 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -37549.62 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37680.886719 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -37680.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37728.203125 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -37728.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37758.066406 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -37758.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37775.878906 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -37775.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37789.070312 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -37789.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37795.226562 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -37795.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37802.703125 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -37802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37813.742188 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -37813.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37819.328125 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -37819.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37826.003906 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -37826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37832.230469 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -37832.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37838.109375 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -37838.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37840.734375 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -37840.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37844.097656 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -37844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37845.960938 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -37845.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37848.011719 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -37848.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37857.937500 Penalty: 572.025818
	Iteration 17Q: 3 clusters Score -37857.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37863.984375 Penalty: 572.025818
	Iteration 18Q: 3 clusters Score -37863.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37865.789062 Penalty: 572.025818
	Iteration 19Q: 3 clusters Score -37865.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37866.628906 Penalty: 572.025818
	Iteration 20F: 3 clusters Score -37866.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37870.011719 Penalty: 572.025818
	Iteration 21Q: 3 clusters Score -37870.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37882.738281 Penalty: 572.025818
	Iteration 22Q: 3 clusters Score -37882.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37892.308594 Penalty: 572.025818
	Iteration 23Q: 3 clusters Score -37892.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37895.242188 Penalty: 572.025818
	Iteration 24Q: 3 clusters Score -37895.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37896.386719 Penalty: 572.025818
	Iteration 25Q: 3 clusters Score -37896.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37897.230469 Penalty: 572.025818
	Iteration 26Q: 3 clusters Score -37897.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37897.230469 Penalty: 572.025818
	Iteration 27F: 3 clusters Score -37897.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3361.861816 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3361.862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3178.381104 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3178.381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3234.295410 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3234.295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3260.040771 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -3260.041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -3284.669434 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -3284.669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3288.471680 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -3288.472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3288.471680 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -3288.472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11978.695312 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11684.698242 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -11684.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11761.958008 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11761.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11779.945312 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11779.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11791.055664 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -11791.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11793.328125 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -11793.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11795.296875 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11795.296875 Penalty: 494.865234
	Iteration 6F: 3 clusters Score -11795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7334.441895 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7334.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7090.896973 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -7090.897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7131.774902 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -7131.775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7144.704590 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -7144.705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7147.270020 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -7147.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7154.977539 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -7154.978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7154.977539 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -7154.978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -10568.273438 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -10568.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10295.419922 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -10295.42 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10358.916992 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -10358.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10386.808594 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -10386.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10401.532227 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -10401.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10421.583008 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -10421.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10435.119141 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -10435.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10436.484375 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -10436.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10437.289062 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -10437.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10438.762695 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -10438.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10440.029297 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -10440.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10440.434570 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -10440.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10440.434570 Penalty: 487.019104
	Iteration 11F: 3 clusters Score -10440.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -13467.547852 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -13467.55 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 106 members 
Entering Unmasked Estep 
Score: -13197.361328 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -13197.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13278.939453 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -13278.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13306.232422 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -13306.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13324.375000 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -13324.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13335.385742 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -13335.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13348.917969 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -13348.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13351.412109 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -13351.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13351.412109 Penalty: 483.052338
	Iteration 7F: 3 clusters Score -13351.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7750.691406 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7750.691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7483.438965 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7483.439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7535.540039 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7535.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7573.405273 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -7573.405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7601.784668 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -7601.785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7610.321777 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -7610.322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7612.152344 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -7612.152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7612.152344 Penalty: 460.118378
	Iteration 6F: 3 clusters Score -7612.152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -46543.542969 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -46543.54 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 303 members 
Entering Unmasked Estep 
Score: -45992.886719 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -45992.89 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46140.734375 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -46140.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46164.480469 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -46164.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46182.574219 Penalty: 583.325928
	Iteration 3Q: 3 clusters Score -46182.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46196.746094 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -46196.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46210.496094 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -46210.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46222.042969 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -46222.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46232.445312 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -46232.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46241.000000 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -46241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46243.675781 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -46243.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46246.007812 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -46246.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46249.804688 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -46249.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46254.351562 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -46254.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46258.699219 Penalty: 583.325928
	Iteration 13Q: 3 clusters Score -46258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46262.074219 Penalty: 583.325928
	Iteration 14Q: 3 clusters Score -46262.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46265.703125 Penalty: 583.325928
	Iteration 15Q: 3 clusters Score -46265.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46275.453125 Penalty: 583.325928
	Iteration 16Q: 3 clusters Score -46275.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46277.785156 Penalty: 583.325928
	Iteration 17Q: 3 clusters Score -46277.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46278.535156 Penalty: 583.325928
	Iteration 18Q: 3 clusters Score -46278.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46278.886719 Penalty: 583.325928
	Iteration 19Q: 3 clusters Score -46278.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46279.031250 Penalty: 583.325928
	Iteration 20F: 3 clusters Score -46279.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -119490.789062 Penalty: 345.886536
	Iteration 0F: 2 clusters Score -119490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -118027.000000 Penalty: 691.773071
	Iteration 0F: 3 clusters Score -118027 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -118534.203125 Penalty: 691.773071
	Iteration 1F: 3 clusters Score -118534.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -118630.242188 Penalty: 691.773071
	Iteration 2F: 3 clusters Score -118630.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -118716.406250 Penalty: 691.773071
	Iteration 3F: 3 clusters Score -118716.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -118800.648438 Penalty: 691.773071
	Iteration 4F: 3 clusters Score -118800.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -118866.601562 Penalty: 691.773071
	Iteration 5Q: 3 clusters Score -118866.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -118918.812500 Penalty: 691.773071
	Iteration 6Q: 3 clusters Score -118918.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -118958.929688 Penalty: 691.773071
	Iteration 7Q: 3 clusters Score -118958.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -118984.820312 Penalty: 691.773071
	Iteration 8Q: 3 clusters Score -118984.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -119004.898438 Penalty: 691.773071
	Iteration 9Q: 3 clusters Score -119004.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119025.656250 Penalty: 691.773071
	Iteration 10Q: 3 clusters Score -119025.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119041.851562 Penalty: 691.773071
	Iteration 11Q: 3 clusters Score -119041.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119053.718750 Penalty: 691.773071
	Iteration 12Q: 3 clusters Score -119053.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119061.375000 Penalty: 691.773071
	Iteration 13Q: 3 clusters Score -119061.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119068.765625 Penalty: 691.773071
	Iteration 14Q: 3 clusters Score -119068.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119075.437500 Penalty: 691.773071
	Iteration 15Q: 3 clusters Score -119075.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -119087.585938 Penalty: 691.773071
	Iteration 16Q: 3 clusters Score -119087.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -119093.484375 Penalty: 691.773071
	Iteration 17Q: 3 clusters Score -119093.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119101.617188 Penalty: 691.773071
	Iteration 18Q: 3 clusters Score -119101.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -119114.203125 Penalty: 691.773071
	Iteration 19Q: 3 clusters Score -119114.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119130.351562 Penalty: 691.773071
	Iteration 20F: 3 clusters Score -119130.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119148.000000 Penalty: 691.773071
	Iteration 21Q: 3 clusters Score -119148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -119168.359375 Penalty: 691.773071
	Iteration 22Q: 3 clusters Score -119168.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -119178.890625 Penalty: 691.773071
	Iteration 23Q: 3 clusters Score -119178.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -119184.375000 Penalty: 691.773071
	Iteration 24Q: 3 clusters Score -119184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -119186.875000 Penalty: 691.773071
	Iteration 25Q: 3 clusters Score -119186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -119189.406250 Penalty: 691.773071
	Iteration 26Q: 3 clusters Score -119189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -119190.984375 Penalty: 691.773071
	Iteration 27Q: 3 clusters Score -119191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -119192.742188 Penalty: 691.773071
	Iteration 28Q: 3 clusters Score -119192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -119193.640625 Penalty: 691.773071
	Iteration 29Q: 3 clusters Score -119193.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -119193.640625 Penalty: 691.773071
	Iteration 30F: 3 clusters Score -119193.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -22326.802734 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -22326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21902.148438 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21902.15 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21976.789062 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -21976.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21998.541016 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -21998.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22005.101562 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -22005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22005.900391 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22006.330078 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22006.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22007.472656 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22007.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22008.697266 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22009.628906 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22009.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22010.535156 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22010.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22010.927734 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22010.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22010.927734 Penalty: 546.578186
	Iteration 11F: 3 clusters Score -22010.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -133309.156250 Penalty: 349.720398
	Iteration 0F: 2 clusters Score -133309.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -131750.984375 Penalty: 699.440796
	Iteration 0F: 3 clusters Score -131751 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -132257.015625 Penalty: 699.440796
	Iteration 1F: 3 clusters Score -132257 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -132336.906250 Penalty: 699.440796
	Iteration 2F: 3 clusters Score -132336.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -132417.625000 Penalty: 699.440796
	Iteration 3F: 3 clusters Score -132417.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -132504.234375 Penalty: 699.440796
	Iteration 4F: 3 clusters Score -132504.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -132559.562500 Penalty: 699.440796
	Iteration 5Q: 3 clusters Score -132559.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -132601.125000 Penalty: 699.440796
	Iteration 6Q: 3 clusters Score -132601.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -132639.515625 Penalty: 699.440796
	Iteration 7Q: 3 clusters Score -132639.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -132680.406250 Penalty: 699.440796
	Iteration 8Q: 3 clusters Score -132680.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -132717.796875 Penalty: 699.440796
	Iteration 9Q: 3 clusters Score -132717.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -132756.859375 Penalty: 699.440796
	Iteration 10Q: 3 clusters Score -132756.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -132781.812500 Penalty: 699.440796
	Iteration 11Q: 3 clusters Score -132781.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -132802.500000 Penalty: 699.440796
	Iteration 12Q: 3 clusters Score -132802.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -132817.343750 Penalty: 699.440796
	Iteration 13Q: 3 clusters Score -132817.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -132836.656250 Penalty: 699.440796
	Iteration 14Q: 3 clusters Score -132836.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -132861.906250 Penalty: 699.440796
	Iteration 15Q: 3 clusters Score -132861.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -132887.250000 Penalty: 699.440796
	Iteration 16Q: 3 clusters Score -132887.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -132904.000000 Penalty: 699.440796
	Iteration 17Q: 3 clusters Score -132904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -132930.812500 Penalty: 699.440796
	Iteration 18Q: 3 clusters Score -132930.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -132952.484375 Penalty: 699.440796
	Iteration 19Q: 3 clusters Score -132952.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -132963.375000 Penalty: 699.440796
	Iteration 20F: 3 clusters Score -132963.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -132967.703125 Penalty: 699.440796
	Iteration 21Q: 3 clusters Score -132967.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -132972.406250 Penalty: 699.440796
	Iteration 22Q: 3 clusters Score -132972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -132976.109375 Penalty: 699.440796
	Iteration 23Q: 3 clusters Score -132976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -132980.875000 Penalty: 699.440796
	Iteration 24Q: 3 clusters Score -132980.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -132983.093750 Penalty: 699.440796
	Iteration 25Q: 3 clusters Score -132983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -132986.140625 Penalty: 699.440796
	Iteration 26Q: 3 clusters Score -132986.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -132990.375000 Penalty: 699.440796
	Iteration 27Q: 3 clusters Score -132990.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -132994.109375 Penalty: 699.440796
	Iteration 28Q: 3 clusters Score -132994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -132995.765625 Penalty: 699.440796
	Iteration 29Q: 3 clusters Score -132995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -132996.781250 Penalty: 699.440796
	Iteration 30Q: 3 clusters Score -132996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -132998.343750 Penalty: 699.440796
	Iteration 31Q: 3 clusters Score -132998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -133003.000000 Penalty: 699.440796
	Iteration 32Q: 3 clusters Score -133003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -133006.906250 Penalty: 699.440796
	Iteration 33Q: 3 clusters Score -133006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -133009.968750 Penalty: 699.440796
	Iteration 34Q: 3 clusters Score -133010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -133013.593750 Penalty: 699.440796
	Iteration 35Q: 3 clusters Score -133013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -133014.781250 Penalty: 699.440796
	Iteration 36Q: 3 clusters Score -133014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -133014.781250 Penalty: 699.440796
	Iteration 37F: 3 clusters Score -133014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -23329.652344 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -23329.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22886.537109 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -22886.54 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23046.685547 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -23046.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23122.035156 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -23122.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23161.382812 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -23161.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23189.746094 Penalty: 549.228821
	Iteration 4F: 3 clusters Score -23189.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23222.128906 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -23222.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23240.664062 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -23240.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23249.841797 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -23249.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23258.435547 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -23258.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23266.640625 Penalty: 549.228821
	Iteration 9Q: 3 clusters Score -23266.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23268.035156 Penalty: 549.228821
	Iteration 10Q: 3 clusters Score -23268.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23268.611328 Penalty: 549.228821
	Iteration 11Q: 3 clusters Score -23268.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23268.611328 Penalty: 549.228821
	Iteration 12F: 3 clusters Score -23268.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -6823.727539 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -6823.728 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 109 members 
Entering Unmasked Estep 
Score: -6538.070312 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -6538.07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6687.418457 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -6687.418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6733.273438 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -6733.273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6755.028320 Penalty: 488.728058
	Iteration 3F: 3 clusters Score -6755.028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6803.950195 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -6803.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6835.557617 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -6835.558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6844.345215 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -6844.345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6844.345215 Penalty: 488.728058
	Iteration 7F: 3 clusters Score -6844.345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 127 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 88 members 
Entering Unmasked Estep 
Score: -14086595.000000 Penalty: 60727.312500
Splitting cluster 77 changes total score from -14086888.000000 to -14086595.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (94680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Entering Unmasked Estep 
Score: -5905299.500000 Penalty: 521.350708
	Iteration 0F: 2 clusters Score -5905300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -5842582.500000 Penalty: 1042.701416
	Iteration 0F: 3 clusters Score -5842582 nChanged 46283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -5869878.000000 Penalty: 1042.701416
	Iteration 1F: 3 clusters Score -5869878 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -5871245.000000 Penalty: 1042.701416
	Iteration 2Q: 3 clusters Score -5871245 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -5873417.000000 Penalty: 1042.701416
	Iteration 3Q: 3 clusters Score -5873417 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -5877179.000000 Penalty: 1042.701416
	Iteration 4F: 3 clusters Score -5877179 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -5882169.000000 Penalty: 1042.701416
	Iteration 5F: 3 clusters Score -5882169 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -5887206.500000 Penalty: 1042.701416
	Iteration 6F: 3 clusters Score -5887206 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -5890522.500000 Penalty: 1042.701416
	Iteration 7F: 3 clusters Score -5890522 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -5892047.000000 Penalty: 1042.701416
	Iteration 8Q: 3 clusters Score -5892047 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -5892805.500000 Penalty: 1042.701416
	Iteration 9Q: 3 clusters Score -5892806 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -5893470.000000 Penalty: 1042.701416
	Iteration 10Q: 3 clusters Score -5893470 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -5894088.000000 Penalty: 1042.701416
	Iteration 11Q: 3 clusters Score -5894088 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -5894720.500000 Penalty: 1042.701416
	Iteration 12Q: 3 clusters Score -5894720 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -5895374.000000 Penalty: 1042.701416
	Iteration 13Q: 3 clusters Score -5895374 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -5896038.500000 Penalty: 1042.701416
	Iteration 14Q: 3 clusters Score -5896038 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -5896780.500000 Penalty: 1042.701416
	Iteration 15Q: 3 clusters Score -5896780 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -5897514.000000 Penalty: 1042.701416
	Iteration 16Q: 3 clusters Score -5897514 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -5898216.000000 Penalty: 1042.701416
	Iteration 17Q: 3 clusters Score -5898216 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -5898932.500000 Penalty: 1042.701416
	Iteration 18Q: 3 clusters Score -5898932 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -5899655.500000 Penalty: 1042.701416
	Iteration 19Q: 3 clusters Score -5899656 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -5900370.500000 Penalty: 1042.701416
	Iteration 20F: 3 clusters Score -5900370 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -5900974.500000 Penalty: 1042.701416
	Iteration 21Q: 3 clusters Score -5900974 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -5901492.000000 Penalty: 1042.701416
	Iteration 22Q: 3 clusters Score -5901492 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 86882 members 
Entering Unmasked Estep 
Score: -5901925.500000 Penalty: 1042.701416
	Iteration 23Q: 3 clusters Score -5901926 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -5902339.500000 Penalty: 1042.701416
	Iteration 24Q: 3 clusters Score -5902340 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 88842 members 
Entering Unmasked Estep 
Score: -5902761.500000 Penalty: 1042.701416
	Iteration 25Q: 3 clusters Score -5902762 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -5903123.000000 Penalty: 1042.701416
	Iteration 26Q: 3 clusters Score -5903123 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 90538 members 
Entering Unmasked Estep 
Score: -5903472.000000 Penalty: 1042.701416
	Iteration 27Q: 3 clusters Score -5903472 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 91255 members 
Entering Unmasked Estep 
Score: -5903766.000000 Penalty: 1042.701416
	Iteration 28Q: 3 clusters Score -5903766 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -5904059.500000 Penalty: 1042.701416
	Iteration 29Q: 3 clusters Score -5904060 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -5904273.000000 Penalty: 1042.701416
	Iteration 30Q: 3 clusters Score -5904273 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -5904418.000000 Penalty: 1042.701416
	Iteration 31Q: 3 clusters Score -5904418 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -5904509.000000 Penalty: 1042.701416
	Iteration 32Q: 3 clusters Score -5904509 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -5904572.500000 Penalty: 1042.701416
	Iteration 33Q: 3 clusters Score -5904572 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -5904630.500000 Penalty: 1042.701416
	Iteration 34Q: 3 clusters Score -5904630 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -5904679.500000 Penalty: 1042.701416
	Iteration 35Q: 3 clusters Score -5904680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -5904726.000000 Penalty: 1042.701416
	Iteration 36Q: 3 clusters Score -5904726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -5904768.000000 Penalty: 1042.701416
	Iteration 37Q: 3 clusters Score -5904768 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -5904780.000000 Penalty: 1042.701416
	Iteration 38Q: 3 clusters Score -5904780 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -5904805.000000 Penalty: 1042.701416
	Iteration 39Q: 3 clusters Score -5904805 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 94211 members 
Entering Unmasked Estep 
Score: -5904826.000000 Penalty: 1042.701416
	Iteration 40F: 3 clusters Score -5904826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -5904862.000000 Penalty: 1042.701416
	Iteration 41Q: 3 clusters Score -5904862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -5904881.000000 Penalty: 1042.701416
	Iteration 42Q: 3 clusters Score -5904881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 94335 members 
Entering Unmasked Estep 
Score: -5904871.000000 Penalty: 1042.701416
	Iteration 43Q: 3 clusters Score -5904871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -5904870.000000 Penalty: 1042.701416
	Iteration 44Q: 3 clusters Score -5904870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -5904870.500000 Penalty: 1042.701416
	Iteration 45Q: 3 clusters Score -5904870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 94379 members 
Entering Unmasked Estep 
Score: -5904880.500000 Penalty: 1042.701416
	Iteration 46Q: 3 clusters Score -5904880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 94386 members 
Entering Unmasked Estep 
Score: -5904869.500000 Penalty: 1042.701416
	Iteration 47Q: 3 clusters Score -5904870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -5904883.500000 Penalty: 1042.701416
	Iteration 48Q: 3 clusters Score -5904884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -5904883.000000 Penalty: 1042.701416
	Iteration 49Q: 3 clusters Score -5904883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -5904886.000000 Penalty: 1042.701416
	Iteration 50Q: 3 clusters Score -5904886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -5904897.000000 Penalty: 1042.701416
	Iteration 51Q: 3 clusters Score -5904897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -5904898.000000 Penalty: 1042.701416
	Iteration 52Q: 3 clusters Score -5904898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -5904897.000000 Penalty: 1042.701416
	Iteration 53Q: 3 clusters Score -5904897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -5904897.000000 Penalty: 1042.701416
	Iteration 54F: 3 clusters Score -5904897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -33142.566406 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -33142.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32697.197266 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -32697.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32794.890625 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -32794.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32818.843750 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -32818.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32824.976562 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -32824.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32829.640625 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -32829.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32832.910156 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -32832.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32837.726562 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -32837.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32843.429688 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -32843.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32849.410156 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -32849.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32853.492188 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -32853.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32855.222656 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -32855.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32857.437500 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -32857.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32859.468750 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -32859.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32860.027344 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -32860.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32861.894531 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -32861.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32864.312500 Penalty: 546.802002
	Iteration 15Q: 3 clusters Score -32864.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32865.042969 Penalty: 546.802002
	Iteration 16Q: 3 clusters Score -32865.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32865.875000 Penalty: 546.802002
	Iteration 17Q: 3 clusters Score -32865.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32866.468750 Penalty: 546.802002
	Iteration 18Q: 3 clusters Score -32866.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32867.777344 Penalty: 546.802002
	Iteration 19Q: 3 clusters Score -32867.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32868.011719 Penalty: 546.802002
	Iteration 20F: 3 clusters Score -32868.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -34447.867188 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -34447.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33916.386719 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -33916.39 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34079.242188 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34079.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34122.675781 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34122.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34165.460938 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34165.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34209.191406 Penalty: 577.930603
	Iteration 4F: 3 clusters Score -34209.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34244.328125 Penalty: 577.930603
	Iteration 5F: 3 clusters Score -34244.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34264.777344 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34264.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34274.750000 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34274.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34276.093750 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34276.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34276.625000 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34276.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34276.625000 Penalty: 577.930603
	Iteration 10F: 3 clusters Score -34276.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -36619.726562 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -36619.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36153.894531 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -36153.89 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36333.843750 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -36333.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36381.750000 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -36381.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36409.835938 Penalty: 563.690918
	Iteration 3F: 3 clusters Score -36409.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36422.875000 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -36422.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36429.554688 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -36429.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36435.406250 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -36435.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36437.781250 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -36437.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36442.128906 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -36442.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36444.664062 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -36444.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36446.546875 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -36446.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36448.882812 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -36448.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36457.179688 Penalty: 563.690918
	Iteration 12Q: 3 clusters Score -36457.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36467.976562 Penalty: 563.690918
	Iteration 13Q: 3 clusters Score -36467.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36471.964844 Penalty: 563.690918
	Iteration 14Q: 3 clusters Score -36471.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36471.964844 Penalty: 563.690918
	Iteration 15F: 3 clusters Score -36471.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7524.162598 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7524.163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7294.749512 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7294.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7391.179199 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7391.179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7439.046875 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -7439.047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7462.709961 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7462.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7473.604492 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -7473.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7480.495605 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -7480.496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7499.941406 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -7499.941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7503.893555 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -7503.894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7509.330078 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -7509.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7510.999023 Penalty: 476.516235
	Iteration 9Q: 3 clusters Score -7510.999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7510.999023 Penalty: 476.516235
	Iteration 10F: 3 clusters Score -7510.999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5201.004395 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5201.004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5001.393555 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -5001.394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5034.429688 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5034.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5047.576660 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -5047.577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5056.134766 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5056.135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5060.311035 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5060.311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5064.934570 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5064.935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5067.948730 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -5067.949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5067.948730 Penalty: 422.639587
	Iteration 7F: 3 clusters Score -5067.949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -6281.319336 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -6281.319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6060.744629 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6060.745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6101.071777 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6101.072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6110.420898 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -6110.421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6119.121582 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -6119.122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6119.956055 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -6119.956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6119.956055 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -6119.956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9950.288086 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9950.288 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 81 members 
Entering Unmasked Estep 
Score: -9696.102539 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -9696.103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9762.499023 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -9762.499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9782.572266 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -9782.572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9791.315430 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -9791.315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9791.315430 Penalty: 467.891388
	Iteration 4F: 3 clusters Score -9791.315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -4858.574219 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -4858.574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4670.304199 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -4670.304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4699.640137 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -4699.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4704.163086 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -4704.163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4704.163086 Penalty: 403.204315
	Iteration 3F: 3 clusters Score -4704.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16620.375000 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16620.38 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 116 members 
Entering Unmasked Estep 
Score: -16309.903320 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16309.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16394.947266 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16394.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16428.164062 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16428.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16450.722656 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -16450.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16468.074219 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16468.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16474.763672 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16474.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16475.435547 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16475.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16475.906250 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -16475.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16475.906250 Penalty: 499.116516
	Iteration 8F: 3 clusters Score -16475.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -23725.867188 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -23725.87 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 204 members 
Entering Unmasked Estep 
Score: -23307.365234 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -23307.37 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23419.322266 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -23419.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23450.484375 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -23450.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23497.246094 Penalty: 541.981201
	Iteration 3F: 3 clusters Score -23497.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23523.154297 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -23523.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23537.964844 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -23537.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23551.412109 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -23551.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23558.525391 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -23558.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23565.667969 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -23565.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23576.736328 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -23576.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23588.722656 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -23588.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23596.105469 Penalty: 541.981201
	Iteration 11Q: 3 clusters Score -23596.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23599.404297 Penalty: 541.981201
	Iteration 12Q: 3 clusters Score -23599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23602.207031 Penalty: 541.981201
	Iteration 13Q: 3 clusters Score -23602.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23602.597656 Penalty: 541.981201
	Iteration 14Q: 3 clusters Score -23602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23603.054688 Penalty: 541.981201
	Iteration 15Q: 3 clusters Score -23603.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23603.054688 Penalty: 541.981201
	Iteration 16F: 3 clusters Score -23603.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -14931.480469 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -14931.48 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 144 members 
Entering Unmasked Estep 
Score: -14573.612305 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -14573.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14682.305664 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -14682.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14743.859375 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -14743.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14774.433594 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -14774.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14789.507812 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -14789.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14801.184570 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -14801.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14805.312500 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -14805.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14806.651367 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -14806.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14808.175781 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -14808.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14808.175781 Penalty: 515.329407
	Iteration 9F: 3 clusters Score -14808.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -14454.448242 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -14454.45 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 97 members 
Entering Unmasked Estep 
Score: -14174.071289 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -14174.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14216.984375 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -14216.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14222.116211 Penalty: 479.375092
	Iteration 2Q: 3 clusters Score -14222.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14227.449219 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -14227.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14235.737305 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -14235.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14243.511719 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -14243.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14252.089844 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -14252.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14254.527344 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -14254.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14254.802734 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -14254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14254.802734 Penalty: 479.375092
	Iteration 9F: 3 clusters Score -14254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -30216.511719 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -30216.51 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 269 members 
Entering Unmasked Estep 
Score: -29707.609375 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -29707.61 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29863.626953 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -29863.63 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29905.400391 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -29905.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29924.810547 Penalty: 568.923279
	Iteration 3Q: 3 clusters Score -29924.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29936.707031 Penalty: 568.923279
	Iteration 4Q: 3 clusters Score -29936.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29947.240234 Penalty: 568.923279
	Iteration 5Q: 3 clusters Score -29947.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29955.113281 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -29955.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29963.968750 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -29963.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -29969.025391 Penalty: 568.923279
	Iteration 8Q: 3 clusters Score -29969.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -29975.150391 Penalty: 568.923279
	Iteration 9Q: 3 clusters Score -29975.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29980.035156 Penalty: 568.923279
	Iteration 10Q: 3 clusters Score -29980.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29984.085938 Penalty: 568.923279
	Iteration 11Q: 3 clusters Score -29984.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29987.105469 Penalty: 568.923279
	Iteration 12Q: 3 clusters Score -29987.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29990.562500 Penalty: 568.923279
	Iteration 13Q: 3 clusters Score -29990.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29992.943359 Penalty: 568.923279
	Iteration 14Q: 3 clusters Score -29992.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29996.826172 Penalty: 568.923279
	Iteration 15Q: 3 clusters Score -29996.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -30000.943359 Penalty: 568.923279
	Iteration 16Q: 3 clusters Score -30000.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30001.789062 Penalty: 568.923279
	Iteration 17Q: 3 clusters Score -30001.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30004.269531 Penalty: 568.923279
	Iteration 18Q: 3 clusters Score -30004.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -30005.630859 Penalty: 568.923279
	Iteration 19Q: 3 clusters Score -30005.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -30012.080078 Penalty: 568.923279
	Iteration 20F: 3 clusters Score -30012.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -30039.250000 Penalty: 568.923279
	Iteration 21Q: 3 clusters Score -30039.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30063.025391 Penalty: 568.923279
	Iteration 22Q: 3 clusters Score -30063.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30085.603516 Penalty: 568.923279
	Iteration 23Q: 3 clusters Score -30085.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30091.445312 Penalty: 568.923279
	Iteration 24Q: 3 clusters Score -30091.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30093.398438 Penalty: 568.923279
	Iteration 25Q: 3 clusters Score -30093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30093.779297 Penalty: 568.923279
	Iteration 26Q: 3 clusters Score -30093.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30093.779297 Penalty: 568.923279
	Iteration 27F: 3 clusters Score -30093.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -2529.628906 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -2529.629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2372.828613 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -2372.829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2415.912109 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -2415.912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2417.492432 Penalty: 401.011444
	Iteration 2Q: 3 clusters Score -2417.492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2417.492432 Penalty: 401.011444
	Iteration 3F: 3 clusters Score -2417.492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -58220.390625 Penalty: 313.615204
	Iteration 0F: 2 clusters Score -58220.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -57422.882812 Penalty: 627.230408
	Iteration 0F: 3 clusters Score -57422.88 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57617.285156 Penalty: 627.230408
	Iteration 1F: 3 clusters Score -57617.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57645.250000 Penalty: 627.230408
	Iteration 2F: 3 clusters Score -57645.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57669.437500 Penalty: 627.230408
	Iteration 3Q: 3 clusters Score -57669.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57691.363281 Penalty: 627.230408
	Iteration 4Q: 3 clusters Score -57691.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57711.796875 Penalty: 627.230408
	Iteration 5Q: 3 clusters Score -57711.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57736.300781 Penalty: 627.230408
	Iteration 6Q: 3 clusters Score -57736.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57772.886719 Penalty: 627.230408
	Iteration 7Q: 3 clusters Score -57772.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57807.441406 Penalty: 627.230408
	Iteration 8Q: 3 clusters Score -57807.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57838.562500 Penalty: 627.230408
	Iteration 9Q: 3 clusters Score -57838.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -57861.417969 Penalty: 627.230408
	Iteration 10Q: 3 clusters Score -57861.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -57884.570312 Penalty: 627.230408
	Iteration 11Q: 3 clusters Score -57884.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -57901.300781 Penalty: 627.230408
	Iteration 12Q: 3 clusters Score -57901.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -57912.304688 Penalty: 627.230408
	Iteration 13Q: 3 clusters Score -57912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -57921.750000 Penalty: 627.230408
	Iteration 14Q: 3 clusters Score -57921.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -57926.265625 Penalty: 627.230408
	Iteration 15Q: 3 clusters Score -57926.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -57935.246094 Penalty: 627.230408
	Iteration 16Q: 3 clusters Score -57935.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -57939.714844 Penalty: 627.230408
	Iteration 17Q: 3 clusters Score -57939.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -57944.601562 Penalty: 627.230408
	Iteration 18Q: 3 clusters Score -57944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -57947.625000 Penalty: 627.230408
	Iteration 19Q: 3 clusters Score -57947.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -57948.371094 Penalty: 627.230408
	Iteration 20F: 3 clusters Score -57948.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -10575.188477 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -10575.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10392.047852 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -10392.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10474.637695 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -10474.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10485.718750 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -10485.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10488.712891 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -10488.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10490.841797 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -10490.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10494.419922 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -10494.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10500.269531 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -10500.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10503.972656 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -10503.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10510.974609 Penalty: 453.508209
	Iteration 8Q: 3 clusters Score -10510.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10515.484375 Penalty: 453.508209
	Iteration 9Q: 3 clusters Score -10515.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10515.484375 Penalty: 453.508209
	Iteration 10F: 3 clusters Score -10515.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -4327.671875 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -4327.672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4167.903320 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -4167.903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4197.450684 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -4197.451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4200.450195 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -4200.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4202.266113 Penalty: 386.613068
	Iteration 3Q: 3 clusters Score -4202.266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4202.266113 Penalty: 386.613068
	Iteration 4F: 3 clusters Score -4202.266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19400.287109 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19400.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18964.701172 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18964.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19110.712891 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -19110.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19234.695312 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -19234.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19314.250000 Penalty: 548.792358
	Iteration 3F: 3 clusters Score -19314.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19377.794922 Penalty: 548.792358
	Iteration 4F: 3 clusters Score -19377.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19430.802734 Penalty: 548.792358
	Iteration 5F: 3 clusters Score -19430.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19440.093750 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19440.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19445.564453 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19445.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19446.195312 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19446.451172 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19446.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19446.451172 Penalty: 548.792358
	Iteration 10F: 3 clusters Score -19446.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 255 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 161 members 
Entering Unmasked Estep 
Score: -14086650.000000 Penalty: 60727.312500
Splitting cluster 96 changes total score from -14086888.000000 to -14086650.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 97 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -6096.982422 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -6096.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5911.162598 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -5911.163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5951.889648 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -5951.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -5972.753906 Penalty: 419.070496
	Iteration 2F: 3 clusters Score -5972.754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5981.434082 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -5981.434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -5985.137695 Penalty: 419.070496
	Iteration 4Q: 3 clusters Score -5985.138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -5985.137695 Penalty: 419.070496
	Iteration 5F: 3 clusters Score -5985.138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (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: -13414.352539 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -13414.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13129.721680 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -13129.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13174.664062 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -13174.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13182.166992 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -13182.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13188.393555 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -13188.39 nChanged 5
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: -13195.780273 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -13195.78 nChanged 3
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: -13200.303711 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -13200.3 nChanged 2
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: -13201.411133 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -13201.41 nChanged 1
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: -13201.597656 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -13201.6 nChanged 0
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: -13201.597656 Penalty: 479.842987
	Iteration 8F: 3 clusters Score -13201.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -11990.554688 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -11990.55 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 107 members 
Entering Unmasked Estep 
Score: -11683.534180 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -11683.53 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11754.811523 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -11754.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11771.228516 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -11771.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11779.666992 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -11779.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11786.555664 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -11786.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11796.856445 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -11796.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11802.211914 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -11802.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11803.716797 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -11803.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11805.099609 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -11805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11805.576172 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -11805.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11805.576172 Penalty: 493.670471
	Iteration 10F: 3 clusters Score -11805.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -6017.474609 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -6017.475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5822.780273 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -5822.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5857.020508 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -5857.021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5863.916992 Penalty: 415.355682
	Iteration 2Q: 3 clusters Score -5863.917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5863.916992 Penalty: 415.355682
	Iteration 3F: 3 clusters Score -5863.917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5234.990234 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5234.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5023.875977 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5023.876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5051.125488 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5051.125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5053.145020 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -5053.145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5053.145020 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -5053.145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (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: -19414.564453 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -19414.56 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 147 members 
Entering Unmasked Estep 
Score: -19040.740234 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -19040.74 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19147.601562 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -19147.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19191.800781 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -19191.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19207.257812 Penalty: 523.194763
	Iteration 3Q: 3 clusters Score -19207.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19214.794922 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -19214.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19220.083984 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -19220.08 nChanged 6
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: -19224.037109 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -19224.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19226.279297 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -19226.28 nChanged 3
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: -19230.765625 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -19230.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19238.000000 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -19238 nChanged 4
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: -19241.037109 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -19241.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19242.099609 Penalty: 523.194763
	Iteration 11Q: 3 clusters Score -19242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19244.767578 Penalty: 523.194763
	Iteration 12Q: 3 clusters Score -19244.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19247.906250 Penalty: 523.194763
	Iteration 13Q: 3 clusters Score -19247.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19251.632812 Penalty: 523.194763
	Iteration 14Q: 3 clusters Score -19251.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19251.933594 Penalty: 523.194763
	Iteration 15Q: 3 clusters Score -19251.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19251.933594 Penalty: 523.194763
	Iteration 16F: 3 clusters Score -19251.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -15840.519531 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15840.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15521.436523 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15521.44 nChanged 82
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: -15747.251953 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15747.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15875.217773 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15875.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15923.950195 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -15923.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15956.519531 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -15956.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15968.390625 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15968.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15984.768555 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15984.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16004.510742 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -16004.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16015.593750 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -16015.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16016.506836 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -16016.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16017.607422 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -16017.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16018.366211 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -16018.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16020.893555 Penalty: 504.611145
	Iteration 12Q: 3 clusters Score -16020.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16022.839844 Penalty: 504.611145
	Iteration 13Q: 3 clusters Score -16022.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16022.839844 Penalty: 504.611145
	Iteration 14F: 3 clusters Score -16022.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 72 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 184 members 
Entering Unmasked Estep 
Score: -14086767.000000 Penalty: 60727.312500
Splitting cluster 103 changes total score from -14086888.000000 to -14086767.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 104 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -27752.519531 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -27752.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27292.083984 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -27292.08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27402.775391 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -27402.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27431.201172 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -27431.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27446.931641 Penalty: 554.924744
	Iteration 3Q: 3 clusters Score -27446.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27458.271484 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -27458.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27465.281250 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -27465.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27471.617188 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -27471.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27476.099609 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -27476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27481.501953 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -27481.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27485.089844 Penalty: 554.924744
	Iteration 9Q: 3 clusters Score -27485.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -27487.076172 Penalty: 554.924744
	Iteration 10Q: 3 clusters Score -27487.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27492.242188 Penalty: 554.924744
	Iteration 11Q: 3 clusters Score -27492.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27500.748047 Penalty: 554.924744
	Iteration 12Q: 3 clusters Score -27500.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27511.052734 Penalty: 554.924744
	Iteration 13Q: 3 clusters Score -27511.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27517.654297 Penalty: 554.924744
	Iteration 14Q: 3 clusters Score -27517.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -27523.146484 Penalty: 554.924744
	Iteration 15Q: 3 clusters Score -27523.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27525.390625 Penalty: 554.924744
	Iteration 16Q: 3 clusters Score -27525.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27530.156250 Penalty: 554.924744
	Iteration 17Q: 3 clusters Score -27530.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27532.054688 Penalty: 554.924744
	Iteration 18Q: 3 clusters Score -27532.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27534.046875 Penalty: 554.924744
	Iteration 19Q: 3 clusters Score -27534.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27537.273438 Penalty: 554.924744
	Iteration 20F: 3 clusters Score -27537.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27538.593750 Penalty: 554.924744
	Iteration 21Q: 3 clusters Score -27538.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27543.068359 Penalty: 554.924744
	Iteration 22Q: 3 clusters Score -27543.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27545.693359 Penalty: 554.924744
	Iteration 23Q: 3 clusters Score -27545.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27546.562500 Penalty: 554.924744
	Iteration 24Q: 3 clusters Score -27546.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27547.019531 Penalty: 554.924744
	Iteration 25Q: 3 clusters Score -27547.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27548.003906 Penalty: 554.924744
	Iteration 26Q: 3 clusters Score -27548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27548.234375 Penalty: 554.924744
	Iteration 27Q: 3 clusters Score -27548.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27548.234375 Penalty: 554.924744
	Iteration 28F: 3 clusters Score -27548.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -5777.645996 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -5777.646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5593.223633 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -5593.224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5791.368164 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -5791.368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5831.161621 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -5831.162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5838.324219 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -5838.324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5838.324219 Penalty: 457.769867
	Iteration 4F: 3 clusters Score -5838.324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 27 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 126 members 
Entering Unmasked Estep 
Score: -14086617.000000 Penalty: 60727.312500
Splitting cluster 105 changes total score from -14086888.000000 to -14086617.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 106 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -5411.657715 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -5411.658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5201.106934 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -5201.107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5307.039551 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -5307.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5392.547852 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -5392.548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5529.169434 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -5529.169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5538.248047 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -5538.248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5540.906738 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -5540.907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5543.883301 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -5543.883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5543.883301 Penalty: 443.642975
	Iteration 7F: 3 clusters Score -5543.883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 97 members 
Mstep: Class 107 contains 103 members 
Mstep: Class 108 contains 34 members 
Entering Unmasked Estep 
Score: -14086679.000000 Penalty: 60727.312500
Splitting cluster 106 changes total score from -14086888.000000 to -14086679.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 107 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -3410.240479 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -3410.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3264.449707 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -3264.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3445.554932 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -3445.555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3583.731689 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -3583.732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3630.281738 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -3630.282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3648.220703 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -3648.221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3718.168213 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -3718.168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3741.456055 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -3741.456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3857.932373 Penalty: 421.760345
	Iteration 7Q: 3 clusters Score -3857.932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3888.096436 Penalty: 421.760345
	Iteration 8Q: 3 clusters Score -3888.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3888.096436 Penalty: 421.760345
	Iteration 9F: 3 clusters Score -3888.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 37 members 
Mstep: Class 108 contains 66 members 
Entering Unmasked Estep 
Score: -14087015.000000 Penalty: 60727.312500
Splitting cluster 107 changes total score from -14086888.000000 to -14087015.000000
So it's getting split into cluster 108.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2897 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2178 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94680 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 82 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 37 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087016.000000 Penalty: 60727.312500
Iteration 239Q: 109 clusters Score -1.408702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36141 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25419 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2898 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2177 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94682 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 81 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 131 members 
Mstep: Class 107 contains 38 members 
Mstep: Class 108 contains 66 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087038.000000 Penalty: 60727.312500
Iteration 240F: 109 clusters Score -1.408704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36139 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25419 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2898 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94685 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 76 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 153 members 
Mstep: Class 106 contains 129 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 72 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087062.000000 Penalty: 60727.312500
Iteration 241Q: 109 clusters Score -1.408706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36134 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25420 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2898 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94689 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 152 members 
Mstep: Class 106 contains 128 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087093.000000 Penalty: 60727.312500
Iteration 242Q: 109 clusters Score -1.408709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36130 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25419 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2898 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94694 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 74 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 128 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087093.000000 Penalty: 60727.312500
Iteration 243Q: 109 clusters Score -1.408709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36125 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25418 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2899 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94699 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 74 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 128 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087094.000000 Penalty: 60727.312500
Iteration 244Q: 109 clusters Score -1.408709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36124 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2899 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2176 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94702 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 74 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 128 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087093.000000 Penalty: 60727.312500
Iteration 245Q: 109 clusters Score -1.408709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36123 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2900 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 74 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 128 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087091.000000 Penalty: 60727.312500
Iteration 246Q: 109 clusters Score -1.408709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 74 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 128 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087096.000000 Penalty: 60727.312500
Iteration 247Q: 109 clusters Score -1.40871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 74 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 128 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087098.000000 Penalty: 60727.312500
Iteration 248F: 109 clusters Score -1.40871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 128 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 76 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087105.000000 Penalty: 60727.312500
Iteration 249Q: 109 clusters Score -1.40871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 71 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 126 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 80 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087126.000000 Penalty: 60727.312500
Iteration 250Q: 109 clusters Score -1.408713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 70 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 123 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 84 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087149.000000 Penalty: 60727.312500
Iteration 251Q: 109 clusters Score -1.408715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 70 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 120 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087179.000000 Penalty: 60727.312500
Iteration 252Q: 109 clusters Score -1.408718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 72 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 151 members 
Mstep: Class 106 contains 116 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087270.000000 Penalty: 60727.312500
Iteration 253Q: 109 clusters Score -1.408727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 150 members 
Mstep: Class 106 contains 116 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087334.000000 Penalty: 60727.312500
Iteration 254Q: 109 clusters Score -1.408733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087336.000000 Penalty: 60727.312500
Iteration 255Q: 109 clusters Score -1.408734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14087336.000000 Penalty: 60727.312500
Iteration 256F: 109 clusters Score -1.408734e+07 nChanged 0
Entering ConstructFrom: 
Score: -14087336.000000 Penalty: 60727.312500
Entering ConstructFrom: 
Trying to split cluster 1 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -135204.875000 Penalty: 336.197052
	Iteration 0F: 2 clusters Score -135204.9 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 821 members 
Entering Unmasked Estep 
Score: -134036.734375 Penalty: 672.394104
	Iteration 0F: 3 clusters Score -134036.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -134506.890625 Penalty: 672.394104
	Iteration 1F: 3 clusters Score -134506.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -134604.500000 Penalty: 672.394104
	Iteration 2F: 3 clusters Score -134604.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -134692.031250 Penalty: 672.394104
	Iteration 3F: 3 clusters Score -134692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -134779.843750 Penalty: 672.394104
	Iteration 4F: 3 clusters Score -134779.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -134835.484375 Penalty: 672.394104
	Iteration 5Q: 3 clusters Score -134835.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -134914.265625 Penalty: 672.394104
	Iteration 6Q: 3 clusters Score -134914.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -134979.453125 Penalty: 672.394104
	Iteration 7Q: 3 clusters Score -134979.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -135007.625000 Penalty: 672.394104
	Iteration 8Q: 3 clusters Score -135007.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -135022.406250 Penalty: 672.394104
	Iteration 9Q: 3 clusters Score -135022.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -135041.140625 Penalty: 672.394104
	Iteration 10Q: 3 clusters Score -135041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135043.796875 Penalty: 672.394104
	Iteration 11Q: 3 clusters Score -135043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135044.796875 Penalty: 672.394104
	Iteration 12Q: 3 clusters Score -135044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -135045.093750 Penalty: 672.394104
	Iteration 13Q: 3 clusters Score -135045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -135045.093750 Penalty: 672.394104
	Iteration 14F: 3 clusters Score -135045.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -35340.625000 Penalty: 287.431000
	Iteration 0F: 2 clusters Score -35340.62 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 271 members 
Entering Unmasked Estep 
Score: -34815.441406 Penalty: 574.862000
	Iteration 0F: 3 clusters Score -34815.44 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34933.785156 Penalty: 574.862000
	Iteration 1F: 3 clusters Score -34933.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34978.238281 Penalty: 574.862000
	Iteration 2F: 3 clusters Score -34978.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34991.050781 Penalty: 574.862000
	Iteration 3F: 3 clusters Score -34991.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35002.585938 Penalty: 574.862000
	Iteration 4Q: 3 clusters Score -35002.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35010.792969 Penalty: 574.862000
	Iteration 5Q: 3 clusters Score -35010.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35019.839844 Penalty: 574.862000
	Iteration 6Q: 3 clusters Score -35019.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35031.507812 Penalty: 574.862000
	Iteration 7Q: 3 clusters Score -35031.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35033.675781 Penalty: 574.862000
	Iteration 8Q: 3 clusters Score -35033.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -35036.070312 Penalty: 574.862000
	Iteration 9Q: 3 clusters Score -35036.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35037.609375 Penalty: 574.862000
	Iteration 10Q: 3 clusters Score -35037.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35039.253906 Penalty: 574.862000
	Iteration 11Q: 3 clusters Score -35039.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35040.597656 Penalty: 574.862000
	Iteration 12Q: 3 clusters Score -35040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -35040.597656 Penalty: 574.862000
	Iteration 13F: 3 clusters Score -35040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -146423.125000 Penalty: 354.776764
	Iteration 0F: 2 clusters Score -146423.1 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 1207 members 
Entering Unmasked Estep 
Score: -144697.234375 Penalty: 709.553528
	Iteration 0F: 3 clusters Score -144697.2 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -145261.093750 Penalty: 709.553528
	Iteration 1F: 3 clusters Score -145261.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -145324.796875 Penalty: 709.553528
	Iteration 2F: 3 clusters Score -145324.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -145369.140625 Penalty: 709.553528
	Iteration 3F: 3 clusters Score -145369.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -145409.015625 Penalty: 709.553528
	Iteration 4Q: 3 clusters Score -145409 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -145446.796875 Penalty: 709.553528
	Iteration 5Q: 3 clusters Score -145446.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -145487.453125 Penalty: 709.553528
	Iteration 6Q: 3 clusters Score -145487.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -145533.968750 Penalty: 709.553528
	Iteration 7Q: 3 clusters Score -145534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -145612.843750 Penalty: 709.553528
	Iteration 8Q: 3 clusters Score -145612.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145686.578125 Penalty: 709.553528
	Iteration 9Q: 3 clusters Score -145686.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -145777.953125 Penalty: 709.553528
	Iteration 10Q: 3 clusters Score -145778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -145859.406250 Penalty: 709.553528
	Iteration 11Q: 3 clusters Score -145859.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -145929.265625 Penalty: 709.553528
	Iteration 12Q: 3 clusters Score -145929.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -145972.812500 Penalty: 709.553528
	Iteration 13Q: 3 clusters Score -145972.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -146012.281250 Penalty: 709.553528
	Iteration 14Q: 3 clusters Score -146012.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -146037.468750 Penalty: 709.553528
	Iteration 15Q: 3 clusters Score -146037.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -146052.296875 Penalty: 709.553528
	Iteration 16Q: 3 clusters Score -146052.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -146065.984375 Penalty: 709.553528
	Iteration 17Q: 3 clusters Score -146066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -146079.187500 Penalty: 709.553528
	Iteration 18Q: 3 clusters Score -146079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -146084.640625 Penalty: 709.553528
	Iteration 19Q: 3 clusters Score -146084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -146088.765625 Penalty: 709.553528
	Iteration 20F: 3 clusters Score -146088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -146093.546875 Penalty: 709.553528
	Iteration 21Q: 3 clusters Score -146093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -146098.296875 Penalty: 709.553528
	Iteration 22Q: 3 clusters Score -146098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -146099.546875 Penalty: 709.553528
	Iteration 23Q: 3 clusters Score -146099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -146100.312500 Penalty: 709.553528
	Iteration 24Q: 3 clusters Score -146100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -146100.296875 Penalty: 709.553528
	Iteration 25Q: 3 clusters Score -146100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -146100.296875 Penalty: 709.553528
	Iteration 26F: 3 clusters Score -146100.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -40339.750000 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -40339.75 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 293 members 
Entering Unmasked Estep 
Score: -39785.972656 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -39785.97 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39944.316406 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -39944.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40024.335938 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -40024.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40112.316406 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -40112.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40190.562500 Penalty: 580.591187
	Iteration 4F: 3 clusters Score -40190.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40253.871094 Penalty: 580.591187
	Iteration 5F: 3 clusters Score -40253.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40290.925781 Penalty: 580.591187
	Iteration 6F: 3 clusters Score -40290.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40316.347656 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -40316.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40333.230469 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -40333.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40341.980469 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -40341.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40347.058594 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -40347.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40347.445312 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -40347.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40348.535156 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -40348.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40348.535156 Penalty: 580.591187
	Iteration 13F: 3 clusters Score -40348.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 440 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 150 members 
Entering Unmasked Estep 
Score: -14087068.000000 Penalty: 61289.605469
Splitting cluster 4 changes total score from -14087336.000000 to -14087068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -8017.417480 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -8017.417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7760.220215 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7760.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7835.011719 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7835.012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7879.456543 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7879.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7885.207031 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -7885.207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7889.966309 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -7889.966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7891.803711 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -7891.804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7893.845703 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -7893.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7895.965820 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -7895.966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7900.861328 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -7900.861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7902.107422 Penalty: 466.280701
	Iteration 9Q: 3 clusters Score -7902.107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7902.549316 Penalty: 466.280701
	Iteration 10Q: 3 clusters Score -7902.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7902.549316 Penalty: 466.280701
	Iteration 11F: 3 clusters Score -7902.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -19329.011719 Penalty: 262.173340
	Iteration 0F: 2 clusters Score -19329.01 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 158 members 
Entering Unmasked Estep 
Score: -18966.923828 Penalty: 524.346680
	Iteration 0F: 3 clusters Score -18966.92 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19054.814453 Penalty: 524.346680
	Iteration 1F: 3 clusters Score -19054.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19080.335938 Penalty: 524.346680
	Iteration 2F: 3 clusters Score -19080.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19106.794922 Penalty: 524.346680
	Iteration 3Q: 3 clusters Score -19106.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19129.386719 Penalty: 524.346680
	Iteration 4Q: 3 clusters Score -19129.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19148.685547 Penalty: 524.346680
	Iteration 5Q: 3 clusters Score -19148.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19174.513672 Penalty: 524.346680
	Iteration 6F: 3 clusters Score -19174.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19194.082031 Penalty: 524.346680
	Iteration 7Q: 3 clusters Score -19194.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19214.761719 Penalty: 524.346680
	Iteration 8Q: 3 clusters Score -19214.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19235.890625 Penalty: 524.346680
	Iteration 9Q: 3 clusters Score -19235.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19248.720703 Penalty: 524.346680
	Iteration 10Q: 3 clusters Score -19248.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19256.326172 Penalty: 524.346680
	Iteration 11Q: 3 clusters Score -19256.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19263.314453 Penalty: 524.346680
	Iteration 12Q: 3 clusters Score -19263.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19271.564453 Penalty: 524.346680
	Iteration 13Q: 3 clusters Score -19271.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19285.564453 Penalty: 524.346680
	Iteration 14Q: 3 clusters Score -19285.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19299.671875 Penalty: 524.346680
	Iteration 15Q: 3 clusters Score -19299.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19306.384766 Penalty: 524.346680
	Iteration 16Q: 3 clusters Score -19306.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19310.310547 Penalty: 524.346680
	Iteration 17Q: 3 clusters Score -19310.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19313.470703 Penalty: 524.346680
	Iteration 18Q: 3 clusters Score -19313.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19321.269531 Penalty: 524.346680
	Iteration 19Q: 3 clusters Score -19321.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19327.943359 Penalty: 524.346680
	Iteration 20F: 3 clusters Score -19327.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19345.503906 Penalty: 524.346680
	Iteration 21Q: 3 clusters Score -19345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19356.634766 Penalty: 524.346680
	Iteration 22Q: 3 clusters Score -19356.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19361.205078 Penalty: 524.346680
	Iteration 23Q: 3 clusters Score -19361.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19369.656250 Penalty: 524.346680
	Iteration 24Q: 3 clusters Score -19369.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19372.896484 Penalty: 524.346680
	Iteration 25Q: 3 clusters Score -19372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19372.896484 Penalty: 524.346680
	Iteration 26F: 3 clusters Score -19372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 117 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 201 members 
Entering Unmasked Estep 
Score: -14087085.000000 Penalty: 61289.605469
Splitting cluster 6 changes total score from -14087336.000000 to -14087085.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -19341.128906 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -19341.13 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 142 members 
Entering Unmasked Estep 
Score: -18982.300781 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -18982.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19058.458984 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -19058.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19087.283203 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -19087.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19120.171875 Penalty: 519.044189
	Iteration 3Q: 3 clusters Score -19120.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19153.720703 Penalty: 519.044189
	Iteration 4F: 3 clusters Score -19153.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19186.257812 Penalty: 519.044189
	Iteration 5F: 3 clusters Score -19186.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19197.794922 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -19197.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19205.421875 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -19205.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19215.404297 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -19215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19222.650391 Penalty: 519.044189
	Iteration 9Q: 3 clusters Score -19222.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19223.822266 Penalty: 519.044189
	Iteration 10Q: 3 clusters Score -19223.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19224.324219 Penalty: 519.044189
	Iteration 11Q: 3 clusters Score -19224.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19224.324219 Penalty: 519.044189
	Iteration 12F: 3 clusters Score -19224.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -29648.658203 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -29648.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29159.753906 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -29159.75 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29294.105469 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -29294.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29315.460938 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -29315.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29330.773438 Penalty: 563.504944
	Iteration 3Q: 3 clusters Score -29330.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29346.474609 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -29346.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29353.277344 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -29353.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29355.351562 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -29355.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29359.582031 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -29359.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29361.802734 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -29361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29362.441406 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -29362.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29363.052734 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -29363.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29366.439453 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -29366.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29371.185547 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -29371.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29374.257812 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -29374.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29374.976562 Penalty: 563.504944
	Iteration 14Q: 3 clusters Score -29374.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29375.607422 Penalty: 563.504944
	Iteration 15Q: 3 clusters Score -29375.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29375.607422 Penalty: 563.504944
	Iteration 16F: 3 clusters Score -29375.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -2505.214844 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -2505.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2402.112549 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -2402.113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2452.824707 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -2452.825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2455.229248 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -2455.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2459.929688 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -2459.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2469.617432 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -2469.617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -2469.617432 Penalty: 399.894867
	Iteration 5F: 3 clusters Score -2469.617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (87 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Entering Unmasked Estep 
Score: -3743.080811 Penalty: 203.198822
	Iteration 0F: 2 clusters Score -3743.081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3560.038818 Penalty: 406.397644
	Iteration 0F: 3 clusters Score -3560.039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3576.515625 Penalty: 406.397644
	Iteration 1F: 3 clusters Score -3576.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3578.889648 Penalty: 406.397644
	Iteration 2Q: 3 clusters Score -3578.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3578.889648 Penalty: 406.397644
	Iteration 3F: 3 clusters Score -3578.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -447115.218750 Penalty: 409.217896
	Iteration 0F: 2 clusters Score -447115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -441688.156250 Penalty: 818.435791
	Iteration 0F: 3 clusters Score -441688.2 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -444000.468750 Penalty: 818.435791
	Iteration 1F: 3 clusters Score -444000.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -444278.781250 Penalty: 818.435791
	Iteration 2F: 3 clusters Score -444278.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -444552.406250 Penalty: 818.435791
	Iteration 3F: 3 clusters Score -444552.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -444762.062500 Penalty: 818.435791
	Iteration 4F: 3 clusters Score -444762.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -444930.062500 Penalty: 818.435791
	Iteration 5Q: 3 clusters Score -444930.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -445085.781250 Penalty: 818.435791
	Iteration 6Q: 3 clusters Score -445085.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -445241.000000 Penalty: 818.435791
	Iteration 7Q: 3 clusters Score -445241 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -445409.968750 Penalty: 818.435791
	Iteration 8Q: 3 clusters Score -445410 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -445550.218750 Penalty: 818.435791
	Iteration 9Q: 3 clusters Score -445550.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -445635.562500 Penalty: 818.435791
	Iteration 10Q: 3 clusters Score -445635.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -445702.250000 Penalty: 818.435791
	Iteration 11Q: 3 clusters Score -445702.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -445762.156250 Penalty: 818.435791
	Iteration 12Q: 3 clusters Score -445762.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -445811.593750 Penalty: 818.435791
	Iteration 13Q: 3 clusters Score -445811.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -445854.500000 Penalty: 818.435791
	Iteration 14Q: 3 clusters Score -445854.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -445905.406250 Penalty: 818.435791
	Iteration 15Q: 3 clusters Score -445905.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -445945.375000 Penalty: 818.435791
	Iteration 16Q: 3 clusters Score -445945.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -445981.750000 Penalty: 818.435791
	Iteration 17Q: 3 clusters Score -445981.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -446013.437500 Penalty: 818.435791
	Iteration 18Q: 3 clusters Score -446013.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -446039.125000 Penalty: 818.435791
	Iteration 19Q: 3 clusters Score -446039.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -446059.343750 Penalty: 818.435791
	Iteration 20F: 3 clusters Score -446059.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -446078.593750 Penalty: 818.435791
	Iteration 21Q: 3 clusters Score -446078.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -446094.281250 Penalty: 818.435791
	Iteration 22Q: 3 clusters Score -446094.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -446112.750000 Penalty: 818.435791
	Iteration 23Q: 3 clusters Score -446112.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -446130.562500 Penalty: 818.435791
	Iteration 24Q: 3 clusters Score -446130.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -446153.375000 Penalty: 818.435791
	Iteration 25Q: 3 clusters Score -446153.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -446176.968750 Penalty: 818.435791
	Iteration 26Q: 3 clusters Score -446177 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -446202.156250 Penalty: 818.435791
	Iteration 27Q: 3 clusters Score -446202.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -446240.656250 Penalty: 818.435791
	Iteration 28Q: 3 clusters Score -446240.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -446278.406250 Penalty: 818.435791
	Iteration 29Q: 3 clusters Score -446278.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -446317.093750 Penalty: 818.435791
	Iteration 30Q: 3 clusters Score -446317.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -446351.781250 Penalty: 818.435791
	Iteration 31Q: 3 clusters Score -446351.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -446378.937500 Penalty: 818.435791
	Iteration 32Q: 3 clusters Score -446378.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -446410.718750 Penalty: 818.435791
	Iteration 33Q: 3 clusters Score -446410.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -446447.562500 Penalty: 818.435791
	Iteration 34Q: 3 clusters Score -446447.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -446482.218750 Penalty: 818.435791
	Iteration 35Q: 3 clusters Score -446482.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -446514.187500 Penalty: 818.435791
	Iteration 36Q: 3 clusters Score -446514.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -446543.875000 Penalty: 818.435791
	Iteration 37Q: 3 clusters Score -446543.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -446569.281250 Penalty: 818.435791
	Iteration 38Q: 3 clusters Score -446569.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -446598.812500 Penalty: 818.435791
	Iteration 39Q: 3 clusters Score -446598.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -446620.375000 Penalty: 818.435791
	Iteration 40F: 3 clusters Score -446620.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -446641.312500 Penalty: 818.435791
	Iteration 41Q: 3 clusters Score -446641.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -446663.437500 Penalty: 818.435791
	Iteration 42Q: 3 clusters Score -446663.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -446688.593750 Penalty: 818.435791
	Iteration 43Q: 3 clusters Score -446688.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -446717.218750 Penalty: 818.435791
	Iteration 44Q: 3 clusters Score -446717.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -446744.875000 Penalty: 818.435791
	Iteration 45Q: 3 clusters Score -446744.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -446772.187500 Penalty: 818.435791
	Iteration 46Q: 3 clusters Score -446772.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -446799.093750 Penalty: 818.435791
	Iteration 47Q: 3 clusters Score -446799.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -446822.812500 Penalty: 818.435791
	Iteration 48Q: 3 clusters Score -446822.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -446839.656250 Penalty: 818.435791
	Iteration 49Q: 3 clusters Score -446839.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -446853.468750 Penalty: 818.435791
	Iteration 50Q: 3 clusters Score -446853.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -446864.156250 Penalty: 818.435791
	Iteration 51Q: 3 clusters Score -446864.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -446870.281250 Penalty: 818.435791
	Iteration 52Q: 3 clusters Score -446870.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -446874.906250 Penalty: 818.435791
	Iteration 53Q: 3 clusters Score -446874.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -446880.843750 Penalty: 818.435791
	Iteration 54Q: 3 clusters Score -446880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -446881.500000 Penalty: 818.435791
	Iteration 55Q: 3 clusters Score -446881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -446881.281250 Penalty: 818.435791
	Iteration 56Q: 3 clusters Score -446881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -446881.656250 Penalty: 818.435791
	Iteration 57Q: 3 clusters Score -446881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -446883.093750 Penalty: 818.435791
	Iteration 58Q: 3 clusters Score -446883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -446884.250000 Penalty: 818.435791
	Iteration 59Q: 3 clusters Score -446884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -446885.156250 Penalty: 818.435791
	Iteration 60F: 3 clusters Score -446885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -446885.968750 Penalty: 818.435791
	Iteration 61Q: 3 clusters Score -446886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -446886.437500 Penalty: 818.435791
	Iteration 62Q: 3 clusters Score -446886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -446887.281250 Penalty: 818.435791
	Iteration 63Q: 3 clusters Score -446887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -446888.250000 Penalty: 818.435791
	Iteration 64Q: 3 clusters Score -446888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -446888.593750 Penalty: 818.435791
	Iteration 65Q: 3 clusters Score -446888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -446889.843750 Penalty: 818.435791
	Iteration 66Q: 3 clusters Score -446889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -446889.750000 Penalty: 818.435791
	Iteration 67Q: 3 clusters Score -446889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -446890.343750 Penalty: 818.435791
	Iteration 68Q: 3 clusters Score -446890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -446890.468750 Penalty: 818.435791
	Iteration 69Q: 3 clusters Score -446890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -446891.093750 Penalty: 818.435791
	Iteration 70Q: 3 clusters Score -446891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -446890.843750 Penalty: 818.435791
	Iteration 71Q: 3 clusters Score -446890.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -446890.843750 Penalty: 818.435791
	Iteration 72F: 3 clusters Score -446890.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Entering Unmasked Estep 
Score: -1387568.250000 Penalty: 441.518097
	Iteration 0F: 2 clusters Score -1387568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1378980.375000 Penalty: 883.036194
	Iteration 0F: 3 clusters Score -1378980 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1383386.375000 Penalty: 883.036194
	Iteration 1F: 3 clusters Score -1383386 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1383664.125000 Penalty: 883.036194
	Iteration 2F: 3 clusters Score -1383664 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1384090.500000 Penalty: 883.036194
	Iteration 3F: 3 clusters Score -1384090 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1384660.375000 Penalty: 883.036194
	Iteration 4F: 3 clusters Score -1384660 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1385263.000000 Penalty: 883.036194
	Iteration 5F: 3 clusters Score -1385263 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1385880.625000 Penalty: 883.036194
	Iteration 6F: 3 clusters Score -1385881 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1386306.000000 Penalty: 883.036194
	Iteration 7F: 3 clusters Score -1386306 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1386550.125000 Penalty: 883.036194
	Iteration 8Q: 3 clusters Score -1386550 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1386658.500000 Penalty: 883.036194
	Iteration 9Q: 3 clusters Score -1386658 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1386709.500000 Penalty: 883.036194
	Iteration 10Q: 3 clusters Score -1386710 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1386744.125000 Penalty: 883.036194
	Iteration 11Q: 3 clusters Score -1386744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1386769.125000 Penalty: 883.036194
	Iteration 12Q: 3 clusters Score -1386769 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1386793.125000 Penalty: 883.036194
	Iteration 13Q: 3 clusters Score -1386793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1386818.250000 Penalty: 883.036194
	Iteration 14Q: 3 clusters Score -1386818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1386829.500000 Penalty: 883.036194
	Iteration 15Q: 3 clusters Score -1386830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1386863.625000 Penalty: 883.036194
	Iteration 16Q: 3 clusters Score -1386864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1386879.125000 Penalty: 883.036194
	Iteration 17Q: 3 clusters Score -1386879 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1386892.000000 Penalty: 883.036194
	Iteration 18Q: 3 clusters Score -1386892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1386908.750000 Penalty: 883.036194
	Iteration 19Q: 3 clusters Score -1386909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1386922.000000 Penalty: 883.036194
	Iteration 20F: 3 clusters Score -1386922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1386961.000000 Penalty: 883.036194
	Iteration 21Q: 3 clusters Score -1386961 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1386988.750000 Penalty: 883.036194
	Iteration 22Q: 3 clusters Score -1386989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1387014.500000 Penalty: 883.036194
	Iteration 23Q: 3 clusters Score -1387014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1387046.250000 Penalty: 883.036194
	Iteration 24Q: 3 clusters Score -1387046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1387075.500000 Penalty: 883.036194
	Iteration 25Q: 3 clusters Score -1387076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1387091.125000 Penalty: 883.036194
	Iteration 26Q: 3 clusters Score -1387091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1387111.875000 Penalty: 883.036194
	Iteration 27Q: 3 clusters Score -1387112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1387128.375000 Penalty: 883.036194
	Iteration 28Q: 3 clusters Score -1387128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1387148.375000 Penalty: 883.036194
	Iteration 29Q: 3 clusters Score -1387148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1387156.125000 Penalty: 883.036194
	Iteration 30Q: 3 clusters Score -1387156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1387160.750000 Penalty: 883.036194
	Iteration 31Q: 3 clusters Score -1387161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1387169.125000 Penalty: 883.036194
	Iteration 32Q: 3 clusters Score -1387169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1387169.000000 Penalty: 883.036194
	Iteration 33Q: 3 clusters Score -1387169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1387167.500000 Penalty: 883.036194
	Iteration 34Q: 3 clusters Score -1387168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1387170.750000 Penalty: 883.036194
	Iteration 35Q: 3 clusters Score -1387171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1387169.750000 Penalty: 883.036194
	Iteration 36Q: 3 clusters Score -1387170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1387171.250000 Penalty: 883.036194
	Iteration 37Q: 3 clusters Score -1387171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1387168.875000 Penalty: 883.036194
	Iteration 38Q: 3 clusters Score -1387169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1387171.625000 Penalty: 883.036194
	Iteration 39Q: 3 clusters Score -1387172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1387171.750000 Penalty: 883.036194
	Iteration 40F: 3 clusters Score -1387172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1387177.875000 Penalty: 883.036194
	Iteration 41Q: 3 clusters Score -1387178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1387190.875000 Penalty: 883.036194
	Iteration 42Q: 3 clusters Score -1387191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1387188.625000 Penalty: 883.036194
	Iteration 43Q: 3 clusters Score -1387189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1387190.750000 Penalty: 883.036194
	Iteration 44Q: 3 clusters Score -1387191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1387194.625000 Penalty: 883.036194
	Iteration 45Q: 3 clusters Score -1387195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1387195.875000 Penalty: 883.036194
	Iteration 46Q: 3 clusters Score -1387196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1387192.000000 Penalty: 883.036194
	Iteration 47Q: 3 clusters Score -1387192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1387191.500000 Penalty: 883.036194
	Iteration 48Q: 3 clusters Score -1387192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1387194.000000 Penalty: 883.036194
	Iteration 49Q: 3 clusters Score -1387194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1387194.000000 Penalty: 883.036194
	Iteration 50Q: 3 clusters Score -1387194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1387194.000000 Penalty: 883.036194
	Iteration 51F: 3 clusters Score -1387194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -24347.890625 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -24347.89 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 176 members 
Entering Unmasked Estep 
Score: -23986.808594 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -23986.81 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24109.859375 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -24109.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24162.828125 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -24162.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24205.808594 Penalty: 530.967773
	Iteration 3F: 3 clusters Score -24205.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24229.562500 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -24229.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24243.564453 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -24243.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24253.593750 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -24253.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24270.279297 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -24270.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24279.107422 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -24279.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24285.535156 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -24285.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24287.632812 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -24287.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24287.632812 Penalty: 530.967773
	Iteration 11F: 3 clusters Score -24287.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Entering Unmasked Estep 
Score: -1974.867310 Penalty: 165.510162
	Iteration 0F: 2 clusters Score -1974.867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1883.453369 Penalty: 331.020325
	Iteration 0F: 3 clusters Score -1883.453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1888.905518 Penalty: 331.020325
	Iteration 1Q: 3 clusters Score -1888.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1888.905518 Penalty: 331.020325
	Iteration 2F: 3 clusters Score -1888.906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -91931.335938 Penalty: 332.842438
	Iteration 0F: 2 clusters Score -91931.34 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 719 members 
Entering Unmasked Estep 
Score: -90803.179688 Penalty: 665.684875
	Iteration 0F: 3 clusters Score -90803.18 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -91140.617188 Penalty: 665.684875
	Iteration 1F: 3 clusters Score -91140.62 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91229.789062 Penalty: 665.684875
	Iteration 2F: 3 clusters Score -91229.79 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91314.625000 Penalty: 665.684875
	Iteration 3F: 3 clusters Score -91314.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91380.414062 Penalty: 665.684875
	Iteration 4F: 3 clusters Score -91380.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91435.875000 Penalty: 665.684875
	Iteration 5Q: 3 clusters Score -91435.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -91471.617188 Penalty: 665.684875
	Iteration 6Q: 3 clusters Score -91471.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -91511.171875 Penalty: 665.684875
	Iteration 7Q: 3 clusters Score -91511.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -91547.484375 Penalty: 665.684875
	Iteration 8Q: 3 clusters Score -91547.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -91578.148438 Penalty: 665.684875
	Iteration 9Q: 3 clusters Score -91578.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -91595.734375 Penalty: 665.684875
	Iteration 10Q: 3 clusters Score -91595.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -91607.843750 Penalty: 665.684875
	Iteration 11Q: 3 clusters Score -91607.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -91616.335938 Penalty: 665.684875
	Iteration 12Q: 3 clusters Score -91616.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -91622.281250 Penalty: 665.684875
	Iteration 13Q: 3 clusters Score -91622.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -91628.617188 Penalty: 665.684875
	Iteration 14Q: 3 clusters Score -91628.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -91633.398438 Penalty: 665.684875
	Iteration 15Q: 3 clusters Score -91633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -91638.960938 Penalty: 665.684875
	Iteration 16Q: 3 clusters Score -91638.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -91642.039062 Penalty: 665.684875
	Iteration 17Q: 3 clusters Score -91642.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -91649.679688 Penalty: 665.684875
	Iteration 18Q: 3 clusters Score -91649.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -91652.000000 Penalty: 665.684875
	Iteration 19Q: 3 clusters Score -91652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -91652.000000 Penalty: 665.684875
	Iteration 20F: 3 clusters Score -91652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -14189.661133 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -14189.66 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 138 members 
Entering Unmasked Estep 
Score: -13844.354492 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13844.35 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13918.671875 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13918.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13928.875977 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13928.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13935.277344 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -13935.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13940.487305 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -13940.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13947.367188 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -13947.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13947.367188 Penalty: 509.118713
	Iteration 6F: 3 clusters Score -13947.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -47733.980469 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -47733.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -46994.878906 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -46994.88 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -47236.453125 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -47236.45 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -47323.367188 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -47323.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -47354.933594 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -47354.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47375.503906 Penalty: 618.916748
	Iteration 4Q: 3 clusters Score -47375.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -47389.875000 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -47389.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -47400.296875 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -47400.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47410.097656 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -47410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47418.296875 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -47418.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -47427.550781 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -47427.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -47435.183594 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -47435.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47441.839844 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -47441.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -47445.949219 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -47445.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -47452.628906 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -47452.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -47477.085938 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -47477.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -47491.527344 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -47491.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -47502.957031 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -47502.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -47515.085938 Penalty: 618.916748
	Iteration 17Q: 3 clusters Score -47515.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47532.242188 Penalty: 618.916748
	Iteration 18Q: 3 clusters Score -47532.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47554.796875 Penalty: 618.916748
	Iteration 19Q: 3 clusters Score -47554.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47577.171875 Penalty: 618.916748
	Iteration 20F: 3 clusters Score -47577.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47595.503906 Penalty: 618.916748
	Iteration 21Q: 3 clusters Score -47595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47602.730469 Penalty: 618.916748
	Iteration 22Q: 3 clusters Score -47602.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47605.718750 Penalty: 618.916748
	Iteration 23Q: 3 clusters Score -47605.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47607.000000 Penalty: 618.916748
	Iteration 24Q: 3 clusters Score -47607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47607.289062 Penalty: 618.916748
	Iteration 25Q: 3 clusters Score -47607.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47607.437500 Penalty: 618.916748
	Iteration 26Q: 3 clusters Score -47607.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47608.621094 Penalty: 618.916748
	Iteration 27Q: 3 clusters Score -47608.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47608.953125 Penalty: 618.916748
	Iteration 28Q: 3 clusters Score -47608.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47609.351562 Penalty: 618.916748
	Iteration 29Q: 3 clusters Score -47609.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47609.746094 Penalty: 618.916748
	Iteration 30Q: 3 clusters Score -47609.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47609.980469 Penalty: 618.916748
	Iteration 31Q: 3 clusters Score -47609.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47610.136719 Penalty: 618.916748
	Iteration 32Q: 3 clusters Score -47610.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47610.238281 Penalty: 618.916748
	Iteration 33Q: 3 clusters Score -47610.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47610.238281 Penalty: 618.916748
	Iteration 34F: 3 clusters Score -47610.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -134447.671875 Penalty: 353.275482
	Iteration 0F: 2 clusters Score -134447.7 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 1204 members 
Entering Unmasked Estep 
Score: -132797.437500 Penalty: 706.550964
	Iteration 0F: 3 clusters Score -132797.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -133368.718750 Penalty: 706.550964
	Iteration 1F: 3 clusters Score -133368.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -133509.406250 Penalty: 706.550964
	Iteration 2F: 3 clusters Score -133509.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -133664.609375 Penalty: 706.550964
	Iteration 3F: 3 clusters Score -133664.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -133827.390625 Penalty: 706.550964
	Iteration 4F: 3 clusters Score -133827.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -133943.828125 Penalty: 706.550964
	Iteration 5F: 3 clusters Score -133943.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -134035.406250 Penalty: 706.550964
	Iteration 6F: 3 clusters Score -134035.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -134127.625000 Penalty: 706.550964
	Iteration 7F: 3 clusters Score -134127.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134193.500000 Penalty: 706.550964
	Iteration 8Q: 3 clusters Score -134193.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134234.562500 Penalty: 706.550964
	Iteration 9Q: 3 clusters Score -134234.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -134251.437500 Penalty: 706.550964
	Iteration 10Q: 3 clusters Score -134251.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -134260.937500 Penalty: 706.550964
	Iteration 11Q: 3 clusters Score -134260.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134267.890625 Penalty: 706.550964
	Iteration 12Q: 3 clusters Score -134267.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134270.015625 Penalty: 706.550964
	Iteration 13Q: 3 clusters Score -134270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134271.343750 Penalty: 706.550964
	Iteration 14Q: 3 clusters Score -134271.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -134272.140625 Penalty: 706.550964
	Iteration 15Q: 3 clusters Score -134272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -134272.703125 Penalty: 706.550964
	Iteration 16Q: 3 clusters Score -134272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -134272.687500 Penalty: 706.550964
	Iteration 17Q: 3 clusters Score -134272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134272.640625 Penalty: 706.550964
	Iteration 18Q: 3 clusters Score -134272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134273.093750 Penalty: 706.550964
	Iteration 19Q: 3 clusters Score -134273.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134273.093750 Penalty: 706.550964
	Iteration 20F: 3 clusters Score -134273.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -10868.871094 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10868.87 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 102 members 
Entering Unmasked Estep 
Score: -10580.571289 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10580.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10660.435547 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10660.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10690.837891 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10690.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10707.581055 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10707.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10716.005859 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10716.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10727.792969 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10727.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10731.423828 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10731.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10731.423828 Penalty: 476.030884
	Iteration 7F: 3 clusters Score -10731.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -25504.824219 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -25504.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25060.277344 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -25060.28 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25169.445312 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -25169.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25208.400391 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -25208.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25240.513672 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -25240.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25275.724609 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -25275.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25315.478516 Penalty: 557.146851
	Iteration 5F: 3 clusters Score -25315.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25374.847656 Penalty: 557.146851
	Iteration 6F: 3 clusters Score -25374.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25401.474609 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -25401.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25422.919922 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -25422.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25451.833984 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -25451.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25457.035156 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -25457.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25457.583984 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -25457.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25457.888672 Penalty: 557.146851
	Iteration 12Q: 3 clusters Score -25457.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25457.888672 Penalty: 557.146851
	Iteration 13F: 3 clusters Score -25457.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -23599.167969 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -23599.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23115.912109 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -23115.91 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23243.572266 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -23243.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23301.242188 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -23301.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23341.328125 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -23341.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23380.357422 Penalty: 569.098450
	Iteration 4F: 3 clusters Score -23380.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23400.978516 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -23400.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -23412.576172 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -23412.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23424.992188 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -23424.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23435.712891 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -23435.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23444.046875 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -23444.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23451.730469 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -23451.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23454.486328 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -23454.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23456.503906 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -23456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23457.910156 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -23457.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23458.359375 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -23458.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23458.359375 Penalty: 569.098450
	Iteration 15F: 3 clusters Score -23458.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Entering Unmasked Estep 
Score: -2283569.000000 Penalty: 477.506927
	Iteration 0F: 2 clusters Score -2283569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2259378.250000 Penalty: 955.013855
	Iteration 0F: 3 clusters Score -2259378 nChanged 17482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2270066.250000 Penalty: 955.013855
	Iteration 1F: 3 clusters Score -2270066 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2271093.500000 Penalty: 955.013855
	Iteration 2F: 3 clusters Score -2271094 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2272757.750000 Penalty: 955.013855
	Iteration 3F: 3 clusters Score -2272758 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2274977.000000 Penalty: 955.013855
	Iteration 4F: 3 clusters Score -2274977 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2277162.750000 Penalty: 955.013855
	Iteration 5F: 3 clusters Score -2277163 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2278392.500000 Penalty: 955.013855
	Iteration 6F: 3 clusters Score -2278392 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2278850.750000 Penalty: 955.013855
	Iteration 7Q: 3 clusters Score -2278851 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2279076.000000 Penalty: 955.013855
	Iteration 8Q: 3 clusters Score -2279076 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2279257.750000 Penalty: 955.013855
	Iteration 9Q: 3 clusters Score -2279258 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2279419.000000 Penalty: 955.013855
	Iteration 10Q: 3 clusters Score -2279419 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2279579.750000 Penalty: 955.013855
	Iteration 11Q: 3 clusters Score -2279580 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2279750.500000 Penalty: 955.013855
	Iteration 12Q: 3 clusters Score -2279750 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2279920.000000 Penalty: 955.013855
	Iteration 13Q: 3 clusters Score -2279920 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2280096.250000 Penalty: 955.013855
	Iteration 14Q: 3 clusters Score -2280096 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2280270.500000 Penalty: 955.013855
	Iteration 15Q: 3 clusters Score -2280270 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2280437.500000 Penalty: 955.013855
	Iteration 16Q: 3 clusters Score -2280438 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2280629.250000 Penalty: 955.013855
	Iteration 17Q: 3 clusters Score -2280629 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2280810.000000 Penalty: 955.013855
	Iteration 18Q: 3 clusters Score -2280810 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2280965.750000 Penalty: 955.013855
	Iteration 19Q: 3 clusters Score -2280966 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2281060.000000 Penalty: 955.013855
	Iteration 20F: 3 clusters Score -2281060 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2281144.250000 Penalty: 955.013855
	Iteration 21Q: 3 clusters Score -2281144 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2281205.000000 Penalty: 955.013855
	Iteration 22Q: 3 clusters Score -2281205 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2281246.750000 Penalty: 955.013855
	Iteration 23Q: 3 clusters Score -2281247 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2281273.500000 Penalty: 955.013855
	Iteration 24Q: 3 clusters Score -2281274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2281294.000000 Penalty: 955.013855
	Iteration 25Q: 3 clusters Score -2281294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2281304.000000 Penalty: 955.013855
	Iteration 26Q: 3 clusters Score -2281304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2281325.750000 Penalty: 955.013855
	Iteration 27Q: 3 clusters Score -2281326 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2281341.750000 Penalty: 955.013855
	Iteration 28Q: 3 clusters Score -2281342 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2281364.250000 Penalty: 955.013855
	Iteration 29Q: 3 clusters Score -2281364 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2281373.000000 Penalty: 955.013855
	Iteration 30Q: 3 clusters Score -2281373 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2281383.500000 Penalty: 955.013855
	Iteration 31Q: 3 clusters Score -2281384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2281396.500000 Penalty: 955.013855
	Iteration 32Q: 3 clusters Score -2281396 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2281420.000000 Penalty: 955.013855
	Iteration 33Q: 3 clusters Score -2281420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2281421.750000 Penalty: 955.013855
	Iteration 34Q: 3 clusters Score -2281422 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2281436.000000 Penalty: 955.013855
	Iteration 35Q: 3 clusters Score -2281436 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2281447.000000 Penalty: 955.013855
	Iteration 36Q: 3 clusters Score -2281447 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2281477.250000 Penalty: 955.013855
	Iteration 37Q: 3 clusters Score -2281477 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2281507.500000 Penalty: 955.013855
	Iteration 38Q: 3 clusters Score -2281508 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2281531.500000 Penalty: 955.013855
	Iteration 39Q: 3 clusters Score -2281532 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2281552.250000 Penalty: 955.013855
	Iteration 40F: 3 clusters Score -2281552 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2281557.000000 Penalty: 955.013855
	Iteration 41Q: 3 clusters Score -2281557 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2281583.000000 Penalty: 955.013855
	Iteration 42Q: 3 clusters Score -2281583 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2281607.250000 Penalty: 955.013855
	Iteration 43Q: 3 clusters Score -2281607 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2281604.750000 Penalty: 955.013855
	Iteration 44Q: 3 clusters Score -2281605 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2281612.250000 Penalty: 955.013855
	Iteration 45Q: 3 clusters Score -2281612 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2281634.000000 Penalty: 955.013855
	Iteration 46Q: 3 clusters Score -2281634 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2281644.000000 Penalty: 955.013855
	Iteration 47Q: 3 clusters Score -2281644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2281659.750000 Penalty: 955.013855
	Iteration 48Q: 3 clusters Score -2281660 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2281677.500000 Penalty: 955.013855
	Iteration 49Q: 3 clusters Score -2281678 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2281707.250000 Penalty: 955.013855
	Iteration 50Q: 3 clusters Score -2281707 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2281730.250000 Penalty: 955.013855
	Iteration 51Q: 3 clusters Score -2281730 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2281754.000000 Penalty: 955.013855
	Iteration 52Q: 3 clusters Score -2281754 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2281786.500000 Penalty: 955.013855
	Iteration 53Q: 3 clusters Score -2281786 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2281814.000000 Penalty: 955.013855
	Iteration 54Q: 3 clusters Score -2281814 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2281843.750000 Penalty: 955.013855
	Iteration 55Q: 3 clusters Score -2281844 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2281877.750000 Penalty: 955.013855
	Iteration 56Q: 3 clusters Score -2281878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2281893.500000 Penalty: 955.013855
	Iteration 57Q: 3 clusters Score -2281894 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2281920.500000 Penalty: 955.013855
	Iteration 58Q: 3 clusters Score -2281920 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2281945.750000 Penalty: 955.013855
	Iteration 59Q: 3 clusters Score -2281946 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2281967.750000 Penalty: 955.013855
	Iteration 60F: 3 clusters Score -2281968 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2282002.250000 Penalty: 955.013855
	Iteration 61Q: 3 clusters Score -2282002 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2282017.000000 Penalty: 955.013855
	Iteration 62Q: 3 clusters Score -2282017 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2282040.750000 Penalty: 955.013855
	Iteration 63Q: 3 clusters Score -2282041 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2282064.000000 Penalty: 955.013855
	Iteration 64Q: 3 clusters Score -2282064 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2282076.250000 Penalty: 955.013855
	Iteration 65Q: 3 clusters Score -2282076 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2282107.000000 Penalty: 955.013855
	Iteration 66Q: 3 clusters Score -2282107 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2282131.250000 Penalty: 955.013855
	Iteration 67Q: 3 clusters Score -2282131 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2282127.000000 Penalty: 955.013855
	Iteration 68Q: 3 clusters Score -2282127 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2282136.250000 Penalty: 955.013855
	Iteration 69Q: 3 clusters Score -2282136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2282160.500000 Penalty: 955.013855
	Iteration 70Q: 3 clusters Score -2282160 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2282187.000000 Penalty: 955.013855
	Iteration 71Q: 3 clusters Score -2282187 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2282209.750000 Penalty: 955.013855
	Iteration 72Q: 3 clusters Score -2282210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2282222.500000 Penalty: 955.013855
	Iteration 73Q: 3 clusters Score -2282222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2282250.500000 Penalty: 955.013855
	Iteration 74Q: 3 clusters Score -2282250 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2282281.750000 Penalty: 955.013855
	Iteration 75Q: 3 clusters Score -2282282 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2282304.000000 Penalty: 955.013855
	Iteration 76Q: 3 clusters Score -2282304 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2282326.500000 Penalty: 955.013855
	Iteration 77Q: 3 clusters Score -2282326 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2282337.250000 Penalty: 955.013855
	Iteration 78Q: 3 clusters Score -2282337 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2282357.000000 Penalty: 955.013855
	Iteration 79Q: 3 clusters Score -2282357 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2282369.000000 Penalty: 955.013855
	Iteration 80F: 3 clusters Score -2282369 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2282383.250000 Penalty: 955.013855
	Iteration 81Q: 3 clusters Score -2282383 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2282384.500000 Penalty: 955.013855
	Iteration 82Q: 3 clusters Score -2282384 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2282416 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2282433 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2282440 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2282457 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2282495 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30020 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2282533 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2282544 nChanged 74
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Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2282545 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2282554 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30523 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2282567 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30590 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30663 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2282572 nChanged 74
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Mstep: Class 1 contains 30737 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2282576 nChanged 68
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Mstep: Class 1 contains 30805 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2282577 nChanged 62
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Mstep: Class 1 contains 30867 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2282585 nChanged 63
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Mstep: Class 1 contains 30930 members 
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	Iteration 107Q: 3 clusters Score -2282587 nChanged 64
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Mstep: Class 1 contains 30994 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2282592 nChanged 65
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31120 members 
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	Iteration 111Q: 3 clusters Score -2282597 nChanged 57
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31328 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2282631 nChanged 46
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Mstep: Class 1 contains 31582 members 
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	Iteration 120F: 3 clusters Score -2282634 nChanged 48
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31672 members 
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	Iteration 122Q: 3 clusters Score -2282639 nChanged 48
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2282638 nChanged 42
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2282640 nChanged 42
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Mstep: Class 1 contains 31800 members 
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	Iteration 125Q: 3 clusters Score -2282644 nChanged 33
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	Iteration 126Q: 3 clusters Score -2282640 nChanged 31
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Mstep: Class 1 contains 31864 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2282644 nChanged 24
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Mstep: Class 1 contains 31888 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2282650 nChanged 22
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Mstep: Class 1 contains 31908 members 
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	Iteration 129Q: 3 clusters Score -2282646 nChanged 22
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Mstep: Class 1 contains 31930 members 
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	Iteration 130Q: 3 clusters Score -2282645 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31951 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2282641 nChanged 25
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	Iteration 132Q: 3 clusters Score -2282648 nChanged 26
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	Iteration 133Q: 3 clusters Score -2282647 nChanged 26
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	Iteration 134Q: 3 clusters Score -2282649 nChanged 30
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	Iteration 135Q: 3 clusters Score -2282654 nChanged 19
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	Iteration 136Q: 3 clusters Score -2282653 nChanged 20
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2282656 nChanged 17
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2282660 nChanged 18
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Mstep: Class 1 contains 32150 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2282652 nChanged 22
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	Iteration 141Q: 3 clusters Score -2282652 nChanged 17
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	Iteration 142Q: 3 clusters Score -2282652 nChanged 19
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	Iteration 143Q: 3 clusters Score -2282658 nChanged 15
Entering Unmasked Mstep 
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	Iteration 144Q: 3 clusters Score -2282658 nChanged 10
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	Iteration 145Q: 3 clusters Score -2282661 nChanged 19
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	Iteration 146Q: 3 clusters Score -2282662 nChanged 16
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	Iteration 147Q: 3 clusters Score -2282662 nChanged 21
Entering Unmasked Mstep 
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	Iteration 148Q: 3 clusters Score -2282662 nChanged 18
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	Iteration 149Q: 3 clusters Score -2282664 nChanged 17
Entering Unmasked Mstep 
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	Iteration 150Q: 3 clusters Score -2282664 nChanged 25
Entering Unmasked Mstep 
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	Iteration 151Q: 3 clusters Score -2282666 nChanged 28
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	Iteration 152Q: 3 clusters Score -2282672 nChanged 26
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	Iteration 153Q: 3 clusters Score -2282676 nChanged 20
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	Iteration 154Q: 3 clusters Score -2282675 nChanged 30
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	Iteration 155Q: 3 clusters Score -2282674 nChanged 28
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	Iteration 156Q: 3 clusters Score -2282676 nChanged 26
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	Iteration 157Q: 3 clusters Score -2282682 nChanged 18
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	Iteration 158Q: 3 clusters Score -2282682 nChanged 24
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	Iteration 159Q: 3 clusters Score -2282685 nChanged 30
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	Iteration 160F: 3 clusters Score -2282692 nChanged 29
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	Iteration 161Q: 3 clusters Score -2282688 nChanged 30
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	Iteration 162Q: 3 clusters Score -2282688 nChanged 31
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	Iteration 163Q: 3 clusters Score -2282695 nChanged 31
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	Iteration 164Q: 3 clusters Score -2282692 nChanged 19
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	Iteration 165Q: 3 clusters Score -2282694 nChanged 20
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	Iteration 172Q: 3 clusters Score -2282701 nChanged 14
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	Iteration 174Q: 3 clusters Score -2282702 nChanged 16
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Entering Unmasked Estep 
Score: -2282702.750000 Penalty: 955.013855
	Iteration 175Q: 3 clusters Score -2282703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2282705.000000 Penalty: 955.013855
	Iteration 176Q: 3 clusters Score -2282705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2282701.000000 Penalty: 955.013855
	Iteration 177Q: 3 clusters Score -2282701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2282702.000000 Penalty: 955.013855
	Iteration 178Q: 3 clusters Score -2282702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2282703.000000 Penalty: 955.013855
	Iteration 179Q: 3 clusters Score -2282703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2282704.250000 Penalty: 955.013855
	Iteration 180F: 3 clusters Score -2282704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2282704.250000 Penalty: 955.013855
	Iteration 181Q: 3 clusters Score -2282704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2282704.500000 Penalty: 955.013855
	Iteration 182Q: 3 clusters Score -2282704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2282705.500000 Penalty: 955.013855
	Iteration 183Q: 3 clusters Score -2282706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2282705.750000 Penalty: 955.013855
	Iteration 184Q: 3 clusters Score -2282706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2282705.750000 Penalty: 955.013855
	Iteration 185F: 3 clusters Score -2282706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -24734.820312 Penalty: 268.941254
	Iteration 0F: 2 clusters Score -24734.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24328.548828 Penalty: 537.882507
	Iteration 0F: 3 clusters Score -24328.55 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24439.437500 Penalty: 537.882507
	Iteration 1F: 3 clusters Score -24439.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24477.511719 Penalty: 537.882507
	Iteration 2F: 3 clusters Score -24477.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24491.947266 Penalty: 537.882507
	Iteration 3Q: 3 clusters Score -24491.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24500.136719 Penalty: 537.882507
	Iteration 4Q: 3 clusters Score -24500.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24510.302734 Penalty: 537.882507
	Iteration 5Q: 3 clusters Score -24510.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24522.716797 Penalty: 537.882507
	Iteration 6Q: 3 clusters Score -24522.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24547.308594 Penalty: 537.882507
	Iteration 7Q: 3 clusters Score -24547.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24565.347656 Penalty: 537.882507
	Iteration 8Q: 3 clusters Score -24565.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24576.929688 Penalty: 537.882507
	Iteration 9Q: 3 clusters Score -24576.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24589.253906 Penalty: 537.882507
	Iteration 10Q: 3 clusters Score -24589.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24595.660156 Penalty: 537.882507
	Iteration 11Q: 3 clusters Score -24595.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24606.015625 Penalty: 537.882507
	Iteration 12Q: 3 clusters Score -24606.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24612.183594 Penalty: 537.882507
	Iteration 13Q: 3 clusters Score -24612.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24621.000000 Penalty: 537.882507
	Iteration 14Q: 3 clusters Score -24621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24627.617188 Penalty: 537.882507
	Iteration 15Q: 3 clusters Score -24627.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24630.037109 Penalty: 537.882507
	Iteration 16Q: 3 clusters Score -24630.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24632.556641 Penalty: 537.882507
	Iteration 17Q: 3 clusters Score -24632.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24633.503906 Penalty: 537.882507
	Iteration 18Q: 3 clusters Score -24633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24633.503906 Penalty: 537.882507
	Iteration 19F: 3 clusters Score -24633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -45486.527344 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -45486.53 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 408 members 
Entering Unmasked Estep 
Score: -44802.328125 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -44802.33 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -44971.496094 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -44971.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -45027.097656 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -45027.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45064.019531 Penalty: 610.213135
	Iteration 3F: 3 clusters Score -45064.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45097.933594 Penalty: 610.213135
	Iteration 4F: 3 clusters Score -45097.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45126.648438 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -45126.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45159.199219 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -45159.2 nChanged 28
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: -45195.253906 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -45195.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45213.000000 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -45213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45235.054688 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -45235.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45255.648438 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -45255.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45277.554688 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -45277.55 nChanged 21
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: -45291.902344 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -45291.9 nChanged 13
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: -45298.011719 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -45298.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45301.714844 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -45301.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45306.894531 Penalty: 610.213135
	Iteration 15Q: 3 clusters Score -45306.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45307.910156 Penalty: 610.213135
	Iteration 16Q: 3 clusters Score -45307.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45308.960938 Penalty: 610.213135
	Iteration 17Q: 3 clusters Score -45308.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45309.742188 Penalty: 610.213135
	Iteration 18Q: 3 clusters Score -45309.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45310.066406 Penalty: 610.213135
	Iteration 19Q: 3 clusters Score -45310.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45310.066406 Penalty: 610.213135
	Iteration 20F: 3 clusters Score -45310.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -32569.257812 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -32569.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32124.441406 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -32124.44 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32298.462891 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -32298.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32347.185547 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -32347.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32395.257812 Penalty: 558.336426
	Iteration 3Q: 3 clusters Score -32395.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32419.064453 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -32419.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32434.626953 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -32434.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32443.554688 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -32443.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32452.052734 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -32452.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32457.994141 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -32457.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32458.250000 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -32458.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32458.503906 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -32458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32458.503906 Penalty: 558.336426
	Iteration 11F: 3 clusters Score -32458.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -31279.927734 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -31279.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30817.917969 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -30817.92 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31011.037109 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -31011.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31108.865234 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -31108.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31158.894531 Penalty: 566.973816
	Iteration 3F: 3 clusters Score -31158.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31184.667969 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -31184.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -31205.679688 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -31205.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31210.123047 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -31210.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -31212.515625 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -31212.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -31214.318359 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -31214.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31215.302734 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -31215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31215.462891 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -31215.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -31215.546875 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -31215.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31216.384766 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -31216.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31216.841797 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -31216.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31217.050781 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -31217.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31217.050781 Penalty: 566.973816
	Iteration 15F: 3 clusters Score -31217.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -112940.875000 Penalty: 341.699677
	Iteration 0F: 2 clusters Score -112940.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -111570.656250 Penalty: 683.399353
	Iteration 0F: 3 clusters Score -111570.7 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -111999.875000 Penalty: 683.399353
	Iteration 1F: 3 clusters Score -111999.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -112049.140625 Penalty: 683.399353
	Iteration 2F: 3 clusters Score -112049.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -112082.500000 Penalty: 683.399353
	Iteration 3Q: 3 clusters Score -112082.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -112113.335938 Penalty: 683.399353
	Iteration 4Q: 3 clusters Score -112113.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -112141.937500 Penalty: 683.399353
	Iteration 5Q: 3 clusters Score -112141.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -112172.468750 Penalty: 683.399353
	Iteration 6Q: 3 clusters Score -112172.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -112212.304688 Penalty: 683.399353
	Iteration 7Q: 3 clusters Score -112212.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -112249.250000 Penalty: 683.399353
	Iteration 8Q: 3 clusters Score -112249.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112290.945312 Penalty: 683.399353
	Iteration 9Q: 3 clusters Score -112290.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112336.453125 Penalty: 683.399353
	Iteration 10Q: 3 clusters Score -112336.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112393.921875 Penalty: 683.399353
	Iteration 11Q: 3 clusters Score -112393.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112455.914062 Penalty: 683.399353
	Iteration 12Q: 3 clusters Score -112455.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -112527.289062 Penalty: 683.399353
	Iteration 13Q: 3 clusters Score -112527.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -112590.093750 Penalty: 683.399353
	Iteration 14Q: 3 clusters Score -112590.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -112621.242188 Penalty: 683.399353
	Iteration 15Q: 3 clusters Score -112621.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -112640.289062 Penalty: 683.399353
	Iteration 16Q: 3 clusters Score -112640.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -112648.710938 Penalty: 683.399353
	Iteration 17Q: 3 clusters Score -112648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -112651.578125 Penalty: 683.399353
	Iteration 18Q: 3 clusters Score -112651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -112656.164062 Penalty: 683.399353
	Iteration 19Q: 3 clusters Score -112656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -112656.992188 Penalty: 683.399353
	Iteration 20F: 3 clusters Score -112657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -112657.304688 Penalty: 683.399353
	Iteration 21Q: 3 clusters Score -112657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -112657.304688 Penalty: 683.399353
	Iteration 22F: 3 clusters Score -112657.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -7124.123047 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -7124.123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6887.925293 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -6887.925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6939.919434 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -6939.919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6960.340332 Penalty: 452.253021
	Iteration 2F: 3 clusters Score -6960.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6968.072266 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -6968.072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6977.155273 Penalty: 452.253021
	Iteration 4Q: 3 clusters Score -6977.155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6979.441406 Penalty: 452.253021
	Iteration 5Q: 3 clusters Score -6979.441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6981.695801 Penalty: 452.253021
	Iteration 6Q: 3 clusters Score -6981.696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6981.695801 Penalty: 452.253021
	Iteration 7F: 3 clusters Score -6981.696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -32057.566406 Penalty: 288.646576
	Iteration 0F: 2 clusters Score -32057.57 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 289 members 
Entering Unmasked Estep 
Score: -31524.650391 Penalty: 577.293152
	Iteration 0F: 3 clusters Score -31524.65 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31662.353516 Penalty: 577.293152
	Iteration 1F: 3 clusters Score -31662.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -31696.166016 Penalty: 577.293152
	Iteration 2F: 3 clusters Score -31696.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31708.234375 Penalty: 577.293152
	Iteration 3Q: 3 clusters Score -31708.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31721.337891 Penalty: 577.293152
	Iteration 4Q: 3 clusters Score -31721.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31727.804688 Penalty: 577.293152
	Iteration 5Q: 3 clusters Score -31727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31731.849609 Penalty: 577.293152
	Iteration 6Q: 3 clusters Score -31731.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31735.337891 Penalty: 577.293152
	Iteration 7Q: 3 clusters Score -31735.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31738.681641 Penalty: 577.293152
	Iteration 8Q: 3 clusters Score -31738.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31743.296875 Penalty: 577.293152
	Iteration 9Q: 3 clusters Score -31743.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31745.990234 Penalty: 577.293152
	Iteration 10Q: 3 clusters Score -31745.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31750.673828 Penalty: 577.293152
	Iteration 11Q: 3 clusters Score -31750.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31754.419922 Penalty: 577.293152
	Iteration 12Q: 3 clusters Score -31754.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31758.125000 Penalty: 577.293152
	Iteration 13Q: 3 clusters Score -31758.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31760.847656 Penalty: 577.293152
	Iteration 14Q: 3 clusters Score -31760.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31763.232422 Penalty: 577.293152
	Iteration 15Q: 3 clusters Score -31763.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31767.291016 Penalty: 577.293152
	Iteration 16Q: 3 clusters Score -31767.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31771.355469 Penalty: 577.293152
	Iteration 17Q: 3 clusters Score -31771.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31773.498047 Penalty: 577.293152
	Iteration 18Q: 3 clusters Score -31773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31776.671875 Penalty: 577.293152
	Iteration 19Q: 3 clusters Score -31776.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31776.671875 Penalty: 577.293152
	Iteration 20F: 3 clusters Score -31776.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -35770.785156 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -35770.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35311.375000 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -35311.38 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35445.867188 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -35445.87 nChanged 45
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: -35481.859375 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -35481.86 nChanged 14
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: -35498.199219 Penalty: 560.861633
	Iteration 3Q: 3 clusters Score -35498.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35519.222656 Penalty: 560.861633
	Iteration 4Q: 3 clusters Score -35519.22 nChanged 16
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: -35529.925781 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -35529.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35534.785156 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -35534.79 nChanged 13
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: -35541.613281 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -35541.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35545.171875 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -35545.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35550.472656 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -35550.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35555.632812 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -35555.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35566.882812 Penalty: 560.861633
	Iteration 11Q: 3 clusters Score -35566.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35575.988281 Penalty: 560.861633
	Iteration 12Q: 3 clusters Score -35575.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35591.699219 Penalty: 560.861633
	Iteration 13Q: 3 clusters Score -35591.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35605.769531 Penalty: 560.861633
	Iteration 14Q: 3 clusters Score -35605.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35614.492188 Penalty: 560.861633
	Iteration 15Q: 3 clusters Score -35614.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35617.031250 Penalty: 560.861633
	Iteration 16Q: 3 clusters Score -35617.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35618.410156 Penalty: 560.861633
	Iteration 17Q: 3 clusters Score -35618.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35619.726562 Penalty: 560.861633
	Iteration 18Q: 3 clusters Score -35619.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35621.464844 Penalty: 560.861633
	Iteration 19Q: 3 clusters Score -35621.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35621.464844 Penalty: 560.861633
	Iteration 20F: 3 clusters Score -35621.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -96024.796875 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -96024.8 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 805 members 
Entering Unmasked Estep 
Score: -94847.148438 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -94847.15 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -95166.851562 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -95166.85 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -95219.953125 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -95219.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -95279.328125 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -95279.33 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -95336.140625 Penalty: 670.058411
	Iteration 4F: 3 clusters Score -95336.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -95394.195312 Penalty: 670.058411
	Iteration 5F: 3 clusters Score -95394.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -95462.257812 Penalty: 670.058411
	Iteration 6F: 3 clusters Score -95462.26 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -95527.554688 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -95527.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -95585.796875 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -95585.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -95626.148438 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -95626.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -95658.656250 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -95658.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -95677.531250 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -95677.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -95688.726562 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -95688.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -95698.296875 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -95698.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -95710.460938 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -95710.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -95719.601562 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -95719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -95728.531250 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -95728.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -95732.632812 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -95732.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -95737.617188 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -95737.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -95747.718750 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -95747.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -95751.757812 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -95751.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -95753.210938 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -95753.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -95753.609375 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -95753.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -95753.609375 Penalty: 670.058411
	Iteration 23F: 3 clusters Score -95753.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (86 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Entering Unmasked Estep 
Score: -4250.821777 Penalty: 202.672791
	Iteration 0F: 2 clusters Score -4250.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4052.490234 Penalty: 405.345581
	Iteration 0F: 3 clusters Score -4052.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4082.502686 Penalty: 405.345581
	Iteration 1F: 3 clusters Score -4082.503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -7704.678223 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -7704.678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7470.076660 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -7470.077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7523.966797 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -7523.967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7541.238770 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -7541.239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7556.259766 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -7556.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7556.259766 Penalty: 445.021759
	Iteration 4F: 3 clusters Score -7556.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (25416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Entering Unmasked Estep 
Score: -1524246.125000 Penalty: 461.512604
	Iteration 0F: 2 clusters Score -1524246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1507312.125000 Penalty: 923.025208
	Iteration 0F: 3 clusters Score -1507312 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1514626.250000 Penalty: 923.025208
	Iteration 1F: 3 clusters Score -1514626 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1515355.625000 Penalty: 923.025208
	Iteration 2F: 3 clusters Score -1515356 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1516528.875000 Penalty: 923.025208
	Iteration 3F: 3 clusters Score -1516529 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1518357.875000 Penalty: 923.025208
	Iteration 4F: 3 clusters Score -1518358 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -1520417.375000 Penalty: 923.025208
	Iteration 5F: 3 clusters Score -1520417 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -1522025.000000 Penalty: 923.025208
	Iteration 6F: 3 clusters Score -1522025 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -1522922.125000 Penalty: 923.025208
	Iteration 7Q: 3 clusters Score -1522922 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -1523330.125000 Penalty: 923.025208
	Iteration 8Q: 3 clusters Score -1523330 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -1523549.500000 Penalty: 923.025208
	Iteration 9Q: 3 clusters Score -1523550 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -1523684.000000 Penalty: 923.025208
	Iteration 10Q: 3 clusters Score -1523684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -1523772.625000 Penalty: 923.025208
	Iteration 11Q: 3 clusters Score -1523773 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -1523825.125000 Penalty: 923.025208
	Iteration 12Q: 3 clusters Score -1523825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -1523867.750000 Penalty: 923.025208
	Iteration 13Q: 3 clusters Score -1523868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -1523899.500000 Penalty: 923.025208
	Iteration 14Q: 3 clusters Score -1523900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -1523911.875000 Penalty: 923.025208
	Iteration 15Q: 3 clusters Score -1523912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -1523924.250000 Penalty: 923.025208
	Iteration 16Q: 3 clusters Score -1523924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -1523931.625000 Penalty: 923.025208
	Iteration 17Q: 3 clusters Score -1523932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -1523939.125000 Penalty: 923.025208
	Iteration 18Q: 3 clusters Score -1523939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -1523944.750000 Penalty: 923.025208
	Iteration 19Q: 3 clusters Score -1523945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -1523951.000000 Penalty: 923.025208
	Iteration 20F: 3 clusters Score -1523951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -1523955.875000 Penalty: 923.025208
	Iteration 21Q: 3 clusters Score -1523956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -1523961.500000 Penalty: 923.025208
	Iteration 22Q: 3 clusters Score -1523962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1523965.875000 Penalty: 923.025208
	Iteration 23Q: 3 clusters Score -1523966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -1523971.375000 Penalty: 923.025208
	Iteration 24Q: 3 clusters Score -1523971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -1523983.250000 Penalty: 923.025208
	Iteration 25Q: 3 clusters Score -1523983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -1523991.625000 Penalty: 923.025208
	Iteration 26Q: 3 clusters Score -1523992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -1523997.625000 Penalty: 923.025208
	Iteration 27Q: 3 clusters Score -1523998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -1523999.125000 Penalty: 923.025208
	Iteration 28Q: 3 clusters Score -1523999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -1524000.875000 Penalty: 923.025208
	Iteration 29Q: 3 clusters Score -1524001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -1524001.000000 Penalty: 923.025208
	Iteration 30Q: 3 clusters Score -1524001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -1524001.500000 Penalty: 923.025208
	Iteration 31Q: 3 clusters Score -1524002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -1524001.125000 Penalty: 923.025208
	Iteration 32Q: 3 clusters Score -1524001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -1524002.125000 Penalty: 923.025208
	Iteration 33Q: 3 clusters Score -1524002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -1524002.125000 Penalty: 923.025208
	Iteration 34F: 3 clusters Score -1524002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -16364.975586 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -16364.98 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 166 members 
Entering Unmasked Estep 
Score: -15997.536133 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -15997.54 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16078.407227 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16078.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16097.200195 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16107.413086 Penalty: 520.249512
	Iteration 3Q: 3 clusters Score -16107.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16119.100586 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -16119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16126.716797 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -16126.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16134.560547 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -16134.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16143.338867 Penalty: 520.249512
	Iteration 7Q: 3 clusters Score -16143.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16151.179688 Penalty: 520.249512
	Iteration 8Q: 3 clusters Score -16151.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16155.987305 Penalty: 520.249512
	Iteration 9Q: 3 clusters Score -16155.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -16158.172852 Penalty: 520.249512
	Iteration 10Q: 3 clusters Score -16158.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16163.594727 Penalty: 520.249512
	Iteration 11Q: 3 clusters Score -16163.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16168.128906 Penalty: 520.249512
	Iteration 12Q: 3 clusters Score -16168.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -16168.916016 Penalty: 520.249512
	Iteration 13Q: 3 clusters Score -16168.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16170.552734 Penalty: 520.249512
	Iteration 14Q: 3 clusters Score -16170.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16170.552734 Penalty: 520.249512
	Iteration 15F: 3 clusters Score -16170.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -48197.593750 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -48197.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -47487.644531 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -47487.64 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47727.191406 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -47727.19 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47784.277344 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -47784.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47824.621094 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -47824.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47860.640625 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -47860.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47890.210938 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -47890.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47917.382812 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -47917.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47933.250000 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -47933.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47949.609375 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -47949.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47958.917969 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -47958.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47969.925781 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -47969.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47980.289062 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -47980.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -47986.386719 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -47986.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -47990.703125 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -47990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -47992.496094 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -47992.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -47995.398438 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -47995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47995.914062 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -47995.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -47996.726562 Penalty: 615.828247
	Iteration 17Q: 3 clusters Score -47996.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -47998.085938 Penalty: 615.828247
	Iteration 18Q: 3 clusters Score -47998.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -48000.031250 Penalty: 615.828247
	Iteration 19Q: 3 clusters Score -48000.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -48002.449219 Penalty: 615.828247
	Iteration 20F: 3 clusters Score -48002.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -48012.484375 Penalty: 615.828247
	Iteration 21Q: 3 clusters Score -48012.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -48022.839844 Penalty: 615.828247
	Iteration 22Q: 3 clusters Score -48022.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -48024.300781 Penalty: 615.828247
	Iteration 23Q: 3 clusters Score -48024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -48028.093750 Penalty: 615.828247
	Iteration 24Q: 3 clusters Score -48028.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -48029.269531 Penalty: 615.828247
	Iteration 25Q: 3 clusters Score -48029.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -48029.730469 Penalty: 615.828247
	Iteration 26Q: 3 clusters Score -48029.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -48029.730469 Penalty: 615.828247
	Iteration 27F: 3 clusters Score -48029.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -16055.568359 Penalty: 276.636963
	Iteration 0F: 2 clusters Score -16055.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15599.750977 Penalty: 553.273926
	Iteration 0F: 3 clusters Score -15599.75 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15788.131836 Penalty: 553.273926
	Iteration 1F: 3 clusters Score -15788.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15836.893555 Penalty: 553.273926
	Iteration 2F: 3 clusters Score -15836.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15872.393555 Penalty: 553.273926
	Iteration 3F: 3 clusters Score -15872.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15909.050781 Penalty: 553.273926
	Iteration 4Q: 3 clusters Score -15909.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15937.796875 Penalty: 553.273926
	Iteration 5F: 3 clusters Score -15937.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15961.884766 Penalty: 553.273926
	Iteration 6Q: 3 clusters Score -15961.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15981.595703 Penalty: 553.273926
	Iteration 7Q: 3 clusters Score -15981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16002.251953 Penalty: 553.273926
	Iteration 8Q: 3 clusters Score -16002.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16032.566406 Penalty: 553.273926
	Iteration 9Q: 3 clusters Score -16032.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16055.092773 Penalty: 553.273926
	Iteration 10Q: 3 clusters Score -16055.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16078.299805 Penalty: 553.273926
	Iteration 11Q: 3 clusters Score -16078.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16105.289062 Penalty: 553.273926
	Iteration 12Q: 3 clusters Score -16105.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16125.095703 Penalty: 553.273926
	Iteration 13Q: 3 clusters Score -16125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16144.393555 Penalty: 553.273926
	Iteration 14Q: 3 clusters Score -16144.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16150.110352 Penalty: 553.273926
	Iteration 15Q: 3 clusters Score -16150.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16157.821289 Penalty: 553.273926
	Iteration 16Q: 3 clusters Score -16157.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16167.687500 Penalty: 553.273926
	Iteration 17Q: 3 clusters Score -16167.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16183.275391 Penalty: 553.273926
	Iteration 18Q: 3 clusters Score -16183.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16188.853516 Penalty: 553.273926
	Iteration 19Q: 3 clusters Score -16188.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16188.853516 Penalty: 553.273926
	Iteration 20F: 3 clusters Score -16188.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 369 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 68 members 
Entering Unmasked Estep 
Score: -14087190.000000 Penalty: 61289.605469
Splitting cluster 37 changes total score from -14087336.000000 to -14087190.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -192328.375000 Penalty: 362.762878
	Iteration 0F: 2 clusters Score -192328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -190292.296875 Penalty: 725.525757
	Iteration 0F: 3 clusters Score -190292.3 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -190963.937500 Penalty: 725.525757
	Iteration 1F: 3 clusters Score -190963.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -191085.640625 Penalty: 725.525757
	Iteration 2F: 3 clusters Score -191085.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -191203.453125 Penalty: 725.525757
	Iteration 3F: 3 clusters Score -191203.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -191309.765625 Penalty: 725.525757
	Iteration 4F: 3 clusters Score -191309.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -191425.406250 Penalty: 725.525757
	Iteration 5F: 3 clusters Score -191425.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -191584.671875 Penalty: 725.525757
	Iteration 6F: 3 clusters Score -191584.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -191747.250000 Penalty: 725.525757
	Iteration 7F: 3 clusters Score -191747.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -191856.031250 Penalty: 725.525757
	Iteration 8Q: 3 clusters Score -191856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -191931.125000 Penalty: 725.525757
	Iteration 9Q: 3 clusters Score -191931.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -191976.640625 Penalty: 725.525757
	Iteration 10Q: 3 clusters Score -191976.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -191996.500000 Penalty: 725.525757
	Iteration 11Q: 3 clusters Score -191996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -192005.984375 Penalty: 725.525757
	Iteration 12Q: 3 clusters Score -192006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -192014.531250 Penalty: 725.525757
	Iteration 13Q: 3 clusters Score -192014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -192019.296875 Penalty: 725.525757
	Iteration 14Q: 3 clusters Score -192019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -192019.296875 Penalty: 725.525757
	Iteration 15F: 3 clusters Score -192019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -173342.781250 Penalty: 349.615814
	Iteration 0F: 2 clusters Score -173342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -171801.453125 Penalty: 699.231628
	Iteration 0F: 3 clusters Score -171801.5 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -172299.593750 Penalty: 699.231628
	Iteration 1F: 3 clusters Score -172299.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -172358.484375 Penalty: 699.231628
	Iteration 2F: 3 clusters Score -172358.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -172406.859375 Penalty: 699.231628
	Iteration 3Q: 3 clusters Score -172406.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -172451.937500 Penalty: 699.231628
	Iteration 4Q: 3 clusters Score -172451.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -172506.328125 Penalty: 699.231628
	Iteration 5Q: 3 clusters Score -172506.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -172570.093750 Penalty: 699.231628
	Iteration 6F: 3 clusters Score -172570.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -172640.031250 Penalty: 699.231628
	Iteration 7Q: 3 clusters Score -172640 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -172705.250000 Penalty: 699.231628
	Iteration 8Q: 3 clusters Score -172705.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -172785.281250 Penalty: 699.231628
	Iteration 9Q: 3 clusters Score -172785.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -172860.593750 Penalty: 699.231628
	Iteration 10Q: 3 clusters Score -172860.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -172909.953125 Penalty: 699.231628
	Iteration 11Q: 3 clusters Score -172910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -172947.343750 Penalty: 699.231628
	Iteration 12Q: 3 clusters Score -172947.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -172982.671875 Penalty: 699.231628
	Iteration 13Q: 3 clusters Score -172982.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -173015.968750 Penalty: 699.231628
	Iteration 14Q: 3 clusters Score -173016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -173039.828125 Penalty: 699.231628
	Iteration 15Q: 3 clusters Score -173039.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -173069.031250 Penalty: 699.231628
	Iteration 16Q: 3 clusters Score -173069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -173093.859375 Penalty: 699.231628
	Iteration 17Q: 3 clusters Score -173093.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -173112.062500 Penalty: 699.231628
	Iteration 18Q: 3 clusters Score -173112.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -173122.343750 Penalty: 699.231628
	Iteration 19Q: 3 clusters Score -173122.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -173129.781250 Penalty: 699.231628
	Iteration 20F: 3 clusters Score -173129.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -173135.187500 Penalty: 699.231628
	Iteration 21Q: 3 clusters Score -173135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -173139.625000 Penalty: 699.231628
	Iteration 22Q: 3 clusters Score -173139.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -173142.625000 Penalty: 699.231628
	Iteration 23Q: 3 clusters Score -173142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -173144.187500 Penalty: 699.231628
	Iteration 24Q: 3 clusters Score -173144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -173145.093750 Penalty: 699.231628
	Iteration 25Q: 3 clusters Score -173145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -173146.328125 Penalty: 699.231628
	Iteration 26Q: 3 clusters Score -173146.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -173147.218750 Penalty: 699.231628
	Iteration 27Q: 3 clusters Score -173147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -173148.515625 Penalty: 699.231628
	Iteration 28Q: 3 clusters Score -173148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -173149.078125 Penalty: 699.231628
	Iteration 29Q: 3 clusters Score -173149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -173150.078125 Penalty: 699.231628
	Iteration 30Q: 3 clusters Score -173150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -173150.375000 Penalty: 699.231628
	Iteration 31Q: 3 clusters Score -173150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -173151.062500 Penalty: 699.231628
	Iteration 32Q: 3 clusters Score -173151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -173151.531250 Penalty: 699.231628
	Iteration 33Q: 3 clusters Score -173151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -173152.937500 Penalty: 699.231628
	Iteration 34Q: 3 clusters Score -173152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -173156.281250 Penalty: 699.231628
	Iteration 35Q: 3 clusters Score -173156.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -173160.250000 Penalty: 699.231628
	Iteration 36Q: 3 clusters Score -173160.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -173163.750000 Penalty: 699.231628
	Iteration 37Q: 3 clusters Score -173163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -173168.453125 Penalty: 699.231628
	Iteration 38Q: 3 clusters Score -173168.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -173176.218750 Penalty: 699.231628
	Iteration 39Q: 3 clusters Score -173176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -173181.218750 Penalty: 699.231628
	Iteration 40F: 3 clusters Score -173181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -173184.328125 Penalty: 699.231628
	Iteration 41Q: 3 clusters Score -173184.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -173185.812500 Penalty: 699.231628
	Iteration 42Q: 3 clusters Score -173185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -173187.531250 Penalty: 699.231628
	Iteration 43Q: 3 clusters Score -173187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -173189.796875 Penalty: 699.231628
	Iteration 44Q: 3 clusters Score -173189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -173193.703125 Penalty: 699.231628
	Iteration 45Q: 3 clusters Score -173193.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -173197.937500 Penalty: 699.231628
	Iteration 46Q: 3 clusters Score -173197.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -173204.421875 Penalty: 699.231628
	Iteration 47Q: 3 clusters Score -173204.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -173212.187500 Penalty: 699.231628
	Iteration 48Q: 3 clusters Score -173212.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -173219.906250 Penalty: 699.231628
	Iteration 49Q: 3 clusters Score -173219.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -173228.250000 Penalty: 699.231628
	Iteration 50Q: 3 clusters Score -173228.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -173234.312500 Penalty: 699.231628
	Iteration 51Q: 3 clusters Score -173234.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173242.265625 Penalty: 699.231628
	Iteration 52Q: 3 clusters Score -173242.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -173246.531250 Penalty: 699.231628
	Iteration 53Q: 3 clusters Score -173246.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -173249.390625 Penalty: 699.231628
	Iteration 54Q: 3 clusters Score -173249.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -173251.171875 Penalty: 699.231628
	Iteration 55Q: 3 clusters Score -173251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -173251.859375 Penalty: 699.231628
	Iteration 56Q: 3 clusters Score -173251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -173252.359375 Penalty: 699.231628
	Iteration 57Q: 3 clusters Score -173252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -173252.250000 Penalty: 699.231628
	Iteration 58Q: 3 clusters Score -173252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -173252.906250 Penalty: 699.231628
	Iteration 59Q: 3 clusters Score -173252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -173253.406250 Penalty: 699.231628
	Iteration 60F: 3 clusters Score -173253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -173254.203125 Penalty: 699.231628
	Iteration 61Q: 3 clusters Score -173254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -173255.000000 Penalty: 699.231628
	Iteration 62Q: 3 clusters Score -173255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -173255.109375 Penalty: 699.231628
	Iteration 63Q: 3 clusters Score -173255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173254.953125 Penalty: 699.231628
	Iteration 64Q: 3 clusters Score -173255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173254.953125 Penalty: 699.231628
	Iteration 65F: 3 clusters Score -173255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -29515.105469 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -29515.11 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 227 members 
Entering Unmasked Estep 
Score: -29032.326172 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -29032.33 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29213.562500 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -29213.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29305.273438 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -29305.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29345.017578 Penalty: 565.347168
	Iteration 3F: 3 clusters Score -29345.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29364.650391 Penalty: 565.347168
	Iteration 4Q: 3 clusters Score -29364.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -29383.490234 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -29383.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -29403.345703 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -29403.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -29418.242188 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -29418.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -29425.986328 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -29425.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -29426.142578 Penalty: 565.347168
	Iteration 9Q: 3 clusters Score -29426.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -29426.142578 Penalty: 565.347168
	Iteration 10F: 3 clusters Score -29426.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -18359.710938 Penalty: 251.044098
	Iteration 0F: 2 clusters Score -18359.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18063.787109 Penalty: 502.088196
	Iteration 0F: 3 clusters Score -18063.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18203.148438 Penalty: 502.088196
	Iteration 1F: 3 clusters Score -18203.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18251.382812 Penalty: 502.088196
	Iteration 2F: 3 clusters Score -18251.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18279.126953 Penalty: 502.088196
	Iteration 3Q: 3 clusters Score -18279.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18296.265625 Penalty: 502.088196
	Iteration 4Q: 3 clusters Score -18296.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18313.207031 Penalty: 502.088196
	Iteration 5Q: 3 clusters Score -18313.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18327.978516 Penalty: 502.088196
	Iteration 6Q: 3 clusters Score -18327.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18338.142578 Penalty: 502.088196
	Iteration 7Q: 3 clusters Score -18338.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18345.802734 Penalty: 502.088196
	Iteration 8Q: 3 clusters Score -18345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18346.914062 Penalty: 502.088196
	Iteration 9Q: 3 clusters Score -18346.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18346.914062 Penalty: 502.088196
	Iteration 10F: 3 clusters Score -18346.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -30971.808594 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -30971.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30510.900391 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -30510.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30627.050781 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -30627.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30672.519531 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -30672.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30705.412109 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -30705.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30732.123047 Penalty: 557.941589
	Iteration 4F: 3 clusters Score -30732.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30741.767578 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -30741.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30746.339844 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -30746.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30747.816406 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -30747.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30751.634766 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -30751.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30754.558594 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -30754.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30754.970703 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -30754.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30755.687500 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -30755.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30755.687500 Penalty: 557.941589
	Iteration 12F: 3 clusters Score -30755.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -5931.393555 Penalty: 208.149338
	Iteration 0F: 2 clusters Score -5931.394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5740.393555 Penalty: 416.298676
	Iteration 0F: 3 clusters Score -5740.394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5796.890137 Penalty: 416.298676
	Iteration 1F: 3 clusters Score -5796.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5802.744629 Penalty: 416.298676
	Iteration 2Q: 3 clusters Score -5802.745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5803.581543 Penalty: 416.298676
	Iteration 3Q: 3 clusters Score -5803.582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5803.581543 Penalty: 416.298676
	Iteration 4F: 3 clusters Score -5803.582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -6260.116699 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -6260.117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6074.635254 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -6074.635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6190.660156 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -6190.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6229.825195 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -6229.825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6239.798340 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -6239.798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6270.583008 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -6270.583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6286.811523 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -6286.812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6302.946777 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -6302.947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6303.466797 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -6303.467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6303.723145 Penalty: 453.508209
	Iteration 8Q: 3 clusters Score -6303.723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6303.723145 Penalty: 453.508209
	Iteration 9F: 3 clusters Score -6303.723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 99 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 47 members 
Entering Unmasked Estep 
Score: -14087046.000000 Penalty: 61289.605469
Splitting cluster 44 changes total score from -14087336.000000 to -14087046.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -14413.185547 Penalty: 257.347626
	Iteration 0F: 2 clusters Score -14413.19 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 129 members 
Entering Unmasked Estep 
Score: -14082.007812 Penalty: 514.695251
	Iteration 0F: 3 clusters Score -14082.01 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14170.097656 Penalty: 514.695251
	Iteration 1F: 3 clusters Score -14170.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14190.325195 Penalty: 514.695251
	Iteration 2F: 3 clusters Score -14190.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14200.342773 Penalty: 514.695251
	Iteration 3Q: 3 clusters Score -14200.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14203.849609 Penalty: 514.695251
	Iteration 4Q: 3 clusters Score -14203.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14204.274414 Penalty: 514.695251
	Iteration 5Q: 3 clusters Score -14204.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14204.274414 Penalty: 514.695251
	Iteration 6F: 3 clusters Score -14204.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -9504.118164 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -9504.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9236.354492 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -9236.354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9289.458008 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -9289.458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9327.148438 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -9327.148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9337.706055 Penalty: 453.508209
	Iteration 3F: 3 clusters Score -9337.706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9360.815430 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -9360.815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9377.972656 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -9377.973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9385.264648 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -9385.265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9394.886719 Penalty: 453.508209
	Iteration 7Q: 3 clusters Score -9394.887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9403.232422 Penalty: 453.508209
	Iteration 8Q: 3 clusters Score -9403.232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9404.425781 Penalty: 453.508209
	Iteration 9Q: 3 clusters Score -9404.426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9408.191406 Penalty: 453.508209
	Iteration 10Q: 3 clusters Score -9408.191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9408.191406 Penalty: 453.508209
	Iteration 11F: 3 clusters Score -9408.191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -29144.935547 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -29144.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28656.058594 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -28656.06 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28808.052734 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -28808.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28861.943359 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -28861.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28889.998047 Penalty: 564.798401
	Iteration 3F: 3 clusters Score -28890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28905.664062 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -28905.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28911.453125 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -28911.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28917.496094 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -28917.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28924.335938 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -28924.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28929.623047 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -28929.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28934.039062 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -28934.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28942.636719 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -28942.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28954.503906 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -28954.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28965.525391 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -28965.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28975.058594 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -28975.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28981.552734 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -28981.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28986.162109 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -28986.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28988.664062 Penalty: 564.798401
	Iteration 16Q: 3 clusters Score -28988.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28990.906250 Penalty: 564.798401
	Iteration 17Q: 3 clusters Score -28990.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28994.681641 Penalty: 564.798401
	Iteration 18Q: 3 clusters Score -28994.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28999.812500 Penalty: 564.798401
	Iteration 19Q: 3 clusters Score -28999.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29002.337891 Penalty: 564.798401
	Iteration 20F: 3 clusters Score -29002.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29003.785156 Penalty: 564.798401
	Iteration 21Q: 3 clusters Score -29003.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29007.095703 Penalty: 564.798401
	Iteration 22Q: 3 clusters Score -29007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29013.703125 Penalty: 564.798401
	Iteration 23Q: 3 clusters Score -29013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -29023.029297 Penalty: 564.798401
	Iteration 24Q: 3 clusters Score -29023.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29027.197266 Penalty: 564.798401
	Iteration 25Q: 3 clusters Score -29027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29029.363281 Penalty: 564.798401
	Iteration 26Q: 3 clusters Score -29029.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29029.363281 Penalty: 564.798401
	Iteration 27F: 3 clusters Score -29029.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -8226.267578 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -8226.268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7975.152344 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7975.152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8033.548340 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -8033.548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8054.025879 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -8054.026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8066.446777 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -8066.447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8082.711914 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -8082.712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8090.075195 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -8090.075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8101.362305 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -8101.362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8105.535156 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -8105.535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8105.535156 Penalty: 454.746338
	Iteration 8F: 3 clusters Score -8105.535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -9462.275391 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -9462.275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9227.596680 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -9227.597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9287.880859 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -9287.881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9293.663086 Penalty: 468.949554
	Iteration 2Q: 3 clusters Score -9293.663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9306.453125 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -9306.453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9309.469727 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -9309.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9317.333984 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -9317.334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9319.815430 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -9319.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9319.815430 Penalty: 468.949554
	Iteration 7F: 3 clusters Score -9319.815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -2698.264160 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -2698.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2540.674805 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2540.675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2574.482666 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2574.483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -26490.125000 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -26490.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26076.050781 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -26076.05 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26269.558594 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -26269.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26416.031250 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -26416.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26517.832031 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -26517.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26555.417969 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -26555.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26563.369141 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -26563.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26567.830078 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -26567.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26572.306641 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -26572.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26573.515625 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -26573.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26573.515625 Penalty: 545.450500
	Iteration 9F: 3 clusters Score -26573.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 131 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 270 members 
Entering Unmasked Estep 
Score: -14087135.000000 Penalty: 61289.605469
Splitting cluster 51 changes total score from -14087336.000000 to -14087135.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -73036.570312 Penalty: 319.621521
	Iteration 0F: 2 clusters Score -73036.57 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 552 members 
Entering Unmasked Estep 
Score: -72134.171875 Penalty: 639.243042
	Iteration 0F: 3 clusters Score -72134.17 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72454.585938 Penalty: 639.243042
	Iteration 1F: 3 clusters Score -72454.59 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -72566.632812 Penalty: 639.243042
	Iteration 2F: 3 clusters Score -72566.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72633.398438 Penalty: 639.243042
	Iteration 3F: 3 clusters Score -72633.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -72675.960938 Penalty: 639.243042
	Iteration 4F: 3 clusters Score -72675.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -72703.242188 Penalty: 639.243042
	Iteration 5Q: 3 clusters Score -72703.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72716.015625 Penalty: 639.243042
	Iteration 6Q: 3 clusters Score -72716.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -72728.687500 Penalty: 639.243042
	Iteration 7Q: 3 clusters Score -72728.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72733.484375 Penalty: 639.243042
	Iteration 8Q: 3 clusters Score -72733.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -72735.351562 Penalty: 639.243042
	Iteration 9Q: 3 clusters Score -72735.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -72736.734375 Penalty: 639.243042
	Iteration 10Q: 3 clusters Score -72736.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -72740.757812 Penalty: 639.243042
	Iteration 11Q: 3 clusters Score -72740.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72745.156250 Penalty: 639.243042
	Iteration 12Q: 3 clusters Score -72745.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72746.140625 Penalty: 639.243042
	Iteration 13Q: 3 clusters Score -72746.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72746.289062 Penalty: 639.243042
	Iteration 14Q: 3 clusters Score -72746.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72746.601562 Penalty: 639.243042
	Iteration 15Q: 3 clusters Score -72746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -72747.218750 Penalty: 639.243042
	Iteration 16Q: 3 clusters Score -72747.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -72747.976562 Penalty: 639.243042
	Iteration 17Q: 3 clusters Score -72747.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -72748.789062 Penalty: 639.243042
	Iteration 18Q: 3 clusters Score -72748.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72749.148438 Penalty: 639.243042
	Iteration 19Q: 3 clusters Score -72749.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -72749.781250 Penalty: 639.243042
	Iteration 20F: 3 clusters Score -72749.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72750.164062 Penalty: 639.243042
	Iteration 21Q: 3 clusters Score -72750.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72750.648438 Penalty: 639.243042
	Iteration 22Q: 3 clusters Score -72750.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -72750.968750 Penalty: 639.243042
	Iteration 23Q: 3 clusters Score -72750.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -72752.007812 Penalty: 639.243042
	Iteration 24Q: 3 clusters Score -72752.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72752.429688 Penalty: 639.243042
	Iteration 25Q: 3 clusters Score -72752.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -72752.757812 Penalty: 639.243042
	Iteration 26Q: 3 clusters Score -72752.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -72753.539062 Penalty: 639.243042
	Iteration 27Q: 3 clusters Score -72753.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -72754.343750 Penalty: 639.243042
	Iteration 28Q: 3 clusters Score -72754.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -72754.882812 Penalty: 639.243042
	Iteration 29Q: 3 clusters Score -72754.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -72754.882812 Penalty: 639.243042
	Iteration 30F: 3 clusters Score -72754.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -13313.646484 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -13313.65 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 115 members 
Entering Unmasked Estep 
Score: -13062.549805 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -13062.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13133.741211 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -13133.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13146.811523 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -13146.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13151.420898 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -13151.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13158.253906 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -13158.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13159.208008 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -13159.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13159.208008 Penalty: 487.449371
	Iteration 6F: 3 clusters Score -13159.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -27192.886719 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -27192.89 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 201 members 
Entering Unmasked Estep 
Score: -26814.017578 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -26814.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26966.017578 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -26966.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27015.783203 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -27015.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27036.703125 Penalty: 539.350281
	Iteration 3Q: 3 clusters Score -27036.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27047.839844 Penalty: 539.350281
	Iteration 4Q: 3 clusters Score -27047.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27056.134766 Penalty: 539.350281
	Iteration 5Q: 3 clusters Score -27056.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27058.539062 Penalty: 539.350281
	Iteration 6Q: 3 clusters Score -27058.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27058.539062 Penalty: 539.350281
	Iteration 7F: 3 clusters Score -27058.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4701.419434 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4701.419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4513.228027 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -4513.228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4537.829102 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4537.829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4552.296875 Penalty: 401.011444
	Iteration 2F: 3 clusters Score -4552.297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4554.741211 Penalty: 401.011444
	Iteration 3Q: 3 clusters Score -4554.741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4554.741211 Penalty: 401.011444
	Iteration 4F: 3 clusters Score -4554.741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -14256.557617 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -14256.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13908.693359 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -13908.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14010.083008 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -14010.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14040.067383 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -14040.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14054.298828 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -14054.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14068.077148 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -14068.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14069.174805 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -14069.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14069.511719 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -14069.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14069.511719 Penalty: 511.785614
	Iteration 7F: 3 clusters Score -14069.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -70987.429688 Penalty: 322.332306
	Iteration 0F: 2 clusters Score -70987.43 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 581 members 
Entering Unmasked Estep 
Score: -70061.445312 Penalty: 644.664612
	Iteration 0F: 3 clusters Score -70061.45 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -70326.218750 Penalty: 644.664612
	Iteration 1F: 3 clusters Score -70326.22 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -70390.882812 Penalty: 644.664612
	Iteration 2F: 3 clusters Score -70390.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -70422.421875 Penalty: 644.664612
	Iteration 3Q: 3 clusters Score -70422.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -70449.726562 Penalty: 644.664612
	Iteration 4Q: 3 clusters Score -70449.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -70477.210938 Penalty: 644.664612
	Iteration 5Q: 3 clusters Score -70477.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -70501.859375 Penalty: 644.664612
	Iteration 6Q: 3 clusters Score -70501.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -70521.851562 Penalty: 644.664612
	Iteration 7Q: 3 clusters Score -70521.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -70543.570312 Penalty: 644.664612
	Iteration 8Q: 3 clusters Score -70543.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -70562.750000 Penalty: 644.664612
	Iteration 9Q: 3 clusters Score -70562.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -70576.007812 Penalty: 644.664612
	Iteration 10Q: 3 clusters Score -70576.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -70584.437500 Penalty: 644.664612
	Iteration 11Q: 3 clusters Score -70584.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -70591.117188 Penalty: 644.664612
	Iteration 12Q: 3 clusters Score -70591.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -70596.640625 Penalty: 644.664612
	Iteration 13Q: 3 clusters Score -70596.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -70603.585938 Penalty: 644.664612
	Iteration 14Q: 3 clusters Score -70603.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -70610.882812 Penalty: 644.664612
	Iteration 15Q: 3 clusters Score -70610.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -70615.312500 Penalty: 644.664612
	Iteration 16Q: 3 clusters Score -70615.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -70617.421875 Penalty: 644.664612
	Iteration 17Q: 3 clusters Score -70617.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -70618.640625 Penalty: 644.664612
	Iteration 18Q: 3 clusters Score -70618.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -70619.976562 Penalty: 644.664612
	Iteration 19Q: 3 clusters Score -70619.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -70621.335938 Penalty: 644.664612
	Iteration 20F: 3 clusters Score -70621.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -70622.273438 Penalty: 644.664612
	Iteration 21Q: 3 clusters Score -70622.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -70622.273438 Penalty: 644.664612
	Iteration 22F: 3 clusters Score -70622.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -24560.132812 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -24560.13 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 162 members 
Entering Unmasked Estep 
Score: -24194.386719 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -24194.39 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24287.289062 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -24287.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24316.392578 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -24316.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24341.853516 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -24341.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24360.123047 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -24360.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24381.998047 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -24382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24395.570312 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -24395.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24399.728516 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -24399.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24402.238281 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -24402.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24404.646484 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -24404.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24407.496094 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -24407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24408.394531 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -24408.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24408.394531 Penalty: 525.201111
	Iteration 12F: 3 clusters Score -24408.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -61089.847656 Penalty: 319.863770
	Iteration 0F: 2 clusters Score -61089.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60207.164062 Penalty: 639.727539
	Iteration 0F: 3 clusters Score -60207.16 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60476.605469 Penalty: 639.727539
	Iteration 1F: 3 clusters Score -60476.61 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -60540.910156 Penalty: 639.727539
	Iteration 2F: 3 clusters Score -60540.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -60577.460938 Penalty: 639.727539
	Iteration 3Q: 3 clusters Score -60577.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -60612.421875 Penalty: 639.727539
	Iteration 4Q: 3 clusters Score -60612.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -60660.464844 Penalty: 639.727539
	Iteration 5F: 3 clusters Score -60660.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -60687.554688 Penalty: 639.727539
	Iteration 6Q: 3 clusters Score -60687.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -60705.890625 Penalty: 639.727539
	Iteration 7Q: 3 clusters Score -60705.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -60722.320312 Penalty: 639.727539
	Iteration 8Q: 3 clusters Score -60722.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -60740.316406 Penalty: 639.727539
	Iteration 9Q: 3 clusters Score -60740.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -60766.527344 Penalty: 639.727539
	Iteration 10Q: 3 clusters Score -60766.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60790.960938 Penalty: 639.727539
	Iteration 11Q: 3 clusters Score -60790.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -60802.027344 Penalty: 639.727539
	Iteration 12Q: 3 clusters Score -60802.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -60809.414062 Penalty: 639.727539
	Iteration 13Q: 3 clusters Score -60809.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -60816.105469 Penalty: 639.727539
	Iteration 14Q: 3 clusters Score -60816.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -60820.617188 Penalty: 639.727539
	Iteration 15Q: 3 clusters Score -60820.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60821.773438 Penalty: 639.727539
	Iteration 16Q: 3 clusters Score -60821.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -60823.210938 Penalty: 639.727539
	Iteration 17Q: 3 clusters Score -60823.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -60823.894531 Penalty: 639.727539
	Iteration 18Q: 3 clusters Score -60823.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -60824.457031 Penalty: 639.727539
	Iteration 19Q: 3 clusters Score -60824.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -60825.742188 Penalty: 639.727539
	Iteration 20F: 3 clusters Score -60825.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -60827.437500 Penalty: 639.727539
	Iteration 21Q: 3 clusters Score -60827.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -60828.714844 Penalty: 639.727539
	Iteration 22Q: 3 clusters Score -60828.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -60829.605469 Penalty: 639.727539
	Iteration 23Q: 3 clusters Score -60829.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -60832.640625 Penalty: 639.727539
	Iteration 24Q: 3 clusters Score -60832.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -60834.359375 Penalty: 639.727539
	Iteration 25Q: 3 clusters Score -60834.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -60834.792969 Penalty: 639.727539
	Iteration 26Q: 3 clusters Score -60834.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60835.386719 Penalty: 639.727539
	Iteration 27Q: 3 clusters Score -60835.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -60836.312500 Penalty: 639.727539
	Iteration 28Q: 3 clusters Score -60836.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -60836.996094 Penalty: 639.727539
	Iteration 29Q: 3 clusters Score -60837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60837.246094 Penalty: 639.727539
	Iteration 30Q: 3 clusters Score -60837.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60837.246094 Penalty: 639.727539
	Iteration 31F: 3 clusters Score -60837.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (40 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Entering Unmasked Estep 
Score: -2056.938721 Penalty: 167.844009
	Iteration 0F: 2 clusters Score -2056.939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1954.229492 Penalty: 335.688019
	Iteration 0F: 3 clusters Score -1954.229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1962.325684 Penalty: 335.688019
	Iteration 1Q: 3 clusters Score -1962.326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1962.325684 Penalty: 335.688019
	Iteration 2F: 3 clusters Score -1962.326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -9234.806641 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -9234.807 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 87 members 
Entering Unmasked Estep 
Score: -8963.551758 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -8963.552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9039.628906 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9039.629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9068.004883 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9068.005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9081.270508 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9081.271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9088.736328 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -9088.736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9092.868164 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -9092.868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9094.713867 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -9094.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9095.595703 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -9095.596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9095.595703 Penalty: 471.542328
	Iteration 8F: 3 clusters Score -9095.596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -23960.437500 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -23960.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23529.884766 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -23529.88 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23745.880859 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -23745.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23850.361328 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -23850.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23956.808594 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -23956.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24053.894531 Penalty: 556.546143
	Iteration 4F: 3 clusters Score -24053.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24129.267578 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -24129.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24164.228516 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -24164.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24172.822266 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -24172.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24176.173828 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -24176.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24176.763672 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -24176.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24176.763672 Penalty: 556.546143
	Iteration 10F: 3 clusters Score -24176.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 238 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 215 members 
Entering Unmasked Estep 
Score: -14087263.000000 Penalty: 61289.605469
Splitting cluster 62 changes total score from -14087336.000000 to -14087263.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -12145.181641 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -12145.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11821.212891 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -11821.21 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11948.167969 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -11948.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12014.896484 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -12014.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12033.110352 Penalty: 504.254974
	Iteration 3Q: 3 clusters Score -12033.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12050.616211 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -12050.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12053.686523 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -12053.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12055.741211 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -12055.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12057.973633 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -12057.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12061.439453 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -12061.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12065.623047 Penalty: 504.254974
	Iteration 9Q: 3 clusters Score -12065.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12073.744141 Penalty: 504.254974
	Iteration 10Q: 3 clusters Score -12073.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12082.339844 Penalty: 504.254974
	Iteration 11Q: 3 clusters Score -12082.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12103.463867 Penalty: 504.254974
	Iteration 12Q: 3 clusters Score -12103.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12128.559570 Penalty: 504.254974
	Iteration 13Q: 3 clusters Score -12128.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12136.661133 Penalty: 504.254974
	Iteration 14Q: 3 clusters Score -12136.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12145.306641 Penalty: 504.254974
	Iteration 15Q: 3 clusters Score -12145.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12146.513672 Penalty: 504.254974
	Iteration 16Q: 3 clusters Score -12146.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12148.296875 Penalty: 504.254974
	Iteration 17Q: 3 clusters Score -12148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12148.296875 Penalty: 504.254974
	Iteration 18F: 3 clusters Score -12148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 138 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 117 members 
Entering Unmasked Estep 
Score: -14087033.000000 Penalty: 61289.605469
Splitting cluster 63 changes total score from -14087336.000000 to -14087033.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -27305.349609 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -27305.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26866.941406 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -26866.94 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26973.115234 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -26973.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27001.572266 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -27001.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27017.746094 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -27017.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27034.121094 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -27034.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27042.369141 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -27042.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27045.001953 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -27045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27046.373047 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -27046.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27047.068359 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -27047.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27047.478516 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -27047.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27047.912109 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -27047.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27048.060547 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -27048.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27048.060547 Penalty: 549.446228
	Iteration 12F: 3 clusters Score -27048.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -38062.496094 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -38062.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37550.343750 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -37550.34 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37675.390625 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -37675.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37707.019531 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -37707.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -37726.941406 Penalty: 572.025818
	Iteration 3Q: 3 clusters Score -37726.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37749.253906 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -37749.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37768.964844 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -37768.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37788.460938 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -37788.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37800.636719 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -37800.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -37812.121094 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -37812.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37826.058594 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -37826.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -37841.628906 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -37841.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37850.781250 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -37850.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37855.417969 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -37855.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37856.773438 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -37856.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -37859.125000 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -37859.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37862.675781 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -37862.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37864.800781 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -37864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37865.820312 Penalty: 572.025818
	Iteration 17Q: 3 clusters Score -37865.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37866.101562 Penalty: 572.025818
	Iteration 18Q: 3 clusters Score -37866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37868.679688 Penalty: 572.025818
	Iteration 19Q: 3 clusters Score -37868.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37870.046875 Penalty: 572.025818
	Iteration 20F: 3 clusters Score -37870.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37870.429688 Penalty: 572.025818
	Iteration 21Q: 3 clusters Score -37870.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37870.632812 Penalty: 572.025818
	Iteration 22Q: 3 clusters Score -37870.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37870.632812 Penalty: 572.025818
	Iteration 23F: 3 clusters Score -37870.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3361.861816 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3361.862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3178.634521 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3178.635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3245.082764 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3245.083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3289.207275 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -3289.207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3340.688232 Penalty: 418.155914
	Iteration 3F: 3 clusters Score -3340.688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3346.242188 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -3346.242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3346.242188 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -3346.242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -11978.695312 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -11978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11674.088867 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -11674.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11776.946289 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -11776.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11822.383789 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -11822.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11867.302734 Penalty: 494.865234
	Iteration 3F: 3 clusters Score -11867.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11885.193359 Penalty: 494.865234
	Iteration 4F: 3 clusters Score -11885.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11892.020508 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -11892.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11894.371094 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -11894.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11894.703125 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -11894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11894.703125 Penalty: 494.865234
	Iteration 8F: 3 clusters Score -11894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7334.441895 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7334.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7095.858398 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -7095.858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7143.222656 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -7143.223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7157.130371 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -7157.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7159.029297 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -7159.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7159.029297 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -7159.029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -10568.273438 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -10568.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10289.884766 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -10289.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10359.937500 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -10359.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10377.816406 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -10377.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10382.551758 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -10382.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10385.656250 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -10385.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10390.210938 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -10390.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10395.089844 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -10395.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10397.241211 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -10397.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10398.015625 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -10398.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10398.323242 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -10398.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10398.323242 Penalty: 487.019104
	Iteration 10F: 3 clusters Score -10398.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -13467.547852 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -13467.55 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 110 members 
Entering Unmasked Estep 
Score: -13190.032227 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -13190.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13228.153320 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -13228.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13239.868164 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -13239.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13244.395508 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -13244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13244.395508 Penalty: 483.052338
	Iteration 4F: 3 clusters Score -13244.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -7750.691406 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -7750.691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7493.019531 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -7493.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7540.652344 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -7540.652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7549.558594 Penalty: 460.118378
	Iteration 2Q: 3 clusters Score -7549.559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7553.298828 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -7553.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7557.106445 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -7557.106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7561.817871 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -7561.818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7563.661133 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -7563.661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7566.461426 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -7566.461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7569.374023 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -7569.374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7571.366699 Penalty: 460.118378
	Iteration 9Q: 3 clusters Score -7571.367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7571.366699 Penalty: 460.118378
	Iteration 10F: 3 clusters Score -7571.367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -46543.542969 Penalty: 291.662964
	Iteration 0F: 2 clusters Score -46543.54 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 317 members 
Entering Unmasked Estep 
Score: -45999.839844 Penalty: 583.325928
	Iteration 0F: 3 clusters Score -45999.84 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46148.570312 Penalty: 583.325928
	Iteration 1F: 3 clusters Score -46148.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46183.429688 Penalty: 583.325928
	Iteration 2F: 3 clusters Score -46183.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46211.750000 Penalty: 583.325928
	Iteration 3Q: 3 clusters Score -46211.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46235.171875 Penalty: 583.325928
	Iteration 4Q: 3 clusters Score -46235.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46257.148438 Penalty: 583.325928
	Iteration 5Q: 3 clusters Score -46257.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46268.039062 Penalty: 583.325928
	Iteration 6Q: 3 clusters Score -46268.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46272.648438 Penalty: 583.325928
	Iteration 7Q: 3 clusters Score -46272.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46276.386719 Penalty: 583.325928
	Iteration 8Q: 3 clusters Score -46276.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46278.816406 Penalty: 583.325928
	Iteration 9Q: 3 clusters Score -46278.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46284.171875 Penalty: 583.325928
	Iteration 10Q: 3 clusters Score -46284.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46288.433594 Penalty: 583.325928
	Iteration 11Q: 3 clusters Score -46288.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46290.128906 Penalty: 583.325928
	Iteration 12Q: 3 clusters Score -46290.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46293.457031 Penalty: 583.325928
	Iteration 13Q: 3 clusters Score -46293.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46297.152344 Penalty: 583.325928
	Iteration 14Q: 3 clusters Score -46297.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46301.699219 Penalty: 583.325928
	Iteration 15Q: 3 clusters Score -46301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46304.769531 Penalty: 583.325928
	Iteration 16Q: 3 clusters Score -46304.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46307.992188 Penalty: 583.325928
	Iteration 17Q: 3 clusters Score -46307.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46315.503906 Penalty: 583.325928
	Iteration 18Q: 3 clusters Score -46315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46318.781250 Penalty: 583.325928
	Iteration 19Q: 3 clusters Score -46318.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46322.535156 Penalty: 583.325928
	Iteration 20F: 3 clusters Score -46322.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46324.214844 Penalty: 583.325928
	Iteration 21Q: 3 clusters Score -46324.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46325.058594 Penalty: 583.325928
	Iteration 22Q: 3 clusters Score -46325.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46325.308594 Penalty: 583.325928
	Iteration 23Q: 3 clusters Score -46325.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46325.750000 Penalty: 583.325928
	Iteration 24Q: 3 clusters Score -46325.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46325.750000 Penalty: 583.325928
	Iteration 25F: 3 clusters Score -46325.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -119490.789062 Penalty: 345.886536
	Iteration 0F: 2 clusters Score -119490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -118084.523438 Penalty: 691.773071
	Iteration 0F: 3 clusters Score -118084.5 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -118566.218750 Penalty: 691.773071
	Iteration 1F: 3 clusters Score -118566.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -118654.593750 Penalty: 691.773071
	Iteration 2F: 3 clusters Score -118654.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -118715.421875 Penalty: 691.773071
	Iteration 3F: 3 clusters Score -118715.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -118758.250000 Penalty: 691.773071
	Iteration 4Q: 3 clusters Score -118758.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -118807.765625 Penalty: 691.773071
	Iteration 5Q: 3 clusters Score -118807.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -118875.500000 Penalty: 691.773071
	Iteration 6Q: 3 clusters Score -118875.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -118930.976562 Penalty: 691.773071
	Iteration 7Q: 3 clusters Score -118931 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -118989.375000 Penalty: 691.773071
	Iteration 8Q: 3 clusters Score -118989.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -119037.210938 Penalty: 691.773071
	Iteration 9Q: 3 clusters Score -119037.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -119081.015625 Penalty: 691.773071
	Iteration 10Q: 3 clusters Score -119081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -119109.523438 Penalty: 691.773071
	Iteration 11Q: 3 clusters Score -119109.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -119132.062500 Penalty: 691.773071
	Iteration 12Q: 3 clusters Score -119132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -119147.398438 Penalty: 691.773071
	Iteration 13Q: 3 clusters Score -119147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -119160.523438 Penalty: 691.773071
	Iteration 14Q: 3 clusters Score -119160.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -119172.906250 Penalty: 691.773071
	Iteration 15Q: 3 clusters Score -119172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -119179.445312 Penalty: 691.773071
	Iteration 16Q: 3 clusters Score -119179.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -119183.570312 Penalty: 691.773071
	Iteration 17Q: 3 clusters Score -119183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -119188.695312 Penalty: 691.773071
	Iteration 18Q: 3 clusters Score -119188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -119193.835938 Penalty: 691.773071
	Iteration 19Q: 3 clusters Score -119193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -119202.093750 Penalty: 691.773071
	Iteration 20F: 3 clusters Score -119202.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -119212.703125 Penalty: 691.773071
	Iteration 21Q: 3 clusters Score -119212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -119220.820312 Penalty: 691.773071
	Iteration 22Q: 3 clusters Score -119220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -119226.554688 Penalty: 691.773071
	Iteration 23Q: 3 clusters Score -119226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -119229.164062 Penalty: 691.773071
	Iteration 24Q: 3 clusters Score -119229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -119231.312500 Penalty: 691.773071
	Iteration 25Q: 3 clusters Score -119231.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -119235.312500 Penalty: 691.773071
	Iteration 26Q: 3 clusters Score -119235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -119242.890625 Penalty: 691.773071
	Iteration 27Q: 3 clusters Score -119242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -119254.546875 Penalty: 691.773071
	Iteration 28Q: 3 clusters Score -119254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -119259.125000 Penalty: 691.773071
	Iteration 29Q: 3 clusters Score -119259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -119264.265625 Penalty: 691.773071
	Iteration 30Q: 3 clusters Score -119264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -119264.867188 Penalty: 691.773071
	Iteration 31Q: 3 clusters Score -119264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -119265.609375 Penalty: 691.773071
	Iteration 32Q: 3 clusters Score -119265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -119266.031250 Penalty: 691.773071
	Iteration 33Q: 3 clusters Score -119266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -119267.492188 Penalty: 691.773071
	Iteration 34Q: 3 clusters Score -119267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -119268.632812 Penalty: 691.773071
	Iteration 35Q: 3 clusters Score -119268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -119270.906250 Penalty: 691.773071
	Iteration 36Q: 3 clusters Score -119270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -119271.804688 Penalty: 691.773071
	Iteration 37Q: 3 clusters Score -119271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -119273.273438 Penalty: 691.773071
	Iteration 38Q: 3 clusters Score -119273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -119274.210938 Penalty: 691.773071
	Iteration 39Q: 3 clusters Score -119274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -119274.882812 Penalty: 691.773071
	Iteration 40F: 3 clusters Score -119274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -119275.898438 Penalty: 691.773071
	Iteration 41Q: 3 clusters Score -119275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -119278.109375 Penalty: 691.773071
	Iteration 42Q: 3 clusters Score -119278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -119278.132812 Penalty: 691.773071
	Iteration 43Q: 3 clusters Score -119278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -119278.132812 Penalty: 691.773071
	Iteration 44F: 3 clusters Score -119278.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -22326.802734 Penalty: 273.289093
	Iteration 0F: 2 clusters Score -22326.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21926.085938 Penalty: 546.578186
	Iteration 0F: 3 clusters Score -21926.09 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22027.443359 Penalty: 546.578186
	Iteration 1F: 3 clusters Score -22027.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22042.513672 Penalty: 546.578186
	Iteration 2F: 3 clusters Score -22042.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22051.753906 Penalty: 546.578186
	Iteration 3Q: 3 clusters Score -22051.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22056.011719 Penalty: 546.578186
	Iteration 4Q: 3 clusters Score -22056.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22061.244141 Penalty: 546.578186
	Iteration 5Q: 3 clusters Score -22061.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22064.085938 Penalty: 546.578186
	Iteration 6Q: 3 clusters Score -22064.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22068.609375 Penalty: 546.578186
	Iteration 7Q: 3 clusters Score -22068.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22072.181641 Penalty: 546.578186
	Iteration 8Q: 3 clusters Score -22072.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22076.132812 Penalty: 546.578186
	Iteration 9Q: 3 clusters Score -22076.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22080.181641 Penalty: 546.578186
	Iteration 10Q: 3 clusters Score -22080.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22087.156250 Penalty: 546.578186
	Iteration 11Q: 3 clusters Score -22087.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22091.011719 Penalty: 546.578186
	Iteration 12Q: 3 clusters Score -22091.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22095.669922 Penalty: 546.578186
	Iteration 13Q: 3 clusters Score -22095.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22096.894531 Penalty: 546.578186
	Iteration 14Q: 3 clusters Score -22096.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22097.849609 Penalty: 546.578186
	Iteration 15Q: 3 clusters Score -22097.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22098.648438 Penalty: 546.578186
	Iteration 16Q: 3 clusters Score -22098.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22099.716797 Penalty: 546.578186
	Iteration 17Q: 3 clusters Score -22099.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22100.449219 Penalty: 546.578186
	Iteration 18Q: 3 clusters Score -22100.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22100.449219 Penalty: 546.578186
	Iteration 19F: 3 clusters Score -22100.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -133120.359375 Penalty: 349.657654
	Iteration 0F: 2 clusters Score -133120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -131572.718750 Penalty: 699.315308
	Iteration 0F: 3 clusters Score -131572.7 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -132143.218750 Penalty: 699.315308
	Iteration 1F: 3 clusters Score -132143.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -132286.937500 Penalty: 699.315308
	Iteration 2F: 3 clusters Score -132286.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -132407.906250 Penalty: 699.315308
	Iteration 3F: 3 clusters Score -132407.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -132498.718750 Penalty: 699.315308
	Iteration 4F: 3 clusters Score -132498.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -132551.078125 Penalty: 699.315308
	Iteration 5Q: 3 clusters Score -132551.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -132581.281250 Penalty: 699.315308
	Iteration 6Q: 3 clusters Score -132581.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -132599.562500 Penalty: 699.315308
	Iteration 7Q: 3 clusters Score -132599.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -132617.953125 Penalty: 699.315308
	Iteration 8Q: 3 clusters Score -132618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -132642.828125 Penalty: 699.315308
	Iteration 9Q: 3 clusters Score -132642.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -132657.765625 Penalty: 699.315308
	Iteration 10Q: 3 clusters Score -132657.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -132664.343750 Penalty: 699.315308
	Iteration 11Q: 3 clusters Score -132664.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -132666.531250 Penalty: 699.315308
	Iteration 12Q: 3 clusters Score -132666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -132669.625000 Penalty: 699.315308
	Iteration 13Q: 3 clusters Score -132669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -132670.921875 Penalty: 699.315308
	Iteration 14Q: 3 clusters Score -132670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -132671.750000 Penalty: 699.315308
	Iteration 15Q: 3 clusters Score -132671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -132672.296875 Penalty: 699.315308
	Iteration 16Q: 3 clusters Score -132672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -132673.187500 Penalty: 699.315308
	Iteration 17Q: 3 clusters Score -132673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -132674.828125 Penalty: 699.315308
	Iteration 18Q: 3 clusters Score -132674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -132675.484375 Penalty: 699.315308
	Iteration 19Q: 3 clusters Score -132675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -132676.578125 Penalty: 699.315308
	Iteration 20F: 3 clusters Score -132676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -132678.750000 Penalty: 699.315308
	Iteration 21Q: 3 clusters Score -132678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -132681.125000 Penalty: 699.315308
	Iteration 22Q: 3 clusters Score -132681.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -132682.421875 Penalty: 699.315308
	Iteration 23Q: 3 clusters Score -132682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -132683.359375 Penalty: 699.315308
	Iteration 24Q: 3 clusters Score -132683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -132684.343750 Penalty: 699.315308
	Iteration 25Q: 3 clusters Score -132684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -132684.781250 Penalty: 699.315308
	Iteration 26Q: 3 clusters Score -132684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -132685.187500 Penalty: 699.315308
	Iteration 27Q: 3 clusters Score -132685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -132685.187500 Penalty: 699.315308
	Iteration 28F: 3 clusters Score -132685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -23329.652344 Penalty: 274.614410
	Iteration 0F: 2 clusters Score -23329.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22895.652344 Penalty: 549.228821
	Iteration 0F: 3 clusters Score -22895.65 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23103.035156 Penalty: 549.228821
	Iteration 1F: 3 clusters Score -23103.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23211.951172 Penalty: 549.228821
	Iteration 2F: 3 clusters Score -23211.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23246.205078 Penalty: 549.228821
	Iteration 3F: 3 clusters Score -23246.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23262.628906 Penalty: 549.228821
	Iteration 4Q: 3 clusters Score -23262.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23276.224609 Penalty: 549.228821
	Iteration 5Q: 3 clusters Score -23276.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23284.185547 Penalty: 549.228821
	Iteration 6Q: 3 clusters Score -23284.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23288.386719 Penalty: 549.228821
	Iteration 7Q: 3 clusters Score -23288.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23290.212891 Penalty: 549.228821
	Iteration 8Q: 3 clusters Score -23290.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23290.212891 Penalty: 549.228821
	Iteration 9F: 3 clusters Score -23290.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -6823.727539 Penalty: 244.364029
	Iteration 0F: 2 clusters Score -6823.728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6579.837891 Penalty: 488.728058
	Iteration 0F: 3 clusters Score -6579.838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6751.061035 Penalty: 488.728058
	Iteration 1F: 3 clusters Score -6751.061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6790.052734 Penalty: 488.728058
	Iteration 2F: 3 clusters Score -6790.053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6815.571289 Penalty: 488.728058
	Iteration 3Q: 3 clusters Score -6815.571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6822.181152 Penalty: 488.728058
	Iteration 4Q: 3 clusters Score -6822.181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6825.383789 Penalty: 488.728058
	Iteration 5Q: 3 clusters Score -6825.384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6826.225586 Penalty: 488.728058
	Iteration 6Q: 3 clusters Score -6826.226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6826.225586 Penalty: 488.728058
	Iteration 7F: 3 clusters Score -6826.226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 121 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 94 members 
Entering Unmasked Estep 
Score: -14087026.000000 Penalty: 61289.605469
Splitting cluster 77 changes total score from -14087336.000000 to -14087026.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (94703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Entering Unmasked Estep 
Score: -5906666.000000 Penalty: 521.361816
	Iteration 0F: 2 clusters Score -5906666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -5843947.500000 Penalty: 1042.723633
	Iteration 0F: 3 clusters Score -5843948 nChanged 46210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5874103.500000 Penalty: 1042.723633
	Iteration 1F: 3 clusters Score -5874104 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5877234.500000 Penalty: 1042.723633
	Iteration 2F: 3 clusters Score -5877234 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -5881804.000000 Penalty: 1042.723633
	Iteration 3F: 3 clusters Score -5881804 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -5888000.500000 Penalty: 1042.723633
	Iteration 4F: 3 clusters Score -5888000 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5894598.500000 Penalty: 1042.723633
	Iteration 5F: 3 clusters Score -5894598 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -5899168.000000 Penalty: 1042.723633
	Iteration 6Q: 3 clusters Score -5899168 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -5901473.000000 Penalty: 1042.723633
	Iteration 7Q: 3 clusters Score -5901473 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -5902723.000000 Penalty: 1042.723633
	Iteration 8Q: 3 clusters Score -5902723 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -5903514.500000 Penalty: 1042.723633
	Iteration 9Q: 3 clusters Score -5903514 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5904039.500000 Penalty: 1042.723633
	Iteration 10Q: 3 clusters Score -5904040 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -5904422.000000 Penalty: 1042.723633
	Iteration 11Q: 3 clusters Score -5904422 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -5904695.500000 Penalty: 1042.723633
	Iteration 12Q: 3 clusters Score -5904696 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -5904910.000000 Penalty: 1042.723633
	Iteration 13Q: 3 clusters Score -5904910 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -5905118.000000 Penalty: 1042.723633
	Iteration 14Q: 3 clusters Score -5905118 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -5905284.500000 Penalty: 1042.723633
	Iteration 15Q: 3 clusters Score -5905284 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -5905454.500000 Penalty: 1042.723633
	Iteration 16Q: 3 clusters Score -5905454 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5905625.000000 Penalty: 1042.723633
	Iteration 17Q: 3 clusters Score -5905625 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -5905777.000000 Penalty: 1042.723633
	Iteration 18Q: 3 clusters Score -5905777 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -5905897.500000 Penalty: 1042.723633
	Iteration 19Q: 3 clusters Score -5905898 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5906039.500000 Penalty: 1042.723633
	Iteration 20F: 3 clusters Score -5906040 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -5906160.500000 Penalty: 1042.723633
	Iteration 21Q: 3 clusters Score -5906160 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89505 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -5906262.000000 Penalty: 1042.723633
	Iteration 22Q: 3 clusters Score -5906262 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -5906304.500000 Penalty: 1042.723633
	Iteration 23Q: 3 clusters Score -5906304 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -5906380.500000 Penalty: 1042.723633
	Iteration 24Q: 3 clusters Score -5906380 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5906447.000000 Penalty: 1042.723633
	Iteration 25Q: 3 clusters Score -5906447 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5906456.500000 Penalty: 1042.723633
	Iteration 26Q: 3 clusters Score -5906456 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5906521.500000 Penalty: 1042.723633
	Iteration 27Q: 3 clusters Score -5906522 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5906546.500000 Penalty: 1042.723633
	Iteration 28Q: 3 clusters Score -5906546 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5906555.500000 Penalty: 1042.723633
	Iteration 29Q: 3 clusters Score -5906556 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5906601.000000 Penalty: 1042.723633
	Iteration 30Q: 3 clusters Score -5906601 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5906649.000000 Penalty: 1042.723633
	Iteration 31Q: 3 clusters Score -5906649 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5906652.500000 Penalty: 1042.723633
	Iteration 32Q: 3 clusters Score -5906652 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5906676.000000 Penalty: 1042.723633
	Iteration 33Q: 3 clusters Score -5906676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5906706.500000 Penalty: 1042.723633
	Iteration 34Q: 3 clusters Score -5906706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5906685.500000 Penalty: 1042.723633
	Iteration 35Q: 3 clusters Score -5906686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5906696.500000 Penalty: 1042.723633
	Iteration 36Q: 3 clusters Score -5906696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5906707.000000 Penalty: 1042.723633
	Iteration 37Q: 3 clusters Score -5906707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5906701.000000 Penalty: 1042.723633
	Iteration 38Q: 3 clusters Score -5906701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5906695.500000 Penalty: 1042.723633
	Iteration 39Q: 3 clusters Score -5906696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5906688.000000 Penalty: 1042.723633
	Iteration 40F: 3 clusters Score -5906688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5906700.000000 Penalty: 1042.723633
	Iteration 41Q: 3 clusters Score -5906700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5906697.500000 Penalty: 1042.723633
	Iteration 42Q: 3 clusters Score -5906698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5906690.500000 Penalty: 1042.723633
	Iteration 43Q: 3 clusters Score -5906690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5906685.000000 Penalty: 1042.723633
	Iteration 44Q: 3 clusters Score -5906685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5906678.500000 Penalty: 1042.723633
	Iteration 45Q: 3 clusters Score -5906678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5906667.000000 Penalty: 1042.723633
	Iteration 46Q: 3 clusters Score -5906667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93232 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5906669.000000 Penalty: 1042.723633
	Iteration 47Q: 3 clusters Score -5906669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5906672.500000 Penalty: 1042.723633
	Iteration 48Q: 3 clusters Score -5906672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5906675.500000 Penalty: 1042.723633
	Iteration 49Q: 3 clusters Score -5906676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5906677.000000 Penalty: 1042.723633
	Iteration 50Q: 3 clusters Score -5906677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5906679.000000 Penalty: 1042.723633
	Iteration 51Q: 3 clusters Score -5906679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5906674.500000 Penalty: 1042.723633
	Iteration 52Q: 3 clusters Score -5906674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5906669.500000 Penalty: 1042.723633
	Iteration 53Q: 3 clusters Score -5906670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5906664.500000 Penalty: 1042.723633
	Iteration 54Q: 3 clusters Score -5906664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5906666.000000 Penalty: 1042.723633
	Iteration 55Q: 3 clusters Score -5906666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5906672.500000 Penalty: 1042.723633
	Iteration 56Q: 3 clusters Score -5906672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5906669.500000 Penalty: 1042.723633
	Iteration 57Q: 3 clusters Score -5906670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5906678.000000 Penalty: 1042.723633
	Iteration 58Q: 3 clusters Score -5906678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5906670.000000 Penalty: 1042.723633
	Iteration 59Q: 3 clusters Score -5906670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5906669.000000 Penalty: 1042.723633
	Iteration 60F: 3 clusters Score -5906669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93289 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5906669.500000 Penalty: 1042.723633
	Iteration 61Q: 3 clusters Score -5906670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5906671.500000 Penalty: 1042.723633
	Iteration 62Q: 3 clusters Score -5906672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5906664.500000 Penalty: 1042.723633
	Iteration 63Q: 3 clusters Score -5906664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5906660.500000 Penalty: 1042.723633
	Iteration 64Q: 3 clusters Score -5906660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5906668.000000 Penalty: 1042.723633
	Iteration 65Q: 3 clusters Score -5906668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5906667.000000 Penalty: 1042.723633
	Iteration 66Q: 3 clusters Score -5906667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5906665.500000 Penalty: 1042.723633
	Iteration 67Q: 3 clusters Score -5906666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5906666.500000 Penalty: 1042.723633
	Iteration 68Q: 3 clusters Score -5906666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5906671.000000 Penalty: 1042.723633
	Iteration 69Q: 3 clusters Score -5906671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5906670.000000 Penalty: 1042.723633
	Iteration 70Q: 3 clusters Score -5906670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5906667.500000 Penalty: 1042.723633
	Iteration 71Q: 3 clusters Score -5906668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5906670.500000 Penalty: 1042.723633
	Iteration 72Q: 3 clusters Score -5906670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5906668.500000 Penalty: 1042.723633
	Iteration 73Q: 3 clusters Score -5906668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5906666.000000 Penalty: 1042.723633
	Iteration 74Q: 3 clusters Score -5906666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5906666.000000 Penalty: 1042.723633
	Iteration 75F: 3 clusters Score -5906666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -33142.566406 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -33142.57 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 179 members 
Entering Unmasked Estep 
Score: -32715.042969 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -32715.04 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32805.738281 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -32805.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32822.753906 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -32822.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32839.214844 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -32839.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32851.117188 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -32851.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32865.093750 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -32865.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32872.703125 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -32872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -32874.464844 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -32874.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32875.898438 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -32875.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32877.816406 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -32877.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32880.113281 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -32880.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32880.773438 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -32880.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32880.773438 Penalty: 546.802002
	Iteration 12F: 3 clusters Score -32880.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -34447.867188 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -34447.87 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 305 members 
Entering Unmasked Estep 
Score: -33942.343750 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -33942.34 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34085.882812 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -34085.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34136.859375 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -34136.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34167.671875 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -34167.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34179.246094 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -34179.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34184.691406 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -34184.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34186.355469 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -34186.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34187.500000 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -34187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34190.050781 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -34190.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34193.179688 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -34193.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34196.011719 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -34196.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -34202.296875 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -34202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -34208.886719 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -34208.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -34211.488281 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -34211.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -34212.601562 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -34212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34213.195312 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -34213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34213.195312 Penalty: 577.930603
	Iteration 16F: 3 clusters Score -34213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -36619.726562 Penalty: 281.845459
	Iteration 0F: 2 clusters Score -36619.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36146.781250 Penalty: 563.690918
	Iteration 0F: 3 clusters Score -36146.78 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36238.671875 Penalty: 563.690918
	Iteration 1F: 3 clusters Score -36238.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36272.347656 Penalty: 563.690918
	Iteration 2F: 3 clusters Score -36272.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36290.507812 Penalty: 563.690918
	Iteration 3F: 3 clusters Score -36290.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36309.230469 Penalty: 563.690918
	Iteration 4Q: 3 clusters Score -36309.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36334.320312 Penalty: 563.690918
	Iteration 5Q: 3 clusters Score -36334.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36352.597656 Penalty: 563.690918
	Iteration 6Q: 3 clusters Score -36352.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36360.425781 Penalty: 563.690918
	Iteration 7Q: 3 clusters Score -36360.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36365.339844 Penalty: 563.690918
	Iteration 8Q: 3 clusters Score -36365.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36371.417969 Penalty: 563.690918
	Iteration 9Q: 3 clusters Score -36371.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36375.847656 Penalty: 563.690918
	Iteration 10Q: 3 clusters Score -36375.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36377.894531 Penalty: 563.690918
	Iteration 11Q: 3 clusters Score -36377.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36381.191406 Penalty: 563.690918
	Iteration 12Q: 3 clusters Score -36381.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36385.453125 Penalty: 563.690918
	Iteration 13Q: 3 clusters Score -36385.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36388.691406 Penalty: 563.690918
	Iteration 14Q: 3 clusters Score -36388.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36392.410156 Penalty: 563.690918
	Iteration 15Q: 3 clusters Score -36392.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36400.214844 Penalty: 563.690918
	Iteration 16Q: 3 clusters Score -36400.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36401.097656 Penalty: 563.690918
	Iteration 17Q: 3 clusters Score -36401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36401.410156 Penalty: 563.690918
	Iteration 18Q: 3 clusters Score -36401.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36401.898438 Penalty: 563.690918
	Iteration 19Q: 3 clusters Score -36401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36402.449219 Penalty: 563.690918
	Iteration 20F: 3 clusters Score -36402.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36403.117188 Penalty: 563.690918
	Iteration 21Q: 3 clusters Score -36403.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36403.429688 Penalty: 563.690918
	Iteration 22Q: 3 clusters Score -36403.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36403.644531 Penalty: 563.690918
	Iteration 23Q: 3 clusters Score -36403.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36403.644531 Penalty: 563.690918
	Iteration 24F: 3 clusters Score -36403.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7524.162598 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -7524.163 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 84 members 
Entering Unmasked Estep 
Score: -7261.650391 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -7261.65 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7392.234863 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -7392.235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7461.505371 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -7461.505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7489.370117 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -7489.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7530.569824 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -7530.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7560.349609 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -7560.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7583.578613 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -7583.579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7620.605469 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -7620.605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7664.323242 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -7664.323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7755.030762 Penalty: 476.516235
	Iteration 9Q: 3 clusters Score -7755.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7755.030762 Penalty: 476.516235
	Iteration 10F: 3 clusters Score -7755.031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 95 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 93 members 
Entering Unmasked Estep 
Score: -14087248.000000 Penalty: 61289.605469
Splitting cluster 82 changes total score from -14087336.000000 to -14087248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -5201.004395 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -5201.004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4994.020020 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -4994.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5049.386230 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -5049.386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5076.800781 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -5076.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5081.633789 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -5081.634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5085.639648 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -5085.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5091.895508 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -5091.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5091.895508 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -5091.896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -6281.319336 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -6281.319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6043.532715 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6043.533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6069.578125 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6069.578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6087.332520 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -6087.333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6096.970215 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -6096.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6103.016113 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -6103.016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6109.661133 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -6109.661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6111.080078 Penalty: 436.416962
	Iteration 6Q: 3 clusters Score -6111.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6111.080078 Penalty: 436.416962
	Iteration 7F: 3 clusters Score -6111.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -9950.288086 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -9950.288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9713.319336 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -9713.319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9791.067383 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -9791.067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9801.544922 Penalty: 467.891388
	Iteration 2Q: 3 clusters Score -9801.545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9810.150391 Penalty: 467.891388
	Iteration 3Q: 3 clusters Score -9810.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9814.590820 Penalty: 467.891388
	Iteration 4Q: 3 clusters Score -9814.591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9818.206055 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -9818.206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9821.497070 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -9821.497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9825.733398 Penalty: 467.891388
	Iteration 7Q: 3 clusters Score -9825.733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9832.046875 Penalty: 467.891388
	Iteration 8Q: 3 clusters Score -9832.047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9833.447266 Penalty: 467.891388
	Iteration 9Q: 3 clusters Score -9833.447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -9833.447266 Penalty: 467.891388
	Iteration 10F: 3 clusters Score -9833.447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -4858.574219 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -4858.574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4692.686035 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -4692.686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4741.499023 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -4741.499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4757.212891 Penalty: 403.204315
	Iteration 2F: 3 clusters Score -4757.213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4784.322266 Penalty: 403.204315
	Iteration 3Q: 3 clusters Score -4784.322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4785.336426 Penalty: 403.204315
	Iteration 4Q: 3 clusters Score -4785.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -4787.682617 Penalty: 403.204315
	Iteration 5Q: 3 clusters Score -4787.683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -4787.682617 Penalty: 403.204315
	Iteration 6F: 3 clusters Score -4787.683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 87 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16620.375000 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16620.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16310.719727 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16310.72 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16398.185547 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16398.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16435.337891 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16435.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16461.167969 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16461.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16477.310547 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16477.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16483.419922 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16483.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16484.472656 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16484.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16484.472656 Penalty: 499.116516
	Iteration 7F: 3 clusters Score -16484.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -23725.867188 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -23725.87 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 206 members 
Entering Unmasked Estep 
Score: -23320.238281 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -23320.24 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23425.101562 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -23425.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23455.367188 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -23455.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23480.388672 Penalty: 541.981201
	Iteration 3F: 3 clusters Score -23480.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -23505.773438 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -23505.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23535.583984 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -23535.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23546.947266 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -23546.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23556.732422 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -23556.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23562.802734 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -23562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23564.810547 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -23564.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23565.560547 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -23565.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23567.179688 Penalty: 541.981201
	Iteration 11Q: 3 clusters Score -23567.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23569.787109 Penalty: 541.981201
	Iteration 12Q: 3 clusters Score -23569.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23575.072266 Penalty: 541.981201
	Iteration 13Q: 3 clusters Score -23575.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23576.511719 Penalty: 541.981201
	Iteration 14Q: 3 clusters Score -23576.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23577.253906 Penalty: 541.981201
	Iteration 15Q: 3 clusters Score -23577.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23577.253906 Penalty: 541.981201
	Iteration 16F: 3 clusters Score -23577.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -14931.480469 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -14931.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14589.628906 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -14589.63 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14675.725586 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -14675.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14708.612305 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -14708.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14736.236328 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -14736.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14753.699219 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -14753.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14768.026367 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -14768.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14781.268555 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -14781.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14794.469727 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -14794.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14799.442383 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -14799.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14799.442383 Penalty: 515.329407
	Iteration 9F: 3 clusters Score -14799.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -14454.448242 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -14454.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14167.405273 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -14167.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14226.914062 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -14226.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14257.019531 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -14257.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14266.195312 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -14266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14269.504883 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -14269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14270.920898 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -14270.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14272.248047 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -14272.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14272.248047 Penalty: 479.375092
	Iteration 7F: 3 clusters Score -14272.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -30216.511719 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -30216.51 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 269 members 
Entering Unmasked Estep 
Score: -29719.193359 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -29719.19 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29844.906250 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -29844.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29896.117188 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -29896.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29921.322266 Penalty: 568.923279
	Iteration 3F: 3 clusters Score -29921.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29937.818359 Penalty: 568.923279
	Iteration 4Q: 3 clusters Score -29937.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29949.353516 Penalty: 568.923279
	Iteration 5Q: 3 clusters Score -29949.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29957.052734 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -29957.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29962.925781 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -29962.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29967.794922 Penalty: 568.923279
	Iteration 8Q: 3 clusters Score -29967.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29971.568359 Penalty: 568.923279
	Iteration 9Q: 3 clusters Score -29971.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29974.757812 Penalty: 568.923279
	Iteration 10Q: 3 clusters Score -29974.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29978.982422 Penalty: 568.923279
	Iteration 11Q: 3 clusters Score -29978.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29986.958984 Penalty: 568.923279
	Iteration 12Q: 3 clusters Score -29986.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29988.359375 Penalty: 568.923279
	Iteration 13Q: 3 clusters Score -29988.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29994.302734 Penalty: 568.923279
	Iteration 14Q: 3 clusters Score -29994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29996.867188 Penalty: 568.923279
	Iteration 15Q: 3 clusters Score -29996.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29997.673828 Penalty: 568.923279
	Iteration 16Q: 3 clusters Score -29997.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30002.277344 Penalty: 568.923279
	Iteration 17Q: 3 clusters Score -30002.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30005.080078 Penalty: 568.923279
	Iteration 18Q: 3 clusters Score -30005.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30005.080078 Penalty: 568.923279
	Iteration 19F: 3 clusters Score -30005.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (73 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Entering Unmasked Estep 
Score: -2205.387207 Penalty: 195.215912
	Iteration 0F: 2 clusters Score -2205.387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2053.943604 Penalty: 390.431824
	Iteration 0F: 3 clusters Score -2053.944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2105.286621 Penalty: 390.431824
	Iteration 1F: 3 clusters Score -2105.287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2142.847412 Penalty: 390.431824
	Iteration 2F: 3 clusters Score -2142.847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2152.932861 Penalty: 390.431824
	Iteration 3Q: 3 clusters Score -2152.933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2152.932861 Penalty: 390.431824
	Iteration 4F: 3 clusters Score -2152.933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -58220.390625 Penalty: 313.615204
	Iteration 0F: 2 clusters Score -58220.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -57430.464844 Penalty: 627.230408
	Iteration 0F: 3 clusters Score -57430.46 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -57644.175781 Penalty: 627.230408
	Iteration 1F: 3 clusters Score -57644.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57671.140625 Penalty: 627.230408
	Iteration 2F: 3 clusters Score -57671.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -57691.824219 Penalty: 627.230408
	Iteration 3Q: 3 clusters Score -57691.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57718.058594 Penalty: 627.230408
	Iteration 4Q: 3 clusters Score -57718.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57741.519531 Penalty: 627.230408
	Iteration 5Q: 3 clusters Score -57741.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57758.718750 Penalty: 627.230408
	Iteration 6Q: 3 clusters Score -57758.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57773.527344 Penalty: 627.230408
	Iteration 7Q: 3 clusters Score -57773.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57794.667969 Penalty: 627.230408
	Iteration 8Q: 3 clusters Score -57794.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57815.082031 Penalty: 627.230408
	Iteration 9Q: 3 clusters Score -57815.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -57836.941406 Penalty: 627.230408
	Iteration 10Q: 3 clusters Score -57836.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57851.960938 Penalty: 627.230408
	Iteration 11Q: 3 clusters Score -57851.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -57866.406250 Penalty: 627.230408
	Iteration 12Q: 3 clusters Score -57866.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -57879.613281 Penalty: 627.230408
	Iteration 13Q: 3 clusters Score -57879.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -57889.429688 Penalty: 627.230408
	Iteration 14Q: 3 clusters Score -57889.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57899.191406 Penalty: 627.230408
	Iteration 15Q: 3 clusters Score -57899.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -57902.324219 Penalty: 627.230408
	Iteration 16Q: 3 clusters Score -57902.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -57907.230469 Penalty: 627.230408
	Iteration 17Q: 3 clusters Score -57907.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -57914.425781 Penalty: 627.230408
	Iteration 18Q: 3 clusters Score -57914.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -57917.539062 Penalty: 627.230408
	Iteration 19Q: 3 clusters Score -57917.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -57919.039062 Penalty: 627.230408
	Iteration 20F: 3 clusters Score -57919.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -57921.054688 Penalty: 627.230408
	Iteration 21Q: 3 clusters Score -57921.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -57927.027344 Penalty: 627.230408
	Iteration 22Q: 3 clusters Score -57927.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -57933.894531 Penalty: 627.230408
	Iteration 23Q: 3 clusters Score -57933.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -57937.527344 Penalty: 627.230408
	Iteration 24Q: 3 clusters Score -57937.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -57940.121094 Penalty: 627.230408
	Iteration 25Q: 3 clusters Score -57940.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -57943.824219 Penalty: 627.230408
	Iteration 26Q: 3 clusters Score -57943.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -57947.351562 Penalty: 627.230408
	Iteration 27Q: 3 clusters Score -57947.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -57948.000000 Penalty: 627.230408
	Iteration 28Q: 3 clusters Score -57948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -57948.726562 Penalty: 627.230408
	Iteration 29Q: 3 clusters Score -57948.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -57949.605469 Penalty: 627.230408
	Iteration 30Q: 3 clusters Score -57949.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -57949.808594 Penalty: 627.230408
	Iteration 31Q: 3 clusters Score -57949.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -57949.808594 Penalty: 627.230408
	Iteration 32F: 3 clusters Score -57949.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Entering Unmasked Estep 
Score: -10575.188477 Penalty: 226.754105
	Iteration 0F: 2 clusters Score -10575.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10325.753906 Penalty: 453.508209
	Iteration 0F: 3 clusters Score -10325.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10383.399414 Penalty: 453.508209
	Iteration 1F: 3 clusters Score -10383.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10400.513672 Penalty: 453.508209
	Iteration 2F: 3 clusters Score -10400.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10404.923828 Penalty: 453.508209
	Iteration 3Q: 3 clusters Score -10404.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10408.654297 Penalty: 453.508209
	Iteration 4Q: 3 clusters Score -10408.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10414.559570 Penalty: 453.508209
	Iteration 5Q: 3 clusters Score -10414.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10415.234375 Penalty: 453.508209
	Iteration 6Q: 3 clusters Score -10415.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10415.234375 Penalty: 453.508209
	Iteration 7F: 3 clusters Score -10415.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -4327.671875 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -4327.672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4180.044922 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -4180.045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4206.208008 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -4206.208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4215.902344 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -4215.902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4215.902344 Penalty: 386.613068
	Iteration 3F: 3 clusters Score -4215.902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -19400.287109 Penalty: 274.396179
	Iteration 0F: 2 clusters Score -19400.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18972.009766 Penalty: 548.792358
	Iteration 0F: 3 clusters Score -18972.01 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19218.285156 Penalty: 548.792358
	Iteration 1F: 3 clusters Score -19218.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19355.921875 Penalty: 548.792358
	Iteration 2F: 3 clusters Score -19355.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19406.718750 Penalty: 548.792358
	Iteration 3F: 3 clusters Score -19406.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19433.349609 Penalty: 548.792358
	Iteration 4Q: 3 clusters Score -19433.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19465.386719 Penalty: 548.792358
	Iteration 5Q: 3 clusters Score -19465.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -19483.841797 Penalty: 548.792358
	Iteration 6Q: 3 clusters Score -19483.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19491.810547 Penalty: 548.792358
	Iteration 7Q: 3 clusters Score -19491.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19495.298828 Penalty: 548.792358
	Iteration 8Q: 3 clusters Score -19495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19498.427734 Penalty: 548.792358
	Iteration 9Q: 3 clusters Score -19498.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19498.427734 Penalty: 548.792358
	Iteration 10F: 3 clusters Score -19498.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 145 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 271 members 
Entering Unmasked Estep 
Score: -14087140.000000 Penalty: 61289.605469
Splitting cluster 96 changes total score from -14087336.000000 to -14087140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 97 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -6096.982422 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -6096.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5897.133301 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -5897.133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5935.047852 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -5935.048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5952.571289 Penalty: 419.070496
	Iteration 2Q: 3 clusters Score -5952.571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5954.199707 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -5954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5955.951660 Penalty: 419.070496
	Iteration 4Q: 3 clusters Score -5955.952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5955.951660 Penalty: 419.070496
	Iteration 5F: 3 clusters Score -5955.952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (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: -13414.352539 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -13414.35 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 92 members 
Entering Unmasked Estep 
Score: -13145.846680 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -13145.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13202.448242 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -13202.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13228.303711 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -13228.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13240.843750 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -13240.84 nChanged 2
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: -13244.845703 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -13244.85 nChanged 3
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: -13249.803711 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -13249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13265.610352 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -13265.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13280.552734 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -13280.55 nChanged 6
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: -13292.739258 Penalty: 479.842987
	Iteration 8Q: 3 clusters Score -13292.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13307.742188 Penalty: 479.842987
	Iteration 9Q: 3 clusters Score -13307.74 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: -13324.668945 Penalty: 479.842987
	Iteration 10Q: 3 clusters Score -13324.67 nChanged 4
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: -13332.446289 Penalty: 479.842987
	Iteration 11Q: 3 clusters Score -13332.45 nChanged 3
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: -13338.716797 Penalty: 479.842987
	Iteration 12Q: 3 clusters Score -13338.72 nChanged 2
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: -13342.076172 Penalty: 479.842987
	Iteration 13Q: 3 clusters Score -13342.08 nChanged 1
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: -13343.163086 Penalty: 479.842987
	Iteration 14Q: 3 clusters Score -13343.16 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: -13343.163086 Penalty: 479.842987
	Iteration 15F: 3 clusters Score -13343.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -11990.554688 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -11990.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11686.344727 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -11686.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11791.392578 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -11791.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11845.553711 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -11845.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11882.441406 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -11882.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11948.729492 Penalty: 493.670471
	Iteration 4F: 3 clusters Score -11948.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12002.786133 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -12002.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12019.183594 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -12019.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12034.748047 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -12034.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12043.121094 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -12043.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12047.280273 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -12047.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12047.280273 Penalty: 493.670471
	Iteration 10F: 3 clusters Score -12047.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 97 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 256 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 130 members 
Entering Unmasked Estep 
Score: -14087079.000000 Penalty: 61289.605469
Splitting cluster 99 changes total score from -14087336.000000 to -14087079.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 100 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -6017.474609 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -6017.475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5837.841309 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -5837.841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5877.641602 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -5877.642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5879.547852 Penalty: 415.355682
	Iteration 2Q: 3 clusters Score -5879.548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5879.547852 Penalty: 415.355682
	Iteration 3F: 3 clusters Score -5879.548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -5234.990234 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -5234.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5035.875977 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5035.876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5055.574219 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -5055.574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5060.358398 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -5060.358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5064.576172 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -5064.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5074.659668 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -5074.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5075.556641 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -5075.557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5075.556641 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -5075.557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (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: -19414.564453 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -19414.56 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 163 members 
Entering Unmasked Estep 
Score: -19028.203125 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -19028.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19130.570312 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -19130.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19162.330078 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -19162.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19173.447266 Penalty: 523.194763
	Iteration 3Q: 3 clusters Score -19173.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19177.806641 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -19177.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19181.232422 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -19181.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19186.255859 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -19186.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19194.574219 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -19194.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19201.042969 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -19201.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19204.078125 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -19204.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19204.675781 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -19204.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19205.371094 Penalty: 523.194763
	Iteration 11Q: 3 clusters Score -19205.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19206.621094 Penalty: 523.194763
	Iteration 12Q: 3 clusters Score -19206.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19208.048828 Penalty: 523.194763
	Iteration 13Q: 3 clusters Score -19208.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19209.736328 Penalty: 523.194763
	Iteration 14Q: 3 clusters Score -19209.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19210.330078 Penalty: 523.194763
	Iteration 15Q: 3 clusters Score -19210.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19210.869141 Penalty: 523.194763
	Iteration 16Q: 3 clusters Score -19210.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19210.869141 Penalty: 523.194763
	Iteration 17F: 3 clusters Score -19210.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -15840.519531 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -15840.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15522.195312 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -15522.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15640.462891 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -15640.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15677.293945 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -15677.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15707.096680 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -15707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15730.698242 Penalty: 504.611145
	Iteration 4F: 3 clusters Score -15730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15741.729492 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -15741.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15757.934570 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -15757.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15782.912109 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -15782.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15815.493164 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -15815.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15821.033203 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -15821.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15824.699219 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -15824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15835.117188 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -15835.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15838.533203 Penalty: 504.611145
	Iteration 12Q: 3 clusters Score -15838.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15844.384766 Penalty: 504.611145
	Iteration 13Q: 3 clusters Score -15844.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15850.097656 Penalty: 504.611145
	Iteration 14Q: 3 clusters Score -15850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15868.356445 Penalty: 504.611145
	Iteration 15Q: 3 clusters Score -15868.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15877.577148 Penalty: 504.611145
	Iteration 16Q: 3 clusters Score -15877.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15894.478516 Penalty: 504.611145
	Iteration 17Q: 3 clusters Score -15894.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15901.502930 Penalty: 504.611145
	Iteration 18Q: 3 clusters Score -15901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15904.871094 Penalty: 504.611145
	Iteration 19Q: 3 clusters Score -15904.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15910.458984 Penalty: 504.611145
	Iteration 20F: 3 clusters Score -15910.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15915.544922 Penalty: 504.611145
	Iteration 21Q: 3 clusters Score -15915.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15917.044922 Penalty: 504.611145
	Iteration 22Q: 3 clusters Score -15917.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15917.044922 Penalty: 504.611145
	Iteration 23F: 3 clusters Score -15917.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1104 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 81 members 
Mstep: Class 10 contains 87 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 16378 members 
Mstep: Class 13 contains 342 members 
Mstep: Class 14 contains 38 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 269 members 
Mstep: Class 17 contains 899 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 187 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 520 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 462 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 144 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 1577 members 
Mstep: Class 32 contains 86 members 
Mstep: Class 33 contains 133 members 
Mstep: Class 34 contains 25416 members 
Mstep: Class 35 contains 304 members 
Mstep: Class 36 contains 869 members 
Mstep: Class 37 contains 437 members 
Mstep: Class 38 contains 2901 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 249 members 
Mstep: Class 42 contains 460 members 
Mstep: Class 43 contains 97 members 
Mstep: Class 44 contains 146 members 
Mstep: Class 45 contains 286 members 
Mstep: Class 46 contains 146 members 
Mstep: Class 47 contains 496 members 
Mstep: Class 48 contains 148 members 
Mstep: Class 49 contains 173 members 
Mstep: Class 50 contains 57 members 
Mstep: Class 51 contains 401 members 
Mstep: Class 52 contains 1124 members 
Mstep: Class 53 contains 212 members 
Mstep: Class 54 contains 375 members 
Mstep: Class 55 contains 82 members 
Mstep: Class 56 contains 277 members 
Mstep: Class 57 contains 1193 members 
Mstep: Class 58 contains 321 members 
Mstep: Class 59 contains 1130 members 
Mstep: Class 60 contains 40 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 453 members 
Mstep: Class 63 contains 255 members 
Mstep: Class 64 contains 419 members 
Mstep: Class 65 contains 537 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 230 members 
Mstep: Class 68 contains 126 members 
Mstep: Class 69 contains 211 members 
Mstep: Class 70 contains 202 members 
Mstep: Class 71 contains 157 members 
Mstep: Class 72 contains 608 members 
Mstep: Class 73 contains 2002 members 
Mstep: Class 74 contains 406 members 
Mstep: Class 75 contains 2175 members 
Mstep: Class 76 contains 418 members 
Mstep: Class 77 contains 215 members 
Mstep: Class 78 contains 94703 members 
Mstep: Class 79 contains 407 members 
Mstep: Class 80 contains 573 members 
Mstep: Class 81 contains 490 members 
Mstep: Class 82 contains 188 members 
Mstep: Class 83 contains 104 members 
Mstep: Class 84 contains 121 members 
Mstep: Class 85 contains 171 members 
Mstep: Class 86 contains 84 members 
Mstep: Class 87 contains 241 members 
Mstep: Class 88 contains 386 members 
Mstep: Class 89 contains 288 members 
Mstep: Class 90 contains 194 members 
Mstep: Class 91 contains 519 members 
Mstep: Class 92 contains 73 members 
Mstep: Class 93 contains 985 members 
Mstep: Class 94 contains 146 members 
Mstep: Class 95 contains 70 members 
Mstep: Class 96 contains 416 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 195 members 
Mstep: Class 99 contains 227 members 
Mstep: Class 100 contains 96 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 314 members 
Mstep: Class 103 contains 65 members 
Mstep: Class 104 contains 445 members 
Mstep: Class 105 contains 149 members 
Mstep: Class 106 contains 117 members 
Mstep: Class 107 contains 41 members 
Mstep: Class 108 contains 89 members 
Mstep: Class 109 contains 191 members 
Entering Unmasked Estep 
Score: -14087102.000000 Penalty: 61289.605469
Splitting cluster 103 changes total score from -14087336.000000 to -14087102.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 104 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -27752.519531 Penalty: 277.462372
	Iteration 0F: 2 clusters Score -27752.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27297.812500 Penalty: 554.924744
	Iteration 0F: 3 clusters Score -27297.81 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27426.150391 Penalty: 554.924744
	Iteration 1F: 3 clusters Score -27426.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27486.828125 Penalty: 554.924744
	Iteration 2F: 3 clusters Score -27486.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27524.521484 Penalty: 554.924744
	Iteration 3F: 3 clusters Score -27524.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27545.197266 Penalty: 554.924744
	Iteration 4Q: 3 clusters Score -27545.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27567.107422 Penalty: 554.924744
	Iteration 5Q: 3 clusters Score -27567.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27575.281250 Penalty: 554.924744
	Iteration 6Q: 3 clusters Score -27575.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27577.070312 Penalty: 554.924744
	Iteration 7Q: 3 clusters Score -27577.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27577.677734 Penalty: 554.924744
	Iteration 8Q: 3 clusters Score -27577.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27577.677734 Penalty: 554.924744
	Iteration 9F: 3 clusters Score -27577.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -5662.632324 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -5662.632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5448.693848 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -5448.694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5575.895996 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -5575.896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5604.262695 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -5604.263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5617.517090 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -5617.517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5634.329102 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -5634.329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5642.133301 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -5642.133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5642.133301 Penalty: 455.359100
	Iteration 6F: 3 clusters Score -5642.133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -5110.308105 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -5110.308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4894.694824 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -4894.695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4965.272461 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -4965.272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4993.640625 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -4993.641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5015.322266 Penalty: 433.357849
	Iteration 3F: 3 clusters Score -5015.322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5035.852539 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -5035.853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5048.356934 Penalty: 433.357849
	Iteration 5F: 3 clusters Score -5048.357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5050.746094 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -5050.746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5050.746094 Penalty: 433.357849
	Iteration 7F: 3 clusters Score -5050.746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (41 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Entering Unmasked Estep 
Score: -1351.345825 Penalty: 168.967529
	Iteration 0F: 2 clusters Score -1351.346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1253.788818 Penalty: 337.935059
	Iteration 0F: 3 clusters Score -1253.789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -1303.050659 Penalty: 337.935059
	Iteration 1F: 3 clusters Score -1303.051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 108 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -3733.894775 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -3733.895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3547.723389 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -3547.723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3630.333984 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -3630.334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3661.492920 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -3661.493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3670.912598 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -3670.913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3677.708496 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -3677.708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3694.506836 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -3694.507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3696.913086 Penalty: 408.465912
	Iteration 6Q: 3 clusters Score -3696.913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3696.913086 Penalty: 408.465912
	Iteration 7F: 3 clusters Score -3696.913 nChanged 0
--- Evaluating fit on full set of 698461 points ---
Entering Unmasked Estep 
Score: -42349916.000000 Penalty: 66125.898438
23->109 Clusters: Score -42349916.000000, best is -42508084.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 232820 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10174 members 
Mstep: Class 3 contains 10021 members 
Mstep: Class 4 contains 10149 members 
Mstep: Class 5 contains 10214 members 
Mstep: Class 6 contains 10098 members 
Mstep: Class 7 contains 10222 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 10175 members 
Mstep: Class 10 contains 10036 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 10178 members 
Mstep: Class 13 contains 9973 members 
Mstep: Class 14 contains 10093 members 
Mstep: Class 15 contains 10195 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 10030 members 
Mstep: Class 20 contains 10042 members 
Mstep: Class 21 contains 10003 members 
Mstep: Class 22 contains 10236 members 
Mstep: Class 23 contains 10150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3.745647 but Gain 562.290039
Score: -9114858.000000 Penalty: 12370.378906
Iteration 0F: 23 clusters Score -9114858 nChanged 222842
Entering Unmasked Mstep 
Mstep: Class 0 contains 6142 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 4 contains 77 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 315 members 
Mstep: Class 10 contains 190985 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 87 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 61 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 7168 members 
Mstep: Class 18 contains 109 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12955156.000000 Penalty: 12370.378906
Iteration 1F: 23 clusters Score -1.295516e+07 nChanged 27361
Entering Unmasked Mstep 
Mstep: Class 0 contains 2895 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 418 members 
Mstep: Class 8 contains 7612 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 192372 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 2013 members 
Mstep: Class 15 contains 108 members 
Mstep: Class 16 contains 447 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 1752 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13367305.000000 Penalty: 12370.378906
Iteration 2F: 23 clusters Score -1.33673e+07 nChanged 15556
Entering Unmasked Mstep 
Mstep: Class 0 contains 2003 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2874 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 187128 members 
Mstep: Class 11 contains 599 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 179 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 4676 members 
Mstep: Class 20 contains 4535 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13522203.000000 Penalty: 12370.378906
Iteration 3F: 23 clusters Score -1.35222e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1182 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 4 contains 665 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 8288 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 184148 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 1338 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 4773 members 
Mstep: Class 20 contains 5467 members 
Mstep: Class 21 contains 850 members 
Mstep: Class 22 contains 1204 members 
Mstep: Class 23 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13575982.000000 Penalty: 12370.378906
Iteration 4Q: 23 clusters Score -1.357598e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 697 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 9010 members 
Mstep: Class 9 contains 1002 members 
Mstep: Class 10 contains 181978 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 1536 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 14 contains 1263 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 325 members 
Mstep: Class 19 contains 4816 members 
Mstep: Class 20 contains 6414 members 
Mstep: Class 21 contains 905 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13602013.000000 Penalty: 12370.378906
Iteration 5Q: 23 clusters Score -1.360201e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 669 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2025 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 9625 members 
Mstep: Class 9 contains 896 members 
Mstep: Class 10 contains 180027 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 3196 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 210 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 7571 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 517.614075 but Gain 562.290039
Score: -13616328.000000 Penalty: 11808.088867
Iteration 6Q: 22 clusters Score -1.361633e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 663 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 4311 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 10538 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 177925 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 1244 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 20 contains 8791 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13627822.000000 Penalty: 11808.088867
Iteration 7Q: 22 clusters Score -1.362782e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1941 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 4527 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 2041 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 175053 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 3611 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 4012 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 9591 members 
Mstep: Class 21 contains 993 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13635139.000000 Penalty: 11808.088867
Iteration 8Q: 22 clusters Score -1.363514e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1929 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 15794 members 
Mstep: Class 9 contains 743 members 
Mstep: Class 10 contains 171544 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 19 contains 4899 members 
Mstep: Class 20 contains 10057 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13634685.000000 Penalty: 11808.088867
Iteration 9Q: 22 clusters Score -1.363468e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1922 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 2068 members 
Mstep: Class 8 contains 19071 members 
Mstep: Class 9 contains 724 members 
Mstep: Class 10 contains 168087 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 649 members 
Mstep: Class 17 contains 3685 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 10303 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 910 members 
Mstep: Class 23 contains 878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13628830.000000 Penalty: 11808.088867
Iteration 10Q: 22 clusters Score -1.362883e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1924 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 22186 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 164850 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 19 contains 4892 members 
Mstep: Class 20 contains 10367 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13625486.000000 Penalty: 11808.088867
Iteration 11Q: 22 clusters Score -1.362549e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1926 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 8 contains 25000 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 161973 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3072 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 3583 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 10360 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13625632.000000 Penalty: 11808.088867
Iteration 12Q: 22 clusters Score -1.362563e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 5579 members 
Mstep: Class 6 contains 2023 members 
Mstep: Class 7 contains 2085 members 
Mstep: Class 8 contains 27600 members 
Mstep: Class 9 contains 706 members 
Mstep: Class 10 contains 159340 members 
Mstep: Class 11 contains 1498 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3130 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 10289 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13625874.000000 Penalty: 11808.088867
Iteration 13Q: 22 clusters Score -1.362587e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1940 members 
Mstep: Class 4 contains 1217 members 
Mstep: Class 5 contains 5586 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 29866 members 
Mstep: Class 9 contains 704 members 
Mstep: Class 10 contains 157053 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 10225 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13625515.000000 Penalty: 11808.088867
Iteration 14Q: 22 clusters Score -1.362552e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 31870 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 155036 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3244 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 3514 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 10175 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13625453.000000 Penalty: 11808.088867
Iteration 15Q: 22 clusters Score -1.362545e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 7 contains 2104 members 
Mstep: Class 8 contains 33579 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 153321 members 
Mstep: Class 11 contains 1528 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 670 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 10142 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13627921.000000 Penalty: 11808.088867
Iteration 16Q: 22 clusters Score -1.362792e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1980 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 5604 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 35071 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 151828 members 
Mstep: Class 11 contains 1533 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 10110 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13628303.000000 Penalty: 11808.088867
Iteration 17Q: 22 clusters Score -1.36283e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1985 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 5604 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 36334 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 150573 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 979 members 
Entering Unmasked Estep 
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Iteration 18Q: 22 clusters Score -1.362821e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1985 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 1969 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 37339 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 149563 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 3510 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 10062 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 915 members 
Mstep: Class 23 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13628112.000000 Penalty: 11808.088867
Iteration 19Q: 22 clusters Score -1.362811e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 665 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1985 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 38247 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 148657 members 
Mstep: Class 11 contains 1550 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3509 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 10047 members 
Mstep: Class 21 contains 1008 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13642525.000000 Penalty: 11808.088867
Iteration 20F: 22 clusters Score -1.364252e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 5648 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 41735 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 145137 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 3388 members 
Mstep: Class 14 contains 1218 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 674 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 9995 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 929 members 
Mstep: Class 23 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13645847.000000 Penalty: 11808.088867
Iteration 21Q: 22 clusters Score -1.364585e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1877 members 
Mstep: Class 4 contains 1404 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 2107 members 
Mstep: Class 8 contains 45286 members 
Mstep: Class 9 contains 630 members 
Mstep: Class 10 contains 141561 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 3403 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 679 members 
Mstep: Class 17 contains 3498 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 10005 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 1017 members 
Entering Unmasked Estep 
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Iteration 22Q: 22 clusters Score -1.364802e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 48859 members 
Mstep: Class 9 contains 615 members 
Mstep: Class 10 contains 137986 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 3406 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 3502 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 10023 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13651091.000000 Penalty: 11808.088867
Iteration 23Q: 22 clusters Score -1.365109e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1866 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 5670 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 52468 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 134381 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 13 contains 3405 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 682 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 10038 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 933 members 
Mstep: Class 23 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13654766.000000 Penalty: 11808.088867
Iteration 24Q: 22 clusters Score -1.365477e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 1963 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 56145 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 130688 members 
Mstep: Class 11 contains 1524 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 13 contains 3404 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 10066 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13658625.000000 Penalty: 11808.088867
Iteration 25Q: 22 clusters Score -1.365862e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 59855 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 126975 members 
Mstep: Class 11 contains 1536 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 3398 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 22 clusters Score -1.36628e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 5660 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 63778 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 123042 members 
Mstep: Class 11 contains 1548 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 3390 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13668703.000000 Penalty: 11808.088867
Iteration 27Q: 22 clusters Score -1.36687e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 1449 members 
Mstep: Class 5 contains 5660 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 8 contains 67744 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 119041 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 3388 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 10119 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 936 members 
Mstep: Class 23 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13672005.000000 Penalty: 11808.088867
Iteration 28Q: 22 clusters Score -1.3672e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 1961 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 72069 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 114719 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 10119 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 937 members 
Mstep: Class 23 contains 908 members 
Entering Unmasked Estep 
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Score: -13678850.000000 Penalty: 11808.088867
Iteration 29Q: 22 clusters Score -1.367885e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 1452 members 
Mstep: Class 5 contains 5645 members 
Mstep: Class 6 contains 1960 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 76417 members 
Mstep: Class 9 contains 604 members 
Mstep: Class 10 contains 110337 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 3398 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 20 contains 10127 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 906 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -1.3687e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 1959 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 80512 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 106195 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 20 contains 10149 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 906 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -1.369479e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2047 members 
Mstep: Class 8 contains 84168 members 
Mstep: Class 9 contains 603 members 
Mstep: Class 10 contains 102503 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3491 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 10176 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 910 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -1.3699e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 87549 members 
Mstep: Class 9 contains 602 members 
Mstep: Class 10 contains 99044 members 
Mstep: Class 11 contains 1669 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 3399 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3487 members 
Mstep: Class 19 contains 4884 members 
Mstep: Class 20 contains 10214 members 
Mstep: Class 21 contains 1307 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 949 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -1.369998e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 5601 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 90938 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 95600 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 3395 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 185 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 952 members 
Mstep: Class 23 contains 1006 members 
Entering Unmasked Estep 
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Iteration 34Q: 22 clusters Score -1.369806e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 5580 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 95009 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 91480 members 
Mstep: Class 11 contains 1700 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3467 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10218 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 1087 members 
Entering Unmasked Estep 
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Iteration 35Q: 22 clusters Score -1.3696e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 5558 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 100708 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 85719 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3458 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 10219 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 1156 members 
Entering Unmasked Estep 
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Iteration 36Q: 22 clusters Score -1.369377e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 5553 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2057 members 
Mstep: Class 8 contains 108558 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 77723 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 3367 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 10253 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 1252 members 
Entering Unmasked Estep 
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Iteration 37Q: 22 clusters Score -1.369682e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 5557 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 118427 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 67692 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3441 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 10276 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 950 members 
Mstep: Class 23 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13707871.000000 Penalty: 11808.088867
Iteration 38Q: 22 clusters Score -1.370787e+07 nChanged 10938
Entering ConstructFrom: 
Score: -13707871.000000 Penalty: 11808.088867
Entering ConstructFrom: 
Trying to split cluster 1 (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: -93155.570312 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -93155.57 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 848 members 
Entering Unmasked Estep 
Score: -92002.289062 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -92002.29 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -93394.625000 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -93394.62 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -94793.507812 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -94793.51 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -97033.664062 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -97033.66 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -97485.578125 Penalty: 676.194336
	Iteration 4F: 3 clusters Score -97485.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -97582.976562 Penalty: 676.194336
	Iteration 5Q: 3 clusters Score -97582.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -97602.429688 Penalty: 676.194336
	Iteration 6Q: 3 clusters Score -97602.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -97604.875000 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -97604.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -97605.351562 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -97605.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -97605.671875 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -97605.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -97605.984375 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -97605.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -97606.742188 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -97606.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -97608.046875 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -97608.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -97608.765625 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -97608.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -97610.304688 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -97610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -97610.906250 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -97610.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -97610.992188 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -97610.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -97611.671875 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -97611.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -97611.804688 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -97611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -97611.984375 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -97611.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -97611.984375 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -97611.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 128874 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 57031 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Entering Unmasked Estep 
Score: -13722434.000000 Penalty: 12370.378906
Splitting cluster 1 changes total score from -13707871.000000 to -13722434.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -91592.734375 Penalty: 342.783081
	Iteration 0F: 2 clusters Score -91592.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -90377.351562 Penalty: 685.566162
	Iteration 0F: 3 clusters Score -90377.35 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -91764.632812 Penalty: 685.566162
	Iteration 1F: 3 clusters Score -91764.63 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -92085.781250 Penalty: 685.566162
	Iteration 2F: 3 clusters Score -92085.78 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -92569.523438 Penalty: 685.566162
	Iteration 3F: 3 clusters Score -92569.52 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -93439.015625 Penalty: 685.566162
	Iteration 4F: 3 clusters Score -93439.02 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -95058.562500 Penalty: 685.566162
	Iteration 5F: 3 clusters Score -95058.56 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -98775.414062 Penalty: 685.566162
	Iteration 6F: 3 clusters Score -98775.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -100504.109375 Penalty: 685.566162
	Iteration 7Q: 3 clusters Score -100504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -101757.921875 Penalty: 685.566162
	Iteration 8Q: 3 clusters Score -101757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -103117.609375 Penalty: 685.566162
	Iteration 9Q: 3 clusters Score -103117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -103117.609375 Penalty: 685.566162
	Iteration 10F: 3 clusters Score -103117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 128874 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 57031 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Entering Unmasked Estep 
Score: -13733753.000000 Penalty: 12932.668945
Splitting cluster 2 changes total score from -13707871.000000 to -13733753.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -77274.164062 Penalty: 331.615112
	Iteration 0F: 2 clusters Score -77274.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -76259.164062 Penalty: 663.230225
	Iteration 0F: 3 clusters Score -76259.16 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -76757.367188 Penalty: 663.230225
	Iteration 1F: 3 clusters Score -76757.37 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -76893.796875 Penalty: 663.230225
	Iteration 2F: 3 clusters Score -76893.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -76974.804688 Penalty: 663.230225
	Iteration 3F: 3 clusters Score -76974.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -77060.367188 Penalty: 663.230225
	Iteration 4F: 3 clusters Score -77060.37 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77138.960938 Penalty: 663.230225
	Iteration 5F: 3 clusters Score -77138.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -77196.210938 Penalty: 663.230225
	Iteration 6Q: 3 clusters Score -77196.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77237.281250 Penalty: 663.230225
	Iteration 7Q: 3 clusters Score -77237.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77301.484375 Penalty: 663.230225
	Iteration 8Q: 3 clusters Score -77301.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77391.835938 Penalty: 663.230225
	Iteration 9Q: 3 clusters Score -77391.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77465.640625 Penalty: 663.230225
	Iteration 10Q: 3 clusters Score -77465.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77538.812500 Penalty: 663.230225
	Iteration 11Q: 3 clusters Score -77538.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77576.007812 Penalty: 663.230225
	Iteration 12Q: 3 clusters Score -77576.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77597.828125 Penalty: 663.230225
	Iteration 13Q: 3 clusters Score -77597.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77608.851562 Penalty: 663.230225
	Iteration 14Q: 3 clusters Score -77608.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77617.265625 Penalty: 663.230225
	Iteration 15Q: 3 clusters Score -77617.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77629.054688 Penalty: 663.230225
	Iteration 16Q: 3 clusters Score -77629.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77653.148438 Penalty: 663.230225
	Iteration 17Q: 3 clusters Score -77653.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77679.890625 Penalty: 663.230225
	Iteration 18Q: 3 clusters Score -77679.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77695.320312 Penalty: 663.230225
	Iteration 19Q: 3 clusters Score -77695.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77706.789062 Penalty: 663.230225
	Iteration 20F: 3 clusters Score -77706.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77713.015625 Penalty: 663.230225
	Iteration 21Q: 3 clusters Score -77713.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77718.492188 Penalty: 663.230225
	Iteration 22Q: 3 clusters Score -77718.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77723.445312 Penalty: 663.230225
	Iteration 23Q: 3 clusters Score -77723.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77729.148438 Penalty: 663.230225
	Iteration 24Q: 3 clusters Score -77729.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77731.359375 Penalty: 663.230225
	Iteration 25Q: 3 clusters Score -77731.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77731.757812 Penalty: 663.230225
	Iteration 26Q: 3 clusters Score -77731.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77731.757812 Penalty: 663.230225
	Iteration 27F: 3 clusters Score -77731.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 128874 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 57031 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Entering Unmasked Estep 
Score: -13733976.000000 Penalty: 13494.958984
Splitting cluster 4 changes total score from -13707871.000000 to -13733976.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -330941.375000 Penalty: 392.411652
	Iteration 0F: 2 clusters Score -330941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -327481.312500 Penalty: 784.823303
	Iteration 0F: 3 clusters Score -327481.3 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -333443.093750 Penalty: 784.823303
	Iteration 1F: 3 clusters Score -333443.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -335445.343750 Penalty: 784.823303
	Iteration 2F: 3 clusters Score -335445.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -336566.906250 Penalty: 784.823303
	Iteration 3F: 3 clusters Score -336566.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -336847.062500 Penalty: 784.823303
	Iteration 4Q: 3 clusters Score -336847.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -336932.968750 Penalty: 784.823303
	Iteration 5Q: 3 clusters Score -336933 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -337021.843750 Penalty: 784.823303
	Iteration 6Q: 3 clusters Score -337021.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -337093.875000 Penalty: 784.823303
	Iteration 7Q: 3 clusters Score -337093.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -337165.718750 Penalty: 784.823303
	Iteration 8Q: 3 clusters Score -337165.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -337242.531250 Penalty: 784.823303
	Iteration 9Q: 3 clusters Score -337242.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -337300.812500 Penalty: 784.823303
	Iteration 10Q: 3 clusters Score -337300.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -337337.468750 Penalty: 784.823303
	Iteration 11Q: 3 clusters Score -337337.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -337364.000000 Penalty: 784.823303
	Iteration 12Q: 3 clusters Score -337364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -337389.093750 Penalty: 784.823303
	Iteration 13Q: 3 clusters Score -337389.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -337403.000000 Penalty: 784.823303
	Iteration 14Q: 3 clusters Score -337403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -337420.781250 Penalty: 784.823303
	Iteration 15Q: 3 clusters Score -337420.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -337443.781250 Penalty: 784.823303
	Iteration 16Q: 3 clusters Score -337443.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -337462.500000 Penalty: 784.823303
	Iteration 17Q: 3 clusters Score -337462.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -337496.093750 Penalty: 784.823303
	Iteration 18Q: 3 clusters Score -337496.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -337541.312500 Penalty: 784.823303
	Iteration 19Q: 3 clusters Score -337541.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -337645.875000 Penalty: 784.823303
	Iteration 20F: 3 clusters Score -337645.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -337774.218750 Penalty: 784.823303
	Iteration 21Q: 3 clusters Score -337774.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -337859.750000 Penalty: 784.823303
	Iteration 22Q: 3 clusters Score -337859.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -337969.406250 Penalty: 784.823303
	Iteration 23Q: 3 clusters Score -337969.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -338151.312500 Penalty: 784.823303
	Iteration 24Q: 3 clusters Score -338151.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -338353.031250 Penalty: 784.823303
	Iteration 25Q: 3 clusters Score -338353 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -338445.125000 Penalty: 784.823303
	Iteration 26Q: 3 clusters Score -338445.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -338507.000000 Penalty: 784.823303
	Iteration 27Q: 3 clusters Score -338507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -338535.593750 Penalty: 784.823303
	Iteration 28Q: 3 clusters Score -338535.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -338558.781250 Penalty: 784.823303
	Iteration 29Q: 3 clusters Score -338558.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -338579.281250 Penalty: 784.823303
	Iteration 30Q: 3 clusters Score -338579.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -338587.718750 Penalty: 784.823303
	Iteration 31Q: 3 clusters Score -338587.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -338595.593750 Penalty: 784.823303
	Iteration 32Q: 3 clusters Score -338595.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -338598.031250 Penalty: 784.823303
	Iteration 33Q: 3 clusters Score -338598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -338599.687500 Penalty: 784.823303
	Iteration 34Q: 3 clusters Score -338599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -338599.125000 Penalty: 784.823303
	Iteration 35Q: 3 clusters Score -338599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -338608.562500 Penalty: 784.823303
	Iteration 36F: 3 clusters Score -338608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -338612.812500 Penalty: 784.823303
	Iteration 37Q: 3 clusters Score -338612.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -338614.000000 Penalty: 784.823303
	Iteration 38Q: 3 clusters Score -338614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -338616.625000 Penalty: 784.823303
	Iteration 39Q: 3 clusters Score -338616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -338619.125000 Penalty: 784.823303
	Iteration 40F: 3 clusters Score -338619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -338621.218750 Penalty: 784.823303
	Iteration 41Q: 3 clusters Score -338621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -338622.781250 Penalty: 784.823303
	Iteration 42Q: 3 clusters Score -338622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -338623.093750 Penalty: 784.823303
	Iteration 43Q: 3 clusters Score -338623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -338623.250000 Penalty: 784.823303
	Iteration 44Q: 3 clusters Score -338623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -338623.250000 Penalty: 784.823303
	Iteration 45F: 3 clusters Score -338623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 128874 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 57031 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Entering Unmasked Estep 
Score: -13741517.000000 Penalty: 14057.249023
Splitting cluster 5 changes total score from -13707871.000000 to -13741517.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -113352.507812 Penalty: 344.875397
	Iteration 0F: 2 clusters Score -113352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -111979.203125 Penalty: 689.750793
	Iteration 0F: 3 clusters Score -111979.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -112825.687500 Penalty: 689.750793
	Iteration 1F: 3 clusters Score -112825.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -113242.015625 Penalty: 689.750793
	Iteration 2F: 3 clusters Score -113242 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -113658.679688 Penalty: 689.750793
	Iteration 3F: 3 clusters Score -113658.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -113927.585938 Penalty: 689.750793
	Iteration 4F: 3 clusters Score -113927.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -114129.632812 Penalty: 689.750793
	Iteration 5F: 3 clusters Score -114129.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -114367.656250 Penalty: 689.750793
	Iteration 6Q: 3 clusters Score -114367.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -114730.546875 Penalty: 689.750793
	Iteration 7Q: 3 clusters Score -114730.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -115359.843750 Penalty: 689.750793
	Iteration 8Q: 3 clusters Score -115359.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -116541.578125 Penalty: 689.750793
	Iteration 9Q: 3 clusters Score -116541.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -116741.406250 Penalty: 689.750793
	Iteration 10Q: 3 clusters Score -116741.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -116791.250000 Penalty: 689.750793
	Iteration 11Q: 3 clusters Score -116791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -116807.234375 Penalty: 689.750793
	Iteration 12Q: 3 clusters Score -116807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -116815.125000 Penalty: 689.750793
	Iteration 13Q: 3 clusters Score -116815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -116818.148438 Penalty: 689.750793
	Iteration 14Q: 3 clusters Score -116818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -116820.367188 Penalty: 689.750793
	Iteration 15Q: 3 clusters Score -116820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -116820.789062 Penalty: 689.750793
	Iteration 16Q: 3 clusters Score -116820.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -116822.875000 Penalty: 689.750793
	Iteration 17F: 3 clusters Score -116822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -116824.179688 Penalty: 689.750793
	Iteration 18Q: 3 clusters Score -116824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -116824.617188 Penalty: 689.750793
	Iteration 19Q: 3 clusters Score -116824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -116824.617188 Penalty: 689.750793
	Iteration 20F: 3 clusters Score -116824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 128874 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 57031 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Entering Unmasked Estep 
Score: -13744755.000000 Penalty: 14619.539062
Splitting cluster 6 changes total score from -13707871.000000 to -13744755.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -60632.574219 Penalty: 347.472229
	Iteration 0F: 2 clusters Score -60632.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -59303.140625 Penalty: 694.944458
	Iteration 0F: 3 clusters Score -59303.14 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -62444.660156 Penalty: 694.944458
	Iteration 1F: 3 clusters Score -62444.66 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -64369.796875 Penalty: 694.944458
	Iteration 2F: 3 clusters Score -64369.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -65629.132812 Penalty: 694.944458
	Iteration 3F: 3 clusters Score -65629.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -65910.031250 Penalty: 694.944458
	Iteration 4Q: 3 clusters Score -65910.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -66046.382812 Penalty: 694.944458
	Iteration 5Q: 3 clusters Score -66046.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -66096.570312 Penalty: 694.944458
	Iteration 6Q: 3 clusters Score -66096.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -66137.835938 Penalty: 694.944458
	Iteration 7Q: 3 clusters Score -66137.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -66165.507812 Penalty: 694.944458
	Iteration 8Q: 3 clusters Score -66165.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -66233.062500 Penalty: 694.944458
	Iteration 9Q: 3 clusters Score -66233.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -66482.968750 Penalty: 694.944458
	Iteration 10Q: 3 clusters Score -66482.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -67011.320312 Penalty: 694.944458
	Iteration 11Q: 3 clusters Score -67011.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -67028.562500 Penalty: 694.944458
	Iteration 12Q: 3 clusters Score -67028.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -67035.992188 Penalty: 694.944458
	Iteration 13Q: 3 clusters Score -67035.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -67039.039062 Penalty: 694.944458
	Iteration 14Q: 3 clusters Score -67039.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -67042.968750 Penalty: 694.944458
	Iteration 15Q: 3 clusters Score -67042.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -67044.273438 Penalty: 694.944458
	Iteration 16Q: 3 clusters Score -67044.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -67044.757812 Penalty: 694.944458
	Iteration 17Q: 3 clusters Score -67044.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -67050.132812 Penalty: 694.944458
	Iteration 18F: 3 clusters Score -67050.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -67054.953125 Penalty: 694.944458
	Iteration 19Q: 3 clusters Score -67054.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -67055.265625 Penalty: 694.944458
	Iteration 20F: 3 clusters Score -67055.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 128874 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 57031 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Entering Unmasked Estep 
Score: -13750962.000000 Penalty: 15181.828125
Splitting cluster 7 changes total score from -13707871.000000 to -13750962.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (128874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Entering Unmasked Estep 
Score: -7785222.500000 Penalty: 535.379822
	Iteration 0F: 2 clusters Score -7785222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -7700879.500000 Penalty: 1070.759644
	Iteration 0F: 3 clusters Score -7700880 nChanged 63122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -7749255.000000 Penalty: 1070.759644
	Iteration 1F: 3 clusters Score -7749255 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -7770910.500000 Penalty: 1070.759644
	Iteration 2F: 3 clusters Score -7770910 nChanged 17577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -7793292.000000 Penalty: 1070.759644
	Iteration 3F: 3 clusters Score -7793292 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -7803223.000000 Penalty: 1070.759644
	Iteration 4F: 3 clusters Score -7803223 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
Score: -7806091.000000 Penalty: 1070.759644
	Iteration 5Q: 3 clusters Score -7806091 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -7807446.000000 Penalty: 1070.759644
	Iteration 6Q: 3 clusters Score -7807446 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -7808212.000000 Penalty: 1070.759644
	Iteration 7Q: 3 clusters Score -7808212 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -7808545.000000 Penalty: 1070.759644
	Iteration 8Q: 3 clusters Score -7808545 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -7808792.500000 Penalty: 1070.759644
	Iteration 9Q: 3 clusters Score -7808792 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -7808965.000000 Penalty: 1070.759644
	Iteration 10Q: 3 clusters Score -7808965 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -7809098.500000 Penalty: 1070.759644
	Iteration 11Q: 3 clusters Score -7809098 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -7809152.000000 Penalty: 1070.759644
	Iteration 12Q: 3 clusters Score -7809152 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 112527 members 
Entering Unmasked Estep 
Score: -7809227.500000 Penalty: 1070.759644
	Iteration 13Q: 3 clusters Score -7809228 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 112786 members 
Entering Unmasked Estep 
Score: -7809239.000000 Penalty: 1070.759644
	Iteration 14Q: 3 clusters Score -7809239 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -7809296.500000 Penalty: 1070.759644
	Iteration 15Q: 3 clusters Score -7809296 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 113148 members 
Entering Unmasked Estep 
Score: -7809291.500000 Penalty: 1070.759644
	Iteration 16Q: 3 clusters Score -7809292 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 113274 members 
Entering Unmasked Estep 
Score: -7809323.000000 Penalty: 1070.759644
	Iteration 17Q: 3 clusters Score -7809323 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -7809334.500000 Penalty: 1070.759644
	Iteration 18Q: 3 clusters Score -7809334 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 113468 members 
Entering Unmasked Estep 
Score: -7809304.000000 Penalty: 1070.759644
	Iteration 19Q: 3 clusters Score -7809304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 113538 members 
Entering Unmasked Estep 
Score: -7809314.000000 Penalty: 1070.759644
	Iteration 20F: 3 clusters Score -7809314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 113595 members 
Entering Unmasked Estep 
Score: -7809308.500000 Penalty: 1070.759644
	Iteration 21Q: 3 clusters Score -7809308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 113639 members 
Entering Unmasked Estep 
Score: -7809307.500000 Penalty: 1070.759644
	Iteration 22Q: 3 clusters Score -7809308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 113677 members 
Entering Unmasked Estep 
Score: -7809302.500000 Penalty: 1070.759644
	Iteration 23Q: 3 clusters Score -7809302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -7809305.000000 Penalty: 1070.759644
	Iteration 24Q: 3 clusters Score -7809305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 113733 members 
Entering Unmasked Estep 
Score: -7809297.500000 Penalty: 1070.759644
	Iteration 25Q: 3 clusters Score -7809298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -7809292.000000 Penalty: 1070.759644
	Iteration 26Q: 3 clusters Score -7809292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 113766 members 
Entering Unmasked Estep 
Score: -7809297.500000 Penalty: 1070.759644
	Iteration 27Q: 3 clusters Score -7809298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 113775 members 
Entering Unmasked Estep 
Score: -7809296.000000 Penalty: 1070.759644
	Iteration 28Q: 3 clusters Score -7809296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -7809307.500000 Penalty: 1070.759644
	Iteration 29Q: 3 clusters Score -7809308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -7809302.000000 Penalty: 1070.759644
	Iteration 30Q: 3 clusters Score -7809302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 113799 members 
Entering Unmasked Estep 
Score: -7809309.500000 Penalty: 1070.759644
	Iteration 31Q: 3 clusters Score -7809310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -7809310.000000 Penalty: 1070.759644
	Iteration 32Q: 3 clusters Score -7809310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -7809308.000000 Penalty: 1070.759644
	Iteration 33Q: 3 clusters Score -7809308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 113807 members 
Entering Unmasked Estep 
Score: -7809305.500000 Penalty: 1070.759644
	Iteration 34Q: 3 clusters Score -7809306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -7809308.500000 Penalty: 1070.759644
	Iteration 35Q: 3 clusters Score -7809308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -7809312.500000 Penalty: 1070.759644
	Iteration 36Q: 3 clusters Score -7809312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 113824 members 
Entering Unmasked Estep 
Score: -7809313.000000 Penalty: 1070.759644
	Iteration 37Q: 3 clusters Score -7809313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 113826 members 
Entering Unmasked Estep 
Score: -7809313.000000 Penalty: 1070.759644
	Iteration 38Q: 3 clusters Score -7809313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -7809316.000000 Penalty: 1070.759644
	Iteration 39Q: 3 clusters Score -7809316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -7809313.500000 Penalty: 1070.759644
	Iteration 40F: 3 clusters Score -7809314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -7809309.000000 Penalty: 1070.759644
	Iteration 41Q: 3 clusters Score -7809309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -7809309.000000 Penalty: 1070.759644
	Iteration 42F: 3 clusters Score -7809309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 601 members 
Mstep: Class 10 contains 57031 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Entering Unmasked Estep 
Score: -13775099.000000 Penalty: 15744.118164
Splitting cluster 8 changes total score from -13707871.000000 to -13775099.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -31181.605469 Penalty: 291.136078
	Iteration 0F: 2 clusters Score -31181.61 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 303 members 
Entering Unmasked Estep 
Score: -30640.242188 Penalty: 582.272156
	Iteration 0F: 3 clusters Score -30640.24 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -30809.890625 Penalty: 582.272156
	Iteration 1F: 3 clusters Score -30809.89 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30873.078125 Penalty: 582.272156
	Iteration 2F: 3 clusters Score -30873.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30943.507812 Penalty: 582.272156
	Iteration 3F: 3 clusters Score -30943.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30993.982422 Penalty: 582.272156
	Iteration 4F: 3 clusters Score -30993.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31048.035156 Penalty: 582.272156
	Iteration 5F: 3 clusters Score -31048.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31108.126953 Penalty: 582.272156
	Iteration 6F: 3 clusters Score -31108.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31138.925781 Penalty: 582.272156
	Iteration 7Q: 3 clusters Score -31138.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31152.347656 Penalty: 582.272156
	Iteration 8Q: 3 clusters Score -31152.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31161.287109 Penalty: 582.272156
	Iteration 9Q: 3 clusters Score -31161.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31173.626953 Penalty: 582.272156
	Iteration 10Q: 3 clusters Score -31173.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31186.261719 Penalty: 582.272156
	Iteration 11Q: 3 clusters Score -31186.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31193.826172 Penalty: 582.272156
	Iteration 12Q: 3 clusters Score -31193.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31203.181641 Penalty: 582.272156
	Iteration 13Q: 3 clusters Score -31203.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31210.892578 Penalty: 582.272156
	Iteration 14Q: 3 clusters Score -31210.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31225.074219 Penalty: 582.272156
	Iteration 15Q: 3 clusters Score -31225.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31239.427734 Penalty: 582.272156
	Iteration 16Q: 3 clusters Score -31239.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31251.828125 Penalty: 582.272156
	Iteration 17Q: 3 clusters Score -31251.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31256.419922 Penalty: 582.272156
	Iteration 18Q: 3 clusters Score -31256.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31264.203125 Penalty: 582.272156
	Iteration 19Q: 3 clusters Score -31264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31266.634766 Penalty: 582.272156
	Iteration 20F: 3 clusters Score -31266.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31269.746094 Penalty: 582.272156
	Iteration 21Q: 3 clusters Score -31269.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31270.650391 Penalty: 582.272156
	Iteration 22Q: 3 clusters Score -31270.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31270.650391 Penalty: 582.272156
	Iteration 23F: 3 clusters Score -31270.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 57031 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Entering Unmasked Estep 
Score: -13774929.000000 Penalty: 16306.408203
Splitting cluster 9 changes total score from -13707871.000000 to -13774929.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (57031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Entering Unmasked Estep 
Score: -3787590.000000 Penalty: 498.286438
	Iteration 0F: 2 clusters Score -3787590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3753177.750000 Penalty: 996.572876
	Iteration 0F: 3 clusters Score -3753178 nChanged 27679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3823212.250000 Penalty: 996.572876
	Iteration 1F: 3 clusters Score -3823212 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3885765.500000 Penalty: 996.572876
	Iteration 2F: 3 clusters Score -3885766 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -3985465.000000 Penalty: 996.572876
	Iteration 3F: 3 clusters Score -3985465 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4016277.500000 Penalty: 996.572876
	Iteration 4Q: 3 clusters Score -4016278 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -4017322.750000 Penalty: 996.572876
	Iteration 5Q: 3 clusters Score -4017323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4017499.000000 Penalty: 996.572876
	Iteration 6Q: 3 clusters Score -4017499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -4017551.250000 Penalty: 996.572876
	Iteration 7Q: 3 clusters Score -4017551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4017575.250000 Penalty: 996.572876
	Iteration 8Q: 3 clusters Score -4017575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4017560.500000 Penalty: 996.572876
	Iteration 9Q: 3 clusters Score -4017560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4017562.500000 Penalty: 996.572876
	Iteration 10Q: 3 clusters Score -4017562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4017553.000000 Penalty: 996.572876
	Iteration 11Q: 3 clusters Score -4017553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4017558.750000 Penalty: 996.572876
	Iteration 12Q: 3 clusters Score -4017559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4017560.000000 Penalty: 996.572876
	Iteration 13Q: 3 clusters Score -4017560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4017559.000000 Penalty: 996.572876
	Iteration 14Q: 3 clusters Score -4017559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4017559.000000 Penalty: 996.572876
	Iteration 15F: 3 clusters Score -4017559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Entering Unmasked Estep 
Score: -14004315.000000 Penalty: 16868.699219
Splitting cluster 10 changes total score from -13707871.000000 to -14004315.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -82578.523438 Penalty: 343.793671
	Iteration 0F: 2 clusters Score -82578.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -81334.445312 Penalty: 687.587341
	Iteration 0F: 3 clusters Score -81334.45 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -83544.093750 Penalty: 687.587341
	Iteration 1F: 3 clusters Score -83544.09 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -84868.500000 Penalty: 687.587341
	Iteration 2F: 3 clusters Score -84868.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -85206.539062 Penalty: 687.587341
	Iteration 3F: 3 clusters Score -85206.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -85366.367188 Penalty: 687.587341
	Iteration 4Q: 3 clusters Score -85366.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -85416.085938 Penalty: 687.587341
	Iteration 5Q: 3 clusters Score -85416.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -85444.132812 Penalty: 687.587341
	Iteration 6Q: 3 clusters Score -85444.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -85455.710938 Penalty: 687.587341
	Iteration 7Q: 3 clusters Score -85455.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -85460.203125 Penalty: 687.587341
	Iteration 8Q: 3 clusters Score -85460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -85465.734375 Penalty: 687.587341
	Iteration 9Q: 3 clusters Score -85465.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -85469.945312 Penalty: 687.587341
	Iteration 10Q: 3 clusters Score -85469.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -85472.039062 Penalty: 687.587341
	Iteration 11Q: 3 clusters Score -85472.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -85473.273438 Penalty: 687.587341
	Iteration 12Q: 3 clusters Score -85473.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -85474.085938 Penalty: 687.587341
	Iteration 13Q: 3 clusters Score -85474.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -85474.867188 Penalty: 687.587341
	Iteration 14Q: 3 clusters Score -85474.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -85474.921875 Penalty: 687.587341
	Iteration 15Q: 3 clusters Score -85474.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -85474.921875 Penalty: 687.587341
	Iteration 16F: 3 clusters Score -85474.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Entering Unmasked Estep 
Score: -14007007.000000 Penalty: 17430.988281
Splitting cluster 11 changes total score from -13707871.000000 to -14007007.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -86668.140625 Penalty: 340.666382
	Iteration 0F: 2 clusters Score -86668.14 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 882 members 
Entering Unmasked Estep 
Score: -85447.398438 Penalty: 681.332764
	Iteration 0F: 3 clusters Score -85447.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -86950.429688 Penalty: 681.332764
	Iteration 1F: 3 clusters Score -86950.43 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -87977.078125 Penalty: 681.332764
	Iteration 2F: 3 clusters Score -87977.08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -89010.093750 Penalty: 681.332764
	Iteration 3F: 3 clusters Score -89010.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -89160.492188 Penalty: 681.332764
	Iteration 4Q: 3 clusters Score -89160.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -89206.695312 Penalty: 681.332764
	Iteration 5Q: 3 clusters Score -89206.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -89217.468750 Penalty: 681.332764
	Iteration 6Q: 3 clusters Score -89217.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -89220.781250 Penalty: 681.332764
	Iteration 7Q: 3 clusters Score -89220.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -89223.328125 Penalty: 681.332764
	Iteration 8Q: 3 clusters Score -89223.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -89224.937500 Penalty: 681.332764
	Iteration 9Q: 3 clusters Score -89224.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -89226.789062 Penalty: 681.332764
	Iteration 10Q: 3 clusters Score -89226.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -89227.640625 Penalty: 681.332764
	Iteration 11Q: 3 clusters Score -89227.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -89229.515625 Penalty: 681.332764
	Iteration 12Q: 3 clusters Score -89229.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -89231.054688 Penalty: 681.332764
	Iteration 13Q: 3 clusters Score -89231.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -89232.570312 Penalty: 681.332764
	Iteration 14Q: 3 clusters Score -89232.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -89234.171875 Penalty: 681.332764
	Iteration 15Q: 3 clusters Score -89234.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -89239.312500 Penalty: 681.332764
	Iteration 16Q: 3 clusters Score -89239.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -89245.320312 Penalty: 681.332764
	Iteration 17Q: 3 clusters Score -89245.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -89246.328125 Penalty: 681.332764
	Iteration 18Q: 3 clusters Score -89246.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -89247.781250 Penalty: 681.332764
	Iteration 19Q: 3 clusters Score -89247.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -89249.390625 Penalty: 681.332764
	Iteration 20F: 3 clusters Score -89249.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -89250.320312 Penalty: 681.332764
	Iteration 21Q: 3 clusters Score -89250.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89250.453125 Penalty: 681.332764
	Iteration 22Q: 3 clusters Score -89250.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89250.453125 Penalty: 681.332764
	Iteration 23F: 3 clusters Score -89250.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Entering Unmasked Estep 
Score: -14009368.000000 Penalty: 17993.277344
Splitting cluster 12 changes total score from -13707871.000000 to -14009368.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -194891.421875 Penalty: 369.337708
	Iteration 0F: 2 clusters Score -194891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -192597.781250 Penalty: 738.675415
	Iteration 0F: 3 clusters Score -192597.8 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -193688.640625 Penalty: 738.675415
	Iteration 1F: 3 clusters Score -193688.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -194076.937500 Penalty: 738.675415
	Iteration 2F: 3 clusters Score -194076.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -194537.515625 Penalty: 738.675415
	Iteration 3F: 3 clusters Score -194537.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -195021.281250 Penalty: 738.675415
	Iteration 4F: 3 clusters Score -195021.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -195262.078125 Penalty: 738.675415
	Iteration 5F: 3 clusters Score -195262.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -195366.484375 Penalty: 738.675415
	Iteration 6F: 3 clusters Score -195366.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -195418.515625 Penalty: 738.675415
	Iteration 7Q: 3 clusters Score -195418.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -195456.390625 Penalty: 738.675415
	Iteration 8Q: 3 clusters Score -195456.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -195476.390625 Penalty: 738.675415
	Iteration 9Q: 3 clusters Score -195476.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -195494.687500 Penalty: 738.675415
	Iteration 10Q: 3 clusters Score -195494.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -195511.796875 Penalty: 738.675415
	Iteration 11Q: 3 clusters Score -195511.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -195528.234375 Penalty: 738.675415
	Iteration 12Q: 3 clusters Score -195528.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -195543.640625 Penalty: 738.675415
	Iteration 13Q: 3 clusters Score -195543.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195552.515625 Penalty: 738.675415
	Iteration 14Q: 3 clusters Score -195552.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -195555.328125 Penalty: 738.675415
	Iteration 15Q: 3 clusters Score -195555.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -195557.640625 Penalty: 738.675415
	Iteration 16Q: 3 clusters Score -195557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -195559.015625 Penalty: 738.675415
	Iteration 17Q: 3 clusters Score -195559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -195559.656250 Penalty: 738.675415
	Iteration 18Q: 3 clusters Score -195559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -195560.015625 Penalty: 738.675415
	Iteration 19Q: 3 clusters Score -195560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -195560.062500 Penalty: 738.675415
	Iteration 20F: 3 clusters Score -195560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Entering Unmasked Estep 
Score: -14009816.000000 Penalty: 18555.568359
Splitting cluster 13 changes total score from -13707871.000000 to -14009816.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -52150.722656 Penalty: 322.255951
	Iteration 0F: 2 clusters Score -52150.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -51401.621094 Penalty: 644.511902
	Iteration 0F: 3 clusters Score -51401.62 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53706.238281 Penalty: 644.511902
	Iteration 1F: 3 clusters Score -53706.24 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -54121.535156 Penalty: 644.511902
	Iteration 2F: 3 clusters Score -54121.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -54275.535156 Penalty: 644.511902
	Iteration 3F: 3 clusters Score -54275.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -54316.214844 Penalty: 644.511902
	Iteration 4Q: 3 clusters Score -54316.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -54319.207031 Penalty: 644.511902
	Iteration 5Q: 3 clusters Score -54319.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -54320.042969 Penalty: 644.511902
	Iteration 6Q: 3 clusters Score -54320.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -54320.160156 Penalty: 644.511902
	Iteration 7Q: 3 clusters Score -54320.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -54320.160156 Penalty: 644.511902
	Iteration 8F: 3 clusters Score -54320.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 187 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Entering Unmasked Estep 
Score: -14011740.000000 Penalty: 19117.857422
Splitting cluster 14 changes total score from -13707871.000000 to -14011740.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -10490.208008 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10490.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10226.936523 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10226.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10328.306641 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10328.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10381.202148 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10381.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10455.603516 Penalty: 476.030884
	Iteration 3F: 3 clusters Score -10455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10499.377930 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10499.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10569.130859 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10569.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10669.876953 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10669.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10719.674805 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -10719.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10727.120117 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -10727.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10727.120117 Penalty: 476.030884
	Iteration 9F: 3 clusters Score -10727.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Entering Unmasked Estep 
Score: -14011658.000000 Penalty: 19680.148438
Splitting cluster 15 changes total score from -13707871.000000 to -14011658.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -37243.316406 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -37243.32 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 336 members 
Entering Unmasked Estep 
Score: -36714.246094 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -36714.25 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -37566.476562 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -37566.48 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -38039.328125 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -38039.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38602.054688 Penalty: 595.364929
	Iteration 3F: 3 clusters Score -38602.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39329.277344 Penalty: 595.364929
	Iteration 4F: 3 clusters Score -39329.28 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40384.300781 Penalty: 595.364929
	Iteration 5F: 3 clusters Score -40384.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -40736.710938 Penalty: 595.364929
	Iteration 6F: 3 clusters Score -40736.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -41091.312500 Penalty: 595.364929
	Iteration 7F: 3 clusters Score -41091.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -41285.156250 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -41285.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -41303.894531 Penalty: 595.364929
	Iteration 9Q: 3 clusters Score -41303.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -41303.894531 Penalty: 595.364929
	Iteration 10F: 3 clusters Score -41303.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Entering Unmasked Estep 
Score: -14015467.000000 Penalty: 20242.437500
Splitting cluster 16 changes total score from -13707871.000000 to -14015467.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -196700.875000 Penalty: 370.477112
	Iteration 0F: 2 clusters Score -196700.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -194344.609375 Penalty: 740.954224
	Iteration 0F: 3 clusters Score -194344.6 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -195479.015625 Penalty: 740.954224
	Iteration 1F: 3 clusters Score -195479 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -196118.390625 Penalty: 740.954224
	Iteration 2F: 3 clusters Score -196118.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -197047.171875 Penalty: 740.954224
	Iteration 3F: 3 clusters Score -197047.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -197782.078125 Penalty: 740.954224
	Iteration 4F: 3 clusters Score -197782.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -198119.390625 Penalty: 740.954224
	Iteration 5F: 3 clusters Score -198119.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -198252.203125 Penalty: 740.954224
	Iteration 6Q: 3 clusters Score -198252.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -198302.593750 Penalty: 740.954224
	Iteration 7Q: 3 clusters Score -198302.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -198320.250000 Penalty: 740.954224
	Iteration 8Q: 3 clusters Score -198320.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -198325.781250 Penalty: 740.954224
	Iteration 9Q: 3 clusters Score -198325.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -198327.937500 Penalty: 740.954224
	Iteration 10Q: 3 clusters Score -198327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -198329.343750 Penalty: 740.954224
	Iteration 11Q: 3 clusters Score -198329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -198330.093750 Penalty: 740.954224
	Iteration 12Q: 3 clusters Score -198330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -198330.859375 Penalty: 740.954224
	Iteration 13Q: 3 clusters Score -198330.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -198330.640625 Penalty: 740.954224
	Iteration 14Q: 3 clusters Score -198330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -198330.640625 Penalty: 740.954224
	Iteration 15F: 3 clusters Score -198330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 2656 members 
Entering Unmasked Estep 
Score: -14016867.000000 Penalty: 20804.728516
Splitting cluster 17 changes total score from -13707871.000000 to -14016867.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -285617.468750 Penalty: 386.492218
	Iteration 0F: 2 clusters Score -285617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -282319.281250 Penalty: 772.984436
	Iteration 0F: 3 clusters Score -282319.3 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -284192.312500 Penalty: 772.984436
	Iteration 1F: 3 clusters Score -284192.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -285545.343750 Penalty: 772.984436
	Iteration 2F: 3 clusters Score -285545.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -287506.281250 Penalty: 772.984436
	Iteration 3F: 3 clusters Score -287506.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -289914.125000 Penalty: 772.984436
	Iteration 4F: 3 clusters Score -289914.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -290894.750000 Penalty: 772.984436
	Iteration 5Q: 3 clusters Score -290894.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -290935.125000 Penalty: 772.984436
	Iteration 6Q: 3 clusters Score -290935.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -290954.437500 Penalty: 772.984436
	Iteration 7Q: 3 clusters Score -290954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -290967.375000 Penalty: 772.984436
	Iteration 8Q: 3 clusters Score -290967.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -290974.843750 Penalty: 772.984436
	Iteration 9Q: 3 clusters Score -290974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -290974.906250 Penalty: 772.984436
	Iteration 10Q: 3 clusters Score -290974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -290974.906250 Penalty: 772.984436
	Iteration 11F: 3 clusters Score -290974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 2248 members 
Entering Unmasked Estep 
Score: -14022025.000000 Penalty: 21367.017578
Splitting cluster 19 changes total score from -13707871.000000 to -14022025.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (10322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Entering Unmasked Estep 
Score: -570450.750000 Penalty: 420.512512
	Iteration 0F: 2 clusters Score -570450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -563568.375000 Penalty: 841.025024
	Iteration 0F: 3 clusters Score -563568.4 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -566783.750000 Penalty: 841.025024
	Iteration 1F: 3 clusters Score -566783.8 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -567544.625000 Penalty: 841.025024
	Iteration 2F: 3 clusters Score -567544.6 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -568350.625000 Penalty: 841.025024
	Iteration 3F: 3 clusters Score -568350.6 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -568935.312500 Penalty: 841.025024
	Iteration 4F: 3 clusters Score -568935.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -569273.250000 Penalty: 841.025024
	Iteration 5F: 3 clusters Score -569273.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -569494.062500 Penalty: 841.025024
	Iteration 6Q: 3 clusters Score -569494.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -569634.687500 Penalty: 841.025024
	Iteration 7Q: 3 clusters Score -569634.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -569751.562500 Penalty: 841.025024
	Iteration 8Q: 3 clusters Score -569751.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -569849.937500 Penalty: 841.025024
	Iteration 9Q: 3 clusters Score -569849.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -569937.625000 Penalty: 841.025024
	Iteration 10Q: 3 clusters Score -569937.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -570001.250000 Penalty: 841.025024
	Iteration 11Q: 3 clusters Score -570001.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -570056.875000 Penalty: 841.025024
	Iteration 12Q: 3 clusters Score -570056.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -570109.187500 Penalty: 841.025024
	Iteration 13Q: 3 clusters Score -570109.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -570170.875000 Penalty: 841.025024
	Iteration 14Q: 3 clusters Score -570170.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -570226.125000 Penalty: 841.025024
	Iteration 15Q: 3 clusters Score -570226.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -570276.187500 Penalty: 841.025024
	Iteration 16Q: 3 clusters Score -570276.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -570322.812500 Penalty: 841.025024
	Iteration 17Q: 3 clusters Score -570322.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -570370.750000 Penalty: 841.025024
	Iteration 18Q: 3 clusters Score -570370.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -570416.000000 Penalty: 841.025024
	Iteration 19Q: 3 clusters Score -570416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -570456.187500 Penalty: 841.025024
	Iteration 20F: 3 clusters Score -570456.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -570484.625000 Penalty: 841.025024
	Iteration 21Q: 3 clusters Score -570484.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -570504.187500 Penalty: 841.025024
	Iteration 22Q: 3 clusters Score -570504.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -570521.812500 Penalty: 841.025024
	Iteration 23Q: 3 clusters Score -570521.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -570545.500000 Penalty: 841.025024
	Iteration 24Q: 3 clusters Score -570545.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -570567.750000 Penalty: 841.025024
	Iteration 25Q: 3 clusters Score -570567.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -570582.875000 Penalty: 841.025024
	Iteration 26Q: 3 clusters Score -570582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -570593.375000 Penalty: 841.025024
	Iteration 27Q: 3 clusters Score -570593.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -570604.812500 Penalty: 841.025024
	Iteration 28Q: 3 clusters Score -570604.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -570612.125000 Penalty: 841.025024
	Iteration 29Q: 3 clusters Score -570612.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -570618.812500 Penalty: 841.025024
	Iteration 30Q: 3 clusters Score -570618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -570625.562500 Penalty: 841.025024
	Iteration 31Q: 3 clusters Score -570625.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -570631.500000 Penalty: 841.025024
	Iteration 32Q: 3 clusters Score -570631.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -570634.687500 Penalty: 841.025024
	Iteration 33Q: 3 clusters Score -570634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -570636.312500 Penalty: 841.025024
	Iteration 34Q: 3 clusters Score -570636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -570638.937500 Penalty: 841.025024
	Iteration 35Q: 3 clusters Score -570638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -570639.750000 Penalty: 841.025024
	Iteration 36Q: 3 clusters Score -570639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -570641.000000 Penalty: 841.025024
	Iteration 37Q: 3 clusters Score -570641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -570642.000000 Penalty: 841.025024
	Iteration 38Q: 3 clusters Score -570642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -570641.937500 Penalty: 841.025024
	Iteration 39Q: 3 clusters Score -570641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -570641.875000 Penalty: 841.025024
	Iteration 40F: 3 clusters Score -570641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 9694 members 
Entering Unmasked Estep 
Score: -14022055.000000 Penalty: 21929.308594
Splitting cluster 20 changes total score from -13707871.000000 to -14022055.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 21 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -46959.605469 Penalty: 326.275421
	Iteration 0F: 2 clusters Score -46959.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -46155.589844 Penalty: 652.550842
	Iteration 0F: 3 clusters Score -46155.59 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -47961.406250 Penalty: 652.550842
	Iteration 1F: 3 clusters Score -47961.41 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49018.464844 Penalty: 652.550842
	Iteration 2F: 3 clusters Score -49018.46 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49595.171875 Penalty: 652.550842
	Iteration 3F: 3 clusters Score -49595.17 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -49860.953125 Penalty: 652.550842
	Iteration 4Q: 3 clusters Score -49860.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50026.332031 Penalty: 652.550842
	Iteration 5Q: 3 clusters Score -50026.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -50068.964844 Penalty: 652.550842
	Iteration 6Q: 3 clusters Score -50068.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50084.914062 Penalty: 652.550842
	Iteration 7Q: 3 clusters Score -50084.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50108.617188 Penalty: 652.550842
	Iteration 8Q: 3 clusters Score -50108.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50140.468750 Penalty: 652.550842
	Iteration 9Q: 3 clusters Score -50140.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50161.074219 Penalty: 652.550842
	Iteration 10Q: 3 clusters Score -50161.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50169.164062 Penalty: 652.550842
	Iteration 11Q: 3 clusters Score -50169.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50170.429688 Penalty: 652.550842
	Iteration 12Q: 3 clusters Score -50170.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50170.476562 Penalty: 652.550842
	Iteration 13Q: 3 clusters Score -50170.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50189.035156 Penalty: 652.550842
	Iteration 14F: 3 clusters Score -50189.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50221.953125 Penalty: 652.550842
	Iteration 15Q: 3 clusters Score -50221.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50254.917969 Penalty: 652.550842
	Iteration 16Q: 3 clusters Score -50254.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50308.292969 Penalty: 652.550842
	Iteration 17Q: 3 clusters Score -50308.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50344.250000 Penalty: 652.550842
	Iteration 18Q: 3 clusters Score -50344.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50369.855469 Penalty: 652.550842
	Iteration 19Q: 3 clusters Score -50369.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50398.945312 Penalty: 652.550842
	Iteration 20F: 3 clusters Score -50398.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50464.050781 Penalty: 652.550842
	Iteration 21Q: 3 clusters Score -50464.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50595.171875 Penalty: 652.550842
	Iteration 22Q: 3 clusters Score -50595.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50719.925781 Penalty: 652.550842
	Iteration 23Q: 3 clusters Score -50719.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51083.328125 Penalty: 652.550842
	Iteration 24Q: 3 clusters Score -51083.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51200.082031 Penalty: 652.550842
	Iteration 25Q: 3 clusters Score -51200.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51249.019531 Penalty: 652.550842
	Iteration 26Q: 3 clusters Score -51249.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51253.722656 Penalty: 652.550842
	Iteration 27Q: 3 clusters Score -51253.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51253.804688 Penalty: 652.550842
	Iteration 28Q: 3 clusters Score -51253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51294.335938 Penalty: 652.550842
	Iteration 29F: 3 clusters Score -51294.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51407.546875 Penalty: 652.550842
	Iteration 30Q: 3 clusters Score -51407.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51612.929688 Penalty: 652.550842
	Iteration 31Q: 3 clusters Score -51612.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51991.445312 Penalty: 652.550842
	Iteration 32F: 3 clusters Score -51991.45 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52657.882812 Penalty: 652.550842
	Iteration 33F: 3 clusters Score -52657.88 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -53434.609375 Penalty: 652.550842
	Iteration 34F: 3 clusters Score -53434.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -53837.273438 Penalty: 652.550842
	Iteration 35Q: 3 clusters Score -53837.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -53948.054688 Penalty: 652.550842
	Iteration 36Q: 3 clusters Score -53948.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -54063.210938 Penalty: 652.550842
	Iteration 37Q: 3 clusters Score -54063.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -54063.210938 Penalty: 652.550842
	Iteration 38F: 3 clusters Score -54063.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 946 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 9694 members 
Mstep: Class 40 contains 642 members 
Entering Unmasked Estep 
Score: -14028911.000000 Penalty: 22491.597656
Splitting cluster 21 changes total score from -13707871.000000 to -14028911.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -57244.132812 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -57244.13 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 448 members 
Entering Unmasked Estep 
Score: -56511.066406 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -56511.07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -57080.972656 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -57080.97 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57448.792969 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -57448.79 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -57716.843750 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -57716.84 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -57969.640625 Penalty: 623.554077
	Iteration 4F: 3 clusters Score -57969.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -58139.195312 Penalty: 623.554077
	Iteration 5F: 3 clusters Score -58139.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -58238.300781 Penalty: 623.554077
	Iteration 6F: 3 clusters Score -58238.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58261.859375 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -58261.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -58270.027344 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -58270.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -58274.171875 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -58274.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -58275.425781 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -58275.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58275.695312 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -58275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -58275.886719 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -58275.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -58276.121094 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -58276.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -58276.121094 Penalty: 623.554077
	Iteration 14F: 3 clusters Score -58276.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 9694 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 588 members 
Entering Unmasked Estep 
Score: -14029684.000000 Penalty: 23053.888672
Splitting cluster 22 changes total score from -13707871.000000 to -14029684.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -84901.210938 Penalty: 329.968445
	Iteration 0F: 2 clusters Score -84901.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -83864.156250 Penalty: 659.936890
	Iteration 0F: 3 clusters Score -83864.16 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -84297.210938 Penalty: 659.936890
	Iteration 1F: 3 clusters Score -84297.21 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84424.695312 Penalty: 659.936890
	Iteration 2F: 3 clusters Score -84424.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84557.007812 Penalty: 659.936890
	Iteration 3F: 3 clusters Score -84557.01 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -84701.617188 Penalty: 659.936890
	Iteration 4F: 3 clusters Score -84701.62 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84908.601562 Penalty: 659.936890
	Iteration 5F: 3 clusters Score -84908.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85061.257812 Penalty: 659.936890
	Iteration 6F: 3 clusters Score -85061.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85148.890625 Penalty: 659.936890
	Iteration 7F: 3 clusters Score -85148.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -85204.187500 Penalty: 659.936890
	Iteration 8Q: 3 clusters Score -85204.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85236.203125 Penalty: 659.936890
	Iteration 9Q: 3 clusters Score -85236.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85254.742188 Penalty: 659.936890
	Iteration 10Q: 3 clusters Score -85254.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85260.914062 Penalty: 659.936890
	Iteration 11Q: 3 clusters Score -85260.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -85264.812500 Penalty: 659.936890
	Iteration 12Q: 3 clusters Score -85264.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -85278.398438 Penalty: 659.936890
	Iteration 13Q: 3 clusters Score -85278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -85281.000000 Penalty: 659.936890
	Iteration 14Q: 3 clusters Score -85281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85282.671875 Penalty: 659.936890
	Iteration 15Q: 3 clusters Score -85282.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85284.617188 Penalty: 659.936890
	Iteration 16Q: 3 clusters Score -85284.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85284.906250 Penalty: 659.936890
	Iteration 17Q: 3 clusters Score -85284.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85285.218750 Penalty: 659.936890
	Iteration 18Q: 3 clusters Score -85285.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85285.421875 Penalty: 659.936890
	Iteration 19F: 3 clusters Score -85285.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85285.757812 Penalty: 659.936890
	Iteration 20F: 3 clusters Score -85285.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 113829 members 
Mstep: Class 29 contains 188 members 
Mstep: Class 30 contains 36918 members 
Mstep: Class 31 contains 1160 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 9694 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 588 members 
Mstep: Class 42 contains 236 members 
Entering Unmasked Estep 
Score: -14029821.000000 Penalty: 23616.177734
Splitting cluster 23 changes total score from -13707871.000000 to -14029821.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 409 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 15045 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 20113 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 52 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14039185.000000 Penalty: 23616.177734
Iteration 39Q: 43 clusters Score -1.403918e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 440 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 15378 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 20112 members 
Mstep: Class 11 contains 811 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 1449 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 748 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 359 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 117848 members 
Mstep: Class 29 contains 187 members 
Mstep: Class 30 contains 32394 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 853 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 525 members 
Mstep: Class 37 contains 2837 members 
Mstep: Class 38 contains 2239 members 
Mstep: Class 39 contains 9448 members 
Mstep: Class 40 contains 663 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14047965.000000 Penalty: 23616.177734
Iteration 40F: 43 clusters Score -1.404796e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 457 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 1065 members 
Mstep: Class 8 contains 15592 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 20119 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 814 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 696 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 956 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 2379 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 932 members 
Mstep: Class 28 contains 120750 members 
Mstep: Class 29 contains 191 members 
Mstep: Class 30 contains 29413 members 
Mstep: Class 31 contains 653 members 
Mstep: Class 32 contains 869 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 537 members 
Mstep: Class 37 contains 2969 members 
Mstep: Class 38 contains 2238 members 
Mstep: Class 39 contains 9370 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14053410.000000 Penalty: 23616.177734
Iteration 41Q: 43 clusters Score -1.405341e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1038 members 
Mstep: Class 8 contains 15899 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 20123 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 243 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 1437 members 
Mstep: Class 19 contains 2632 members 
Mstep: Class 20 contains 863 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 371 members 
Mstep: Class 23 contains 817 members 
Mstep: Class 24 contains 342 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 122575 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 27352 members 
Mstep: Class 31 contains 631 members 
Mstep: Class 32 contains 873 members 
Mstep: Class 33 contains 875 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 542 members 
Mstep: Class 37 contains 3055 members 
Mstep: Class 38 contains 2241 members 
Mstep: Class 39 contains 9320 members 
Mstep: Class 40 contains 709 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14055708.000000 Penalty: 23616.177734
Iteration 42Q: 43 clusters Score -1.405571e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 1069 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 16313 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 20117 members 
Mstep: Class 11 contains 816 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 904 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 727 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 123789 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 25790 members 
Mstep: Class 31 contains 606 members 
Mstep: Class 32 contains 869 members 
Mstep: Class 33 contains 888 members 
Mstep: Class 34 contains 917 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 543 members 
Mstep: Class 37 contains 3106 members 
Mstep: Class 38 contains 2244 members 
Mstep: Class 39 contains 9266 members 
Mstep: Class 40 contains 720 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14056837.000000 Penalty: 23616.177734
Iteration 43Q: 43 clusters Score -1.405684e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 1064 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 16767 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 20108 members 
Mstep: Class 11 contains 824 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 920 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 343 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 124623 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 24549 members 
Mstep: Class 31 contains 609 members 
Mstep: Class 32 contains 864 members 
Mstep: Class 33 contains 895 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 540 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 2244 members 
Mstep: Class 39 contains 9223 members 
Mstep: Class 40 contains 726 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14057667.000000 Penalty: 23616.177734
Iteration 44Q: 43 clusters Score -1.405767e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 17226 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 20097 members 
Mstep: Class 11 contains 831 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 931 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 604 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 125313 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 23434 members 
Mstep: Class 31 contains 625 members 
Mstep: Class 32 contains 859 members 
Mstep: Class 33 contains 898 members 
Mstep: Class 34 contains 896 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 536 members 
Mstep: Class 37 contains 3177 members 
Mstep: Class 38 contains 2245 members 
Mstep: Class 39 contains 9181 members 
Mstep: Class 40 contains 729 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14058276.000000 Penalty: 23616.177734
Iteration 45Q: 43 clusters Score -1.405828e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 17708 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 20080 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 274 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 850 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 933 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 582 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2208 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 811 members 
Mstep: Class 28 contains 125846 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22402 members 
Mstep: Class 31 contains 664 members 
Mstep: Class 32 contains 860 members 
Mstep: Class 33 contains 899 members 
Mstep: Class 34 contains 886 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 537 members 
Mstep: Class 37 contains 3195 members 
Mstep: Class 38 contains 2246 members 
Mstep: Class 39 contains 9160 members 
Mstep: Class 40 contains 729 members 
Mstep: Class 41 contains 599 members 
Mstep: Class 42 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14059073.000000 Penalty: 23616.177734
Iteration 46Q: 43 clusters Score -1.405907e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 18176 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 20058 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 2735 members 
Mstep: Class 14 contains 278 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 852 members 
Mstep: Class 18 contains 1441 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 20 contains 930 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 565 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2176 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 814 members 
Mstep: Class 28 contains 126250 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21509 members 
Mstep: Class 31 contains 703 members 
Mstep: Class 32 contains 857 members 
Mstep: Class 33 contains 902 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 538 members 
Mstep: Class 37 contains 3211 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 9149 members 
Mstep: Class 40 contains 729 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14060371.000000 Penalty: 23616.177734
Iteration 47Q: 43 clusters Score -1.406037e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 913 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 20039 members 
Mstep: Class 11 contains 846 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 305 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 853 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 371 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2143 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 814 members 
Mstep: Class 28 contains 126584 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 20715 members 
Mstep: Class 31 contains 751 members 
Mstep: Class 32 contains 856 members 
Mstep: Class 33 contains 906 members 
Mstep: Class 34 contains 851 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 542 members 
Mstep: Class 37 contains 3221 members 
Mstep: Class 38 contains 2248 members 
Mstep: Class 39 contains 9139 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14061850.000000 Penalty: 23616.177734
Iteration 48Q: 43 clusters Score -1.406185e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 917 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 19045 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 20021 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 855 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 371 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 126631 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 20201 members 
Mstep: Class 31 contains 810 members 
Mstep: Class 32 contains 853 members 
Mstep: Class 33 contains 910 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 544 members 
Mstep: Class 37 contains 3231 members 
Mstep: Class 38 contains 2249 members 
Mstep: Class 39 contains 9134 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14064054.000000 Penalty: 23616.177734
Iteration 49Q: 43 clusters Score -1.406405e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 3773 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 19409 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19991 members 
Mstep: Class 11 contains 874 members 
Mstep: Class 12 contains 923 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 349 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 857 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 371 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 814 members 
Mstep: Class 28 contains 126477 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 19928 members 
Mstep: Class 31 contains 876 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 917 members 
Mstep: Class 34 contains 807 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 549 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 2251 members 
Mstep: Class 39 contains 9131 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14068129.000000 Penalty: 23616.177734
Iteration 50Q: 43 clusters Score -1.406813e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 19731 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19937 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 848 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 932 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 371 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 815 members 
Mstep: Class 28 contains 126036 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 19932 members 
Mstep: Class 31 contains 858 members 
Mstep: Class 32 contains 844 members 
Mstep: Class 33 contains 939 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 558 members 
Mstep: Class 37 contains 3258 members 
Mstep: Class 38 contains 2253 members 
Mstep: Class 39 contains 9134 members 
Mstep: Class 40 contains 733 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14070579.000000 Penalty: 23616.177734
Iteration 51Q: 43 clusters Score -1.407058e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4066 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 19983 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19863 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 835 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 125570 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 20084 members 
Mstep: Class 31 contains 831 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 965 members 
Mstep: Class 34 contains 771 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 3267 members 
Mstep: Class 38 contains 2255 members 
Mstep: Class 39 contains 9125 members 
Mstep: Class 40 contains 734 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14071682.000000 Penalty: 23616.177734
Iteration 52Q: 43 clusters Score -1.407168e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 20195 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19797 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 2780 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 941 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2029 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 814 members 
Mstep: Class 28 contains 125135 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 20262 members 
Mstep: Class 31 contains 822 members 
Mstep: Class 32 contains 836 members 
Mstep: Class 33 contains 982 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 3272 members 
Mstep: Class 38 contains 2258 members 
Mstep: Class 39 contains 9133 members 
Mstep: Class 40 contains 734 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14072381.000000 Penalty: 23616.177734
Iteration 53Q: 43 clusters Score -1.407238e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 20397 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19751 members 
Mstep: Class 11 contains 943 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 816 members 
Mstep: Class 28 contains 124728 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 20449 members 
Mstep: Class 31 contains 816 members 
Mstep: Class 32 contains 835 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 745 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 548 members 
Mstep: Class 37 contains 3279 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 9150 members 
Mstep: Class 40 contains 735 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14072825.000000 Penalty: 23616.177734
Iteration 54Q: 43 clusters Score -1.407282e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4248 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 20572 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19718 members 
Mstep: Class 11 contains 949 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 2798 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 912 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 124339 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 20651 members 
Mstep: Class 31 contains 815 members 
Mstep: Class 32 contains 833 members 
Mstep: Class 33 contains 995 members 
Mstep: Class 34 contains 732 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 534 members 
Mstep: Class 37 contains 3288 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 9159 members 
Mstep: Class 40 contains 735 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14073414.000000 Penalty: 23616.177734
Iteration 55Q: 43 clusters Score -1.407341e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 20721 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19691 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 901 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 123986 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 20845 members 
Mstep: Class 31 contains 814 members 
Mstep: Class 32 contains 831 members 
Mstep: Class 33 contains 1003 members 
Mstep: Class 34 contains 722 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 529 members 
Mstep: Class 37 contains 3287 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 9170 members 
Mstep: Class 40 contains 735 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14073619.000000 Penalty: 23616.177734
Iteration 56Q: 43 clusters Score -1.407362e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 20836 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 792 members 
Mstep: Class 18 contains 1449 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 898 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 528 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2033 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 825 members 
Mstep: Class 28 contains 123700 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21017 members 
Mstep: Class 31 contains 811 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 1000 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 527 members 
Mstep: Class 37 contains 3293 members 
Mstep: Class 38 contains 2262 members 
Mstep: Class 39 contains 9167 members 
Mstep: Class 40 contains 735 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14073637.000000 Penalty: 23616.177734
Iteration 57Q: 43 clusters Score -1.407364e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 20925 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19658 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 462 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 903 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 528 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 825 members 
Mstep: Class 28 contains 123437 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21186 members 
Mstep: Class 31 contains 807 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 996 members 
Mstep: Class 34 contains 694 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 526 members 
Mstep: Class 37 contains 3299 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 9164 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14073674.000000 Penalty: 23616.177734
Iteration 58Q: 43 clusters Score -1.407367e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 21008 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19648 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 480 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 906 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 527 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 123200 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21330 members 
Mstep: Class 31 contains 804 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 676 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 525 members 
Mstep: Class 37 contains 3304 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 9164 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14073748.000000 Penalty: 23616.177734
Iteration 59Q: 43 clusters Score -1.407375e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 21062 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19641 members 
Mstep: Class 11 contains 966 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 904 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 528 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 900 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 123019 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21458 members 
Mstep: Class 31 contains 801 members 
Mstep: Class 32 contains 827 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 525 members 
Mstep: Class 37 contains 3305 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 9164 members 
Mstep: Class 40 contains 736 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14074297.000000 Penalty: 23616.177734
Iteration 60F: 43 clusters Score -1.40743e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 924 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 21088 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19633 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 576 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 1448 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 20 contains 924 members 
Mstep: Class 21 contains 738 members 
Mstep: Class 22 contains 374 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2030 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 122861 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21567 members 
Mstep: Class 31 contains 846 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 998 members 
Mstep: Class 34 contains 580 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 524 members 
Mstep: Class 37 contains 3304 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 9165 members 
Mstep: Class 40 contains 736 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14075133.000000 Penalty: 23616.177734
Iteration 61Q: 43 clusters Score -1.407513e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 922 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4322 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 21109 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19623 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 173 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 937 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 346 members 
Mstep: Class 25 contains 2037 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 756 members 
Mstep: Class 28 contains 122734 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21657 members 
Mstep: Class 31 contains 859 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 503 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 3310 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 9167 members 
Mstep: Class 40 contains 737 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14075937.000000 Penalty: 23616.177734
Iteration 62Q: 43 clusters Score -1.407594e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 1060 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19619 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 174 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 20 contains 949 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 375 members 
Mstep: Class 23 contains 530 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 122596 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21754 members 
Mstep: Class 31 contains 864 members 
Mstep: Class 32 contains 822 members 
Mstep: Class 33 contains 1002 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 3316 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 9175 members 
Mstep: Class 40 contains 736 members 
Mstep: Class 41 contains 595 members 
Mstep: Class 42 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14076356.000000 Penalty: 23616.177734
Iteration 63Q: 43 clusters Score -1.407636e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 21169 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19616 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 374 members 
Mstep: Class 23 contains 530 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 903 members 
Mstep: Class 27 contains 711 members 
Mstep: Class 28 contains 122453 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21841 members 
Mstep: Class 31 contains 872 members 
Mstep: Class 32 contains 820 members 
Mstep: Class 33 contains 1001 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 3322 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 9184 members 
Mstep: Class 40 contains 734 members 
Mstep: Class 41 contains 596 members 
Mstep: Class 42 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14076580.000000 Penalty: 23616.177734
Iteration 64Q: 43 clusters Score -1.407658e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 920 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 21207 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19613 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 14 contains 795 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 530 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2052 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 122301 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 21932 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 818 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 361 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 3324 members 
Mstep: Class 38 contains 2264 members 
Mstep: Class 39 contains 9197 members 
Mstep: Class 40 contains 733 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14076787.000000 Penalty: 23616.177734
Iteration 65Q: 43 clusters Score -1.407679e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 920 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 21250 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19610 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 122157 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22014 members 
Mstep: Class 31 contains 878 members 
Mstep: Class 32 contains 811 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 336 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 2265 members 
Mstep: Class 39 contains 9212 members 
Mstep: Class 40 contains 731 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14076871.000000 Penalty: 23616.177734
Iteration 66Q: 43 clusters Score -1.407687e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21293 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19608 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 1437 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 122024 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22098 members 
Mstep: Class 31 contains 886 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 313 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9225 members 
Mstep: Class 40 contains 732 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14077031.000000 Penalty: 23616.177734
Iteration 67Q: 43 clusters Score -1.407703e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21333 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19605 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 530 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121887 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22186 members 
Mstep: Class 31 contains 885 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 994 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 3332 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9230 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14077209.000000 Penalty: 23616.177734
Iteration 68Q: 43 clusters Score -1.407721e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4322 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21375 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19602 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 1432 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 121767 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22263 members 
Mstep: Class 31 contains 888 members 
Mstep: Class 32 contains 806 members 
Mstep: Class 33 contains 993 members 
Mstep: Class 34 contains 270 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 3333 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9232 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14077443.000000 Penalty: 23616.177734
Iteration 69Q: 43 clusters Score -1.407744e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 913 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21401 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1100 members 
Mstep: Class 12 contains 927 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 121652 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22348 members 
Mstep: Class 31 contains 884 members 
Mstep: Class 32 contains 802 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 257 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 522 members 
Mstep: Class 37 contains 3333 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14077781.000000 Penalty: 23616.177734
Iteration 70Q: 43 clusters Score -1.407778e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21415 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 121553 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22429 members 
Mstep: Class 31 contains 884 members 
Mstep: Class 32 contains 802 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 251 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 521 members 
Mstep: Class 37 contains 3333 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9236 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078172.000000 Penalty: 23616.177734
Iteration 71Q: 43 clusters Score -1.407817e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21422 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 121478 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22497 members 
Mstep: Class 31 contains 886 members 
Mstep: Class 32 contains 802 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 520 members 
Mstep: Class 37 contains 3333 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9238 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078646.000000 Penalty: 23616.177734
Iteration 72Q: 43 clusters Score -1.407865e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21422 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121405 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22569 members 
Mstep: Class 31 contains 889 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 995 members 
Mstep: Class 34 contains 228 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3332 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9238 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078756.000000 Penalty: 23616.177734
Iteration 73Q: 43 clusters Score -1.407876e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21433 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121331 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22632 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3333 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9238 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078805.000000 Penalty: 23616.177734
Iteration 74Q: 43 clusters Score -1.40788e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21439 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2874 members 
Mstep: Class 14 contains 933 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121271 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22686 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 988 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3334 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9237 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078858.000000 Penalty: 23616.177734
Iteration 75Q: 43 clusters Score -1.407886e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21443 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2877 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121206 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22747 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 985 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3335 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9236 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078884.000000 Penalty: 23616.177734
Iteration 76Q: 43 clusters Score -1.407888e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21447 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2881 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121141 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22808 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 983 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3334 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9235 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078887.000000 Penalty: 23616.177734
Iteration 77Q: 43 clusters Score -1.407889e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21449 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121078 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22869 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 981 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3335 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9233 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078889.000000 Penalty: 23616.177734
Iteration 78Q: 43 clusters Score -1.407889e+07 nChanged 63
Entering ConstructFrom: 
Score: -14078889.000000 Penalty: 23616.177734
Entering ConstructFrom: 
Trying to split cluster 1 (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: -48058.128906 Penalty: 304.092926
	Iteration 0F: 2 clusters Score -48058.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -47402.394531 Penalty: 608.185852
	Iteration 0F: 3 clusters Score -47402.39 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -47715.898438 Penalty: 608.185852
	Iteration 1F: 3 clusters Score -47715.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47842.128906 Penalty: 608.185852
	Iteration 2F: 3 clusters Score -47842.13 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47968.660156 Penalty: 608.185852
	Iteration 3F: 3 clusters Score -47968.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48079.113281 Penalty: 608.185852
	Iteration 4F: 3 clusters Score -48079.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48224.097656 Penalty: 608.185852
	Iteration 5F: 3 clusters Score -48224.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48394.476562 Penalty: 608.185852
	Iteration 6F: 3 clusters Score -48394.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48513.648438 Penalty: 608.185852
	Iteration 7F: 3 clusters Score -48513.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48587.031250 Penalty: 608.185852
	Iteration 8Q: 3 clusters Score -48587.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48694.437500 Penalty: 608.185852
	Iteration 9Q: 3 clusters Score -48694.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48821.234375 Penalty: 608.185852
	Iteration 10Q: 3 clusters Score -48821.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48861.132812 Penalty: 608.185852
	Iteration 11Q: 3 clusters Score -48861.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48874.488281 Penalty: 608.185852
	Iteration 12Q: 3 clusters Score -48874.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48892.324219 Penalty: 608.185852
	Iteration 13Q: 3 clusters Score -48892.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48893.656250 Penalty: 608.185852
	Iteration 14Q: 3 clusters Score -48893.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48893.656250 Penalty: 608.185852
	Iteration 15F: 3 clusters Score -48893.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Entering Unmasked Estep 
Score: -14079486.000000 Penalty: 24178.466797
Splitting cluster 1 changes total score from -14078889.000000 to -14079486.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 2 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -31398.808594 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -31398.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30973.958984 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -30973.96 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31316.214844 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -31316.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31548.787109 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -31548.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31631.222656 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -31631.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31659.513672 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -31659.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31673.140625 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -31673.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31678.822266 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -31678.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31682.197266 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -31682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31690.521484 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -31690.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31691.220703 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -31691.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31692.921875 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -31692.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31696.912109 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -31696.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31700.134766 Penalty: 557.941589
	Iteration 12Q: 3 clusters Score -31700.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31701.582031 Penalty: 557.941589
	Iteration 13Q: 3 clusters Score -31701.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31701.582031 Penalty: 557.941589
	Iteration 14F: 3 clusters Score -31701.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Entering Unmasked Estep 
Score: -14079507.000000 Penalty: 24740.757812
Splitting cluster 2 changes total score from -14078889.000000 to -14079507.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 3 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -50762.527344 Penalty: 308.692810
	Iteration 0F: 2 clusters Score -50762.53 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 470 members 
Entering Unmasked Estep 
Score: -50049.656250 Penalty: 617.385620
	Iteration 0F: 3 clusters Score -50049.66 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -50604.210938 Penalty: 617.385620
	Iteration 1F: 3 clusters Score -50604.21 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -51039.808594 Penalty: 617.385620
	Iteration 2F: 3 clusters Score -51039.81 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -51119.585938 Penalty: 617.385620
	Iteration 3F: 3 clusters Score -51119.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -51140.187500 Penalty: 617.385620
	Iteration 4Q: 3 clusters Score -51140.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -51146.300781 Penalty: 617.385620
	Iteration 5Q: 3 clusters Score -51146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -51148.523438 Penalty: 617.385620
	Iteration 6Q: 3 clusters Score -51148.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -51149.382812 Penalty: 617.385620
	Iteration 7Q: 3 clusters Score -51149.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -51150.343750 Penalty: 617.385620
	Iteration 8Q: 3 clusters Score -51150.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -51150.808594 Penalty: 617.385620
	Iteration 9Q: 3 clusters Score -51150.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -51151.089844 Penalty: 617.385620
	Iteration 10Q: 3 clusters Score -51151.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -51151.089844 Penalty: 617.385620
	Iteration 11F: 3 clusters Score -51151.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 4330 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Entering Unmasked Estep 
Score: -14079667.000000 Penalty: 25303.046875
Splitting cluster 3 changes total score from -14078889.000000 to -14079667.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 4 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -57131.558594 Penalty: 316.911163
	Iteration 0F: 2 clusters Score -57131.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -56295.679688 Penalty: 633.822327
	Iteration 0F: 3 clusters Score -56295.68 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56565.218750 Penalty: 633.822327
	Iteration 1F: 3 clusters Score -56565.22 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -56626.746094 Penalty: 633.822327
	Iteration 2F: 3 clusters Score -56626.75 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -56672.253906 Penalty: 633.822327
	Iteration 3F: 3 clusters Score -56672.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -56718.566406 Penalty: 633.822327
	Iteration 4F: 3 clusters Score -56718.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -56748.375000 Penalty: 633.822327
	Iteration 5Q: 3 clusters Score -56748.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -56774.800781 Penalty: 633.822327
	Iteration 6Q: 3 clusters Score -56774.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -56804.617188 Penalty: 633.822327
	Iteration 7Q: 3 clusters Score -56804.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -56840.152344 Penalty: 633.822327
	Iteration 8Q: 3 clusters Score -56840.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -56875.882812 Penalty: 633.822327
	Iteration 9Q: 3 clusters Score -56875.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -56900.160156 Penalty: 633.822327
	Iteration 10Q: 3 clusters Score -56900.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -56908.628906 Penalty: 633.822327
	Iteration 11Q: 3 clusters Score -56908.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -56918.664062 Penalty: 633.822327
	Iteration 12Q: 3 clusters Score -56918.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -56928.378906 Penalty: 633.822327
	Iteration 13Q: 3 clusters Score -56928.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -56931.687500 Penalty: 633.822327
	Iteration 14Q: 3 clusters Score -56931.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -56936.312500 Penalty: 633.822327
	Iteration 15Q: 3 clusters Score -56936.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -56941.273438 Penalty: 633.822327
	Iteration 16Q: 3 clusters Score -56941.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -56946.195312 Penalty: 633.822327
	Iteration 17Q: 3 clusters Score -56946.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -56952.066406 Penalty: 633.822327
	Iteration 18Q: 3 clusters Score -56952.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -56958.843750 Penalty: 633.822327
	Iteration 19Q: 3 clusters Score -56958.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -56963.109375 Penalty: 633.822327
	Iteration 20F: 3 clusters Score -56963.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -56969.894531 Penalty: 633.822327
	Iteration 21Q: 3 clusters Score -56969.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -56975.625000 Penalty: 633.822327
	Iteration 22Q: 3 clusters Score -56975.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -56978.089844 Penalty: 633.822327
	Iteration 23Q: 3 clusters Score -56978.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -56979.550781 Penalty: 633.822327
	Iteration 24Q: 3 clusters Score -56979.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -56980.957031 Penalty: 633.822327
	Iteration 25Q: 3 clusters Score -56980.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -56982.312500 Penalty: 633.822327
	Iteration 26Q: 3 clusters Score -56982.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -56982.632812 Penalty: 633.822327
	Iteration 27Q: 3 clusters Score -56982.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -56982.632812 Penalty: 633.822327
	Iteration 28F: 3 clusters Score -56982.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -292583.031250 Penalty: 380.986176
	Iteration 0F: 2 clusters Score -292583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -289656.812500 Penalty: 761.972351
	Iteration 0F: 3 clusters Score -289656.8 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -294224.718750 Penalty: 761.972351
	Iteration 1F: 3 clusters Score -294224.7 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -299637.156250 Penalty: 761.972351
	Iteration 2F: 3 clusters Score -299637.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -302589.562500 Penalty: 761.972351
	Iteration 3F: 3 clusters Score -302589.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -303661.093750 Penalty: 761.972351
	Iteration 4Q: 3 clusters Score -303661.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -304187.625000 Penalty: 761.972351
	Iteration 5Q: 3 clusters Score -304187.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -304314.218750 Penalty: 761.972351
	Iteration 6Q: 3 clusters Score -304314.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -304360.343750 Penalty: 761.972351
	Iteration 7Q: 3 clusters Score -304360.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -304373.812500 Penalty: 761.972351
	Iteration 8Q: 3 clusters Score -304373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -304377.875000 Penalty: 761.972351
	Iteration 9Q: 3 clusters Score -304377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -304380.250000 Penalty: 761.972351
	Iteration 10Q: 3 clusters Score -304380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -304380.250000 Penalty: 761.972351
	Iteration 11F: 3 clusters Score -304380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Entering Unmasked Estep 
Score: -14091267.000000 Penalty: 25865.337891
Splitting cluster 5 changes total score from -14078889.000000 to -14091267.000000
So it's getting split into cluster 46.
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: -62901.003906 Penalty: 317.678009
	Iteration 0F: 2 clusters Score -62901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -62076.449219 Penalty: 635.356018
	Iteration 0F: 3 clusters Score -62076.45 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -62564.023438 Penalty: 635.356018
	Iteration 1F: 3 clusters Score -62564.02 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -62878.875000 Penalty: 635.356018
	Iteration 2F: 3 clusters Score -62878.88 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -63138.785156 Penalty: 635.356018
	Iteration 3F: 3 clusters Score -63138.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -63235.867188 Penalty: 635.356018
	Iteration 4F: 3 clusters Score -63235.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -63262.203125 Penalty: 635.356018
	Iteration 5Q: 3 clusters Score -63262.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -63268.144531 Penalty: 635.356018
	Iteration 6Q: 3 clusters Score -63268.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -63273.484375 Penalty: 635.356018
	Iteration 7Q: 3 clusters Score -63273.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -63274.363281 Penalty: 635.356018
	Iteration 8Q: 3 clusters Score -63274.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -63274.703125 Penalty: 635.356018
	Iteration 9Q: 3 clusters Score -63274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -63274.980469 Penalty: 635.356018
	Iteration 10Q: 3 clusters Score -63274.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -63275.320312 Penalty: 635.356018
	Iteration 11Q: 3 clusters Score -63275.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -63275.640625 Penalty: 635.356018
	Iteration 12Q: 3 clusters Score -63275.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -63275.761719 Penalty: 635.356018
	Iteration 13Q: 3 clusters Score -63275.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -63275.761719 Penalty: 635.356018
	Iteration 14F: 3 clusters Score -63275.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Entering Unmasked Estep 
Score: -14091407.000000 Penalty: 26427.626953
Splitting cluster 6 changes total score from -14078889.000000 to -14091407.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 7 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -36884.617188 Penalty: 313.845581
	Iteration 0F: 2 clusters Score -36884.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36320.621094 Penalty: 627.691162
	Iteration 0F: 3 clusters Score -36320.62 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -37636.691406 Penalty: 627.691162
	Iteration 1F: 3 clusters Score -37636.69 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -39204.113281 Penalty: 627.691162
	Iteration 2F: 3 clusters Score -39204.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -39376.445312 Penalty: 627.691162
	Iteration 3F: 3 clusters Score -39376.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -39455.750000 Penalty: 627.691162
	Iteration 4Q: 3 clusters Score -39455.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -39587.808594 Penalty: 627.691162
	Iteration 5Q: 3 clusters Score -39587.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -39595.851562 Penalty: 627.691162
	Iteration 6Q: 3 clusters Score -39595.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -39595.851562 Penalty: 627.691162
	Iteration 7F: 3 clusters Score -39595.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Entering Unmasked Estep 
Score: -14093876.000000 Penalty: 26989.917969
Splitting cluster 7 changes total score from -14078889.000000 to -14093876.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 8 (21450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Entering Unmasked Estep 
Score: -1263433.750000 Penalty: 453.793335
	Iteration 0F: 2 clusters Score -1263434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1249260.625000 Penalty: 907.586670
	Iteration 0F: 3 clusters Score -1249261 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1257959.625000 Penalty: 907.586670
	Iteration 1F: 3 clusters Score -1257960 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1260319.250000 Penalty: 907.586670
	Iteration 2F: 3 clusters Score -1260319 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1262024.125000 Penalty: 907.586670
	Iteration 3F: 3 clusters Score -1262024 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1262968.625000 Penalty: 907.586670
	Iteration 4Q: 3 clusters Score -1262969 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1263588.000000 Penalty: 907.586670
	Iteration 5Q: 3 clusters Score -1263588 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1263868.875000 Penalty: 907.586670
	Iteration 6Q: 3 clusters Score -1263869 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1263978.625000 Penalty: 907.586670
	Iteration 7Q: 3 clusters Score -1263979 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1264018.125000 Penalty: 907.586670
	Iteration 8Q: 3 clusters Score -1264018 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1264047.750000 Penalty: 907.586670
	Iteration 9Q: 3 clusters Score -1264048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1264063.750000 Penalty: 907.586670
	Iteration 10Q: 3 clusters Score -1264064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1264071.625000 Penalty: 907.586670
	Iteration 11Q: 3 clusters Score -1264072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1264078.000000 Penalty: 907.586670
	Iteration 12Q: 3 clusters Score -1264078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1264083.375000 Penalty: 907.586670
	Iteration 13Q: 3 clusters Score -1264083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1264086.000000 Penalty: 907.586670
	Iteration 14Q: 3 clusters Score -1264086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1264093.000000 Penalty: 907.586670
	Iteration 15Q: 3 clusters Score -1264093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1264095.375000 Penalty: 907.586670
	Iteration 16Q: 3 clusters Score -1264095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1264096.000000 Penalty: 907.586670
	Iteration 17Q: 3 clusters Score -1264096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1264096.125000 Penalty: 907.586670
	Iteration 18Q: 3 clusters Score -1264096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1264097.750000 Penalty: 907.586670
	Iteration 19Q: 3 clusters Score -1264098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1264102.875000 Penalty: 907.586670
	Iteration 20F: 3 clusters Score -1264103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1264103.625000 Penalty: 907.586670
	Iteration 21Q: 3 clusters Score -1264104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1264104.125000 Penalty: 907.586670
	Iteration 22Q: 3 clusters Score -1264104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1264103.125000 Penalty: 907.586670
	Iteration 23Q: 3 clusters Score -1264103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1264104.250000 Penalty: 907.586670
	Iteration 24Q: 3 clusters Score -1264104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1264104.750000 Penalty: 907.586670
	Iteration 25Q: 3 clusters Score -1264105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1264103.625000 Penalty: 907.586670
	Iteration 26Q: 3 clusters Score -1264104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1264104.125000 Penalty: 907.586670
	Iteration 27Q: 3 clusters Score -1264104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1264104.125000 Penalty: 907.586670
	Iteration 28F: 3 clusters Score -1264104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 19599 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Entering Unmasked Estep 
Score: -14094414.000000 Penalty: 27552.207031
Splitting cluster 8 changes total score from -14078889.000000 to -14094414.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 9 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -23398.500000 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -23398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22951.212891 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -22951.21 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23076.236328 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -23076.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23106.132812 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -23106.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23124.357422 Penalty: 552.856506
	Iteration 3Q: 3 clusters Score -23124.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23136.693359 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -23136.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23143.019531 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -23143.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23144.722656 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -23144.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23146.238281 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -23146.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23148.560547 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -23148.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23151.478516 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -23151.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23153.994141 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -23153.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23156.451172 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -23156.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23161.580078 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -23161.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23162.798828 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -23162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23163.283203 Penalty: 552.856506
	Iteration 14Q: 3 clusters Score -23163.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23163.695312 Penalty: 552.856506
	Iteration 15Q: 3 clusters Score -23163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23164.001953 Penalty: 552.856506
	Iteration 16Q: 3 clusters Score -23164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23164.152344 Penalty: 552.856506
	Iteration 17Q: 3 clusters Score -23164.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23164.152344 Penalty: 552.856506
	Iteration 18F: 3 clusters Score -23164.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Entering Unmasked Estep 
Score: -1632166.625000 Penalty: 449.687134
	Iteration 0F: 2 clusters Score -1632167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1622534.500000 Penalty: 899.374268
	Iteration 0F: 3 clusters Score -1622534 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1630561.750000 Penalty: 899.374268
	Iteration 1F: 3 clusters Score -1630562 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1636963.625000 Penalty: 899.374268
	Iteration 2F: 3 clusters Score -1636964 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1640078.750000 Penalty: 899.374268
	Iteration 3F: 3 clusters Score -1640079 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1640674.625000 Penalty: 899.374268
	Iteration 4F: 3 clusters Score -1640675 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1640762.500000 Penalty: 899.374268
	Iteration 5Q: 3 clusters Score -1640762 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1640763.875000 Penalty: 899.374268
	Iteration 6Q: 3 clusters Score -1640764 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1640751.375000 Penalty: 899.374268
	Iteration 7Q: 3 clusters Score -1640751 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1640744.375000 Penalty: 899.374268
	Iteration 8Q: 3 clusters Score -1640744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1640736.375000 Penalty: 899.374268
	Iteration 9Q: 3 clusters Score -1640736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1640731.750000 Penalty: 899.374268
	Iteration 10Q: 3 clusters Score -1640732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1640731.125000 Penalty: 899.374268
	Iteration 11Q: 3 clusters Score -1640731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1640725.625000 Penalty: 899.374268
	Iteration 12Q: 3 clusters Score -1640726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1640719.625000 Penalty: 899.374268
	Iteration 13Q: 3 clusters Score -1640720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1640711.875000 Penalty: 899.374268
	Iteration 14Q: 3 clusters Score -1640712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1640704.000000 Penalty: 899.374268
	Iteration 15Q: 3 clusters Score -1640704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1640697.750000 Penalty: 899.374268
	Iteration 16Q: 3 clusters Score -1640698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1640698.375000 Penalty: 899.374268
	Iteration 17Q: 3 clusters Score -1640698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1640697.750000 Penalty: 899.374268
	Iteration 18Q: 3 clusters Score -1640698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1640694.625000 Penalty: 899.374268
	Iteration 19Q: 3 clusters Score -1640695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1640694.625000 Penalty: 899.374268
	Iteration 20F: 3 clusters Score -1640695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Entering Unmasked Estep 
Score: -14102951.000000 Penalty: 28114.498047
Splitting cluster 10 changes total score from -14078889.000000 to -14102951.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 11 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -40661.449219 Penalty: 318.432190
	Iteration 0F: 2 clusters Score -40661.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -39826.656250 Penalty: 636.864380
	Iteration 0F: 3 clusters Score -39826.66 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -40351.101562 Penalty: 636.864380
	Iteration 1F: 3 clusters Score -40351.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40611.765625 Penalty: 636.864380
	Iteration 2F: 3 clusters Score -40611.77 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40829.675781 Penalty: 636.864380
	Iteration 3F: 3 clusters Score -40829.68 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -41050.902344 Penalty: 636.864380
	Iteration 4F: 3 clusters Score -41050.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -41245.910156 Penalty: 636.864380
	Iteration 5F: 3 clusters Score -41245.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -41435.449219 Penalty: 636.864380
	Iteration 6F: 3 clusters Score -41435.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -41622.128906 Penalty: 636.864380
	Iteration 7Q: 3 clusters Score -41622.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -41926.269531 Penalty: 636.864380
	Iteration 8F: 3 clusters Score -41926.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -42060.589844 Penalty: 636.864380
	Iteration 9F: 3 clusters Score -42060.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -42193.000000 Penalty: 636.864380
	Iteration 10F: 3 clusters Score -42193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -42299.640625 Penalty: 636.864380
	Iteration 11F: 3 clusters Score -42299.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -42347.578125 Penalty: 636.864380
	Iteration 12Q: 3 clusters Score -42347.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -42379.816406 Penalty: 636.864380
	Iteration 13Q: 3 clusters Score -42379.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -42389.320312 Penalty: 636.864380
	Iteration 14Q: 3 clusters Score -42389.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -42390.503906 Penalty: 636.864380
	Iteration 15Q: 3 clusters Score -42390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -42391.628906 Penalty: 636.864380
	Iteration 16Q: 3 clusters Score -42391.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -42392.769531 Penalty: 636.864380
	Iteration 17Q: 3 clusters Score -42392.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -42393.093750 Penalty: 636.864380
	Iteration 18Q: 3 clusters Score -42393.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -42393.496094 Penalty: 636.864380
	Iteration 19Q: 3 clusters Score -42393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -42394.191406 Penalty: 636.864380
	Iteration 20F: 3 clusters Score -42394.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -42395.414062 Penalty: 636.864380
	Iteration 21Q: 3 clusters Score -42395.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -42395.414062 Penalty: 636.864380
	Iteration 22F: 3 clusters Score -42395.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Entering Unmasked Estep 
Score: -14104440.000000 Penalty: 28676.787109
Splitting cluster 11 changes total score from -14078889.000000 to -14104440.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 12 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -46900.210938 Penalty: 310.804779
	Iteration 0F: 2 clusters Score -46900.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -46193.351562 Penalty: 621.609558
	Iteration 0F: 3 clusters Score -46193.35 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46718.417969 Penalty: 621.609558
	Iteration 1F: 3 clusters Score -46718.42 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -46944.320312 Penalty: 621.609558
	Iteration 2F: 3 clusters Score -46944.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -47048.574219 Penalty: 621.609558
	Iteration 3F: 3 clusters Score -47048.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47152.656250 Penalty: 621.609558
	Iteration 4Q: 3 clusters Score -47152.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47199.761719 Penalty: 621.609558
	Iteration 5Q: 3 clusters Score -47199.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -47258.992188 Penalty: 621.609558
	Iteration 6Q: 3 clusters Score -47258.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -47372.062500 Penalty: 621.609558
	Iteration 7Q: 3 clusters Score -47372.06 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47530.109375 Penalty: 621.609558
	Iteration 8F: 3 clusters Score -47530.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47672.867188 Penalty: 621.609558
	Iteration 9F: 3 clusters Score -47672.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47788.843750 Penalty: 621.609558
	Iteration 10F: 3 clusters Score -47788.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47863.472656 Penalty: 621.609558
	Iteration 11Q: 3 clusters Score -47863.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47905.289062 Penalty: 621.609558
	Iteration 12Q: 3 clusters Score -47905.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47916.984375 Penalty: 621.609558
	Iteration 13Q: 3 clusters Score -47916.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47917.957031 Penalty: 621.609558
	Iteration 14Q: 3 clusters Score -47917.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47919.230469 Penalty: 621.609558
	Iteration 15Q: 3 clusters Score -47919.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47920.832031 Penalty: 621.609558
	Iteration 16Q: 3 clusters Score -47920.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47921.222656 Penalty: 621.609558
	Iteration 17Q: 3 clusters Score -47921.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47921.222656 Penalty: 621.609558
	Iteration 18F: 3 clusters Score -47921.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Entering Unmasked Estep 
Score: -14105208.000000 Penalty: 29239.078125
Splitting cluster 12 changes total score from -14078889.000000 to -14105208.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 13 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -172016.625000 Penalty: 362.479675
	Iteration 0F: 2 clusters Score -172016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -169975.171875 Penalty: 724.959351
	Iteration 0F: 3 clusters Score -169975.2 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -170682.093750 Penalty: 724.959351
	Iteration 1F: 3 clusters Score -170682.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -170801.500000 Penalty: 724.959351
	Iteration 2F: 3 clusters Score -170801.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -170913.265625 Penalty: 724.959351
	Iteration 3F: 3 clusters Score -170913.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -171003.265625 Penalty: 724.959351
	Iteration 4F: 3 clusters Score -171003.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -171088.171875 Penalty: 724.959351
	Iteration 5Q: 3 clusters Score -171088.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -171150.203125 Penalty: 724.959351
	Iteration 6Q: 3 clusters Score -171150.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -171219.531250 Penalty: 724.959351
	Iteration 7Q: 3 clusters Score -171219.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171291.281250 Penalty: 724.959351
	Iteration 8Q: 3 clusters Score -171291.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -171382.578125 Penalty: 724.959351
	Iteration 9Q: 3 clusters Score -171382.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -171456.031250 Penalty: 724.959351
	Iteration 10Q: 3 clusters Score -171456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -171539.562500 Penalty: 724.959351
	Iteration 11Q: 3 clusters Score -171539.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -171610.593750 Penalty: 724.959351
	Iteration 12Q: 3 clusters Score -171610.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -171636.593750 Penalty: 724.959351
	Iteration 13Q: 3 clusters Score -171636.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -171660.250000 Penalty: 724.959351
	Iteration 14Q: 3 clusters Score -171660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -171684.265625 Penalty: 724.959351
	Iteration 15Q: 3 clusters Score -171684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -171697.703125 Penalty: 724.959351
	Iteration 16Q: 3 clusters Score -171697.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -171704.859375 Penalty: 724.959351
	Iteration 17Q: 3 clusters Score -171704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -171707.734375 Penalty: 724.959351
	Iteration 18Q: 3 clusters Score -171707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -171711.562500 Penalty: 724.959351
	Iteration 19Q: 3 clusters Score -171711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -171712.421875 Penalty: 724.959351
	Iteration 20F: 3 clusters Score -171712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -171714.515625 Penalty: 724.959351
	Iteration 21Q: 3 clusters Score -171714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -171715.312500 Penalty: 724.959351
	Iteration 22Q: 3 clusters Score -171715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -171718.046875 Penalty: 724.959351
	Iteration 23Q: 3 clusters Score -171718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -171720.390625 Penalty: 724.959351
	Iteration 24Q: 3 clusters Score -171720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -171721.343750 Penalty: 724.959351
	Iteration 25Q: 3 clusters Score -171721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -171721.937500 Penalty: 724.959351
	Iteration 26Q: 3 clusters Score -171721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -171725.093750 Penalty: 724.959351
	Iteration 27Q: 3 clusters Score -171725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -171728.187500 Penalty: 724.959351
	Iteration 28Q: 3 clusters Score -171728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -171728.187500 Penalty: 724.959351
	Iteration 29F: 3 clusters Score -171728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -46140.496094 Penalty: 311.342102
	Iteration 0F: 2 clusters Score -46140.5 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 459 members 
Entering Unmasked Estep 
Score: -45450.589844 Penalty: 622.684204
	Iteration 0F: 3 clusters Score -45450.59 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45938.945312 Penalty: 622.684204
	Iteration 1F: 3 clusters Score -45938.95 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46199.269531 Penalty: 622.684204
	Iteration 2F: 3 clusters Score -46199.27 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46354.687500 Penalty: 622.684204
	Iteration 3F: 3 clusters Score -46354.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46393.472656 Penalty: 622.684204
	Iteration 4Q: 3 clusters Score -46393.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46409.359375 Penalty: 622.684204
	Iteration 5Q: 3 clusters Score -46409.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46414.753906 Penalty: 622.684204
	Iteration 6Q: 3 clusters Score -46414.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46426.664062 Penalty: 622.684204
	Iteration 7Q: 3 clusters Score -46426.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46446.585938 Penalty: 622.684204
	Iteration 8Q: 3 clusters Score -46446.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46465.359375 Penalty: 622.684204
	Iteration 9Q: 3 clusters Score -46465.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46467.167969 Penalty: 622.684204
	Iteration 10Q: 3 clusters Score -46467.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46467.167969 Penalty: 622.684204
	Iteration 11F: 3 clusters Score -46467.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Entering Unmasked Estep 
Score: -14105282.000000 Penalty: 29801.367188
Splitting cluster 14 changes total score from -14078889.000000 to -14105282.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 15 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2823.611816 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2823.612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -2683.115967 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2683.116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2722.088867 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2722.089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -10023.179688 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -10023.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9755.922852 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -9755.923 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9813.845703 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -9813.846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9827.968750 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -9827.969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9836.773438 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -9836.773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9838.134766 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -9838.135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9838.134766 Penalty: 469.995514
	Iteration 5F: 3 clusters Score -9838.135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -41819.636719 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -41819.64 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 356 members 
Entering Unmasked Estep 
Score: -41172.574219 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -41172.57 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41432.812500 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -41432.81 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41528.957031 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -41528.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41614.859375 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -41614.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41703.367188 Penalty: 606.345093
	Iteration 4Q: 3 clusters Score -41703.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41772.855469 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -41772.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41796.867188 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -41796.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41808.207031 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -41808.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41815.511719 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -41815.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41822.207031 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -41822.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41830.621094 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -41830.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41832.539062 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -41832.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41833.105469 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -41833.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -41834.585938 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -41834.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -41834.585938 Penalty: 606.345093
	Iteration 14F: 3 clusters Score -41834.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Entering Unmasked Estep 
Score: -14105034.000000 Penalty: 30363.656250
Splitting cluster 17 changes total score from -14078889.000000 to -14105034.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 18 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -75184.179688 Penalty: 330.608856
	Iteration 0F: 2 clusters Score -75184.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -74160.687500 Penalty: 661.217712
	Iteration 0F: 3 clusters Score -74160.69 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -74917.031250 Penalty: 661.217712
	Iteration 1F: 3 clusters Score -74917.03 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -75264.000000 Penalty: 661.217712
	Iteration 2F: 3 clusters Score -75264 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75594.015625 Penalty: 661.217712
	Iteration 3F: 3 clusters Score -75594.02 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75934.289062 Penalty: 661.217712
	Iteration 4F: 3 clusters Score -75934.29 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76329.687500 Penalty: 661.217712
	Iteration 5F: 3 clusters Score -76329.69 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76543.648438 Penalty: 661.217712
	Iteration 6F: 3 clusters Score -76543.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76609.210938 Penalty: 661.217712
	Iteration 7Q: 3 clusters Score -76609.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76664.273438 Penalty: 661.217712
	Iteration 8Q: 3 clusters Score -76664.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76675.812500 Penalty: 661.217712
	Iteration 9Q: 3 clusters Score -76675.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76676.531250 Penalty: 661.217712
	Iteration 10Q: 3 clusters Score -76676.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76676.531250 Penalty: 661.217712
	Iteration 11F: 3 clusters Score -76676.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Entering Unmasked Estep 
Score: -14106297.000000 Penalty: 30925.947266
Splitting cluster 18 changes total score from -14078889.000000 to -14106297.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 19 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -153584.640625 Penalty: 357.179718
	Iteration 0F: 2 clusters Score -153584.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -151814.703125 Penalty: 714.359436
	Iteration 0F: 3 clusters Score -151814.7 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -152465.437500 Penalty: 714.359436
	Iteration 1F: 3 clusters Score -152465.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -152606.937500 Penalty: 714.359436
	Iteration 2F: 3 clusters Score -152606.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152753.359375 Penalty: 714.359436
	Iteration 3F: 3 clusters Score -152753.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152911.406250 Penalty: 714.359436
	Iteration 4F: 3 clusters Score -152911.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -153076.031250 Penalty: 714.359436
	Iteration 5F: 3 clusters Score -153076 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -153209.546875 Penalty: 714.359436
	Iteration 6F: 3 clusters Score -153209.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -153295.765625 Penalty: 714.359436
	Iteration 7Q: 3 clusters Score -153295.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -153343.234375 Penalty: 714.359436
	Iteration 8Q: 3 clusters Score -153343.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -153362.750000 Penalty: 714.359436
	Iteration 9Q: 3 clusters Score -153362.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -153379.156250 Penalty: 714.359436
	Iteration 10Q: 3 clusters Score -153379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -153383.906250 Penalty: 714.359436
	Iteration 11Q: 3 clusters Score -153383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -153388.593750 Penalty: 714.359436
	Iteration 12Q: 3 clusters Score -153388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -153391.578125 Penalty: 714.359436
	Iteration 13Q: 3 clusters Score -153391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -153393.546875 Penalty: 714.359436
	Iteration 14Q: 3 clusters Score -153393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -153394.484375 Penalty: 714.359436
	Iteration 15Q: 3 clusters Score -153394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -153394.484375 Penalty: 714.359436
	Iteration 16F: 3 clusters Score -153394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -49911.714844 Penalty: 312.776031
	Iteration 0F: 2 clusters Score -49911.71 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 465 members 
Entering Unmasked Estep 
Score: -49135.410156 Penalty: 625.552063
	Iteration 0F: 3 clusters Score -49135.41 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49423.085938 Penalty: 625.552063
	Iteration 1F: 3 clusters Score -49423.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -49526.925781 Penalty: 625.552063
	Iteration 2F: 3 clusters Score -49526.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -49632.511719 Penalty: 625.552063
	Iteration 3F: 3 clusters Score -49632.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49698.835938 Penalty: 625.552063
	Iteration 4F: 3 clusters Score -49698.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -49763.738281 Penalty: 625.552063
	Iteration 5Q: 3 clusters Score -49763.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49880.066406 Penalty: 625.552063
	Iteration 6F: 3 clusters Score -49880.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50015.847656 Penalty: 625.552063
	Iteration 7F: 3 clusters Score -50015.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50093.710938 Penalty: 625.552063
	Iteration 8F: 3 clusters Score -50093.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -50124.687500 Penalty: 625.552063
	Iteration 9Q: 3 clusters Score -50124.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -50141.621094 Penalty: 625.552063
	Iteration 10Q: 3 clusters Score -50141.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50150.023438 Penalty: 625.552063
	Iteration 11Q: 3 clusters Score -50150.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -50158.410156 Penalty: 625.552063
	Iteration 12Q: 3 clusters Score -50158.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -50168.367188 Penalty: 625.552063
	Iteration 13Q: 3 clusters Score -50168.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -50180.937500 Penalty: 625.552063
	Iteration 14Q: 3 clusters Score -50180.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50186.539062 Penalty: 625.552063
	Iteration 15Q: 3 clusters Score -50186.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50189.781250 Penalty: 625.552063
	Iteration 16Q: 3 clusters Score -50189.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -50192.585938 Penalty: 625.552063
	Iteration 17Q: 3 clusters Score -50192.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50193.304688 Penalty: 625.552063
	Iteration 18Q: 3 clusters Score -50193.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50193.304688 Penalty: 625.552063
	Iteration 19F: 3 clusters Score -50193.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Entering Unmasked Estep 
Score: -14106334.000000 Penalty: 31488.236328
Splitting cluster 20 changes total score from -14078889.000000 to -14106334.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 21 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -34656.679688 Penalty: 301.515656
	Iteration 0F: 2 clusters Score -34656.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34081.464844 Penalty: 603.031311
	Iteration 0F: 3 clusters Score -34081.46 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -34427.042969 Penalty: 603.031311
	Iteration 1F: 3 clusters Score -34427.04 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34551.285156 Penalty: 603.031311
	Iteration 2F: 3 clusters Score -34551.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34826.324219 Penalty: 603.031311
	Iteration 3F: 3 clusters Score -34826.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35060.937500 Penalty: 603.031311
	Iteration 4F: 3 clusters Score -35060.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35215.781250 Penalty: 603.031311
	Iteration 5F: 3 clusters Score -35215.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35320.144531 Penalty: 603.031311
	Iteration 6F: 3 clusters Score -35320.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -35431.949219 Penalty: 603.031311
	Iteration 7F: 3 clusters Score -35431.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -35473.410156 Penalty: 603.031311
	Iteration 8Q: 3 clusters Score -35473.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -35500.972656 Penalty: 603.031311
	Iteration 9Q: 3 clusters Score -35500.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35529.292969 Penalty: 603.031311
	Iteration 10Q: 3 clusters Score -35529.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -35546.324219 Penalty: 603.031311
	Iteration 11Q: 3 clusters Score -35546.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35558.238281 Penalty: 603.031311
	Iteration 12Q: 3 clusters Score -35558.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35584.015625 Penalty: 603.031311
	Iteration 13Q: 3 clusters Score -35584.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -35616.613281 Penalty: 603.031311
	Iteration 14Q: 3 clusters Score -35616.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35650.542969 Penalty: 603.031311
	Iteration 15Q: 3 clusters Score -35650.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35666.925781 Penalty: 603.031311
	Iteration 16Q: 3 clusters Score -35666.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35677.339844 Penalty: 603.031311
	Iteration 17Q: 3 clusters Score -35677.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35680.683594 Penalty: 603.031311
	Iteration 18Q: 3 clusters Score -35680.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35682.601562 Penalty: 603.031311
	Iteration 19Q: 3 clusters Score -35682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35684.898438 Penalty: 603.031311
	Iteration 20F: 3 clusters Score -35684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35688.542969 Penalty: 603.031311
	Iteration 21Q: 3 clusters Score -35688.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35689.242188 Penalty: 603.031311
	Iteration 22Q: 3 clusters Score -35689.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35689.242188 Penalty: 603.031311
	Iteration 23F: 3 clusters Score -35689.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Entering Unmasked Estep 
Score: -14107100.000000 Penalty: 32050.527344
Splitting cluster 21 changes total score from -14078889.000000 to -14107100.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 22 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -21865.099609 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -21865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21552.164062 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -21552.16 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21788.656250 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -21788.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21849.189453 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -21849.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21864.587891 Penalty: 538.863647
	Iteration 3Q: 3 clusters Score -21864.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21909.093750 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -21909.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21937.570312 Penalty: 538.863647
	Iteration 5F: 3 clusters Score -21937.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21966.798828 Penalty: 538.863647
	Iteration 6F: 3 clusters Score -21966.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21987.031250 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -21987.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22008.681641 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -22008.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22038.351562 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -22038.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -22055.246094 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -22055.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22059.121094 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -22059.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22060.333984 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -22060.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22060.775391 Penalty: 538.863647
	Iteration 13Q: 3 clusters Score -22060.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22060.775391 Penalty: 538.863647
	Iteration 14F: 3 clusters Score -22060.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Entering Unmasked Estep 
Score: -14107008.000000 Penalty: 32612.816406
Splitting cluster 22 changes total score from -14078889.000000 to -14107008.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 23 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -33483.039062 Penalty: 285.672729
	Iteration 0F: 2 clusters Score -33483.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32977.679688 Penalty: 571.345459
	Iteration 0F: 3 clusters Score -32977.68 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33093.679688 Penalty: 571.345459
	Iteration 1F: 3 clusters Score -33093.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33123.812500 Penalty: 571.345459
	Iteration 2F: 3 clusters Score -33123.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33139.222656 Penalty: 571.345459
	Iteration 3Q: 3 clusters Score -33139.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33153.292969 Penalty: 571.345459
	Iteration 4Q: 3 clusters Score -33153.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33159.343750 Penalty: 571.345459
	Iteration 5Q: 3 clusters Score -33159.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33163.097656 Penalty: 571.345459
	Iteration 6Q: 3 clusters Score -33163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33164.699219 Penalty: 571.345459
	Iteration 7Q: 3 clusters Score -33164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33166.109375 Penalty: 571.345459
	Iteration 8Q: 3 clusters Score -33166.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33166.351562 Penalty: 571.345459
	Iteration 9Q: 3 clusters Score -33166.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33166.863281 Penalty: 571.345459
	Iteration 10Q: 3 clusters Score -33166.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33166.863281 Penalty: 571.345459
	Iteration 11F: 3 clusters Score -33166.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -18973.400391 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -18973.4 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 191 members 
Entering Unmasked Estep 
Score: -18586.142578 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -18586.14 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18680.525391 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -18680.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18722.326172 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -18722.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18740.808594 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -18740.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18750.380859 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -18750.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18753.886719 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -18753.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18755.078125 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -18755.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18755.078125 Penalty: 532.550415
	Iteration 7F: 3 clusters Score -18755.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -123761.007812 Penalty: 347.075409
	Iteration 0F: 2 clusters Score -123761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122357.640625 Penalty: 694.150818
	Iteration 0F: 3 clusters Score -122357.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -123867.210938 Penalty: 694.150818
	Iteration 1F: 3 clusters Score -123867.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -124517.171875 Penalty: 694.150818
	Iteration 2F: 3 clusters Score -124517.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -124875.015625 Penalty: 694.150818
	Iteration 3F: 3 clusters Score -124875 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -125231.914062 Penalty: 694.150818
	Iteration 4F: 3 clusters Score -125231.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -125469.523438 Penalty: 694.150818
	Iteration 5F: 3 clusters Score -125469.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -125604.109375 Penalty: 694.150818
	Iteration 6Q: 3 clusters Score -125604.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -125741.125000 Penalty: 694.150818
	Iteration 7Q: 3 clusters Score -125741.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -125799.765625 Penalty: 694.150818
	Iteration 8Q: 3 clusters Score -125799.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -125820.640625 Penalty: 694.150818
	Iteration 9Q: 3 clusters Score -125820.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -125835.039062 Penalty: 694.150818
	Iteration 10Q: 3 clusters Score -125835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -125849.796875 Penalty: 694.150818
	Iteration 11Q: 3 clusters Score -125849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -125861.023438 Penalty: 694.150818
	Iteration 12Q: 3 clusters Score -125861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -125870.375000 Penalty: 694.150818
	Iteration 13Q: 3 clusters Score -125870.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -125875.507812 Penalty: 694.150818
	Iteration 14Q: 3 clusters Score -125875.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -125877.476562 Penalty: 694.150818
	Iteration 15Q: 3 clusters Score -125877.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -125879.382812 Penalty: 694.150818
	Iteration 16Q: 3 clusters Score -125879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -125881.992188 Penalty: 694.150818
	Iteration 17Q: 3 clusters Score -125882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -125886.351562 Penalty: 694.150818
	Iteration 18Q: 3 clusters Score -125886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -125886.726562 Penalty: 694.150818
	Iteration 19Q: 3 clusters Score -125886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -125887.148438 Penalty: 694.150818
	Iteration 20F: 3 clusters Score -125887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -125887.117188 Penalty: 694.150818
	Iteration 21Q: 3 clusters Score -125887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -125887.343750 Penalty: 694.150818
	Iteration 22Q: 3 clusters Score -125887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -125887.718750 Penalty: 694.150818
	Iteration 23Q: 3 clusters Score -125887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -125888.179688 Penalty: 694.150818
	Iteration 24Q: 3 clusters Score -125888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -125888.515625 Penalty: 694.150818
	Iteration 25Q: 3 clusters Score -125888.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -125889.726562 Penalty: 694.150818
	Iteration 26Q: 3 clusters Score -125889.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -125890.570312 Penalty: 694.150818
	Iteration 27Q: 3 clusters Score -125890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -125891.304688 Penalty: 694.150818
	Iteration 28Q: 3 clusters Score -125891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -125892.718750 Penalty: 694.150818
	Iteration 29Q: 3 clusters Score -125892.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -125894.734375 Penalty: 694.150818
	Iteration 30Q: 3 clusters Score -125894.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -125898.250000 Penalty: 694.150818
	Iteration 31Q: 3 clusters Score -125898.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -125905.796875 Penalty: 694.150818
	Iteration 32Q: 3 clusters Score -125905.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -125910.140625 Penalty: 694.150818
	Iteration 33Q: 3 clusters Score -125910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -125914.359375 Penalty: 694.150818
	Iteration 34Q: 3 clusters Score -125914.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -125918.773438 Penalty: 694.150818
	Iteration 35Q: 3 clusters Score -125918.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -125923.546875 Penalty: 694.150818
	Iteration 36Q: 3 clusters Score -125923.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -125931.429688 Penalty: 694.150818
	Iteration 37Q: 3 clusters Score -125931.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -125947.468750 Penalty: 694.150818
	Iteration 38Q: 3 clusters Score -125947.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -125970.421875 Penalty: 694.150818
	Iteration 39Q: 3 clusters Score -125970.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -125998.703125 Penalty: 694.150818
	Iteration 40F: 3 clusters Score -125998.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -126041.429688 Penalty: 694.150818
	Iteration 41Q: 3 clusters Score -126041.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -126133.164062 Penalty: 694.150818
	Iteration 42Q: 3 clusters Score -126133.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -126275.242188 Penalty: 694.150818
	Iteration 43Q: 3 clusters Score -126275.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -126440.507812 Penalty: 694.150818
	Iteration 44Q: 3 clusters Score -126440.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -126536.429688 Penalty: 694.150818
	Iteration 45Q: 3 clusters Score -126536.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -126572.796875 Penalty: 694.150818
	Iteration 46Q: 3 clusters Score -126572.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -126583.187500 Penalty: 694.150818
	Iteration 47Q: 3 clusters Score -126583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -126584.781250 Penalty: 694.150818
	Iteration 48Q: 3 clusters Score -126584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -126585.023438 Penalty: 694.150818
	Iteration 49Q: 3 clusters Score -126585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -126585.085938 Penalty: 694.150818
	Iteration 50Q: 3 clusters Score -126585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -126585.085938 Penalty: 694.150818
	Iteration 51F: 3 clusters Score -126585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Entering Unmasked Estep 
Score: -14109613.000000 Penalty: 33175.105469
Splitting cluster 25 changes total score from -14078889.000000 to -14109613.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -56347.062500 Penalty: 309.609955
	Iteration 0F: 2 clusters Score -56347.06 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 451 members 
Entering Unmasked Estep 
Score: -55636.222656 Penalty: 619.219910
	Iteration 0F: 3 clusters Score -55636.22 nChanged 348
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: -55976.406250 Penalty: 619.219910
	Iteration 1F: 3 clusters Score -55976.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -56176.851562 Penalty: 619.219910
	Iteration 2F: 3 clusters Score -56176.85 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56322.339844 Penalty: 619.219910
	Iteration 3F: 3 clusters Score -56322.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56410.531250 Penalty: 619.219910
	Iteration 4F: 3 clusters Score -56410.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56446.179688 Penalty: 619.219910
	Iteration 5Q: 3 clusters Score -56446.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -56477.375000 Penalty: 619.219910
	Iteration 6Q: 3 clusters Score -56477.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56518.117188 Penalty: 619.219910
	Iteration 7Q: 3 clusters Score -56518.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56550.621094 Penalty: 619.219910
	Iteration 8Q: 3 clusters Score -56550.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56561.996094 Penalty: 619.219910
	Iteration 9Q: 3 clusters Score -56562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56569.046875 Penalty: 619.219910
	Iteration 10Q: 3 clusters Score -56569.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56573.515625 Penalty: 619.219910
	Iteration 11Q: 3 clusters Score -56573.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56575.117188 Penalty: 619.219910
	Iteration 12Q: 3 clusters Score -56575.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56575.972656 Penalty: 619.219910
	Iteration 13Q: 3 clusters Score -56575.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56577.515625 Penalty: 619.219910
	Iteration 14Q: 3 clusters Score -56577.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56579.128906 Penalty: 619.219910
	Iteration 15Q: 3 clusters Score -56579.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56581.191406 Penalty: 619.219910
	Iteration 16Q: 3 clusters Score -56581.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56582.835938 Penalty: 619.219910
	Iteration 17Q: 3 clusters Score -56582.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56583.531250 Penalty: 619.219910
	Iteration 18Q: 3 clusters Score -56583.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56583.531250 Penalty: 619.219910
	Iteration 19F: 3 clusters Score -56583.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 305 members 
Entering Unmasked Estep 
Score: -14109594.000000 Penalty: 33737.398438
Splitting cluster 26 changes total score from -14078889.000000 to -14109594.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 27 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -16069.684570 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -16069.68 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 366 members 
Entering Unmasked Estep 
Score: -15499.901367 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -15499.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16383.489258 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -16383.49 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -16596.689453 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -16596.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -16647.273438 Penalty: 594.574768
	Iteration 3Q: 3 clusters Score -16647.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16682.087891 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -16682.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16694.419922 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -16694.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -16698.701172 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -16698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16704.058594 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -16704.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -16705.675781 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -16705.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16705.777344 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -16705.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -16705.777344 Penalty: 594.574768
	Iteration 10F: 3 clusters Score -16705.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 305 members 
Mstep: Class 61 contains 385 members 
Entering Unmasked Estep 
Score: -14109962.000000 Penalty: 34299.687500
Splitting cluster 27 changes total score from -14078889.000000 to -14109962.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 28 (121020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121020 members 
Entering Unmasked Estep 
Score: -7486157.500000 Penalty: 532.518860
	Iteration 0F: 2 clusters Score -7486158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -7411204.500000 Penalty: 1065.037720
	Iteration 0F: 3 clusters Score -7411204 nChanged 59045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -7450824.500000 Penalty: 1065.037720
	Iteration 1F: 3 clusters Score -7450824 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -7455413.500000 Penalty: 1065.037720
	Iteration 2F: 3 clusters Score -7455414 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79092 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -7461739.000000 Penalty: 1065.037720
	Iteration 3F: 3 clusters Score -7461739 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -7468326.500000 Penalty: 1065.037720
	Iteration 4F: 3 clusters Score -7468326 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -7473221.000000 Penalty: 1065.037720
	Iteration 5F: 3 clusters Score -7473221 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -7475988.500000 Penalty: 1065.037720
	Iteration 6Q: 3 clusters Score -7475988 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -7477638.500000 Penalty: 1065.037720
	Iteration 7Q: 3 clusters Score -7477638 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -7478623.000000 Penalty: 1065.037720
	Iteration 8Q: 3 clusters Score -7478623 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -7479237.000000 Penalty: 1065.037720
	Iteration 9Q: 3 clusters Score -7479237 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101429 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -7479911.000000 Penalty: 1065.037720
	Iteration 10Q: 3 clusters Score -7479911 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -7480412.500000 Penalty: 1065.037720
	Iteration 11Q: 3 clusters Score -7480412 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -7480870.000000 Penalty: 1065.037720
	Iteration 12Q: 3 clusters Score -7480870 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -7481279.000000 Penalty: 1065.037720
	Iteration 13Q: 3 clusters Score -7481279 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -7481781.000000 Penalty: 1065.037720
	Iteration 14Q: 3 clusters Score -7481781 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -7482107.500000 Penalty: 1065.037720
	Iteration 15Q: 3 clusters Score -7482108 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111069 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -7482447.500000 Penalty: 1065.037720
	Iteration 16Q: 3 clusters Score -7482448 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112172 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -7482733.500000 Penalty: 1065.037720
	Iteration 17Q: 3 clusters Score -7482734 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113158 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -7482960.000000 Penalty: 1065.037720
	Iteration 18Q: 3 clusters Score -7482960 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114087 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -7483297.000000 Penalty: 1065.037720
	Iteration 19Q: 3 clusters Score -7483297 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114908 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -7483543.000000 Penalty: 1065.037720
	Iteration 20F: 3 clusters Score -7483543 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7483796.500000 Penalty: 1065.037720
	Iteration 21Q: 3 clusters Score -7483796 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -7484158.500000 Penalty: 1065.037720
	Iteration 22Q: 3 clusters Score -7484158 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7484453.000000 Penalty: 1065.037720
	Iteration 23Q: 3 clusters Score -7484453 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117519 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -7484634.000000 Penalty: 1065.037720
	Iteration 24Q: 3 clusters Score -7484634 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7484823.500000 Penalty: 1065.037720
	Iteration 25Q: 3 clusters Score -7484824 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118373 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7484998.500000 Penalty: 1065.037720
	Iteration 26Q: 3 clusters Score -7484998 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7485114.000000 Penalty: 1065.037720
	Iteration 27Q: 3 clusters Score -7485114 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7485246.000000 Penalty: 1065.037720
	Iteration 28Q: 3 clusters Score -7485246 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7485361.500000 Penalty: 1065.037720
	Iteration 29Q: 3 clusters Score -7485362 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7485445.500000 Penalty: 1065.037720
	Iteration 30Q: 3 clusters Score -7485446 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119632 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7485521.000000 Penalty: 1065.037720
	Iteration 31Q: 3 clusters Score -7485521 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119792 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7485567.500000 Penalty: 1065.037720
	Iteration 32Q: 3 clusters Score -7485568 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119900 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7485622.500000 Penalty: 1065.037720
	Iteration 33Q: 3 clusters Score -7485622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120007 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7485616.000000 Penalty: 1065.037720
	Iteration 34Q: 3 clusters Score -7485616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120089 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7485658.500000 Penalty: 1065.037720
	Iteration 35Q: 3 clusters Score -7485658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7485661.500000 Penalty: 1065.037720
	Iteration 36Q: 3 clusters Score -7485662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7485700.000000 Penalty: 1065.037720
	Iteration 37Q: 3 clusters Score -7485700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120275 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7485711.000000 Penalty: 1065.037720
	Iteration 38Q: 3 clusters Score -7485711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7485720.000000 Penalty: 1065.037720
	Iteration 39Q: 3 clusters Score -7485720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7485736.500000 Penalty: 1065.037720
	Iteration 40F: 3 clusters Score -7485736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120411 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7485761.000000 Penalty: 1065.037720
	Iteration 41Q: 3 clusters Score -7485761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120434 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7485765.500000 Penalty: 1065.037720
	Iteration 42Q: 3 clusters Score -7485766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7485767.000000 Penalty: 1065.037720
	Iteration 43Q: 3 clusters Score -7485767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7485769.500000 Penalty: 1065.037720
	Iteration 44Q: 3 clusters Score -7485770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120501 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7485773.000000 Penalty: 1065.037720
	Iteration 45Q: 3 clusters Score -7485773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120521 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7485769.000000 Penalty: 1065.037720
	Iteration 46Q: 3 clusters Score -7485769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120534 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7485757.500000 Penalty: 1065.037720
	Iteration 47Q: 3 clusters Score -7485758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120545 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7485765.500000 Penalty: 1065.037720
	Iteration 48Q: 3 clusters Score -7485766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7485782.000000 Penalty: 1065.037720
	Iteration 49Q: 3 clusters Score -7485782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120573 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7485795.500000 Penalty: 1065.037720
	Iteration 50Q: 3 clusters Score -7485796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7485800.500000 Penalty: 1065.037720
	Iteration 51Q: 3 clusters Score -7485800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120595 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7485796.500000 Penalty: 1065.037720
	Iteration 52Q: 3 clusters Score -7485796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120602 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7485797.000000 Penalty: 1065.037720
	Iteration 53Q: 3 clusters Score -7485797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7485799.500000 Penalty: 1065.037720
	Iteration 54Q: 3 clusters Score -7485800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7485799.000000 Penalty: 1065.037720
	Iteration 55Q: 3 clusters Score -7485799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120617 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7485799.500000 Penalty: 1065.037720
	Iteration 56Q: 3 clusters Score -7485800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120618 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7485800.000000 Penalty: 1065.037720
	Iteration 57Q: 3 clusters Score -7485800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120622 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7485801.500000 Penalty: 1065.037720
	Iteration 58Q: 3 clusters Score -7485802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120623 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7485800.500000 Penalty: 1065.037720
	Iteration 59Q: 3 clusters Score -7485800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120625 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7485791.000000 Penalty: 1065.037720
	Iteration 60F: 3 clusters Score -7485791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120629 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7485793.500000 Penalty: 1065.037720
	Iteration 61Q: 3 clusters Score -7485794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7485793.000000 Penalty: 1065.037720
	Iteration 62Q: 3 clusters Score -7485793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7485797.500000 Penalty: 1065.037720
	Iteration 63Q: 3 clusters Score -7485798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120645 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7485802.000000 Penalty: 1065.037720
	Iteration 64Q: 3 clusters Score -7485802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120645 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7485807.500000 Penalty: 1065.037720
	Iteration 65Q: 3 clusters Score -7485808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120645 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7485807.000000 Penalty: 1065.037720
	Iteration 66Q: 3 clusters Score -7485807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120650 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7485809.500000 Penalty: 1065.037720
	Iteration 67Q: 3 clusters Score -7485810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7485808.500000 Penalty: 1065.037720
	Iteration 68Q: 3 clusters Score -7485808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120659 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7485802.000000 Penalty: 1065.037720
	Iteration 69Q: 3 clusters Score -7485802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120662 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7485804.000000 Penalty: 1065.037720
	Iteration 70Q: 3 clusters Score -7485804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120664 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7485809.500000 Penalty: 1065.037720
	Iteration 71Q: 3 clusters Score -7485810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120669 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7485801.500000 Penalty: 1065.037720
	Iteration 72Q: 3 clusters Score -7485802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120673 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7485814.000000 Penalty: 1065.037720
	Iteration 73Q: 3 clusters Score -7485814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7485808.500000 Penalty: 1065.037720
	Iteration 74Q: 3 clusters Score -7485808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7485808.500000 Penalty: 1065.037720
	Iteration 75F: 3 clusters Score -7485808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -9929.796875 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -9929.797 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 109 members 
Entering Unmasked Estep 
Score: -9663.986328 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -9663.986 nChanged 59
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: -9737.522461 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -9737.522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9758.267578 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -9758.268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9762.820312 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -9762.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9775.378906 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -9775.379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9791.849609 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -9791.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9802.731445 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -9802.731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9806.071289 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -9806.071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9806.071289 Penalty: 479.842987
	Iteration 8F: 3 clusters Score -9806.071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Entering Unmasked Estep 
Score: -1473064.500000 Penalty: 456.815277
	Iteration 0F: 2 clusters Score -1473064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1457609.875000 Penalty: 913.630554
	Iteration 0F: 3 clusters Score -1457610 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1464953.250000 Penalty: 913.630554
	Iteration 1F: 3 clusters Score -1464953 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1466357.000000 Penalty: 913.630554
	Iteration 2F: 3 clusters Score -1466357 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1468297.250000 Penalty: 913.630554
	Iteration 3F: 3 clusters Score -1468297 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1470052.875000 Penalty: 913.630554
	Iteration 4F: 3 clusters Score -1470053 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1471171.125000 Penalty: 913.630554
	Iteration 5F: 3 clusters Score -1471171 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1471770.375000 Penalty: 913.630554
	Iteration 6Q: 3 clusters Score -1471770 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1472077.875000 Penalty: 913.630554
	Iteration 7Q: 3 clusters Score -1472078 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1472256.500000 Penalty: 913.630554
	Iteration 8Q: 3 clusters Score -1472256 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1472390.375000 Penalty: 913.630554
	Iteration 9Q: 3 clusters Score -1472390 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1472515.750000 Penalty: 913.630554
	Iteration 10Q: 3 clusters Score -1472516 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1472599.250000 Penalty: 913.630554
	Iteration 11Q: 3 clusters Score -1472599 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1472667.500000 Penalty: 913.630554
	Iteration 12Q: 3 clusters Score -1472668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1472723.875000 Penalty: 913.630554
	Iteration 13Q: 3 clusters Score -1472724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1472763.375000 Penalty: 913.630554
	Iteration 14Q: 3 clusters Score -1472763 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1472792.625000 Penalty: 913.630554
	Iteration 15Q: 3 clusters Score -1472793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1472809.000000 Penalty: 913.630554
	Iteration 16Q: 3 clusters Score -1472809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1472815.750000 Penalty: 913.630554
	Iteration 17Q: 3 clusters Score -1472816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1472824.125000 Penalty: 913.630554
	Iteration 18Q: 3 clusters Score -1472824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1472827.625000 Penalty: 913.630554
	Iteration 19Q: 3 clusters Score -1472828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1472834.250000 Penalty: 913.630554
	Iteration 20F: 3 clusters Score -1472834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1472836.000000 Penalty: 913.630554
	Iteration 21Q: 3 clusters Score -1472836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1472837.750000 Penalty: 913.630554
	Iteration 22Q: 3 clusters Score -1472838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1472841.625000 Penalty: 913.630554
	Iteration 23Q: 3 clusters Score -1472842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1472843.500000 Penalty: 913.630554
	Iteration 24Q: 3 clusters Score -1472844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1472847.625000 Penalty: 913.630554
	Iteration 25Q: 3 clusters Score -1472848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1472853.000000 Penalty: 913.630554
	Iteration 26Q: 3 clusters Score -1472853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1472857.375000 Penalty: 913.630554
	Iteration 27Q: 3 clusters Score -1472857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1472859.750000 Penalty: 913.630554
	Iteration 28Q: 3 clusters Score -1472860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1472861.125000 Penalty: 913.630554
	Iteration 29Q: 3 clusters Score -1472861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1472862.375000 Penalty: 913.630554
	Iteration 30Q: 3 clusters Score -1472862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1472866.500000 Penalty: 913.630554
	Iteration 31Q: 3 clusters Score -1472866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1472866.750000 Penalty: 913.630554
	Iteration 32Q: 3 clusters Score -1472867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1472868.500000 Penalty: 913.630554
	Iteration 33Q: 3 clusters Score -1472868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1472870.375000 Penalty: 913.630554
	Iteration 34Q: 3 clusters Score -1472870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1472869.250000 Penalty: 913.630554
	Iteration 35Q: 3 clusters Score -1472869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1472872.750000 Penalty: 913.630554
	Iteration 36Q: 3 clusters Score -1472873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1472873.875000 Penalty: 913.630554
	Iteration 37Q: 3 clusters Score -1472874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1472874.375000 Penalty: 913.630554
	Iteration 38Q: 3 clusters Score -1472874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1472875.000000 Penalty: 913.630554
	Iteration 39Q: 3 clusters Score -1472875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1472875.875000 Penalty: 913.630554
	Iteration 40F: 3 clusters Score -1472876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1472876.500000 Penalty: 913.630554
	Iteration 41Q: 3 clusters Score -1472876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1472878.000000 Penalty: 913.630554
	Iteration 42Q: 3 clusters Score -1472878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1472879.750000 Penalty: 913.630554
	Iteration 43Q: 3 clusters Score -1472880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1472880.125000 Penalty: 913.630554
	Iteration 44Q: 3 clusters Score -1472880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1472883.500000 Penalty: 913.630554
	Iteration 45Q: 3 clusters Score -1472884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1472882.125000 Penalty: 913.630554
	Iteration 46Q: 3 clusters Score -1472882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1472883.625000 Penalty: 913.630554
	Iteration 47Q: 3 clusters Score -1472884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1472885.375000 Penalty: 913.630554
	Iteration 48Q: 3 clusters Score -1472885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1472885.750000 Penalty: 913.630554
	Iteration 49Q: 3 clusters Score -1472886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1472888.000000 Penalty: 913.630554
	Iteration 50Q: 3 clusters Score -1472888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1472891.250000 Penalty: 913.630554
	Iteration 51Q: 3 clusters Score -1472891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1472891.375000 Penalty: 913.630554
	Iteration 52Q: 3 clusters Score -1472891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1472891.375000 Penalty: 913.630554
	Iteration 53F: 3 clusters Score -1472891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -54617.058594 Penalty: 309.000580
	Iteration 0F: 2 clusters Score -54617.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -53911.695312 Penalty: 618.001160
	Iteration 0F: 3 clusters Score -53911.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54678.878906 Penalty: 618.001160
	Iteration 1F: 3 clusters Score -54678.88 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55245.980469 Penalty: 618.001160
	Iteration 2F: 3 clusters Score -55245.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55420.042969 Penalty: 618.001160
	Iteration 3F: 3 clusters Score -55420.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55506.503906 Penalty: 618.001160
	Iteration 4F: 3 clusters Score -55506.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55528.125000 Penalty: 618.001160
	Iteration 5Q: 3 clusters Score -55528.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55559.906250 Penalty: 618.001160
	Iteration 6Q: 3 clusters Score -55559.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55617.847656 Penalty: 618.001160
	Iteration 7Q: 3 clusters Score -55617.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55707.574219 Penalty: 618.001160
	Iteration 8Q: 3 clusters Score -55707.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55717.089844 Penalty: 618.001160
	Iteration 9Q: 3 clusters Score -55717.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55719.296875 Penalty: 618.001160
	Iteration 10Q: 3 clusters Score -55719.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55719.296875 Penalty: 618.001160
	Iteration 11F: 3 clusters Score -55719.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 305 members 
Mstep: Class 61 contains 385 members 
Mstep: Class 62 contains 169 members 
Entering Unmasked Estep 
Score: -14110814.000000 Penalty: 34861.976562
Splitting cluster 31 changes total score from -14078889.000000 to -14110814.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 32 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -41811.886719 Penalty: 304.206696
	Iteration 0F: 2 clusters Score -41811.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -41180.339844 Penalty: 608.413391
	Iteration 0F: 3 clusters Score -41180.34 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41843.031250 Penalty: 608.413391
	Iteration 1F: 3 clusters Score -41843.03 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42440.726562 Penalty: 608.413391
	Iteration 2F: 3 clusters Score -42440.73 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42987.378906 Penalty: 608.413391
	Iteration 3F: 3 clusters Score -42987.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43446.386719 Penalty: 608.413391
	Iteration 4Q: 3 clusters Score -43446.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43479.031250 Penalty: 608.413391
	Iteration 5Q: 3 clusters Score -43479.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43479.808594 Penalty: 608.413391
	Iteration 6Q: 3 clusters Score -43479.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43479.808594 Penalty: 608.413391
	Iteration 7F: 3 clusters Score -43479.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 209 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 305 members 
Mstep: Class 61 contains 385 members 
Mstep: Class 62 contains 169 members 
Mstep: Class 63 contains 205 members 
Entering Unmasked Estep 
Score: -14112226.000000 Penalty: 35424.265625
Splitting cluster 32 changes total score from -14078889.000000 to -14112226.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 33 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -52403.871094 Penalty: 313.383636
	Iteration 0F: 2 clusters Score -52403.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -51617.414062 Penalty: 626.767273
	Iteration 0F: 3 clusters Score -51617.41 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -51995.734375 Penalty: 626.767273
	Iteration 1F: 3 clusters Score -51995.73 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -52160.332031 Penalty: 626.767273
	Iteration 2F: 3 clusters Score -52160.33 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -52253.347656 Penalty: 626.767273
	Iteration 3F: 3 clusters Score -52253.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -52303.929688 Penalty: 626.767273
	Iteration 4F: 3 clusters Score -52303.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -52337.753906 Penalty: 626.767273
	Iteration 5Q: 3 clusters Score -52337.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -52349.031250 Penalty: 626.767273
	Iteration 6Q: 3 clusters Score -52349.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -52363.699219 Penalty: 626.767273
	Iteration 7Q: 3 clusters Score -52363.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -52372.027344 Penalty: 626.767273
	Iteration 8Q: 3 clusters Score -52372.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -52375.472656 Penalty: 626.767273
	Iteration 9Q: 3 clusters Score -52375.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -52376.742188 Penalty: 626.767273
	Iteration 10Q: 3 clusters Score -52376.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -52379.386719 Penalty: 626.767273
	Iteration 11Q: 3 clusters Score -52379.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -52380.261719 Penalty: 626.767273
	Iteration 12Q: 3 clusters Score -52380.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -52380.261719 Penalty: 626.767273
	Iteration 13F: 3 clusters Score -52380.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -10225.138672 Penalty: 243.076202
	Iteration 0F: 2 clusters Score -10225.14 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 107 members 
Entering Unmasked Estep 
Score: -9956.679688 Penalty: 486.152405
	Iteration 0F: 3 clusters Score -9956.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10095.028320 Penalty: 486.152405
	Iteration 1F: 3 clusters Score -10095.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10182.390625 Penalty: 486.152405
	Iteration 2F: 3 clusters Score -10182.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10271.186523 Penalty: 486.152405
	Iteration 3F: 3 clusters Score -10271.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10331.628906 Penalty: 486.152405
	Iteration 4Q: 3 clusters Score -10331.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10375.241211 Penalty: 486.152405
	Iteration 5Q: 3 clusters Score -10375.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10395.589844 Penalty: 486.152405
	Iteration 6Q: 3 clusters Score -10395.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10420.156250 Penalty: 486.152405
	Iteration 7Q: 3 clusters Score -10420.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10457.644531 Penalty: 486.152405
	Iteration 8Q: 3 clusters Score -10457.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10511.360352 Penalty: 486.152405
	Iteration 9Q: 3 clusters Score -10511.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10530.190430 Penalty: 486.152405
	Iteration 10Q: 3 clusters Score -10530.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10587.957031 Penalty: 486.152405
	Iteration 11Q: 3 clusters Score -10587.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10842.354492 Penalty: 486.152405
	Iteration 12Q: 3 clusters Score -10842.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10842.354492 Penalty: 486.152405
	Iteration 13F: 3 clusters Score -10842.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 92 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 2266 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 305 members 
Mstep: Class 61 contains 385 members 
Mstep: Class 62 contains 169 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 117 members 
Entering Unmasked Estep 
Score: -14112521.000000 Penalty: 35986.554688
Splitting cluster 34 changes total score from -14078889.000000 to -14112521.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 35 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8132.340820 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8132.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7881.511719 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7881.512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7916.866699 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -7916.867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7930.145020 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -7930.145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7941.254883 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -7941.255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7943.274902 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -7943.275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7943.274902 Penalty: 446.380005
	Iteration 5F: 3 clusters Score -7943.275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -32484.109375 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -32484.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32033.748047 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -32033.75 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32284.337891 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -32284.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32330.333984 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -32330.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -32364.023438 Penalty: 568.923279
	Iteration 3F: 3 clusters Score -32364.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32383.435547 Penalty: 568.923279
	Iteration 4Q: 3 clusters Score -32383.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32394.230469 Penalty: 568.923279
	Iteration 5Q: 3 clusters Score -32394.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32402.085938 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -32402.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32409.554688 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -32409.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32410.839844 Penalty: 568.923279
	Iteration 8Q: 3 clusters Score -32410.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32415.294922 Penalty: 568.923279
	Iteration 9Q: 3 clusters Score -32415.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32420.339844 Penalty: 568.923279
	Iteration 10Q: 3 clusters Score -32420.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32432.427734 Penalty: 568.923279
	Iteration 11Q: 3 clusters Score -32432.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32453.468750 Penalty: 568.923279
	Iteration 12Q: 3 clusters Score -32453.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32472.195312 Penalty: 568.923279
	Iteration 13Q: 3 clusters Score -32472.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32479.853516 Penalty: 568.923279
	Iteration 14Q: 3 clusters Score -32479.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32481.886719 Penalty: 568.923279
	Iteration 15Q: 3 clusters Score -32481.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32481.886719 Penalty: 568.923279
	Iteration 16F: 3 clusters Score -32481.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -197678.062500 Penalty: 369.133636
	Iteration 0F: 2 clusters Score -197678.1 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 1635 members 
Entering Unmasked Estep 
Score: -195400.765625 Penalty: 738.267273
	Iteration 0F: 3 clusters Score -195400.8 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -196266.265625 Penalty: 738.267273
	Iteration 1F: 3 clusters Score -196266.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -196430.875000 Penalty: 738.267273
	Iteration 2F: 3 clusters Score -196430.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -196599.078125 Penalty: 738.267273
	Iteration 3F: 3 clusters Score -196599.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -196763.000000 Penalty: 738.267273
	Iteration 4F: 3 clusters Score -196763 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -196922.906250 Penalty: 738.267273
	Iteration 5F: 3 clusters Score -196922.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -197029.609375 Penalty: 738.267273
	Iteration 6Q: 3 clusters Score -197029.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -197101.890625 Penalty: 738.267273
	Iteration 7Q: 3 clusters Score -197101.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -197159.218750 Penalty: 738.267273
	Iteration 8Q: 3 clusters Score -197159.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -197199.328125 Penalty: 738.267273
	Iteration 9Q: 3 clusters Score -197199.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -197223.500000 Penalty: 738.267273
	Iteration 10Q: 3 clusters Score -197223.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -197260.546875 Penalty: 738.267273
	Iteration 11Q: 3 clusters Score -197260.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -197295.328125 Penalty: 738.267273
	Iteration 12Q: 3 clusters Score -197295.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -197329.250000 Penalty: 738.267273
	Iteration 13Q: 3 clusters Score -197329.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -197340.812500 Penalty: 738.267273
	Iteration 14Q: 3 clusters Score -197340.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -197345.093750 Penalty: 738.267273
	Iteration 15Q: 3 clusters Score -197345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -197349.703125 Penalty: 738.267273
	Iteration 16Q: 3 clusters Score -197349.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -197352.937500 Penalty: 738.267273
	Iteration 17Q: 3 clusters Score -197352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -197358.421875 Penalty: 738.267273
	Iteration 18Q: 3 clusters Score -197358.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -197368.031250 Penalty: 738.267273
	Iteration 19Q: 3 clusters Score -197368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -197379.343750 Penalty: 738.267273
	Iteration 20F: 3 clusters Score -197379.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -197389.328125 Penalty: 738.267273
	Iteration 21Q: 3 clusters Score -197389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -197393.453125 Penalty: 738.267273
	Iteration 22Q: 3 clusters Score -197393.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -197396.093750 Penalty: 738.267273
	Iteration 23Q: 3 clusters Score -197396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -197397.906250 Penalty: 738.267273
	Iteration 24Q: 3 clusters Score -197397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -197398.640625 Penalty: 738.267273
	Iteration 25Q: 3 clusters Score -197398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -197400.203125 Penalty: 738.267273
	Iteration 26Q: 3 clusters Score -197400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -197400.437500 Penalty: 738.267273
	Iteration 27Q: 3 clusters Score -197400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -197400.437500 Penalty: 738.267273
	Iteration 28F: 3 clusters Score -197400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -138327.953125 Penalty: 351.522614
	Iteration 0F: 2 clusters Score -138328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -136741.296875 Penalty: 703.045227
	Iteration 0F: 3 clusters Score -136741.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -137352.218750 Penalty: 703.045227
	Iteration 1F: 3 clusters Score -137352.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137551.312500 Penalty: 703.045227
	Iteration 2F: 3 clusters Score -137551.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -137729.640625 Penalty: 703.045227
	Iteration 3F: 3 clusters Score -137729.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -137839.984375 Penalty: 703.045227
	Iteration 4F: 3 clusters Score -137840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -137943.734375 Penalty: 703.045227
	Iteration 5F: 3 clusters Score -137943.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -138041.125000 Penalty: 703.045227
	Iteration 6F: 3 clusters Score -138041.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -138114.000000 Penalty: 703.045227
	Iteration 7Q: 3 clusters Score -138114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -138163.109375 Penalty: 703.045227
	Iteration 8Q: 3 clusters Score -138163.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -138202.281250 Penalty: 703.045227
	Iteration 9Q: 3 clusters Score -138202.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -138227.718750 Penalty: 703.045227
	Iteration 10Q: 3 clusters Score -138227.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -138241.781250 Penalty: 703.045227
	Iteration 11Q: 3 clusters Score -138241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -138251.562500 Penalty: 703.045227
	Iteration 12Q: 3 clusters Score -138251.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -138256.562500 Penalty: 703.045227
	Iteration 13Q: 3 clusters Score -138256.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -138262.406250 Penalty: 703.045227
	Iteration 14Q: 3 clusters Score -138262.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -138271.437500 Penalty: 703.045227
	Iteration 15Q: 3 clusters Score -138271.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -138279.390625 Penalty: 703.045227
	Iteration 16Q: 3 clusters Score -138279.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -138285.578125 Penalty: 703.045227
	Iteration 17Q: 3 clusters Score -138285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -138289.734375 Penalty: 703.045227
	Iteration 18Q: 3 clusters Score -138289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -138294.046875 Penalty: 703.045227
	Iteration 19Q: 3 clusters Score -138294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -138297.390625 Penalty: 703.045227
	Iteration 20F: 3 clusters Score -138297.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -138300.187500 Penalty: 703.045227
	Iteration 21Q: 3 clusters Score -138300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -138304.281250 Penalty: 703.045227
	Iteration 22Q: 3 clusters Score -138304.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -138308.500000 Penalty: 703.045227
	Iteration 23Q: 3 clusters Score -138308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -138314.562500 Penalty: 703.045227
	Iteration 24Q: 3 clusters Score -138314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -138317.609375 Penalty: 703.045227
	Iteration 25Q: 3 clusters Score -138317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -138320.281250 Penalty: 703.045227
	Iteration 26Q: 3 clusters Score -138320.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -138322.484375 Penalty: 703.045227
	Iteration 27Q: 3 clusters Score -138322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -138324.156250 Penalty: 703.045227
	Iteration 28Q: 3 clusters Score -138324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -138326.453125 Penalty: 703.045227
	Iteration 29Q: 3 clusters Score -138326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -138327.312500 Penalty: 703.045227
	Iteration 30Q: 3 clusters Score -138327.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -138333.140625 Penalty: 703.045227
	Iteration 31Q: 3 clusters Score -138333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -138337.875000 Penalty: 703.045227
	Iteration 32Q: 3 clusters Score -138337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -138344.609375 Penalty: 703.045227
	Iteration 33Q: 3 clusters Score -138344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -138350.062500 Penalty: 703.045227
	Iteration 34Q: 3 clusters Score -138350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -138358.718750 Penalty: 703.045227
	Iteration 35Q: 3 clusters Score -138358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -138367.531250 Penalty: 703.045227
	Iteration 36Q: 3 clusters Score -138367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -138372.093750 Penalty: 703.045227
	Iteration 37Q: 3 clusters Score -138372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -138374.000000 Penalty: 703.045227
	Iteration 38Q: 3 clusters Score -138374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -138374.968750 Penalty: 703.045227
	Iteration 39Q: 3 clusters Score -138375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -138375.515625 Penalty: 703.045227
	Iteration 40F: 3 clusters Score -138375.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -138376.578125 Penalty: 703.045227
	Iteration 41Q: 3 clusters Score -138376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -138377.203125 Penalty: 703.045227
	Iteration 42Q: 3 clusters Score -138377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -138377.421875 Penalty: 703.045227
	Iteration 43Q: 3 clusters Score -138377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -138377.671875 Penalty: 703.045227
	Iteration 44Q: 3 clusters Score -138377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -138377.671875 Penalty: 703.045227
	Iteration 45F: 3 clusters Score -138377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 92 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 730 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 305 members 
Mstep: Class 61 contains 385 members 
Mstep: Class 62 contains 169 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1818 members 
Entering Unmasked Estep 
Score: -14112362.000000 Penalty: 36548.847656
Splitting cluster 38 changes total score from -14078889.000000 to -14112362.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 39 (9234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Entering Unmasked Estep 
Score: -511915.437500 Penalty: 415.444458
	Iteration 0F: 2 clusters Score -511915.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -505816.031250 Penalty: 830.888916
	Iteration 0F: 3 clusters Score -505816 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -508426.687500 Penalty: 830.888916
	Iteration 1F: 3 clusters Score -508426.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -508991.937500 Penalty: 830.888916
	Iteration 2F: 3 clusters Score -508991.9 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -509628.281250 Penalty: 830.888916
	Iteration 3F: 3 clusters Score -509628.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -510182.781250 Penalty: 830.888916
	Iteration 4F: 3 clusters Score -510182.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -510611.656250 Penalty: 830.888916
	Iteration 5F: 3 clusters Score -510611.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -510958.156250 Penalty: 830.888916
	Iteration 6Q: 3 clusters Score -510958.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -511174.812500 Penalty: 830.888916
	Iteration 7Q: 3 clusters Score -511174.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -511319.531250 Penalty: 830.888916
	Iteration 8Q: 3 clusters Score -511319.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -511426.406250 Penalty: 830.888916
	Iteration 9Q: 3 clusters Score -511426.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -511517.718750 Penalty: 830.888916
	Iteration 10Q: 3 clusters Score -511517.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -511579.656250 Penalty: 830.888916
	Iteration 11Q: 3 clusters Score -511579.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -511617.593750 Penalty: 830.888916
	Iteration 12Q: 3 clusters Score -511617.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -511643.000000 Penalty: 830.888916
	Iteration 13Q: 3 clusters Score -511643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -511659.625000 Penalty: 830.888916
	Iteration 14Q: 3 clusters Score -511659.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -511668.625000 Penalty: 830.888916
	Iteration 15Q: 3 clusters Score -511668.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -511672.593750 Penalty: 830.888916
	Iteration 16Q: 3 clusters Score -511672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -511674.187500 Penalty: 830.888916
	Iteration 17Q: 3 clusters Score -511674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -511673.625000 Penalty: 830.888916
	Iteration 18Q: 3 clusters Score -511673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -511674.812500 Penalty: 830.888916
	Iteration 19Q: 3 clusters Score -511674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -511675.312500 Penalty: 830.888916
	Iteration 20F: 3 clusters Score -511675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -511675.125000 Penalty: 830.888916
	Iteration 21Q: 3 clusters Score -511675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -511675.125000 Penalty: 830.888916
	Iteration 22F: 3 clusters Score -511675.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -30056.660156 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -30056.66 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 363 members 
Entering Unmasked Estep 
Score: -29577.609375 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -29577.61 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30246.923828 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -30246.92 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30481.900391 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -30481.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30740.214844 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -30740.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31008.267578 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -31008.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31271.216797 Penalty: 599.967041
	Iteration 5F: 3 clusters Score -31271.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31434.214844 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -31434.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31697.900391 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -31697.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32214.851562 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -32214.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32408.199219 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -32408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32788.464844 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -32788.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33229.187500 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -33229.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33234.636719 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -33234.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33235.894531 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -33235.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33236.777344 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -33236.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33238.710938 Penalty: 599.967041
	Iteration 15F: 3 clusters Score -33238.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33239.699219 Penalty: 599.967041
	Iteration 16Q: 3 clusters Score -33239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33239.699219 Penalty: 599.967041
	Iteration 17F: 3 clusters Score -33239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 92 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 464 members 
Mstep: Class 41 contains 597 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 305 members 
Mstep: Class 61 contains 385 members 
Mstep: Class 62 contains 169 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1818 members 
Mstep: Class 66 contains 266 members 
Entering Unmasked Estep 
Score: -14115297.000000 Penalty: 37111.136719
Splitting cluster 40 changes total score from -14078889.000000 to -14115297.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 41 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -38533.078125 Penalty: 290.832245
	Iteration 0F: 2 clusters Score -38533.08 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 313 members 
Entering Unmasked Estep 
Score: -38000.253906 Penalty: 581.664490
	Iteration 0F: 3 clusters Score -38000.25 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38258.210938 Penalty: 581.664490
	Iteration 1F: 3 clusters Score -38258.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38407.406250 Penalty: 581.664490
	Iteration 2F: 3 clusters Score -38407.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38488.390625 Penalty: 581.664490
	Iteration 3F: 3 clusters Score -38488.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38520.894531 Penalty: 581.664490
	Iteration 4F: 3 clusters Score -38520.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38556.210938 Penalty: 581.664490
	Iteration 5Q: 3 clusters Score -38556.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38574.101562 Penalty: 581.664490
	Iteration 6Q: 3 clusters Score -38574.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38584.566406 Penalty: 581.664490
	Iteration 7Q: 3 clusters Score -38584.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38594.972656 Penalty: 581.664490
	Iteration 8Q: 3 clusters Score -38594.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38600.445312 Penalty: 581.664490
	Iteration 9Q: 3 clusters Score -38600.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38608.707031 Penalty: 581.664490
	Iteration 10Q: 3 clusters Score -38608.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38615.386719 Penalty: 581.664490
	Iteration 11Q: 3 clusters Score -38615.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38618.800781 Penalty: 581.664490
	Iteration 12Q: 3 clusters Score -38618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38621.164062 Penalty: 581.664490
	Iteration 13Q: 3 clusters Score -38621.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38623.687500 Penalty: 581.664490
	Iteration 14Q: 3 clusters Score -38623.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38625.183594 Penalty: 581.664490
	Iteration 15Q: 3 clusters Score -38625.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38627.792969 Penalty: 581.664490
	Iteration 16Q: 3 clusters Score -38627.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38629.910156 Penalty: 581.664490
	Iteration 17Q: 3 clusters Score -38629.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38631.390625 Penalty: 581.664490
	Iteration 18Q: 3 clusters Score -38631.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38633.433594 Penalty: 581.664490
	Iteration 19Q: 3 clusters Score -38633.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38637.144531 Penalty: 581.664490
	Iteration 20F: 3 clusters Score -38637.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38641.570312 Penalty: 581.664490
	Iteration 21Q: 3 clusters Score -38641.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38642.609375 Penalty: 581.664490
	Iteration 22Q: 3 clusters Score -38642.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38642.949219 Penalty: 581.664490
	Iteration 23Q: 3 clusters Score -38642.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38642.949219 Penalty: 581.664490
	Iteration 24F: 3 clusters Score -38642.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 92 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 464 members 
Mstep: Class 41 contains 460 members 
Mstep: Class 42 contains 353 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 748 members 
Mstep: Class 46 contains 1652 members 
Mstep: Class 47 contains 797 members 
Mstep: Class 48 contains 772 members 
Mstep: Class 49 contains 1153 members 
Mstep: Class 50 contains 16392 members 
Mstep: Class 51 contains 900 members 
Mstep: Class 52 contains 276 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 387 members 
Mstep: Class 56 contains 412 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 311 members 
Mstep: Class 59 contains 287 members 
Mstep: Class 60 contains 305 members 
Mstep: Class 61 contains 385 members 
Mstep: Class 62 contains 169 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1818 members 
Mstep: Class 66 contains 266 members 
Mstep: Class 67 contains 137 members 
Entering Unmasked Estep 
Score: -14115141.000000 Penalty: 37673.425781
Splitting cluster 41 changes total score from -14078889.000000 to -14115141.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 42 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -19173.523438 Penalty: 266.924286
	Iteration 0F: 2 clusters Score -19173.52 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 194 members 
Entering Unmasked Estep 
Score: -18837.990234 Penalty: 533.848572
	Iteration 0F: 3 clusters Score -18837.99 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18975.417969 Penalty: 533.848572
	Iteration 1F: 3 clusters Score -18975.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19006.076172 Penalty: 533.848572
	Iteration 2F: 3 clusters Score -19006.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19013.439453 Penalty: 533.848572
	Iteration 3Q: 3 clusters Score -19013.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19018.412109 Penalty: 533.848572
	Iteration 4Q: 3 clusters Score -19018.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19019.660156 Penalty: 533.848572
	Iteration 5Q: 3 clusters Score -19019.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19020.789062 Penalty: 533.848572
	Iteration 6Q: 3 clusters Score -19020.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19022.410156 Penalty: 533.848572
	Iteration 7Q: 3 clusters Score -19022.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19022.585938 Penalty: 533.848572
	Iteration 8Q: 3 clusters Score -19022.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19022.585938 Penalty: 533.848572
	Iteration 9F: 3 clusters Score -19022.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 105 members 
Mstep: Class 3 contains 136 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20297 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3207 members 
Mstep: Class 11 contains 195 members 
Mstep: Class 12 contains 650 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 2566 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 62 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 303 members 
Mstep: Class 28 contains 121020 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22923 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 92 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 3337 members 
Mstep: Class 38 contains 448 members 
Mstep: Class 39 contains 9234 members 
Mstep: Class 40 contains 464 members 
Mstep: Class 41 contains 460 members 
Mstep: Class 42 contains 353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14117632.000000 Penalty: 37673.425781
Iteration 79Q: 68 clusters Score -1.411763e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 106 members 
Mstep: Class 3 contains 129 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 287 members 
Mstep: Class 7 contains 218 members 
Mstep: Class 8 contains 20758 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 231 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 2540 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 61 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 1863 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 311 members 
Mstep: Class 28 contains 120316 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22966 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 626 members 
Mstep: Class 33 contains 940 members 
Mstep: Class 34 contains 92 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 3313 members 
Mstep: Class 38 contains 479 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 464 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 278 members 
Mstep: Class 44 contains 355 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 1584 members 
Mstep: Class 47 contains 787 members 
Mstep: Class 48 contains 767 members 
Mstep: Class 49 contains 1152 members 
Mstep: Class 50 contains 16390 members 
Mstep: Class 51 contains 906 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 118 members 
Mstep: Class 55 contains 392 members 
Mstep: Class 56 contains 413 members 
Mstep: Class 57 contains 338 members 
Mstep: Class 58 contains 308 members 
Mstep: Class 59 contains 282 members 
Mstep: Class 60 contains 308 members 
Mstep: Class 61 contains 340 members 
Mstep: Class 62 contains 171 members 
Mstep: Class 63 contains 190 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1817 members 
Mstep: Class 66 contains 261 members 
Mstep: Class 67 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14120933.000000 Penalty: 37673.425781
Iteration 80F: 68 clusters Score -1.412093e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 109 members 
Mstep: Class 3 contains 129 members 
Mstep: Class 4 contains 1059 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 284 members 
Mstep: Class 7 contains 203 members 
Mstep: Class 8 contains 21014 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 246 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 696 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 61 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 1892 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 276 members 
Mstep: Class 28 contains 119869 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 23005 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 631 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 3299 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 9179 members 
Mstep: Class 40 contains 463 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 295 members 
Mstep: Class 44 contains 354 members 
Mstep: Class 45 contains 701 members 
Mstep: Class 46 contains 1546 members 
Mstep: Class 47 contains 790 members 
Mstep: Class 48 contains 763 members 
Mstep: Class 49 contains 1167 members 
Mstep: Class 50 contains 16411 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 299 members 
Mstep: Class 53 contains 185 members 
Mstep: Class 54 contains 129 members 
Mstep: Class 55 contains 401 members 
Mstep: Class 56 contains 498 members 
Mstep: Class 57 contains 339 members 
Mstep: Class 58 contains 315 members 
Mstep: Class 59 contains 279 members 
Mstep: Class 60 contains 332 members 
Mstep: Class 61 contains 334 members 
Mstep: Class 62 contains 216 members 
Mstep: Class 63 contains 201 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1822 members 
Mstep: Class 66 contains 277 members 
Mstep: Class 67 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14123274.000000 Penalty: 37673.425781
Iteration 81Q: 68 clusters Score -1.412327e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 112 members 
Mstep: Class 3 contains 121 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 204 members 
Mstep: Class 8 contains 21197 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 11 contains 255 members 
Mstep: Class 12 contains 615 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 2508 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 61 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 1905 members 
Mstep: Class 26 contains 626 members 
Mstep: Class 27 contains 271 members 
Mstep: Class 28 contains 119550 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 23039 members 
Mstep: Class 31 contains 688 members 
Mstep: Class 32 contains 628 members 
Mstep: Class 33 contains 919 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 3296 members 
Mstep: Class 38 contains 495 members 
Mstep: Class 39 contains 9166 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 359 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 693 members 
Mstep: Class 46 contains 1493 members 
Mstep: Class 47 contains 796 members 
Mstep: Class 48 contains 758 members 
Mstep: Class 49 contains 1198 members 
Mstep: Class 50 contains 16488 members 
Mstep: Class 51 contains 949 members 
Mstep: Class 52 contains 300 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 128 members 
Mstep: Class 55 contains 402 members 
Mstep: Class 56 contains 559 members 
Mstep: Class 57 contains 336 members 
Mstep: Class 58 contains 323 members 
Mstep: Class 59 contains 281 members 
Mstep: Class 60 contains 343 members 
Mstep: Class 61 contains 328 members 
Mstep: Class 62 contains 253 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1831 members 
Mstep: Class 66 contains 279 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124640.000000 Penalty: 37673.425781
Iteration 82Q: 68 clusters Score -1.412464e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 112 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 272 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 21341 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 610 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 720 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 60 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 1916 members 
Mstep: Class 26 contains 632 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 119287 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 23061 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 627 members 
Mstep: Class 33 contains 918 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 457 members 
Mstep: Class 37 contains 3295 members 
Mstep: Class 38 contains 503 members 
Mstep: Class 39 contains 9156 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 318 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 682 members 
Mstep: Class 46 contains 1455 members 
Mstep: Class 47 contains 803 members 
Mstep: Class 48 contains 755 members 
Mstep: Class 49 contains 1233 members 
Mstep: Class 50 contains 16587 members 
Mstep: Class 51 contains 958 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 126 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 608 members 
Mstep: Class 57 contains 332 members 
Mstep: Class 58 contains 327 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 329 members 
Mstep: Class 62 contains 282 members 
Mstep: Class 63 contains 209 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1836 members 
Mstep: Class 66 contains 283 members 
Mstep: Class 67 contains 128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125732.000000 Penalty: 37673.425781
Iteration 83Q: 68 clusters Score -1.412573e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 110 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 1961 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21469 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 259 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 733 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 59 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 637 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 119061 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 23080 members 
Mstep: Class 31 contains 672 members 
Mstep: Class 32 contains 622 members 
Mstep: Class 33 contains 917 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 3293 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 9145 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 327 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 681 members 
Mstep: Class 46 contains 1425 members 
Mstep: Class 47 contains 805 members 
Mstep: Class 48 contains 751 members 
Mstep: Class 49 contains 1268 members 
Mstep: Class 50 contains 16680 members 
Mstep: Class 51 contains 966 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 402 members 
Mstep: Class 56 contains 648 members 
Mstep: Class 57 contains 334 members 
Mstep: Class 58 contains 332 members 
Mstep: Class 59 contains 290 members 
Mstep: Class 60 contains 375 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 301 members 
Mstep: Class 63 contains 213 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1839 members 
Mstep: Class 66 contains 289 members 
Mstep: Class 67 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14126174.000000 Penalty: 37673.425781
Iteration 84Q: 68 clusters Score -1.412617e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 109 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 269 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21580 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 261 members 
Mstep: Class 12 contains 603 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 1042 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 1941 members 
Mstep: Class 26 contains 644 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 118883 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 23083 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 612 members 
Mstep: Class 33 contains 920 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 3283 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 9132 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 335 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 681 members 
Mstep: Class 46 contains 1389 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 750 members 
Mstep: Class 49 contains 1296 members 
Mstep: Class 50 contains 16745 members 
Mstep: Class 51 contains 969 members 
Mstep: Class 52 contains 303 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 400 members 
Mstep: Class 56 contains 690 members 
Mstep: Class 57 contains 337 members 
Mstep: Class 58 contains 334 members 
Mstep: Class 59 contains 295 members 
Mstep: Class 60 contains 377 members 
Mstep: Class 61 contains 332 members 
Mstep: Class 62 contains 311 members 
Mstep: Class 63 contains 218 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1845 members 
Mstep: Class 66 contains 292 members 
Mstep: Class 67 contains 128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14126443.000000 Penalty: 37673.425781
Iteration 85Q: 68 clusters Score -1.412644e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 108 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 208 members 
Mstep: Class 8 contains 21658 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 263 members 
Mstep: Class 12 contains 604 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 747 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 2471 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 1978 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 118742 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 23076 members 
Mstep: Class 31 contains 657 members 
Mstep: Class 32 contains 609 members 
Mstep: Class 33 contains 920 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 505 members 
Mstep: Class 39 contains 9118 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 340 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 681 members 
Mstep: Class 46 contains 1336 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 748 members 
Mstep: Class 49 contains 1328 members 
Mstep: Class 50 contains 16796 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 300 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 403 members 
Mstep: Class 56 contains 738 members 
Mstep: Class 57 contains 339 members 
Mstep: Class 58 contains 336 members 
Mstep: Class 59 contains 297 members 
Mstep: Class 60 contains 383 members 
Mstep: Class 61 contains 334 members 
Mstep: Class 62 contains 321 members 
Mstep: Class 63 contains 220 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1853 members 
Mstep: Class 66 contains 294 members 
Mstep: Class 67 contains 128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14126669.000000 Penalty: 37673.425781
Iteration 86Q: 68 clusters Score -1.412667e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 208 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 354 members 
Mstep: Class 25 contains 2003 members 
Mstep: Class 26 contains 652 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 118642 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 23068 members 
Mstep: Class 31 contains 653 members 
Mstep: Class 32 contains 609 members 
Mstep: Class 33 contains 920 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 502 members 
Mstep: Class 39 contains 9110 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 342 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 681 members 
Mstep: Class 46 contains 1300 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 747 members 
Mstep: Class 49 contains 1349 members 
Mstep: Class 50 contains 16827 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 408 members 
Mstep: Class 56 contains 776 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 297 members 
Mstep: Class 60 contains 382 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1857 members 
Mstep: Class 66 contains 293 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14126805.000000 Penalty: 37673.425781
Iteration 87Q: 68 clusters Score -1.41268e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21759 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 3727 members 
Mstep: Class 11 contains 267 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 355 members 
Mstep: Class 25 contains 2013 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 118552 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 23057 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 921 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 415 members 
Mstep: Class 37 contains 3274 members 
Mstep: Class 38 contains 497 members 
Mstep: Class 39 contains 9111 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 357 members 
Mstep: Class 43 contains 343 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1277 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 746 members 
Mstep: Class 49 contains 1367 members 
Mstep: Class 50 contains 16858 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 413 members 
Mstep: Class 56 contains 804 members 
Mstep: Class 57 contains 341 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 303 members 
Mstep: Class 60 contains 380 members 
Mstep: Class 61 contains 332 members 
Mstep: Class 62 contains 341 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1861 members 
Mstep: Class 66 contains 291 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14126911.000000 Penalty: 37673.425781
Iteration 88Q: 68 clusters Score -1.412691e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 21805 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 762 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 662 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 118482 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 23046 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 415 members 
Mstep: Class 37 contains 3270 members 
Mstep: Class 38 contains 492 members 
Mstep: Class 39 contains 9103 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 344 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1266 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 745 members 
Mstep: Class 49 contains 1388 members 
Mstep: Class 50 contains 16884 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 421 members 
Mstep: Class 56 contains 817 members 
Mstep: Class 57 contains 339 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 310 members 
Mstep: Class 60 contains 376 members 
Mstep: Class 61 contains 332 members 
Mstep: Class 62 contains 346 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1867 members 
Mstep: Class 66 contains 289 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127070.000000 Penalty: 37673.425781
Iteration 89Q: 68 clusters Score -1.412707e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21848 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 1019 members 
Mstep: Class 19 contains 2464 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 358 members 
Mstep: Class 25 contains 2015 members 
Mstep: Class 26 contains 664 members 
Mstep: Class 27 contains 272 members 
Mstep: Class 28 contains 118418 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 23038 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 927 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 413 members 
Mstep: Class 37 contains 3269 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 9100 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1260 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1405 members 
Mstep: Class 50 contains 16903 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 426 members 
Mstep: Class 56 contains 829 members 
Mstep: Class 57 contains 337 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 314 members 
Mstep: Class 60 contains 376 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 356 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1871 members 
Mstep: Class 66 contains 290 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127363.000000 Penalty: 37673.425781
Iteration 90Q: 68 clusters Score -1.412736e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21870 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118367 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 23028 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 3269 members 
Mstep: Class 38 contains 487 members 
Mstep: Class 39 contains 9098 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1260 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1434 members 
Mstep: Class 50 contains 16916 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 434 members 
Mstep: Class 56 contains 837 members 
Mstep: Class 57 contains 339 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 314 members 
Mstep: Class 60 contains 375 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 362 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1874 members 
Mstep: Class 66 contains 287 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127504.000000 Penalty: 37673.425781
Iteration 91Q: 68 clusters Score -1.41275e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21907 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3667 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2832 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 19 contains 2462 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 406 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118316 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 23017 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 930 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 3269 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1260 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1453 members 
Mstep: Class 50 contains 16923 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 438 members 
Mstep: Class 56 contains 842 members 
Mstep: Class 57 contains 342 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 316 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 365 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1878 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127543.000000 Penalty: 37673.425781
Iteration 92Q: 68 clusters Score -1.412754e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21936 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3662 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 1005 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 1979 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118268 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 23011 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 929 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 411 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 486 members 
Mstep: Class 39 contains 9098 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1260 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1477 members 
Mstep: Class 50 contains 16929 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 441 members 
Mstep: Class 56 contains 842 members 
Mstep: Class 57 contains 345 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 317 members 
Mstep: Class 60 contains 373 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 369 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1881 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127651.000000 Penalty: 37673.425781
Iteration 93Q: 68 clusters Score -1.412765e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21951 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 400 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 673 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118244 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22997 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 411 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 488 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1259 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1498 members 
Mstep: Class 50 contains 16936 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 843 members 
Mstep: Class 57 contains 348 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 317 members 
Mstep: Class 60 contains 369 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 375 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1882 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127662.000000 Penalty: 37673.425781
Iteration 94Q: 68 clusters Score -1.412766e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21971 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 761 members 
Mstep: Class 18 contains 1001 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 1960 members 
Mstep: Class 26 contains 679 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118221 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22982 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 411 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1259 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1514 members 
Mstep: Class 50 contains 16939 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 846 members 
Mstep: Class 57 contains 350 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 317 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 382 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1882 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127666.000000 Penalty: 37673.425781
Iteration 95Q: 68 clusters Score -1.412767e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 21997 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118203 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22959 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1261 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1527 members 
Mstep: Class 50 contains 16944 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 446 members 
Mstep: Class 56 contains 847 members 
Mstep: Class 57 contains 351 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 317 members 
Mstep: Class 60 contains 358 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 389 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1883 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127663.000000 Penalty: 37673.425781
Iteration 96Q: 68 clusters Score -1.412766e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 22028 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 396 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118189 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22930 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1261 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1537 members 
Mstep: Class 50 contains 16945 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 446 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 352 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 317 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 394 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1883 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127679.000000 Penalty: 37673.425781
Iteration 97Q: 68 clusters Score -1.412768e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1925 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 22050 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118187 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22902 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1261 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1545 members 
Mstep: Class 50 contains 16945 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 446 members 
Mstep: Class 56 contains 848 members 
Mstep: Class 57 contains 354 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 317 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 399 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1883 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127653.000000 Penalty: 37673.425781
Iteration 98Q: 68 clusters Score -1.412765e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 22077 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118183 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22870 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1262 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1553 members 
Mstep: Class 50 contains 16945 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 446 members 
Mstep: Class 56 contains 849 members 
Mstep: Class 57 contains 354 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 317 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 403 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1883 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127639.000000 Penalty: 37673.425781
Iteration 99Q: 68 clusters Score -1.412764e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 114 members 
Mstep: Class 3 contains 107 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 22112 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 606 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 273 members 
Mstep: Class 28 contains 118168 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22845 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 608 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 412 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 491 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 355 members 
Mstep: Class 43 contains 345 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1262 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1558 members 
Mstep: Class 50 contains 16945 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 121 members 
Mstep: Class 55 contains 446 members 
Mstep: Class 56 contains 849 members 
Mstep: Class 57 contains 354 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 317 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 333 members 
Mstep: Class 62 contains 406 members 
Mstep: Class 63 contains 221 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1883 members 
Mstep: Class 66 contains 286 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14127908.000000 Penalty: 37673.425781
Iteration 100F: 68 clusters Score -1.412791e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 115 members 
Mstep: Class 3 contains 109 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 22145 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 604 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 1000 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 363 members 
Mstep: Class 25 contains 1907 members 
Mstep: Class 26 contains 683 members 
Mstep: Class 27 contains 271 members 
Mstep: Class 28 contains 118155 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22820 members 
Mstep: Class 31 contains 644 members 
Mstep: Class 32 contains 602 members 
Mstep: Class 33 contains 927 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 409 members 
Mstep: Class 37 contains 3266 members 
Mstep: Class 38 contains 496 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 361 members 
Mstep: Class 43 contains 349 members 
Mstep: Class 44 contains 352 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1252 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1562 members 
Mstep: Class 50 contains 16945 members 
Mstep: Class 51 contains 969 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 449 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 355 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 325 members 
Mstep: Class 60 contains 362 members 
Mstep: Class 61 contains 335 members 
Mstep: Class 62 contains 426 members 
Mstep: Class 63 contains 223 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1883 members 
Mstep: Class 66 contains 280 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14128382.000000 Penalty: 37673.425781
Iteration 101Q: 68 clusters Score -1.412838e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 116 members 
Mstep: Class 3 contains 109 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 22170 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 603 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 761 members 
Mstep: Class 18 contains 999 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 365 members 
Mstep: Class 25 contains 1853 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 270 members 
Mstep: Class 28 contains 118150 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22790 members 
Mstep: Class 31 contains 641 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 926 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 500 members 
Mstep: Class 39 contains 9099 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 352 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 680 members 
Mstep: Class 46 contains 1245 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1568 members 
Mstep: Class 50 contains 16959 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 123 members 
Mstep: Class 55 contains 452 members 
Mstep: Class 56 contains 853 members 
Mstep: Class 57 contains 355 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 331 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 335 members 
Mstep: Class 62 contains 442 members 
Mstep: Class 63 contains 224 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1884 members 
Mstep: Class 66 contains 277 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14128650.000000 Penalty: 37673.425781
Iteration 102Q: 68 clusters Score -1.412865e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 121 members 
Mstep: Class 3 contains 108 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 205 members 
Mstep: Class 8 contains 22186 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 602 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 761 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 1830 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 269 members 
Mstep: Class 28 contains 118150 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22763 members 
Mstep: Class 31 contains 642 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 3261 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 9100 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 353 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 681 members 
Mstep: Class 46 contains 1237 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1574 members 
Mstep: Class 50 contains 16978 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 124 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 861 members 
Mstep: Class 57 contains 355 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 334 members 
Mstep: Class 60 contains 366 members 
Mstep: Class 61 contains 335 members 
Mstep: Class 62 contains 461 members 
Mstep: Class 63 contains 225 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1884 members 
Mstep: Class 66 contains 275 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14128847.000000 Penalty: 37673.425781
Iteration 103Q: 68 clusters Score -1.412885e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 142 members 
Mstep: Class 3 contains 106 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 22197 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 398 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 1793 members 
Mstep: Class 26 contains 684 members 
Mstep: Class 27 contains 269 members 
Mstep: Class 28 contains 118155 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22732 members 
Mstep: Class 31 contains 641 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 921 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3256 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 9104 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 348 members 
Mstep: Class 45 contains 683 members 
Mstep: Class 46 contains 1230 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1580 members 
Mstep: Class 50 contains 16990 members 
Mstep: Class 51 contains 973 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 863 members 
Mstep: Class 57 contains 355 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 334 members 
Mstep: Class 60 contains 367 members 
Mstep: Class 61 contains 334 members 
Mstep: Class 62 contains 476 members 
Mstep: Class 63 contains 226 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1886 members 
Mstep: Class 66 contains 272 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14129166.000000 Penalty: 37673.425781
Iteration 104Q: 68 clusters Score -1.412917e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 158 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 197 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 599 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 1763 members 
Mstep: Class 26 contains 685 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 118174 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22698 members 
Mstep: Class 31 contains 640 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 920 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 3252 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 9108 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 364 members 
Mstep: Class 43 contains 354 members 
Mstep: Class 44 contains 348 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1589 members 
Mstep: Class 50 contains 17008 members 
Mstep: Class 51 contains 977 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 118 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 356 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 337 members 
Mstep: Class 60 contains 367 members 
Mstep: Class 61 contains 332 members 
Mstep: Class 62 contains 489 members 
Mstep: Class 63 contains 227 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1887 members 
Mstep: Class 66 contains 274 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14129409.000000 Penalty: 37673.425781
Iteration 105Q: 68 clusters Score -1.412941e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 174 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 1781 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 189 members 
Mstep: Class 8 contains 22209 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3797 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 1736 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 267 members 
Mstep: Class 28 contains 118178 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22673 members 
Mstep: Class 31 contains 639 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 919 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 3252 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 9111 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 355 members 
Mstep: Class 44 contains 347 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1224 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 744 members 
Mstep: Class 49 contains 1597 members 
Mstep: Class 50 contains 17019 members 
Mstep: Class 51 contains 978 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 866 members 
Mstep: Class 57 contains 357 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 342 members 
Mstep: Class 60 contains 364 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 501 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1888 members 
Mstep: Class 66 contains 278 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14129539.000000 Penalty: 37673.425781
Iteration 106Q: 68 clusters Score -1.412954e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 8 contains 22224 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1714 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 267 members 
Mstep: Class 28 contains 118177 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 22652 members 
Mstep: Class 31 contains 639 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 916 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 3252 members 
Mstep: Class 38 contains 513 members 
Mstep: Class 39 contains 9114 members 
Mstep: Class 40 contains 466 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 356 members 
Mstep: Class 44 contains 347 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1223 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 743 members 
Mstep: Class 49 contains 1601 members 
Mstep: Class 50 contains 17035 members 
Mstep: Class 51 contains 979 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 358 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 348 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 329 members 
Mstep: Class 62 contains 515 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1889 members 
Mstep: Class 66 contains 279 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14129674.000000 Penalty: 37673.425781
Iteration 107Q: 68 clusters Score -1.412967e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 193 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 22241 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 997 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 438 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1699 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 266 members 
Mstep: Class 28 contains 118173 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22633 members 
Mstep: Class 31 contains 638 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 911 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 3252 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 9120 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 357 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1222 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 740 members 
Mstep: Class 49 contains 1605 members 
Mstep: Class 50 contains 17046 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 359 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 351 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 329 members 
Mstep: Class 62 contains 537 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1889 members 
Mstep: Class 66 contains 280 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14129780.000000 Penalty: 37673.425781
Iteration 108Q: 68 clusters Score -1.412978e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 195 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 22261 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 265 members 
Mstep: Class 28 contains 118157 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22626 members 
Mstep: Class 31 contains 639 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 907 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 3252 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 9119 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 357 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1219 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 1609 members 
Mstep: Class 50 contains 17055 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 361 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 360 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 330 members 
Mstep: Class 62 contains 558 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1890 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14129869.000000 Penalty: 37673.425781
Iteration 109Q: 68 clusters Score -1.412987e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 195 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118133 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22622 members 
Mstep: Class 31 contains 640 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 3252 members 
Mstep: Class 38 contains 531 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 357 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1610 members 
Mstep: Class 50 contains 17063 members 
Mstep: Class 51 contains 983 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 362 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 374 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 330 members 
Mstep: Class 62 contains 580 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1894 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14129958.000000 Penalty: 37673.425781
Iteration 110Q: 68 clusters Score -1.412996e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 196 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 150 members 
Mstep: Class 8 contains 22306 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 769 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118116 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22614 members 
Mstep: Class 31 contains 640 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 541 members 
Mstep: Class 39 contains 9114 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 358 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1213 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 1610 members 
Mstep: Class 50 contains 17065 members 
Mstep: Class 51 contains 983 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 870 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 377 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 330 members 
Mstep: Class 62 contains 601 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1898 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130015.000000 Penalty: 37673.425781
Iteration 111Q: 68 clusters Score -1.413002e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 196 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 155 members 
Mstep: Class 8 contains 22318 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1663 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118106 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22607 members 
Mstep: Class 31 contains 637 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 877 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3246 members 
Mstep: Class 38 contains 554 members 
Mstep: Class 39 contains 9114 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 360 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1212 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 1611 members 
Mstep: Class 50 contains 17065 members 
Mstep: Class 51 contains 983 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 870 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 378 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 330 members 
Mstep: Class 62 contains 622 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1902 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130084.000000 Penalty: 37673.425781
Iteration 112Q: 68 clusters Score -1.413008e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 196 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 159 members 
Mstep: Class 8 contains 22323 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1662 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118099 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22605 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 867 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 556 members 
Mstep: Class 39 contains 9115 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1212 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 724 members 
Mstep: Class 49 contains 1612 members 
Mstep: Class 50 contains 17065 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 870 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 644 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1908 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130124.000000 Penalty: 37673.425781
Iteration 113Q: 68 clusters Score -1.413012e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 196 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 22328 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1662 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118093 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22605 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 862 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 561 members 
Mstep: Class 39 contains 9118 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1213 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 719 members 
Mstep: Class 49 contains 1614 members 
Mstep: Class 50 contains 17066 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 661 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1909 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130155.000000 Penalty: 37673.425781
Iteration 114Q: 68 clusters Score -1.413016e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 195 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 22334 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118087 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22605 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 861 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9118 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1214 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 716 members 
Mstep: Class 49 contains 1615 members 
Mstep: Class 50 contains 17067 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 380 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 677 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1910 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130194.000000 Penalty: 37673.425781
Iteration 115Q: 68 clusters Score -1.413019e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 192 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 22341 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1663 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118077 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22604 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 859 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 564 members 
Mstep: Class 39 contains 9118 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 715 members 
Mstep: Class 49 contains 1618 members 
Mstep: Class 50 contains 17065 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 868 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 697 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1912 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130208.000000 Penalty: 37673.425781
Iteration 116Q: 68 clusters Score -1.413021e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 191 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 22345 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118067 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22602 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9117 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1214 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 712 members 
Mstep: Class 49 contains 1624 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 867 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 718 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130256.000000 Penalty: 37673.425781
Iteration 117Q: 68 clusters Score -1.413026e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 189 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 22348 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1665 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118058 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22598 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1214 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 712 members 
Mstep: Class 49 contains 1631 members 
Mstep: Class 50 contains 17065 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 866 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 731 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14130286.000000 Penalty: 37673.425781
Iteration 118Q: 68 clusters Score -1.413029e+07 nChanged 69
Entering ConstructFrom: 
Score: -14130286.000000 Penalty: 37673.425781
Entering ConstructFrom: 
Trying to split cluster 1 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -38813.261719 Penalty: 293.280243
	Iteration 0F: 2 clusters Score -38813.26 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 331 members 
Entering Unmasked Estep 
Score: -38275.617188 Penalty: 586.560486
	Iteration 0F: 3 clusters Score -38275.62 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38484.636719 Penalty: 586.560486
	Iteration 1F: 3 clusters Score -38484.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38546.851562 Penalty: 586.560486
	Iteration 2F: 3 clusters Score -38546.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -38571.871094 Penalty: 586.560486
	Iteration 3Q: 3 clusters Score -38571.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -38602.015625 Penalty: 586.560486
	Iteration 4Q: 3 clusters Score -38602.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -38625.968750 Penalty: 586.560486
	Iteration 5Q: 3 clusters Score -38625.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -38640.894531 Penalty: 586.560486
	Iteration 6Q: 3 clusters Score -38640.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38647.042969 Penalty: 586.560486
	Iteration 7Q: 3 clusters Score -38647.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -38648.847656 Penalty: 586.560486
	Iteration 8Q: 3 clusters Score -38648.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -38650.675781 Penalty: 586.560486
	Iteration 9Q: 3 clusters Score -38650.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -38652.410156 Penalty: 586.560486
	Iteration 10Q: 3 clusters Score -38652.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38656.574219 Penalty: 586.560486
	Iteration 11Q: 3 clusters Score -38656.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38661.734375 Penalty: 586.560486
	Iteration 12Q: 3 clusters Score -38661.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38663.136719 Penalty: 586.560486
	Iteration 13Q: 3 clusters Score -38663.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38664.222656 Penalty: 586.560486
	Iteration 14Q: 3 clusters Score -38664.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38664.222656 Penalty: 586.560486
	Iteration 15F: 3 clusters Score -38664.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -12410.839844 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -12410.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12162.250977 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -12162.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12249.776367 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -12249.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12318.083984 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -12318.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12417.119141 Penalty: 476.516235
	Iteration 3F: 3 clusters Score -12417.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12540.286133 Penalty: 476.516235
	Iteration 4F: 3 clusters Score -12540.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12583.715820 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -12583.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12599.798828 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -12599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12601.537109 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -12601.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12601.537109 Penalty: 476.516235
	Iteration 8F: 3 clusters Score -12601.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 117 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 71 members 
Entering Unmasked Estep 
Score: -14130178.000000 Penalty: 38235.714844
Splitting cluster 2 changes total score from -14130286.000000 to -14130178.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5366.028809 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5366.029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5188.527344 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5188.527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5229.633301 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5229.633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5245.930664 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -5245.931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5256.133789 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5256.134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5281.467773 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -5281.468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5295.692871 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -5295.693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5297.390625 Penalty: 423.510376
	Iteration 6Q: 3 clusters Score -5297.391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5297.390625 Penalty: 423.510376
	Iteration 7F: 3 clusters Score -5297.391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -57091.144531 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -57091.14 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 549 members 
Entering Unmasked Estep 
Score: -56275.968750 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -56275.97 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -56526.398438 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -56526.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -56580.039062 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -56580.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -56612.835938 Penalty: 633.650269
	Iteration 3Q: 3 clusters Score -56612.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -56645.515625 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -56645.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -56671.589844 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -56671.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -56699.542969 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -56699.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -56729.273438 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -56729.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -56755.929688 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -56755.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -56782.125000 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -56782.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -56798.585938 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -56798.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -56817.765625 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -56817.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -56826.882812 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -56826.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -56840.777344 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -56840.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -56851.621094 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -56851.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -56859.304688 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -56859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -56863.898438 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -56863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -56867.558594 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -56867.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -56869.878906 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -56869.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -56871.367188 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -56871.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -56873.042969 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -56873.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -56876.968750 Penalty: 633.650269
	Iteration 21Q: 3 clusters Score -56876.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -56880.933594 Penalty: 633.650269
	Iteration 22Q: 3 clusters Score -56880.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -56880.933594 Penalty: 633.650269
	Iteration 23F: 3 clusters Score -56880.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -117331.070312 Penalty: 335.971527
	Iteration 0F: 2 clusters Score -117331.1 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 789 members 
Entering Unmasked Estep 
Score: -116257.882812 Penalty: 671.943054
	Iteration 0F: 3 clusters Score -116257.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -117478.992188 Penalty: 671.943054
	Iteration 1F: 3 clusters Score -117479 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -118270.281250 Penalty: 671.943054
	Iteration 2F: 3 clusters Score -118270.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -118723.867188 Penalty: 671.943054
	Iteration 3F: 3 clusters Score -118723.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -119059.375000 Penalty: 671.943054
	Iteration 4F: 3 clusters Score -119059.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -119133.210938 Penalty: 671.943054
	Iteration 5Q: 3 clusters Score -119133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -119137.031250 Penalty: 671.943054
	Iteration 6Q: 3 clusters Score -119137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -119138.289062 Penalty: 671.943054
	Iteration 7Q: 3 clusters Score -119138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -119138.382812 Penalty: 671.943054
	Iteration 8Q: 3 clusters Score -119138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -119138.382812 Penalty: 671.943054
	Iteration 9F: 3 clusters Score -119138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 270 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Entering Unmasked Estep 
Score: -14131896.000000 Penalty: 38235.714844
Splitting cluster 5 changes total score from -14130286.000000 to -14131896.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 6 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -15256.840820 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -15256.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14964.767578 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -14964.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15058.679688 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -15058.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15089.307617 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -15089.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15105.246094 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -15105.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15117.357422 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -15117.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15149.269531 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -15149.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15202.523438 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -15202.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15242.096680 Penalty: 509.456421
	Iteration 7F: 3 clusters Score -15242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15292.958984 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -15292.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15318.130859 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -15318.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15322.144531 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -15322.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15326.271484 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -15326.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15326.271484 Penalty: 509.456421
	Iteration 12F: 3 clusters Score -15326.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Entering Unmasked Estep 
Score: -14131652.000000 Penalty: 38798.007812
Splitting cluster 6 changes total score from -14130286.000000 to -14131652.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 7 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -6608.119141 Penalty: 233.945694
	Iteration 0F: 2 clusters Score -6608.119 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 79 members 
Entering Unmasked Estep 
Score: -6349.253906 Penalty: 467.891388
	Iteration 0F: 3 clusters Score -6349.254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6559.238281 Penalty: 467.891388
	Iteration 1F: 3 clusters Score -6559.238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6742.236328 Penalty: 467.891388
	Iteration 2F: 3 clusters Score -6742.236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6786.215820 Penalty: 467.891388
	Iteration 3F: 3 clusters Score -6786.216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6819.382324 Penalty: 467.891388
	Iteration 4F: 3 clusters Score -6819.382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6849.206543 Penalty: 467.891388
	Iteration 5Q: 3 clusters Score -6849.207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6876.203613 Penalty: 467.891388
	Iteration 6Q: 3 clusters Score -6876.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6876.203613 Penalty: 467.891388
	Iteration 7F: 3 clusters Score -6876.204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Entering Unmasked Estep 
Score: -14131594.000000 Penalty: 39360.296875
Splitting cluster 7 changes total score from -14130286.000000 to -14131594.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 8 (22350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Entering Unmasked Estep 
Score: -1334826.500000 Penalty: 455.663452
	Iteration 0F: 2 clusters Score -1334826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1319948.875000 Penalty: 911.326904
	Iteration 0F: 3 clusters Score -1319949 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1326337.750000 Penalty: 911.326904
	Iteration 1F: 3 clusters Score -1326338 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1326884.250000 Penalty: 911.326904
	Iteration 2F: 3 clusters Score -1326884 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1327623.500000 Penalty: 911.326904
	Iteration 3F: 3 clusters Score -1327624 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1328677.625000 Penalty: 911.326904
	Iteration 4F: 3 clusters Score -1328678 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1329843.750000 Penalty: 911.326904
	Iteration 5F: 3 clusters Score -1329844 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1330603.625000 Penalty: 911.326904
	Iteration 6F: 3 clusters Score -1330604 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1330941.750000 Penalty: 911.326904
	Iteration 7Q: 3 clusters Score -1330942 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1331079.000000 Penalty: 911.326904
	Iteration 8Q: 3 clusters Score -1331079 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1331170.875000 Penalty: 911.326904
	Iteration 9Q: 3 clusters Score -1331171 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1331239.875000 Penalty: 911.326904
	Iteration 10Q: 3 clusters Score -1331240 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1331284.500000 Penalty: 911.326904
	Iteration 11Q: 3 clusters Score -1331284 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1331352.750000 Penalty: 911.326904
	Iteration 12Q: 3 clusters Score -1331353 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1331401.750000 Penalty: 911.326904
	Iteration 13Q: 3 clusters Score -1331402 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1331441.750000 Penalty: 911.326904
	Iteration 14Q: 3 clusters Score -1331442 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1331493.000000 Penalty: 911.326904
	Iteration 15Q: 3 clusters Score -1331493 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1331555.125000 Penalty: 911.326904
	Iteration 16Q: 3 clusters Score -1331555 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1331631.125000 Penalty: 911.326904
	Iteration 17Q: 3 clusters Score -1331631 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1331709.750000 Penalty: 911.326904
	Iteration 18Q: 3 clusters Score -1331710 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1331798.875000 Penalty: 911.326904
	Iteration 19Q: 3 clusters Score -1331799 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1331900.500000 Penalty: 911.326904
	Iteration 20F: 3 clusters Score -1331900 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1332028.750000 Penalty: 911.326904
	Iteration 21Q: 3 clusters Score -1332029 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1332154.750000 Penalty: 911.326904
	Iteration 22Q: 3 clusters Score -1332155 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1332300.500000 Penalty: 911.326904
	Iteration 23Q: 3 clusters Score -1332300 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1332453.500000 Penalty: 911.326904
	Iteration 24Q: 3 clusters Score -1332454 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1332602.625000 Penalty: 911.326904
	Iteration 25Q: 3 clusters Score -1332603 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1332762.750000 Penalty: 911.326904
	Iteration 26Q: 3 clusters Score -1332763 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1332913.625000 Penalty: 911.326904
	Iteration 27Q: 3 clusters Score -1332914 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1333088.250000 Penalty: 911.326904
	Iteration 28Q: 3 clusters Score -1333088 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1333281.750000 Penalty: 911.326904
	Iteration 29Q: 3 clusters Score -1333282 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1333475.375000 Penalty: 911.326904
	Iteration 30Q: 3 clusters Score -1333475 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1333671.375000 Penalty: 911.326904
	Iteration 31Q: 3 clusters Score -1333671 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1333851.125000 Penalty: 911.326904
	Iteration 32Q: 3 clusters Score -1333851 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1333995.250000 Penalty: 911.326904
	Iteration 33Q: 3 clusters Score -1333995 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1334108.750000 Penalty: 911.326904
	Iteration 34Q: 3 clusters Score -1334109 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1334195.500000 Penalty: 911.326904
	Iteration 35Q: 3 clusters Score -1334196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1334267.625000 Penalty: 911.326904
	Iteration 36Q: 3 clusters Score -1334268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1334330.750000 Penalty: 911.326904
	Iteration 37Q: 3 clusters Score -1334331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1334372.000000 Penalty: 911.326904
	Iteration 38Q: 3 clusters Score -1334372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1334386.250000 Penalty: 911.326904
	Iteration 39Q: 3 clusters Score -1334386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1334410.500000 Penalty: 911.326904
	Iteration 40F: 3 clusters Score -1334410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1334418.375000 Penalty: 911.326904
	Iteration 41Q: 3 clusters Score -1334418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1334423.250000 Penalty: 911.326904
	Iteration 42Q: 3 clusters Score -1334423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1334426.875000 Penalty: 911.326904
	Iteration 43Q: 3 clusters Score -1334427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1334430.875000 Penalty: 911.326904
	Iteration 44Q: 3 clusters Score -1334431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1334432.500000 Penalty: 911.326904
	Iteration 45Q: 3 clusters Score -1334432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1334434.375000 Penalty: 911.326904
	Iteration 46Q: 3 clusters Score -1334434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1334437.125000 Penalty: 911.326904
	Iteration 47Q: 3 clusters Score -1334437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1334444.250000 Penalty: 911.326904
	Iteration 48Q: 3 clusters Score -1334444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1334447.000000 Penalty: 911.326904
	Iteration 49Q: 3 clusters Score -1334447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1334449.250000 Penalty: 911.326904
	Iteration 50Q: 3 clusters Score -1334449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1334450.250000 Penalty: 911.326904
	Iteration 51Q: 3 clusters Score -1334450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1334450.250000 Penalty: 911.326904
	Iteration 52F: 3 clusters Score -1334450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -23259.207031 Penalty: 276.007935
	Iteration 0F: 2 clusters Score -23259.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22814.525391 Penalty: 552.015869
	Iteration 0F: 3 clusters Score -22814.53 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22917.933594 Penalty: 552.015869
	Iteration 1F: 3 clusters Score -22917.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22951.775391 Penalty: 552.015869
	Iteration 2F: 3 clusters Score -22951.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22967.228516 Penalty: 552.015869
	Iteration 3Q: 3 clusters Score -22967.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22984.404297 Penalty: 552.015869
	Iteration 4Q: 3 clusters Score -22984.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22995.871094 Penalty: 552.015869
	Iteration 5Q: 3 clusters Score -22995.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23004.990234 Penalty: 552.015869
	Iteration 6Q: 3 clusters Score -23004.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23007.107422 Penalty: 552.015869
	Iteration 7Q: 3 clusters Score -23007.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23010.292969 Penalty: 552.015869
	Iteration 8Q: 3 clusters Score -23010.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23011.050781 Penalty: 552.015869
	Iteration 9Q: 3 clusters Score -23011.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23011.808594 Penalty: 552.015869
	Iteration 10Q: 3 clusters Score -23011.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23012.410156 Penalty: 552.015869
	Iteration 11Q: 3 clusters Score -23012.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23012.410156 Penalty: 552.015869
	Iteration 12F: 3 clusters Score -23012.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -295106.187500 Penalty: 373.967102
	Iteration 0F: 2 clusters Score -295106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -292624.375000 Penalty: 747.934204
	Iteration 0F: 3 clusters Score -292624.4 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -294128.468750 Penalty: 747.934204
	Iteration 1F: 3 clusters Score -294128.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -294748.656250 Penalty: 747.934204
	Iteration 2F: 3 clusters Score -294748.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -295073.687500 Penalty: 747.934204
	Iteration 3F: 3 clusters Score -295073.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -295227.031250 Penalty: 747.934204
	Iteration 4F: 3 clusters Score -295227 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -295291.062500 Penalty: 747.934204
	Iteration 5Q: 3 clusters Score -295291.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -295316.406250 Penalty: 747.934204
	Iteration 6Q: 3 clusters Score -295316.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -295329.937500 Penalty: 747.934204
	Iteration 7Q: 3 clusters Score -295329.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -295336.906250 Penalty: 747.934204
	Iteration 8Q: 3 clusters Score -295336.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -295341.562500 Penalty: 747.934204
	Iteration 9Q: 3 clusters Score -295341.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -295343.812500 Penalty: 747.934204
	Iteration 10Q: 3 clusters Score -295343.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -295345.593750 Penalty: 747.934204
	Iteration 11Q: 3 clusters Score -295345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -295346.718750 Penalty: 747.934204
	Iteration 12Q: 3 clusters Score -295346.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -295348.031250 Penalty: 747.934204
	Iteration 13Q: 3 clusters Score -295348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -295348.312500 Penalty: 747.934204
	Iteration 14Q: 3 clusters Score -295348.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -295348.312500 Penalty: 747.934204
	Iteration 15F: 3 clusters Score -295348.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Entering Unmasked Estep 
Score: -14131622.000000 Penalty: 39922.585938
Splitting cluster 10 changes total score from -14130286.000000 to -14131622.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -11738.747070 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -11738.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11419.671875 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -11419.67 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11515.786133 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -11515.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -11602.896484 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -11602.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11653.060547 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -11653.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11684.702148 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -11684.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11695.358398 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -11695.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11696.321289 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -11696.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11696.971680 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -11696.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11697.538086 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -11697.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11719.573242 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -11719.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11736.041016 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -11736.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11745.695312 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -11745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11753.522461 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -11753.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11758.505859 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -11758.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11763.166992 Penalty: 509.456421
	Iteration 14Q: 3 clusters Score -11763.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11770.662109 Penalty: 509.456421
	Iteration 15Q: 3 clusters Score -11770.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11780.297852 Penalty: 509.456421
	Iteration 16Q: 3 clusters Score -11780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11796.714844 Penalty: 509.456421
	Iteration 17Q: 3 clusters Score -11796.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11810.448242 Penalty: 509.456421
	Iteration 18Q: 3 clusters Score -11810.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11812.270508 Penalty: 509.456421
	Iteration 19Q: 3 clusters Score -11812.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11824.014648 Penalty: 509.456421
	Iteration 20F: 3 clusters Score -11824.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11842.714844 Penalty: 509.456421
	Iteration 21Q: 3 clusters Score -11842.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11846.269531 Penalty: 509.456421
	Iteration 22Q: 3 clusters Score -11846.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11849.844727 Penalty: 509.456421
	Iteration 23Q: 3 clusters Score -11849.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11849.844727 Penalty: 509.456421
	Iteration 24F: 3 clusters Score -11849.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Entering Unmasked Estep 
Score: -14131433.000000 Penalty: 40484.875000
Splitting cluster 11 changes total score from -14130286.000000 to -14131433.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -32043.539062 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -32043.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31554.291016 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -31554.29 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31810.292969 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -31810.29 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31952.962891 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -31952.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32119.656250 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -32119.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32245.712891 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -32245.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32327.703125 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -32327.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32359.431641 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -32359.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32375.757812 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -32375.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32390.556641 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -32390.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32400.699219 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -32400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32406.242188 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -32406.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32406.683594 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -32406.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32406.683594 Penalty: 581.816772
	Iteration 12F: 3 clusters Score -32406.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Entering Unmasked Estep 
Score: -14131525.000000 Penalty: 41047.167969
Splitting cluster 12 changes total score from -14130286.000000 to -14131525.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 13 (2833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Entering Unmasked Estep 
Score: -169090.062500 Penalty: 361.683655
	Iteration 0F: 2 clusters Score -169090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -167091.093750 Penalty: 723.367310
	Iteration 0F: 3 clusters Score -167091.1 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -167853.171875 Penalty: 723.367310
	Iteration 1F: 3 clusters Score -167853.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -167936.437500 Penalty: 723.367310
	Iteration 2F: 3 clusters Score -167936.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -168002.531250 Penalty: 723.367310
	Iteration 3Q: 3 clusters Score -168002.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -168089.765625 Penalty: 723.367310
	Iteration 4Q: 3 clusters Score -168089.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -168219.531250 Penalty: 723.367310
	Iteration 5F: 3 clusters Score -168219.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -168418.859375 Penalty: 723.367310
	Iteration 6F: 3 clusters Score -168418.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -168707.359375 Penalty: 723.367310
	Iteration 7F: 3 clusters Score -168707.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -168926.093750 Penalty: 723.367310
	Iteration 8F: 3 clusters Score -168926.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -169060.687500 Penalty: 723.367310
	Iteration 9Q: 3 clusters Score -169060.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -169122.265625 Penalty: 723.367310
	Iteration 10Q: 3 clusters Score -169122.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -169171.109375 Penalty: 723.367310
	Iteration 11Q: 3 clusters Score -169171.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -169196.062500 Penalty: 723.367310
	Iteration 12Q: 3 clusters Score -169196.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -169215.484375 Penalty: 723.367310
	Iteration 13Q: 3 clusters Score -169215.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -169228.500000 Penalty: 723.367310
	Iteration 14Q: 3 clusters Score -169228.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -169234.406250 Penalty: 723.367310
	Iteration 15Q: 3 clusters Score -169234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -169236.718750 Penalty: 723.367310
	Iteration 16Q: 3 clusters Score -169236.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -169239.312500 Penalty: 723.367310
	Iteration 17Q: 3 clusters Score -169239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -169241.765625 Penalty: 723.367310
	Iteration 18Q: 3 clusters Score -169241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -169242.265625 Penalty: 723.367310
	Iteration 19Q: 3 clusters Score -169242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -169244.562500 Penalty: 723.367310
	Iteration 20F: 3 clusters Score -169244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -169246.140625 Penalty: 723.367310
	Iteration 21Q: 3 clusters Score -169246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -169246.312500 Penalty: 723.367310
	Iteration 22Q: 3 clusters Score -169246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -169246.312500 Penalty: 723.367310
	Iteration 23F: 3 clusters Score -169246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Entering Unmasked Estep 
Score: -14131479.000000 Penalty: 41609.457031
Splitting cluster 13 changes total score from -14130286.000000 to -14131479.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 14 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -37936.847656 Penalty: 301.334503
	Iteration 0F: 2 clusters Score -37936.85 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 394 members 
Entering Unmasked Estep 
Score: -37354.699219 Penalty: 602.669006
	Iteration 0F: 3 clusters Score -37354.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -37737.597656 Penalty: 602.669006
	Iteration 1F: 3 clusters Score -37737.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37863.000000 Penalty: 602.669006
	Iteration 2F: 3 clusters Score -37863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -37916.074219 Penalty: 602.669006
	Iteration 3Q: 3 clusters Score -37916.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37955.339844 Penalty: 602.669006
	Iteration 4Q: 3 clusters Score -37955.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37979.191406 Penalty: 602.669006
	Iteration 5Q: 3 clusters Score -37979.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38028.691406 Penalty: 602.669006
	Iteration 6Q: 3 clusters Score -38028.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -38085.273438 Penalty: 602.669006
	Iteration 7Q: 3 clusters Score -38085.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38115.035156 Penalty: 602.669006
	Iteration 8Q: 3 clusters Score -38115.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -38152.273438 Penalty: 602.669006
	Iteration 9Q: 3 clusters Score -38152.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -38176.808594 Penalty: 602.669006
	Iteration 10Q: 3 clusters Score -38176.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -38182.863281 Penalty: 602.669006
	Iteration 11Q: 3 clusters Score -38182.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38188.042969 Penalty: 602.669006
	Iteration 12Q: 3 clusters Score -38188.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38189.328125 Penalty: 602.669006
	Iteration 13Q: 3 clusters Score -38189.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -38190.054688 Penalty: 602.669006
	Iteration 14Q: 3 clusters Score -38190.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -38190.488281 Penalty: 602.669006
	Iteration 15Q: 3 clusters Score -38190.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38190.835938 Penalty: 602.669006
	Iteration 16Q: 3 clusters Score -38190.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -38192.027344 Penalty: 602.669006
	Iteration 17Q: 3 clusters Score -38192.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -38193.097656 Penalty: 602.669006
	Iteration 18Q: 3 clusters Score -38193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38193.628906 Penalty: 602.669006
	Iteration 19Q: 3 clusters Score -38193.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38193.628906 Penalty: 602.669006
	Iteration 20F: 3 clusters Score -38193.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Entering Unmasked Estep 
Score: -14131475.000000 Penalty: 42171.746094
Splitting cluster 14 changes total score from -14130286.000000 to -14131475.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 15 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2823.611816 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2823.612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2674.578125 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2674.578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2721.103760 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2721.104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2725.861328 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2725.861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2737.339844 Penalty: 361.296570
	Iteration 3Q: 3 clusters Score -2737.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2737.339844 Penalty: 361.296570
	Iteration 4F: 3 clusters Score -2737.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -10146.671875 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -10146.67 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 92 members 
Entering Unmasked Estep 
Score: -9865.941406 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9865.941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9936.367188 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9936.367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9980.308594 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9980.309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10000.027344 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -10000.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10010.086914 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -10010.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10016.896484 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -10016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10022.057617 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -10022.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10024.522461 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -10024.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10029.886719 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -10029.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10041.330078 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -10041.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10052.935547 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -10052.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10054.783203 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -10054.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10057.383789 Penalty: 471.542328
	Iteration 12Q: 3 clusters Score -10057.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10057.383789 Penalty: 471.542328
	Iteration 13F: 3 clusters Score -10057.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -42213.781250 Penalty: 302.410767
	Iteration 0F: 2 clusters Score -42213.78 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 376 members 
Entering Unmasked Estep 
Score: -41543.945312 Penalty: 604.821533
	Iteration 0F: 3 clusters Score -41543.95 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41807.304688 Penalty: 604.821533
	Iteration 1F: 3 clusters Score -41807.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41931.121094 Penalty: 604.821533
	Iteration 2F: 3 clusters Score -41931.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42011.109375 Penalty: 604.821533
	Iteration 3F: 3 clusters Score -42011.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42067.187500 Penalty: 604.821533
	Iteration 4F: 3 clusters Score -42067.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42091.386719 Penalty: 604.821533
	Iteration 5Q: 3 clusters Score -42091.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42102.750000 Penalty: 604.821533
	Iteration 6Q: 3 clusters Score -42102.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42108.011719 Penalty: 604.821533
	Iteration 7Q: 3 clusters Score -42108.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42110.363281 Penalty: 604.821533
	Iteration 8Q: 3 clusters Score -42110.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42111.136719 Penalty: 604.821533
	Iteration 9Q: 3 clusters Score -42111.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42112.886719 Penalty: 604.821533
	Iteration 10Q: 3 clusters Score -42112.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42113.132812 Penalty: 604.821533
	Iteration 11Q: 3 clusters Score -42113.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42113.335938 Penalty: 604.821533
	Iteration 12Q: 3 clusters Score -42113.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42113.960938 Penalty: 604.821533
	Iteration 13Q: 3 clusters Score -42113.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42114.121094 Penalty: 604.821533
	Iteration 14Q: 3 clusters Score -42114.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42114.121094 Penalty: 604.821533
	Iteration 15F: 3 clusters Score -42114.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -54781.605469 Penalty: 314.120483
	Iteration 0F: 2 clusters Score -54781.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -54005.851562 Penalty: 628.240967
	Iteration 0F: 3 clusters Score -54005.85 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54333.902344 Penalty: 628.240967
	Iteration 1F: 3 clusters Score -54333.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -54477.742188 Penalty: 628.240967
	Iteration 2F: 3 clusters Score -54477.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -54625.250000 Penalty: 628.240967
	Iteration 3F: 3 clusters Score -54625.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -54774.554688 Penalty: 628.240967
	Iteration 4F: 3 clusters Score -54774.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -54864.976562 Penalty: 628.240967
	Iteration 5F: 3 clusters Score -54864.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -54905.070312 Penalty: 628.240967
	Iteration 6Q: 3 clusters Score -54905.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -54914.925781 Penalty: 628.240967
	Iteration 7Q: 3 clusters Score -54914.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54918.882812 Penalty: 628.240967
	Iteration 8Q: 3 clusters Score -54918.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54920.105469 Penalty: 628.240967
	Iteration 9Q: 3 clusters Score -54920.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54920.566406 Penalty: 628.240967
	Iteration 10Q: 3 clusters Score -54920.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54920.566406 Penalty: 628.240967
	Iteration 11F: 3 clusters Score -54920.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Entering Unmasked Estep 
Score: -14131353.000000 Penalty: 42734.035156
Splitting cluster 18 changes total score from -14130286.000000 to -14131353.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 19 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -146472.625000 Penalty: 354.851471
	Iteration 0F: 2 clusters Score -146472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -144744.234375 Penalty: 709.702942
	Iteration 0F: 3 clusters Score -144744.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -145301.671875 Penalty: 709.702942
	Iteration 1F: 3 clusters Score -145301.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -145371.687500 Penalty: 709.702942
	Iteration 2F: 3 clusters Score -145371.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -145426.890625 Penalty: 709.702942
	Iteration 3Q: 3 clusters Score -145426.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -145473.187500 Penalty: 709.702942
	Iteration 4Q: 3 clusters Score -145473.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -145513.625000 Penalty: 709.702942
	Iteration 5Q: 3 clusters Score -145513.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -145562.828125 Penalty: 709.702942
	Iteration 6Q: 3 clusters Score -145562.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -145612.718750 Penalty: 709.702942
	Iteration 7Q: 3 clusters Score -145612.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -145668.765625 Penalty: 709.702942
	Iteration 8Q: 3 clusters Score -145668.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -145720.187500 Penalty: 709.702942
	Iteration 9Q: 3 clusters Score -145720.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -145789.984375 Penalty: 709.702942
	Iteration 10Q: 3 clusters Score -145790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -145849.687500 Penalty: 709.702942
	Iteration 11Q: 3 clusters Score -145849.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -145909.421875 Penalty: 709.702942
	Iteration 12Q: 3 clusters Score -145909.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -145964.015625 Penalty: 709.702942
	Iteration 13Q: 3 clusters Score -145964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -146010.281250 Penalty: 709.702942
	Iteration 14Q: 3 clusters Score -146010.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -146047.328125 Penalty: 709.702942
	Iteration 15Q: 3 clusters Score -146047.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -146071.843750 Penalty: 709.702942
	Iteration 16Q: 3 clusters Score -146071.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -146093.937500 Penalty: 709.702942
	Iteration 17Q: 3 clusters Score -146093.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -146111.750000 Penalty: 709.702942
	Iteration 18Q: 3 clusters Score -146111.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -146124.781250 Penalty: 709.702942
	Iteration 19Q: 3 clusters Score -146124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -146132.234375 Penalty: 709.702942
	Iteration 20F: 3 clusters Score -146132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -146139.843750 Penalty: 709.702942
	Iteration 21Q: 3 clusters Score -146139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -146145.109375 Penalty: 709.702942
	Iteration 22Q: 3 clusters Score -146145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -146148.500000 Penalty: 709.702942
	Iteration 23Q: 3 clusters Score -146148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -146149.546875 Penalty: 709.702942
	Iteration 24Q: 3 clusters Score -146149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -146151.390625 Penalty: 709.702942
	Iteration 25Q: 3 clusters Score -146151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -146152.921875 Penalty: 709.702942
	Iteration 26Q: 3 clusters Score -146152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -146154.562500 Penalty: 709.702942
	Iteration 27Q: 3 clusters Score -146154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -146154.562500 Penalty: 709.702942
	Iteration 28F: 3 clusters Score -146154.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -32205.798828 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -32205.8 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 304 members 
Entering Unmasked Estep 
Score: -31637.390625 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -31637.39 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31826.142578 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -31826.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31897.919922 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -31897.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31940.615234 Penalty: 584.957581
	Iteration 3F: 3 clusters Score -31940.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31961.871094 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -31961.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31977.361328 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -31977.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -31987.097656 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -31987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31989.441406 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -31989.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31993.978516 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -31993.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31997.458984 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -31997.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32008.236328 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -32008.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32019.941406 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -32019.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32031.535156 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -32031.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32037.931641 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -32037.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -32043.054688 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -32043.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32049.427734 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -32049.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32051.384766 Penalty: 584.957581
	Iteration 16Q: 3 clusters Score -32051.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32052.611328 Penalty: 584.957581
	Iteration 17Q: 3 clusters Score -32052.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32052.611328 Penalty: 584.957581
	Iteration 18F: 3 clusters Score -32052.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -21938.361328 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -21938.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21484.769531 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -21484.77 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21706.673828 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -21706.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21843.248047 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -21843.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21946.914062 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -21946.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22093.353516 Penalty: 556.546143
	Iteration 4F: 3 clusters Score -22093.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22319.884766 Penalty: 556.546143
	Iteration 5F: 3 clusters Score -22319.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22421.460938 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -22421.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22441.992188 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -22441.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22450.917969 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -22450.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22452.019531 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -22452.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22452.019531 Penalty: 556.546143
	Iteration 10F: 3 clusters Score -22452.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 1664 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Entering Unmasked Estep 
Score: -14131589.000000 Penalty: 43296.324219
Splitting cluster 21 changes total score from -14130286.000000 to -14131589.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 22 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3367.849365 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3367.849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3244.073242 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3244.073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3263.770752 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3263.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3273.133301 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -3273.133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3278.622559 Penalty: 369.500305
	Iteration 3Q: 3 clusters Score -3278.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3278.622559 Penalty: 369.500305
	Iteration 4F: 3 clusters Score -3278.623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -33977.726562 Penalty: 286.434601
	Iteration 0F: 2 clusters Score -33977.73 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 266 members 
Entering Unmasked Estep 
Score: -33458.824219 Penalty: 572.869202
	Iteration 0F: 3 clusters Score -33458.82 nChanged 183
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: -33597.160156 Penalty: 572.869202
	Iteration 1F: 3 clusters Score -33597.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33624.902344 Penalty: 572.869202
	Iteration 2F: 3 clusters Score -33624.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33640.320312 Penalty: 572.869202
	Iteration 3Q: 3 clusters Score -33640.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33649.730469 Penalty: 572.869202
	Iteration 4Q: 3 clusters Score -33649.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33654.417969 Penalty: 572.869202
	Iteration 5Q: 3 clusters Score -33654.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33664.156250 Penalty: 572.869202
	Iteration 6Q: 3 clusters Score -33664.16 nChanged 12
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: -33672.199219 Penalty: 572.869202
	Iteration 7Q: 3 clusters Score -33672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33683.304688 Penalty: 572.869202
	Iteration 8Q: 3 clusters Score -33683.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33689.773438 Penalty: 572.869202
	Iteration 9Q: 3 clusters Score -33689.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33694.597656 Penalty: 572.869202
	Iteration 10Q: 3 clusters Score -33694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33698.769531 Penalty: 572.869202
	Iteration 11Q: 3 clusters Score -33698.77 nChanged 5
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: -33701.558594 Penalty: 572.869202
	Iteration 12Q: 3 clusters Score -33701.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -33702.105469 Penalty: 572.869202
	Iteration 13Q: 3 clusters Score -33702.11 nChanged 1
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: -33702.855469 Penalty: 572.869202
	Iteration 14Q: 3 clusters Score -33702.86 nChanged 0
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: -33702.855469 Penalty: 572.869202
	Iteration 15F: 3 clusters Score -33702.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19752.929688 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -19752.93 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 178 members 
Entering Unmasked Estep 
Score: -19354.335938 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -19354.34 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19471.847656 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -19471.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19538.664062 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -19538.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19561.410156 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -19561.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19583.337891 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -19583.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19610.878906 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -19610.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19628.234375 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -19628.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19638.597656 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -19638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19652.474609 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -19652.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19662.437500 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -19662.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19669.494141 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -19669.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19671.156250 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -19671.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19672.535156 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -19672.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19672.535156 Penalty: 537.387939
	Iteration 13F: 3 clusters Score -19672.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Entering Unmasked Estep 
Score: -107152.734375 Penalty: 337.472595
	Iteration 0F: 2 clusters Score -107152.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -106039.617188 Penalty: 674.945190
	Iteration 0F: 3 clusters Score -106039.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -107554.875000 Penalty: 674.945190
	Iteration 1F: 3 clusters Score -107554.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -108416.343750 Penalty: 674.945190
	Iteration 2F: 3 clusters Score -108416.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -108728.531250 Penalty: 674.945190
	Iteration 3F: 3 clusters Score -108728.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -108891.812500 Penalty: 674.945190
	Iteration 4Q: 3 clusters Score -108891.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -108962.164062 Penalty: 674.945190
	Iteration 5Q: 3 clusters Score -108962.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -109010.789062 Penalty: 674.945190
	Iteration 6Q: 3 clusters Score -109010.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -109063.656250 Penalty: 674.945190
	Iteration 7Q: 3 clusters Score -109063.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -109101.562500 Penalty: 674.945190
	Iteration 8Q: 3 clusters Score -109101.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -109138.664062 Penalty: 674.945190
	Iteration 9Q: 3 clusters Score -109138.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -109168.523438 Penalty: 674.945190
	Iteration 10Q: 3 clusters Score -109168.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -109181.515625 Penalty: 674.945190
	Iteration 11Q: 3 clusters Score -109181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -109188.437500 Penalty: 674.945190
	Iteration 12Q: 3 clusters Score -109188.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -109190.234375 Penalty: 674.945190
	Iteration 13Q: 3 clusters Score -109190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109190.546875 Penalty: 674.945190
	Iteration 14Q: 3 clusters Score -109190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -109191.320312 Penalty: 674.945190
	Iteration 15Q: 3 clusters Score -109191.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -109192.359375 Penalty: 674.945190
	Iteration 16Q: 3 clusters Score -109192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -109193.601562 Penalty: 674.945190
	Iteration 17Q: 3 clusters Score -109193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -109194.906250 Penalty: 674.945190
	Iteration 18Q: 3 clusters Score -109194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109195.929688 Penalty: 674.945190
	Iteration 19Q: 3 clusters Score -109195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -109196.640625 Penalty: 674.945190
	Iteration 20F: 3 clusters Score -109196.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -109198.109375 Penalty: 674.945190
	Iteration 21Q: 3 clusters Score -109198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -109199.156250 Penalty: 674.945190
	Iteration 22Q: 3 clusters Score -109199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -109199.187500 Penalty: 674.945190
	Iteration 23Q: 3 clusters Score -109199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -109199.187500 Penalty: 674.945190
	Iteration 24F: 3 clusters Score -109199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 264 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Entering Unmasked Estep 
Score: -14133377.000000 Penalty: 43858.617188
Splitting cluster 25 changes total score from -14130286.000000 to -14133377.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 26 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -43390.683594 Penalty: 297.353485
	Iteration 0F: 2 clusters Score -43390.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42845.007812 Penalty: 594.706970
	Iteration 0F: 3 clusters Score -42845.01 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43110.285156 Penalty: 594.706970
	Iteration 1F: 3 clusters Score -43110.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43195.191406 Penalty: 594.706970
	Iteration 2F: 3 clusters Score -43195.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43257.839844 Penalty: 594.706970
	Iteration 3F: 3 clusters Score -43257.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43283.324219 Penalty: 594.706970
	Iteration 4Q: 3 clusters Score -43283.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43296.261719 Penalty: 594.706970
	Iteration 5Q: 3 clusters Score -43296.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43303.546875 Penalty: 594.706970
	Iteration 6Q: 3 clusters Score -43303.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43308.914062 Penalty: 594.706970
	Iteration 7Q: 3 clusters Score -43308.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43313.011719 Penalty: 594.706970
	Iteration 8Q: 3 clusters Score -43313.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43314.667969 Penalty: 594.706970
	Iteration 9Q: 3 clusters Score -43314.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43314.902344 Penalty: 594.706970
	Iteration 10Q: 3 clusters Score -43314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43314.902344 Penalty: 594.706970
	Iteration 11F: 3 clusters Score -43314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -7381.988281 Penalty: 253.705688
	Iteration 0F: 2 clusters Score -7381.988 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 119 members 
Entering Unmasked Estep 
Score: -7082.717773 Penalty: 507.411377
	Iteration 0F: 3 clusters Score -7082.718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7438.933594 Penalty: 507.411377
	Iteration 1F: 3 clusters Score -7438.934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7500.545898 Penalty: 507.411377
	Iteration 2Q: 3 clusters Score -7500.546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7514.186035 Penalty: 507.411377
	Iteration 3Q: 3 clusters Score -7514.186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7552.963867 Penalty: 507.411377
	Iteration 4Q: 3 clusters Score -7552.964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7606.972656 Penalty: 507.411377
	Iteration 5F: 3 clusters Score -7606.973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7707.156738 Penalty: 507.411377
	Iteration 6F: 3 clusters Score -7707.157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7798.603027 Penalty: 507.411377
	Iteration 7Q: 3 clusters Score -7798.603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8049.395020 Penalty: 507.411377
	Iteration 8Q: 3 clusters Score -8049.395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8101.737305 Penalty: 507.411377
	Iteration 9Q: 3 clusters Score -8101.737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8111.111816 Penalty: 507.411377
	Iteration 10Q: 3 clusters Score -8111.112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8111.581543 Penalty: 507.411377
	Iteration 11Q: 3 clusters Score -8111.582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8111.941895 Penalty: 507.411377
	Iteration 12F: 3 clusters Score -8111.942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8112.836914 Penalty: 507.411377
	Iteration 13Q: 3 clusters Score -8112.837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8113.632812 Penalty: 507.411377
	Iteration 14Q: 3 clusters Score -8113.633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8123.972168 Penalty: 507.411377
	Iteration 15Q: 3 clusters Score -8123.972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8128.292480 Penalty: 507.411377
	Iteration 16Q: 3 clusters Score -8128.292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8131.685059 Penalty: 507.411377
	Iteration 17Q: 3 clusters Score -8131.685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8143.442871 Penalty: 507.411377
	Iteration 18Q: 3 clusters Score -8143.443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8156.976562 Penalty: 507.411377
	Iteration 19Q: 3 clusters Score -8156.977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8159.589355 Penalty: 507.411377
	Iteration 20F: 3 clusters Score -8159.589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8164.426270 Penalty: 507.411377
	Iteration 21Q: 3 clusters Score -8164.426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8164.426270 Penalty: 507.411377
	Iteration 22F: 3 clusters Score -8164.426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 118053 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Entering Unmasked Estep 
Score: -14133849.000000 Penalty: 44420.906250
Splitting cluster 27 changes total score from -14130286.000000 to -14133849.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 28 (118053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Entering Unmasked Estep 
Score: -7308222.000000 Penalty: 531.389465
	Iteration 0F: 2 clusters Score -7308222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -7234402.000000 Penalty: 1062.778931
	Iteration 0F: 3 clusters Score -7234402 nChanged 57774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -7272803.500000 Penalty: 1062.778931
	Iteration 1F: 3 clusters Score -7272804 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -7276211.500000 Penalty: 1062.778931
	Iteration 2F: 3 clusters Score -7276212 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -7280869.500000 Penalty: 1062.778931
	Iteration 3F: 3 clusters Score -7280870 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -7286359.500000 Penalty: 1062.778931
	Iteration 4F: 3 clusters Score -7286360 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -7291626.500000 Penalty: 1062.778931
	Iteration 5F: 3 clusters Score -7291626 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -7294964.500000 Penalty: 1062.778931
	Iteration 6F: 3 clusters Score -7294964 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -7296509.500000 Penalty: 1062.778931
	Iteration 7Q: 3 clusters Score -7296510 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 60460 members 
Entering Unmasked Estep 
Score: -7297424.500000 Penalty: 1062.778931
	Iteration 8Q: 3 clusters Score -7297424 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -7298114.000000 Penalty: 1062.778931
	Iteration 9Q: 3 clusters Score -7298114 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -7298817.000000 Penalty: 1062.778931
	Iteration 10Q: 3 clusters Score -7298817 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57205 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7299501 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -7300091.500000 Penalty: 1062.778931
	Iteration 12Q: 3 clusters Score -7300092 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7300578 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -7301023.500000 Penalty: 1062.778931
	Iteration 14Q: 3 clusters Score -7301024 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -7301486.500000 Penalty: 1062.778931
	Iteration 15Q: 3 clusters Score -7301486 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -7301719.000000 Penalty: 1062.778931
	Iteration 16Q: 3 clusters Score -7301719 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7301980 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -7302216.500000 Penalty: 1062.778931
	Iteration 18Q: 3 clusters Score -7302216 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7302397 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -7302604.000000 Penalty: 1062.778931
	Iteration 20F: 3 clusters Score -7302604 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -7302813.500000 Penalty: 1062.778931
	Iteration 21Q: 3 clusters Score -7302814 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7302968 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -7303115.000000 Penalty: 1062.778931
	Iteration 23Q: 3 clusters Score -7303115 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -7303265.500000 Penalty: 1062.778931
	Iteration 24Q: 3 clusters Score -7303266 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -7303384.500000 Penalty: 1062.778931
	Iteration 25Q: 3 clusters Score -7303384 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -7303529.000000 Penalty: 1062.778931
	Iteration 26Q: 3 clusters Score -7303529 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -7303649.000000 Penalty: 1062.778931
	Iteration 27Q: 3 clusters Score -7303649 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -7303767.000000 Penalty: 1062.778931
	Iteration 28Q: 3 clusters Score -7303767 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -7303871.000000 Penalty: 1062.778931
	Iteration 29Q: 3 clusters Score -7303871 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -7304024.500000 Penalty: 1062.778931
	Iteration 30Q: 3 clusters Score -7304024 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -7304126.500000 Penalty: 1062.778931
	Iteration 31Q: 3 clusters Score -7304126 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -7304257.500000 Penalty: 1062.778931
	Iteration 32Q: 3 clusters Score -7304258 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -7304459.000000 Penalty: 1062.778931
	Iteration 33Q: 3 clusters Score -7304459 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -7304630.500000 Penalty: 1062.778931
	Iteration 34Q: 3 clusters Score -7304630 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -7304760.500000 Penalty: 1062.778931
	Iteration 35Q: 3 clusters Score -7304760 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -7304881.500000 Penalty: 1062.778931
	Iteration 36Q: 3 clusters Score -7304882 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -7305019.000000 Penalty: 1062.778931
	Iteration 37Q: 3 clusters Score -7305019 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -7305203.500000 Penalty: 1062.778931
	Iteration 38Q: 3 clusters Score -7305204 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -7305355.500000 Penalty: 1062.778931
	Iteration 39Q: 3 clusters Score -7305356 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -7305505.500000 Penalty: 1062.778931
	Iteration 40F: 3 clusters Score -7305506 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -7305717.500000 Penalty: 1062.778931
	Iteration 41Q: 3 clusters Score -7305718 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -7305873.500000 Penalty: 1062.778931
	Iteration 42Q: 3 clusters Score -7305874 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -7306082.500000 Penalty: 1062.778931
	Iteration 43Q: 3 clusters Score -7306082 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -7306202.500000 Penalty: 1062.778931
	Iteration 44Q: 3 clusters Score -7306202 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -7306324.000000 Penalty: 1062.778931
	Iteration 45Q: 3 clusters Score -7306324 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 86786 members 
Entering Unmasked Estep 
Score: -7306465.500000 Penalty: 1062.778931
	Iteration 46Q: 3 clusters Score -7306466 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -7306589.500000 Penalty: 1062.778931
	Iteration 47Q: 3 clusters Score -7306590 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7306683 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7306815 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -7306855.000000 Penalty: 1062.778931
	Iteration 50Q: 3 clusters Score -7306855 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -7306940.500000 Penalty: 1062.778931
	Iteration 51Q: 3 clusters Score -7306940 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7306984 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -7307021.000000 Penalty: 1062.778931
	Iteration 53Q: 3 clusters Score -7307021 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -7307057.000000 Penalty: 1062.778931
	Iteration 54Q: 3 clusters Score -7307057 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 94404 members 
Entering Unmasked Estep 
Score: -7307085.500000 Penalty: 1062.778931
	Iteration 55Q: 3 clusters Score -7307086 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -7307194.000000 Penalty: 1062.778931
	Iteration 56Q: 3 clusters Score -7307194 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -7307232.500000 Penalty: 1062.778931
	Iteration 57Q: 3 clusters Score -7307232 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 96813 members 
Entering Unmasked Estep 
Score: -7307296.000000 Penalty: 1062.778931
	Iteration 58Q: 3 clusters Score -7307296 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -7307422.500000 Penalty: 1062.778931
	Iteration 59Q: 3 clusters Score -7307422 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -7307460.500000 Penalty: 1062.778931
	Iteration 60F: 3 clusters Score -7307460 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 99220 members 
Entering Unmasked Estep 
Score: -7307503.500000 Penalty: 1062.778931
	Iteration 61Q: 3 clusters Score -7307504 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -7307538.500000 Penalty: 1062.778931
	Iteration 62Q: 3 clusters Score -7307538 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 100698 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7307516 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 101383 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7307538 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7307584 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 102702 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7307696 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -7307746.500000 Penalty: 1062.778931
	Iteration 67Q: 3 clusters Score -7307746 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7307747 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 104603 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7307770 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7307788 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -7307821.000000 Penalty: 1062.778931
	Iteration 71Q: 3 clusters Score -7307821 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 106300 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7307894 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 106877 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7307946 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 107397 members 
Entering Unmasked Estep 
Score: -7307983.000000 Penalty: 1062.778931
	Iteration 74Q: 3 clusters Score -7307983 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7308088 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -7308134.000000 Penalty: 1062.778931
	Iteration 76Q: 3 clusters Score -7308134 nChanged 527
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -7308215.000000 Penalty: 1062.778931
	Iteration 77Q: 3 clusters Score -7308215 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -7308258.500000 Penalty: 1062.778931
	Iteration 78Q: 3 clusters Score -7308258 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 109934 members 
Entering Unmasked Estep 
Score: -7308343.000000 Penalty: 1062.778931
	Iteration 79Q: 3 clusters Score -7308343 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -7308437.000000 Penalty: 1062.778931
	Iteration 80F: 3 clusters Score -7308437 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -7308493.000000 Penalty: 1062.778931
	Iteration 81Q: 3 clusters Score -7308493 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -7308588.500000 Penalty: 1062.778931
	Iteration 82Q: 3 clusters Score -7308588 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 111709 members 
Entering Unmasked Estep 
Score: -7308681.500000 Penalty: 1062.778931
	Iteration 83Q: 3 clusters Score -7308682 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -7308684.500000 Penalty: 1062.778931
	Iteration 84Q: 3 clusters Score -7308684 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 112450 members 
Entering Unmasked Estep 
Score: -7308710.500000 Penalty: 1062.778931
	Iteration 85Q: 3 clusters Score -7308710 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -7308718.000000 Penalty: 1062.778931
	Iteration 86Q: 3 clusters Score -7308718 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 113003 members 
Entering Unmasked Estep 
Score: -7308716.500000 Penalty: 1062.778931
	Iteration 87Q: 3 clusters Score -7308716 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 113235 members 
Entering Unmasked Estep 
Score: -7308720.000000 Penalty: 1062.778931
	Iteration 88Q: 3 clusters Score -7308720 nChanged 200
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Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 113435 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7308749 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -7308754.000000 Penalty: 1062.778931
	Iteration 90Q: 3 clusters Score -7308754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 113772 members 
Entering Unmasked Estep 
Score: -7308760.500000 Penalty: 1062.778931
	Iteration 91Q: 3 clusters Score -7308760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 113885 members 
Entering Unmasked Estep 
Score: -7308765.500000 Penalty: 1062.778931
	Iteration 92Q: 3 clusters Score -7308766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 113982 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7308748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -7308714.500000 Penalty: 1062.778931
	Iteration 94Q: 3 clusters Score -7308714 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 114158 members 
Entering Unmasked Estep 
Score: -7308722.000000 Penalty: 1062.778931
	Iteration 95Q: 3 clusters Score -7308722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 114234 members 
Entering Unmasked Estep 
Score: -7308731.500000 Penalty: 1062.778931
	Iteration 96Q: 3 clusters Score -7308732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -7308726.000000 Penalty: 1062.778931
	Iteration 97Q: 3 clusters Score -7308726 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -7308730.000000 Penalty: 1062.778931
	Iteration 98Q: 3 clusters Score -7308730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -7308704.000000 Penalty: 1062.778931
	Iteration 99Q: 3 clusters Score -7308704 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 114496 members 
Entering Unmasked Estep 
Score: -7308683.000000 Penalty: 1062.778931
	Iteration 100F: 3 clusters Score -7308683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 114561 members 
Entering Unmasked Estep 
Score: -7308684.000000 Penalty: 1062.778931
	Iteration 101Q: 3 clusters Score -7308684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 114615 members 
Entering Unmasked Estep 
Score: -7308686.000000 Penalty: 1062.778931
	Iteration 102Q: 3 clusters Score -7308686 nChanged 49
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Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
Score: -7308694.000000 Penalty: 1062.778931
	Iteration 103Q: 3 clusters Score -7308694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 114703 members 
Entering Unmasked Estep 
Score: -7308689.000000 Penalty: 1062.778931
	Iteration 104Q: 3 clusters Score -7308689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 114745 members 
Entering Unmasked Estep 
Score: -7308688.000000 Penalty: 1062.778931
	Iteration 105Q: 3 clusters Score -7308688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 114784 members 
Entering Unmasked Estep 
Score: -7308659.000000 Penalty: 1062.778931
	Iteration 106Q: 3 clusters Score -7308659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 114825 members 
Entering Unmasked Estep 
Score: -7308668.000000 Penalty: 1062.778931
	Iteration 107Q: 3 clusters Score -7308668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -7308659.000000 Penalty: 1062.778931
	Iteration 108Q: 3 clusters Score -7308659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 114899 members 
Entering Unmasked Estep 
Score: -7308675.000000 Penalty: 1062.778931
	Iteration 109Q: 3 clusters Score -7308675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -7308678.500000 Penalty: 1062.778931
	Iteration 110Q: 3 clusters Score -7308678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 114947 members 
Entering Unmasked Estep 
Score: -7308678.000000 Penalty: 1062.778931
	Iteration 111Q: 3 clusters Score -7308678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 114964 members 
Entering Unmasked Estep 
Score: -7308683.000000 Penalty: 1062.778931
	Iteration 112Q: 3 clusters Score -7308683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -7308675.500000 Penalty: 1062.778931
	Iteration 113Q: 3 clusters Score -7308676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -7308686.500000 Penalty: 1062.778931
	Iteration 114Q: 3 clusters Score -7308686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -7308680.000000 Penalty: 1062.778931
	Iteration 115Q: 3 clusters Score -7308680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 114994 members 
Entering Unmasked Estep 
Score: -7308683.500000 Penalty: 1062.778931
	Iteration 116Q: 3 clusters Score -7308684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 114999 members 
Entering Unmasked Estep 
Score: -7308682.500000 Penalty: 1062.778931
	Iteration 117Q: 3 clusters Score -7308682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -7308670.000000 Penalty: 1062.778931
	Iteration 118Q: 3 clusters Score -7308670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 115010 members 
Entering Unmasked Estep 
Score: -7308672.000000 Penalty: 1062.778931
	Iteration 119Q: 3 clusters Score -7308672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 115013 members 
Entering Unmasked Estep 
Score: -7308667.500000 Penalty: 1062.778931
	Iteration 120F: 3 clusters Score -7308668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 115014 members 
Entering Unmasked Estep 
Score: -7308667.000000 Penalty: 1062.778931
	Iteration 121Q: 3 clusters Score -7308667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 115015 members 
Entering Unmasked Estep 
Score: -7308668.000000 Penalty: 1062.778931
	Iteration 122Q: 3 clusters Score -7308668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 115015 members 
Entering Unmasked Estep 
Score: -7308661.500000 Penalty: 1062.778931
	Iteration 123Q: 3 clusters Score -7308662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 115017 members 
Entering Unmasked Estep 
Score: -7308655.500000 Penalty: 1062.778931
	Iteration 124Q: 3 clusters Score -7308656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -7308664.000000 Penalty: 1062.778931
	Iteration 125Q: 3 clusters Score -7308664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -7308664.500000 Penalty: 1062.778931
	Iteration 126Q: 3 clusters Score -7308664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -7308666.000000 Penalty: 1062.778931
	Iteration 127Q: 3 clusters Score -7308666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -7308664.500000 Penalty: 1062.778931
	Iteration 128Q: 3 clusters Score -7308664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -7308668.000000 Penalty: 1062.778931
	Iteration 129Q: 3 clusters Score -7308668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -7308667.500000 Penalty: 1062.778931
	Iteration 130Q: 3 clusters Score -7308668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -7308667.500000 Penalty: 1062.778931
	Iteration 131F: 3 clusters Score -7308668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Entering Unmasked Estep 
Score: -14134118.000000 Penalty: 44983.195312
Splitting cluster 28 changes total score from -14130286.000000 to -14134118.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 29 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -9857.737305 Penalty: 239.216034
	Iteration 0F: 2 clusters Score -9857.737 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 90 members 
Entering Unmasked Estep 
Score: -9585.529297 Penalty: 478.432068
	Iteration 0F: 3 clusters Score -9585.529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9650.906250 Penalty: 478.432068
	Iteration 1F: 3 clusters Score -9650.906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9679.936523 Penalty: 478.432068
	Iteration 2F: 3 clusters Score -9679.937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9702.053711 Penalty: 478.432068
	Iteration 3F: 3 clusters Score -9702.054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9704.637695 Penalty: 478.432068
	Iteration 4Q: 3 clusters Score -9704.638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9706.135742 Penalty: 478.432068
	Iteration 5Q: 3 clusters Score -9706.136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9707.221680 Penalty: 478.432068
	Iteration 6Q: 3 clusters Score -9707.222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9707.221680 Penalty: 478.432068
	Iteration 7F: 3 clusters Score -9707.222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Entering Unmasked Estep 
Score: -1451708.750000 Penalty: 456.155487
	Iteration 0F: 2 clusters Score -1451709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1436631.875000 Penalty: 912.310974
	Iteration 0F: 3 clusters Score -1436632 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1443080.500000 Penalty: 912.310974
	Iteration 1F: 3 clusters Score -1443080 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1443558.750000 Penalty: 912.310974
	Iteration 2F: 3 clusters Score -1443559 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1444020.375000 Penalty: 912.310974
	Iteration 3F: 3 clusters Score -1444020 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1444502.625000 Penalty: 912.310974
	Iteration 4F: 3 clusters Score -1444503 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1445016.000000 Penalty: 912.310974
	Iteration 5F: 3 clusters Score -1445016 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1445565.750000 Penalty: 912.310974
	Iteration 6Q: 3 clusters Score -1445566 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1446275.375000 Penalty: 912.310974
	Iteration 7Q: 3 clusters Score -1446275 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1447102.625000 Penalty: 912.310974
	Iteration 8Q: 3 clusters Score -1447103 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1447804.000000 Penalty: 912.310974
	Iteration 9Q: 3 clusters Score -1447804 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1448244.250000 Penalty: 912.310974
	Iteration 10Q: 3 clusters Score -1448244 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1448505.625000 Penalty: 912.310974
	Iteration 11Q: 3 clusters Score -1448506 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1448680.750000 Penalty: 912.310974
	Iteration 12Q: 3 clusters Score -1448681 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1448837.125000 Penalty: 912.310974
	Iteration 13Q: 3 clusters Score -1448837 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1448974.875000 Penalty: 912.310974
	Iteration 14Q: 3 clusters Score -1448975 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1449101.250000 Penalty: 912.310974
	Iteration 15Q: 3 clusters Score -1449101 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1449220.000000 Penalty: 912.310974
	Iteration 16Q: 3 clusters Score -1449220 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1449339.375000 Penalty: 912.310974
	Iteration 17Q: 3 clusters Score -1449339 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1449443.500000 Penalty: 912.310974
	Iteration 18Q: 3 clusters Score -1449444 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1449555.625000 Penalty: 912.310974
	Iteration 19Q: 3 clusters Score -1449556 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1449676.250000 Penalty: 912.310974
	Iteration 20F: 3 clusters Score -1449676 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1449792.375000 Penalty: 912.310974
	Iteration 21Q: 3 clusters Score -1449792 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1449928.250000 Penalty: 912.310974
	Iteration 22Q: 3 clusters Score -1449928 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1450064.000000 Penalty: 912.310974
	Iteration 23Q: 3 clusters Score -1450064 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1450187.000000 Penalty: 912.310974
	Iteration 24Q: 3 clusters Score -1450187 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1450313.500000 Penalty: 912.310974
	Iteration 25Q: 3 clusters Score -1450314 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1450423.250000 Penalty: 912.310974
	Iteration 26Q: 3 clusters Score -1450423 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1450529.375000 Penalty: 912.310974
	Iteration 27Q: 3 clusters Score -1450529 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -1450641.875000 Penalty: 912.310974
	Iteration 28Q: 3 clusters Score -1450642 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -1450740.625000 Penalty: 912.310974
	Iteration 29Q: 3 clusters Score -1450741 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -1450848.250000 Penalty: 912.310974
	Iteration 30Q: 3 clusters Score -1450848 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1450948.000000 Penalty: 912.310974
	Iteration 31Q: 3 clusters Score -1450948 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1451014.000000 Penalty: 912.310974
	Iteration 32Q: 3 clusters Score -1451014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -1451073.250000 Penalty: 912.310974
	Iteration 33Q: 3 clusters Score -1451073 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -1451116.250000 Penalty: 912.310974
	Iteration 34Q: 3 clusters Score -1451116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -1451151.000000 Penalty: 912.310974
	Iteration 35Q: 3 clusters Score -1451151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -1451191.375000 Penalty: 912.310974
	Iteration 36Q: 3 clusters Score -1451191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -1451217.125000 Penalty: 912.310974
	Iteration 37Q: 3 clusters Score -1451217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -1451237.125000 Penalty: 912.310974
	Iteration 38Q: 3 clusters Score -1451237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -1451253.625000 Penalty: 912.310974
	Iteration 39Q: 3 clusters Score -1451254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -1451266.250000 Penalty: 912.310974
	Iteration 40F: 3 clusters Score -1451266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -1451272.500000 Penalty: 912.310974
	Iteration 41Q: 3 clusters Score -1451272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -1451277.375000 Penalty: 912.310974
	Iteration 42Q: 3 clusters Score -1451277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -1451286.125000 Penalty: 912.310974
	Iteration 43Q: 3 clusters Score -1451286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -1451290.125000 Penalty: 912.310974
	Iteration 44Q: 3 clusters Score -1451290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -1451291.250000 Penalty: 912.310974
	Iteration 45Q: 3 clusters Score -1451291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -1451295.375000 Penalty: 912.310974
	Iteration 46Q: 3 clusters Score -1451295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -1451300.500000 Penalty: 912.310974
	Iteration 47Q: 3 clusters Score -1451300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1451304.000000 Penalty: 912.310974
	Iteration 48Q: 3 clusters Score -1451304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -1451305.125000 Penalty: 912.310974
	Iteration 49Q: 3 clusters Score -1451305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1451307.000000 Penalty: 912.310974
	Iteration 50Q: 3 clusters Score -1451307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -1451310.625000 Penalty: 912.310974
	Iteration 51Q: 3 clusters Score -1451311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -1451311.125000 Penalty: 912.310974
	Iteration 52Q: 3 clusters Score -1451311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -1451310.500000 Penalty: 912.310974
	Iteration 53Q: 3 clusters Score -1451310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -1451313.375000 Penalty: 912.310974
	Iteration 54Q: 3 clusters Score -1451313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -1451313.500000 Penalty: 912.310974
	Iteration 55Q: 3 clusters Score -1451314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -1451313.250000 Penalty: 912.310974
	Iteration 56Q: 3 clusters Score -1451313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -1451313.250000 Penalty: 912.310974
	Iteration 57F: 3 clusters Score -1451313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -40179.718750 Penalty: 293.639954
	Iteration 0F: 2 clusters Score -40179.72 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 300 members 
Entering Unmasked Estep 
Score: -39594.335938 Penalty: 587.279907
	Iteration 0F: 3 clusters Score -39594.34 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -39914.062500 Penalty: 587.279907
	Iteration 1F: 3 clusters Score -39914.06 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40153.296875 Penalty: 587.279907
	Iteration 2F: 3 clusters Score -40153.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40379.371094 Penalty: 587.279907
	Iteration 3F: 3 clusters Score -40379.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40475.210938 Penalty: 587.279907
	Iteration 4F: 3 clusters Score -40475.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40514.261719 Penalty: 587.279907
	Iteration 5Q: 3 clusters Score -40514.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40552.960938 Penalty: 587.279907
	Iteration 6Q: 3 clusters Score -40552.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40605.152344 Penalty: 587.279907
	Iteration 7Q: 3 clusters Score -40605.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40646.718750 Penalty: 587.279907
	Iteration 8Q: 3 clusters Score -40646.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40655.339844 Penalty: 587.279907
	Iteration 9Q: 3 clusters Score -40655.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40658.457031 Penalty: 587.279907
	Iteration 10Q: 3 clusters Score -40658.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40664.464844 Penalty: 587.279907
	Iteration 11Q: 3 clusters Score -40664.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40668.406250 Penalty: 587.279907
	Iteration 12Q: 3 clusters Score -40668.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40669.566406 Penalty: 587.279907
	Iteration 13Q: 3 clusters Score -40669.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40670.066406 Penalty: 587.279907
	Iteration 14Q: 3 clusters Score -40670.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40670.066406 Penalty: 587.279907
	Iteration 15F: 3 clusters Score -40670.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 93 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Entering Unmasked Estep 
Score: -14134350.000000 Penalty: 45545.484375
Splitting cluster 31 changes total score from -14130286.000000 to -14134350.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 32 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -34207.601562 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -34207.6 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 277 members 
Entering Unmasked Estep 
Score: -33682.093750 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -33682.09 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33941.667969 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -33941.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34012.300781 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -34012.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34050.207031 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -34050.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34065.929688 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -34065.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34077.808594 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -34077.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34085.375000 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -34085.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34094.796875 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -34094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34102.523438 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -34102.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34104.097656 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -34104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34106.839844 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -34106.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34108.898438 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -34108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34109.867188 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -34109.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34111.750000 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -34111.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34112.542969 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -34112.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34112.730469 Penalty: 581.968811
	Iteration 15Q: 3 clusters Score -34112.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34112.730469 Penalty: 581.968811
	Iteration 16F: 3 clusters Score -34112.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Entering Unmasked Estep 
Score: -46524.093750 Penalty: 307.334503
	Iteration 0F: 2 clusters Score -46524.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -45795.292969 Penalty: 614.669006
	Iteration 0F: 3 clusters Score -45795.29 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -45999.281250 Penalty: 614.669006
	Iteration 1F: 3 clusters Score -45999.28 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46091.640625 Penalty: 614.669006
	Iteration 2F: 3 clusters Score -46091.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -46154.003906 Penalty: 614.669006
	Iteration 3F: 3 clusters Score -46154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46199.476562 Penalty: 614.669006
	Iteration 4F: 3 clusters Score -46199.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46234.789062 Penalty: 614.669006
	Iteration 5F: 3 clusters Score -46234.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -46260.164062 Penalty: 614.669006
	Iteration 6Q: 3 clusters Score -46260.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -46279.156250 Penalty: 614.669006
	Iteration 7Q: 3 clusters Score -46279.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -46294.105469 Penalty: 614.669006
	Iteration 8Q: 3 clusters Score -46294.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46306.210938 Penalty: 614.669006
	Iteration 9Q: 3 clusters Score -46306.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46316.550781 Penalty: 614.669006
	Iteration 10Q: 3 clusters Score -46316.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -46324.160156 Penalty: 614.669006
	Iteration 11Q: 3 clusters Score -46324.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -46330.261719 Penalty: 614.669006
	Iteration 12Q: 3 clusters Score -46330.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -46332.875000 Penalty: 614.669006
	Iteration 13Q: 3 clusters Score -46332.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46334.328125 Penalty: 614.669006
	Iteration 14Q: 3 clusters Score -46334.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -46334.390625 Penalty: 614.669006
	Iteration 15Q: 3 clusters Score -46334.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -46334.390625 Penalty: 614.669006
	Iteration 16F: 3 clusters Score -46334.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (93 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Entering Unmasked Estep 
Score: -4422.117188 Penalty: 206.233276
	Iteration 0F: 2 clusters Score -4422.117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4248.947754 Penalty: 412.466553
	Iteration 0F: 3 clusters Score -4248.948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4306.001953 Penalty: 412.466553
	Iteration 1F: 3 clusters Score -4306.002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4464.123535 Penalty: 412.466553
	Iteration 2F: 3 clusters Score -4464.124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4499.181641 Penalty: 412.466553
	Iteration 3F: 3 clusters Score -4499.182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4504.492676 Penalty: 412.466553
	Iteration 4Q: 3 clusters Score -4504.493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4504.492676 Penalty: 412.466553
	Iteration 5F: 3 clusters Score -4504.493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Entering Unmasked Estep 
Score: -14134072.000000 Penalty: 46107.777344
Splitting cluster 34 changes total score from -14130286.000000 to -14134072.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 35 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8132.340820 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8132.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7899.215332 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7899.215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7945.572754 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -7945.573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7954.759277 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -7954.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7956.233398 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -7956.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7956.233398 Penalty: 446.380005
	Iteration 4F: 3 clusters Score -7956.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -25467.191406 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -25467.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25043.994141 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -25043.99 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25243.761719 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -25243.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25313.263672 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -25313.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25358.853516 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -25358.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25427.359375 Penalty: 546.128723
	Iteration 4F: 3 clusters Score -25427.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25546.562500 Penalty: 546.128723
	Iteration 5F: 3 clusters Score -25546.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25662.460938 Penalty: 546.128723
	Iteration 6F: 3 clusters Score -25662.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25717.751953 Penalty: 546.128723
	Iteration 7F: 3 clusters Score -25717.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25726.205078 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -25726.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25735.962891 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -25735.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25744.763672 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -25744.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25747.572266 Penalty: 546.128723
	Iteration 11Q: 3 clusters Score -25747.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25747.572266 Penalty: 546.128723
	Iteration 12F: 3 clusters Score -25747.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 3248 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Entering Unmasked Estep 
Score: -14134052.000000 Penalty: 46670.066406
Splitting cluster 36 changes total score from -14130286.000000 to -14134052.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -192662.500000 Penalty: 367.903656
	Iteration 0F: 2 clusters Score -192662.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -190427.140625 Penalty: 735.807312
	Iteration 0F: 3 clusters Score -190427.1 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -191366.140625 Penalty: 735.807312
	Iteration 1F: 3 clusters Score -191366.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -191532.140625 Penalty: 735.807312
	Iteration 2F: 3 clusters Score -191532.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -191654.843750 Penalty: 735.807312
	Iteration 3F: 3 clusters Score -191654.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -191720.203125 Penalty: 735.807312
	Iteration 4Q: 3 clusters Score -191720.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -191784.187500 Penalty: 735.807312
	Iteration 5Q: 3 clusters Score -191784.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -191844.109375 Penalty: 735.807312
	Iteration 6Q: 3 clusters Score -191844.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -191900.984375 Penalty: 735.807312
	Iteration 7Q: 3 clusters Score -191901 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -191946.781250 Penalty: 735.807312
	Iteration 8Q: 3 clusters Score -191946.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -191988.281250 Penalty: 735.807312
	Iteration 9Q: 3 clusters Score -191988.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -192049.546875 Penalty: 735.807312
	Iteration 10Q: 3 clusters Score -192049.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -192118.343750 Penalty: 735.807312
	Iteration 11Q: 3 clusters Score -192118.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -192227.625000 Penalty: 735.807312
	Iteration 12Q: 3 clusters Score -192227.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -192309.468750 Penalty: 735.807312
	Iteration 13Q: 3 clusters Score -192309.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -192380.468750 Penalty: 735.807312
	Iteration 14Q: 3 clusters Score -192380.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -192470.921875 Penalty: 735.807312
	Iteration 15Q: 3 clusters Score -192470.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -192574.015625 Penalty: 735.807312
	Iteration 16Q: 3 clusters Score -192574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -192661.468750 Penalty: 735.807312
	Iteration 17Q: 3 clusters Score -192661.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -192738.093750 Penalty: 735.807312
	Iteration 18Q: 3 clusters Score -192738.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -192805.937500 Penalty: 735.807312
	Iteration 19Q: 3 clusters Score -192805.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -192848.250000 Penalty: 735.807312
	Iteration 20F: 3 clusters Score -192848.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -192877.515625 Penalty: 735.807312
	Iteration 21Q: 3 clusters Score -192877.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -192891.703125 Penalty: 735.807312
	Iteration 22Q: 3 clusters Score -192891.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -192896.531250 Penalty: 735.807312
	Iteration 23Q: 3 clusters Score -192896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -192900.453125 Penalty: 735.807312
	Iteration 24Q: 3 clusters Score -192900.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -192903.796875 Penalty: 735.807312
	Iteration 25Q: 3 clusters Score -192903.8 nChanged 9
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: -192907.093750 Penalty: 735.807312
	Iteration 26Q: 3 clusters Score -192907.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -192910.234375 Penalty: 735.807312
	Iteration 27Q: 3 clusters Score -192910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -192913.468750 Penalty: 735.807312
	Iteration 28Q: 3 clusters Score -192913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -192914.750000 Penalty: 735.807312
	Iteration 29Q: 3 clusters Score -192914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -192915.375000 Penalty: 735.807312
	Iteration 30Q: 3 clusters Score -192915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -192915.281250 Penalty: 735.807312
	Iteration 31Q: 3 clusters Score -192915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -192915.343750 Penalty: 735.807312
	Iteration 32Q: 3 clusters Score -192915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -192915.609375 Penalty: 735.807312
	Iteration 33Q: 3 clusters Score -192915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -192915.328125 Penalty: 735.807312
	Iteration 34Q: 3 clusters Score -192915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -192915.328125 Penalty: 735.807312
	Iteration 35F: 3 clusters Score -192915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 467 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Entering Unmasked Estep 
Score: -14134038.000000 Penalty: 47232.355469
Splitting cluster 37 changes total score from -14130286.000000 to -14134038.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 38 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -33699.621094 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -33699.62 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 264 members 
Entering Unmasked Estep 
Score: -33164.167969 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -33164.17 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33301.636719 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -33301.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33339.523438 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -33339.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33374.945312 Penalty: 576.328430
	Iteration 3F: 3 clusters Score -33374.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33390.621094 Penalty: 576.328430
	Iteration 4Q: 3 clusters Score -33390.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33399.628906 Penalty: 576.328430
	Iteration 5Q: 3 clusters Score -33399.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33408.425781 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -33408.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33416.210938 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -33416.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33423.738281 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -33423.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33430.269531 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -33430.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33432.027344 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -33432.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33432.027344 Penalty: 576.328430
	Iteration 11F: 3 clusters Score -33432.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Entering Unmasked Estep 
Score: -505882.281250 Penalty: 414.859283
	Iteration 0F: 2 clusters Score -505882.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -499959.406250 Penalty: 829.718567
	Iteration 0F: 3 clusters Score -499959.4 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -503046.593750 Penalty: 829.718567
	Iteration 1F: 3 clusters Score -503046.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -503717.312500 Penalty: 829.718567
	Iteration 2F: 3 clusters Score -503717.3 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -504224.718750 Penalty: 829.718567
	Iteration 3F: 3 clusters Score -504224.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -504593.250000 Penalty: 829.718567
	Iteration 4F: 3 clusters Score -504593.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -504860.031250 Penalty: 829.718567
	Iteration 5Q: 3 clusters Score -504860 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -505070.031250 Penalty: 829.718567
	Iteration 6Q: 3 clusters Score -505070 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -505198.062500 Penalty: 829.718567
	Iteration 7Q: 3 clusters Score -505198.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -505308.156250 Penalty: 829.718567
	Iteration 8Q: 3 clusters Score -505308.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -505404.218750 Penalty: 829.718567
	Iteration 9Q: 3 clusters Score -505404.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -505487.000000 Penalty: 829.718567
	Iteration 10Q: 3 clusters Score -505487 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -505545.375000 Penalty: 829.718567
	Iteration 11Q: 3 clusters Score -505545.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -505596.500000 Penalty: 829.718567
	Iteration 12Q: 3 clusters Score -505596.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -505621.531250 Penalty: 829.718567
	Iteration 13Q: 3 clusters Score -505621.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -505639.406250 Penalty: 829.718567
	Iteration 14Q: 3 clusters Score -505639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -505646.687500 Penalty: 829.718567
	Iteration 15Q: 3 clusters Score -505646.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -505652.750000 Penalty: 829.718567
	Iteration 16Q: 3 clusters Score -505652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -505656.250000 Penalty: 829.718567
	Iteration 17Q: 3 clusters Score -505656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -505658.781250 Penalty: 829.718567
	Iteration 18Q: 3 clusters Score -505658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -505661.625000 Penalty: 829.718567
	Iteration 19Q: 3 clusters Score -505661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -505662.312500 Penalty: 829.718567
	Iteration 20F: 3 clusters Score -505662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -505662.812500 Penalty: 829.718567
	Iteration 21Q: 3 clusters Score -505662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -505662.812500 Penalty: 829.718567
	Iteration 22F: 3 clusters Score -505662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -23785.361328 Penalty: 279.657990
	Iteration 0F: 2 clusters Score -23785.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23347.246094 Penalty: 559.315979
	Iteration 0F: 3 clusters Score -23347.25 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23590.275391 Penalty: 559.315979
	Iteration 1F: 3 clusters Score -23590.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23718.058594 Penalty: 559.315979
	Iteration 2F: 3 clusters Score -23718.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23785.876953 Penalty: 559.315979
	Iteration 3F: 3 clusters Score -23785.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23836.974609 Penalty: 559.315979
	Iteration 4Q: 3 clusters Score -23836.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23857.167969 Penalty: 559.315979
	Iteration 5Q: 3 clusters Score -23857.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23867.140625 Penalty: 559.315979
	Iteration 6Q: 3 clusters Score -23867.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23871.916016 Penalty: 559.315979
	Iteration 7Q: 3 clusters Score -23871.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23878.843750 Penalty: 559.315979
	Iteration 8Q: 3 clusters Score -23878.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23886.568359 Penalty: 559.315979
	Iteration 9Q: 3 clusters Score -23886.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23903.072266 Penalty: 559.315979
	Iteration 10Q: 3 clusters Score -23903.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -23913.917969 Penalty: 559.315979
	Iteration 11Q: 3 clusters Score -23913.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23918.769531 Penalty: 559.315979
	Iteration 12Q: 3 clusters Score -23918.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23923.658203 Penalty: 559.315979
	Iteration 13Q: 3 clusters Score -23923.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23926.431641 Penalty: 559.315979
	Iteration 14Q: 3 clusters Score -23926.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23932.304688 Penalty: 559.315979
	Iteration 15Q: 3 clusters Score -23932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23937.677734 Penalty: 559.315979
	Iteration 16Q: 3 clusters Score -23937.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23940.410156 Penalty: 559.315979
	Iteration 17Q: 3 clusters Score -23940.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23940.410156 Penalty: 559.315979
	Iteration 18F: 3 clusters Score -23940.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Entering Unmasked Estep 
Score: -14133904.000000 Penalty: 47794.644531
Splitting cluster 40 changes total score from -14130286.000000 to -14133904.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 41 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -31155.908203 Penalty: 279.657990
	Iteration 0F: 2 clusters Score -31155.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30709.841797 Penalty: 559.315979
	Iteration 0F: 3 clusters Score -30709.84 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30826.457031 Penalty: 559.315979
	Iteration 1F: 3 clusters Score -30826.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30864.906250 Penalty: 559.315979
	Iteration 2F: 3 clusters Score -30864.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30880.207031 Penalty: 559.315979
	Iteration 3Q: 3 clusters Score -30880.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30900.218750 Penalty: 559.315979
	Iteration 4Q: 3 clusters Score -30900.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30918.074219 Penalty: 559.315979
	Iteration 5Q: 3 clusters Score -30918.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30946.750000 Penalty: 559.315979
	Iteration 6Q: 3 clusters Score -30946.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31001.337891 Penalty: 559.315979
	Iteration 7F: 3 clusters Score -31001.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31058.871094 Penalty: 559.315979
	Iteration 8F: 3 clusters Score -31058.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31094.500000 Penalty: 559.315979
	Iteration 9Q: 3 clusters Score -31094.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31129.392578 Penalty: 559.315979
	Iteration 10Q: 3 clusters Score -31129.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -31162.306641 Penalty: 559.315979
	Iteration 11Q: 3 clusters Score -31162.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31188.181641 Penalty: 559.315979
	Iteration 12Q: 3 clusters Score -31188.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31224.810547 Penalty: 559.315979
	Iteration 13Q: 3 clusters Score -31224.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31255.681641 Penalty: 559.315979
	Iteration 14Q: 3 clusters Score -31255.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31276.357422 Penalty: 559.315979
	Iteration 15Q: 3 clusters Score -31276.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31296.287109 Penalty: 559.315979
	Iteration 16Q: 3 clusters Score -31296.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31316.837891 Penalty: 559.315979
	Iteration 17Q: 3 clusters Score -31316.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31326.044922 Penalty: 559.315979
	Iteration 18Q: 3 clusters Score -31326.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31329.435547 Penalty: 559.315979
	Iteration 19Q: 3 clusters Score -31329.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31330.853516 Penalty: 559.315979
	Iteration 20F: 3 clusters Score -31330.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31331.539062 Penalty: 559.315979
	Iteration 21Q: 3 clusters Score -31331.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31331.539062 Penalty: 559.315979
	Iteration 22F: 3 clusters Score -31331.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 363 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Entering Unmasked Estep 
Score: -14133794.000000 Penalty: 48356.933594
Splitting cluster 41 changes total score from -14130286.000000 to -14133794.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 42 (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: -19507.853516 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -19507.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19127.937500 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -19127.94 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19302.333984 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -19302.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19415.474609 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -19415.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19506.976562 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -19506.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19556.820312 Penalty: 536.390686
	Iteration 4F: 3 clusters Score -19556.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19587.482422 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -19587.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19606.220703 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -19606.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19613.589844 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -19613.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19627.697266 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -19627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19630.882812 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -19630.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19631.292969 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -19631.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19631.775391 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -19631.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19631.775391 Penalty: 536.390686
	Iteration 12F: 3 clusters Score -19631.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Entering Unmasked Estep 
Score: -14133628.000000 Penalty: 48919.226562
Splitting cluster 42 changes total score from -14130286.000000 to -14133628.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 43 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -22283.199219 Penalty: 267.943939
	Iteration 0F: 2 clusters Score -22283.2 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 193 members 
Entering Unmasked Estep 
Score: -21902.660156 Penalty: 535.887878
	Iteration 0F: 3 clusters Score -21902.66 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22078.046875 Penalty: 535.887878
	Iteration 1F: 3 clusters Score -22078.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22158.892578 Penalty: 535.887878
	Iteration 2F: 3 clusters Score -22158.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22231.648438 Penalty: 535.887878
	Iteration 3F: 3 clusters Score -22231.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22278.261719 Penalty: 535.887878
	Iteration 4F: 3 clusters Score -22278.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22372.789062 Penalty: 535.887878
	Iteration 5Q: 3 clusters Score -22372.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22458.970703 Penalty: 535.887878
	Iteration 6Q: 3 clusters Score -22458.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22512.429688 Penalty: 535.887878
	Iteration 7Q: 3 clusters Score -22512.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22544.580078 Penalty: 535.887878
	Iteration 8Q: 3 clusters Score -22544.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22551.486328 Penalty: 535.887878
	Iteration 9Q: 3 clusters Score -22551.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22551.847656 Penalty: 535.887878
	Iteration 10Q: 3 clusters Score -22551.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22552.816406 Penalty: 535.887878
	Iteration 11F: 3 clusters Score -22552.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22554.583984 Penalty: 535.887878
	Iteration 12Q: 3 clusters Score -22554.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22554.583984 Penalty: 535.887878
	Iteration 13F: 3 clusters Score -22554.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 1215 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Entering Unmasked Estep 
Score: -14133606.000000 Penalty: 49481.515625
Splitting cluster 43 changes total score from -14130286.000000 to -14133606.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 44 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -24497.031250 Penalty: 266.012970
	Iteration 0F: 2 clusters Score -24497.03 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 165 members 
Entering Unmasked Estep 
Score: -24101.031250 Penalty: 532.025940
	Iteration 0F: 3 clusters Score -24101.03 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24187.687500 Penalty: 532.025940
	Iteration 1F: 3 clusters Score -24187.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24203.968750 Penalty: 532.025940
	Iteration 2F: 3 clusters Score -24203.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24230.923828 Penalty: 532.025940
	Iteration 3Q: 3 clusters Score -24230.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24262.818359 Penalty: 532.025940
	Iteration 4Q: 3 clusters Score -24262.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24275.285156 Penalty: 532.025940
	Iteration 5Q: 3 clusters Score -24275.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24283.332031 Penalty: 532.025940
	Iteration 6Q: 3 clusters Score -24283.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24287.853516 Penalty: 532.025940
	Iteration 7Q: 3 clusters Score -24287.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24296.394531 Penalty: 532.025940
	Iteration 8Q: 3 clusters Score -24296.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24302.087891 Penalty: 532.025940
	Iteration 9Q: 3 clusters Score -24302.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24303.521484 Penalty: 532.025940
	Iteration 10Q: 3 clusters Score -24303.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24305.949219 Penalty: 532.025940
	Iteration 11Q: 3 clusters Score -24305.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24307.714844 Penalty: 532.025940
	Iteration 12Q: 3 clusters Score -24307.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24308.027344 Penalty: 532.025940
	Iteration 13Q: 3 clusters Score -24308.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24308.027344 Penalty: 532.025940
	Iteration 14F: 3 clusters Score -24308.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -40517.421875 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -40517.42 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 317 members 
Entering Unmasked Estep 
Score: -39886.921875 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -39886.92 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40108.796875 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -40108.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40197.250000 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -40197.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40255.906250 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -40255.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40291.542969 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -40291.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40316.597656 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -40316.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40327.812500 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -40327.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40331.789062 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -40331.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40334.390625 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -40334.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40335.531250 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -40335.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40337.667969 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -40337.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40340.597656 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -40340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -40342.218750 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -40342.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40343.546875 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -40343.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40343.808594 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -40343.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40344.039062 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -40344.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40344.484375 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -40344.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40344.484375 Penalty: 594.044189
	Iteration 17F: 3 clusters Score -40344.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -82238.000000 Penalty: 323.163727
	Iteration 0F: 2 clusters Score -82238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -81297.210938 Penalty: 646.327454
	Iteration 0F: 3 clusters Score -81297.21 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -81626.515625 Penalty: 646.327454
	Iteration 1F: 3 clusters Score -81626.52 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -81937.023438 Penalty: 646.327454
	Iteration 2F: 3 clusters Score -81937.02 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -82377.882812 Penalty: 646.327454
	Iteration 3F: 3 clusters Score -82377.88 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -82657.242188 Penalty: 646.327454
	Iteration 4F: 3 clusters Score -82657.24 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -82796.046875 Penalty: 646.327454
	Iteration 5F: 3 clusters Score -82796.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -82889.617188 Penalty: 646.327454
	Iteration 6Q: 3 clusters Score -82889.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82947.226562 Penalty: 646.327454
	Iteration 7Q: 3 clusters Score -82947.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82982.882812 Penalty: 646.327454
	Iteration 8Q: 3 clusters Score -82982.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -83002.539062 Penalty: 646.327454
	Iteration 9Q: 3 clusters Score -83002.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -83011.742188 Penalty: 646.327454
	Iteration 10Q: 3 clusters Score -83011.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -83019.867188 Penalty: 646.327454
	Iteration 11Q: 3 clusters Score -83019.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -83021.867188 Penalty: 646.327454
	Iteration 12Q: 3 clusters Score -83021.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -83023.812500 Penalty: 646.327454
	Iteration 13Q: 3 clusters Score -83023.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -83024.312500 Penalty: 646.327454
	Iteration 14Q: 3 clusters Score -83024.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -83024.421875 Penalty: 646.327454
	Iteration 15Q: 3 clusters Score -83024.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -83024.921875 Penalty: 646.327454
	Iteration 16Q: 3 clusters Score -83024.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83025.117188 Penalty: 646.327454
	Iteration 17Q: 3 clusters Score -83025.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -83025.117188 Penalty: 646.327454
	Iteration 18F: 3 clusters Score -83025.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 806 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Entering Unmasked Estep 
Score: -14134168.000000 Penalty: 50043.804688
Splitting cluster 46 changes total score from -14130286.000000 to -14134168.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 47 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -48423.410156 Penalty: 304.489807
	Iteration 0F: 2 clusters Score -48423.41 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 406 members 
Entering Unmasked Estep 
Score: -47749.804688 Penalty: 608.979614
	Iteration 0F: 3 clusters Score -47749.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47940.898438 Penalty: 608.979614
	Iteration 1F: 3 clusters Score -47940.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48005.703125 Penalty: 608.979614
	Iteration 2F: 3 clusters Score -48005.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -48052.765625 Penalty: 608.979614
	Iteration 3F: 3 clusters Score -48052.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48087.316406 Penalty: 608.979614
	Iteration 4Q: 3 clusters Score -48087.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48128.203125 Penalty: 608.979614
	Iteration 5Q: 3 clusters Score -48128.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48169.695312 Penalty: 608.979614
	Iteration 6Q: 3 clusters Score -48169.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48223.511719 Penalty: 608.979614
	Iteration 7Q: 3 clusters Score -48223.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48264.117188 Penalty: 608.979614
	Iteration 8Q: 3 clusters Score -48264.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48305.800781 Penalty: 608.979614
	Iteration 9Q: 3 clusters Score -48305.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -48346.250000 Penalty: 608.979614
	Iteration 10Q: 3 clusters Score -48346.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48368.082031 Penalty: 608.979614
	Iteration 11Q: 3 clusters Score -48368.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48382.652344 Penalty: 608.979614
	Iteration 12Q: 3 clusters Score -48382.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48396.535156 Penalty: 608.979614
	Iteration 13Q: 3 clusters Score -48396.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48417.476562 Penalty: 608.979614
	Iteration 14Q: 3 clusters Score -48417.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48424.621094 Penalty: 608.979614
	Iteration 15Q: 3 clusters Score -48424.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48427.175781 Penalty: 608.979614
	Iteration 16Q: 3 clusters Score -48427.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48432.285156 Penalty: 608.979614
	Iteration 17Q: 3 clusters Score -48432.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48434.808594 Penalty: 608.979614
	Iteration 18Q: 3 clusters Score -48434.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48439.433594 Penalty: 608.979614
	Iteration 19Q: 3 clusters Score -48439.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48442.171875 Penalty: 608.979614
	Iteration 20F: 3 clusters Score -48442.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48443.929688 Penalty: 608.979614
	Iteration 21Q: 3 clusters Score -48443.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48445.460938 Penalty: 608.979614
	Iteration 22Q: 3 clusters Score -48445.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48445.796875 Penalty: 608.979614
	Iteration 23Q: 3 clusters Score -48445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48445.796875 Penalty: 608.979614
	Iteration 24F: 3 clusters Score -48445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Entering Unmasked Estep 
Score: -14133933.000000 Penalty: 50606.093750
Splitting cluster 47 changes total score from -14130286.000000 to -14133933.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 48 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -29984.314453 Penalty: 298.783600
	Iteration 0F: 2 clusters Score -29984.31 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 361 members 
Entering Unmasked Estep 
Score: -29396.123047 Penalty: 597.567200
	Iteration 0F: 3 clusters Score -29396.12 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29807.771484 Penalty: 597.567200
	Iteration 1F: 3 clusters Score -29807.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30023.496094 Penalty: 597.567200
	Iteration 2F: 3 clusters Score -30023.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30328.408203 Penalty: 597.567200
	Iteration 3F: 3 clusters Score -30328.41 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -30744.867188 Penalty: 597.567200
	Iteration 4F: 3 clusters Score -30744.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -31088.847656 Penalty: 597.567200
	Iteration 5Q: 3 clusters Score -31088.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -31167.349609 Penalty: 597.567200
	Iteration 6Q: 3 clusters Score -31167.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31276.978516 Penalty: 597.567200
	Iteration 7Q: 3 clusters Score -31276.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31276.978516 Penalty: 597.567200
	Iteration 8F: 3 clusters Score -31276.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Entering Unmasked Estep 
Score: -14134969.000000 Penalty: 51168.386719
Splitting cluster 48 changes total score from -14130286.000000 to -14134969.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 49 (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: -95581.984375 Penalty: 336.756012
	Iteration 0F: 2 clusters Score -95581.98 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 816 members 
Entering Unmasked Estep 
Score: -94333.421875 Penalty: 673.512024
	Iteration 0F: 3 clusters Score -94333.42 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94769.890625 Penalty: 673.512024
	Iteration 1F: 3 clusters Score -94769.89 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -94914.609375 Penalty: 673.512024
	Iteration 2F: 3 clusters Score -94914.61 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -95027.382812 Penalty: 673.512024
	Iteration 3F: 3 clusters Score -95027.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95108.359375 Penalty: 673.512024
	Iteration 4F: 3 clusters Score -95108.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95155.304688 Penalty: 673.512024
	Iteration 5Q: 3 clusters Score -95155.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -95185.968750 Penalty: 673.512024
	Iteration 6Q: 3 clusters Score -95185.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95210.929688 Penalty: 673.512024
	Iteration 7Q: 3 clusters Score -95210.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95234.390625 Penalty: 673.512024
	Iteration 8Q: 3 clusters Score -95234.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -95247.546875 Penalty: 673.512024
	Iteration 9Q: 3 clusters Score -95247.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95260.296875 Penalty: 673.512024
	Iteration 10Q: 3 clusters Score -95260.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95280.632812 Penalty: 673.512024
	Iteration 11Q: 3 clusters Score -95280.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95298.367188 Penalty: 673.512024
	Iteration 12Q: 3 clusters Score -95298.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95316.671875 Penalty: 673.512024
	Iteration 13Q: 3 clusters Score -95316.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95333.109375 Penalty: 673.512024
	Iteration 14Q: 3 clusters Score -95333.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95344.117188 Penalty: 673.512024
	Iteration 15Q: 3 clusters Score -95344.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95352.109375 Penalty: 673.512024
	Iteration 16Q: 3 clusters Score -95352.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95360.898438 Penalty: 673.512024
	Iteration 17Q: 3 clusters Score -95360.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95367.812500 Penalty: 673.512024
	Iteration 18Q: 3 clusters Score -95367.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95375.875000 Penalty: 673.512024
	Iteration 19Q: 3 clusters Score -95375.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95379.609375 Penalty: 673.512024
	Iteration 20F: 3 clusters Score -95379.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95380.882812 Penalty: 673.512024
	Iteration 21Q: 3 clusters Score -95380.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -95381.539062 Penalty: 673.512024
	Iteration 22Q: 3 clusters Score -95381.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95382.109375 Penalty: 673.512024
	Iteration 23Q: 3 clusters Score -95382.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95382.320312 Penalty: 673.512024
	Iteration 24Q: 3 clusters Score -95382.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95382.679688 Penalty: 673.512024
	Iteration 25Q: 3 clusters Score -95382.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95382.679688 Penalty: 673.512024
	Iteration 26F: 3 clusters Score -95382.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -1442843.250000 Penalty: 443.385040
	Iteration 0F: 2 clusters Score -1442843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1434202.250000 Penalty: 886.770081
	Iteration 0F: 3 clusters Score -1434202 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1438667.125000 Penalty: 886.770081
	Iteration 1F: 3 clusters Score -1438667 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1439024.000000 Penalty: 886.770081
	Iteration 2F: 3 clusters Score -1439024 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1439572.375000 Penalty: 886.770081
	Iteration 3F: 3 clusters Score -1439572 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1440285.000000 Penalty: 886.770081
	Iteration 4F: 3 clusters Score -1440285 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1441086.500000 Penalty: 886.770081
	Iteration 5F: 3 clusters Score -1441086 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1441758.250000 Penalty: 886.770081
	Iteration 6F: 3 clusters Score -1441758 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1442088.625000 Penalty: 886.770081
	Iteration 7Q: 3 clusters Score -1442089 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1442184.125000 Penalty: 886.770081
	Iteration 8Q: 3 clusters Score -1442184 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1442215.250000 Penalty: 886.770081
	Iteration 9Q: 3 clusters Score -1442215 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1442233.250000 Penalty: 886.770081
	Iteration 10Q: 3 clusters Score -1442233 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1442246.125000 Penalty: 886.770081
	Iteration 11Q: 3 clusters Score -1442246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1442251.250000 Penalty: 886.770081
	Iteration 12Q: 3 clusters Score -1442251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1442261.875000 Penalty: 886.770081
	Iteration 13Q: 3 clusters Score -1442262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1442275.875000 Penalty: 886.770081
	Iteration 14Q: 3 clusters Score -1442276 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1442293.250000 Penalty: 886.770081
	Iteration 15Q: 3 clusters Score -1442293 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1442301.250000 Penalty: 886.770081
	Iteration 16Q: 3 clusters Score -1442301 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1442314.875000 Penalty: 886.770081
	Iteration 17Q: 3 clusters Score -1442315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1442328.000000 Penalty: 886.770081
	Iteration 18Q: 3 clusters Score -1442328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1442350.750000 Penalty: 886.770081
	Iteration 19Q: 3 clusters Score -1442351 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1442369.625000 Penalty: 886.770081
	Iteration 20F: 3 clusters Score -1442370 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1442385.125000 Penalty: 886.770081
	Iteration 21Q: 3 clusters Score -1442385 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1442401.750000 Penalty: 886.770081
	Iteration 22Q: 3 clusters Score -1442402 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1442417.125000 Penalty: 886.770081
	Iteration 23Q: 3 clusters Score -1442417 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1442429.250000 Penalty: 886.770081
	Iteration 24Q: 3 clusters Score -1442429 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1442437.250000 Penalty: 886.770081
	Iteration 25Q: 3 clusters Score -1442437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1442444.750000 Penalty: 886.770081
	Iteration 26Q: 3 clusters Score -1442445 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1442449.250000 Penalty: 886.770081
	Iteration 27Q: 3 clusters Score -1442449 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1442460.250000 Penalty: 886.770081
	Iteration 28Q: 3 clusters Score -1442460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1442464.000000 Penalty: 886.770081
	Iteration 29Q: 3 clusters Score -1442464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1442466.500000 Penalty: 886.770081
	Iteration 30Q: 3 clusters Score -1442466 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1442476.750000 Penalty: 886.770081
	Iteration 31Q: 3 clusters Score -1442477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1442487.875000 Penalty: 886.770081
	Iteration 32Q: 3 clusters Score -1442488 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1442503.875000 Penalty: 886.770081
	Iteration 33Q: 3 clusters Score -1442504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1442526.500000 Penalty: 886.770081
	Iteration 34Q: 3 clusters Score -1442526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1442537.250000 Penalty: 886.770081
	Iteration 35Q: 3 clusters Score -1442537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1442556.375000 Penalty: 886.770081
	Iteration 36Q: 3 clusters Score -1442556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1442571.000000 Penalty: 886.770081
	Iteration 37Q: 3 clusters Score -1442571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1442576.500000 Penalty: 886.770081
	Iteration 38Q: 3 clusters Score -1442576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1442592.375000 Penalty: 886.770081
	Iteration 39Q: 3 clusters Score -1442592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1442601.375000 Penalty: 886.770081
	Iteration 40F: 3 clusters Score -1442601 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1442617.750000 Penalty: 886.770081
	Iteration 41Q: 3 clusters Score -1442618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1442624.750000 Penalty: 886.770081
	Iteration 42Q: 3 clusters Score -1442625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1442633.000000 Penalty: 886.770081
	Iteration 43Q: 3 clusters Score -1442633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1442638.875000 Penalty: 886.770081
	Iteration 44Q: 3 clusters Score -1442639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1442646.875000 Penalty: 886.770081
	Iteration 45Q: 3 clusters Score -1442647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1442651.125000 Penalty: 886.770081
	Iteration 46Q: 3 clusters Score -1442651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1442661.625000 Penalty: 886.770081
	Iteration 47Q: 3 clusters Score -1442662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1442663.375000 Penalty: 886.770081
	Iteration 48Q: 3 clusters Score -1442663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1442666.375000 Penalty: 886.770081
	Iteration 49Q: 3 clusters Score -1442666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1442672.000000 Penalty: 886.770081
	Iteration 50Q: 3 clusters Score -1442672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1442676.250000 Penalty: 886.770081
	Iteration 51Q: 3 clusters Score -1442676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1442680.875000 Penalty: 886.770081
	Iteration 52Q: 3 clusters Score -1442681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1442687.375000 Penalty: 886.770081
	Iteration 53Q: 3 clusters Score -1442687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1442696.000000 Penalty: 886.770081
	Iteration 54Q: 3 clusters Score -1442696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1442704.125000 Penalty: 886.770081
	Iteration 55Q: 3 clusters Score -1442704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1442708.625000 Penalty: 886.770081
	Iteration 56Q: 3 clusters Score -1442709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1442702.750000 Penalty: 886.770081
	Iteration 57Q: 3 clusters Score -1442703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1442702.250000 Penalty: 886.770081
	Iteration 58Q: 3 clusters Score -1442702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1442705.125000 Penalty: 886.770081
	Iteration 59Q: 3 clusters Score -1442705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1442706.500000 Penalty: 886.770081
	Iteration 60F: 3 clusters Score -1442706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1442707.500000 Penalty: 886.770081
	Iteration 61Q: 3 clusters Score -1442708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1442698.250000 Penalty: 886.770081
	Iteration 62Q: 3 clusters Score -1442698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1442702.125000 Penalty: 886.770081
	Iteration 63Q: 3 clusters Score -1442702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1442700.750000 Penalty: 886.770081
	Iteration 64Q: 3 clusters Score -1442701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1442700.375000 Penalty: 886.770081
	Iteration 65Q: 3 clusters Score -1442700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1442694.750000 Penalty: 886.770081
	Iteration 66Q: 3 clusters Score -1442695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1442691.000000 Penalty: 886.770081
	Iteration 67Q: 3 clusters Score -1442691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1442691.125000 Penalty: 886.770081
	Iteration 68Q: 3 clusters Score -1442691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1442685.250000 Penalty: 886.770081
	Iteration 69Q: 3 clusters Score -1442685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1442682.375000 Penalty: 886.770081
	Iteration 70Q: 3 clusters Score -1442682 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1442685.250000 Penalty: 886.770081
	Iteration 71Q: 3 clusters Score -1442685 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1442679.000000 Penalty: 886.770081
	Iteration 72Q: 3 clusters Score -1442679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1442678.375000 Penalty: 886.770081
	Iteration 73Q: 3 clusters Score -1442678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1442674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1442669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1442657.500000 Penalty: 886.770081
	Iteration 76Q: 3 clusters Score -1442658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1442653.250000 Penalty: 886.770081
	Iteration 77Q: 3 clusters Score -1442653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1442652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1442651.125000 Penalty: 886.770081
	Iteration 79Q: 3 clusters Score -1442651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1442652.000000 Penalty: 886.770081
	Iteration 80F: 3 clusters Score -1442652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1442646.375000 Penalty: 886.770081
	Iteration 81Q: 3 clusters Score -1442646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1442645.625000 Penalty: 886.770081
	Iteration 82Q: 3 clusters Score -1442646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1442649.750000 Penalty: 886.770081
	Iteration 83Q: 3 clusters Score -1442650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1442646.875000 Penalty: 886.770081
	Iteration 84Q: 3 clusters Score -1442647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1442636.250000 Penalty: 886.770081
	Iteration 85Q: 3 clusters Score -1442636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1442631.000000 Penalty: 886.770081
	Iteration 86Q: 3 clusters Score -1442631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1442636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1442628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1442626.125000 Penalty: 886.770081
	Iteration 89Q: 3 clusters Score -1442626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1442621.375000 Penalty: 886.770081
	Iteration 90Q: 3 clusters Score -1442621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1442614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1442618.125000 Penalty: 886.770081
	Iteration 92Q: 3 clusters Score -1442618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1442609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1442606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1442603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1442602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1442598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1442597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1442599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1442593.500000 Penalty: 886.770081
	Iteration 100F: 3 clusters Score -1442594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1442591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1442597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1442597.875000 Penalty: 886.770081
	Iteration 103Q: 3 clusters Score -1442598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1442596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1442599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1442604.750000 Penalty: 886.770081
	Iteration 106Q: 3 clusters Score -1442605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1442601.250000 Penalty: 886.770081
	Iteration 107Q: 3 clusters Score -1442601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1442600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1442599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1442597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1442596.875000 Penalty: 886.770081
	Iteration 111Q: 3 clusters Score -1442597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1442597.500000 Penalty: 886.770081
	Iteration 112Q: 3 clusters Score -1442598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1442596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1442600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1442596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1442591.000000 Penalty: 886.770081
	Iteration 116Q: 3 clusters Score -1442591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1442588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1442588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1442582.125000 Penalty: 886.770081
	Iteration 119Q: 3 clusters Score -1442582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1442583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1442588 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1442590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1442594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1442599 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1442606 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1442613.875000 Penalty: 886.770081
	Iteration 126Q: 3 clusters Score -1442614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1442620.875000 Penalty: 886.770081
	Iteration 127Q: 3 clusters Score -1442621 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1442628.000000 Penalty: 886.770081
	Iteration 128Q: 3 clusters Score -1442628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1442625.250000 Penalty: 886.770081
	Iteration 129Q: 3 clusters Score -1442625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1442630.250000 Penalty: 886.770081
	Iteration 130Q: 3 clusters Score -1442630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1442638.750000 Penalty: 886.770081
	Iteration 131Q: 3 clusters Score -1442639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1442642.250000 Penalty: 886.770081
	Iteration 132Q: 3 clusters Score -1442642 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1442648.625000 Penalty: 886.770081
	Iteration 133Q: 3 clusters Score -1442649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1442659.000000 Penalty: 886.770081
	Iteration 134Q: 3 clusters Score -1442659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1442662.875000 Penalty: 886.770081
	Iteration 135Q: 3 clusters Score -1442663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1442672.875000 Penalty: 886.770081
	Iteration 136Q: 3 clusters Score -1442673 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1442671 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1442680.000000 Penalty: 886.770081
	Iteration 138Q: 3 clusters Score -1442680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1442681.500000 Penalty: 886.770081
	Iteration 139Q: 3 clusters Score -1442682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1442686.000000 Penalty: 886.770081
	Iteration 140F: 3 clusters Score -1442686 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7437 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1442693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1442698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1442702.750000 Penalty: 886.770081
	Iteration 143Q: 3 clusters Score -1442703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1442699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1442701.000000 Penalty: 886.770081
	Iteration 145Q: 3 clusters Score -1442701 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1442697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1442701 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1442698 nChanged 46
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Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1442699 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1442701 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1442699 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1442699 nChanged 46
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Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1442695 nChanged 50
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1442691 nChanged 44
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Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1442682.000000 Penalty: 886.770081
	Iteration 155Q: 3 clusters Score -1442682 nChanged 46
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Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1442683 nChanged 31
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Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1442681 nChanged 39
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Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1442678 nChanged 41
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Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1442679 nChanged 47
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Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1442679.625000 Penalty: 886.770081
	Iteration 160F: 3 clusters Score -1442680 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1442675.125000 Penalty: 886.770081
	Iteration 161Q: 3 clusters Score -1442675 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1442671.750000 Penalty: 886.770081
	Iteration 162Q: 3 clusters Score -1442672 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1442676.125000 Penalty: 886.770081
	Iteration 163Q: 3 clusters Score -1442676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1442668.500000 Penalty: 886.770081
	Iteration 164Q: 3 clusters Score -1442668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1442660.625000 Penalty: 886.770081
	Iteration 165Q: 3 clusters Score -1442661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1442656.875000 Penalty: 886.770081
	Iteration 166Q: 3 clusters Score -1442657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1442660.250000 Penalty: 886.770081
	Iteration 167Q: 3 clusters Score -1442660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1442657.375000 Penalty: 886.770081
	Iteration 168Q: 3 clusters Score -1442657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1442656.375000 Penalty: 886.770081
	Iteration 169Q: 3 clusters Score -1442656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1442657.125000 Penalty: 886.770081
	Iteration 170Q: 3 clusters Score -1442657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1442655.000000 Penalty: 886.770081
	Iteration 171Q: 3 clusters Score -1442655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1442654.625000 Penalty: 886.770081
	Iteration 172Q: 3 clusters Score -1442655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1442656.000000 Penalty: 886.770081
	Iteration 173Q: 3 clusters Score -1442656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1442653.250000 Penalty: 886.770081
	Iteration 174Q: 3 clusters Score -1442653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1442653.625000 Penalty: 886.770081
	Iteration 175Q: 3 clusters Score -1442654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1442649.750000 Penalty: 886.770081
	Iteration 176Q: 3 clusters Score -1442650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1442651.000000 Penalty: 886.770081
	Iteration 177Q: 3 clusters Score -1442651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1442651.875000 Penalty: 886.770081
	Iteration 178Q: 3 clusters Score -1442652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1442653.625000 Penalty: 886.770081
	Iteration 179Q: 3 clusters Score -1442654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1442650.125000 Penalty: 886.770081
	Iteration 180F: 3 clusters Score -1442650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1442653.500000 Penalty: 886.770081
	Iteration 181Q: 3 clusters Score -1442654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1442651.875000 Penalty: 886.770081
	Iteration 182Q: 3 clusters Score -1442652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1442651.375000 Penalty: 886.770081
	Iteration 183Q: 3 clusters Score -1442651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1442652.375000 Penalty: 886.770081
	Iteration 184Q: 3 clusters Score -1442652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1442652.125000 Penalty: 886.770081
	Iteration 185Q: 3 clusters Score -1442652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1442652.375000 Penalty: 886.770081
	Iteration 186Q: 3 clusters Score -1442652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1442652.000000 Penalty: 886.770081
	Iteration 187Q: 3 clusters Score -1442652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1442654.000000 Penalty: 886.770081
	Iteration 188Q: 3 clusters Score -1442654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1442651.000000 Penalty: 886.770081
	Iteration 189Q: 3 clusters Score -1442651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1442649.500000 Penalty: 886.770081
	Iteration 190Q: 3 clusters Score -1442650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1442648.875000 Penalty: 886.770081
	Iteration 191Q: 3 clusters Score -1442649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1442651.250000 Penalty: 886.770081
	Iteration 192Q: 3 clusters Score -1442651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1442649.250000 Penalty: 886.770081
	Iteration 193Q: 3 clusters Score -1442649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1442651.625000 Penalty: 886.770081
	Iteration 194Q: 3 clusters Score -1442652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1442652.875000 Penalty: 886.770081
	Iteration 195Q: 3 clusters Score -1442653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1442651.000000 Penalty: 886.770081
	Iteration 196Q: 3 clusters Score -1442651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1442649.125000 Penalty: 886.770081
	Iteration 197Q: 3 clusters Score -1442649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1442649.375000 Penalty: 886.770081
	Iteration 198Q: 3 clusters Score -1442649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1442650.125000 Penalty: 886.770081
	Iteration 199Q: 3 clusters Score -1442650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1442650.875000 Penalty: 886.770081
	Iteration 200F: 3 clusters Score -1442651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1442649.375000 Penalty: 886.770081
	Iteration 201Q: 3 clusters Score -1442649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1442649.375000 Penalty: 886.770081
	Iteration 202F: 3 clusters Score -1442649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -37092.675781 Penalty: 313.476410
	Iteration 0F: 2 clusters Score -37092.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -36369.914062 Penalty: 626.952820
	Iteration 0F: 3 clusters Score -36369.91 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -37062.273438 Penalty: 626.952820
	Iteration 1F: 3 clusters Score -37062.27 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -37293.921875 Penalty: 626.952820
	Iteration 2F: 3 clusters Score -37293.92 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37431.613281 Penalty: 626.952820
	Iteration 3F: 3 clusters Score -37431.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -37495.785156 Penalty: 626.952820
	Iteration 4Q: 3 clusters Score -37495.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -37527.328125 Penalty: 626.952820
	Iteration 5Q: 3 clusters Score -37527.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -37559.753906 Penalty: 626.952820
	Iteration 6Q: 3 clusters Score -37559.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -37607.265625 Penalty: 626.952820
	Iteration 7Q: 3 clusters Score -37607.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37662.656250 Penalty: 626.952820
	Iteration 8Q: 3 clusters Score -37662.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -37692.308594 Penalty: 626.952820
	Iteration 9Q: 3 clusters Score -37692.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37710.574219 Penalty: 626.952820
	Iteration 10Q: 3 clusters Score -37710.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37723.242188 Penalty: 626.952820
	Iteration 11Q: 3 clusters Score -37723.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -37727.355469 Penalty: 626.952820
	Iteration 12Q: 3 clusters Score -37727.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -37729.613281 Penalty: 626.952820
	Iteration 13Q: 3 clusters Score -37729.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -37731.378906 Penalty: 626.952820
	Iteration 14Q: 3 clusters Score -37731.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -37732.324219 Penalty: 626.952820
	Iteration 15Q: 3 clusters Score -37732.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37732.882812 Penalty: 626.952820
	Iteration 16Q: 3 clusters Score -37732.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37732.882812 Penalty: 626.952820
	Iteration 17F: 3 clusters Score -37732.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 297 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Entering Unmasked Estep 
Score: -14135357.000000 Penalty: 51730.675781
Splitting cluster 51 changes total score from -14130286.000000 to -14135357.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 52 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -15122.821289 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -15122.82 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 136 members 
Entering Unmasked Estep 
Score: -14772.011719 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14772.01 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14906.682617 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14906.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15023.444336 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -15023.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15117.218750 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -15117.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15192.696289 Penalty: 518.129639
	Iteration 4F: 3 clusters Score -15192.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15224.530273 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -15224.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15257.546875 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -15257.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15276.117188 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -15276.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15311.475586 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -15311.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15355.364258 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -15355.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15379.345703 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -15379.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15381.235352 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -15381.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15382.952148 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -15382.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15384.567383 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -15384.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15384.567383 Penalty: 518.129639
	Iteration 14F: 3 clusters Score -15384.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Entering Unmasked Estep 
Score: -14135303.000000 Penalty: 52292.964844
Splitting cluster 52 changes total score from -14130286.000000 to -14135303.000000
So it's getting split into cluster 93.
Entering ConstructFrom: 
Trying to split cluster 53 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -9041.202148 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -9041.202 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 90 members 
Entering Unmasked Estep 
Score: -8791.853516 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -8791.854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8863.024414 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -8863.024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8906.642578 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -8906.643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8950.588867 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -8950.589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8966.458008 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -8966.458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8981.261719 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -8981.262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8993.026367 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -8993.026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8993.026367 Penalty: 474.559143
	Iteration 7F: 3 clusters Score -8993.026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -5738.114258 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -5738.114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5533.925293 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5533.925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5581.039062 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -5581.039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5592.011719 Penalty: 433.357849
	Iteration 2Q: 3 clusters Score -5592.012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5597.798340 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -5597.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5599.982422 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -5599.982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5599.982422 Penalty: 433.357849
	Iteration 5F: 3 clusters Score -5599.982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -24245.814453 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -24245.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23801.455078 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -23801.46 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23994.300781 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -23994.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24074.685547 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -24074.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24128.035156 Penalty: 556.546143
	Iteration 3F: 3 clusters Score -24128.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24164.636719 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -24164.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24228.335938 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -24228.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24251.990234 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -24251.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24261.791016 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -24261.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24266.232422 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -24266.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24268.976562 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -24268.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24272.111328 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -24272.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24273.880859 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -24273.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24276.013672 Penalty: 556.546143
	Iteration 12Q: 3 clusters Score -24276.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24278.195312 Penalty: 556.546143
	Iteration 13Q: 3 clusters Score -24278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24278.765625 Penalty: 556.546143
	Iteration 14Q: 3 clusters Score -24278.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24278.765625 Penalty: 556.546143
	Iteration 15F: 3 clusters Score -24278.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 363 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Mstep: Class 94 contains 119 members 
Entering Unmasked Estep 
Score: -14135049.000000 Penalty: 52855.253906
Splitting cluster 55 changes total score from -14130286.000000 to -14135049.000000
So it's getting split into cluster 94.
Entering ConstructFrom: 
Trying to split cluster 56 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -47395.656250 Penalty: 307.704193
	Iteration 0F: 2 clusters Score -47395.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -46668.605469 Penalty: 615.408386
	Iteration 0F: 3 clusters Score -46668.61 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46859.687500 Penalty: 615.408386
	Iteration 1F: 3 clusters Score -46859.69 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46924.515625 Penalty: 615.408386
	Iteration 2F: 3 clusters Score -46924.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -46977.207031 Penalty: 615.408386
	Iteration 3F: 3 clusters Score -46977.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47024.722656 Penalty: 615.408386
	Iteration 4F: 3 clusters Score -47024.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -47075.894531 Penalty: 615.408386
	Iteration 5F: 3 clusters Score -47075.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -47138.140625 Penalty: 615.408386
	Iteration 6F: 3 clusters Score -47138.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -47207.097656 Penalty: 615.408386
	Iteration 7F: 3 clusters Score -47207.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -47257.605469 Penalty: 615.408386
	Iteration 8Q: 3 clusters Score -47257.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -47297.003906 Penalty: 615.408386
	Iteration 9Q: 3 clusters Score -47297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -47323.753906 Penalty: 615.408386
	Iteration 10Q: 3 clusters Score -47323.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -47335.035156 Penalty: 615.408386
	Iteration 11Q: 3 clusters Score -47335.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -47339.644531 Penalty: 615.408386
	Iteration 12Q: 3 clusters Score -47339.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -47343.218750 Penalty: 615.408386
	Iteration 13Q: 3 clusters Score -47343.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -47344.968750 Penalty: 615.408386
	Iteration 14Q: 3 clusters Score -47344.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -47345.187500 Penalty: 615.408386
	Iteration 15Q: 3 clusters Score -47345.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -47345.187500 Penalty: 615.408386
	Iteration 16F: 3 clusters Score -47345.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -18450.947266 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -18450.95 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: -18110.091797 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -18110.09 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -18350.880859 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -18350.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18407.570312 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -18407.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18420.849609 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -18420.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18429.880859 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -18429.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18438.271484 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -18438.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18448.619141 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -18448.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -18451.671875 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -18451.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18452.537109 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -18452.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -18452.537109 Penalty: 536.390686
	Iteration 9F: 3 clusters Score -18452.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 379 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Mstep: Class 94 contains 119 members 
Mstep: Class 95 contains 293 members 
Entering Unmasked Estep 
Score: -14134758.000000 Penalty: 53417.542969
Splitting cluster 57 changes total score from -14130286.000000 to -14134758.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 58 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -20331.884766 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -20331.88 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 169 members 
Entering Unmasked Estep 
Score: -19961.169922 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -19961.17 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20060.242188 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -20060.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20098.041016 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -20098.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20139.935547 Penalty: 529.627563
	Iteration 3F: 3 clusters Score -20139.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20156.078125 Penalty: 529.627563
	Iteration 4Q: 3 clusters Score -20156.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20168.882812 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -20168.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20194.755859 Penalty: 529.627563
	Iteration 6Q: 3 clusters Score -20194.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20216.093750 Penalty: 529.627563
	Iteration 7Q: 3 clusters Score -20216.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20262.130859 Penalty: 529.627563
	Iteration 8Q: 3 clusters Score -20262.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20289.337891 Penalty: 529.627563
	Iteration 9Q: 3 clusters Score -20289.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20306.060547 Penalty: 529.627563
	Iteration 10Q: 3 clusters Score -20306.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20312.240234 Penalty: 529.627563
	Iteration 11Q: 3 clusters Score -20312.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20312.240234 Penalty: 529.627563
	Iteration 12F: 3 clusters Score -20312.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -22653.498047 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -22653.5 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 207 members 
Entering Unmasked Estep 
Score: -22228.654297 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -22228.65 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22432.945312 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -22432.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22561.496094 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -22561.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22714.580078 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -22714.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22910.371094 Penalty: 540.315796
	Iteration 4F: 3 clusters Score -22910.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22943.087891 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -22943.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22950.271484 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -22950.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22958.609375 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -22958.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22960.689453 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -22960.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22960.689453 Penalty: 540.315796
	Iteration 9F: 3 clusters Score -22960.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 150 members 
Mstep: Class 60 contains 363 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Mstep: Class 94 contains 119 members 
Mstep: Class 95 contains 293 members 
Mstep: Class 96 contains 229 members 
Entering Unmasked Estep 
Score: -14134771.000000 Penalty: 53979.835938
Splitting cluster 59 changes total score from -14130286.000000 to -14134771.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 60 (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: -23070.253906 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -23070.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22701.673828 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -22701.67 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22937.740234 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -22937.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23061.078125 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -23061.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23104.013672 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -23104.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23136.138672 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -23136.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23174.773438 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -23174.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23213.287109 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -23213.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -23224.279297 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -23224.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23231.345703 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -23231.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23232.050781 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -23232.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23232.050781 Penalty: 536.390686
	Iteration 10F: 3 clusters Score -23232.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 150 members 
Mstep: Class 60 contains 93 members 
Mstep: Class 61 contains 331 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Mstep: Class 94 contains 119 members 
Mstep: Class 95 contains 293 members 
Mstep: Class 96 contains 229 members 
Mstep: Class 97 contains 270 members 
Entering Unmasked Estep 
Score: -14134652.000000 Penalty: 54542.125000
Splitting cluster 60 changes total score from -14130286.000000 to -14134652.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 61 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -7531.696289 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -7531.696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7183.535645 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -7183.536 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7456.213867 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -7456.214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7506.760254 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -7506.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7556.927246 Penalty: 527.992737
	Iteration 3F: 3 clusters Score -7556.927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7593.010254 Penalty: 527.992737
	Iteration 4F: 3 clusters Score -7593.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7611.944336 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -7611.944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7624.085938 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -7624.086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7640.058105 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -7640.058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7643.986816 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -7643.987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7651.952148 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -7651.952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7654.332031 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -7654.332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7654.881836 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -7654.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7655.623535 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -7655.624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7656.552734 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -7656.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7656.552734 Penalty: 527.992737
	Iteration 14F: 3 clusters Score -7656.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 150 members 
Mstep: Class 60 contains 93 members 
Mstep: Class 61 contains 163 members 
Mstep: Class 62 contains 757 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Mstep: Class 94 contains 119 members 
Mstep: Class 95 contains 293 members 
Mstep: Class 96 contains 229 members 
Mstep: Class 97 contains 270 members 
Mstep: Class 98 contains 168 members 
Entering Unmasked Estep 
Score: -14134474.000000 Penalty: 55104.414062
Splitting cluster 61 changes total score from -14130286.000000 to -14134474.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 62 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -52777.351562 Penalty: 301.636017
	Iteration 0F: 2 clusters Score -52777.35 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 397 members 
Entering Unmasked Estep 
Score: -52164.339844 Penalty: 603.272034
	Iteration 0F: 3 clusters Score -52164.34 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -52850.234375 Penalty: 603.272034
	Iteration 1F: 3 clusters Score -52850.23 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53870.113281 Penalty: 603.272034
	Iteration 2F: 3 clusters Score -53870.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -54105.894531 Penalty: 603.272034
	Iteration 3F: 3 clusters Score -54105.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -54144.234375 Penalty: 603.272034
	Iteration 4Q: 3 clusters Score -54144.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -54155.660156 Penalty: 603.272034
	Iteration 5Q: 3 clusters Score -54155.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54167.328125 Penalty: 603.272034
	Iteration 6Q: 3 clusters Score -54167.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -54184.558594 Penalty: 603.272034
	Iteration 7Q: 3 clusters Score -54184.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -54199.035156 Penalty: 603.272034
	Iteration 8Q: 3 clusters Score -54199.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -54205.406250 Penalty: 603.272034
	Iteration 9Q: 3 clusters Score -54205.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -54207.316406 Penalty: 603.272034
	Iteration 10Q: 3 clusters Score -54207.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -54207.796875 Penalty: 603.272034
	Iteration 11Q: 3 clusters Score -54207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -54207.796875 Penalty: 603.272034
	Iteration 12F: 3 clusters Score -54207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 150 members 
Mstep: Class 60 contains 93 members 
Mstep: Class 61 contains 163 members 
Mstep: Class 62 contains 162 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Mstep: Class 94 contains 119 members 
Mstep: Class 95 contains 293 members 
Mstep: Class 96 contains 229 members 
Mstep: Class 97 contains 270 members 
Mstep: Class 98 contains 168 members 
Mstep: Class 99 contains 595 members 
Entering Unmasked Estep 
Score: -14135650.000000 Penalty: 55666.703125
Splitting cluster 62 changes total score from -14130286.000000 to -14135650.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 63 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -12053.406250 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -12053.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11750.945312 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11750.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11816.049805 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11816.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11844.919922 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11844.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11865.484375 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -11865.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11883.041016 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11883.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11943.136719 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11943.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11993.272461 Penalty: 494.070465
	Iteration 6F: 3 clusters Score -11993.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12007.993164 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -12007.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12034.676758 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -12034.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12055.487305 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -12055.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12067.640625 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -12067.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12079.826172 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -12079.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12081.787109 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -12081.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12081.787109 Penalty: 494.070465
	Iteration 13F: 3 clusters Score -12081.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 150 members 
Mstep: Class 60 contains 93 members 
Mstep: Class 61 contains 163 members 
Mstep: Class 62 contains 162 members 
Mstep: Class 63 contains 102 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 281 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Mstep: Class 94 contains 119 members 
Mstep: Class 95 contains 293 members 
Mstep: Class 96 contains 229 members 
Mstep: Class 97 contains 270 members 
Mstep: Class 98 contains 168 members 
Mstep: Class 99 contains 595 members 
Mstep: Class 100 contains 126 members 
Entering Unmasked Estep 
Score: -14135362.000000 Penalty: 56228.996094
Splitting cluster 63 changes total score from -14130286.000000 to -14135362.000000
So it's getting split into cluster 100.
Entering ConstructFrom: 
Trying to split cluster 64 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -6668.253906 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -6668.254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6443.220703 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -6443.221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6489.731445 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -6489.731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6499.779297 Penalty: 433.357849
	Iteration 2Q: 3 clusters Score -6499.779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6502.304199 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -6502.304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6507.653320 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -6507.653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6512.049805 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -6512.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6514.688477 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -6514.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6518.522461 Penalty: 433.357849
	Iteration 7Q: 3 clusters Score -6518.522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6520.664062 Penalty: 433.357849
	Iteration 8Q: 3 clusters Score -6520.664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6520.664062 Penalty: 433.357849
	Iteration 9F: 3 clusters Score -6520.664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -118147.453125 Penalty: 343.841248
	Iteration 0F: 2 clusters Score -118147.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -116750.164062 Penalty: 687.682495
	Iteration 0F: 3 clusters Score -116750.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117222.046875 Penalty: 687.682495
	Iteration 1F: 3 clusters Score -117222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -117306.078125 Penalty: 687.682495
	Iteration 2F: 3 clusters Score -117306.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -117390.984375 Penalty: 687.682495
	Iteration 3F: 3 clusters Score -117391 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -117494.148438 Penalty: 687.682495
	Iteration 4F: 3 clusters Score -117494.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -117608.140625 Penalty: 687.682495
	Iteration 5F: 3 clusters Score -117608.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -117704.851562 Penalty: 687.682495
	Iteration 6F: 3 clusters Score -117704.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -117811.140625 Penalty: 687.682495
	Iteration 7Q: 3 clusters Score -117811.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -117881.679688 Penalty: 687.682495
	Iteration 8Q: 3 clusters Score -117881.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -117910.351562 Penalty: 687.682495
	Iteration 9Q: 3 clusters Score -117910.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -117923.476562 Penalty: 687.682495
	Iteration 10Q: 3 clusters Score -117923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -117933.804688 Penalty: 687.682495
	Iteration 11Q: 3 clusters Score -117933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -117938.492188 Penalty: 687.682495
	Iteration 12Q: 3 clusters Score -117938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -117941.101562 Penalty: 687.682495
	Iteration 13Q: 3 clusters Score -117941.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -117944.484375 Penalty: 687.682495
	Iteration 14Q: 3 clusters Score -117944.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -117944.484375 Penalty: 687.682495
	Iteration 15F: 3 clusters Score -117944.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -9996.927734 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -9996.928 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 133 members 
Entering Unmasked Estep 
Score: -9722.035156 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -9722.035 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9919.659180 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -9919.659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10048.569336 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -10048.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10112.349609 Penalty: 513.090271
	Iteration 3F: 3 clusters Score -10112.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10138.397461 Penalty: 513.090271
	Iteration 4F: 3 clusters Score -10138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10149.614258 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -10149.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10158.860352 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -10158.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10160.821289 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -10160.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10161.219727 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -10161.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10161.219727 Penalty: 513.090271
	Iteration 9F: 3 clusters Score -10161.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 150 members 
Mstep: Class 60 contains 93 members 
Mstep: Class 61 contains 163 members 
Mstep: Class 62 contains 162 members 
Mstep: Class 63 contains 102 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 129 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 116 members 
Mstep: Class 71 contains 1448 members 
Mstep: Class 72 contains 180 members 
Mstep: Class 73 contains 162 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 470 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 368 members 
Mstep: Class 82 contains 28 members 
Mstep: Class 83 contains 134 members 
Mstep: Class 84 contains 2301 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 313 members 
Mstep: Class 87 contains 152 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 687 members 
Mstep: Class 90 contains 473 members 
Mstep: Class 91 contains 449 members 
Mstep: Class 92 contains 430 members 
Mstep: Class 93 contains 180 members 
Mstep: Class 94 contains 119 members 
Mstep: Class 95 contains 293 members 
Mstep: Class 96 contains 229 members 
Mstep: Class 97 contains 270 members 
Mstep: Class 98 contains 168 members 
Mstep: Class 99 contains 595 members 
Mstep: Class 100 contains 126 members 
Mstep: Class 101 contains 186 members 
Entering Unmasked Estep 
Score: -14135214.000000 Penalty: 56791.285156
Splitting cluster 66 changes total score from -14130286.000000 to -14135214.000000
So it's getting split into cluster 101.
Entering ConstructFrom: 
Trying to split cluster 67 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8086.814941 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8086.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7865.058105 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -7865.058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7914.802246 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -7914.802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7928.319336 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -7928.319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7935.460938 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -7935.461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7941.903809 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -7941.904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7942.984375 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -7942.984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7942.984375 Penalty: 442.242920
	Iteration 6F: 3 clusters Score -7942.984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 188 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 831 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 55 members 
Mstep: Class 8 contains 22350 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 526 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 182 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22593 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 599 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 65 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 947 members 
Mstep: Class 38 contains 563 members 
Mstep: Class 39 contains 9116 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 154 members 
Mstep: Class 42 contains 211 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 262 members 
Mstep: Class 49 contains 1638 members 
Mstep: Class 50 contains 17064 members 
Mstep: Class 51 contains 552 members 
Mstep: Class 52 contains 117 members 
Mstep: Class 53 contains 184 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 337 members 
Mstep: Class 59 contains 150 members 
Mstep: Class 60 contains 93 members 
Mstep: Class 61 contains 163 members 
Mstep: Class 62 contains 162 members 
Mstep: Class 63 contains 102 members 
Mstep: Class 64 contains 117 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 82. Lose 352.607635 but Gain 562.289062
Score: -14136925.000000 Penalty: 56228.996094
Iteration 119Q: 101 clusters Score -1.413692e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 178 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 930 members 
Mstep: Class 6 contains 45 members 
Mstep: Class 7 contains 57 members 
Mstep: Class 8 contains 22464 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 2356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 527 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 210 members 
Mstep: Class 22 contains 56 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 645 members 
Mstep: Class 26 contains 700 members 
Mstep: Class 27 contains 68 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 192 members 
Mstep: Class 30 contains 22741 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 603 members 
Mstep: Class 33 contains 871 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 958 members 
Mstep: Class 38 contains 567 members 
Mstep: Class 39 contains 9187 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 165 members 
Mstep: Class 42 contains 242 members 
Mstep: Class 43 contains 237 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 564 members 
Mstep: Class 47 contains 343 members 
Mstep: Class 48 contains 259 members 
Mstep: Class 49 contains 1644 members 
Mstep: Class 50 contains 17018 members 
Mstep: Class 51 contains 558 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 181 members 
Mstep: Class 54 contains 117 members 
Mstep: Class 55 contains 334 members 
Mstep: Class 56 contains 865 members 
Mstep: Class 57 contains 72 members 
Mstep: Class 58 contains 342 members 
Mstep: Class 59 contains 151 members 
Mstep: Class 60 contains 92 members 
Mstep: Class 61 contains 173 members 
Mstep: Class 62 contains 133 members 
Mstep: Class 63 contains 102 members 
Mstep: Class 64 contains 125 members 
Mstep: Class 65 contains 1914 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 128 members 
Mstep: Class 68 contains 733 members 
Mstep: Class 69 contains 215 members 
Mstep: Class 70 contains 89 members 
Mstep: Class 71 contains 1377 members 
Mstep: Class 72 contains 174 members 
Mstep: Class 73 contains 165 members 
Mstep: Class 74 contains 1795 members 
Mstep: Class 75 contains 492 members 
Mstep: Class 76 contains 475 members 
Mstep: Class 77 contains 272 members 
Mstep: Class 78 contains 1051 members 
Mstep: Class 79 contains 193 members 
Mstep: Class 80 contains 114612 members 
Mstep: Class 81 contains 363 members 
Mstep: Class 83 contains 132 members 
Mstep: Class 84 contains 2262 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 305 members 
Mstep: Class 87 contains 147 members 
Mstep: Class 88 contains 129 members 
Mstep: Class 89 contains 683 members 
Mstep: Class 90 contains 470 members 
Mstep: Class 91 contains 445 members 
Mstep: Class 92 contains 414 members 
Mstep: Class 93 contains 179 members 
Mstep: Class 94 contains 112 members 
Mstep: Class 95 contains 290 members 
Mstep: Class 96 contains 235 members 
Mstep: Class 97 contains 270 members 
Mstep: Class 98 contains 161 members 
Mstep: Class 99 contains 609 members 
Mstep: Class 100 contains 128 members 
Mstep: Class 101 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14138915.000000 Penalty: 56228.996094
Iteration 120F: 101 clusters Score -1.413892e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 162 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 942 members 
Mstep: Class 6 contains 49 members 
Mstep: Class 7 contains 54 members 
Mstep: Class 8 contains 22293 members 
Mstep: Class 9 contains 430 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 93 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 527 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 212 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 541 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 62 members 
Mstep: Class 28 contains 3083 members 
Mstep: Class 29 contains 190 members 
Mstep: Class 30 contains 22698 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 595 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 267 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 570 members 
Mstep: Class 39 contains 9055 members 
Mstep: Class 40 contains 355 members 
Mstep: Class 41 contains 163 members 
Mstep: Class 42 contains 248 members 
Mstep: Class 43 contains 237 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 576 members 
Mstep: Class 47 contains 337 members 
Mstep: Class 48 contains 257 members 
Mstep: Class 49 contains 1648 members 
Mstep: Class 50 contains 16969 members 
Mstep: Class 51 contains 553 members 
Mstep: Class 52 contains 134 members 
Mstep: Class 53 contains 175 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 331 members 
Mstep: Class 56 contains 862 members 
Mstep: Class 57 contains 72 members 
Mstep: Class 58 contains 342 members 
Mstep: Class 59 contains 151 members 
Mstep: Class 60 contains 99 members 
Mstep: Class 61 contains 178 members 
Mstep: Class 62 contains 125 members 
Mstep: Class 63 contains 102 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1915 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 117 members 
Mstep: Class 68 contains 747 members 
Mstep: Class 69 contains 216 members 
Mstep: Class 70 contains 92 members 
Mstep: Class 71 contains 1389 members 
Mstep: Class 72 contains 182 members 
Mstep: Class 73 contains 174 members 
Mstep: Class 74 contains 1840 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 481 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 1043 members 
Mstep: Class 79 contains 194 members 
Mstep: Class 80 contains 114795 members 
Mstep: Class 81 contains 360 members 
Mstep: Class 83 contains 132 members 
Mstep: Class 84 contains 2334 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 311 members 
Mstep: Class 87 contains 154 members 
Mstep: Class 88 contains 132 members 
Mstep: Class 89 contains 686 members 
Mstep: Class 90 contains 484 members 
Mstep: Class 91 contains 446 members 
Mstep: Class 92 contains 442 members 
Mstep: Class 93 contains 178 members 
Mstep: Class 94 contains 112 members 
Mstep: Class 95 contains 289 members 
Mstep: Class 96 contains 258 members 
Mstep: Class 97 contains 293 members 
Mstep: Class 98 contains 154 members 
Mstep: Class 99 contains 611 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139936.000000 Penalty: 56228.996094
Iteration 121Q: 101 clusters Score -1.413994e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 157 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 943 members 
Mstep: Class 6 contains 48 members 
Mstep: Class 7 contains 51 members 
Mstep: Class 8 contains 22144 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 93 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 214 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 650 members 
Mstep: Class 27 contains 62 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 22677 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 594 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 266 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 9002 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 160 members 
Mstep: Class 42 contains 247 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 346 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 588 members 
Mstep: Class 47 contains 333 members 
Mstep: Class 48 contains 255 members 
Mstep: Class 49 contains 1656 members 
Mstep: Class 50 contains 16930 members 
Mstep: Class 51 contains 553 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 171 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 322 members 
Mstep: Class 56 contains 855 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 344 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 102 members 
Mstep: Class 61 contains 187 members 
Mstep: Class 62 contains 118 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1915 members 
Mstep: Class 66 contains 98 members 
Mstep: Class 67 contains 111 members 
Mstep: Class 68 contains 760 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 95 members 
Mstep: Class 71 contains 1385 members 
Mstep: Class 72 contains 186 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1854 members 
Mstep: Class 75 contains 495 members 
Mstep: Class 76 contains 488 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 1041 members 
Mstep: Class 79 contains 192 members 
Mstep: Class 80 contains 114938 members 
Mstep: Class 81 contains 359 members 
Mstep: Class 83 contains 128 members 
Mstep: Class 84 contains 2366 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 315 members 
Mstep: Class 87 contains 156 members 
Mstep: Class 88 contains 133 members 
Mstep: Class 89 contains 690 members 
Mstep: Class 90 contains 487 members 
Mstep: Class 91 contains 446 members 
Mstep: Class 92 contains 456 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 112 members 
Mstep: Class 95 contains 291 members 
Mstep: Class 96 contains 264 members 
Mstep: Class 97 contains 309 members 
Mstep: Class 98 contains 150 members 
Mstep: Class 99 contains 612 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 560.830017 but Gain 562.292969
Score: -14140445.000000 Penalty: 55666.703125
Iteration 122Q: 100 clusters Score -1.414044e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 155 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 47 members 
Mstep: Class 8 contains 22034 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 93 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 531 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 215 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 63 members 
Mstep: Class 28 contains 3108 members 
Mstep: Class 29 contains 195 members 
Mstep: Class 30 contains 22665 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 594 members 
Mstep: Class 33 contains 842 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 267 members 
Mstep: Class 37 contains 961 members 
Mstep: Class 38 contains 577 members 
Mstep: Class 39 contains 8966 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 158 members 
Mstep: Class 42 contains 248 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 345 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 590 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 254 members 
Mstep: Class 49 contains 1660 members 
Mstep: Class 50 contains 16905 members 
Mstep: Class 51 contains 554 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 171 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 317 members 
Mstep: Class 56 contains 852 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 162 members 
Mstep: Class 60 contains 105 members 
Mstep: Class 61 contains 225 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1915 members 
Mstep: Class 66 contains 98 members 
Mstep: Class 67 contains 107 members 
Mstep: Class 68 contains 774 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 113 members 
Mstep: Class 71 contains 1390 members 
Mstep: Class 72 contains 187 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1861 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 492 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 1032 members 
Mstep: Class 79 contains 190 members 
Mstep: Class 80 contains 115039 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 127 members 
Mstep: Class 84 contains 2387 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 317 members 
Mstep: Class 87 contains 158 members 
Mstep: Class 88 contains 134 members 
Mstep: Class 89 contains 691 members 
Mstep: Class 90 contains 494 members 
Mstep: Class 91 contains 446 members 
Mstep: Class 92 contains 461 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 110 members 
Mstep: Class 95 contains 291 members 
Mstep: Class 96 contains 267 members 
Mstep: Class 97 contains 321 members 
Mstep: Class 98 contains 146 members 
Mstep: Class 99 contains 614 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140817.000000 Penalty: 55666.703125
Iteration 123Q: 100 clusters Score -1.414082e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 47 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 93 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 218 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 622 members 
Mstep: Class 27 contains 68 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22665 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 594 members 
Mstep: Class 33 contains 838 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 577 members 
Mstep: Class 39 contains 8935 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 253 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 594 members 
Mstep: Class 47 contains 330 members 
Mstep: Class 48 contains 252 members 
Mstep: Class 49 contains 1661 members 
Mstep: Class 50 contains 16882 members 
Mstep: Class 51 contains 555 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 171 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 316 members 
Mstep: Class 56 contains 855 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 349 members 
Mstep: Class 59 contains 166 members 
Mstep: Class 60 contains 105 members 
Mstep: Class 61 contains 232 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1915 members 
Mstep: Class 66 contains 99 members 
Mstep: Class 67 contains 106 members 
Mstep: Class 68 contains 778 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1406 members 
Mstep: Class 72 contains 189 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1864 members 
Mstep: Class 75 contains 495 members 
Mstep: Class 76 contains 492 members 
Mstep: Class 77 contains 273 members 
Mstep: Class 78 contains 1027 members 
Mstep: Class 79 contains 183 members 
Mstep: Class 80 contains 115106 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 2405 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 318 members 
Mstep: Class 87 contains 159 members 
Mstep: Class 88 contains 135 members 
Mstep: Class 89 contains 690 members 
Mstep: Class 90 contains 499 members 
Mstep: Class 91 contains 445 members 
Mstep: Class 92 contains 463 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 107 members 
Mstep: Class 95 contains 291 members 
Mstep: Class 96 contains 273 members 
Mstep: Class 97 contains 329 members 
Mstep: Class 98 contains 142 members 
Mstep: Class 99 contains 619 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140922.000000 Penalty: 55666.703125
Iteration 124Q: 100 clusters Score -1.414092e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 47 members 
Mstep: Class 8 contains 21874 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 93 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 781 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 219 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 634 members 
Mstep: Class 26 contains 615 members 
Mstep: Class 27 contains 74 members 
Mstep: Class 28 contains 3129 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22671 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 594 members 
Mstep: Class 33 contains 835 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 269 members 
Mstep: Class 37 contains 964 members 
Mstep: Class 38 contains 578 members 
Mstep: Class 39 contains 8898 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 258 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 595 members 
Mstep: Class 47 contains 326 members 
Mstep: Class 48 contains 251 members 
Mstep: Class 49 contains 1662 members 
Mstep: Class 50 contains 16863 members 
Mstep: Class 51 contains 558 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 171 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 314 members 
Mstep: Class 56 contains 863 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 349 members 
Mstep: Class 59 contains 170 members 
Mstep: Class 60 contains 108 members 
Mstep: Class 61 contains 235 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 104 members 
Mstep: Class 68 contains 779 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 113 members 
Mstep: Class 71 contains 1414 members 
Mstep: Class 72 contains 189 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1867 members 
Mstep: Class 75 contains 498 members 
Mstep: Class 76 contains 491 members 
Mstep: Class 77 contains 272 members 
Mstep: Class 78 contains 1022 members 
Mstep: Class 79 contains 176 members 
Mstep: Class 80 contains 115157 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 2419 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 320 members 
Mstep: Class 87 contains 161 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 691 members 
Mstep: Class 90 contains 504 members 
Mstep: Class 91 contains 445 members 
Mstep: Class 92 contains 463 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 291 members 
Mstep: Class 96 contains 279 members 
Mstep: Class 97 contains 331 members 
Mstep: Class 98 contains 137 members 
Mstep: Class 99 contains 623 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141124.000000 Penalty: 55666.703125
Iteration 125Q: 100 clusters Score -1.414112e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21815 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 997 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 544 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 76 members 
Mstep: Class 28 contains 3137 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22674 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 593 members 
Mstep: Class 33 contains 829 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 269 members 
Mstep: Class 37 contains 967 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8872 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 263 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 324 members 
Mstep: Class 48 contains 251 members 
Mstep: Class 49 contains 1664 members 
Mstep: Class 50 contains 16844 members 
Mstep: Class 51 contains 558 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 310 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 71 members 
Mstep: Class 58 contains 349 members 
Mstep: Class 59 contains 171 members 
Mstep: Class 60 contains 109 members 
Mstep: Class 61 contains 235 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 103 members 
Mstep: Class 68 contains 768 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1416 members 
Mstep: Class 72 contains 189 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1874 members 
Mstep: Class 75 contains 499 members 
Mstep: Class 76 contains 492 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1012 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115202 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 125 members 
Mstep: Class 84 contains 2424 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 321 members 
Mstep: Class 87 contains 164 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 692 members 
Mstep: Class 90 contains 508 members 
Mstep: Class 91 contains 445 members 
Mstep: Class 92 contains 467 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 103 members 
Mstep: Class 95 contains 291 members 
Mstep: Class 96 contains 285 members 
Mstep: Class 97 contains 339 members 
Mstep: Class 98 contains 138 members 
Mstep: Class 99 contains 629 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141266.000000 Penalty: 55666.703125
Iteration 126Q: 100 clusters Score -1.414127e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1000 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 642 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 77 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22671 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 593 members 
Mstep: Class 33 contains 823 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8859 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 263 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 320 members 
Mstep: Class 48 contains 251 members 
Mstep: Class 49 contains 1666 members 
Mstep: Class 50 contains 16821 members 
Mstep: Class 51 contains 558 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 308 members 
Mstep: Class 56 contains 871 members 
Mstep: Class 57 contains 70 members 
Mstep: Class 58 contains 349 members 
Mstep: Class 59 contains 172 members 
Mstep: Class 60 contains 109 members 
Mstep: Class 61 contains 230 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 101 members 
Mstep: Class 68 contains 753 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1418 members 
Mstep: Class 72 contains 189 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1876 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 490 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 1005 members 
Mstep: Class 79 contains 172 members 
Mstep: Class 80 contains 115236 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 125 members 
Mstep: Class 84 contains 2428 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 323 members 
Mstep: Class 87 contains 166 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 511 members 
Mstep: Class 91 contains 445 members 
Mstep: Class 92 contains 469 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 103 members 
Mstep: Class 95 contains 292 members 
Mstep: Class 96 contains 289 members 
Mstep: Class 97 contains 344 members 
Mstep: Class 98 contains 143 members 
Mstep: Class 99 contains 640 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141551.000000 Penalty: 55666.703125
Iteration 127Q: 100 clusters Score -1.414155e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21737 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1000 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 550 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 646 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3150 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22666 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 822 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 970 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8848 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 265 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 315 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1670 members 
Mstep: Class 50 contains 16804 members 
Mstep: Class 51 contains 558 members 
Mstep: Class 52 contains 137 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 305 members 
Mstep: Class 56 contains 873 members 
Mstep: Class 57 contains 69 members 
Mstep: Class 58 contains 349 members 
Mstep: Class 59 contains 173 members 
Mstep: Class 60 contains 108 members 
Mstep: Class 61 contains 233 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 99 members 
Mstep: Class 68 contains 749 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1421 members 
Mstep: Class 72 contains 189 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1875 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 488 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 999 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115268 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 125 members 
Mstep: Class 84 contains 2435 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 325 members 
Mstep: Class 87 contains 167 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 516 members 
Mstep: Class 91 contains 444 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 103 members 
Mstep: Class 95 contains 293 members 
Mstep: Class 96 contains 291 members 
Mstep: Class 97 contains 346 members 
Mstep: Class 98 contains 142 members 
Mstep: Class 99 contains 647 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141775.000000 Penalty: 55666.703125
Iteration 128Q: 100 clusters Score -1.414178e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1001 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 543 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3156 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22659 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 970 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8840 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 267 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 311 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1674 members 
Mstep: Class 50 contains 16796 members 
Mstep: Class 51 contains 558 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 303 members 
Mstep: Class 56 contains 874 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 174 members 
Mstep: Class 60 contains 109 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 747 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1421 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1875 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 485 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115289 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 125 members 
Mstep: Class 84 contains 2443 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 172 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 519 members 
Mstep: Class 91 contains 444 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 103 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 346 members 
Mstep: Class 98 contains 134 members 
Mstep: Class 99 contains 652 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141874.000000 Penalty: 55666.703125
Iteration 129Q: 100 clusters Score -1.414187e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21678 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2418 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1001 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3163 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22657 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 588 members 
Mstep: Class 33 contains 822 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8828 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 269 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 308 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1678 members 
Mstep: Class 50 contains 16794 members 
Mstep: Class 51 contains 559 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 300 members 
Mstep: Class 56 contains 874 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 108 members 
Mstep: Class 61 contains 244 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 743 members 
Mstep: Class 69 contains 222 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1877 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 482 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 987 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115306 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 125 members 
Mstep: Class 84 contains 2450 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 174 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 521 members 
Mstep: Class 91 contains 444 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 104 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 347 members 
Mstep: Class 98 contains 129 members 
Mstep: Class 99 contains 657 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142119.000000 Penalty: 55666.703125
Iteration 130Q: 100 clusters Score -1.414212e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 960 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21658 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1002 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 540 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22654 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 822 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8817 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 272 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 307 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1680 members 
Mstep: Class 50 contains 16791 members 
Mstep: Class 51 contains 560 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 299 members 
Mstep: Class 56 contains 870 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 107 members 
Mstep: Class 61 contains 246 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 741 members 
Mstep: Class 69 contains 222 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1425 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1879 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 479 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 989 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115326 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 125 members 
Mstep: Class 84 contains 2454 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 176 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 522 members 
Mstep: Class 91 contains 444 members 
Mstep: Class 92 contains 469 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 104 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 348 members 
Mstep: Class 98 contains 127 members 
Mstep: Class 99 contains 664 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142145.000000 Penalty: 55666.703125
Iteration 131Q: 100 clusters Score -1.414214e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21638 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3177 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22655 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 822 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8810 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 303 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1682 members 
Mstep: Class 50 contains 16787 members 
Mstep: Class 51 contains 561 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 298 members 
Mstep: Class 56 contains 868 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 106 members 
Mstep: Class 61 contains 245 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 741 members 
Mstep: Class 69 contains 224 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1879 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 478 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115334 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 124 members 
Mstep: Class 84 contains 2458 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 176 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 524 members 
Mstep: Class 91 contains 442 members 
Mstep: Class 92 contains 469 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 104 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 350 members 
Mstep: Class 98 contains 129 members 
Mstep: Class 99 contains 669 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142226.000000 Penalty: 55666.703125
Iteration 132Q: 100 clusters Score -1.414223e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21620 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 603 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3181 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22657 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8805 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 299 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1682 members 
Mstep: Class 50 contains 16783 members 
Mstep: Class 51 contains 563 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 296 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 105 members 
Mstep: Class 61 contains 244 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 744 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1426 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1880 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 480 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 993 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115348 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 123 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 176 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 527 members 
Mstep: Class 91 contains 442 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 104 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 351 members 
Mstep: Class 98 contains 129 members 
Mstep: Class 99 contains 672 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142269.000000 Penalty: 55666.703125
Iteration 133Q: 100 clusters Score -1.414227e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21602 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 568 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3189 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22657 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8803 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 297 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1682 members 
Mstep: Class 50 contains 16780 members 
Mstep: Class 51 contains 563 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 292 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 104 members 
Mstep: Class 61 contains 242 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 746 members 
Mstep: Class 69 contains 226 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1427 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1881 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 481 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115361 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 122 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 177 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 528 members 
Mstep: Class 91 contains 442 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 104 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 354 members 
Mstep: Class 98 contains 130 members 
Mstep: Class 99 contains 674 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142291.000000 Penalty: 55666.703125
Iteration 134Q: 100 clusters Score -1.414229e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21585 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 578 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22656 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8802 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 274 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 296 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1682 members 
Mstep: Class 50 contains 16775 members 
Mstep: Class 51 contains 566 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 103 members 
Mstep: Class 61 contains 241 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 746 members 
Mstep: Class 69 contains 226 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1427 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1882 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 476 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115378 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 120 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 529 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 104 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 358 members 
Mstep: Class 98 contains 129 members 
Mstep: Class 99 contains 676 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142324.000000 Penalty: 55666.703125
Iteration 135Q: 100 clusters Score -1.414232e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21567 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 595 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22656 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 275 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 294 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1682 members 
Mstep: Class 50 contains 16773 members 
Mstep: Class 51 contains 567 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 103 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 745 members 
Mstep: Class 69 contains 226 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1427 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 465 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115395 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 120 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 531 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 364 members 
Mstep: Class 98 contains 130 members 
Mstep: Class 99 contains 678 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142337.000000 Penalty: 55666.703125
Iteration 136Q: 100 clusters Score -1.414234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21559 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22657 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 275 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 293 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1682 members 
Mstep: Class 50 contains 16772 members 
Mstep: Class 51 contains 567 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 282 members 
Mstep: Class 56 contains 870 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 102 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 744 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1426 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 456 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115401 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 533 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 371 members 
Mstep: Class 98 contains 130 members 
Mstep: Class 99 contains 678 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142349.000000 Penalty: 55666.703125
Iteration 137Q: 100 clusters Score -1.414235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21549 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22658 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 275 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 293 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1683 members 
Mstep: Class 50 contains 16769 members 
Mstep: Class 51 contains 567 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 281 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 742 members 
Mstep: Class 69 contains 224 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1426 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 448 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115410 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 120 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 534 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 376 members 
Mstep: Class 98 contains 130 members 
Mstep: Class 99 contains 680 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142363.000000 Penalty: 55666.703125
Iteration 138Q: 100 clusters Score -1.414236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 957 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21540 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2418 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 581 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22658 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 275 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 294 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1686 members 
Mstep: Class 50 contains 16769 members 
Mstep: Class 51 contains 567 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 281 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 742 members 
Mstep: Class 69 contains 223 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1425 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 439 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115416 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 120 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 534 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 380 members 
Mstep: Class 98 contains 130 members 
Mstep: Class 99 contains 682 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142384.000000 Penalty: 55666.703125
Iteration 139Q: 100 clusters Score -1.414238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21532 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22658 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8801 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 275 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 295 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1688 members 
Mstep: Class 50 contains 16768 members 
Mstep: Class 51 contains 567 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 281 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 238 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 127 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 101 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 744 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 112 members 
Mstep: Class 71 contains 1425 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 433 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115422 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 120 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 535 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 385 members 
Mstep: Class 98 contains 130 members 
Mstep: Class 99 contains 684 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142481.000000 Penalty: 55666.703125
Iteration 140F: 100 clusters Score -1.414248e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21523 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22658 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8800 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 293 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16768 members 
Mstep: Class 51 contains 567 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 280 members 
Mstep: Class 56 contains 870 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 744 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1425 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 431 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 120 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 537 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 394 members 
Mstep: Class 98 contains 131 members 
Mstep: Class 99 contains 686 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142543.000000 Penalty: 55666.703125
Iteration 141Q: 100 clusters Score -1.414254e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 656 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22659 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 580 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 293 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16767 members 
Mstep: Class 51 contains 566 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 279 members 
Mstep: Class 56 contains 871 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 179 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 747 members 
Mstep: Class 69 contains 219 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 427 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115433 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 538 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 401 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 688 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142585.000000 Penalty: 55666.703125
Iteration 142Q: 100 clusters Score -1.414258e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22662 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8797 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 292 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16763 members 
Mstep: Class 51 contains 566 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 278 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 745 members 
Mstep: Class 69 contains 219 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1426 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 419 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115430 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 539 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 469 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 405 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 691 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142611.000000 Penalty: 55666.703125
Iteration 143Q: 100 clusters Score -1.414261e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 952 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 550 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 290 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16761 members 
Mstep: Class 51 contains 565 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 277 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 741 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1429 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 408 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 540 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 413 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 697 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142641.000000 Penalty: 55666.703125
Iteration 144Q: 100 clusters Score -1.414264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 951 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 663 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 289 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16760 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 274 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 740 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1430 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 402 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 991 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 106 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 415 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 703 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142633.000000 Penalty: 55666.703125
Iteration 145Q: 100 clusters Score -1.414263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16756 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 272 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 732 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1430 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 399 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 106 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 417 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 714 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142636.000000 Penalty: 55666.703125
Iteration 146Q: 100 clusters Score -1.414264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 546 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16751 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 272 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 734 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1427 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 392 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 418 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 717 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142648.000000 Penalty: 55666.703125
Iteration 147Q: 100 clusters Score -1.414265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 679 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16743 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 272 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 735 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 719 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142652.000000 Penalty: 55666.703125
Iteration 148Q: 100 clusters Score -1.414265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 682 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16738 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 272 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 736 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1427 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 386 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142664.000000 Penalty: 55666.703125
Iteration 149Q: 100 clusters Score -1.414266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 947 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 684 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16733 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 272 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 737 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1427 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 384 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142670.000000 Penalty: 55666.703125
Iteration 150Q: 100 clusters Score -1.414267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 947 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 686 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16732 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 271 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 738 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1427 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 383 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142676.000000 Penalty: 55666.703125
Iteration 151Q: 100 clusters Score -1.414268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16730 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1427 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 383 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142680.000000 Penalty: 55666.703125
Iteration 152Q: 100 clusters Score -1.414268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16721 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142689.000000 Penalty: 55666.703125
Iteration 153Q: 100 clusters Score -1.414269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16719 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142690.000000 Penalty: 55666.703125
Iteration 154Q: 100 clusters Score -1.414269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16718 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142692.000000 Penalty: 55666.703125
Iteration 155Q: 100 clusters Score -1.414269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142695.000000 Penalty: 55666.703125
Iteration 156Q: 100 clusters Score -1.41427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 946 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142695.000000 Penalty: 55666.703125
Iteration 157F: 100 clusters Score -1.41427e+07 nChanged 0
Entering ConstructFrom: 
Score: -14142695.000000 Penalty: 55666.703125
Entering ConstructFrom: 
Trying to split cluster 1 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -38462.746094 Penalty: 292.844849
	Iteration 0F: 2 clusters Score -38462.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37918.804688 Penalty: 585.689697
	Iteration 0F: 3 clusters Score -37918.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38161.261719 Penalty: 585.689697
	Iteration 1F: 3 clusters Score -38161.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38230.167969 Penalty: 585.689697
	Iteration 2F: 3 clusters Score -38230.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38303.519531 Penalty: 585.689697
	Iteration 3F: 3 clusters Score -38303.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38329.308594 Penalty: 585.689697
	Iteration 4Q: 3 clusters Score -38329.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38343.335938 Penalty: 585.689697
	Iteration 5Q: 3 clusters Score -38343.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38350.617188 Penalty: 585.689697
	Iteration 6Q: 3 clusters Score -38350.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38369.757812 Penalty: 585.689697
	Iteration 7Q: 3 clusters Score -38369.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38380.261719 Penalty: 585.689697
	Iteration 8Q: 3 clusters Score -38380.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38385.660156 Penalty: 585.689697
	Iteration 9Q: 3 clusters Score -38385.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -38391.453125 Penalty: 585.689697
	Iteration 10Q: 3 clusters Score -38391.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38397.339844 Penalty: 585.689697
	Iteration 11Q: 3 clusters Score -38397.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38410.406250 Penalty: 585.689697
	Iteration 12Q: 3 clusters Score -38410.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38419.410156 Penalty: 585.689697
	Iteration 13Q: 3 clusters Score -38419.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38424.554688 Penalty: 585.689697
	Iteration 14Q: 3 clusters Score -38424.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38432.382812 Penalty: 585.689697
	Iteration 15Q: 3 clusters Score -38432.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38436.628906 Penalty: 585.689697
	Iteration 16Q: 3 clusters Score -38436.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38437.203125 Penalty: 585.689697
	Iteration 17Q: 3 clusters Score -38437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38438.453125 Penalty: 585.689697
	Iteration 18Q: 3 clusters Score -38438.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38439.179688 Penalty: 585.689697
	Iteration 19Q: 3 clusters Score -38439.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38439.824219 Penalty: 585.689697
	Iteration 20F: 3 clusters Score -38439.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38440.246094 Penalty: 585.689697
	Iteration 21Q: 3 clusters Score -38440.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38440.246094 Penalty: 585.689697
	Iteration 22F: 3 clusters Score -38440.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -10245.014648 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -10245.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10000.421875 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -10000.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10087.904297 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -10087.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10112.214844 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -10112.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10115.654297 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -10115.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10119.545898 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -10119.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10121.606445 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -10121.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10128.500977 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -10128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10135.854492 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -10135.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10141.889648 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -10141.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10143.569336 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -10143.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10144.056641 Penalty: 459.536926
	Iteration 10Q: 3 clusters Score -10144.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10144.968750 Penalty: 459.536926
	Iteration 11Q: 3 clusters Score -10144.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10144.968750 Penalty: 459.536926
	Iteration 12F: 3 clusters Score -10144.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5366.028809 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5366.029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5164.758789 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5164.759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5217.168945 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5217.169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5237.689453 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -5237.689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5246.889648 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5246.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5252.753906 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -5252.754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5260.385254 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -5260.385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5261.424316 Penalty: 423.510376
	Iteration 6Q: 3 clusters Score -5261.424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5261.424316 Penalty: 423.510376
	Iteration 7F: 3 clusters Score -5261.424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -56996.203125 Penalty: 316.738983
	Iteration 0F: 2 clusters Score -56996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -56154.156250 Penalty: 633.477966
	Iteration 0F: 3 clusters Score -56154.16 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -56416.562500 Penalty: 633.477966
	Iteration 1F: 3 clusters Score -56416.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -56458.605469 Penalty: 633.477966
	Iteration 2F: 3 clusters Score -56458.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -56495.019531 Penalty: 633.477966
	Iteration 3F: 3 clusters Score -56495.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -56512.976562 Penalty: 633.477966
	Iteration 4Q: 3 clusters Score -56512.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -56531.652344 Penalty: 633.477966
	Iteration 5Q: 3 clusters Score -56531.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56555.484375 Penalty: 633.477966
	Iteration 6Q: 3 clusters Score -56555.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -56574.398438 Penalty: 633.477966
	Iteration 7Q: 3 clusters Score -56574.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -56587.394531 Penalty: 633.477966
	Iteration 8Q: 3 clusters Score -56587.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -56605.976562 Penalty: 633.477966
	Iteration 9Q: 3 clusters Score -56605.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -56627.132812 Penalty: 633.477966
	Iteration 10Q: 3 clusters Score -56627.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -56644.539062 Penalty: 633.477966
	Iteration 11Q: 3 clusters Score -56644.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56654.632812 Penalty: 633.477966
	Iteration 12Q: 3 clusters Score -56654.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -56659.605469 Penalty: 633.477966
	Iteration 13Q: 3 clusters Score -56659.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56664.746094 Penalty: 633.477966
	Iteration 14Q: 3 clusters Score -56664.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -56665.503906 Penalty: 633.477966
	Iteration 15Q: 3 clusters Score -56665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -56667.433594 Penalty: 633.477966
	Iteration 16Q: 3 clusters Score -56667.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -56668.007812 Penalty: 633.477966
	Iteration 17Q: 3 clusters Score -56668.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -56668.925781 Penalty: 633.477966
	Iteration 18Q: 3 clusters Score -56668.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -56670.074219 Penalty: 633.477966
	Iteration 19Q: 3 clusters Score -56670.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -56671.050781 Penalty: 633.477966
	Iteration 20F: 3 clusters Score -56671.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -56671.457031 Penalty: 633.477966
	Iteration 21Q: 3 clusters Score -56671.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56671.675781 Penalty: 633.477966
	Iteration 22Q: 3 clusters Score -56671.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56671.761719 Penalty: 633.477966
	Iteration 23Q: 3 clusters Score -56671.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56671.761719 Penalty: 633.477966
	Iteration 24F: 3 clusters Score -56671.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -70126.789062 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -70126.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69353.210938 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -69353.21 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69639.789062 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -69639.79 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -69725.710938 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -69725.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69806.187500 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -69806.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -69879.859375 Penalty: 623.554077
	Iteration 4F: 3 clusters Score -69879.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -69957.453125 Penalty: 623.554077
	Iteration 5F: 3 clusters Score -69957.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -70067.937500 Penalty: 623.554077
	Iteration 6F: 3 clusters Score -70067.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -70282.031250 Penalty: 623.554077
	Iteration 7F: 3 clusters Score -70282.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70513.601562 Penalty: 623.554077
	Iteration 8F: 3 clusters Score -70513.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -70657.390625 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -70657.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70674.085938 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -70674.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70675.085938 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -70675.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70676.242188 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -70676.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70676.367188 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -70676.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70676.367188 Penalty: 623.554077
	Iteration 14F: 3 clusters Score -70676.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 21517 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
Score: -14142984.000000 Penalty: 56228.996094
Splitting cluster 5 changes total score from -14142695.000000 to -14142984.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -2426.791016 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -2426.791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2300.366943 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -2300.367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2315.123535 Penalty: 348.406372
	Iteration 1F: 3 clusters Score -2315.124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Entering Unmasked Estep 
Score: -1285055.375000 Penalty: 453.935242
	Iteration 0F: 2 clusters Score -1285055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1270671.625000 Penalty: 907.870483
	Iteration 0F: 3 clusters Score -1270672 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1276976.250000 Penalty: 907.870483
	Iteration 1F: 3 clusters Score -1276976 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1277605.250000 Penalty: 907.870483
	Iteration 2F: 3 clusters Score -1277605 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1278447.750000 Penalty: 907.870483
	Iteration 3F: 3 clusters Score -1278448 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1279551.000000 Penalty: 907.870483
	Iteration 4F: 3 clusters Score -1279551 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1280769.375000 Penalty: 907.870483
	Iteration 5F: 3 clusters Score -1280769 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1281550.500000 Penalty: 907.870483
	Iteration 6F: 3 clusters Score -1281550 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1281903.625000 Penalty: 907.870483
	Iteration 7Q: 3 clusters Score -1281904 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1282138.375000 Penalty: 907.870483
	Iteration 8Q: 3 clusters Score -1282138 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1282306.500000 Penalty: 907.870483
	Iteration 9Q: 3 clusters Score -1282306 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1282465.500000 Penalty: 907.870483
	Iteration 10Q: 3 clusters Score -1282466 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1282615.625000 Penalty: 907.870483
	Iteration 11Q: 3 clusters Score -1282616 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1282747.500000 Penalty: 907.870483
	Iteration 12Q: 3 clusters Score -1282748 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1282896.500000 Penalty: 907.870483
	Iteration 13Q: 3 clusters Score -1282896 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1283061.625000 Penalty: 907.870483
	Iteration 14Q: 3 clusters Score -1283062 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1283233.500000 Penalty: 907.870483
	Iteration 15Q: 3 clusters Score -1283234 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1283416.750000 Penalty: 907.870483
	Iteration 16Q: 3 clusters Score -1283417 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1283582.000000 Penalty: 907.870483
	Iteration 17Q: 3 clusters Score -1283582 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1283739.500000 Penalty: 907.870483
	Iteration 18Q: 3 clusters Score -1283740 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1283864.250000 Penalty: 907.870483
	Iteration 19Q: 3 clusters Score -1283864 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1283979.000000 Penalty: 907.870483
	Iteration 20F: 3 clusters Score -1283979 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1284083.000000 Penalty: 907.870483
	Iteration 21Q: 3 clusters Score -1284083 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1284191.375000 Penalty: 907.870483
	Iteration 22Q: 3 clusters Score -1284191 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1284279.625000 Penalty: 907.870483
	Iteration 23Q: 3 clusters Score -1284280 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1284364.375000 Penalty: 907.870483
	Iteration 24Q: 3 clusters Score -1284364 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1284422.625000 Penalty: 907.870483
	Iteration 25Q: 3 clusters Score -1284423 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1284464.125000 Penalty: 907.870483
	Iteration 26Q: 3 clusters Score -1284464 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1284497.750000 Penalty: 907.870483
	Iteration 27Q: 3 clusters Score -1284498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1284528.125000 Penalty: 907.870483
	Iteration 28Q: 3 clusters Score -1284528 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1284557.625000 Penalty: 907.870483
	Iteration 29Q: 3 clusters Score -1284558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1284583.875000 Penalty: 907.870483
	Iteration 30Q: 3 clusters Score -1284584 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1284611.250000 Penalty: 907.870483
	Iteration 31Q: 3 clusters Score -1284611 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1284635.750000 Penalty: 907.870483
	Iteration 32Q: 3 clusters Score -1284636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1284670.375000 Penalty: 907.870483
	Iteration 33Q: 3 clusters Score -1284670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1284697.000000 Penalty: 907.870483
	Iteration 34Q: 3 clusters Score -1284697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1284720.875000 Penalty: 907.870483
	Iteration 35Q: 3 clusters Score -1284721 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1284748.000000 Penalty: 907.870483
	Iteration 36Q: 3 clusters Score -1284748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1284779.875000 Penalty: 907.870483
	Iteration 37Q: 3 clusters Score -1284780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1284811.250000 Penalty: 907.870483
	Iteration 38Q: 3 clusters Score -1284811 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1284842.000000 Penalty: 907.870483
	Iteration 39Q: 3 clusters Score -1284842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1284867.375000 Penalty: 907.870483
	Iteration 40F: 3 clusters Score -1284867 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1284886.750000 Penalty: 907.870483
	Iteration 41Q: 3 clusters Score -1284887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1284911.625000 Penalty: 907.870483
	Iteration 42Q: 3 clusters Score -1284912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1284935.125000 Penalty: 907.870483
	Iteration 43Q: 3 clusters Score -1284935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1284950.750000 Penalty: 907.870483
	Iteration 44Q: 3 clusters Score -1284951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1284978.875000 Penalty: 907.870483
	Iteration 45Q: 3 clusters Score -1284979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1284990.125000 Penalty: 907.870483
	Iteration 46Q: 3 clusters Score -1284990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1285004.750000 Penalty: 907.870483
	Iteration 47Q: 3 clusters Score -1285005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1285018.250000 Penalty: 907.870483
	Iteration 48Q: 3 clusters Score -1285018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1285036.875000 Penalty: 907.870483
	Iteration 49Q: 3 clusters Score -1285037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1285041.875000 Penalty: 907.870483
	Iteration 50Q: 3 clusters Score -1285042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1285048.750000 Penalty: 907.870483
	Iteration 51Q: 3 clusters Score -1285049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1285055.250000 Penalty: 907.870483
	Iteration 52Q: 3 clusters Score -1285055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1285065.000000 Penalty: 907.870483
	Iteration 53Q: 3 clusters Score -1285065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1285069.250000 Penalty: 907.870483
	Iteration 54Q: 3 clusters Score -1285069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1285070.250000 Penalty: 907.870483
	Iteration 55Q: 3 clusters Score -1285070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1285070.625000 Penalty: 907.870483
	Iteration 56Q: 3 clusters Score -1285071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1285070.875000 Penalty: 907.870483
	Iteration 57Q: 3 clusters Score -1285071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1285071.125000 Penalty: 907.870483
	Iteration 58Q: 3 clusters Score -1285071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1285070.375000 Penalty: 907.870483
	Iteration 59Q: 3 clusters Score -1285070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1285070.375000 Penalty: 907.870483
	Iteration 60F: 3 clusters Score -1285070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
Score: -14142890.000000 Penalty: 56791.285156
Splitting cluster 8 changes total score from -14142695.000000 to -14142890.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 9 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -23007.431641 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -23007.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22555.177734 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -22555.18 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -22677.912109 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -22677.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22702.580078 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -22702.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22711.925781 Penalty: 550.953979
	Iteration 3Q: 3 clusters Score -22711.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22719.130859 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -22719.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22723.753906 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -22723.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22726.134766 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -22726.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22730.753906 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -22730.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22734.722656 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -22734.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22739.431641 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -22739.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22745.265625 Penalty: 550.953979
	Iteration 10Q: 3 clusters Score -22745.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22750.667969 Penalty: 550.953979
	Iteration 11Q: 3 clusters Score -22750.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22755.015625 Penalty: 550.953979
	Iteration 12Q: 3 clusters Score -22755.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22755.769531 Penalty: 550.953979
	Iteration 13Q: 3 clusters Score -22755.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22756.453125 Penalty: 550.953979
	Iteration 14Q: 3 clusters Score -22756.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22758.548828 Penalty: 550.953979
	Iteration 15Q: 3 clusters Score -22758.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22760.248047 Penalty: 550.953979
	Iteration 16Q: 3 clusters Score -22760.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22762.126953 Penalty: 550.953979
	Iteration 17Q: 3 clusters Score -22762.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22762.906250 Penalty: 550.953979
	Iteration 18Q: 3 clusters Score -22762.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22763.314453 Penalty: 550.953979
	Iteration 19Q: 3 clusters Score -22763.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22763.314453 Penalty: 550.953979
	Iteration 20F: 3 clusters Score -22763.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -199261.953125 Penalty: 354.870148
	Iteration 0F: 2 clusters Score -199262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -197534.250000 Penalty: 709.740295
	Iteration 0F: 3 clusters Score -197534.2 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -198234.187500 Penalty: 709.740295
	Iteration 1F: 3 clusters Score -198234.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -198362.687500 Penalty: 709.740295
	Iteration 2F: 3 clusters Score -198362.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -198473.203125 Penalty: 709.740295
	Iteration 3F: 3 clusters Score -198473.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -198571.546875 Penalty: 709.740295
	Iteration 4F: 3 clusters Score -198571.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -198670.375000 Penalty: 709.740295
	Iteration 5Q: 3 clusters Score -198670.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -198763.718750 Penalty: 709.740295
	Iteration 6Q: 3 clusters Score -198763.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -198867.093750 Penalty: 709.740295
	Iteration 7F: 3 clusters Score -198867.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -198934.781250 Penalty: 709.740295
	Iteration 8Q: 3 clusters Score -198934.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -198991.359375 Penalty: 709.740295
	Iteration 9Q: 3 clusters Score -198991.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -199042.828125 Penalty: 709.740295
	Iteration 10Q: 3 clusters Score -199042.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -199084.765625 Penalty: 709.740295
	Iteration 11Q: 3 clusters Score -199084.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -199116.125000 Penalty: 709.740295
	Iteration 12Q: 3 clusters Score -199116.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -199140.656250 Penalty: 709.740295
	Iteration 13Q: 3 clusters Score -199140.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -199166.187500 Penalty: 709.740295
	Iteration 14Q: 3 clusters Score -199166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -199179.562500 Penalty: 709.740295
	Iteration 15Q: 3 clusters Score -199179.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -199190.843750 Penalty: 709.740295
	Iteration 16Q: 3 clusters Score -199190.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -199196.312500 Penalty: 709.740295
	Iteration 17Q: 3 clusters Score -199196.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -199205.375000 Penalty: 709.740295
	Iteration 18Q: 3 clusters Score -199205.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -199211.609375 Penalty: 709.740295
	Iteration 19Q: 3 clusters Score -199211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -199219.281250 Penalty: 709.740295
	Iteration 20F: 3 clusters Score -199219.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -199228.562500 Penalty: 709.740295
	Iteration 21Q: 3 clusters Score -199228.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -199235.937500 Penalty: 709.740295
	Iteration 22Q: 3 clusters Score -199235.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -199241.328125 Penalty: 709.740295
	Iteration 23Q: 3 clusters Score -199241.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -199246.828125 Penalty: 709.740295
	Iteration 24Q: 3 clusters Score -199246.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -199251.109375 Penalty: 709.740295
	Iteration 25Q: 3 clusters Score -199251.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -199256.015625 Penalty: 709.740295
	Iteration 26Q: 3 clusters Score -199256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -199258.859375 Penalty: 709.740295
	Iteration 27Q: 3 clusters Score -199258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -199262.875000 Penalty: 709.740295
	Iteration 28Q: 3 clusters Score -199262.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -199267.046875 Penalty: 709.740295
	Iteration 29Q: 3 clusters Score -199267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -199268.968750 Penalty: 709.740295
	Iteration 30Q: 3 clusters Score -199269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -199270.875000 Penalty: 709.740295
	Iteration 31Q: 3 clusters Score -199270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -199272.718750 Penalty: 709.740295
	Iteration 32Q: 3 clusters Score -199272.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -199273.421875 Penalty: 709.740295
	Iteration 33Q: 3 clusters Score -199273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -199274.015625 Penalty: 709.740295
	Iteration 34Q: 3 clusters Score -199274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -199274.343750 Penalty: 709.740295
	Iteration 35Q: 3 clusters Score -199274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -199274.421875 Penalty: 709.740295
	Iteration 36Q: 3 clusters Score -199274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -199274.640625 Penalty: 709.740295
	Iteration 37Q: 3 clusters Score -199274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -199274.953125 Penalty: 709.740295
	Iteration 38Q: 3 clusters Score -199275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -199275.562500 Penalty: 709.740295
	Iteration 39Q: 3 clusters Score -199275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -199275.750000 Penalty: 709.740295
	Iteration 40F: 3 clusters Score -199275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Entering Unmasked Estep 
Score: -14142708.000000 Penalty: 57353.574219
Splitting cluster 10 changes total score from -14142695.000000 to -14142708.000000
So it's getting split into cluster 102.
Entering ConstructFrom: 
Trying to split cluster 11 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -3755.453613 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -3755.454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3576.503174 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -3576.503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3635.974121 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -3635.974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3654.366211 Penalty: 411.482758
	Iteration 2F: 3 clusters Score -3654.366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3662.157715 Penalty: 411.482758
	Iteration 3Q: 3 clusters Score -3662.158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3666.328857 Penalty: 411.482758
	Iteration 4Q: 3 clusters Score -3666.329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3666.328857 Penalty: 411.482758
	Iteration 5F: 3 clusters Score -3666.329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -24242.722656 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -24242.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -23806.080078 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -23806.08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23948.089844 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -23948.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24001.556641 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -24001.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24034.011719 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -24034.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24061.304688 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -24061.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24083.869141 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -24083.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24093.947266 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -24093.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24096.404297 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -24096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24097.222656 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -24097.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24097.222656 Penalty: 551.804443
	Iteration 9F: 3 clusters Score -24097.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -60178.867188 Penalty: 314.439178
	Iteration 0F: 2 clusters Score -60178.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -59366.226562 Penalty: 628.878357
	Iteration 0F: 3 clusters Score -59366.23 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -59590.433594 Penalty: 628.878357
	Iteration 1F: 3 clusters Score -59590.43 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59633.871094 Penalty: 628.878357
	Iteration 2F: 3 clusters Score -59633.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59659.835938 Penalty: 628.878357
	Iteration 3Q: 3 clusters Score -59659.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -59678.757812 Penalty: 628.878357
	Iteration 4Q: 3 clusters Score -59678.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59696.503906 Penalty: 628.878357
	Iteration 5Q: 3 clusters Score -59696.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -59715.707031 Penalty: 628.878357
	Iteration 6Q: 3 clusters Score -59715.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -59727.527344 Penalty: 628.878357
	Iteration 7Q: 3 clusters Score -59727.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -59743.246094 Penalty: 628.878357
	Iteration 8Q: 3 clusters Score -59743.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59766.585938 Penalty: 628.878357
	Iteration 9Q: 3 clusters Score -59766.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59800.144531 Penalty: 628.878357
	Iteration 10Q: 3 clusters Score -59800.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -59834.351562 Penalty: 628.878357
	Iteration 11Q: 3 clusters Score -59834.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -59862.496094 Penalty: 628.878357
	Iteration 12Q: 3 clusters Score -59862.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -59874.761719 Penalty: 628.878357
	Iteration 13Q: 3 clusters Score -59874.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -59884.835938 Penalty: 628.878357
	Iteration 14Q: 3 clusters Score -59884.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -59889.121094 Penalty: 628.878357
	Iteration 15Q: 3 clusters Score -59889.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -59894.312500 Penalty: 628.878357
	Iteration 16Q: 3 clusters Score -59894.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -59897.113281 Penalty: 628.878357
	Iteration 17Q: 3 clusters Score -59897.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -59900.019531 Penalty: 628.878357
	Iteration 18Q: 3 clusters Score -59900.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -59901.406250 Penalty: 628.878357
	Iteration 19Q: 3 clusters Score -59901.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -59901.500000 Penalty: 628.878357
	Iteration 20F: 3 clusters Score -59901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -13530.381836 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13530.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13195.827148 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13195.83 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13284.508789 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13284.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13321.125977 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13321.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13348.056641 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -13348.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13372.212891 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13372.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13412.784180 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -13412.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13478.026367 Penalty: 506.719360
	Iteration 6F: 3 clusters Score -13478.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13547.794922 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -13547.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13568.104492 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13585.555664 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13585.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13585.928711 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -13585.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13585.928711 Penalty: 506.719360
	Iteration 11F: 3 clusters Score -13585.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 166 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 650 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 96 members 
Entering Unmasked Estep 
Score: -14142455.000000 Penalty: 57915.863281
Splitting cluster 14 changes total score from -14142695.000000 to -14142455.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2823.611816 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2823.612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2681.055908 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2681.056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2705.431396 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2705.431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2708.542969 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2708.543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2710.796387 Penalty: 361.296570
	Iteration 3Q: 3 clusters Score -2710.796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2710.796387 Penalty: 361.296570
	Iteration 4F: 3 clusters Score -2710.796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -10146.671875 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -10146.67 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 87 members 
Entering Unmasked Estep 
Score: -9880.544922 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9880.545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9973.461914 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9973.462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10036.469727 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -10036.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10073.944336 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -10073.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10087.072266 Penalty: 471.542328
	Iteration 4F: 3 clusters Score -10087.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10089.395508 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -10089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10090.048828 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -10090.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10090.048828 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -10090.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -43041.609375 Penalty: 303.230621
	Iteration 0F: 2 clusters Score -43041.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42359.414062 Penalty: 606.461243
	Iteration 0F: 3 clusters Score -42359.41 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42582.265625 Penalty: 606.461243
	Iteration 1F: 3 clusters Score -42582.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42639.273438 Penalty: 606.461243
	Iteration 2F: 3 clusters Score -42639.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42708.750000 Penalty: 606.461243
	Iteration 3F: 3 clusters Score -42708.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -42768.988281 Penalty: 606.461243
	Iteration 4F: 3 clusters Score -42768.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42810.902344 Penalty: 606.461243
	Iteration 5F: 3 clusters Score -42810.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -42826.449219 Penalty: 606.461243
	Iteration 6Q: 3 clusters Score -42826.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -42836.820312 Penalty: 606.461243
	Iteration 7Q: 3 clusters Score -42836.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42841.464844 Penalty: 606.461243
	Iteration 8Q: 3 clusters Score -42841.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42843.890625 Penalty: 606.461243
	Iteration 9Q: 3 clusters Score -42843.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -42847.316406 Penalty: 606.461243
	Iteration 10Q: 3 clusters Score -42847.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42851.898438 Penalty: 606.461243
	Iteration 11Q: 3 clusters Score -42851.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42855.539062 Penalty: 606.461243
	Iteration 12Q: 3 clusters Score -42855.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -42856.898438 Penalty: 606.461243
	Iteration 13Q: 3 clusters Score -42856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -42858.855469 Penalty: 606.461243
	Iteration 14Q: 3 clusters Score -42858.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -42861.781250 Penalty: 606.461243
	Iteration 15Q: 3 clusters Score -42861.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42863.964844 Penalty: 606.461243
	Iteration 16Q: 3 clusters Score -42863.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42867.859375 Penalty: 606.461243
	Iteration 17Q: 3 clusters Score -42867.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42871.542969 Penalty: 606.461243
	Iteration 18Q: 3 clusters Score -42871.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42875.261719 Penalty: 606.461243
	Iteration 19Q: 3 clusters Score -42875.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42876.457031 Penalty: 606.461243
	Iteration 20F: 3 clusters Score -42876.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -42876.957031 Penalty: 606.461243
	Iteration 21Q: 3 clusters Score -42876.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -42877.957031 Penalty: 606.461243
	Iteration 22Q: 3 clusters Score -42877.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -42878.734375 Penalty: 606.461243
	Iteration 23Q: 3 clusters Score -42878.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42880.242188 Penalty: 606.461243
	Iteration 24Q: 3 clusters Score -42880.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -42884.062500 Penalty: 606.461243
	Iteration 25Q: 3 clusters Score -42884.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42887.750000 Penalty: 606.461243
	Iteration 26Q: 3 clusters Score -42887.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -42890.085938 Penalty: 606.461243
	Iteration 27Q: 3 clusters Score -42890.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -42892.050781 Penalty: 606.461243
	Iteration 28Q: 3 clusters Score -42892.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -42894.984375 Penalty: 606.461243
	Iteration 29Q: 3 clusters Score -42894.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42895.839844 Penalty: 606.461243
	Iteration 30Q: 3 clusters Score -42895.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42897.078125 Penalty: 606.461243
	Iteration 31Q: 3 clusters Score -42897.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42897.429688 Penalty: 606.461243
	Iteration 32Q: 3 clusters Score -42897.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -42898.199219 Penalty: 606.461243
	Iteration 33Q: 3 clusters Score -42898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -42899.406250 Penalty: 606.461243
	Iteration 34Q: 3 clusters Score -42899.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42900.855469 Penalty: 606.461243
	Iteration 35Q: 3 clusters Score -42900.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -42901.273438 Penalty: 606.461243
	Iteration 36Q: 3 clusters Score -42901.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -42901.335938 Penalty: 606.461243
	Iteration 37Q: 3 clusters Score -42901.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -42901.335938 Penalty: 606.461243
	Iteration 38F: 3 clusters Score -42901.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -38296.726562 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -38296.73 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 337 members 
Entering Unmasked Estep 
Score: -37677.285156 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -37677.29 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37871.417969 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -37871.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37931.894531 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -37931.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37962.335938 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -37962.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37979.480469 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -37979.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37989.300781 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -37989.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38002.878906 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -38002.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38028.730469 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -38028.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38043.109375 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -38043.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38052.378906 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -38052.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38059.488281 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -38059.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -38070.011719 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -38070.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38076.203125 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -38076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38082.484375 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -38082.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38088.464844 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -38088.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38093.394531 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -38093.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38095.796875 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -38095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38099.101562 Penalty: 594.574768
	Iteration 17Q: 3 clusters Score -38099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38100.960938 Penalty: 594.574768
	Iteration 18Q: 3 clusters Score -38100.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38102.347656 Penalty: 594.574768
	Iteration 19Q: 3 clusters Score -38102.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38103.101562 Penalty: 594.574768
	Iteration 20F: 3 clusters Score -38103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38105.246094 Penalty: 594.574768
	Iteration 21Q: 3 clusters Score -38105.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38107.097656 Penalty: 594.574768
	Iteration 22Q: 3 clusters Score -38107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38108.398438 Penalty: 594.574768
	Iteration 23Q: 3 clusters Score -38108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38111.136719 Penalty: 594.574768
	Iteration 24Q: 3 clusters Score -38111.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38115.441406 Penalty: 594.574768
	Iteration 25Q: 3 clusters Score -38115.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38117.523438 Penalty: 594.574768
	Iteration 26Q: 3 clusters Score -38117.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38118.425781 Penalty: 594.574768
	Iteration 27Q: 3 clusters Score -38118.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38118.425781 Penalty: 594.574768
	Iteration 28F: 3 clusters Score -38118.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -146172.421875 Penalty: 354.739349
	Iteration 0F: 2 clusters Score -146172.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -144461.843750 Penalty: 709.478699
	Iteration 0F: 3 clusters Score -144461.8 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -144962.093750 Penalty: 709.478699
	Iteration 1F: 3 clusters Score -144962.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -145027.703125 Penalty: 709.478699
	Iteration 2F: 3 clusters Score -145027.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -145086.656250 Penalty: 709.478699
	Iteration 3F: 3 clusters Score -145086.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -145130.671875 Penalty: 709.478699
	Iteration 4Q: 3 clusters Score -145130.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -145175.234375 Penalty: 709.478699
	Iteration 5Q: 3 clusters Score -145175.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -145207.265625 Penalty: 709.478699
	Iteration 6Q: 3 clusters Score -145207.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -145249.968750 Penalty: 709.478699
	Iteration 7Q: 3 clusters Score -145250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -145294.750000 Penalty: 709.478699
	Iteration 8Q: 3 clusters Score -145294.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -145354.625000 Penalty: 709.478699
	Iteration 9Q: 3 clusters Score -145354.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -145416.968750 Penalty: 709.478699
	Iteration 10Q: 3 clusters Score -145417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -145476.062500 Penalty: 709.478699
	Iteration 11Q: 3 clusters Score -145476.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -145539.750000 Penalty: 709.478699
	Iteration 12Q: 3 clusters Score -145539.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145594.640625 Penalty: 709.478699
	Iteration 13Q: 3 clusters Score -145594.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145633.828125 Penalty: 709.478699
	Iteration 14Q: 3 clusters Score -145633.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -145670.531250 Penalty: 709.478699
	Iteration 15Q: 3 clusters Score -145670.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145698.250000 Penalty: 709.478699
	Iteration 16Q: 3 clusters Score -145698.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145718.046875 Penalty: 709.478699
	Iteration 17Q: 3 clusters Score -145718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145732.687500 Penalty: 709.478699
	Iteration 18Q: 3 clusters Score -145732.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -145742.953125 Penalty: 709.478699
	Iteration 19Q: 3 clusters Score -145743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -145748.953125 Penalty: 709.478699
	Iteration 20F: 3 clusters Score -145749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145754.921875 Penalty: 709.478699
	Iteration 21Q: 3 clusters Score -145754.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145758.328125 Penalty: 709.478699
	Iteration 22Q: 3 clusters Score -145758.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145759.593750 Penalty: 709.478699
	Iteration 23Q: 3 clusters Score -145759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -145760.781250 Penalty: 709.478699
	Iteration 24Q: 3 clusters Score -145760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145764.640625 Penalty: 709.478699
	Iteration 25Q: 3 clusters Score -145764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145771.812500 Penalty: 709.478699
	Iteration 26Q: 3 clusters Score -145771.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145778.578125 Penalty: 709.478699
	Iteration 27Q: 3 clusters Score -145778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145782.234375 Penalty: 709.478699
	Iteration 28Q: 3 clusters Score -145782.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145785.609375 Penalty: 709.478699
	Iteration 29Q: 3 clusters Score -145785.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -145789.484375 Penalty: 709.478699
	Iteration 30Q: 3 clusters Score -145789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145791.328125 Penalty: 709.478699
	Iteration 31Q: 3 clusters Score -145791.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145792.250000 Penalty: 709.478699
	Iteration 32Q: 3 clusters Score -145792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145792.250000 Penalty: 709.478699
	Iteration 33F: 3 clusters Score -145792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -32703.707031 Penalty: 292.771851
	Iteration 0F: 2 clusters Score -32703.71 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 288 members 
Entering Unmasked Estep 
Score: -32139.859375 Penalty: 585.543701
	Iteration 0F: 3 clusters Score -32139.86 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32332.546875 Penalty: 585.543701
	Iteration 1F: 3 clusters Score -32332.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32376.259766 Penalty: 585.543701
	Iteration 2F: 3 clusters Score -32376.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32398.818359 Penalty: 585.543701
	Iteration 3F: 3 clusters Score -32398.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32408.681641 Penalty: 585.543701
	Iteration 4Q: 3 clusters Score -32408.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32410.804688 Penalty: 585.543701
	Iteration 5Q: 3 clusters Score -32410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32412.367188 Penalty: 585.543701
	Iteration 6Q: 3 clusters Score -32412.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32413.232422 Penalty: 585.543701
	Iteration 7Q: 3 clusters Score -32413.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32413.623047 Penalty: 585.543701
	Iteration 8Q: 3 clusters Score -32413.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32414.826172 Penalty: 585.543701
	Iteration 9Q: 3 clusters Score -32414.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32415.386719 Penalty: 585.543701
	Iteration 10Q: 3 clusters Score -32415.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32416.648438 Penalty: 585.543701
	Iteration 11Q: 3 clusters Score -32416.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32418.041016 Penalty: 585.543701
	Iteration 12Q: 3 clusters Score -32418.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32420.570312 Penalty: 585.543701
	Iteration 13Q: 3 clusters Score -32420.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32426.750000 Penalty: 585.543701
	Iteration 14Q: 3 clusters Score -32426.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32429.634766 Penalty: 585.543701
	Iteration 15Q: 3 clusters Score -32429.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32432.416016 Penalty: 585.543701
	Iteration 16Q: 3 clusters Score -32432.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32435.552734 Penalty: 585.543701
	Iteration 17Q: 3 clusters Score -32435.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32440.291016 Penalty: 585.543701
	Iteration 18Q: 3 clusters Score -32440.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32444.912109 Penalty: 585.543701
	Iteration 19Q: 3 clusters Score -32444.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32452.675781 Penalty: 585.543701
	Iteration 20F: 3 clusters Score -32452.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32457.751953 Penalty: 585.543701
	Iteration 21Q: 3 clusters Score -32457.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32468.875000 Penalty: 585.543701
	Iteration 22Q: 3 clusters Score -32468.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32484.943359 Penalty: 585.543701
	Iteration 23Q: 3 clusters Score -32484.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32492.335938 Penalty: 585.543701
	Iteration 24Q: 3 clusters Score -32492.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32496.281250 Penalty: 585.543701
	Iteration 25Q: 3 clusters Score -32496.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32496.281250 Penalty: 585.543701
	Iteration 26F: 3 clusters Score -32496.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -10833.542969 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -10833.54 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 117 members 
Entering Unmasked Estep 
Score: -10539.934570 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -10539.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10621.435547 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -10621.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10650.199219 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -10650.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10669.280273 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -10669.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10676.665039 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -10676.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10679.658203 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -10679.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10684.205078 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -10684.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10689.425781 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -10689.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10693.200195 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -10693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10699.673828 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -10699.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10709.452148 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -10709.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10710.430664 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -10710.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10710.430664 Penalty: 492.052612
	Iteration 12F: 3 clusters Score -10710.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3370.814941 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3370.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3235.700684 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3235.701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3253.967285 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3253.967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3255.756348 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -3255.756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3255.756348 Penalty: 369.500305
	Iteration 3F: 3 clusters Score -3255.756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -33603.292969 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -33603.29 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 259 members 
Entering Unmasked Estep 
Score: -33083.816406 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -33083.82 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33208.621094 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -33208.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33240.101562 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -33240.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33261.410156 Penalty: 572.025818
	Iteration 3Q: 3 clusters Score -33261.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33273.070312 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -33273.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33279.527344 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -33279.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33287.257812 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -33287.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33295.734375 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -33295.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33300.945312 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -33300.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33306.093750 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -33306.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33309.515625 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -33309.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33312.707031 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -33312.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33315.628906 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -33315.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -33319.464844 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -33319.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33322.632812 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -33322.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33325.316406 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -33325.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33326.550781 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -33326.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33327.117188 Penalty: 572.025818
	Iteration 17Q: 3 clusters Score -33327.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33327.503906 Penalty: 572.025818
	Iteration 18Q: 3 clusters Score -33327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33328.421875 Penalty: 572.025818
	Iteration 19Q: 3 clusters Score -33328.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33328.566406 Penalty: 572.025818
	Iteration 20F: 3 clusters Score -33328.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19752.929688 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -19752.93 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 186 members 
Entering Unmasked Estep 
Score: -19371.212891 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -19371.21 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19480.035156 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -19480.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19526.765625 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -19526.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19564.658203 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -19564.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19586.746094 Penalty: 537.387939
	Iteration 4F: 3 clusters Score -19586.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19605.818359 Penalty: 537.387939
	Iteration 5F: 3 clusters Score -19605.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19615.546875 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -19615.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19625.546875 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -19625.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19638.554688 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -19638.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19643.089844 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -19643.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19647.023438 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -19647.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19654.105469 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -19654.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19663.732422 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -19663.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19668.201172 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -19668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19670.330078 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -19670.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19675.574219 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -19675.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19675.574219 Penalty: 537.387939
	Iteration 16F: 3 clusters Score -19675.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -40567.128906 Penalty: 294.702240
	Iteration 0F: 2 clusters Score -40567.13 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 340 members 
Entering Unmasked Estep 
Score: -40037.929688 Penalty: 589.404480
	Iteration 0F: 3 clusters Score -40037.93 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40876.453125 Penalty: 589.404480
	Iteration 1F: 3 clusters Score -40876.45 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -41169.925781 Penalty: 589.404480
	Iteration 2F: 3 clusters Score -41169.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41212.515625 Penalty: 589.404480
	Iteration 3Q: 3 clusters Score -41212.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -41226.746094 Penalty: 589.404480
	Iteration 4Q: 3 clusters Score -41226.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -41231.246094 Penalty: 589.404480
	Iteration 5Q: 3 clusters Score -41231.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -41233.855469 Penalty: 589.404480
	Iteration 6Q: 3 clusters Score -41233.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -41233.855469 Penalty: 589.404480
	Iteration 7F: 3 clusters Score -41233.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 75 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Entering Unmasked Estep 
Score: -14143124.000000 Penalty: 57915.863281
Splitting cluster 25 changes total score from -14142695.000000 to -14143124.000000
So it's getting split into cluster 103.
Entering ConstructFrom: 
Trying to split cluster 26 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -34416.367188 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -34416.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33929.191406 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -33929.19 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34126.632812 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -34126.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34181.363281 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -34181.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34210.964844 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -34210.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -34224.027344 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -34224.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34233.308594 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -34233.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34239.035156 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -34239.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34248.007812 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -34248.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34254.957031 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -34254.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34256.464844 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -34256.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34257.460938 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -34257.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34259.480469 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -34259.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34262.953125 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -34262.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34263.941406 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -34263.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34266.246094 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -34266.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34267.691406 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -34267.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34268.351562 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -34268.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34269.253906 Penalty: 573.371521
	Iteration 17Q: 3 clusters Score -34269.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34270.187500 Penalty: 573.371521
	Iteration 18Q: 3 clusters Score -34270.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34270.878906 Penalty: 573.371521
	Iteration 19Q: 3 clusters Score -34270.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34271.101562 Penalty: 573.371521
	Iteration 20F: 3 clusters Score -34271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (75 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Entering Unmasked Estep 
Score: -2260.211914 Penalty: 196.445709
	Iteration 0F: 2 clusters Score -2260.212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2124.250977 Penalty: 392.891418
	Iteration 0F: 3 clusters Score -2124.251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2189.998535 Penalty: 392.891418
	Iteration 1F: 3 clusters Score -2189.999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2265.570557 Penalty: 392.891418
	Iteration 2F: 3 clusters Score -2265.571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2266.866211 Penalty: 392.891418
	Iteration 3Q: 3 clusters Score -2266.866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2266.866211 Penalty: 392.891418
	Iteration 4F: 3 clusters Score -2266.866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Entering Unmasked Estep 
Score: -14142764.000000 Penalty: 58478.156250
Splitting cluster 27 changes total score from -14142695.000000 to -14142764.000000
So it's getting split into cluster 104.
Entering ConstructFrom: 
Trying to split cluster 28 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -206541.890625 Penalty: 367.083801
	Iteration 0F: 2 clusters Score -206541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -204319.734375 Penalty: 734.167603
	Iteration 0F: 3 clusters Score -204319.7 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -205060.812500 Penalty: 734.167603
	Iteration 1F: 3 clusters Score -205060.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -205129.250000 Penalty: 734.167603
	Iteration 2F: 3 clusters Score -205129.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -205195.046875 Penalty: 734.167603
	Iteration 3F: 3 clusters Score -205195 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -205271.031250 Penalty: 734.167603
	Iteration 4Q: 3 clusters Score -205271 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -205362.578125 Penalty: 734.167603
	Iteration 5F: 3 clusters Score -205362.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -205474.218750 Penalty: 734.167603
	Iteration 6F: 3 clusters Score -205474.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -205591.359375 Penalty: 734.167603
	Iteration 7F: 3 clusters Score -205591.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -205706.796875 Penalty: 734.167603
	Iteration 8F: 3 clusters Score -205706.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -205802.562500 Penalty: 734.167603
	Iteration 9Q: 3 clusters Score -205802.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -205858.843750 Penalty: 734.167603
	Iteration 10Q: 3 clusters Score -205858.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -205902.187500 Penalty: 734.167603
	Iteration 11Q: 3 clusters Score -205902.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -205926.125000 Penalty: 734.167603
	Iteration 12Q: 3 clusters Score -205926.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -205941.140625 Penalty: 734.167603
	Iteration 13Q: 3 clusters Score -205941.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -205948.109375 Penalty: 734.167603
	Iteration 14Q: 3 clusters Score -205948.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -205953.875000 Penalty: 734.167603
	Iteration 15Q: 3 clusters Score -205953.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -205964.312500 Penalty: 734.167603
	Iteration 16Q: 3 clusters Score -205964.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -205977.015625 Penalty: 734.167603
	Iteration 17Q: 3 clusters Score -205977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -205992.625000 Penalty: 734.167603
	Iteration 18Q: 3 clusters Score -205992.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -206007.171875 Penalty: 734.167603
	Iteration 19Q: 3 clusters Score -206007.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -206023.125000 Penalty: 734.167603
	Iteration 20F: 3 clusters Score -206023.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -206044.906250 Penalty: 734.167603
	Iteration 21Q: 3 clusters Score -206044.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -206065.390625 Penalty: 734.167603
	Iteration 22Q: 3 clusters Score -206065.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -206079.671875 Penalty: 734.167603
	Iteration 23Q: 3 clusters Score -206079.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -206088.953125 Penalty: 734.167603
	Iteration 24Q: 3 clusters Score -206089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -206095.000000 Penalty: 734.167603
	Iteration 25Q: 3 clusters Score -206095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -206101.812500 Penalty: 734.167603
	Iteration 26Q: 3 clusters Score -206101.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -206108.000000 Penalty: 734.167603
	Iteration 27Q: 3 clusters Score -206108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -206109.734375 Penalty: 734.167603
	Iteration 28Q: 3 clusters Score -206109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -206111.812500 Penalty: 734.167603
	Iteration 29Q: 3 clusters Score -206111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -206114.437500 Penalty: 734.167603
	Iteration 30Q: 3 clusters Score -206114.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -206117.531250 Penalty: 734.167603
	Iteration 31Q: 3 clusters Score -206117.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -206123.171875 Penalty: 734.167603
	Iteration 32Q: 3 clusters Score -206123.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -206132.515625 Penalty: 734.167603
	Iteration 33Q: 3 clusters Score -206132.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -206137.093750 Penalty: 734.167603
	Iteration 34Q: 3 clusters Score -206137.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -206139.109375 Penalty: 734.167603
	Iteration 35Q: 3 clusters Score -206139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -206140.875000 Penalty: 734.167603
	Iteration 36Q: 3 clusters Score -206140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -206141.828125 Penalty: 734.167603
	Iteration 37Q: 3 clusters Score -206141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -206142.031250 Penalty: 734.167603
	Iteration 38Q: 3 clusters Score -206142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -206143.156250 Penalty: 734.167603
	Iteration 39Q: 3 clusters Score -206143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -206143.765625 Penalty: 734.167603
	Iteration 40F: 3 clusters Score -206143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -206144.765625 Penalty: 734.167603
	Iteration 41Q: 3 clusters Score -206144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -206145.718750 Penalty: 734.167603
	Iteration 42Q: 3 clusters Score -206145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -206147.281250 Penalty: 734.167603
	Iteration 43Q: 3 clusters Score -206147.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -206151.093750 Penalty: 734.167603
	Iteration 44Q: 3 clusters Score -206151.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -206156.031250 Penalty: 734.167603
	Iteration 45Q: 3 clusters Score -206156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -206159.906250 Penalty: 734.167603
	Iteration 46Q: 3 clusters Score -206159.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -206164.218750 Penalty: 734.167603
	Iteration 47Q: 3 clusters Score -206164.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -206170.000000 Penalty: 734.167603
	Iteration 48Q: 3 clusters Score -206170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -206175.187500 Penalty: 734.167603
	Iteration 49Q: 3 clusters Score -206175.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -206181.218750 Penalty: 734.167603
	Iteration 50Q: 3 clusters Score -206181.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -206186.140625 Penalty: 734.167603
	Iteration 51Q: 3 clusters Score -206186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -206188.765625 Penalty: 734.167603
	Iteration 52Q: 3 clusters Score -206188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -206191.828125 Penalty: 734.167603
	Iteration 53Q: 3 clusters Score -206191.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -206195.312500 Penalty: 734.167603
	Iteration 54Q: 3 clusters Score -206195.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -206196.750000 Penalty: 734.167603
	Iteration 55Q: 3 clusters Score -206196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -206197.375000 Penalty: 734.167603
	Iteration 56Q: 3 clusters Score -206197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -206197.812500 Penalty: 734.167603
	Iteration 57Q: 3 clusters Score -206197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -206199.093750 Penalty: 734.167603
	Iteration 58Q: 3 clusters Score -206199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -206200.296875 Penalty: 734.167603
	Iteration 59Q: 3 clusters Score -206200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -206201.281250 Penalty: 734.167603
	Iteration 60F: 3 clusters Score -206201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -206202.140625 Penalty: 734.167603
	Iteration 61Q: 3 clusters Score -206202.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -206203.578125 Penalty: 734.167603
	Iteration 62Q: 3 clusters Score -206203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -206205.859375 Penalty: 734.167603
	Iteration 63Q: 3 clusters Score -206205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -206207.875000 Penalty: 734.167603
	Iteration 64Q: 3 clusters Score -206207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -206209.203125 Penalty: 734.167603
	Iteration 65Q: 3 clusters Score -206209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -206211.609375 Penalty: 734.167603
	Iteration 66Q: 3 clusters Score -206211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -206214.609375 Penalty: 734.167603
	Iteration 67Q: 3 clusters Score -206214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -206217.796875 Penalty: 734.167603
	Iteration 68Q: 3 clusters Score -206217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -206220.312500 Penalty: 734.167603
	Iteration 69Q: 3 clusters Score -206220.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -206225.765625 Penalty: 734.167603
	Iteration 70Q: 3 clusters Score -206225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -206228.828125 Penalty: 734.167603
	Iteration 71Q: 3 clusters Score -206228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -206231.562500 Penalty: 734.167603
	Iteration 72Q: 3 clusters Score -206231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -206234.343750 Penalty: 734.167603
	Iteration 73Q: 3 clusters Score -206234.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -206236.531250 Penalty: 734.167603
	Iteration 74Q: 3 clusters Score -206236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -206237.828125 Penalty: 734.167603
	Iteration 75Q: 3 clusters Score -206237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -206238.453125 Penalty: 734.167603
	Iteration 76Q: 3 clusters Score -206238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -206239.546875 Penalty: 734.167603
	Iteration 77Q: 3 clusters Score -206239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -206240.343750 Penalty: 734.167603
	Iteration 78Q: 3 clusters Score -206240.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -206241.562500 Penalty: 734.167603
	Iteration 79Q: 3 clusters Score -206241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -206242.203125 Penalty: 734.167603
	Iteration 80F: 3 clusters Score -206242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -206242.734375 Penalty: 734.167603
	Iteration 81Q: 3 clusters Score -206242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -206243.593750 Penalty: 734.167603
	Iteration 82Q: 3 clusters Score -206243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -206244.390625 Penalty: 734.167603
	Iteration 83Q: 3 clusters Score -206244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -206245.109375 Penalty: 734.167603
	Iteration 84Q: 3 clusters Score -206245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -206245.500000 Penalty: 734.167603
	Iteration 85Q: 3 clusters Score -206245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -206245.875000 Penalty: 734.167603
	Iteration 86Q: 3 clusters Score -206245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -206245.859375 Penalty: 734.167603
	Iteration 87Q: 3 clusters Score -206245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -206246.156250 Penalty: 734.167603
	Iteration 88Q: 3 clusters Score -206246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -206246.156250 Penalty: 734.167603
	Iteration 89F: 3 clusters Score -206246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -10038.429688 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -10038.43 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 95 members 
Entering Unmasked Estep 
Score: -9761.743164 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -9761.743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9816.435547 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -9816.436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9831.275391 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -9831.275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9839.790039 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -9839.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9843.302734 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -9843.303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9844.657227 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -9844.657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9846.277344 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -9846.277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9847.692383 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -9847.692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9848.654297 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -9848.654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9848.654297 Penalty: 479.375092
	Iteration 9F: 3 clusters Score -9848.654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Entering Unmasked Estep 
Score: -1456222.375000 Penalty: 456.298248
	Iteration 0F: 2 clusters Score -1456222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1441109.500000 Penalty: 912.596497
	Iteration 0F: 3 clusters Score -1441110 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1448138.500000 Penalty: 912.596497
	Iteration 1F: 3 clusters Score -1448138 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1449024.000000 Penalty: 912.596497
	Iteration 2F: 3 clusters Score -1449024 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1450162.625000 Penalty: 912.596497
	Iteration 3F: 3 clusters Score -1450163 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1451421.125000 Penalty: 912.596497
	Iteration 4F: 3 clusters Score -1451421 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1452638.625000 Penalty: 912.596497
	Iteration 5F: 3 clusters Score -1452639 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1453429.250000 Penalty: 912.596497
	Iteration 6F: 3 clusters Score -1453429 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1453704.125000 Penalty: 912.596497
	Iteration 7Q: 3 clusters Score -1453704 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1453842.500000 Penalty: 912.596497
	Iteration 8Q: 3 clusters Score -1453842 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1453962.625000 Penalty: 912.596497
	Iteration 9Q: 3 clusters Score -1453963 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1454064.375000 Penalty: 912.596497
	Iteration 10Q: 3 clusters Score -1454064 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1454149.000000 Penalty: 912.596497
	Iteration 11Q: 3 clusters Score -1454149 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1454239.125000 Penalty: 912.596497
	Iteration 12Q: 3 clusters Score -1454239 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1454336.125000 Penalty: 912.596497
	Iteration 13Q: 3 clusters Score -1454336 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1454413.875000 Penalty: 912.596497
	Iteration 14Q: 3 clusters Score -1454414 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1454492.250000 Penalty: 912.596497
	Iteration 15Q: 3 clusters Score -1454492 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1454553.250000 Penalty: 912.596497
	Iteration 16Q: 3 clusters Score -1454553 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1454611.000000 Penalty: 912.596497
	Iteration 17Q: 3 clusters Score -1454611 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1454663.625000 Penalty: 912.596497
	Iteration 18Q: 3 clusters Score -1454664 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1454715.250000 Penalty: 912.596497
	Iteration 19Q: 3 clusters Score -1454715 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1454753.500000 Penalty: 912.596497
	Iteration 20F: 3 clusters Score -1454754 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1454791.000000 Penalty: 912.596497
	Iteration 21Q: 3 clusters Score -1454791 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1454830.875000 Penalty: 912.596497
	Iteration 22Q: 3 clusters Score -1454831 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1454868.875000 Penalty: 912.596497
	Iteration 23Q: 3 clusters Score -1454869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1454899.250000 Penalty: 912.596497
	Iteration 24Q: 3 clusters Score -1454899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1454949.500000 Penalty: 912.596497
	Iteration 25Q: 3 clusters Score -1454950 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1454982.250000 Penalty: 912.596497
	Iteration 26Q: 3 clusters Score -1454982 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1455025.625000 Penalty: 912.596497
	Iteration 27Q: 3 clusters Score -1455026 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -1455072.875000 Penalty: 912.596497
	Iteration 28Q: 3 clusters Score -1455073 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1455115.125000 Penalty: 912.596497
	Iteration 29Q: 3 clusters Score -1455115 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1455162.125000 Penalty: 912.596497
	Iteration 30Q: 3 clusters Score -1455162 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1455217.875000 Penalty: 912.596497
	Iteration 31Q: 3 clusters Score -1455218 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1455271.250000 Penalty: 912.596497
	Iteration 32Q: 3 clusters Score -1455271 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -1455322.125000 Penalty: 912.596497
	Iteration 33Q: 3 clusters Score -1455322 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1455379.375000 Penalty: 912.596497
	Iteration 34Q: 3 clusters Score -1455379 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -1455453.500000 Penalty: 912.596497
	Iteration 35Q: 3 clusters Score -1455454 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -1455530.125000 Penalty: 912.596497
	Iteration 36Q: 3 clusters Score -1455530 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1455598.000000 Penalty: 912.596497
	Iteration 37Q: 3 clusters Score -1455598 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1455648.750000 Penalty: 912.596497
	Iteration 38Q: 3 clusters Score -1455649 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -1455696.000000 Penalty: 912.596497
	Iteration 39Q: 3 clusters Score -1455696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -1455732.125000 Penalty: 912.596497
	Iteration 40F: 3 clusters Score -1455732 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1455779.125000 Penalty: 912.596497
	Iteration 41Q: 3 clusters Score -1455779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -1455823.125000 Penalty: 912.596497
	Iteration 42Q: 3 clusters Score -1455823 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -1455854.375000 Penalty: 912.596497
	Iteration 43Q: 3 clusters Score -1455854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -1455884.000000 Penalty: 912.596497
	Iteration 44Q: 3 clusters Score -1455884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -1455908.750000 Penalty: 912.596497
	Iteration 45Q: 3 clusters Score -1455909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -1455922.875000 Penalty: 912.596497
	Iteration 46Q: 3 clusters Score -1455923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -1455929.625000 Penalty: 912.596497
	Iteration 47Q: 3 clusters Score -1455930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -1455940.375000 Penalty: 912.596497
	Iteration 48Q: 3 clusters Score -1455940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -1455944.875000 Penalty: 912.596497
	Iteration 49Q: 3 clusters Score -1455945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -1455949.375000 Penalty: 912.596497
	Iteration 50Q: 3 clusters Score -1455949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -1455954.750000 Penalty: 912.596497
	Iteration 51Q: 3 clusters Score -1455955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -1455959.875000 Penalty: 912.596497
	Iteration 52Q: 3 clusters Score -1455960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -1455965.000000 Penalty: 912.596497
	Iteration 53Q: 3 clusters Score -1455965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1455973.875000 Penalty: 912.596497
	Iteration 54Q: 3 clusters Score -1455974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -1455978.750000 Penalty: 912.596497
	Iteration 55Q: 3 clusters Score -1455979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -1455978.375000 Penalty: 912.596497
	Iteration 56Q: 3 clusters Score -1455978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -1455982.375000 Penalty: 912.596497
	Iteration 57Q: 3 clusters Score -1455982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -1455982.500000 Penalty: 912.596497
	Iteration 58Q: 3 clusters Score -1455982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -1455982.875000 Penalty: 912.596497
	Iteration 59Q: 3 clusters Score -1455983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -1455983.125000 Penalty: 912.596497
	Iteration 60F: 3 clusters Score -1455983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1455985.750000 Penalty: 912.596497
	Iteration 61Q: 3 clusters Score -1455986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -1455984.375000 Penalty: 912.596497
	Iteration 62Q: 3 clusters Score -1455984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -1455985.000000 Penalty: 912.596497
	Iteration 63Q: 3 clusters Score -1455985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -1455985.250000 Penalty: 912.596497
	Iteration 64Q: 3 clusters Score -1455985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -1455986.000000 Penalty: 912.596497
	Iteration 65Q: 3 clusters Score -1455986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -1455989.500000 Penalty: 912.596497
	Iteration 66Q: 3 clusters Score -1455990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1455993.500000 Penalty: 912.596497
	Iteration 67Q: 3 clusters Score -1455994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -1455995.250000 Penalty: 912.596497
	Iteration 68Q: 3 clusters Score -1455995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -1455996.125000 Penalty: 912.596497
	Iteration 69Q: 3 clusters Score -1455996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -1455997.500000 Penalty: 912.596497
	Iteration 70Q: 3 clusters Score -1455998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1455997.375000 Penalty: 912.596497
	Iteration 71Q: 3 clusters Score -1455997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -1455995.875000 Penalty: 912.596497
	Iteration 72Q: 3 clusters Score -1455996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -1456000.250000 Penalty: 912.596497
	Iteration 73Q: 3 clusters Score -1456000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -1456000.625000 Penalty: 912.596497
	Iteration 74Q: 3 clusters Score -1456001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -1456000.875000 Penalty: 912.596497
	Iteration 75Q: 3 clusters Score -1456001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1456003.250000 Penalty: 912.596497
	Iteration 76Q: 3 clusters Score -1456003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1456003.375000 Penalty: 912.596497
	Iteration 77Q: 3 clusters Score -1456003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -1456008.750000 Penalty: 912.596497
	Iteration 78Q: 3 clusters Score -1456009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -1456011.125000 Penalty: 912.596497
	Iteration 79Q: 3 clusters Score -1456011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -1456012.250000 Penalty: 912.596497
	Iteration 80F: 3 clusters Score -1456012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -1456014.375000 Penalty: 912.596497
	Iteration 81Q: 3 clusters Score -1456014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -1456014.250000 Penalty: 912.596497
	Iteration 82Q: 3 clusters Score -1456014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -1456014.875000 Penalty: 912.596497
	Iteration 83Q: 3 clusters Score -1456015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -1456017.500000 Penalty: 912.596497
	Iteration 84Q: 3 clusters Score -1456018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -1456017.750000 Penalty: 912.596497
	Iteration 85Q: 3 clusters Score -1456018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1456017.875000 Penalty: 912.596497
	Iteration 86Q: 3 clusters Score -1456018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -1456020.500000 Penalty: 912.596497
	Iteration 87Q: 3 clusters Score -1456020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -1456023.125000 Penalty: 912.596497
	Iteration 88Q: 3 clusters Score -1456023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -1456023.250000 Penalty: 912.596497
	Iteration 89Q: 3 clusters Score -1456023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -1456022.375000 Penalty: 912.596497
	Iteration 90Q: 3 clusters Score -1456022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -1456025.875000 Penalty: 912.596497
	Iteration 91Q: 3 clusters Score -1456026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -1456023.875000 Penalty: 912.596497
	Iteration 92Q: 3 clusters Score -1456024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -1456023.625000 Penalty: 912.596497
	Iteration 93Q: 3 clusters Score -1456024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -1456023.875000 Penalty: 912.596497
	Iteration 94Q: 3 clusters Score -1456024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -1456026.250000 Penalty: 912.596497
	Iteration 95Q: 3 clusters Score -1456026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -1456026.250000 Penalty: 912.596497
	Iteration 96F: 3 clusters Score -1456026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -17499.939453 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -17499.94 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 145 members 
Entering Unmasked Estep 
Score: -17166.902344 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -17166.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17311.464844 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -17311.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17348.955078 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -17348.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17382.572266 Penalty: 513.735657
	Iteration 3F: 3 clusters Score -17382.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17406.558594 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -17406.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17430.064453 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -17430.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -17434.941406 Penalty: 513.735657
	Iteration 6Q: 3 clusters Score -17434.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -17443.869141 Penalty: 513.735657
	Iteration 7Q: 3 clusters Score -17443.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17453.873047 Penalty: 513.735657
	Iteration 8Q: 3 clusters Score -17453.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17460.179688 Penalty: 513.735657
	Iteration 9Q: 3 clusters Score -17460.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17461.466797 Penalty: 513.735657
	Iteration 10Q: 3 clusters Score -17461.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17461.466797 Penalty: 513.735657
	Iteration 11F: 3 clusters Score -17461.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -33616.636719 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -33616.64 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 309 members 
Entering Unmasked Estep 
Score: -33058.996094 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -33059 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33199.980469 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -33199.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33295.597656 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -33295.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33372.621094 Penalty: 579.972107
	Iteration 3F: 3 clusters Score -33372.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33411.125000 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -33411.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -33446.984375 Penalty: 579.972107
	Iteration 5F: 3 clusters Score -33446.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -33467.746094 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -33467.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -33479.472656 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -33479.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -33491.332031 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -33491.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -33498.097656 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -33498.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33501.585938 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -33501.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -33503.925781 Penalty: 579.972107
	Iteration 11Q: 3 clusters Score -33503.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33509.160156 Penalty: 579.972107
	Iteration 12Q: 3 clusters Score -33509.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33522.460938 Penalty: 579.972107
	Iteration 13Q: 3 clusters Score -33522.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33536.062500 Penalty: 579.972107
	Iteration 14Q: 3 clusters Score -33536.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33554.675781 Penalty: 579.972107
	Iteration 15Q: 3 clusters Score -33554.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33561.781250 Penalty: 579.972107
	Iteration 16Q: 3 clusters Score -33561.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -33570.089844 Penalty: 579.972107
	Iteration 17Q: 3 clusters Score -33570.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -33575.835938 Penalty: 579.972107
	Iteration 18Q: 3 clusters Score -33575.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -33587.183594 Penalty: 579.972107
	Iteration 19Q: 3 clusters Score -33587.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33607.035156 Penalty: 579.972107
	Iteration 20F: 3 clusters Score -33607.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33616.640625 Penalty: 579.972107
	Iteration 21Q: 3 clusters Score -33616.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33624.640625 Penalty: 579.972107
	Iteration 22Q: 3 clusters Score -33624.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33625.703125 Penalty: 579.972107
	Iteration 23Q: 3 clusters Score -33625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33625.703125 Penalty: 579.972107
	Iteration 24F: 3 clusters Score -33625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 326 members 
Entering Unmasked Estep 
Score: -14142504.000000 Penalty: 59040.445312
Splitting cluster 32 changes total score from -14142695.000000 to -14142504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -44680.535156 Penalty: 305.328796
	Iteration 0F: 2 clusters Score -44680.54 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 394 members 
Entering Unmasked Estep 
Score: -43998.269531 Penalty: 610.657593
	Iteration 0F: 3 clusters Score -43998.27 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44235.289062 Penalty: 610.657593
	Iteration 1F: 3 clusters Score -44235.29 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44346.773438 Penalty: 610.657593
	Iteration 2F: 3 clusters Score -44346.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44425.042969 Penalty: 610.657593
	Iteration 3F: 3 clusters Score -44425.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44458.296875 Penalty: 610.657593
	Iteration 4Q: 3 clusters Score -44458.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44486.253906 Penalty: 610.657593
	Iteration 5Q: 3 clusters Score -44486.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44513.117188 Penalty: 610.657593
	Iteration 6Q: 3 clusters Score -44513.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44522.667969 Penalty: 610.657593
	Iteration 7Q: 3 clusters Score -44522.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44530.882812 Penalty: 610.657593
	Iteration 8Q: 3 clusters Score -44530.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44532.941406 Penalty: 610.657593
	Iteration 9Q: 3 clusters Score -44532.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44534.722656 Penalty: 610.657593
	Iteration 10Q: 3 clusters Score -44534.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44534.839844 Penalty: 610.657593
	Iteration 11Q: 3 clusters Score -44534.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44535.328125 Penalty: 610.657593
	Iteration 12Q: 3 clusters Score -44535.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44535.328125 Penalty: 610.657593
	Iteration 13F: 3 clusters Score -44535.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4169.193359 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4169.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3985.763184 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -3985.763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4021.344971 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4021.345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4026.271240 Penalty: 401.011444
	Iteration 2Q: 3 clusters Score -4026.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4028.465820 Penalty: 401.011444
	Iteration 3Q: 3 clusters Score -4028.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4028.465820 Penalty: 401.011444
	Iteration 4F: 3 clusters Score -4028.466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8132.340820 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8132.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7878.611328 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7878.611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7907.783691 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -7907.784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7920.916504 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -7920.917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7926.440430 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -7926.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7930.267090 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -7930.267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7936.188477 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -7936.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7938.320312 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -7938.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7941.715332 Penalty: 446.380005
	Iteration 7Q: 3 clusters Score -7941.715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7941.715332 Penalty: 446.380005
	Iteration 8F: 3 clusters Score -7941.715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -17617.650391 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -17617.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17297.119141 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -17297.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17416.457031 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -17416.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17463.429688 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -17463.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17502.664062 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -17502.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17511.574219 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -17511.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17513.548828 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -17513.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17514.482422 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -17514.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17517.880859 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -17517.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17525.978516 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -17525.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17529.986328 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -17529.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17532.867188 Penalty: 508.779846
	Iteration 10Q: 3 clusters Score -17532.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17534.070312 Penalty: 508.779846
	Iteration 11Q: 3 clusters Score -17534.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17534.070312 Penalty: 508.779846
	Iteration 12F: 3 clusters Score -17534.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -57841.972656 Penalty: 313.010681
	Iteration 0F: 2 clusters Score -57841.97 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 489 members 
Entering Unmasked Estep 
Score: -57033.082031 Penalty: 626.021362
	Iteration 0F: 3 clusters Score -57033.08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57239.742188 Penalty: 626.021362
	Iteration 1F: 3 clusters Score -57239.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -57295.324219 Penalty: 626.021362
	Iteration 2F: 3 clusters Score -57295.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -57328.718750 Penalty: 626.021362
	Iteration 3F: 3 clusters Score -57328.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -57356.117188 Penalty: 626.021362
	Iteration 4Q: 3 clusters Score -57356.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -57383.652344 Penalty: 626.021362
	Iteration 5Q: 3 clusters Score -57383.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57402.285156 Penalty: 626.021362
	Iteration 6Q: 3 clusters Score -57402.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57418.734375 Penalty: 626.021362
	Iteration 7Q: 3 clusters Score -57418.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57437.164062 Penalty: 626.021362
	Iteration 8Q: 3 clusters Score -57437.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -57458.324219 Penalty: 626.021362
	Iteration 9Q: 3 clusters Score -57458.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -57480.261719 Penalty: 626.021362
	Iteration 10Q: 3 clusters Score -57480.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -57501.195312 Penalty: 626.021362
	Iteration 11Q: 3 clusters Score -57501.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -57513.371094 Penalty: 626.021362
	Iteration 12Q: 3 clusters Score -57513.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -57517.457031 Penalty: 626.021362
	Iteration 13Q: 3 clusters Score -57517.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -57519.492188 Penalty: 626.021362
	Iteration 14Q: 3 clusters Score -57519.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -57520.871094 Penalty: 626.021362
	Iteration 15Q: 3 clusters Score -57520.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -57522.890625 Penalty: 626.021362
	Iteration 16Q: 3 clusters Score -57522.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -57525.593750 Penalty: 626.021362
	Iteration 17Q: 3 clusters Score -57525.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -57528.511719 Penalty: 626.021362
	Iteration 18Q: 3 clusters Score -57528.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -57530.726562 Penalty: 626.021362
	Iteration 19Q: 3 clusters Score -57530.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -57532.789062 Penalty: 626.021362
	Iteration 20F: 3 clusters Score -57532.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -57538.359375 Penalty: 626.021362
	Iteration 21Q: 3 clusters Score -57538.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -57541.578125 Penalty: 626.021362
	Iteration 22Q: 3 clusters Score -57541.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -57543.910156 Penalty: 626.021362
	Iteration 23Q: 3 clusters Score -57543.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -57544.976562 Penalty: 626.021362
	Iteration 24Q: 3 clusters Score -57544.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -57545.230469 Penalty: 626.021362
	Iteration 25Q: 3 clusters Score -57545.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -57545.230469 Penalty: 626.021362
	Iteration 26F: 3 clusters Score -57545.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -34543.957031 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -34543.96 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 282 members 
Entering Unmasked Estep 
Score: -34019.265625 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -34019.27 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34160.812500 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -34160.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34197.546875 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -34197.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34225.488281 Penalty: 578.878540
	Iteration 3Q: 3 clusters Score -34225.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34244.027344 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -34244.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34266.667969 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -34266.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34283.023438 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -34283.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34289.578125 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -34289.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34292.429688 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -34292.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34296.484375 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -34296.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34299.691406 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -34299.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34306.863281 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -34306.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34316.089844 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -34316.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34319.964844 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -34319.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -34322.703125 Penalty: 578.878540
	Iteration 14Q: 3 clusters Score -34322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34324.937500 Penalty: 578.878540
	Iteration 15Q: 3 clusters Score -34324.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34328.371094 Penalty: 578.878540
	Iteration 16Q: 3 clusters Score -34328.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34334.230469 Penalty: 578.878540
	Iteration 17Q: 3 clusters Score -34334.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34343.605469 Penalty: 578.878540
	Iteration 18Q: 3 clusters Score -34343.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34350.371094 Penalty: 578.878540
	Iteration 19Q: 3 clusters Score -34350.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34357.000000 Penalty: 578.878540
	Iteration 20F: 3 clusters Score -34357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34360.773438 Penalty: 578.878540
	Iteration 21Q: 3 clusters Score -34360.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -34362.957031 Penalty: 578.878540
	Iteration 22Q: 3 clusters Score -34362.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34363.750000 Penalty: 578.878540
	Iteration 23Q: 3 clusters Score -34363.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -34363.750000 Penalty: 578.878540
	Iteration 24F: 3 clusters Score -34363.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -488891.843750 Penalty: 413.243744
	Iteration 0F: 2 clusters Score -488891.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -483040.250000 Penalty: 826.487488
	Iteration 0F: 3 clusters Score -483040.2 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -485530.500000 Penalty: 826.487488
	Iteration 1F: 3 clusters Score -485530.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -485933.843750 Penalty: 826.487488
	Iteration 2F: 3 clusters Score -485933.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -486341.062500 Penalty: 826.487488
	Iteration 3F: 3 clusters Score -486341.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -486692.406250 Penalty: 826.487488
	Iteration 4F: 3 clusters Score -486692.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -486981.218750 Penalty: 826.487488
	Iteration 5F: 3 clusters Score -486981.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -487204.218750 Penalty: 826.487488
	Iteration 6Q: 3 clusters Score -487204.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -487357.906250 Penalty: 826.487488
	Iteration 7Q: 3 clusters Score -487357.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -487466.281250 Penalty: 826.487488
	Iteration 8Q: 3 clusters Score -487466.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -487544.781250 Penalty: 826.487488
	Iteration 9Q: 3 clusters Score -487544.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -487609.750000 Penalty: 826.487488
	Iteration 10Q: 3 clusters Score -487609.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -487665.562500 Penalty: 826.487488
	Iteration 11Q: 3 clusters Score -487665.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -487715.125000 Penalty: 826.487488
	Iteration 12Q: 3 clusters Score -487715.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -487779.562500 Penalty: 826.487488
	Iteration 13Q: 3 clusters Score -487779.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -487859.375000 Penalty: 826.487488
	Iteration 14Q: 3 clusters Score -487859.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -487936.875000 Penalty: 826.487488
	Iteration 15Q: 3 clusters Score -487936.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -488030.218750 Penalty: 826.487488
	Iteration 16Q: 3 clusters Score -488030.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -488142.125000 Penalty: 826.487488
	Iteration 17Q: 3 clusters Score -488142.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -488232.562500 Penalty: 826.487488
	Iteration 18Q: 3 clusters Score -488232.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -488307.343750 Penalty: 826.487488
	Iteration 19Q: 3 clusters Score -488307.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -488371.656250 Penalty: 826.487488
	Iteration 20F: 3 clusters Score -488371.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -488428.937500 Penalty: 826.487488
	Iteration 21Q: 3 clusters Score -488428.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -488468.781250 Penalty: 826.487488
	Iteration 22Q: 3 clusters Score -488468.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -488496.343750 Penalty: 826.487488
	Iteration 23Q: 3 clusters Score -488496.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -488518.031250 Penalty: 826.487488
	Iteration 24Q: 3 clusters Score -488518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -488531.031250 Penalty: 826.487488
	Iteration 25Q: 3 clusters Score -488531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -488540.000000 Penalty: 826.487488
	Iteration 26Q: 3 clusters Score -488540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -488545.375000 Penalty: 826.487488
	Iteration 27Q: 3 clusters Score -488545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -488550.656250 Penalty: 826.487488
	Iteration 28Q: 3 clusters Score -488550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -488555.437500 Penalty: 826.487488
	Iteration 29Q: 3 clusters Score -488555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -488556.031250 Penalty: 826.487488
	Iteration 30Q: 3 clusters Score -488556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -488556.875000 Penalty: 826.487488
	Iteration 31Q: 3 clusters Score -488556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -488557.281250 Penalty: 826.487488
	Iteration 32Q: 3 clusters Score -488557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -488556.750000 Penalty: 826.487488
	Iteration 33Q: 3 clusters Score -488556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -488556.875000 Penalty: 826.487488
	Iteration 34Q: 3 clusters Score -488556.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -488556.875000 Penalty: 826.487488
	Iteration 35F: 3 clusters Score -488556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -18666.375000 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -18666.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18285.544922 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -18285.54 nChanged 123
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: -18407.224609 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -18407.22 nChanged 34
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: -18457.220703 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -18457.22 nChanged 23
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: -18534.578125 Penalty: 534.618713
	Iteration 3F: 3 clusters Score -18534.58 nChanged 17
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: -18565.701172 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -18565.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18581.968750 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -18581.97 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: -18587.812500 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -18587.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18591.353516 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -18591.35 nChanged 1
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: -18591.500000 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -18591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18594.296875 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -18594.3 nChanged 2
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: -18596.404297 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -18596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18597.980469 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -18597.98 nChanged 1
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: -18598.271484 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -18598.27 nChanged 1
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: -18598.576172 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -18598.58 nChanged 0
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: -18598.576172 Penalty: 534.618713
	Iteration 14F: 3 clusters Score -18598.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11156.880859 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -11156.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10888.647461 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -10888.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10937.785156 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -10937.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10970.268555 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -10970.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10992.402344 Penalty: 459.536926
	Iteration 3F: 3 clusters Score -10992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11005.678711 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -11005.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11063.566406 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -11063.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11078.500000 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -11078.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11099.025391 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -11099.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11113.326172 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -11113.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11131.543945 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -11131.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11134.583984 Penalty: 459.536926
	Iteration 10Q: 3 clusters Score -11134.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11134.583984 Penalty: 459.536926
	Iteration 11F: 3 clusters Score -11134.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -15857.990234 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -15857.99 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 122 members 
Entering Unmasked Estep 
Score: -15544.311523 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -15544.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15723.892578 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -15723.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15823.802734 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -15823.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15863.431641 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -15863.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15882.002930 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -15882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15884.164062 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -15884.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15884.441406 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -15884.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15884.441406 Penalty: 511.456482
	Iteration 7F: 3 clusters Score -15884.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 125 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 250 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 151 members 
Entering Unmasked Estep 
Score: -14142488.000000 Penalty: 59040.445312
Splitting cluster 42 changes total score from -14142695.000000 to -14142488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15518.977539 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15518.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15212.354492 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -15212.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15278.098633 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15278.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15291.814453 Penalty: 497.976624
	Iteration 2Q: 3 clusters Score -15291.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15300.054688 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -15300.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15303.448242 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15303.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15305.177734 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15305.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15305.177734 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -15305.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -24362.765625 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24362.77 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: -23979.167969 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23979.17 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24070.761719 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24070.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24089.373047 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24089.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24103.306641 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -24103.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24110.589844 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24110.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24115.929688 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24115.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24123.275391 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24123.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24128.587891 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24128.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24132.423828 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24132.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24136.636719 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24136.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24145.630859 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24145.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24153.662109 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -24153.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24161.476562 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -24161.48 nChanged 7
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: -24166.371094 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -24166.37 nChanged 1
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: -24166.826172 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -24166.83 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: -24167.460938 Penalty: 531.498352
	Iteration 15Q: 3 clusters Score -24167.46 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: -24169.037109 Penalty: 531.498352
	Iteration 16Q: 3 clusters Score -24169.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24170.869141 Penalty: 531.498352
	Iteration 17Q: 3 clusters Score -24170.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24171.263672 Penalty: 531.498352
	Iteration 18Q: 3 clusters Score -24171.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24171.263672 Penalty: 531.498352
	Iteration 19F: 3 clusters Score -24171.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -40517.421875 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -40517.42 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 340 members 
Entering Unmasked Estep 
Score: -39903.980469 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -39903.98 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40075.160156 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -40075.16 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40142.136719 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -40142.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40185.238281 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -40185.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40220.195312 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -40220.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40263.437500 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -40263.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40294.554688 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -40294.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40312.679688 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -40312.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40324.121094 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -40324.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40333.449219 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -40333.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40341.617188 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -40341.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40347.324219 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -40347.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40354.265625 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -40354.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40359.054688 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -40359.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40363.894531 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -40363.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40365.367188 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -40365.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40367.835938 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -40367.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40369.636719 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -40369.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40371.355469 Penalty: 594.044189
	Iteration 18Q: 3 clusters Score -40371.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40371.792969 Penalty: 594.044189
	Iteration 19Q: 3 clusters Score -40371.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40372.699219 Penalty: 594.044189
	Iteration 20F: 3 clusters Score -40372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40374.316406 Penalty: 594.044189
	Iteration 21Q: 3 clusters Score -40374.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40374.316406 Penalty: 594.044189
	Iteration 22F: 3 clusters Score -40374.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -41902.332031 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -41902.33 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 300 members 
Entering Unmasked Estep 
Score: -41369.843750 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -41369.84 nChanged 213
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: -41478.785156 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -41478.79 nChanged 42
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: -41509.292969 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -41509.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41532.105469 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -41532.11 nChanged 22
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: -41548.515625 Penalty: 581.816772
	Iteration 4Q: 3 clusters Score -41548.52 nChanged 27
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: -41572.363281 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -41572.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41596.929688 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -41596.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41622.472656 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -41622.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -41651.578125 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -41651.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41700.187500 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -41700.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -41755.218750 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -41755.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -41775.550781 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -41775.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41790.890625 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -41790.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41798.789062 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -41798.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -41802.906250 Penalty: 581.816772
	Iteration 14Q: 3 clusters Score -41802.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41804.839844 Penalty: 581.816772
	Iteration 15Q: 3 clusters Score -41804.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -41807.136719 Penalty: 581.816772
	Iteration 16Q: 3 clusters Score -41807.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41808.074219 Penalty: 581.816772
	Iteration 17Q: 3 clusters Score -41808.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -41809.078125 Penalty: 581.816772
	Iteration 18Q: 3 clusters Score -41809.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -41809.078125 Penalty: 581.816772
	Iteration 19F: 3 clusters Score -41809.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -17547.501953 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -17547.5 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 141 members 
Entering Unmasked Estep 
Score: -17200.599609 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -17200.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17276.763672 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -17276.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17300.923828 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -17300.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17310.726562 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -17310.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17314.662109 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -17314.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17314.662109 Penalty: 515.329407
	Iteration 5F: 3 clusters Score -17314.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -11319.031250 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -11319.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11015.101562 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -11015.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11213.011719 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -11213.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11380.822266 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -11380.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11551.487305 Penalty: 502.452942
	Iteration 3F: 3 clusters Score -11551.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11627.636719 Penalty: 502.452942
	Iteration 4F: 3 clusters Score -11627.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11717.080078 Penalty: 502.452942
	Iteration 5F: 3 clusters Score -11717.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11907.444336 Penalty: 502.452942
	Iteration 6F: 3 clusters Score -11907.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12196.891602 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -12196.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12261.963867 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -12261.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12261.963867 Penalty: 502.452942
	Iteration 9F: 3 clusters Score -12261.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 564 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Entering Unmasked Estep 
Score: -14143394.000000 Penalty: 59040.445312
Splitting cluster 48 changes total score from -14142695.000000 to -14143394.000000
So it's getting split into cluster 105.
Entering ConstructFrom: 
Trying to split cluster 49 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -98687.875000 Penalty: 338.204926
	Iteration 0F: 2 clusters Score -98687.88 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 867 members 
Entering Unmasked Estep 
Score: -97438.734375 Penalty: 676.409851
	Iteration 0F: 3 clusters Score -97438.73 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -97800.828125 Penalty: 676.409851
	Iteration 1F: 3 clusters Score -97800.83 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -97860.609375 Penalty: 676.409851
	Iteration 2F: 3 clusters Score -97860.61 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -97929.914062 Penalty: 676.409851
	Iteration 3F: 3 clusters Score -97929.91 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -98010.828125 Penalty: 676.409851
	Iteration 4F: 3 clusters Score -98010.83 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -98104.984375 Penalty: 676.409851
	Iteration 5F: 3 clusters Score -98104.98 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -98204.148438 Penalty: 676.409851
	Iteration 6F: 3 clusters Score -98204.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -98276.085938 Penalty: 676.409851
	Iteration 7F: 3 clusters Score -98276.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -98332.523438 Penalty: 676.409851
	Iteration 8Q: 3 clusters Score -98332.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -98379.281250 Penalty: 676.409851
	Iteration 9Q: 3 clusters Score -98379.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -98418.671875 Penalty: 676.409851
	Iteration 10Q: 3 clusters Score -98418.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -98446.789062 Penalty: 676.409851
	Iteration 11Q: 3 clusters Score -98446.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -98458.781250 Penalty: 676.409851
	Iteration 12Q: 3 clusters Score -98458.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -98464.500000 Penalty: 676.409851
	Iteration 13Q: 3 clusters Score -98464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -98465.664062 Penalty: 676.409851
	Iteration 14Q: 3 clusters Score -98465.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -98465.851562 Penalty: 676.409851
	Iteration 15Q: 3 clusters Score -98465.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -98465.851562 Penalty: 676.409851
	Iteration 16F: 3 clusters Score -98465.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (16717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Entering Unmasked Estep 
Score: -1414848.750000 Penalty: 442.450256
	Iteration 0F: 2 clusters Score -1414849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1406295.000000 Penalty: 884.900513
	Iteration 0F: 3 clusters Score -1406295 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1410643.500000 Penalty: 884.900513
	Iteration 1F: 3 clusters Score -1410644 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1410911.250000 Penalty: 884.900513
	Iteration 2F: 3 clusters Score -1410911 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1411387.000000 Penalty: 884.900513
	Iteration 3F: 3 clusters Score -1411387 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1412163.500000 Penalty: 884.900513
	Iteration 4F: 3 clusters Score -1412164 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1412972.250000 Penalty: 884.900513
	Iteration 5F: 3 clusters Score -1412972 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1413592.125000 Penalty: 884.900513
	Iteration 6F: 3 clusters Score -1413592 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1413929.250000 Penalty: 884.900513
	Iteration 7Q: 3 clusters Score -1413929 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1414077.250000 Penalty: 884.900513
	Iteration 8Q: 3 clusters Score -1414077 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1414162.250000 Penalty: 884.900513
	Iteration 9Q: 3 clusters Score -1414162 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1414188.875000 Penalty: 884.900513
	Iteration 10Q: 3 clusters Score -1414189 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1414192.500000 Penalty: 884.900513
	Iteration 11Q: 3 clusters Score -1414192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1414196.250000 Penalty: 884.900513
	Iteration 12Q: 3 clusters Score -1414196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1414204.875000 Penalty: 884.900513
	Iteration 13Q: 3 clusters Score -1414205 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1414207.875000 Penalty: 884.900513
	Iteration 14Q: 3 clusters Score -1414208 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1414220.500000 Penalty: 884.900513
	Iteration 15Q: 3 clusters Score -1414220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1414243.000000 Penalty: 884.900513
	Iteration 16Q: 3 clusters Score -1414243 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1414264.875000 Penalty: 884.900513
	Iteration 17Q: 3 clusters Score -1414265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1414270.000000 Penalty: 884.900513
	Iteration 18Q: 3 clusters Score -1414270 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1414277.625000 Penalty: 884.900513
	Iteration 19Q: 3 clusters Score -1414278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1414284.625000 Penalty: 884.900513
	Iteration 20F: 3 clusters Score -1414285 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1414308.875000 Penalty: 884.900513
	Iteration 21Q: 3 clusters Score -1414309 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1414328.000000 Penalty: 884.900513
	Iteration 22Q: 3 clusters Score -1414328 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1414319.375000 Penalty: 884.900513
	Iteration 23Q: 3 clusters Score -1414319 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1414317.125000 Penalty: 884.900513
	Iteration 24Q: 3 clusters Score -1414317 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1414307.750000 Penalty: 884.900513
	Iteration 25Q: 3 clusters Score -1414308 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1414291.000000 Penalty: 884.900513
	Iteration 26Q: 3 clusters Score -1414291 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1414255.500000 Penalty: 884.900513
	Iteration 27Q: 3 clusters Score -1414256 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1414212.875000 Penalty: 884.900513
	Iteration 28Q: 3 clusters Score -1414213 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1414171.250000 Penalty: 884.900513
	Iteration 29Q: 3 clusters Score -1414171 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1414116.625000 Penalty: 884.900513
	Iteration 30Q: 3 clusters Score -1414117 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1414079.625000 Penalty: 884.900513
	Iteration 31Q: 3 clusters Score -1414080 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1414049.125000 Penalty: 884.900513
	Iteration 32Q: 3 clusters Score -1414049 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1414039.375000 Penalty: 884.900513
	Iteration 33Q: 3 clusters Score -1414039 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1414025.500000 Penalty: 884.900513
	Iteration 34Q: 3 clusters Score -1414026 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1414015.375000 Penalty: 884.900513
	Iteration 35Q: 3 clusters Score -1414015 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1414021.500000 Penalty: 884.900513
	Iteration 36Q: 3 clusters Score -1414022 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1414007.625000 Penalty: 884.900513
	Iteration 37Q: 3 clusters Score -1414008 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1413997.000000 Penalty: 884.900513
	Iteration 38Q: 3 clusters Score -1413997 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1413979.875000 Penalty: 884.900513
	Iteration 39Q: 3 clusters Score -1413980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1414099.500000 Penalty: 884.900513
	Iteration 40F: 3 clusters Score -1414100 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1414156.250000 Penalty: 884.900513
	Iteration 41Q: 3 clusters Score -1414156 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1414193.375000 Penalty: 884.900513
	Iteration 42Q: 3 clusters Score -1414193 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1414228.250000 Penalty: 884.900513
	Iteration 43Q: 3 clusters Score -1414228 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1414269.375000 Penalty: 884.900513
	Iteration 44Q: 3 clusters Score -1414269 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1414302.250000 Penalty: 884.900513
	Iteration 45Q: 3 clusters Score -1414302 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1414328.625000 Penalty: 884.900513
	Iteration 46Q: 3 clusters Score -1414329 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1414342.375000 Penalty: 884.900513
	Iteration 47Q: 3 clusters Score -1414342 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1414342.750000 Penalty: 884.900513
	Iteration 48Q: 3 clusters Score -1414343 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1414320.875000 Penalty: 884.900513
	Iteration 49Q: 3 clusters Score -1414321 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1414302.375000 Penalty: 884.900513
	Iteration 50Q: 3 clusters Score -1414302 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1414277.750000 Penalty: 884.900513
	Iteration 51Q: 3 clusters Score -1414278 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1414259.250000 Penalty: 884.900513
	Iteration 52Q: 3 clusters Score -1414259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1414239.500000 Penalty: 884.900513
	Iteration 53Q: 3 clusters Score -1414240 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1414205.625000 Penalty: 884.900513
	Iteration 54Q: 3 clusters Score -1414206 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1414198.375000 Penalty: 884.900513
	Iteration 55Q: 3 clusters Score -1414198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1414182.250000 Penalty: 884.900513
	Iteration 56Q: 3 clusters Score -1414182 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1414151.500000 Penalty: 884.900513
	Iteration 57Q: 3 clusters Score -1414152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1414149.250000 Penalty: 884.900513
	Iteration 58Q: 3 clusters Score -1414149 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1414143.875000 Penalty: 884.900513
	Iteration 59Q: 3 clusters Score -1414144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1414160.375000 Penalty: 884.900513
	Iteration 60F: 3 clusters Score -1414160 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1414152.125000 Penalty: 884.900513
	Iteration 61Q: 3 clusters Score -1414152 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1414127.500000 Penalty: 884.900513
	Iteration 62Q: 3 clusters Score -1414128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1414113.125000 Penalty: 884.900513
	Iteration 63Q: 3 clusters Score -1414113 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1414119.250000 Penalty: 884.900513
	Iteration 64Q: 3 clusters Score -1414119 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1414124.000000 Penalty: 884.900513
	Iteration 65Q: 3 clusters Score -1414124 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1414130.000000 Penalty: 884.900513
	Iteration 66Q: 3 clusters Score -1414130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1414107.750000 Penalty: 884.900513
	Iteration 67Q: 3 clusters Score -1414108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1414117.375000 Penalty: 884.900513
	Iteration 68Q: 3 clusters Score -1414117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1414113.875000 Penalty: 884.900513
	Iteration 69Q: 3 clusters Score -1414114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1414123.250000 Penalty: 884.900513
	Iteration 70Q: 3 clusters Score -1414123 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1414131.500000 Penalty: 884.900513
	Iteration 71Q: 3 clusters Score -1414132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1414145.625000 Penalty: 884.900513
	Iteration 72Q: 3 clusters Score -1414146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1414168.375000 Penalty: 884.900513
	Iteration 73Q: 3 clusters Score -1414168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1414192.625000 Penalty: 884.900513
	Iteration 74Q: 3 clusters Score -1414193 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1414219.000000 Penalty: 884.900513
	Iteration 75Q: 3 clusters Score -1414219 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1414239.375000 Penalty: 884.900513
	Iteration 76Q: 3 clusters Score -1414239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1414256.000000 Penalty: 884.900513
	Iteration 77Q: 3 clusters Score -1414256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1414262.375000 Penalty: 884.900513
	Iteration 78Q: 3 clusters Score -1414262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1414282.875000 Penalty: 884.900513
	Iteration 79Q: 3 clusters Score -1414283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1414293.125000 Penalty: 884.900513
	Iteration 80F: 3 clusters Score -1414293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1414322.875000 Penalty: 884.900513
	Iteration 81Q: 3 clusters Score -1414323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1414347.125000 Penalty: 884.900513
	Iteration 82Q: 3 clusters Score -1414347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1414358.125000 Penalty: 884.900513
	Iteration 83Q: 3 clusters Score -1414358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1414369.250000 Penalty: 884.900513
	Iteration 84Q: 3 clusters Score -1414369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1414386.250000 Penalty: 884.900513
	Iteration 85Q: 3 clusters Score -1414386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1414403.000000 Penalty: 884.900513
	Iteration 86Q: 3 clusters Score -1414403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1414404.875000 Penalty: 884.900513
	Iteration 87Q: 3 clusters Score -1414405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1414416.375000 Penalty: 884.900513
	Iteration 88Q: 3 clusters Score -1414416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1414423.375000 Penalty: 884.900513
	Iteration 89Q: 3 clusters Score -1414423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1414420.625000 Penalty: 884.900513
	Iteration 90Q: 3 clusters Score -1414421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1414424.750000 Penalty: 884.900513
	Iteration 91Q: 3 clusters Score -1414425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1414430.625000 Penalty: 884.900513
	Iteration 92Q: 3 clusters Score -1414431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1414423.375000 Penalty: 884.900513
	Iteration 93Q: 3 clusters Score -1414423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1414431.750000 Penalty: 884.900513
	Iteration 94Q: 3 clusters Score -1414432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1414430.875000 Penalty: 884.900513
	Iteration 95Q: 3 clusters Score -1414431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1414434.125000 Penalty: 884.900513
	Iteration 96Q: 3 clusters Score -1414434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1414441.125000 Penalty: 884.900513
	Iteration 97Q: 3 clusters Score -1414441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1414447.250000 Penalty: 884.900513
	Iteration 98Q: 3 clusters Score -1414447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1414450.250000 Penalty: 884.900513
	Iteration 99Q: 3 clusters Score -1414450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1414456.625000 Penalty: 884.900513
	Iteration 100F: 3 clusters Score -1414457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1414455.000000 Penalty: 884.900513
	Iteration 101Q: 3 clusters Score -1414455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1414452.500000 Penalty: 884.900513
	Iteration 102Q: 3 clusters Score -1414452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1414454.125000 Penalty: 884.900513
	Iteration 103Q: 3 clusters Score -1414454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1414455.750000 Penalty: 884.900513
	Iteration 104Q: 3 clusters Score -1414456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1414461.250000 Penalty: 884.900513
	Iteration 105Q: 3 clusters Score -1414461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1414463.625000 Penalty: 884.900513
	Iteration 106Q: 3 clusters Score -1414464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1414464.500000 Penalty: 884.900513
	Iteration 107Q: 3 clusters Score -1414464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1414464.500000 Penalty: 884.900513
	Iteration 108F: 3 clusters Score -1414464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -20266.847656 Penalty: 288.244965
	Iteration 0F: 2 clusters Score -20266.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19750.570312 Penalty: 576.489929
	Iteration 0F: 3 clusters Score -19750.57 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19962.722656 Penalty: 576.489929
	Iteration 1F: 3 clusters Score -19962.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -20062.121094 Penalty: 576.489929
	Iteration 2F: 3 clusters Score -20062.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20167.187500 Penalty: 576.489929
	Iteration 3F: 3 clusters Score -20167.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20249.322266 Penalty: 576.489929
	Iteration 4F: 3 clusters Score -20249.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20308.556641 Penalty: 576.489929
	Iteration 5F: 3 clusters Score -20308.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20345.126953 Penalty: 576.489929
	Iteration 6Q: 3 clusters Score -20345.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20359.347656 Penalty: 576.489929
	Iteration 7Q: 3 clusters Score -20359.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20370.757812 Penalty: 576.489929
	Iteration 8Q: 3 clusters Score -20370.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20374.498047 Penalty: 576.489929
	Iteration 9Q: 3 clusters Score -20374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20377.107422 Penalty: 576.489929
	Iteration 10Q: 3 clusters Score -20377.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20380.996094 Penalty: 576.489929
	Iteration 11Q: 3 clusters Score -20381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20381.943359 Penalty: 576.489929
	Iteration 12Q: 3 clusters Score -20381.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20381.943359 Penalty: 576.489929
	Iteration 13F: 3 clusters Score -20381.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 172 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Entering Unmasked Estep 
Score: -14143236.000000 Penalty: 59602.734375
Splitting cluster 51 changes total score from -14142695.000000 to -14143236.000000
So it's getting split into cluster 106.
Entering ConstructFrom: 
Trying to split cluster 52 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6669.816406 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6669.816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6431.653320 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6431.653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6488.532227 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6488.532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6510.712891 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6510.713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6531.316406 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -6531.316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6548.771484 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6548.771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6566.984375 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6566.984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6569.014648 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -6569.015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6569.014648 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -6569.015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8459.804688 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8459.805 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 86 members 
Entering Unmasked Estep 
Score: -8221.816406 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8221.816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8315.783203 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8315.783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8385.233398 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -8385.233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8416.976562 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -8416.977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8451.740234 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -8451.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8479.640625 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -8479.641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8487.872070 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -8487.872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8492.036133 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -8492.036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8492.432617 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -8492.433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8492.432617 Penalty: 468.421997
	Iteration 9F: 3 clusters Score -8492.433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Entering Unmasked Estep 
Score: -14142942.000000 Penalty: 60165.023438
Splitting cluster 53 changes total score from -14142695.000000 to -14142942.000000
So it's getting split into cluster 107.
Entering ConstructFrom: 
Trying to split cluster 54 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -5638.880859 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -5638.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5433.044434 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -5433.044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5512.406738 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -5512.407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5518.218262 Penalty: 431.788818
	Iteration 2Q: 3 clusters Score -5518.218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5524.084473 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -5524.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5524.084473 Penalty: 431.788818
	Iteration 4F: 3 clusters Score -5524.084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -15219.915039 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -15219.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14868.778320 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -14868.78 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14941.500000 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -14941.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14972.997070 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -14973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14987.719727 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -14987.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14992.957031 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -14992.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14996.085938 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -14996.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15000.273438 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -15000.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15002.132812 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -15002.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15003.281250 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -15003.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15005.795898 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -15005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15010.342773 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -15010.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15013.859375 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -15013.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15013.859375 Penalty: 509.456421
	Iteration 12F: 3 clusters Score -15013.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -47748.894531 Penalty: 308.070923
	Iteration 0F: 2 clusters Score -47748.89 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 459 members 
Entering Unmasked Estep 
Score: -47019.562500 Penalty: 616.141846
	Iteration 0F: 3 clusters Score -47019.56 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -47246.464844 Penalty: 616.141846
	Iteration 1F: 3 clusters Score -47246.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -47303.480469 Penalty: 616.141846
	Iteration 2F: 3 clusters Score -47303.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47342.535156 Penalty: 616.141846
	Iteration 3F: 3 clusters Score -47342.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -47374.839844 Penalty: 616.141846
	Iteration 4Q: 3 clusters Score -47374.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -47415.460938 Penalty: 616.141846
	Iteration 5Q: 3 clusters Score -47415.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -47461.503906 Penalty: 616.141846
	Iteration 6F: 3 clusters Score -47461.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -47506.566406 Penalty: 616.141846
	Iteration 7F: 3 clusters Score -47506.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -47544.539062 Penalty: 616.141846
	Iteration 8Q: 3 clusters Score -47544.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -47568.277344 Penalty: 616.141846
	Iteration 9Q: 3 clusters Score -47568.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -47585.843750 Penalty: 616.141846
	Iteration 10Q: 3 clusters Score -47585.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -47599.320312 Penalty: 616.141846
	Iteration 11Q: 3 clusters Score -47599.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -47609.421875 Penalty: 616.141846
	Iteration 12Q: 3 clusters Score -47609.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -47633.035156 Penalty: 616.141846
	Iteration 13Q: 3 clusters Score -47633.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -47645.160156 Penalty: 616.141846
	Iteration 14Q: 3 clusters Score -47645.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -47655.429688 Penalty: 616.141846
	Iteration 15Q: 3 clusters Score -47655.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -47668.566406 Penalty: 616.141846
	Iteration 16Q: 3 clusters Score -47668.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -47673.140625 Penalty: 616.141846
	Iteration 17Q: 3 clusters Score -47673.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -47676.593750 Penalty: 616.141846
	Iteration 18Q: 3 clusters Score -47676.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -47677.644531 Penalty: 616.141846
	Iteration 19Q: 3 clusters Score -47677.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -47688.492188 Penalty: 616.141846
	Iteration 20F: 3 clusters Score -47688.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -47702.875000 Penalty: 616.141846
	Iteration 21Q: 3 clusters Score -47702.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -47706.796875 Penalty: 616.141846
	Iteration 22Q: 3 clusters Score -47706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -47710.906250 Penalty: 616.141846
	Iteration 23Q: 3 clusters Score -47710.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -47713.750000 Penalty: 616.141846
	Iteration 24Q: 3 clusters Score -47713.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -47714.910156 Penalty: 616.141846
	Iteration 25Q: 3 clusters Score -47714.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -47714.910156 Penalty: 616.141846
	Iteration 26F: 3 clusters Score -47714.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -3142.614502 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -3142.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2979.186768 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -2979.187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3008.665283 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -3008.665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3019.589355 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -3019.589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3025.196289 Penalty: 382.627045
	Iteration 3Q: 3 clusters Score -3025.196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3025.196289 Penalty: 382.627045
	Iteration 4F: 3 clusters Score -3025.196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -21084.562500 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -21084.56 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 179 members 
Entering Unmasked Estep 
Score: -20720.166016 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20720.17 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20865.232422 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20865.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20906.632812 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20906.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20930.564453 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -20930.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20952.167969 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -20952.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20977.537109 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20977.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20990.552734 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20990.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20999.216797 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -20999.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21000.257812 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -21000.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21002.658203 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -21002.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21002.658203 Penalty: 532.550415
	Iteration 10F: 3 clusters Score -21002.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -10985.629883 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10985.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10711.248047 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10711.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10801.334961 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10801.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10831.666016 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10831.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10859.306641 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10859.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10875.793945 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10875.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10889.455078 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10889.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10919.326172 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10919.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10933.801758 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -10933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10950.293945 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -10950.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10959.230469 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -10959.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10974.624023 Penalty: 476.030884
	Iteration 10Q: 3 clusters Score -10974.62 nChanged 4
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: -10995.380859 Penalty: 476.030884
	Iteration 11Q: 3 clusters Score -10995.38 nChanged 4
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: -11016.488281 Penalty: 476.030884
	Iteration 12Q: 3 clusters Score -11016.49 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: -11030.232422 Penalty: 476.030884
	Iteration 13Q: 3 clusters Score -11030.23 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: -11035.003906 Penalty: 476.030884
	Iteration 14Q: 3 clusters Score -11035 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: -11044.199219 Penalty: 476.030884
	Iteration 15Q: 3 clusters Score -11044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11067.366211 Penalty: 476.030884
	Iteration 16Q: 3 clusters Score -11067.37 nChanged 3
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: -11083.748047 Penalty: 476.030884
	Iteration 17Q: 3 clusters Score -11083.75 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: -11091.683594 Penalty: 476.030884
	Iteration 18F: 3 clusters Score -11091.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11118.441406 Penalty: 476.030884
	Iteration 19Q: 3 clusters Score -11118.44 nChanged 1
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: -11159.942383 Penalty: 476.030884
	Iteration 20F: 3 clusters Score -11159.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Entering Unmasked Estep 
Score: -14142780.000000 Penalty: 60727.312500
Splitting cluster 59 changes total score from -14142695.000000 to -14142780.000000
So it's getting split into cluster 108.
Entering ConstructFrom: 
Trying to split cluster 60 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -6143.327637 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -6143.328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5941.929688 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -5941.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5989.510742 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -5989.511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6003.226562 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -6003.227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6006.527344 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -6006.527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6006.527344 Penalty: 419.975952
	Iteration 4F: 3 clusters Score -6006.527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -6310.084961 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -6310.085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6014.331543 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -6014.332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6180.858887 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -6180.859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6263.001465 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -6263.001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6288.548340 Penalty: 498.358154
	Iteration 3F: 3 clusters Score -6288.548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6321.835449 Penalty: 498.358154
	Iteration 4F: 3 clusters Score -6321.835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6369.014648 Penalty: 498.358154
	Iteration 5F: 3 clusters Score -6369.015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6412.309082 Penalty: 498.358154
	Iteration 6F: 3 clusters Score -6412.309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6421.244141 Penalty: 498.358154
	Iteration 7Q: 3 clusters Score -6421.244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6422.523926 Penalty: 498.358154
	Iteration 8Q: 3 clusters Score -6422.524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6422.523926 Penalty: 498.358154
	Iteration 9F: 3 clusters Score -6422.524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 74 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 165 members 
Entering Unmasked Estep 
Score: -14142577.000000 Penalty: 61289.605469
Splitting cluster 61 changes total score from -14142695.000000 to -14142577.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -7820.197266 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -7820.197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7605.417969 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -7605.418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7665.729492 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -7665.729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7682.569336 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -7682.569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7683.763672 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -7683.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7683.763672 Penalty: 433.357849
	Iteration 4F: 3 clusters Score -7683.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5466.630859 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5466.631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5270.083008 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -5270.083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5311.397461 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5311.397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5349.208984 Penalty: 421.760345
	Iteration 2F: 3 clusters Score -5349.209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5379.109375 Penalty: 421.760345
	Iteration 3F: 3 clusters Score -5379.109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5383.031738 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -5383.032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -5383.031738 Penalty: 421.760345
	Iteration 5F: 3 clusters Score -5383.032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7150.475586 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7150.476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6946.420410 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6946.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7057.867188 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7057.867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7100.913574 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7100.914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7110.970215 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7110.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7121.195801 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7121.196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -7128.732422 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7128.732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -7128.732422 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -7128.732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -118265.398438 Penalty: 343.888763
	Iteration 0F: 2 clusters Score -118265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -116888.625000 Penalty: 687.777527
	Iteration 0F: 3 clusters Score -116888.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -117320.234375 Penalty: 687.777527
	Iteration 1F: 3 clusters Score -117320.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -117402.476562 Penalty: 687.777527
	Iteration 2F: 3 clusters Score -117402.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -117480.187500 Penalty: 687.777527
	Iteration 3F: 3 clusters Score -117480.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -117576.703125 Penalty: 687.777527
	Iteration 4F: 3 clusters Score -117576.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -117694.984375 Penalty: 687.777527
	Iteration 5F: 3 clusters Score -117695 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -117794.617188 Penalty: 687.777527
	Iteration 6F: 3 clusters Score -117794.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -117879.132812 Penalty: 687.777527
	Iteration 7F: 3 clusters Score -117879.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -117952.726562 Penalty: 687.777527
	Iteration 8Q: 3 clusters Score -117952.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -117989.929688 Penalty: 687.777527
	Iteration 9Q: 3 clusters Score -117989.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -118015.890625 Penalty: 687.777527
	Iteration 10Q: 3 clusters Score -118015.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -118033.195312 Penalty: 687.777527
	Iteration 11Q: 3 clusters Score -118033.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -118039.273438 Penalty: 687.777527
	Iteration 12Q: 3 clusters Score -118039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -118042.367188 Penalty: 687.777527
	Iteration 13Q: 3 clusters Score -118042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -118045.023438 Penalty: 687.777527
	Iteration 14Q: 3 clusters Score -118045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -118048.890625 Penalty: 687.777527
	Iteration 15Q: 3 clusters Score -118048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -118050.976562 Penalty: 687.777527
	Iteration 16Q: 3 clusters Score -118051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -118050.976562 Penalty: 687.777527
	Iteration 17F: 3 clusters Score -118051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -3367.605469 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -3367.605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3173.162598 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -3173.163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3279.616211 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -3279.616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3328.327881 Penalty: 420.872528
	Iteration 2F: 3 clusters Score -3328.328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3339.332520 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -3339.333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3339.332520 Penalty: 420.872528
	Iteration 4F: 3 clusters Score -3339.333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -6195.525879 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -6195.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6006.113281 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -6006.113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6040.054199 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -6040.054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6052.287109 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -6052.287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6064.502441 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -6064.502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6074.683594 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -6074.684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6078.760254 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -6078.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6078.760254 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -6078.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -56589.027344 Penalty: 300.541046
	Iteration 0F: 2 clusters Score -56589.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -55930.878906 Penalty: 601.082092
	Iteration 0F: 3 clusters Score -55930.88 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -56161.703125 Penalty: 601.082092
	Iteration 1F: 3 clusters Score -56161.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -56195.664062 Penalty: 601.082092
	Iteration 2F: 3 clusters Score -56195.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -56219.503906 Penalty: 601.082092
	Iteration 3Q: 3 clusters Score -56219.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -56255.183594 Penalty: 601.082092
	Iteration 4Q: 3 clusters Score -56255.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -56279.562500 Penalty: 601.082092
	Iteration 5Q: 3 clusters Score -56279.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -56297.613281 Penalty: 601.082092
	Iteration 6Q: 3 clusters Score -56297.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -56318.832031 Penalty: 601.082092
	Iteration 7Q: 3 clusters Score -56318.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56340.527344 Penalty: 601.082092
	Iteration 8Q: 3 clusters Score -56340.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -56352.386719 Penalty: 601.082092
	Iteration 9Q: 3 clusters Score -56352.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -56362.746094 Penalty: 601.082092
	Iteration 10Q: 3 clusters Score -56362.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -56370.519531 Penalty: 601.082092
	Iteration 11Q: 3 clusters Score -56370.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -56377.578125 Penalty: 601.082092
	Iteration 12Q: 3 clusters Score -56377.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -56385.429688 Penalty: 601.082092
	Iteration 13Q: 3 clusters Score -56385.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -56397.292969 Penalty: 601.082092
	Iteration 14Q: 3 clusters Score -56397.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56407.914062 Penalty: 601.082092
	Iteration 15Q: 3 clusters Score -56407.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -56411.238281 Penalty: 601.082092
	Iteration 16Q: 3 clusters Score -56411.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56411.378906 Penalty: 601.082092
	Iteration 17Q: 3 clusters Score -56411.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56411.378906 Penalty: 601.082092
	Iteration 18F: 3 clusters Score -56411.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -12865.047852 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -12865.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12571.110352 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -12571.11 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12666.400391 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -12666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12680.777344 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -12680.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12684.276367 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -12684.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12687.838867 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -12687.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12692.214844 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -12692.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12696.732422 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -12696.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12699.120117 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -12699.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12699.578125 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -12699.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12699.578125 Penalty: 490.820129
	Iteration 9F: 3 clusters Score -12699.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -4760.718262 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -4760.718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4575.834961 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4575.835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4682.967773 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4682.968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4713.041504 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -4713.042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4717.176270 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4717.176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4717.176270 Penalty: 428.567261
	Iteration 4F: 3 clusters Score -4717.176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -113408.031250 Penalty: 330.513367
	Iteration 0F: 2 clusters Score -113408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -112356.914062 Penalty: 661.026733
	Iteration 0F: 3 clusters Score -112356.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112734.265625 Penalty: 661.026733
	Iteration 1F: 3 clusters Score -112734.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -112828.187500 Penalty: 661.026733
	Iteration 2F: 3 clusters Score -112828.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112898.937500 Penalty: 661.026733
	Iteration 3F: 3 clusters Score -112898.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112954.242188 Penalty: 661.026733
	Iteration 4F: 3 clusters Score -112954.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113016.601562 Penalty: 661.026733
	Iteration 5Q: 3 clusters Score -113016.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113073.289062 Penalty: 661.026733
	Iteration 6Q: 3 clusters Score -113073.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -113111.203125 Penalty: 661.026733
	Iteration 7Q: 3 clusters Score -113111.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -113144.960938 Penalty: 661.026733
	Iteration 8Q: 3 clusters Score -113145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -113177.617188 Penalty: 661.026733
	Iteration 9Q: 3 clusters Score -113177.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -113220.382812 Penalty: 661.026733
	Iteration 10Q: 3 clusters Score -113220.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -113247.882812 Penalty: 661.026733
	Iteration 11Q: 3 clusters Score -113247.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113270.007812 Penalty: 661.026733
	Iteration 12Q: 3 clusters Score -113270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -113289.898438 Penalty: 661.026733
	Iteration 13Q: 3 clusters Score -113289.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -113301.742188 Penalty: 661.026733
	Iteration 14Q: 3 clusters Score -113301.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -113313.484375 Penalty: 661.026733
	Iteration 15Q: 3 clusters Score -113313.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -113318.585938 Penalty: 661.026733
	Iteration 16Q: 3 clusters Score -113318.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -113334.039062 Penalty: 661.026733
	Iteration 17Q: 3 clusters Score -113334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -113351.046875 Penalty: 661.026733
	Iteration 18Q: 3 clusters Score -113351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -113361.640625 Penalty: 661.026733
	Iteration 19Q: 3 clusters Score -113361.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -113368.398438 Penalty: 661.026733
	Iteration 20F: 3 clusters Score -113368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113374.460938 Penalty: 661.026733
	Iteration 21Q: 3 clusters Score -113374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113377.867188 Penalty: 661.026733
	Iteration 22Q: 3 clusters Score -113377.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -113389.156250 Penalty: 661.026733
	Iteration 23Q: 3 clusters Score -113389.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -113402.781250 Penalty: 661.026733
	Iteration 24Q: 3 clusters Score -113402.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113414.906250 Penalty: 661.026733
	Iteration 25Q: 3 clusters Score -113414.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113426.351562 Penalty: 661.026733
	Iteration 26Q: 3 clusters Score -113426.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113438.851562 Penalty: 661.026733
	Iteration 27Q: 3 clusters Score -113438.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113453.500000 Penalty: 661.026733
	Iteration 28Q: 3 clusters Score -113453.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -113463.164062 Penalty: 661.026733
	Iteration 29Q: 3 clusters Score -113463.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113474.414062 Penalty: 661.026733
	Iteration 30Q: 3 clusters Score -113474.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113484.992188 Penalty: 661.026733
	Iteration 31Q: 3 clusters Score -113485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113493.023438 Penalty: 661.026733
	Iteration 32Q: 3 clusters Score -113493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113500.914062 Penalty: 661.026733
	Iteration 33Q: 3 clusters Score -113500.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113509.484375 Penalty: 661.026733
	Iteration 34Q: 3 clusters Score -113509.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113521.546875 Penalty: 661.026733
	Iteration 35Q: 3 clusters Score -113521.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113529.007812 Penalty: 661.026733
	Iteration 36Q: 3 clusters Score -113529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113533.773438 Penalty: 661.026733
	Iteration 37Q: 3 clusters Score -113533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113537.875000 Penalty: 661.026733
	Iteration 38Q: 3 clusters Score -113537.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -113541.437500 Penalty: 661.026733
	Iteration 39Q: 3 clusters Score -113541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113545.773438 Penalty: 661.026733
	Iteration 40F: 3 clusters Score -113545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113549.656250 Penalty: 661.026733
	Iteration 41Q: 3 clusters Score -113549.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -113552.796875 Penalty: 661.026733
	Iteration 42Q: 3 clusters Score -113552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113554.804688 Penalty: 661.026733
	Iteration 43Q: 3 clusters Score -113554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113555.210938 Penalty: 661.026733
	Iteration 44Q: 3 clusters Score -113555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113555.335938 Penalty: 661.026733
	Iteration 45Q: 3 clusters Score -113555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113555.859375 Penalty: 661.026733
	Iteration 46Q: 3 clusters Score -113555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113556.742188 Penalty: 661.026733
	Iteration 47Q: 3 clusters Score -113556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113557.250000 Penalty: 661.026733
	Iteration 48Q: 3 clusters Score -113557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -113557.250000 Penalty: 661.026733
	Iteration 49F: 3 clusters Score -113557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 869 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 559 members 
Entering Unmasked Estep 
Score: -14142683.000000 Penalty: 61289.605469
Splitting cluster 71 changes total score from -14142695.000000 to -14142683.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8982.453125 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8982.453 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 84 members 
Entering Unmasked Estep 
Score: -8706.626953 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8706.627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8786.034180 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8786.034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8828.654297 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -8828.654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8847.529297 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -8847.529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8867.505859 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -8867.506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8891.900391 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -8891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8904.607422 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -8904.607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8911.213867 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -8911.214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8920.798828 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -8920.799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8930.733398 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -8930.733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8941.452148 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -8941.452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8949.395508 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -8949.396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8949.959961 Penalty: 477.479187
	Iteration 12F: 3 clusters Score -8949.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8969.478516 Penalty: 477.479187
	Iteration 13Q: 3 clusters Score -8969.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8993.773438 Penalty: 477.479187
	Iteration 14Q: 3 clusters Score -8993.773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9078.021484 Penalty: 477.479187
	Iteration 15Q: 3 clusters Score -9078.021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9095.208008 Penalty: 477.479187
	Iteration 16Q: 3 clusters Score -9095.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9100.240234 Penalty: 477.479187
	Iteration 17Q: 3 clusters Score -9100.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9100.240234 Penalty: 477.479187
	Iteration 18F: 3 clusters Score -9100.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 112 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 78 members 
Entering Unmasked Estep 
Score: -14142574.000000 Penalty: 61289.605469
Splitting cluster 72 changes total score from -14142695.000000 to -14142574.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -8934.116211 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -8934.116 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 89 members 
Entering Unmasked Estep 
Score: -8685.214844 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -8685.215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8757.092773 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -8757.093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8773.412109 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -8773.412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8779.391602 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -8779.392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8782.584961 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -8782.585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8786.363281 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -8786.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8787.758789 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -8787.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8788.734375 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -8788.734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8791.991211 Penalty: 469.995514
	Iteration 8Q: 3 clusters Score -8791.991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8802.968750 Penalty: 469.995514
	Iteration 9Q: 3 clusters Score -8802.969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8807.392578 Penalty: 469.995514
	Iteration 10Q: 3 clusters Score -8807.393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8825.279297 Penalty: 469.995514
	Iteration 11Q: 3 clusters Score -8825.279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8827.238281 Penalty: 469.995514
	Iteration 12Q: 3 clusters Score -8827.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8827.238281 Penalty: 469.995514
	Iteration 13F: 3 clusters Score -8827.238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -114191.695312 Penalty: 343.098297
	Iteration 0F: 2 clusters Score -114191.7 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 976 members 
Entering Unmasked Estep 
Score: -112842.867188 Penalty: 686.196594
	Iteration 0F: 3 clusters Score -112842.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -113283.734375 Penalty: 686.196594
	Iteration 1F: 3 clusters Score -113283.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -113353.242188 Penalty: 686.196594
	Iteration 2F: 3 clusters Score -113353.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -113420.046875 Penalty: 686.196594
	Iteration 3F: 3 clusters Score -113420 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -113509.953125 Penalty: 686.196594
	Iteration 4F: 3 clusters Score -113510 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -113578.382812 Penalty: 686.196594
	Iteration 5F: 3 clusters Score -113578.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -113635.812500 Penalty: 686.196594
	Iteration 6Q: 3 clusters Score -113635.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -113682.585938 Penalty: 686.196594
	Iteration 7Q: 3 clusters Score -113682.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -113722.796875 Penalty: 686.196594
	Iteration 8Q: 3 clusters Score -113722.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -113761.546875 Penalty: 686.196594
	Iteration 9Q: 3 clusters Score -113761.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -113801.062500 Penalty: 686.196594
	Iteration 10Q: 3 clusters Score -113801.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -113825.085938 Penalty: 686.196594
	Iteration 11Q: 3 clusters Score -113825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -113843.492188 Penalty: 686.196594
	Iteration 12Q: 3 clusters Score -113843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -113849.187500 Penalty: 686.196594
	Iteration 13Q: 3 clusters Score -113849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -113849.343750 Penalty: 686.196594
	Iteration 14Q: 3 clusters Score -113849.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -113849.343750 Penalty: 686.196594
	Iteration 15F: 3 clusters Score -113849.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -25841.351562 Penalty: 282.855591
	Iteration 0F: 2 clusters Score -25841.35 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 232 members 
Entering Unmasked Estep 
Score: -25360.416016 Penalty: 565.711182
	Iteration 0F: 3 clusters Score -25360.42 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25607.378906 Penalty: 565.711182
	Iteration 1F: 3 clusters Score -25607.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25688.287109 Penalty: 565.711182
	Iteration 2F: 3 clusters Score -25688.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25741.593750 Penalty: 565.711182
	Iteration 3F: 3 clusters Score -25741.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25750.636719 Penalty: 565.711182
	Iteration 4Q: 3 clusters Score -25750.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25758.412109 Penalty: 565.711182
	Iteration 5Q: 3 clusters Score -25758.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25764.244141 Penalty: 565.711182
	Iteration 6Q: 3 clusters Score -25764.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25766.156250 Penalty: 565.711182
	Iteration 7Q: 3 clusters Score -25766.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25769.751953 Penalty: 565.711182
	Iteration 8Q: 3 clusters Score -25769.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25774.705078 Penalty: 565.711182
	Iteration 9Q: 3 clusters Score -25774.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25779.601562 Penalty: 565.711182
	Iteration 10Q: 3 clusters Score -25779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25786.117188 Penalty: 565.711182
	Iteration 11Q: 3 clusters Score -25786.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25790.990234 Penalty: 565.711182
	Iteration 12Q: 3 clusters Score -25790.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25793.328125 Penalty: 565.711182
	Iteration 13Q: 3 clusters Score -25793.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25794.537109 Penalty: 565.711182
	Iteration 14Q: 3 clusters Score -25794.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25795.658203 Penalty: 565.711182
	Iteration 15Q: 3 clusters Score -25795.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25797.949219 Penalty: 565.711182
	Iteration 16Q: 3 clusters Score -25797.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25798.218750 Penalty: 565.711182
	Iteration 17Q: 3 clusters Score -25798.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25798.218750 Penalty: 565.711182
	Iteration 18F: 3 clusters Score -25798.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -21462.156250 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -21462.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21042.365234 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -21042.37 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21142.279297 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -21142.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21163.703125 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -21163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21170.701172 Penalty: 541.033264
	Iteration 3Q: 3 clusters Score -21170.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21172.583984 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -21172.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21172.994141 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -21172.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21174.910156 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -21174.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21177.376953 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -21177.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21179.593750 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -21179.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21182.271484 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -21182.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21183.689453 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -21183.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21184.716797 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -21184.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21186.134766 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -21186.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21186.455078 Penalty: 541.033264
	Iteration 13Q: 3 clusters Score -21186.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21186.455078 Penalty: 541.033264
	Iteration 14F: 3 clusters Score -21186.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -13924.051758 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -13924.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13569.731445 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -13569.73 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13647.858398 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -13647.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13677.867188 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -13677.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13699.233398 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -13699.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13715.399414 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -13715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13728.194336 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -13728.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13731.327148 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -13731.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13735.282227 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -13735.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13740.525391 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -13740.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13743.826172 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -13743.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13746.587891 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -13746.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13748.830078 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -13748.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13751.020508 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -13751.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13751.020508 Penalty: 509.792816
	Iteration 13F: 3 clusters Score -13751.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -69004.109375 Penalty: 313.937408
	Iteration 0F: 2 clusters Score -69004.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -68202.062500 Penalty: 627.874817
	Iteration 0F: 3 clusters Score -68202.06 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68540.312500 Penalty: 627.874817
	Iteration 1F: 3 clusters Score -68540.31 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68655.414062 Penalty: 627.874817
	Iteration 2F: 3 clusters Score -68655.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -68787.367188 Penalty: 627.874817
	Iteration 3F: 3 clusters Score -68787.37 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -68911.421875 Penalty: 627.874817
	Iteration 4F: 3 clusters Score -68911.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -69026.250000 Penalty: 627.874817
	Iteration 5F: 3 clusters Score -69026.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -69111.210938 Penalty: 627.874817
	Iteration 6Q: 3 clusters Score -69111.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -69138.343750 Penalty: 627.874817
	Iteration 7Q: 3 clusters Score -69138.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -69152.890625 Penalty: 627.874817
	Iteration 8Q: 3 clusters Score -69152.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69156.062500 Penalty: 627.874817
	Iteration 9Q: 3 clusters Score -69156.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -69156.320312 Penalty: 627.874817
	Iteration 10Q: 3 clusters Score -69156.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -69156.437500 Penalty: 627.874817
	Iteration 11Q: 3 clusters Score -69156.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -69156.437500 Penalty: 627.874817
	Iteration 12F: 3 clusters Score -69156.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 440 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 552 members 
Entering Unmasked Estep 
Score: -14142671.000000 Penalty: 61289.605469
Splitting cluster 78 changes total score from -14142695.000000 to -14142671.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -6288.018555 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -6288.019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6058.751953 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6058.752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6221.272461 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -6221.272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6250.936523 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -6250.937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6265.008789 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -6265.009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6269.795898 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -6269.796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6276.193848 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -6276.194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6280.940430 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -6280.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6285.811523 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -6285.812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6287.446289 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -6287.446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6287.446289 Penalty: 468.949554
	Iteration 9F: 3 clusters Score -6287.446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (115428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Entering Unmasked Estep 
Score: -7149678.000000 Penalty: 530.366333
	Iteration 0F: 2 clusters Score -7149678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -7076335.500000 Penalty: 1060.732666
	Iteration 0F: 3 clusters Score -7076336 nChanged 56791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -7112613.000000 Penalty: 1060.732666
	Iteration 1F: 3 clusters Score -7112613 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -7116552.500000 Penalty: 1060.732666
	Iteration 2F: 3 clusters Score -7116552 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -7122992.000000 Penalty: 1060.732666
	Iteration 3F: 3 clusters Score -7122992 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -7130573.500000 Penalty: 1060.732666
	Iteration 4F: 3 clusters Score -7130574 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -7135960.000000 Penalty: 1060.732666
	Iteration 5F: 3 clusters Score -7135960 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -7138736.500000 Penalty: 1060.732666
	Iteration 6Q: 3 clusters Score -7138736 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -7140081.000000 Penalty: 1060.732666
	Iteration 7Q: 3 clusters Score -7140081 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -7140908.000000 Penalty: 1060.732666
	Iteration 8Q: 3 clusters Score -7140908 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -7141835.500000 Penalty: 1060.732666
	Iteration 9Q: 3 clusters Score -7141836 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -7142565.500000 Penalty: 1060.732666
	Iteration 10Q: 3 clusters Score -7142566 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -7143286.500000 Penalty: 1060.732666
	Iteration 11Q: 3 clusters Score -7143286 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -7144014.000000 Penalty: 1060.732666
	Iteration 12Q: 3 clusters Score -7144014 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -7144737.500000 Penalty: 1060.732666
	Iteration 13Q: 3 clusters Score -7144738 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -7145487.500000 Penalty: 1060.732666
	Iteration 14Q: 3 clusters Score -7145488 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -7146161.000000 Penalty: 1060.732666
	Iteration 15Q: 3 clusters Score -7146161 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -7146826.000000 Penalty: 1060.732666
	Iteration 16Q: 3 clusters Score -7146826 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 112558 members 
Entering Unmasked Estep 
Score: -7147341.500000 Penalty: 1060.732666
	Iteration 17Q: 3 clusters Score -7147342 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 113369 members 
Entering Unmasked Estep 
Score: -7147824.000000 Penalty: 1060.732666
	Iteration 18Q: 3 clusters Score -7147824 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 114001 members 
Entering Unmasked Estep 
Score: -7148161.000000 Penalty: 1060.732666
	Iteration 19Q: 3 clusters Score -7148161 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -7148526.000000 Penalty: 1060.732666
	Iteration 20F: 3 clusters Score -7148526 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 114810 members 
Entering Unmasked Estep 
Score: -7148785.500000 Penalty: 1060.732666
	Iteration 21Q: 3 clusters Score -7148786 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -7148965.000000 Penalty: 1060.732666
	Iteration 22Q: 3 clusters Score -7148965 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 115160 members 
Entering Unmasked Estep 
Score: -7149093.500000 Penalty: 1060.732666
	Iteration 23Q: 3 clusters Score -7149094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 115232 members 
Entering Unmasked Estep 
Score: -7149135.500000 Penalty: 1060.732666
	Iteration 24Q: 3 clusters Score -7149136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 115264 members 
Entering Unmasked Estep 
Score: -7149173.500000 Penalty: 1060.732666
	Iteration 25Q: 3 clusters Score -7149174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -7149195.500000 Penalty: 1060.732666
	Iteration 26Q: 3 clusters Score -7149196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 115291 members 
Entering Unmasked Estep 
Score: -7149201.500000 Penalty: 1060.732666
	Iteration 27Q: 3 clusters Score -7149202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 115299 members 
Entering Unmasked Estep 
Score: -7149218.500000 Penalty: 1060.732666
	Iteration 28Q: 3 clusters Score -7149218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 115304 members 
Entering Unmasked Estep 
Score: -7149221.000000 Penalty: 1060.732666
	Iteration 29Q: 3 clusters Score -7149221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -7149217.000000 Penalty: 1060.732666
	Iteration 30Q: 3 clusters Score -7149217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -7149236.500000 Penalty: 1060.732666
	Iteration 31Q: 3 clusters Score -7149236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -7149240.000000 Penalty: 1060.732666
	Iteration 32Q: 3 clusters Score -7149240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -7149235.500000 Penalty: 1060.732666
	Iteration 33Q: 3 clusters Score -7149236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -7149238.500000 Penalty: 1060.732666
	Iteration 34Q: 3 clusters Score -7149238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -7149246.500000 Penalty: 1060.732666
	Iteration 35Q: 3 clusters Score -7149246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115317 members 
Entering Unmasked Estep 
Score: -7149250.500000 Penalty: 1060.732666
	Iteration 36Q: 3 clusters Score -7149250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 115321 members 
Entering Unmasked Estep 
Score: -7149251.000000 Penalty: 1060.732666
	Iteration 37Q: 3 clusters Score -7149251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -7149256.500000 Penalty: 1060.732666
	Iteration 38Q: 3 clusters Score -7149256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115325 members 
Entering Unmasked Estep 
Score: -7149257.000000 Penalty: 1060.732666
	Iteration 39Q: 3 clusters Score -7149257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115327 members 
Entering Unmasked Estep 
Score: -7149254.500000 Penalty: 1060.732666
	Iteration 40F: 3 clusters Score -7149254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -7149263.500000 Penalty: 1060.732666
	Iteration 41Q: 3 clusters Score -7149264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -7149263.000000 Penalty: 1060.732666
	Iteration 42Q: 3 clusters Score -7149263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -7149263.500000 Penalty: 1060.732666
	Iteration 43Q: 3 clusters Score -7149264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -7149263.500000 Penalty: 1060.732666
	Iteration 44F: 3 clusters Score -7149264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -23927.160156 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -23927.16 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 195 members 
Entering Unmasked Estep 
Score: -23527.906250 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -23527.91 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23625.224609 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -23625.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23656.593750 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -23656.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23679.683594 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -23679.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23706.560547 Penalty: 534.873962
	Iteration 4F: 3 clusters Score -23706.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23734.705078 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -23734.71 nChanged 16
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: -23758.203125 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -23758.2 nChanged 13
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: -23772.783203 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -23772.78 nChanged 8
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: -23784.732422 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -23784.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23812.064453 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -23812.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23830.412109 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -23830.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23848.935547 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -23848.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23882.787109 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -23882.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23913.447266 Penalty: 534.873962
	Iteration 13Q: 3 clusters Score -23913.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23942.328125 Penalty: 534.873962
	Iteration 14Q: 3 clusters Score -23942.33 nChanged 8
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: -23960.751953 Penalty: 534.873962
	Iteration 15Q: 3 clusters Score -23960.75 nChanged 6
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: -23971.890625 Penalty: 534.873962
	Iteration 16Q: 3 clusters Score -23971.89 nChanged 2
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: -23972.931641 Penalty: 534.873962
	Iteration 17Q: 3 clusters Score -23972.93 nChanged 0
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: -23972.931641 Penalty: 534.873962
	Iteration 18F: 3 clusters Score -23972.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 172 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 185 members 
Entering Unmasked Estep 
Score: -14142540.000000 Penalty: 61289.605469
Splitting cluster 81 changes total score from -14142695.000000 to -14142540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 83 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -7378.135254 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -7378.135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7147.972656 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -7147.973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7189.984375 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -7189.984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7206.160645 Penalty: 434.900208
	Iteration 2Q: 3 clusters Score -7206.161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7210.724121 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -7210.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7210.724121 Penalty: 434.900208
	Iteration 4F: 3 clusters Score -7210.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -148126.515625 Penalty: 355.204681
	Iteration 0F: 2 clusters Score -148126.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -146388.078125 Penalty: 710.409363
	Iteration 0F: 3 clusters Score -146388.1 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -146997.843750 Penalty: 710.409363
	Iteration 1F: 3 clusters Score -146997.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -147146.640625 Penalty: 710.409363
	Iteration 2F: 3 clusters Score -147146.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -147282.937500 Penalty: 710.409363
	Iteration 3F: 3 clusters Score -147282.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -147390.296875 Penalty: 710.409363
	Iteration 4F: 3 clusters Score -147390.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -147493.078125 Penalty: 710.409363
	Iteration 5F: 3 clusters Score -147493.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -147548.968750 Penalty: 710.409363
	Iteration 6Q: 3 clusters Score -147549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147569.421875 Penalty: 710.409363
	Iteration 7Q: 3 clusters Score -147569.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -147581.890625 Penalty: 710.409363
	Iteration 8Q: 3 clusters Score -147581.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -147591.828125 Penalty: 710.409363
	Iteration 9Q: 3 clusters Score -147591.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -147599.046875 Penalty: 710.409363
	Iteration 10Q: 3 clusters Score -147599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -147602.937500 Penalty: 710.409363
	Iteration 11Q: 3 clusters Score -147602.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -147607.750000 Penalty: 710.409363
	Iteration 12Q: 3 clusters Score -147607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -147610.968750 Penalty: 710.409363
	Iteration 13Q: 3 clusters Score -147611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -147612.718750 Penalty: 710.409363
	Iteration 14Q: 3 clusters Score -147612.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -147613.296875 Penalty: 710.409363
	Iteration 15Q: 3 clusters Score -147613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147614.140625 Penalty: 710.409363
	Iteration 16Q: 3 clusters Score -147614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -147614.265625 Penalty: 710.409363
	Iteration 17Q: 3 clusters Score -147614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -147614.734375 Penalty: 710.409363
	Iteration 18Q: 3 clusters Score -147614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -147614.734375 Penalty: 710.409363
	Iteration 19F: 3 clusters Score -147614.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5652.436523 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5652.437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5441.936523 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5441.937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5469.970215 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5469.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5483.504883 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5483.505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5491.552246 Penalty: 429.383392
	Iteration 3F: 3 clusters Score -5491.552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5494.776367 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5494.776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5495.324219 Penalty: 429.383392
	Iteration 5Q: 3 clusters Score -5495.324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5495.324219 Penalty: 429.383392
	Iteration 6F: 3 clusters Score -5495.324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (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: -21737.191406 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -21737.19 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: -21361.542969 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21361.54 nChanged 108
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: -21440.712891 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -21440.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21480.078125 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -21480.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21504.148438 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -21504.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21519.281250 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -21519.28 nChanged 9
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: -21531.582031 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -21531.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21540.806641 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -21540.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21549.134766 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -21549.13 nChanged 9
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: -21584.076172 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -21584.08 nChanged 12
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: -21635.208984 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -21635.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21703.205078 Penalty: 526.886414
	Iteration 10F: 3 clusters Score -21703.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21732.068359 Penalty: 526.886414
	Iteration 11Q: 3 clusters Score -21732.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21740.267578 Penalty: 526.886414
	Iteration 12Q: 3 clusters Score -21740.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21746.224609 Penalty: 526.886414
	Iteration 13Q: 3 clusters Score -21746.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21747.544922 Penalty: 526.886414
	Iteration 14Q: 3 clusters Score -21747.54 nChanged 2
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: -21749.033203 Penalty: 526.886414
	Iteration 15Q: 3 clusters Score -21749.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21749.703125 Penalty: 526.886414
	Iteration 16Q: 3 clusters Score -21749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21749.703125 Penalty: 526.886414
	Iteration 17F: 3 clusters Score -21749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 234 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 93 members 
Entering Unmasked Estep 
Score: -14142489.000000 Penalty: 61289.605469
Splitting cluster 86 changes total score from -14142695.000000 to -14142489.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 87 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -9337.908203 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -9337.908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9063.824219 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -9063.824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9127.256836 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -9127.257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9146.429688 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -9146.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9163.361328 Penalty: 472.052094
	Iteration 3F: 3 clusters Score -9163.361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9171.095703 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -9171.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9172.381836 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -9172.382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9178.178711 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -9178.179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9183.268555 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -9183.269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9199.712891 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -9199.713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9204.156250 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -9204.156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9208.049805 Penalty: 472.052094
	Iteration 10Q: 3 clusters Score -9208.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9212.584961 Penalty: 472.052094
	Iteration 11Q: 3 clusters Score -9212.585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9212.584961 Penalty: 472.052094
	Iteration 12F: 3 clusters Score -9212.585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -8117.841797 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -8117.842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7913.479492 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7913.479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7988.330078 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -7988.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8011.674805 Penalty: 447.051605
	Iteration 2Q: 3 clusters Score -8011.675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8015.920410 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -8015.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8015.920410 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -8015.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -47328.691406 Penalty: 297.616852
	Iteration 0F: 2 clusters Score -47328.69 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 343 members 
Entering Unmasked Estep 
Score: -46759.273438 Penalty: 595.233704
	Iteration 0F: 3 clusters Score -46759.27 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46932.550781 Penalty: 595.233704
	Iteration 1F: 3 clusters Score -46932.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47003.714844 Penalty: 595.233704
	Iteration 2F: 3 clusters Score -47003.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47087.632812 Penalty: 595.233704
	Iteration 3F: 3 clusters Score -47087.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47149.683594 Penalty: 595.233704
	Iteration 4F: 3 clusters Score -47149.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47178.507812 Penalty: 595.233704
	Iteration 5F: 3 clusters Score -47178.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47197.468750 Penalty: 595.233704
	Iteration 6Q: 3 clusters Score -47197.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47218.464844 Penalty: 595.233704
	Iteration 7Q: 3 clusters Score -47218.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47241.855469 Penalty: 595.233704
	Iteration 8Q: 3 clusters Score -47241.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47255.898438 Penalty: 595.233704
	Iteration 9Q: 3 clusters Score -47255.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47260.359375 Penalty: 595.233704
	Iteration 10Q: 3 clusters Score -47260.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47267.101562 Penalty: 595.233704
	Iteration 11Q: 3 clusters Score -47267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47270.492188 Penalty: 595.233704
	Iteration 12Q: 3 clusters Score -47270.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47271.035156 Penalty: 595.233704
	Iteration 13Q: 3 clusters Score -47271.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47271.035156 Penalty: 595.233704
	Iteration 14F: 3 clusters Score -47271.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -32956.574219 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -32956.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32433.886719 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -32433.89 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32582.734375 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -32582.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32638.386719 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -32638.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32666.587891 Penalty: 572.701172
	Iteration 3F: 3 clusters Score -32666.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32678.984375 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -32678.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32692.314453 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -32692.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32699.507812 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -32699.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32704.728516 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -32704.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32713.117188 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -32713.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32719.328125 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -32719.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32723.839844 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -32723.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32726.347656 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -32726.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32728.679688 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -32728.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32729.404297 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -32729.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32730.181641 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -32730.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32730.482422 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -32730.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -32731.066406 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -32731.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32731.675781 Penalty: 572.701172
	Iteration 17Q: 3 clusters Score -32731.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32731.837891 Penalty: 572.701172
	Iteration 18Q: 3 clusters Score -32731.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32731.837891 Penalty: 572.701172
	Iteration 19F: 3 clusters Score -32731.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -19952.091797 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -19952.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19514.751953 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -19514.75 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19702.591797 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -19702.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19767.982422 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -19767.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19833.546875 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -19833.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19876.728516 Penalty: 554.103088
	Iteration 4F: 3 clusters Score -19876.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19893.779297 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -19893.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19903.562500 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -19903.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19910.998047 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -19911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19915.066406 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -19915.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19920.667969 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -19920.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19939.720703 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -19939.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19955.851562 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -19955.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19972.156250 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -19972.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19976.115234 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -19976.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19977.876953 Penalty: 554.103088
	Iteration 14Q: 3 clusters Score -19977.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19977.876953 Penalty: 554.103088
	Iteration 15F: 3 clusters Score -19977.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 248 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 193 members 
Entering Unmasked Estep 
Score: -14142520.000000 Penalty: 61289.605469
Splitting cluster 91 changes total score from -14142695.000000 to -14142520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 92 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -20654.537109 Penalty: 280.046051
	Iteration 0F: 2 clusters Score -20654.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20188.794922 Penalty: 560.092102
	Iteration 0F: 3 clusters Score -20188.79 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20369.720703 Penalty: 560.092102
	Iteration 1F: 3 clusters Score -20369.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20413.353516 Penalty: 560.092102
	Iteration 2F: 3 clusters Score -20413.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20437.980469 Penalty: 560.092102
	Iteration 3Q: 3 clusters Score -20437.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20475.470703 Penalty: 560.092102
	Iteration 4Q: 3 clusters Score -20475.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20569.873047 Penalty: 560.092102
	Iteration 5Q: 3 clusters Score -20569.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20611.488281 Penalty: 560.092102
	Iteration 6F: 3 clusters Score -20611.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20664.234375 Penalty: 560.092102
	Iteration 7F: 3 clusters Score -20664.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20682.978516 Penalty: 560.092102
	Iteration 8Q: 3 clusters Score -20682.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20701.072266 Penalty: 560.092102
	Iteration 9Q: 3 clusters Score -20701.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20725.332031 Penalty: 560.092102
	Iteration 10Q: 3 clusters Score -20725.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20762.484375 Penalty: 560.092102
	Iteration 11Q: 3 clusters Score -20762.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20797.091797 Penalty: 560.092102
	Iteration 12Q: 3 clusters Score -20797.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20811.617188 Penalty: 560.092102
	Iteration 13Q: 3 clusters Score -20811.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -20836.933594 Penalty: 560.092102
	Iteration 14Q: 3 clusters Score -20836.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20884.281250 Penalty: 560.092102
	Iteration 15Q: 3 clusters Score -20884.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -20905.494141 Penalty: 560.092102
	Iteration 16Q: 3 clusters Score -20905.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -20921.937500 Penalty: 560.092102
	Iteration 17Q: 3 clusters Score -20921.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -20974.476562 Penalty: 560.092102
	Iteration 18Q: 3 clusters Score -20974.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -21002.802734 Penalty: 560.092102
	Iteration 19Q: 3 clusters Score -21002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -21070.228516 Penalty: 560.092102
	Iteration 20F: 3 clusters Score -21070.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 426 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 133 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Entering Unmasked Estep 
Score: -14142904.000000 Penalty: 61289.605469
Splitting cluster 92 changes total score from -14142695.000000 to -14142904.000000
So it's getting split into cluster 109.
Entering ConstructFrom: 
Trying to split cluster 93 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -9735.376953 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -9735.377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9464.230469 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -9464.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9558.441406 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -9558.441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9580.233398 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -9580.233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9592.470703 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -9592.471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9604.266602 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -9604.267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9607.389648 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -9607.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9613.162109 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -9613.162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9614.982422 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -9614.982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9620.494141 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -9620.494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9620.494141 Penalty: 471.029633
	Iteration 9F: 3 clusters Score -9620.494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5195.669922 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5195.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5002.893066 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5002.893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5044.916016 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5044.916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5055.290039 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5055.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5055.290039 Penalty: 423.510376
	Iteration 3F: 3 clusters Score -5055.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (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: -15497.794922 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -15497.79 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: -15137.632812 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -15137.63 nChanged 82
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: -15218.635742 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -15218.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15252.113281 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -15252.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15269.717773 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -15269.72 nChanged 8
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: -15279.536133 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -15279.54 nChanged 3
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: -15288.202148 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -15288.2 nChanged 7
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: -15300.622070 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -15300.62 nChanged 4
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: -15307.287109 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -15307.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15313.743164 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -15313.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15323.987305 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -15323.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15333.502930 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -15333.5 nChanged 4
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: -15340.416016 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -15340.42 nChanged 4
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: -15347.341797 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -15347.34 nChanged 2
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: -15349.524414 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -15349.52 nChanged 1
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: -15350.268555 Penalty: 517.514771
	Iteration 14Q: 3 clusters Score -15350.27 nChanged 0
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: -15350.268555 Penalty: 517.514771
	Iteration 15F: 3 clusters Score -15350.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -18656.275391 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -18656.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18304.160156 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -18304.16 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18390.257812 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -18390.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18420.492188 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -18420.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18430.531250 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -18430.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18437.255859 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -18437.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18444.498047 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -18444.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18446.232422 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -18446.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18446.232422 Penalty: 515.959167
	Iteration 7F: 3 clusters Score -18446.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -27502.390625 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -27502.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27072.878906 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -27072.88 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27169.761719 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -27169.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27188.943359 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -27188.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27197.535156 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -27197.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27200.281250 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -27200.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27202.080078 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -27202.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27203.681641 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -27203.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27205.708984 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -27205.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27206.914062 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -27206.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27207.224609 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -27207.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27207.224609 Penalty: 549.446228
	Iteration 10F: 3 clusters Score -27207.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -3375.560547 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -3375.561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3264.332764 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -3264.333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3448.341553 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -3448.342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3511.918213 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -3511.918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3522.048340 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -3522.048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3539.208252 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -3539.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3539.208252 Penalty: 445.021759
	Iteration 5F: 3 clusters Score -3539.208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 426 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 49 members 
Entering Unmasked Estep 
Score: -14142738.000000 Penalty: 61851.894531
Splitting cluster 98 changes total score from -14142695.000000 to -14142738.000000
So it's getting split into cluster 110.
Entering ConstructFrom: 
Trying to split cluster 99 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -53095.238281 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -53095.24 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 370 members 
Entering Unmasked Estep 
Score: -52503.621094 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -52503.62 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -52873.945312 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -52873.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -53004.386719 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -53004.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -53067.191406 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -53067.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -53095.050781 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -53095.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -53106.312500 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -53106.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -53108.855469 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -53108.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -53110.574219 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -53110.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53112.718750 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -53112.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -53112.718750 Penalty: 598.711853
	Iteration 9F: 3 clusters Score -53112.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 426 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 147 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 49 members 
Mstep: Class 111 contains 573 members 
Entering Unmasked Estep 
Score: -14142485.000000 Penalty: 62414.183594
Splitting cluster 99 changes total score from -14142695.000000 to -14142485.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 100 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -7045.700684 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -7045.701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6806.221191 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6806.221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6853.603516 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6853.604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6867.303223 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -6867.303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6873.982422 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6873.982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6877.051758 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -6877.052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6883.098145 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -6883.098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6885.786133 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -6885.786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6887.856445 Penalty: 442.242920
	Iteration 7Q: 3 clusters Score -6887.856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6892.751465 Penalty: 442.242920
	Iteration 8Q: 3 clusters Score -6892.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6898.340820 Penalty: 442.242920
	Iteration 9Q: 3 clusters Score -6898.341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6899.309082 Penalty: 442.242920
	Iteration 10Q: 3 clusters Score -6899.309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6899.309082 Penalty: 442.242920
	Iteration 11F: 3 clusters Score -6899.309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -6901.722168 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -6901.722 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 84 members 
Entering Unmasked Estep 
Score: -6644.158691 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -6644.159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6803.087891 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -6803.088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6903.496094 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -6903.496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6928.475098 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -6928.475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6932.548340 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -6932.548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6932.548340 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -6932.548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1040 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 426 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 91 members 
Mstep: Class 102 contains 1003 members 
Mstep: Class 103 contains 523 members 
Mstep: Class 104 contains 52 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 216 members 
Mstep: Class 107 contains 56 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 49 members 
Mstep: Class 111 contains 87 members 
Entering Unmasked Estep 
Score: -14142440.000000 Penalty: 62414.183594
Splitting cluster 101 changes total score from -14142695.000000 to -14142440.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 8 contains 20477 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 92 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 262 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 23 members 
Mstep: Class 28 contains 3190 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22664 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 821 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 579 members 
Mstep: Class 39 contains 8798 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 598 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 187 members 
Mstep: Class 49 contains 1691 members 
Mstep: Class 50 contains 16717 members 
Mstep: Class 51 contains 348 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 872 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 106 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 239 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 739 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 111 members 
Mstep: Class 71 contains 1428 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 992 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115428 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2457 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 136 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 441 members 
Mstep: Class 92 contains 426 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 290 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 471.316193 but Gain 562.289062
Score: -14143585.000000 Penalty: 61289.605469
Iteration 158F: 110 clusters Score -1.414358e+07 nChanged 1450
Entering ConstructFrom: 
Score: -14143585.000000 Penalty: 61289.605469
Entering ConstructFrom: 
Trying to split cluster 1 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -38462.746094 Penalty: 292.844849
	Iteration 0F: 2 clusters Score -38462.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37903.425781 Penalty: 585.689697
	Iteration 0F: 3 clusters Score -37903.43 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38109.035156 Penalty: 585.689697
	Iteration 1F: 3 clusters Score -38109.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38191.539062 Penalty: 585.689697
	Iteration 2F: 3 clusters Score -38191.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38242.414062 Penalty: 585.689697
	Iteration 3F: 3 clusters Score -38242.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38275.082031 Penalty: 585.689697
	Iteration 4Q: 3 clusters Score -38275.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38291.820312 Penalty: 585.689697
	Iteration 5Q: 3 clusters Score -38291.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38296.367188 Penalty: 585.689697
	Iteration 6Q: 3 clusters Score -38296.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38298.042969 Penalty: 585.689697
	Iteration 7Q: 3 clusters Score -38298.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38298.468750 Penalty: 585.689697
	Iteration 8Q: 3 clusters Score -38298.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38299.015625 Penalty: 585.689697
	Iteration 9Q: 3 clusters Score -38299.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38300.414062 Penalty: 585.689697
	Iteration 10Q: 3 clusters Score -38300.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38301.089844 Penalty: 585.689697
	Iteration 11Q: 3 clusters Score -38301.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38301.769531 Penalty: 585.689697
	Iteration 12Q: 3 clusters Score -38301.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38302.687500 Penalty: 585.689697
	Iteration 13Q: 3 clusters Score -38302.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38303.484375 Penalty: 585.689697
	Iteration 14Q: 3 clusters Score -38303.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38303.484375 Penalty: 585.689697
	Iteration 15F: 3 clusters Score -38303.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -10270.572266 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -10270.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10055.414062 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -10055.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10113.799805 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -10113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10125.717773 Penalty: 459.536926
	Iteration 2Q: 3 clusters Score -10125.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10142.223633 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -10142.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10148.314453 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -10148.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10156.433594 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -10156.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10158.664062 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -10158.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10159.105469 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -10159.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10159.105469 Penalty: 459.536926
	Iteration 8F: 3 clusters Score -10159.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5366.028809 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5366.029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5165.477051 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5165.477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5215.064453 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5215.064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5229.122559 Penalty: 423.510376
	Iteration 2F: 3 clusters Score -5229.123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5236.298828 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5236.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5240.878906 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -5240.879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5255.022949 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -5255.023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5255.873047 Penalty: 423.510376
	Iteration 6Q: 3 clusters Score -5255.873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5256.446289 Penalty: 423.510376
	Iteration 7Q: 3 clusters Score -5256.446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5256.446289 Penalty: 423.510376
	Iteration 8F: 3 clusters Score -5256.446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -56996.203125 Penalty: 316.738983
	Iteration 0F: 2 clusters Score -56996.2 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 543 members 
Entering Unmasked Estep 
Score: -56164.640625 Penalty: 633.477966
	Iteration 0F: 3 clusters Score -56164.64 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -56442.003906 Penalty: 633.477966
	Iteration 1F: 3 clusters Score -56442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -56509.421875 Penalty: 633.477966
	Iteration 2F: 3 clusters Score -56509.42 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -56569.089844 Penalty: 633.477966
	Iteration 3F: 3 clusters Score -56569.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -56619.878906 Penalty: 633.477966
	Iteration 4F: 3 clusters Score -56619.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -56665.406250 Penalty: 633.477966
	Iteration 5Q: 3 clusters Score -56665.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -56689.949219 Penalty: 633.477966
	Iteration 6Q: 3 clusters Score -56689.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -56697.375000 Penalty: 633.477966
	Iteration 7Q: 3 clusters Score -56697.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -56702.117188 Penalty: 633.477966
	Iteration 8Q: 3 clusters Score -56702.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -56707.121094 Penalty: 633.477966
	Iteration 9Q: 3 clusters Score -56707.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -56714.964844 Penalty: 633.477966
	Iteration 10Q: 3 clusters Score -56714.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -56720.101562 Penalty: 633.477966
	Iteration 11Q: 3 clusters Score -56720.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -56723.589844 Penalty: 633.477966
	Iteration 12Q: 3 clusters Score -56723.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -56728.148438 Penalty: 633.477966
	Iteration 13Q: 3 clusters Score -56728.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -56732.273438 Penalty: 633.477966
	Iteration 14Q: 3 clusters Score -56732.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -56739.042969 Penalty: 633.477966
	Iteration 15Q: 3 clusters Score -56739.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56744.796875 Penalty: 633.477966
	Iteration 16Q: 3 clusters Score -56744.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -56749.070312 Penalty: 633.477966
	Iteration 17Q: 3 clusters Score -56749.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -56756.195312 Penalty: 633.477966
	Iteration 18Q: 3 clusters Score -56756.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56766.917969 Penalty: 633.477966
	Iteration 19Q: 3 clusters Score -56766.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56774.695312 Penalty: 633.477966
	Iteration 20F: 3 clusters Score -56774.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -56781.164062 Penalty: 633.477966
	Iteration 21Q: 3 clusters Score -56781.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -56786.316406 Penalty: 633.477966
	Iteration 22Q: 3 clusters Score -56786.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -56793.507812 Penalty: 633.477966
	Iteration 23Q: 3 clusters Score -56793.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -56803.753906 Penalty: 633.477966
	Iteration 24Q: 3 clusters Score -56803.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -56813.644531 Penalty: 633.477966
	Iteration 25Q: 3 clusters Score -56813.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -56817.410156 Penalty: 633.477966
	Iteration 26Q: 3 clusters Score -56817.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56822.007812 Penalty: 633.477966
	Iteration 27Q: 3 clusters Score -56822.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -56826.929688 Penalty: 633.477966
	Iteration 28Q: 3 clusters Score -56826.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56829.257812 Penalty: 633.477966
	Iteration 29Q: 3 clusters Score -56829.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56831.117188 Penalty: 633.477966
	Iteration 30Q: 3 clusters Score -56831.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -56843.121094 Penalty: 633.477966
	Iteration 31Q: 3 clusters Score -56843.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -56861.718750 Penalty: 633.477966
	Iteration 32Q: 3 clusters Score -56861.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -56869.722656 Penalty: 633.477966
	Iteration 33Q: 3 clusters Score -56869.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -56876.835938 Penalty: 633.477966
	Iteration 34Q: 3 clusters Score -56876.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56878.859375 Penalty: 633.477966
	Iteration 35Q: 3 clusters Score -56878.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -56879.984375 Penalty: 633.477966
	Iteration 36Q: 3 clusters Score -56879.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56880.656250 Penalty: 633.477966
	Iteration 37Q: 3 clusters Score -56880.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -56881.394531 Penalty: 633.477966
	Iteration 38Q: 3 clusters Score -56881.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -56881.523438 Penalty: 633.477966
	Iteration 39Q: 3 clusters Score -56881.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56882.429688 Penalty: 633.477966
	Iteration 40F: 3 clusters Score -56882.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -56883.937500 Penalty: 633.477966
	Iteration 41Q: 3 clusters Score -56883.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -56883.937500 Penalty: 633.477966
	Iteration 42F: 3 clusters Score -56883.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -25908.953125 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -25908.95 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 177 members 
Entering Unmasked Estep 
Score: -25535.296875 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -25535.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25676.904297 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -25676.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25736.585938 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -25736.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25761.718750 Penalty: 530.701294
	Iteration 3F: 3 clusters Score -25761.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25775.421875 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -25775.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25780.615234 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -25780.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25782.724609 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -25782.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25784.349609 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -25784.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25784.970703 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -25784.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25787.648438 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -25787.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25788.472656 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -25788.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25788.472656 Penalty: 530.701294
	Iteration 11F: 3 clusters Score -25788.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -2426.791016 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -2426.791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2280.958984 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -2280.959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2282.947266 Penalty: 348.406372
	Iteration 1Q: 3 clusters Score -2282.947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2296.094482 Penalty: 348.406372
	Iteration 2Q: 3 clusters Score -2296.094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2298.120117 Penalty: 348.406372
	Iteration 3Q: 3 clusters Score -2298.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2298.120117 Penalty: 348.406372
	Iteration 4F: 3 clusters Score -2298.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -51287.699219 Penalty: 296.888855
	Iteration 0F: 2 clusters Score -51287.7 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 342 members 
Entering Unmasked Estep 
Score: -50681.394531 Penalty: 593.777710
	Iteration 0F: 3 clusters Score -50681.39 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50864.632812 Penalty: 593.777710
	Iteration 1F: 3 clusters Score -50864.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50906.609375 Penalty: 593.777710
	Iteration 2F: 3 clusters Score -50906.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50924.949219 Penalty: 593.777710
	Iteration 3Q: 3 clusters Score -50924.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50939.730469 Penalty: 593.777710
	Iteration 4Q: 3 clusters Score -50939.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50946.593750 Penalty: 593.777710
	Iteration 5Q: 3 clusters Score -50946.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50950.867188 Penalty: 593.777710
	Iteration 6Q: 3 clusters Score -50950.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50954.652344 Penalty: 593.777710
	Iteration 7Q: 3 clusters Score -50954.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50956.550781 Penalty: 593.777710
	Iteration 8Q: 3 clusters Score -50956.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50958.214844 Penalty: 593.777710
	Iteration 9Q: 3 clusters Score -50958.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50960.132812 Penalty: 593.777710
	Iteration 10Q: 3 clusters Score -50960.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50964.777344 Penalty: 593.777710
	Iteration 11Q: 3 clusters Score -50964.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50970.031250 Penalty: 593.777710
	Iteration 12Q: 3 clusters Score -50970.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50970.207031 Penalty: 593.777710
	Iteration 13Q: 3 clusters Score -50970.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50970.984375 Penalty: 593.777710
	Iteration 14Q: 3 clusters Score -50970.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50971.652344 Penalty: 593.777710
	Iteration 15Q: 3 clusters Score -50971.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50973.761719 Penalty: 593.777710
	Iteration 16Q: 3 clusters Score -50973.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50976.281250 Penalty: 593.777710
	Iteration 17Q: 3 clusters Score -50976.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50977.578125 Penalty: 593.777710
	Iteration 18Q: 3 clusters Score -50977.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50978.207031 Penalty: 593.777710
	Iteration 19Q: 3 clusters Score -50978.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50979.906250 Penalty: 593.777710
	Iteration 20F: 3 clusters Score -50979.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50981.375000 Penalty: 593.777710
	Iteration 21Q: 3 clusters Score -50981.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50983.628906 Penalty: 593.777710
	Iteration 22Q: 3 clusters Score -50983.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50985.007812 Penalty: 593.777710
	Iteration 23Q: 3 clusters Score -50985.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50986.312500 Penalty: 593.777710
	Iteration 24Q: 3 clusters Score -50986.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50987.312500 Penalty: 593.777710
	Iteration 25Q: 3 clusters Score -50987.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50987.312500 Penalty: 593.777710
	Iteration 26F: 3 clusters Score -50987.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Entering Unmasked Estep 
Score: -1210796.000000 Penalty: 451.117706
	Iteration 0F: 2 clusters Score -1210796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1197144.250000 Penalty: 902.235413
	Iteration 0F: 3 clusters Score -1197144 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1203000.125000 Penalty: 902.235413
	Iteration 1F: 3 clusters Score -1203000 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1203763.000000 Penalty: 902.235413
	Iteration 2F: 3 clusters Score -1203763 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1204746.875000 Penalty: 902.235413
	Iteration 3F: 3 clusters Score -1204747 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1205828.250000 Penalty: 902.235413
	Iteration 4F: 3 clusters Score -1205828 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1206783.750000 Penalty: 902.235413
	Iteration 5F: 3 clusters Score -1206784 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1207633.250000 Penalty: 902.235413
	Iteration 6F: 3 clusters Score -1207633 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1208516.375000 Penalty: 902.235413
	Iteration 7Q: 3 clusters Score -1208516 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1209297.625000 Penalty: 902.235413
	Iteration 8Q: 3 clusters Score -1209298 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1209693.125000 Penalty: 902.235413
	Iteration 9Q: 3 clusters Score -1209693 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1209879.000000 Penalty: 902.235413
	Iteration 10Q: 3 clusters Score -1209879 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1210025.625000 Penalty: 902.235413
	Iteration 11Q: 3 clusters Score -1210026 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1210132.500000 Penalty: 902.235413
	Iteration 12Q: 3 clusters Score -1210132 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1210200.250000 Penalty: 902.235413
	Iteration 13Q: 3 clusters Score -1210200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1210235.500000 Penalty: 902.235413
	Iteration 14Q: 3 clusters Score -1210236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1210267.000000 Penalty: 902.235413
	Iteration 15Q: 3 clusters Score -1210267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1210278.000000 Penalty: 902.235413
	Iteration 16Q: 3 clusters Score -1210278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1210285.875000 Penalty: 902.235413
	Iteration 17Q: 3 clusters Score -1210286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1210296.625000 Penalty: 902.235413
	Iteration 18Q: 3 clusters Score -1210297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1210301.500000 Penalty: 902.235413
	Iteration 19Q: 3 clusters Score -1210302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1210311.125000 Penalty: 902.235413
	Iteration 20F: 3 clusters Score -1210311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1210312.875000 Penalty: 902.235413
	Iteration 21Q: 3 clusters Score -1210313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1210314.750000 Penalty: 902.235413
	Iteration 22Q: 3 clusters Score -1210315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1210315.125000 Penalty: 902.235413
	Iteration 23Q: 3 clusters Score -1210315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1210320.000000 Penalty: 902.235413
	Iteration 24Q: 3 clusters Score -1210320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1210324.125000 Penalty: 902.235413
	Iteration 25Q: 3 clusters Score -1210324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1210326.125000 Penalty: 902.235413
	Iteration 26Q: 3 clusters Score -1210326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1210330.375000 Penalty: 902.235413
	Iteration 27Q: 3 clusters Score -1210330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1210331.125000 Penalty: 902.235413
	Iteration 28Q: 3 clusters Score -1210331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1210335.375000 Penalty: 902.235413
	Iteration 29Q: 3 clusters Score -1210335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1210338.375000 Penalty: 902.235413
	Iteration 30Q: 3 clusters Score -1210338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1210340.125000 Penalty: 902.235413
	Iteration 31Q: 3 clusters Score -1210340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1210342.750000 Penalty: 902.235413
	Iteration 32Q: 3 clusters Score -1210343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1210344.375000 Penalty: 902.235413
	Iteration 33Q: 3 clusters Score -1210344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1210343.500000 Penalty: 902.235413
	Iteration 34Q: 3 clusters Score -1210344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1210344.125000 Penalty: 902.235413
	Iteration 35Q: 3 clusters Score -1210344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1210343.625000 Penalty: 902.235413
	Iteration 36Q: 3 clusters Score -1210344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1210344.625000 Penalty: 902.235413
	Iteration 37Q: 3 clusters Score -1210345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1210343.875000 Penalty: 902.235413
	Iteration 38Q: 3 clusters Score -1210344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1210344.125000 Penalty: 902.235413
	Iteration 39Q: 3 clusters Score -1210344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1210343.875000 Penalty: 902.235413
	Iteration 40F: 3 clusters Score -1210344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -23007.431641 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -23007.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22561.869141 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -22561.87 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22702.755859 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -22702.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22764.611328 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -22764.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22792.369141 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -22792.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22804.900391 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -22804.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22809.613281 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -22809.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22816.257812 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -22816.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22819.835938 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -22819.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22821.404297 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -22821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22825.416016 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -22825.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22826.019531 Penalty: 550.953979
	Iteration 10Q: 3 clusters Score -22826.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22826.630859 Penalty: 550.953979
	Iteration 11Q: 3 clusters Score -22826.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22828.558594 Penalty: 550.953979
	Iteration 12Q: 3 clusters Score -22828.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22828.880859 Penalty: 550.953979
	Iteration 13Q: 3 clusters Score -22828.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22829.066406 Penalty: 550.953979
	Iteration 14Q: 3 clusters Score -22829.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22829.156250 Penalty: 550.953979
	Iteration 15Q: 3 clusters Score -22829.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22829.496094 Penalty: 550.953979
	Iteration 16Q: 3 clusters Score -22829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22830.001953 Penalty: 550.953979
	Iteration 17Q: 3 clusters Score -22830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22834.587891 Penalty: 550.953979
	Iteration 18Q: 3 clusters Score -22834.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22834.587891 Penalty: 550.953979
	Iteration 19F: 3 clusters Score -22834.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -110129.109375 Penalty: 328.159393
	Iteration 0F: 2 clusters Score -110129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -109126.531250 Penalty: 656.318787
	Iteration 0F: 3 clusters Score -109126.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109357.867188 Penalty: 656.318787
	Iteration 1F: 3 clusters Score -109357.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -109401.359375 Penalty: 656.318787
	Iteration 2F: 3 clusters Score -109401.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109436.304688 Penalty: 656.318787
	Iteration 3Q: 3 clusters Score -109436.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109464.773438 Penalty: 656.318787
	Iteration 4Q: 3 clusters Score -109464.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -109492.609375 Penalty: 656.318787
	Iteration 5Q: 3 clusters Score -109492.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -109510.789062 Penalty: 656.318787
	Iteration 6Q: 3 clusters Score -109510.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109524.054688 Penalty: 656.318787
	Iteration 7Q: 3 clusters Score -109524.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -109535.898438 Penalty: 656.318787
	Iteration 8Q: 3 clusters Score -109535.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109546.781250 Penalty: 656.318787
	Iteration 9Q: 3 clusters Score -109546.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109554.359375 Penalty: 656.318787
	Iteration 10Q: 3 clusters Score -109554.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -109561.484375 Penalty: 656.318787
	Iteration 11Q: 3 clusters Score -109561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109569.929688 Penalty: 656.318787
	Iteration 12Q: 3 clusters Score -109569.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109576.484375 Penalty: 656.318787
	Iteration 13Q: 3 clusters Score -109576.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109584.460938 Penalty: 656.318787
	Iteration 14Q: 3 clusters Score -109584.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109593.296875 Penalty: 656.318787
	Iteration 15Q: 3 clusters Score -109593.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109601.453125 Penalty: 656.318787
	Iteration 16Q: 3 clusters Score -109601.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109607.390625 Penalty: 656.318787
	Iteration 17Q: 3 clusters Score -109607.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109611.875000 Penalty: 656.318787
	Iteration 18Q: 3 clusters Score -109611.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109618.578125 Penalty: 656.318787
	Iteration 19Q: 3 clusters Score -109618.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -109625.359375 Penalty: 656.318787
	Iteration 20F: 3 clusters Score -109625.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109632.515625 Penalty: 656.318787
	Iteration 21Q: 3 clusters Score -109632.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -109646.695312 Penalty: 656.318787
	Iteration 22Q: 3 clusters Score -109646.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -109658.726562 Penalty: 656.318787
	Iteration 23Q: 3 clusters Score -109658.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -109676.445312 Penalty: 656.318787
	Iteration 24Q: 3 clusters Score -109676.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109699.710938 Penalty: 656.318787
	Iteration 25Q: 3 clusters Score -109699.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -109717.585938 Penalty: 656.318787
	Iteration 26Q: 3 clusters Score -109717.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109732.460938 Penalty: 656.318787
	Iteration 27Q: 3 clusters Score -109732.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -109744.625000 Penalty: 656.318787
	Iteration 28Q: 3 clusters Score -109744.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109754.617188 Penalty: 656.318787
	Iteration 29Q: 3 clusters Score -109754.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109764.570312 Penalty: 656.318787
	Iteration 30Q: 3 clusters Score -109764.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -109773.945312 Penalty: 656.318787
	Iteration 31Q: 3 clusters Score -109773.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -109783.976562 Penalty: 656.318787
	Iteration 32Q: 3 clusters Score -109784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -109791.132812 Penalty: 656.318787
	Iteration 33Q: 3 clusters Score -109791.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109799.679688 Penalty: 656.318787
	Iteration 34Q: 3 clusters Score -109799.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -109813.437500 Penalty: 656.318787
	Iteration 35Q: 3 clusters Score -109813.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -109827.484375 Penalty: 656.318787
	Iteration 36Q: 3 clusters Score -109827.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109846.835938 Penalty: 656.318787
	Iteration 37Q: 3 clusters Score -109846.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -109869.492188 Penalty: 656.318787
	Iteration 38Q: 3 clusters Score -109869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -109884.085938 Penalty: 656.318787
	Iteration 39Q: 3 clusters Score -109884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -109894.070312 Penalty: 656.318787
	Iteration 40F: 3 clusters Score -109894.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -109900.359375 Penalty: 656.318787
	Iteration 41Q: 3 clusters Score -109900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -109908.601562 Penalty: 656.318787
	Iteration 42Q: 3 clusters Score -109908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -109914.609375 Penalty: 656.318787
	Iteration 43Q: 3 clusters Score -109914.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -109920.843750 Penalty: 656.318787
	Iteration 44Q: 3 clusters Score -109920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -109930.789062 Penalty: 656.318787
	Iteration 45Q: 3 clusters Score -109930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -109937.570312 Penalty: 656.318787
	Iteration 46Q: 3 clusters Score -109937.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -109947.343750 Penalty: 656.318787
	Iteration 47Q: 3 clusters Score -109947.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -109955.695312 Penalty: 656.318787
	Iteration 48Q: 3 clusters Score -109955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -109962.421875 Penalty: 656.318787
	Iteration 49Q: 3 clusters Score -109962.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -109972.890625 Penalty: 656.318787
	Iteration 50Q: 3 clusters Score -109972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -109978.804688 Penalty: 656.318787
	Iteration 51Q: 3 clusters Score -109978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -109986.703125 Penalty: 656.318787
	Iteration 52Q: 3 clusters Score -109986.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -110003.210938 Penalty: 656.318787
	Iteration 53Q: 3 clusters Score -110003.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -110041.375000 Penalty: 656.318787
	Iteration 54Q: 3 clusters Score -110041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -110052.132812 Penalty: 656.318787
	Iteration 55Q: 3 clusters Score -110052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -110053.382812 Penalty: 656.318787
	Iteration 56Q: 3 clusters Score -110053.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -110053.382812 Penalty: 656.318787
	Iteration 57F: 3 clusters Score -110053.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -3711.326416 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -3711.326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3556.333008 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -3556.333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3594.166504 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -3594.167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3607.156738 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -3607.157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3609.138184 Penalty: 410.488220
	Iteration 3Q: 3 clusters Score -3609.138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3609.138184 Penalty: 410.488220
	Iteration 4F: 3 clusters Score -3609.138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -24242.722656 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -24242.72 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 202 members 
Entering Unmasked Estep 
Score: -23804.847656 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -23804.85 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23915.580078 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -23915.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23954.888672 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -23954.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23982.326172 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -23982.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24005.406250 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -24005.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24027.576172 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -24027.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24040.109375 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -24040.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24048.318359 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -24048.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24058.900391 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -24058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24069.246094 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -24069.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24076.130859 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -24076.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24077.261719 Penalty: 551.804443
	Iteration 11Q: 3 clusters Score -24077.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24078.371094 Penalty: 551.804443
	Iteration 12Q: 3 clusters Score -24078.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24078.871094 Penalty: 551.804443
	Iteration 13Q: 3 clusters Score -24078.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24079.230469 Penalty: 551.804443
	Iteration 14Q: 3 clusters Score -24079.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24079.230469 Penalty: 551.804443
	Iteration 15F: 3 clusters Score -24079.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -60178.867188 Penalty: 314.439178
	Iteration 0F: 2 clusters Score -60178.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59353.250000 Penalty: 628.878357
	Iteration 0F: 3 clusters Score -59353.25 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -59575.082031 Penalty: 628.878357
	Iteration 1F: 3 clusters Score -59575.08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -59613.707031 Penalty: 628.878357
	Iteration 2F: 3 clusters Score -59613.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -59637.765625 Penalty: 628.878357
	Iteration 3Q: 3 clusters Score -59637.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59659.582031 Penalty: 628.878357
	Iteration 4Q: 3 clusters Score -59659.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -59686.402344 Penalty: 628.878357
	Iteration 5Q: 3 clusters Score -59686.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -59715.492188 Penalty: 628.878357
	Iteration 6Q: 3 clusters Score -59715.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -59739.199219 Penalty: 628.878357
	Iteration 7Q: 3 clusters Score -59739.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -59762.933594 Penalty: 628.878357
	Iteration 8Q: 3 clusters Score -59762.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -59781.714844 Penalty: 628.878357
	Iteration 9Q: 3 clusters Score -59781.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -59793.054688 Penalty: 628.878357
	Iteration 10Q: 3 clusters Score -59793.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -59807.105469 Penalty: 628.878357
	Iteration 11Q: 3 clusters Score -59807.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -59816.242188 Penalty: 628.878357
	Iteration 12Q: 3 clusters Score -59816.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -59823.921875 Penalty: 628.878357
	Iteration 13Q: 3 clusters Score -59823.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -59828.136719 Penalty: 628.878357
	Iteration 14Q: 3 clusters Score -59828.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -59830.363281 Penalty: 628.878357
	Iteration 15Q: 3 clusters Score -59830.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -59832.796875 Penalty: 628.878357
	Iteration 16Q: 3 clusters Score -59832.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -59837.824219 Penalty: 628.878357
	Iteration 17Q: 3 clusters Score -59837.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -59842.808594 Penalty: 628.878357
	Iteration 18Q: 3 clusters Score -59842.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -59849.457031 Penalty: 628.878357
	Iteration 19Q: 3 clusters Score -59849.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -59854.046875 Penalty: 628.878357
	Iteration 20F: 3 clusters Score -59854.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -59863.890625 Penalty: 628.878357
	Iteration 21Q: 3 clusters Score -59863.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -59874.351562 Penalty: 628.878357
	Iteration 22Q: 3 clusters Score -59874.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -59882.652344 Penalty: 628.878357
	Iteration 23Q: 3 clusters Score -59882.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -59890.429688 Penalty: 628.878357
	Iteration 24Q: 3 clusters Score -59890.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -59894.585938 Penalty: 628.878357
	Iteration 25Q: 3 clusters Score -59894.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59897.078125 Penalty: 628.878357
	Iteration 26Q: 3 clusters Score -59897.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -59897.652344 Penalty: 628.878357
	Iteration 27Q: 3 clusters Score -59897.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -59897.652344 Penalty: 628.878357
	Iteration 28F: 3 clusters Score -59897.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -13530.381836 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -13530.38 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 142 members 
Entering Unmasked Estep 
Score: -13207.711914 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -13207.71 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13353.573242 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -13353.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13417.896484 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -13417.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13480.896484 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -13480.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13499.492188 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -13499.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13519.066406 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -13519.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13531.995117 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -13532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13539.215820 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -13539.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13541.115234 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -13541.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13543.719727 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -13543.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13548.129883 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -13548.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13551.458984 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -13551.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13554.330078 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -13554.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13555.748047 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -13555.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13555.748047 Penalty: 506.719360
	Iteration 14F: 3 clusters Score -13555.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 356 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 235 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 440 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Entering Unmasked Estep 
Score: -14144072.000000 Penalty: 61851.894531
Splitting cluster 14 changes total score from -14143585.000000 to -14144072.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2823.611816 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2823.612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2666.641357 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2666.641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2692.689697 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2692.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2700.463867 Penalty: 361.296570
	Iteration 2Q: 3 clusters Score -2700.464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2703.784912 Penalty: 361.296570
	Iteration 3Q: 3 clusters Score -2703.785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2703.784912 Penalty: 361.296570
	Iteration 4F: 3 clusters Score -2703.785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -10146.671875 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -10146.67 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 78 members 
Entering Unmasked Estep 
Score: -9879.958008 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9879.958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9942.297852 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9942.298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9983.305664 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9983.306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9997.882812 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9997.883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10006.007812 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -10006.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10009.718750 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -10009.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10010.462891 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -10010.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10010.931641 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -10010.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10012.155273 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -10012.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10012.845703 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -10012.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10014.284180 Penalty: 471.542328
	Iteration 10Q: 3 clusters Score -10014.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10015.206055 Penalty: 471.542328
	Iteration 11Q: 3 clusters Score -10015.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10015.206055 Penalty: 471.542328
	Iteration 12F: 3 clusters Score -10015.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -43041.609375 Penalty: 303.230621
	Iteration 0F: 2 clusters Score -43041.61 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 413 members 
Entering Unmasked Estep 
Score: -42387.562500 Penalty: 606.461243
	Iteration 0F: 3 clusters Score -42387.56 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42565.445312 Penalty: 606.461243
	Iteration 1F: 3 clusters Score -42565.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -42629.757812 Penalty: 606.461243
	Iteration 2F: 3 clusters Score -42629.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -42682.234375 Penalty: 606.461243
	Iteration 3F: 3 clusters Score -42682.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -42721.507812 Penalty: 606.461243
	Iteration 4F: 3 clusters Score -42721.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42747.812500 Penalty: 606.461243
	Iteration 5Q: 3 clusters Score -42747.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -42762.414062 Penalty: 606.461243
	Iteration 6Q: 3 clusters Score -42762.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -42771.281250 Penalty: 606.461243
	Iteration 7Q: 3 clusters Score -42771.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -42783.792969 Penalty: 606.461243
	Iteration 8Q: 3 clusters Score -42783.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -42795.113281 Penalty: 606.461243
	Iteration 9Q: 3 clusters Score -42795.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -42804.765625 Penalty: 606.461243
	Iteration 10Q: 3 clusters Score -42804.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -42813.578125 Penalty: 606.461243
	Iteration 11Q: 3 clusters Score -42813.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -42827.929688 Penalty: 606.461243
	Iteration 12Q: 3 clusters Score -42827.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -42832.109375 Penalty: 606.461243
	Iteration 13Q: 3 clusters Score -42832.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -42835.550781 Penalty: 606.461243
	Iteration 14Q: 3 clusters Score -42835.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -42838.312500 Penalty: 606.461243
	Iteration 15Q: 3 clusters Score -42838.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -42841.035156 Penalty: 606.461243
	Iteration 16Q: 3 clusters Score -42841.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -42841.507812 Penalty: 606.461243
	Iteration 17Q: 3 clusters Score -42841.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -42841.507812 Penalty: 606.461243
	Iteration 18F: 3 clusters Score -42841.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -38296.726562 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -38296.73 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 342 members 
Entering Unmasked Estep 
Score: -37695.367188 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -37695.37 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37881.476562 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -37881.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37938.027344 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -37938.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37973.148438 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -37973.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37993.804688 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -37993.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38003.929688 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -38003.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38011.125000 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -38011.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38018.328125 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -38018.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38021.910156 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -38021.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -38025.441406 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -38025.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -38033.265625 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -38033.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38038.597656 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -38038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38042.417969 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -38042.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38044.347656 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -38044.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38046.394531 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -38046.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38047.851562 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -38047.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38048.121094 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -38048.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38048.433594 Penalty: 594.574768
	Iteration 17Q: 3 clusters Score -38048.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38048.925781 Penalty: 594.574768
	Iteration 18Q: 3 clusters Score -38048.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38049.601562 Penalty: 594.574768
	Iteration 19Q: 3 clusters Score -38049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38050.125000 Penalty: 594.574768
	Iteration 20F: 3 clusters Score -38050.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -146172.421875 Penalty: 354.739349
	Iteration 0F: 2 clusters Score -146172.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -144470.453125 Penalty: 709.478699
	Iteration 0F: 3 clusters Score -144470.5 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -145133.359375 Penalty: 709.478699
	Iteration 1F: 3 clusters Score -145133.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -145267.250000 Penalty: 709.478699
	Iteration 2F: 3 clusters Score -145267.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -145349.890625 Penalty: 709.478699
	Iteration 3F: 3 clusters Score -145349.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -145405.562500 Penalty: 709.478699
	Iteration 4Q: 3 clusters Score -145405.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -145453.703125 Penalty: 709.478699
	Iteration 5Q: 3 clusters Score -145453.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -145501.953125 Penalty: 709.478699
	Iteration 6Q: 3 clusters Score -145502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145549.343750 Penalty: 709.478699
	Iteration 7Q: 3 clusters Score -145549.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145602.468750 Penalty: 709.478699
	Iteration 8Q: 3 clusters Score -145602.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -145655.609375 Penalty: 709.478699
	Iteration 9Q: 3 clusters Score -145655.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -145724.250000 Penalty: 709.478699
	Iteration 10Q: 3 clusters Score -145724.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -145811.234375 Penalty: 709.478699
	Iteration 11Q: 3 clusters Score -145811.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -145861.828125 Penalty: 709.478699
	Iteration 12Q: 3 clusters Score -145861.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -145909.031250 Penalty: 709.478699
	Iteration 13Q: 3 clusters Score -145909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -145950.468750 Penalty: 709.478699
	Iteration 14Q: 3 clusters Score -145950.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -145976.750000 Penalty: 709.478699
	Iteration 15Q: 3 clusters Score -145976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -145992.328125 Penalty: 709.478699
	Iteration 16Q: 3 clusters Score -145992.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -145994.531250 Penalty: 709.478699
	Iteration 17Q: 3 clusters Score -145994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -145995.593750 Penalty: 709.478699
	Iteration 18Q: 3 clusters Score -145995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -145996.421875 Penalty: 709.478699
	Iteration 19Q: 3 clusters Score -145996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -145996.906250 Penalty: 709.478699
	Iteration 20F: 3 clusters Score -145996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -32534.500000 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -32534.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31984.644531 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -31984.64 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32188.808594 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -32188.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32235.251953 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -32235.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32269.011719 Penalty: 584.957581
	Iteration 3F: 3 clusters Score -32269.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32287.599609 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -32287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32301.224609 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -32301.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32309.994141 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -32309.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32314.984375 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -32314.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32317.925781 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -32317.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32322.259766 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -32322.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32325.419922 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -32325.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32326.970703 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -32326.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32329.927734 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -32329.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32335.617188 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -32335.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32340.617188 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -32340.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32347.730469 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -32347.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32363.421875 Penalty: 584.957581
	Iteration 16Q: 3 clusters Score -32363.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32382.023438 Penalty: 584.957581
	Iteration 17Q: 3 clusters Score -32382.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32385.798828 Penalty: 584.957581
	Iteration 18Q: 3 clusters Score -32385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32387.687500 Penalty: 584.957581
	Iteration 19Q: 3 clusters Score -32387.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32390.251953 Penalty: 584.957581
	Iteration 20F: 3 clusters Score -32390.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32395.078125 Penalty: 584.957581
	Iteration 21Q: 3 clusters Score -32395.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32399.884766 Penalty: 584.957581
	Iteration 22Q: 3 clusters Score -32399.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32402.402344 Penalty: 584.957581
	Iteration 23Q: 3 clusters Score -32402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32404.630859 Penalty: 584.957581
	Iteration 24Q: 3 clusters Score -32404.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32405.072266 Penalty: 584.957581
	Iteration 25Q: 3 clusters Score -32405.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32405.072266 Penalty: 584.957581
	Iteration 26F: 3 clusters Score -32405.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -10833.542969 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -10833.54 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 119 members 
Entering Unmasked Estep 
Score: -10540.975586 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -10540.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10635.668945 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -10635.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10664.366211 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -10664.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10692.758789 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -10692.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10700.077148 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -10700.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10705.319336 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -10705.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10721.282227 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -10721.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10724.725586 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -10724.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10735.125000 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -10735.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10736.740234 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -10736.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10737.913086 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -10737.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10737.913086 Penalty: 492.052612
	Iteration 11F: 3 clusters Score -10737.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3370.814941 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3370.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3246.409668 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3246.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3272.134766 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3272.135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3277.124512 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -3277.125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3281.346680 Penalty: 369.500305
	Iteration 3Q: 3 clusters Score -3281.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3281.346680 Penalty: 369.500305
	Iteration 4F: 3 clusters Score -3281.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -33603.292969 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -33603.29 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 276 members 
Entering Unmasked Estep 
Score: -33100.984375 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -33100.98 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33215.828125 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -33215.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33246.816406 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -33246.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33266.789062 Penalty: 572.025818
	Iteration 3Q: 3 clusters Score -33266.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33279.871094 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -33279.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -33293.832031 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -33293.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33305.859375 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -33305.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33313.796875 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -33313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33318.964844 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -33318.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33321.968750 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -33321.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33323.023438 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -33323.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33324.425781 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -33324.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33329.503906 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -33329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -33335.839844 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -33335.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33337.472656 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -33337.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33341.000000 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -33341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -33349.398438 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -33349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33352.457031 Penalty: 572.025818
	Iteration 17Q: 3 clusters Score -33352.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33355.816406 Penalty: 572.025818
	Iteration 18Q: 3 clusters Score -33355.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -33358.445312 Penalty: 572.025818
	Iteration 19Q: 3 clusters Score -33358.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33360.734375 Penalty: 572.025818
	Iteration 20F: 3 clusters Score -33360.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33362.769531 Penalty: 572.025818
	Iteration 21Q: 3 clusters Score -33362.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33363.855469 Penalty: 572.025818
	Iteration 22Q: 3 clusters Score -33363.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -33367.078125 Penalty: 572.025818
	Iteration 23Q: 3 clusters Score -33367.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -33368.910156 Penalty: 572.025818
	Iteration 24Q: 3 clusters Score -33368.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33371.117188 Penalty: 572.025818
	Iteration 25Q: 3 clusters Score -33371.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -33374.378906 Penalty: 572.025818
	Iteration 26Q: 3 clusters Score -33374.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33378.187500 Penalty: 572.025818
	Iteration 27Q: 3 clusters Score -33378.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33380.839844 Penalty: 572.025818
	Iteration 28Q: 3 clusters Score -33380.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -33383.609375 Penalty: 572.025818
	Iteration 29Q: 3 clusters Score -33383.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33385.960938 Penalty: 572.025818
	Iteration 30Q: 3 clusters Score -33385.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -33391.312500 Penalty: 572.025818
	Iteration 31Q: 3 clusters Score -33391.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33393.585938 Penalty: 572.025818
	Iteration 32Q: 3 clusters Score -33393.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33394.187500 Penalty: 572.025818
	Iteration 33Q: 3 clusters Score -33394.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33396.226562 Penalty: 572.025818
	Iteration 34Q: 3 clusters Score -33396.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -33399.214844 Penalty: 572.025818
	Iteration 35Q: 3 clusters Score -33399.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33404.328125 Penalty: 572.025818
	Iteration 36Q: 3 clusters Score -33404.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -33405.523438 Penalty: 572.025818
	Iteration 37Q: 3 clusters Score -33405.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -33407.734375 Penalty: 572.025818
	Iteration 38Q: 3 clusters Score -33407.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -33410.988281 Penalty: 572.025818
	Iteration 39Q: 3 clusters Score -33410.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -33413.503906 Penalty: 572.025818
	Iteration 40F: 3 clusters Score -33413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -33418.101562 Penalty: 572.025818
	Iteration 41Q: 3 clusters Score -33418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -33419.304688 Penalty: 572.025818
	Iteration 42Q: 3 clusters Score -33419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -33419.304688 Penalty: 572.025818
	Iteration 43F: 3 clusters Score -33419.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19752.929688 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -19752.93 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 182 members 
Entering Unmasked Estep 
Score: -19406.515625 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -19406.52 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19550.781250 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -19550.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19598.441406 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -19598.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19627.380859 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -19627.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -19643.880859 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -19643.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -19653.132812 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -19653.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19663.964844 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -19663.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19678.798828 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -19678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19684.083984 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -19684.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -19687.111328 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -19687.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19689.445312 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -19689.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19689.445312 Penalty: 537.387939
	Iteration 11F: 3 clusters Score -19689.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Entering Unmasked Estep 
Score: -7502.605469 Penalty: 219.322815
	Iteration 0F: 2 clusters Score -7502.605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7269.028809 Penalty: 438.645630
	Iteration 0F: 3 clusters Score -7269.029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7307.653809 Penalty: 438.645630
	Iteration 1F: 3 clusters Score -7307.654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7318.243652 Penalty: 438.645630
	Iteration 2Q: 3 clusters Score -7318.244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7324.963867 Penalty: 438.645630
	Iteration 3Q: 3 clusters Score -7324.964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7328.752441 Penalty: 438.645630
	Iteration 4Q: 3 clusters Score -7328.752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7335.373535 Penalty: 438.645630
	Iteration 5Q: 3 clusters Score -7335.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7335.373535 Penalty: 438.645630
	Iteration 6F: 3 clusters Score -7335.374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -34416.367188 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -34416.37 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 270 members 
Entering Unmasked Estep 
Score: -33895.269531 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -33895.27 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34041.144531 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -34041.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34087.011719 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -34087.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34110.578125 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -34110.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34127.535156 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -34127.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34144.820312 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -34144.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34157.460938 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -34157.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34167.402344 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -34167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -34175.230469 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -34175.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -34179.425781 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -34179.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34182.531250 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -34182.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34184.429688 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -34184.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34184.984375 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -34184.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -34198.804688 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -34198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34201.785156 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -34201.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34205.085938 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -34205.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34212.164062 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -34212.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34223.695312 Penalty: 573.371521
	Iteration 17Q: 3 clusters Score -34223.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34229.609375 Penalty: 573.371521
	Iteration 18Q: 3 clusters Score -34229.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34231.335938 Penalty: 573.371521
	Iteration 19Q: 3 clusters Score -34231.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -34233.980469 Penalty: 573.371521
	Iteration 20F: 3 clusters Score -34233.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -34235.992188 Penalty: 573.371521
	Iteration 21Q: 3 clusters Score -34235.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34241.777344 Penalty: 573.371521
	Iteration 22Q: 3 clusters Score -34241.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -34254.214844 Penalty: 573.371521
	Iteration 23Q: 3 clusters Score -34254.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34264.285156 Penalty: 573.371521
	Iteration 24Q: 3 clusters Score -34264.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -34268.472656 Penalty: 573.371521
	Iteration 25Q: 3 clusters Score -34268.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34271.253906 Penalty: 573.371521
	Iteration 26Q: 3 clusters Score -34271.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34273.066406 Penalty: 573.371521
	Iteration 27Q: 3 clusters Score -34273.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34275.117188 Penalty: 573.371521
	Iteration 28Q: 3 clusters Score -34275.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34276.105469 Penalty: 573.371521
	Iteration 29Q: 3 clusters Score -34276.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34276.105469 Penalty: 573.371521
	Iteration 30F: 3 clusters Score -34276.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -206363.234375 Penalty: 367.041016
	Iteration 0F: 2 clusters Score -206363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -204181.218750 Penalty: 734.082031
	Iteration 0F: 3 clusters Score -204181.2 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -204955.968750 Penalty: 734.082031
	Iteration 1F: 3 clusters Score -204956 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -205083.031250 Penalty: 734.082031
	Iteration 2F: 3 clusters Score -205083 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -205248.437500 Penalty: 734.082031
	Iteration 3F: 3 clusters Score -205248.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -205429.093750 Penalty: 734.082031
	Iteration 4F: 3 clusters Score -205429.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -205619.718750 Penalty: 734.082031
	Iteration 5F: 3 clusters Score -205619.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -205787.875000 Penalty: 734.082031
	Iteration 6F: 3 clusters Score -205787.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -205937.343750 Penalty: 734.082031
	Iteration 7Q: 3 clusters Score -205937.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -205996.718750 Penalty: 734.082031
	Iteration 8Q: 3 clusters Score -205996.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -206017.062500 Penalty: 734.082031
	Iteration 9Q: 3 clusters Score -206017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -206025.953125 Penalty: 734.082031
	Iteration 10Q: 3 clusters Score -206026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -206032.000000 Penalty: 734.082031
	Iteration 11Q: 3 clusters Score -206032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -206035.359375 Penalty: 734.082031
	Iteration 12Q: 3 clusters Score -206035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -206035.359375 Penalty: 734.082031
	Iteration 13F: 3 clusters Score -206035.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -10038.429688 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -10038.43 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 90 members 
Entering Unmasked Estep 
Score: -9741.190430 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -9741.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9788.493164 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -9788.493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9812.352539 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -9812.353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9821.903320 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -9821.903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9828.055664 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -9828.056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9830.746094 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -9830.746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9832.426758 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -9832.427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9832.666992 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -9832.667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9832.666992 Penalty: 479.375092
	Iteration 8F: 3 clusters Score -9832.667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Entering Unmasked Estep 
Score: -1455016.500000 Penalty: 456.256073
	Iteration 0F: 2 clusters Score -1455016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1440002.625000 Penalty: 912.512146
	Iteration 0F: 3 clusters Score -1440003 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1446058.625000 Penalty: 912.512146
	Iteration 1F: 3 clusters Score -1446059 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1446619.250000 Penalty: 912.512146
	Iteration 2F: 3 clusters Score -1446619 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1447380.375000 Penalty: 912.512146
	Iteration 3F: 3 clusters Score -1447380 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1448467.250000 Penalty: 912.512146
	Iteration 4F: 3 clusters Score -1448467 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1449972.250000 Penalty: 912.512146
	Iteration 5F: 3 clusters Score -1449972 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1451485.875000 Penalty: 912.512146
	Iteration 6F: 3 clusters Score -1451486 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1452275.125000 Penalty: 912.512146
	Iteration 7F: 3 clusters Score -1452275 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1452593.500000 Penalty: 912.512146
	Iteration 8Q: 3 clusters Score -1452594 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1452799.250000 Penalty: 912.512146
	Iteration 9Q: 3 clusters Score -1452799 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1452974.875000 Penalty: 912.512146
	Iteration 10Q: 3 clusters Score -1452975 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1453153.750000 Penalty: 912.512146
	Iteration 11Q: 3 clusters Score -1453154 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -1453316.000000 Penalty: 912.512146
	Iteration 12Q: 3 clusters Score -1453316 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1453461.250000 Penalty: 912.512146
	Iteration 13Q: 3 clusters Score -1453461 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1453588.875000 Penalty: 912.512146
	Iteration 14Q: 3 clusters Score -1453589 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1453693.625000 Penalty: 912.512146
	Iteration 15Q: 3 clusters Score -1453694 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1453781.375000 Penalty: 912.512146
	Iteration 16Q: 3 clusters Score -1453781 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -1453860.250000 Penalty: 912.512146
	Iteration 17Q: 3 clusters Score -1453860 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1453925.125000 Penalty: 912.512146
	Iteration 18Q: 3 clusters Score -1453925 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1453992.250000 Penalty: 912.512146
	Iteration 19Q: 3 clusters Score -1453992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1454056.125000 Penalty: 912.512146
	Iteration 20F: 3 clusters Score -1454056 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1454136.625000 Penalty: 912.512146
	Iteration 21Q: 3 clusters Score -1454137 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -1454206.250000 Penalty: 912.512146
	Iteration 22Q: 3 clusters Score -1454206 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -1454265.875000 Penalty: 912.512146
	Iteration 23Q: 3 clusters Score -1454266 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -1454316.875000 Penalty: 912.512146
	Iteration 24Q: 3 clusters Score -1454317 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -1454358.625000 Penalty: 912.512146
	Iteration 25Q: 3 clusters Score -1454359 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -1454408.625000 Penalty: 912.512146
	Iteration 26Q: 3 clusters Score -1454409 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -1454449.125000 Penalty: 912.512146
	Iteration 27Q: 3 clusters Score -1454449 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -1454508.875000 Penalty: 912.512146
	Iteration 28Q: 3 clusters Score -1454509 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -1454583.875000 Penalty: 912.512146
	Iteration 29Q: 3 clusters Score -1454584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -1454645.250000 Penalty: 912.512146
	Iteration 30Q: 3 clusters Score -1454645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -1454683.500000 Penalty: 912.512146
	Iteration 31Q: 3 clusters Score -1454684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1454707.375000 Penalty: 912.512146
	Iteration 32Q: 3 clusters Score -1454707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -1454721.125000 Penalty: 912.512146
	Iteration 33Q: 3 clusters Score -1454721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -1454736.125000 Penalty: 912.512146
	Iteration 34Q: 3 clusters Score -1454736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -1454752.125000 Penalty: 912.512146
	Iteration 35Q: 3 clusters Score -1454752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -1454763.750000 Penalty: 912.512146
	Iteration 36Q: 3 clusters Score -1454764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -1454767.625000 Penalty: 912.512146
	Iteration 37Q: 3 clusters Score -1454768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -1454771.125000 Penalty: 912.512146
	Iteration 38Q: 3 clusters Score -1454771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -1454782.125000 Penalty: 912.512146
	Iteration 39Q: 3 clusters Score -1454782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -1454786.750000 Penalty: 912.512146
	Iteration 40F: 3 clusters Score -1454787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -1454787.125000 Penalty: 912.512146
	Iteration 41Q: 3 clusters Score -1454787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1454789.000000 Penalty: 912.512146
	Iteration 42Q: 3 clusters Score -1454789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -1454790.625000 Penalty: 912.512146
	Iteration 43Q: 3 clusters Score -1454791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -1454794.500000 Penalty: 912.512146
	Iteration 44Q: 3 clusters Score -1454794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -1454797.750000 Penalty: 912.512146
	Iteration 45Q: 3 clusters Score -1454798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -1454798.125000 Penalty: 912.512146
	Iteration 46Q: 3 clusters Score -1454798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -1454798.125000 Penalty: 912.512146
	Iteration 47F: 3 clusters Score -1454798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -17518.125000 Penalty: 256.867828
	Iteration 0F: 2 clusters Score -17518.12 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 156 members 
Entering Unmasked Estep 
Score: -17196.388672 Penalty: 513.735657
	Iteration 0F: 3 clusters Score -17196.39 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17277.189453 Penalty: 513.735657
	Iteration 1F: 3 clusters Score -17277.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17298.853516 Penalty: 513.735657
	Iteration 2F: 3 clusters Score -17298.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17302.783203 Penalty: 513.735657
	Iteration 3Q: 3 clusters Score -17302.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17308.203125 Penalty: 513.735657
	Iteration 4Q: 3 clusters Score -17308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17310.261719 Penalty: 513.735657
	Iteration 5Q: 3 clusters Score -17310.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17310.261719 Penalty: 513.735657
	Iteration 6F: 3 clusters Score -17310.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -33616.636719 Penalty: 289.986053
	Iteration 0F: 2 clusters Score -33616.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33085.789062 Penalty: 579.972107
	Iteration 0F: 3 clusters Score -33085.79 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33263.562500 Penalty: 579.972107
	Iteration 1F: 3 clusters Score -33263.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33306.789062 Penalty: 579.972107
	Iteration 2F: 3 clusters Score -33306.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33342.460938 Penalty: 579.972107
	Iteration 3Q: 3 clusters Score -33342.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -33364.882812 Penalty: 579.972107
	Iteration 4Q: 3 clusters Score -33364.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33385.964844 Penalty: 579.972107
	Iteration 5Q: 3 clusters Score -33385.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -33407.238281 Penalty: 579.972107
	Iteration 6Q: 3 clusters Score -33407.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -33417.308594 Penalty: 579.972107
	Iteration 7Q: 3 clusters Score -33417.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -33428.074219 Penalty: 579.972107
	Iteration 8Q: 3 clusters Score -33428.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -33438.648438 Penalty: 579.972107
	Iteration 9Q: 3 clusters Score -33438.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -33446.597656 Penalty: 579.972107
	Iteration 10Q: 3 clusters Score -33446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -33452.476562 Penalty: 579.972107
	Iteration 11Q: 3 clusters Score -33452.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -33460.769531 Penalty: 579.972107
	Iteration 12Q: 3 clusters Score -33460.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -33465.097656 Penalty: 579.972107
	Iteration 13Q: 3 clusters Score -33465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -33469.074219 Penalty: 579.972107
	Iteration 14Q: 3 clusters Score -33469.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -33472.933594 Penalty: 579.972107
	Iteration 15Q: 3 clusters Score -33472.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -33474.808594 Penalty: 579.972107
	Iteration 16Q: 3 clusters Score -33474.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -33474.808594 Penalty: 579.972107
	Iteration 17F: 3 clusters Score -33474.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -44635.199219 Penalty: 305.273346
	Iteration 0F: 2 clusters Score -44635.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43946.488281 Penalty: 610.546692
	Iteration 0F: 3 clusters Score -43946.49 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -44206.960938 Penalty: 610.546692
	Iteration 1F: 3 clusters Score -44206.96 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -44291.855469 Penalty: 610.546692
	Iteration 2F: 3 clusters Score -44291.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -44317.503906 Penalty: 610.546692
	Iteration 3F: 3 clusters Score -44317.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -44335.660156 Penalty: 610.546692
	Iteration 4Q: 3 clusters Score -44335.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -44352.296875 Penalty: 610.546692
	Iteration 5Q: 3 clusters Score -44352.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -44359.140625 Penalty: 610.546692
	Iteration 6Q: 3 clusters Score -44359.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -44366.074219 Penalty: 610.546692
	Iteration 7Q: 3 clusters Score -44366.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44372.296875 Penalty: 610.546692
	Iteration 8Q: 3 clusters Score -44372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -44378.609375 Penalty: 610.546692
	Iteration 9Q: 3 clusters Score -44378.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44385.113281 Penalty: 610.546692
	Iteration 10Q: 3 clusters Score -44385.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -44389.890625 Penalty: 610.546692
	Iteration 11Q: 3 clusters Score -44389.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -44393.250000 Penalty: 610.546692
	Iteration 12Q: 3 clusters Score -44393.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -44399.945312 Penalty: 610.546692
	Iteration 13Q: 3 clusters Score -44399.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44403.648438 Penalty: 610.546692
	Iteration 14Q: 3 clusters Score -44403.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -44407.042969 Penalty: 610.546692
	Iteration 15Q: 3 clusters Score -44407.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -44409.750000 Penalty: 610.546692
	Iteration 16Q: 3 clusters Score -44409.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44411.535156 Penalty: 610.546692
	Iteration 17Q: 3 clusters Score -44411.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44412.078125 Penalty: 610.546692
	Iteration 18Q: 3 clusters Score -44412.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44412.078125 Penalty: 610.546692
	Iteration 19F: 3 clusters Score -44412.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -4169.193359 Penalty: 200.505722
	Iteration 0F: 2 clusters Score -4169.193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3991.916748 Penalty: 401.011444
	Iteration 0F: 3 clusters Score -3991.917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4009.657715 Penalty: 401.011444
	Iteration 1F: 3 clusters Score -4009.658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4016.288574 Penalty: 401.011444
	Iteration 2Q: 3 clusters Score -4016.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4020.352295 Penalty: 401.011444
	Iteration 3Q: 3 clusters Score -4020.352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4020.837646 Penalty: 401.011444
	Iteration 4Q: 3 clusters Score -4020.838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4020.837646 Penalty: 401.011444
	Iteration 5F: 3 clusters Score -4020.838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8132.340820 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8132.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7907.199219 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7907.199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7938.856934 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -7938.857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7944.061035 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -7944.061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7954.171387 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -7954.171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7955.378418 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -7955.378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7955.378418 Penalty: 446.380005
	Iteration 5F: 3 clusters Score -7955.378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -17617.650391 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -17617.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17280.781250 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -17280.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17365.507812 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -17365.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17411.710938 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -17411.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17454.689453 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -17454.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17490.224609 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -17490.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17507.666016 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -17507.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17514.880859 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -17514.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17517.785156 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -17517.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17519.330078 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -17519.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17521.027344 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -17521.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17522.693359 Penalty: 508.779846
	Iteration 10Q: 3 clusters Score -17522.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17524.222656 Penalty: 508.779846
	Iteration 11Q: 3 clusters Score -17524.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17524.222656 Penalty: 508.779846
	Iteration 12F: 3 clusters Score -17524.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -57841.972656 Penalty: 313.010681
	Iteration 0F: 2 clusters Score -57841.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -57043.312500 Penalty: 626.021362
	Iteration 0F: 3 clusters Score -57043.31 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -57277.074219 Penalty: 626.021362
	Iteration 1F: 3 clusters Score -57277.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57326.214844 Penalty: 626.021362
	Iteration 2F: 3 clusters Score -57326.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -57348.562500 Penalty: 626.021362
	Iteration 3Q: 3 clusters Score -57348.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -57363.058594 Penalty: 626.021362
	Iteration 4Q: 3 clusters Score -57363.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -57376.242188 Penalty: 626.021362
	Iteration 5Q: 3 clusters Score -57376.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -57383.855469 Penalty: 626.021362
	Iteration 6Q: 3 clusters Score -57383.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -57391.289062 Penalty: 626.021362
	Iteration 7Q: 3 clusters Score -57391.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -57397.136719 Penalty: 626.021362
	Iteration 8Q: 3 clusters Score -57397.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57401.281250 Penalty: 626.021362
	Iteration 9Q: 3 clusters Score -57401.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -57406.875000 Penalty: 626.021362
	Iteration 10Q: 3 clusters Score -57406.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -57412.351562 Penalty: 626.021362
	Iteration 11Q: 3 clusters Score -57412.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -57419.683594 Penalty: 626.021362
	Iteration 12Q: 3 clusters Score -57419.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -57426.464844 Penalty: 626.021362
	Iteration 13Q: 3 clusters Score -57426.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -57429.921875 Penalty: 626.021362
	Iteration 14Q: 3 clusters Score -57429.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -57435.562500 Penalty: 626.021362
	Iteration 15Q: 3 clusters Score -57435.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -57445.519531 Penalty: 626.021362
	Iteration 16Q: 3 clusters Score -57445.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -57454.179688 Penalty: 626.021362
	Iteration 17Q: 3 clusters Score -57454.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -57460.617188 Penalty: 626.021362
	Iteration 18Q: 3 clusters Score -57460.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -57467.667969 Penalty: 626.021362
	Iteration 19Q: 3 clusters Score -57467.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57475.082031 Penalty: 626.021362
	Iteration 20F: 3 clusters Score -57475.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -57485.566406 Penalty: 626.021362
	Iteration 21Q: 3 clusters Score -57485.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -57491.992188 Penalty: 626.021362
	Iteration 22Q: 3 clusters Score -57491.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -57493.425781 Penalty: 626.021362
	Iteration 23Q: 3 clusters Score -57493.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -57497.449219 Penalty: 626.021362
	Iteration 24Q: 3 clusters Score -57497.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -57504.582031 Penalty: 626.021362
	Iteration 25Q: 3 clusters Score -57504.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -57508.707031 Penalty: 626.021362
	Iteration 26Q: 3 clusters Score -57508.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -57513.390625 Penalty: 626.021362
	Iteration 27Q: 3 clusters Score -57513.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -57518.808594 Penalty: 626.021362
	Iteration 28Q: 3 clusters Score -57518.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -57521.929688 Penalty: 626.021362
	Iteration 29Q: 3 clusters Score -57521.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -57524.148438 Penalty: 626.021362
	Iteration 30Q: 3 clusters Score -57524.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -57524.554688 Penalty: 626.021362
	Iteration 31Q: 3 clusters Score -57524.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -57525.343750 Penalty: 626.021362
	Iteration 32Q: 3 clusters Score -57525.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -57527.128906 Penalty: 626.021362
	Iteration 33Q: 3 clusters Score -57527.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -57530.457031 Penalty: 626.021362
	Iteration 34Q: 3 clusters Score -57530.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -57533.789062 Penalty: 626.021362
	Iteration 35Q: 3 clusters Score -57533.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -57537.625000 Penalty: 626.021362
	Iteration 36Q: 3 clusters Score -57537.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -57539.656250 Penalty: 626.021362
	Iteration 37Q: 3 clusters Score -57539.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -57544.609375 Penalty: 626.021362
	Iteration 38Q: 3 clusters Score -57544.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -57545.312500 Penalty: 626.021362
	Iteration 39Q: 3 clusters Score -57545.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -57548.800781 Penalty: 626.021362
	Iteration 40F: 3 clusters Score -57548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -57552.785156 Penalty: 626.021362
	Iteration 41Q: 3 clusters Score -57552.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -57555.910156 Penalty: 626.021362
	Iteration 42Q: 3 clusters Score -57555.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -57557.691406 Penalty: 626.021362
	Iteration 43Q: 3 clusters Score -57557.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -57558.152344 Penalty: 626.021362
	Iteration 44Q: 3 clusters Score -57558.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -57558.152344 Penalty: 626.021362
	Iteration 45F: 3 clusters Score -57558.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -34649.570312 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -34649.57 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 298 members 
Entering Unmasked Estep 
Score: -34109.937500 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -34109.94 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34256.820312 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -34256.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -34310.863281 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -34310.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34328.429688 Penalty: 579.192322
	Iteration 3Q: 3 clusters Score -34328.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -34336.988281 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -34336.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -34345.328125 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -34345.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -34350.144531 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -34350.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34354.941406 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -34354.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -34360.187500 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -34360.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34366.472656 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -34366.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -34374.046875 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -34374.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -34377.632812 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -34377.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34379.328125 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -34379.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -34382.515625 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -34382.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34382.835938 Penalty: 579.192322
	Iteration 14Q: 3 clusters Score -34382.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34383.542969 Penalty: 579.192322
	Iteration 15Q: 3 clusters Score -34383.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -34384.152344 Penalty: 579.192322
	Iteration 16Q: 3 clusters Score -34384.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34384.996094 Penalty: 579.192322
	Iteration 17Q: 3 clusters Score -34385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34385.320312 Penalty: 579.192322
	Iteration 18Q: 3 clusters Score -34385.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -34385.320312 Penalty: 579.192322
	Iteration 19F: 3 clusters Score -34385.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Entering Unmasked Estep 
Score: -488060.812500 Penalty: 413.150543
	Iteration 0F: 2 clusters Score -488060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -482264.437500 Penalty: 826.301086
	Iteration 0F: 3 clusters Score -482264.4 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -484621.250000 Penalty: 826.301086
	Iteration 1F: 3 clusters Score -484621.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -484969.062500 Penalty: 826.301086
	Iteration 2F: 3 clusters Score -484969.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -485499.968750 Penalty: 826.301086
	Iteration 3F: 3 clusters Score -485500 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -486060.718750 Penalty: 826.301086
	Iteration 4F: 3 clusters Score -486060.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -486529.531250 Penalty: 826.301086
	Iteration 5F: 3 clusters Score -486529.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -486880.625000 Penalty: 826.301086
	Iteration 6F: 3 clusters Score -486880.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -487094.937500 Penalty: 826.301086
	Iteration 7Q: 3 clusters Score -487094.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -487265.750000 Penalty: 826.301086
	Iteration 8Q: 3 clusters Score -487265.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -487400.843750 Penalty: 826.301086
	Iteration 9Q: 3 clusters Score -487400.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -487486.625000 Penalty: 826.301086
	Iteration 10Q: 3 clusters Score -487486.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -487555.531250 Penalty: 826.301086
	Iteration 11Q: 3 clusters Score -487555.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -487598.843750 Penalty: 826.301086
	Iteration 12Q: 3 clusters Score -487598.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -487637.250000 Penalty: 826.301086
	Iteration 13Q: 3 clusters Score -487637.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -487660.218750 Penalty: 826.301086
	Iteration 14Q: 3 clusters Score -487660.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -487673.968750 Penalty: 826.301086
	Iteration 15Q: 3 clusters Score -487674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -487688.093750 Penalty: 826.301086
	Iteration 16Q: 3 clusters Score -487688.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -487696.437500 Penalty: 826.301086
	Iteration 17Q: 3 clusters Score -487696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -487703.656250 Penalty: 826.301086
	Iteration 18Q: 3 clusters Score -487703.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -487706.218750 Penalty: 826.301086
	Iteration 19Q: 3 clusters Score -487706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -487708.093750 Penalty: 826.301086
	Iteration 20F: 3 clusters Score -487708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -487709.562500 Penalty: 826.301086
	Iteration 21Q: 3 clusters Score -487709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -487709.812500 Penalty: 826.301086
	Iteration 22Q: 3 clusters Score -487709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -487709.812500 Penalty: 826.301086
	Iteration 23F: 3 clusters Score -487709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -18666.375000 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -18666.38 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 191 members 
Entering Unmasked Estep 
Score: -18290.875000 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -18290.88 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18472.150391 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -18472.15 nChanged 40
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: -18635.523438 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -18635.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18702.734375 Penalty: 534.618713
	Iteration 3F: 3 clusters Score -18702.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18730.896484 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -18730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18744.939453 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -18744.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18753.466797 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -18753.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18760.609375 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -18760.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18760.962891 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -18760.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18762.330078 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -18762.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18762.742188 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -18762.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18764.373047 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -18764.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -18764.373047 Penalty: 534.618713
	Iteration 12F: 3 clusters Score -18764.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 276 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 235 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 440 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Entering Unmasked Estep 
Score: -14143888.000000 Penalty: 62414.183594
Splitting cluster 40 changes total score from -14143585.000000 to -14143888.000000
So it's getting split into cluster 111.
Entering ConstructFrom: 
Trying to split cluster 41 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11156.880859 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -11156.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10921.033203 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -10921.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11001.652344 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -11001.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11041.297852 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -11041.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11072.181641 Penalty: 459.536926
	Iteration 3F: 3 clusters Score -11072.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11094.525391 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -11094.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11097.053711 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -11097.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11097.816406 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -11097.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11097.816406 Penalty: 459.536926
	Iteration 7F: 3 clusters Score -11097.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -15857.990234 Penalty: 255.728241
	Iteration 0F: 2 clusters Score -15857.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15517.330078 Penalty: 511.456482
	Iteration 0F: 3 clusters Score -15517.33 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15675.726562 Penalty: 511.456482
	Iteration 1F: 3 clusters Score -15675.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15748.700195 Penalty: 511.456482
	Iteration 2F: 3 clusters Score -15748.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15782.544922 Penalty: 511.456482
	Iteration 3F: 3 clusters Score -15782.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15822.691406 Penalty: 511.456482
	Iteration 4Q: 3 clusters Score -15822.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15857.669922 Penalty: 511.456482
	Iteration 5Q: 3 clusters Score -15857.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15865.741211 Penalty: 511.456482
	Iteration 6Q: 3 clusters Score -15865.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15868.272461 Penalty: 511.456482
	Iteration 7Q: 3 clusters Score -15868.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15872.478516 Penalty: 511.456482
	Iteration 8Q: 3 clusters Score -15872.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15879.596680 Penalty: 511.456482
	Iteration 9Q: 3 clusters Score -15879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15884.836914 Penalty: 511.456482
	Iteration 10Q: 3 clusters Score -15884.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15893.815430 Penalty: 511.456482
	Iteration 11Q: 3 clusters Score -15893.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15896.003906 Penalty: 511.456482
	Iteration 12Q: 3 clusters Score -15896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15896.003906 Penalty: 511.456482
	Iteration 13F: 3 clusters Score -15896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 235 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 440 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Entering Unmasked Estep 
Score: -14143623.000000 Penalty: 62976.472656
Splitting cluster 42 changes total score from -14143585.000000 to -14143623.000000
So it's getting split into cluster 112.
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15518.977539 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15518.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15216.697266 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -15216.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15271.399414 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15271.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15289.277344 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -15289.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15295.674805 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -15295.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15302.335938 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15302.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15309.369141 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15309.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15311.346680 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -15311.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15312.745117 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -15312.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15312.745117 Penalty: 497.976624
	Iteration 8F: 3 clusters Score -15312.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -24362.765625 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24362.77 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 174 members 
Entering Unmasked Estep 
Score: -23972.205078 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23972.21 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24056.007812 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24056.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24085.230469 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24085.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24100.333984 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -24100.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24115.351562 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24115.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24129.736328 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24129.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24139.789062 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24139.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24173.306641 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24173.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24198.050781 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24198.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24220.103516 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24220.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24239.675781 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24239.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24248.050781 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -24248.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24256.886719 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -24256.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24267.533203 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -24267.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24270.080078 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -24270.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24276.859375 Penalty: 531.498352
	Iteration 15Q: 3 clusters Score -24276.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24286.714844 Penalty: 531.498352
	Iteration 16Q: 3 clusters Score -24286.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24293.500000 Penalty: 531.498352
	Iteration 17Q: 3 clusters Score -24293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24294.039062 Penalty: 531.498352
	Iteration 18Q: 3 clusters Score -24294.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24294.039062 Penalty: 531.498352
	Iteration 19F: 3 clusters Score -24294.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -40517.421875 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -40517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39871.148438 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -39871.15 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40089.425781 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -40089.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40134.910156 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -40134.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40167.062500 Penalty: 594.044189
	Iteration 3Q: 3 clusters Score -40167.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40196.394531 Penalty: 594.044189
	Iteration 4Q: 3 clusters Score -40196.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40211.171875 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -40211.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40216.468750 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -40216.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40220.062500 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -40220.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40224.703125 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -40224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40229.523438 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -40229.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40233.410156 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -40233.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40235.781250 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -40235.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40237.761719 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -40237.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40241.402344 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -40241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40242.359375 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -40242.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40245.312500 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -40245.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -40246.171875 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -40246.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40246.484375 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -40246.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40246.484375 Penalty: 594.044189
	Iteration 18F: 3 clusters Score -40246.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -41967.691406 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -41967.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41420.542969 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -41420.54 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41576.269531 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -41576.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41637.171875 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -41637.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41669.863281 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -41669.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41687.550781 Penalty: 581.968811
	Iteration 4Q: 3 clusters Score -41687.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -41710.410156 Penalty: 581.968811
	Iteration 5Q: 3 clusters Score -41710.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41726.718750 Penalty: 581.968811
	Iteration 6Q: 3 clusters Score -41726.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41740.734375 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -41740.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41752.523438 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -41752.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41764.117188 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -41764.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41769.304688 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -41769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41772.773438 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -41772.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41776.640625 Penalty: 581.968811
	Iteration 12Q: 3 clusters Score -41776.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41777.863281 Penalty: 581.968811
	Iteration 13Q: 3 clusters Score -41777.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41778.386719 Penalty: 581.968811
	Iteration 14Q: 3 clusters Score -41778.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41778.542969 Penalty: 581.968811
	Iteration 15Q: 3 clusters Score -41778.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41779.070312 Penalty: 581.968811
	Iteration 16Q: 3 clusters Score -41779.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41779.222656 Penalty: 581.968811
	Iteration 17Q: 3 clusters Score -41779.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41779.222656 Penalty: 581.968811
	Iteration 18F: 3 clusters Score -41779.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -17547.501953 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -17547.5 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 125 members 
Entering Unmasked Estep 
Score: -17206.554688 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -17206.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17292.230469 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -17292.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17308.656250 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -17308.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17319.369141 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -17319.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17333.414062 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -17333.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17342.044922 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -17342.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17342.550781 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -17342.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17342.550781 Penalty: 515.329407
	Iteration 7F: 3 clusters Score -17342.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9604.780273 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9604.78 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 92 members 
Entering Unmasked Estep 
Score: -9329.821289 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9329.821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9408.546875 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9408.547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9459.720703 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9459.721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9492.485352 Penalty: 476.998962
	Iteration 3F: 3 clusters Score -9492.485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9506.791992 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -9506.792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9514.616211 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -9514.616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9515.193359 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -9515.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9515.193359 Penalty: 476.998962
	Iteration 7F: 3 clusters Score -9515.193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -98605.179688 Penalty: 338.178009
	Iteration 0F: 2 clusters Score -98605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -97345.382812 Penalty: 676.356018
	Iteration 0F: 3 clusters Score -97345.38 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -97762.171875 Penalty: 676.356018
	Iteration 1F: 3 clusters Score -97762.17 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -97832.984375 Penalty: 676.356018
	Iteration 2F: 3 clusters Score -97832.98 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -97895.265625 Penalty: 676.356018
	Iteration 3F: 3 clusters Score -97895.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -97938.617188 Penalty: 676.356018
	Iteration 4Q: 3 clusters Score -97938.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -97992.000000 Penalty: 676.356018
	Iteration 5Q: 3 clusters Score -97992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -98055.281250 Penalty: 676.356018
	Iteration 6F: 3 clusters Score -98055.28 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -98119.703125 Penalty: 676.356018
	Iteration 7F: 3 clusters Score -98119.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -98176.351562 Penalty: 676.356018
	Iteration 8Q: 3 clusters Score -98176.35 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -98236.546875 Penalty: 676.356018
	Iteration 9Q: 3 clusters Score -98236.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -98296.640625 Penalty: 676.356018
	Iteration 10Q: 3 clusters Score -98296.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -98332.968750 Penalty: 676.356018
	Iteration 11Q: 3 clusters Score -98332.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -98367.671875 Penalty: 676.356018
	Iteration 12Q: 3 clusters Score -98367.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -98392.593750 Penalty: 676.356018
	Iteration 13Q: 3 clusters Score -98392.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -98408.492188 Penalty: 676.356018
	Iteration 14Q: 3 clusters Score -98408.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -98417.984375 Penalty: 676.356018
	Iteration 15Q: 3 clusters Score -98417.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -98420.406250 Penalty: 676.356018
	Iteration 16Q: 3 clusters Score -98420.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -98421.453125 Penalty: 676.356018
	Iteration 17Q: 3 clusters Score -98421.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -98422.453125 Penalty: 676.356018
	Iteration 18Q: 3 clusters Score -98422.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -98422.703125 Penalty: 676.356018
	Iteration 19Q: 3 clusters Score -98422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -98423.195312 Penalty: 676.356018
	Iteration 20F: 3 clusters Score -98423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (16708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Entering Unmasked Estep 
Score: -1413952.625000 Penalty: 442.425781
	Iteration 0F: 2 clusters Score -1413953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1405320.250000 Penalty: 884.851562
	Iteration 0F: 3 clusters Score -1405320 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1409879.375000 Penalty: 884.851562
	Iteration 1F: 3 clusters Score -1409879 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1410186.500000 Penalty: 884.851562
	Iteration 2F: 3 clusters Score -1410186 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1410604.625000 Penalty: 884.851562
	Iteration 3F: 3 clusters Score -1410605 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1411145.625000 Penalty: 884.851562
	Iteration 4F: 3 clusters Score -1411146 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1411806.375000 Penalty: 884.851562
	Iteration 5F: 3 clusters Score -1411806 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1412452.875000 Penalty: 884.851562
	Iteration 6F: 3 clusters Score -1412453 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1412834.125000 Penalty: 884.851562
	Iteration 7F: 3 clusters Score -1412834 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1412974.750000 Penalty: 884.851562
	Iteration 8Q: 3 clusters Score -1412975 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1413029.625000 Penalty: 884.851562
	Iteration 9Q: 3 clusters Score -1413030 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1413077.000000 Penalty: 884.851562
	Iteration 10Q: 3 clusters Score -1413077 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1413109.875000 Penalty: 884.851562
	Iteration 11Q: 3 clusters Score -1413110 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1413147.250000 Penalty: 884.851562
	Iteration 12Q: 3 clusters Score -1413147 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1413187.750000 Penalty: 884.851562
	Iteration 13Q: 3 clusters Score -1413188 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1413209.375000 Penalty: 884.851562
	Iteration 14Q: 3 clusters Score -1413209 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1413208.875000 Penalty: 884.851562
	Iteration 15Q: 3 clusters Score -1413209 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1413204.125000 Penalty: 884.851562
	Iteration 16Q: 3 clusters Score -1413204 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1413197.375000 Penalty: 884.851562
	Iteration 17Q: 3 clusters Score -1413197 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1413205.625000 Penalty: 884.851562
	Iteration 18Q: 3 clusters Score -1413206 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1413199.125000 Penalty: 884.851562
	Iteration 19Q: 3 clusters Score -1413199 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1413205.625000 Penalty: 884.851562
	Iteration 20F: 3 clusters Score -1413206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1413213.500000 Penalty: 884.851562
	Iteration 21Q: 3 clusters Score -1413214 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1413213.750000 Penalty: 884.851562
	Iteration 22Q: 3 clusters Score -1413214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1413223.625000 Penalty: 884.851562
	Iteration 23Q: 3 clusters Score -1413224 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1413221.625000 Penalty: 884.851562
	Iteration 24Q: 3 clusters Score -1413222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1413227.500000 Penalty: 884.851562
	Iteration 25Q: 3 clusters Score -1413228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1413244.250000 Penalty: 884.851562
	Iteration 26Q: 3 clusters Score -1413244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1413251.375000 Penalty: 884.851562
	Iteration 27Q: 3 clusters Score -1413251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1413257.375000 Penalty: 884.851562
	Iteration 28Q: 3 clusters Score -1413257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1413253.875000 Penalty: 884.851562
	Iteration 29Q: 3 clusters Score -1413254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1413269.750000 Penalty: 884.851562
	Iteration 30Q: 3 clusters Score -1413270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1413272.375000 Penalty: 884.851562
	Iteration 31Q: 3 clusters Score -1413272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1413273.000000 Penalty: 884.851562
	Iteration 32Q: 3 clusters Score -1413273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1413287.500000 Penalty: 884.851562
	Iteration 33Q: 3 clusters Score -1413288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1413294.875000 Penalty: 884.851562
	Iteration 34Q: 3 clusters Score -1413295 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1413300.875000 Penalty: 884.851562
	Iteration 35Q: 3 clusters Score -1413301 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1413318.750000 Penalty: 884.851562
	Iteration 36Q: 3 clusters Score -1413319 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1413324.125000 Penalty: 884.851562
	Iteration 37Q: 3 clusters Score -1413324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1413329.625000 Penalty: 884.851562
	Iteration 38Q: 3 clusters Score -1413330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1413330.625000 Penalty: 884.851562
	Iteration 39Q: 3 clusters Score -1413331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1413335.875000 Penalty: 884.851562
	Iteration 40F: 3 clusters Score -1413336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1413342.125000 Penalty: 884.851562
	Iteration 41Q: 3 clusters Score -1413342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1413345.000000 Penalty: 884.851562
	Iteration 42Q: 3 clusters Score -1413345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1413354.375000 Penalty: 884.851562
	Iteration 43Q: 3 clusters Score -1413354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1413360.625000 Penalty: 884.851562
	Iteration 44Q: 3 clusters Score -1413361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1413367.250000 Penalty: 884.851562
	Iteration 45Q: 3 clusters Score -1413367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1413364.125000 Penalty: 884.851562
	Iteration 46Q: 3 clusters Score -1413364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1413369.625000 Penalty: 884.851562
	Iteration 47Q: 3 clusters Score -1413370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1413375.125000 Penalty: 884.851562
	Iteration 48Q: 3 clusters Score -1413375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1413373.000000 Penalty: 884.851562
	Iteration 49Q: 3 clusters Score -1413373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1413371.125000 Penalty: 884.851562
	Iteration 50Q: 3 clusters Score -1413371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1413372.125000 Penalty: 884.851562
	Iteration 51Q: 3 clusters Score -1413372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1413371.750000 Penalty: 884.851562
	Iteration 52Q: 3 clusters Score -1413372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1413373.000000 Penalty: 884.851562
	Iteration 53Q: 3 clusters Score -1413373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1413368.250000 Penalty: 884.851562
	Iteration 54Q: 3 clusters Score -1413368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1413364.500000 Penalty: 884.851562
	Iteration 55Q: 3 clusters Score -1413364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1413363.000000 Penalty: 884.851562
	Iteration 56Q: 3 clusters Score -1413363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1413360.625000 Penalty: 884.851562
	Iteration 57Q: 3 clusters Score -1413361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1413358.625000 Penalty: 884.851562
	Iteration 58Q: 3 clusters Score -1413359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1413359.625000 Penalty: 884.851562
	Iteration 59Q: 3 clusters Score -1413360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1413360.000000 Penalty: 884.851562
	Iteration 60F: 3 clusters Score -1413360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1413358.750000 Penalty: 884.851562
	Iteration 61Q: 3 clusters Score -1413359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1413359.375000 Penalty: 884.851562
	Iteration 62Q: 3 clusters Score -1413359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1413356.375000 Penalty: 884.851562
	Iteration 63Q: 3 clusters Score -1413356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1413361.750000 Penalty: 884.851562
	Iteration 64Q: 3 clusters Score -1413362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1413360.375000 Penalty: 884.851562
	Iteration 65Q: 3 clusters Score -1413360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1413357.500000 Penalty: 884.851562
	Iteration 66Q: 3 clusters Score -1413358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1413356.625000 Penalty: 884.851562
	Iteration 67Q: 3 clusters Score -1413357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1413360.125000 Penalty: 884.851562
	Iteration 68Q: 3 clusters Score -1413360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1413359.250000 Penalty: 884.851562
	Iteration 69Q: 3 clusters Score -1413359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1413359.625000 Penalty: 884.851562
	Iteration 70Q: 3 clusters Score -1413360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1413362.000000 Penalty: 884.851562
	Iteration 71Q: 3 clusters Score -1413362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1413364.250000 Penalty: 884.851562
	Iteration 72Q: 3 clusters Score -1413364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1413361.875000 Penalty: 884.851562
	Iteration 73Q: 3 clusters Score -1413362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1413363.125000 Penalty: 884.851562
	Iteration 74Q: 3 clusters Score -1413363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1413368.000000 Penalty: 884.851562
	Iteration 75Q: 3 clusters Score -1413368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1413363.250000 Penalty: 884.851562
	Iteration 76Q: 3 clusters Score -1413363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1413363.375000 Penalty: 884.851562
	Iteration 77Q: 3 clusters Score -1413363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1413366.000000 Penalty: 884.851562
	Iteration 78Q: 3 clusters Score -1413366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1413363.875000 Penalty: 884.851562
	Iteration 79Q: 3 clusters Score -1413364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1413369.250000 Penalty: 884.851562
	Iteration 80F: 3 clusters Score -1413369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1413368.750000 Penalty: 884.851562
	Iteration 81Q: 3 clusters Score -1413369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1413372.000000 Penalty: 884.851562
	Iteration 82Q: 3 clusters Score -1413372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1413371.000000 Penalty: 884.851562
	Iteration 83Q: 3 clusters Score -1413371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1413372.500000 Penalty: 884.851562
	Iteration 84Q: 3 clusters Score -1413372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1413369.875000 Penalty: 884.851562
	Iteration 85Q: 3 clusters Score -1413370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1413371.375000 Penalty: 884.851562
	Iteration 86Q: 3 clusters Score -1413371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1413373.500000 Penalty: 884.851562
	Iteration 87Q: 3 clusters Score -1413374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1413377.875000 Penalty: 884.851562
	Iteration 88Q: 3 clusters Score -1413378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1413377.375000 Penalty: 884.851562
	Iteration 89Q: 3 clusters Score -1413377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1413377.750000 Penalty: 884.851562
	Iteration 90Q: 3 clusters Score -1413378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1413378.750000 Penalty: 884.851562
	Iteration 91Q: 3 clusters Score -1413379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1413378.125000 Penalty: 884.851562
	Iteration 92Q: 3 clusters Score -1413378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1413378.375000 Penalty: 884.851562
	Iteration 93Q: 3 clusters Score -1413378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1413378.500000 Penalty: 884.851562
	Iteration 94Q: 3 clusters Score -1413378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1413378.625000 Penalty: 884.851562
	Iteration 95Q: 3 clusters Score -1413379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1413378.125000 Penalty: 884.851562
	Iteration 96Q: 3 clusters Score -1413378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1413376.250000 Penalty: 884.851562
	Iteration 97Q: 3 clusters Score -1413376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1413377.375000 Penalty: 884.851562
	Iteration 98Q: 3 clusters Score -1413377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1413378.500000 Penalty: 884.851562
	Iteration 99Q: 3 clusters Score -1413378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1413378.000000 Penalty: 884.851562
	Iteration 100F: 3 clusters Score -1413378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1413378.875000 Penalty: 884.851562
	Iteration 101Q: 3 clusters Score -1413379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1413379.500000 Penalty: 884.851562
	Iteration 102Q: 3 clusters Score -1413380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1413380.375000 Penalty: 884.851562
	Iteration 103Q: 3 clusters Score -1413380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1413379.375000 Penalty: 884.851562
	Iteration 104Q: 3 clusters Score -1413379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1413379.375000 Penalty: 884.851562
	Iteration 105F: 3 clusters Score -1413379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -12965.202148 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -12965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12583.406250 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -12583.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12662.261719 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -12662.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12686.778320 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -12686.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12696.206055 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -12696.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12703.620117 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -12703.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12709.683594 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -12709.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12712.607422 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -12712.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12715.109375 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -12715.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12715.704102 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -12715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12716.430664 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -12716.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12716.726562 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -12716.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12716.881836 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -12716.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12716.881836 Penalty: 532.811523
	Iteration 12F: 3 clusters Score -12716.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6669.816406 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6669.816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6462.147949 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6462.148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6546.530762 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6546.531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6572.291992 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6572.292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6588.957031 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6588.957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6590.489746 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6590.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6590.489746 Penalty: 446.380005
	Iteration 5F: 3 clusters Score -6590.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -6081.523926 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -6081.524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5883.284180 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -5883.284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5918.127930 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -5918.128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5936.489258 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -5936.489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5967.212402 Penalty: 433.357849
	Iteration 3F: 3 clusters Score -5967.212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5970.682617 Penalty: 433.357849
	Iteration 4Q: 3 clusters Score -5970.683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5972.131836 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -5972.132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5972.131836 Penalty: 433.357849
	Iteration 6F: 3 clusters Score -5972.132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5664.681641 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5664.682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5443.632324 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5443.632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5496.743164 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5496.743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5511.043945 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -5511.044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5512.063965 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -5512.064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5512.063965 Penalty: 432.576691
	Iteration 4F: 3 clusters Score -5512.064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -15219.915039 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -15219.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14870.124023 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -14870.12 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14959.860352 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -14959.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14980.454102 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -14980.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14991.265625 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -14991.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14994.902344 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -14994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14996.208984 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -14996.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14996.832031 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -14996.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14999.980469 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -14999.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15001.349609 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -15001.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15001.349609 Penalty: 509.456421
	Iteration 9F: 3 clusters Score -15001.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -46474.210938 Penalty: 306.908264
	Iteration 0F: 2 clusters Score -46474.21 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 429 members 
Entering Unmasked Estep 
Score: -45748.804688 Penalty: 613.816528
	Iteration 0F: 3 clusters Score -45748.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -46002.621094 Penalty: 613.816528
	Iteration 1F: 3 clusters Score -46002.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -46056.132812 Penalty: 613.816528
	Iteration 2F: 3 clusters Score -46056.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46103.500000 Penalty: 613.816528
	Iteration 3F: 3 clusters Score -46103.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46160.843750 Penalty: 613.816528
	Iteration 4Q: 3 clusters Score -46160.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46202.117188 Penalty: 613.816528
	Iteration 5F: 3 clusters Score -46202.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46225.214844 Penalty: 613.816528
	Iteration 6Q: 3 clusters Score -46225.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46250.367188 Penalty: 613.816528
	Iteration 7Q: 3 clusters Score -46250.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46269.996094 Penalty: 613.816528
	Iteration 8Q: 3 clusters Score -46270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46289.480469 Penalty: 613.816528
	Iteration 9Q: 3 clusters Score -46289.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46316.703125 Penalty: 613.816528
	Iteration 10Q: 3 clusters Score -46316.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46329.500000 Penalty: 613.816528
	Iteration 11Q: 3 clusters Score -46329.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46333.746094 Penalty: 613.816528
	Iteration 12Q: 3 clusters Score -46333.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46339.035156 Penalty: 613.816528
	Iteration 13Q: 3 clusters Score -46339.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46341.652344 Penalty: 613.816528
	Iteration 14Q: 3 clusters Score -46341.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46344.656250 Penalty: 613.816528
	Iteration 15Q: 3 clusters Score -46344.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46346.746094 Penalty: 613.816528
	Iteration 16Q: 3 clusters Score -46346.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46347.964844 Penalty: 613.816528
	Iteration 17Q: 3 clusters Score -46347.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46348.855469 Penalty: 613.816528
	Iteration 18Q: 3 clusters Score -46348.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46350.351562 Penalty: 613.816528
	Iteration 19Q: 3 clusters Score -46350.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46352.601562 Penalty: 613.816528
	Iteration 20F: 3 clusters Score -46352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46355.488281 Penalty: 613.816528
	Iteration 21Q: 3 clusters Score -46355.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46355.699219 Penalty: 613.816528
	Iteration 22Q: 3 clusters Score -46355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46355.699219 Penalty: 613.816528
	Iteration 23F: 3 clusters Score -46355.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -3142.614502 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -3142.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2983.123779 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -2983.124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3041.157715 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -3041.158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3046.259521 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -3046.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3046.259521 Penalty: 382.627045
	Iteration 3F: 3 clusters Score -3046.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -21084.562500 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -21084.56 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 166 members 
Entering Unmasked Estep 
Score: -20708.183594 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20708.18 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20827.431641 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20827.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20894.679688 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20894.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20951.390625 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -20951.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20989.507812 Penalty: 532.550415
	Iteration 4F: 3 clusters Score -20989.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21013.175781 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -21013.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21032.490234 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -21032.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21047.136719 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -21047.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21051.773438 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -21051.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21052.337891 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -21052.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21052.945312 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -21052.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21052.945312 Penalty: 532.550415
	Iteration 11F: 3 clusters Score -21052.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -7008.907715 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -7008.908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6808.806641 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -6808.807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6872.518555 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -6872.519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6878.301758 Penalty: 434.132324
	Iteration 2Q: 3 clusters Score -6878.302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6879.900391 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -6879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -6879.900391 Penalty: 434.132324
	Iteration 4F: 3 clusters Score -6879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -6143.327637 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -6143.328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5932.570801 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -5932.571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5982.493164 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -5982.493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5987.406738 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -5987.407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5987.406738 Penalty: 419.975952
	Iteration 3F: 3 clusters Score -5987.407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -6195.171875 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -6195.172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5959.166992 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -5959.167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6216.120117 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -6216.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6317.147461 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -6317.147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6343.641602 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -6343.642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6353.165527 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -6353.166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6384.037109 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -6384.037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6418.736816 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -6418.737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6442.165527 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -6442.166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6446.703613 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -6446.704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6453.988281 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -6453.988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6456.357910 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -6456.358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6459.031738 Penalty: 496.822296
	Iteration 11F: 3 clusters Score -6459.032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6490.237793 Penalty: 496.822296
	Iteration 12Q: 3 clusters Score -6490.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6492.857422 Penalty: 496.822296
	Iteration 13Q: 3 clusters Score -6492.857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6493.565430 Penalty: 496.822296
	Iteration 14Q: 3 clusters Score -6493.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6493.565430 Penalty: 496.822296
	Iteration 15F: 3 clusters Score -6493.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 173 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 440 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Entering Unmasked Estep 
Score: -14143604.000000 Penalty: 63538.765625
Splitting cluster 61 changes total score from -14143585.000000 to -14143604.000000
So it's getting split into cluster 113.
Entering ConstructFrom: 
Trying to split cluster 62 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -7820.197266 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -7820.197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7603.571289 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -7603.571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7663.500000 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -7663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7698.003906 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -7698.004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7724.188477 Penalty: 433.357849
	Iteration 3F: 3 clusters Score -7724.188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7747.703613 Penalty: 433.357849
	Iteration 4F: 3 clusters Score -7747.704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7757.115234 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -7757.115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7767.397949 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -7767.398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7767.397949 Penalty: 433.357849
	Iteration 7F: 3 clusters Score -7767.398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5466.630859 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5466.631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5254.408203 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -5254.408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5313.894531 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5313.895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5327.231934 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5327.232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5331.268555 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5331.269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5338.187012 Penalty: 421.760345
	Iteration 4Q: 3 clusters Score -5338.187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5360.307617 Penalty: 421.760345
	Iteration 5Q: 3 clusters Score -5360.308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5372.859375 Penalty: 421.760345
	Iteration 6Q: 3 clusters Score -5372.859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5381.150391 Penalty: 421.760345
	Iteration 7Q: 3 clusters Score -5381.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5381.150391 Penalty: 421.760345
	Iteration 8F: 3 clusters Score -5381.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7150.475586 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7150.476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6940.399902 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6940.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7022.361328 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7022.361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7069.767578 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7069.768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7119.181152 Penalty: 441.534760
	Iteration 3F: 3 clusters Score -7119.181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7134.462402 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7134.462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7138.067383 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7138.067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7139.971680 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -7139.972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7139.971680 Penalty: 441.534760
	Iteration 7F: 3 clusters Score -7139.972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -118265.398438 Penalty: 343.888763
	Iteration 0F: 2 clusters Score -118265.4 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 934 members 
Entering Unmasked Estep 
Score: -116885.218750 Penalty: 687.777527
	Iteration 0F: 3 clusters Score -116885.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -117389.039062 Penalty: 687.777527
	Iteration 1F: 3 clusters Score -117389 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -117524.343750 Penalty: 687.777527
	Iteration 2F: 3 clusters Score -117524.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117616.898438 Penalty: 687.777527
	Iteration 3F: 3 clusters Score -117616.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117699.625000 Penalty: 687.777527
	Iteration 4F: 3 clusters Score -117699.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117786.289062 Penalty: 687.777527
	Iteration 5F: 3 clusters Score -117786.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117867.078125 Penalty: 687.777527
	Iteration 6Q: 3 clusters Score -117867.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -117943.500000 Penalty: 687.777527
	Iteration 7Q: 3 clusters Score -117943.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -118010.218750 Penalty: 687.777527
	Iteration 8Q: 3 clusters Score -118010.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -118039.765625 Penalty: 687.777527
	Iteration 9Q: 3 clusters Score -118039.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -118048.000000 Penalty: 687.777527
	Iteration 10Q: 3 clusters Score -118048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -118053.257812 Penalty: 687.777527
	Iteration 11Q: 3 clusters Score -118053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -118053.906250 Penalty: 687.777527
	Iteration 12Q: 3 clusters Score -118053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -118053.906250 Penalty: 687.777527
	Iteration 13F: 3 clusters Score -118053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -3367.605469 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -3367.605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3177.421631 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -3177.422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3253.850586 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -3253.851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3273.413330 Penalty: 420.872528
	Iteration 2F: 3 clusters Score -3273.413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3283.550049 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -3283.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3283.550049 Penalty: 420.872528
	Iteration 4F: 3 clusters Score -3283.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -6195.525879 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -6195.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5993.485352 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5993.485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6026.893555 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -6026.894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6040.837891 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -6040.838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6046.011719 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -6046.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6047.924316 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -6047.924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6047.924316 Penalty: 417.232056
	Iteration 5F: 3 clusters Score -6047.924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -53638.273438 Penalty: 298.139099
	Iteration 0F: 2 clusters Score -53638.27 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 336 members 
Entering Unmasked Estep 
Score: -53018.980469 Penalty: 596.278198
	Iteration 0F: 3 clusters Score -53018.98 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53196.523438 Penalty: 596.278198
	Iteration 1F: 3 clusters Score -53196.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53248.875000 Penalty: 596.278198
	Iteration 2F: 3 clusters Score -53248.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53274.687500 Penalty: 596.278198
	Iteration 3Q: 3 clusters Score -53274.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53298.550781 Penalty: 596.278198
	Iteration 4Q: 3 clusters Score -53298.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53320.898438 Penalty: 596.278198
	Iteration 5Q: 3 clusters Score -53320.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53330.718750 Penalty: 596.278198
	Iteration 6Q: 3 clusters Score -53330.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53337.714844 Penalty: 596.278198
	Iteration 7Q: 3 clusters Score -53337.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53339.972656 Penalty: 596.278198
	Iteration 8Q: 3 clusters Score -53339.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53343.492188 Penalty: 596.278198
	Iteration 9Q: 3 clusters Score -53343.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53345.312500 Penalty: 596.278198
	Iteration 10Q: 3 clusters Score -53345.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53346.976562 Penalty: 596.278198
	Iteration 11Q: 3 clusters Score -53346.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53346.976562 Penalty: 596.278198
	Iteration 12F: 3 clusters Score -53346.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -12865.047852 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -12865.05 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 120 members 
Entering Unmasked Estep 
Score: -12594.533203 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -12594.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12690.054688 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -12690.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12712.936523 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -12712.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12721.885742 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -12721.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12723.729492 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -12723.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12723.729492 Penalty: 490.820129
	Iteration 5F: 3 clusters Score -12723.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -4673.685547 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -4673.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4461.790527 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -4461.791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4528.110352 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -4528.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4538.690430 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -4538.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4548.375977 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -4548.376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4588.183105 Penalty: 426.912689
	Iteration 4Q: 3 clusters Score -4588.183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4610.499023 Penalty: 426.912689
	Iteration 5F: 3 clusters Score -4610.499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4621.453125 Penalty: 426.912689
	Iteration 6Q: 3 clusters Score -4621.453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4621.453125 Penalty: 426.912689
	Iteration 7F: 3 clusters Score -4621.453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -113272.882812 Penalty: 330.385742
	Iteration 0F: 2 clusters Score -113272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -112185.781250 Penalty: 660.771484
	Iteration 0F: 3 clusters Score -112185.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -112549.148438 Penalty: 660.771484
	Iteration 1F: 3 clusters Score -112549.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -112624.226562 Penalty: 660.771484
	Iteration 2F: 3 clusters Score -112624.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -112675.164062 Penalty: 660.771484
	Iteration 3F: 3 clusters Score -112675.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -112736.359375 Penalty: 660.771484
	Iteration 4Q: 3 clusters Score -112736.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112779.187500 Penalty: 660.771484
	Iteration 5Q: 3 clusters Score -112779.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -112808.859375 Penalty: 660.771484
	Iteration 6Q: 3 clusters Score -112808.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -112830.132812 Penalty: 660.771484
	Iteration 7Q: 3 clusters Score -112830.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -112845.718750 Penalty: 660.771484
	Iteration 8Q: 3 clusters Score -112845.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -112854.937500 Penalty: 660.771484
	Iteration 9Q: 3 clusters Score -112854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -112862.007812 Penalty: 660.771484
	Iteration 10Q: 3 clusters Score -112862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -112868.015625 Penalty: 660.771484
	Iteration 11Q: 3 clusters Score -112868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -112871.570312 Penalty: 660.771484
	Iteration 12Q: 3 clusters Score -112871.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -112876.750000 Penalty: 660.771484
	Iteration 13Q: 3 clusters Score -112876.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -112882.210938 Penalty: 660.771484
	Iteration 14Q: 3 clusters Score -112882.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -112887.093750 Penalty: 660.771484
	Iteration 15Q: 3 clusters Score -112887.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -112892.421875 Penalty: 660.771484
	Iteration 16Q: 3 clusters Score -112892.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -112901.632812 Penalty: 660.771484
	Iteration 17Q: 3 clusters Score -112901.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -112910.210938 Penalty: 660.771484
	Iteration 18Q: 3 clusters Score -112910.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -112916.476562 Penalty: 660.771484
	Iteration 19Q: 3 clusters Score -112916.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -112920.984375 Penalty: 660.771484
	Iteration 20F: 3 clusters Score -112921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -112923.031250 Penalty: 660.771484
	Iteration 21Q: 3 clusters Score -112923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -112927.234375 Penalty: 660.771484
	Iteration 22Q: 3 clusters Score -112927.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -112932.476562 Penalty: 660.771484
	Iteration 23Q: 3 clusters Score -112932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112936.648438 Penalty: 660.771484
	Iteration 24Q: 3 clusters Score -112936.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -112943.835938 Penalty: 660.771484
	Iteration 25Q: 3 clusters Score -112943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -112949.757812 Penalty: 660.771484
	Iteration 26Q: 3 clusters Score -112949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -112956.906250 Penalty: 660.771484
	Iteration 27Q: 3 clusters Score -112956.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -112968.968750 Penalty: 660.771484
	Iteration 28Q: 3 clusters Score -112969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -112978.539062 Penalty: 660.771484
	Iteration 29Q: 3 clusters Score -112978.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -112992.820312 Penalty: 660.771484
	Iteration 30Q: 3 clusters Score -112992.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -113013.554688 Penalty: 660.771484
	Iteration 31Q: 3 clusters Score -113013.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -113036.000000 Penalty: 660.771484
	Iteration 32Q: 3 clusters Score -113036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -113050.007812 Penalty: 660.771484
	Iteration 33Q: 3 clusters Score -113050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -113053.226562 Penalty: 660.771484
	Iteration 34Q: 3 clusters Score -113053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -113058.078125 Penalty: 660.771484
	Iteration 35Q: 3 clusters Score -113058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -113062.843750 Penalty: 660.771484
	Iteration 36Q: 3 clusters Score -113062.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -113070.679688 Penalty: 660.771484
	Iteration 37Q: 3 clusters Score -113070.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -113076.468750 Penalty: 660.771484
	Iteration 38Q: 3 clusters Score -113076.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -113083.148438 Penalty: 660.771484
	Iteration 39Q: 3 clusters Score -113083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -113086.390625 Penalty: 660.771484
	Iteration 40F: 3 clusters Score -113086.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -113089.257812 Penalty: 660.771484
	Iteration 41Q: 3 clusters Score -113089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -113091.914062 Penalty: 660.771484
	Iteration 42Q: 3 clusters Score -113091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -113094.609375 Penalty: 660.771484
	Iteration 43Q: 3 clusters Score -113094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -113097.742188 Penalty: 660.771484
	Iteration 44Q: 3 clusters Score -113097.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -113098.992188 Penalty: 660.771484
	Iteration 45Q: 3 clusters Score -113099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -113099.632812 Penalty: 660.771484
	Iteration 46Q: 3 clusters Score -113099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -113100.757812 Penalty: 660.771484
	Iteration 47Q: 3 clusters Score -113100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -113100.757812 Penalty: 660.771484
	Iteration 48F: 3 clusters Score -113100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8982.453125 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8982.453 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 86 members 
Entering Unmasked Estep 
Score: -8695.651367 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8695.651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8777.859375 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8777.859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8786.714844 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -8786.715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8790.017578 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -8790.018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8795.576172 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -8795.576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8798.612305 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -8798.612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8802.405273 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -8802.405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8813.510742 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -8813.511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8824.143555 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -8824.144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8834.454102 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -8834.454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8844.064453 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -8844.064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8850.401367 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -8850.401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8850.401367 Penalty: 477.479187
	Iteration 12F: 3 clusters Score -8850.401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -8934.116211 Penalty: 234.997757
	Iteration 0F: 2 clusters Score -8934.116 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 85 members 
Entering Unmasked Estep 
Score: -8675.160156 Penalty: 469.995514
	Iteration 0F: 3 clusters Score -8675.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8725.840820 Penalty: 469.995514
	Iteration 1F: 3 clusters Score -8725.841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8745.824219 Penalty: 469.995514
	Iteration 2F: 3 clusters Score -8745.824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8757.297852 Penalty: 469.995514
	Iteration 3Q: 3 clusters Score -8757.298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8759.663086 Penalty: 469.995514
	Iteration 4Q: 3 clusters Score -8759.663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8765.179688 Penalty: 469.995514
	Iteration 5Q: 3 clusters Score -8765.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8772.187500 Penalty: 469.995514
	Iteration 6Q: 3 clusters Score -8772.188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8773.343750 Penalty: 469.995514
	Iteration 7Q: 3 clusters Score -8773.344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8773.343750 Penalty: 469.995514
	Iteration 8F: 3 clusters Score -8773.344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -114176.812500 Penalty: 343.098297
	Iteration 0F: 2 clusters Score -114176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -112810.242188 Penalty: 686.196594
	Iteration 0F: 3 clusters Score -112810.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -113287.601562 Penalty: 686.196594
	Iteration 1F: 3 clusters Score -113287.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -113367.171875 Penalty: 686.196594
	Iteration 2F: 3 clusters Score -113367.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -113439.937500 Penalty: 686.196594
	Iteration 3F: 3 clusters Score -113439.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113503.296875 Penalty: 686.196594
	Iteration 4F: 3 clusters Score -113503.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113554.062500 Penalty: 686.196594
	Iteration 5Q: 3 clusters Score -113554.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113590.343750 Penalty: 686.196594
	Iteration 6Q: 3 clusters Score -113590.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -113620.625000 Penalty: 686.196594
	Iteration 7Q: 3 clusters Score -113620.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -113639.398438 Penalty: 686.196594
	Iteration 8Q: 3 clusters Score -113639.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113655.179688 Penalty: 686.196594
	Iteration 9Q: 3 clusters Score -113655.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -113671.406250 Penalty: 686.196594
	Iteration 10Q: 3 clusters Score -113671.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -113688.054688 Penalty: 686.196594
	Iteration 11Q: 3 clusters Score -113688.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -113704.062500 Penalty: 686.196594
	Iteration 12Q: 3 clusters Score -113704.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -113719.992188 Penalty: 686.196594
	Iteration 13Q: 3 clusters Score -113720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -113744.023438 Penalty: 686.196594
	Iteration 14Q: 3 clusters Score -113744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -113769.015625 Penalty: 686.196594
	Iteration 15Q: 3 clusters Score -113769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -113782.828125 Penalty: 686.196594
	Iteration 16Q: 3 clusters Score -113782.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -113802.343750 Penalty: 686.196594
	Iteration 17Q: 3 clusters Score -113802.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -113823.398438 Penalty: 686.196594
	Iteration 18Q: 3 clusters Score -113823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -113837.187500 Penalty: 686.196594
	Iteration 19Q: 3 clusters Score -113837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -113847.921875 Penalty: 686.196594
	Iteration 20F: 3 clusters Score -113847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -113858.484375 Penalty: 686.196594
	Iteration 21Q: 3 clusters Score -113858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -113868.703125 Penalty: 686.196594
	Iteration 22Q: 3 clusters Score -113868.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -113879.953125 Penalty: 686.196594
	Iteration 23Q: 3 clusters Score -113880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -113890.960938 Penalty: 686.196594
	Iteration 24Q: 3 clusters Score -113891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -113896.562500 Penalty: 686.196594
	Iteration 25Q: 3 clusters Score -113896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -113898.085938 Penalty: 686.196594
	Iteration 26Q: 3 clusters Score -113898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -113900.617188 Penalty: 686.196594
	Iteration 27Q: 3 clusters Score -113900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -113905.484375 Penalty: 686.196594
	Iteration 28Q: 3 clusters Score -113905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -113905.484375 Penalty: 686.196594
	Iteration 29F: 3 clusters Score -113905.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -25841.523438 Penalty: 282.855591
	Iteration 0F: 2 clusters Score -25841.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25361.806641 Penalty: 565.711182
	Iteration 0F: 3 clusters Score -25361.81 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25553.142578 Penalty: 565.711182
	Iteration 1F: 3 clusters Score -25553.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25607.878906 Penalty: 565.711182
	Iteration 2F: 3 clusters Score -25607.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25639.982422 Penalty: 565.711182
	Iteration 3F: 3 clusters Score -25639.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25664.335938 Penalty: 565.711182
	Iteration 4Q: 3 clusters Score -25664.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25695.027344 Penalty: 565.711182
	Iteration 5Q: 3 clusters Score -25695.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25708.435547 Penalty: 565.711182
	Iteration 6Q: 3 clusters Score -25708.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25713.609375 Penalty: 565.711182
	Iteration 7Q: 3 clusters Score -25713.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25717.521484 Penalty: 565.711182
	Iteration 8Q: 3 clusters Score -25717.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25721.285156 Penalty: 565.711182
	Iteration 9Q: 3 clusters Score -25721.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25724.369141 Penalty: 565.711182
	Iteration 10Q: 3 clusters Score -25724.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25725.351562 Penalty: 565.711182
	Iteration 11Q: 3 clusters Score -25725.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25725.673828 Penalty: 565.711182
	Iteration 12Q: 3 clusters Score -25725.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25725.673828 Penalty: 565.711182
	Iteration 13F: 3 clusters Score -25725.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -21462.156250 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -21462.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21043.847656 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -21043.85 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21137.535156 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -21137.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21167.220703 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -21167.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21191.355469 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -21191.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21203.310547 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -21203.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21211.001953 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -21211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21219.597656 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -21219.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21229.648438 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -21229.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21239.093750 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -21239.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21243.666016 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -21243.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21246.679688 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -21246.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21246.847656 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -21246.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21247.025391 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -21247.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21247.185547 Penalty: 541.033264
	Iteration 13Q: 3 clusters Score -21247.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21247.185547 Penalty: 541.033264
	Iteration 14F: 3 clusters Score -21247.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -13924.051758 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -13924.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13612.564453 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -13612.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13705.689453 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -13705.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13730.434570 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -13730.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13750.319336 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -13750.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13769.171875 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -13769.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13781.823242 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -13781.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13784.841797 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -13784.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13787.922852 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -13787.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13788.972656 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -13788.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13790.369141 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -13790.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13794.890625 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -13794.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13802.994141 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -13802.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13804.384766 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -13804.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13805.912109 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -13805.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13807.287109 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -13807.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13807.847656 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -13807.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13808.203125 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -13808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13808.782227 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -13808.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13808.782227 Penalty: 509.792816
	Iteration 18F: 3 clusters Score -13808.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -65641.117188 Penalty: 311.584229
	Iteration 0F: 2 clusters Score -65641.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64906.933594 Penalty: 623.168457
	Iteration 0F: 3 clusters Score -64906.93 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -65280.988281 Penalty: 623.168457
	Iteration 1F: 3 clusters Score -65280.99 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -65416.281250 Penalty: 623.168457
	Iteration 2F: 3 clusters Score -65416.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -65482.160156 Penalty: 623.168457
	Iteration 3F: 3 clusters Score -65482.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -65510.738281 Penalty: 623.168457
	Iteration 4Q: 3 clusters Score -65510.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -65522.820312 Penalty: 623.168457
	Iteration 5Q: 3 clusters Score -65522.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -65527.699219 Penalty: 623.168457
	Iteration 6Q: 3 clusters Score -65527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -65530.703125 Penalty: 623.168457
	Iteration 7Q: 3 clusters Score -65530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65532.972656 Penalty: 623.168457
	Iteration 8Q: 3 clusters Score -65532.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -65533.937500 Penalty: 623.168457
	Iteration 9Q: 3 clusters Score -65533.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -65534.187500 Penalty: 623.168457
	Iteration 10Q: 3 clusters Score -65534.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -65534.523438 Penalty: 623.168457
	Iteration 11Q: 3 clusters Score -65534.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -65534.859375 Penalty: 623.168457
	Iteration 12Q: 3 clusters Score -65534.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -65534.859375 Penalty: 623.168457
	Iteration 13F: 3 clusters Score -65534.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -6288.018555 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -6288.019 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 85 members 
Entering Unmasked Estep 
Score: -6050.876953 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -6050.877 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6169.169922 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -6169.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6207.773438 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -6207.773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6255.025879 Penalty: 468.949554
	Iteration 3F: 3 clusters Score -6255.026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6271.779785 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -6271.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6285.161621 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -6285.162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6300.727539 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -6300.728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6377.888672 Penalty: 468.949554
	Iteration 7F: 3 clusters Score -6377.889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6451.442871 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -6451.443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6625.908203 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -6625.908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6634.416504 Penalty: 468.949554
	Iteration 10Q: 3 clusters Score -6634.417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6641.144043 Penalty: 468.949554
	Iteration 11F: 3 clusters Score -6641.144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6689.183105 Penalty: 468.949554
	Iteration 12Q: 3 clusters Score -6689.183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6744.355957 Penalty: 468.949554
	Iteration 13Q: 3 clusters Score -6744.356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6745.635254 Penalty: 468.949554
	Iteration 14Q: 3 clusters Score -6745.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6745.635254 Penalty: 468.949554
	Iteration 15F: 3 clusters Score -6745.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 440 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Entering Unmasked Estep 
Score: -14143736.000000 Penalty: 64101.054688
Splitting cluster 79 changes total score from -14143585.000000 to -14143736.000000
So it's getting split into cluster 114.
Entering ConstructFrom: 
Trying to split cluster 80 (115488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Entering Unmasked Estep 
Score: -7153104.000000 Penalty: 530.389954
	Iteration 0F: 2 clusters Score -7153104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 57743 members 
Entering Unmasked Estep 
Score: -7080041.000000 Penalty: 1060.779907
	Iteration 0F: 3 clusters Score -7080041 nChanged 56650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -7114732.500000 Penalty: 1060.779907
	Iteration 1F: 3 clusters Score -7114732 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -7116424.000000 Penalty: 1060.779907
	Iteration 2Q: 3 clusters Score -7116424 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -7118730.000000 Penalty: 1060.779907
	Iteration 3Q: 3 clusters Score -7118730 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -7121952.500000 Penalty: 1060.779907
	Iteration 4F: 3 clusters Score -7121952 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -7126821.000000 Penalty: 1060.779907
	Iteration 5F: 3 clusters Score -7126821 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -7133384.500000 Penalty: 1060.779907
	Iteration 6F: 3 clusters Score -7133384 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -7139660.500000 Penalty: 1060.779907
	Iteration 7F: 3 clusters Score -7139660 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -7142980.000000 Penalty: 1060.779907
	Iteration 8Q: 3 clusters Score -7142980 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7144376.500000 Penalty: 1060.779907
	Iteration 9Q: 3 clusters Score -7144376 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -7145099.000000 Penalty: 1060.779907
	Iteration 10Q: 3 clusters Score -7145099 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -7145646.000000 Penalty: 1060.779907
	Iteration 11Q: 3 clusters Score -7145646 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -7146142.500000 Penalty: 1060.779907
	Iteration 12Q: 3 clusters Score -7146142 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -7146594.500000 Penalty: 1060.779907
	Iteration 13Q: 3 clusters Score -7146594 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -7146944.000000 Penalty: 1060.779907
	Iteration 14Q: 3 clusters Score -7146944 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -7147264.000000 Penalty: 1060.779907
	Iteration 15Q: 3 clusters Score -7147264 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -7147680.000000 Penalty: 1060.779907
	Iteration 16Q: 3 clusters Score -7147680 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -7148045.000000 Penalty: 1060.779907
	Iteration 17Q: 3 clusters Score -7148045 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -7148470.000000 Penalty: 1060.779907
	Iteration 18Q: 3 clusters Score -7148470 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -7148994.000000 Penalty: 1060.779907
	Iteration 19Q: 3 clusters Score -7148994 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -7149375.000000 Penalty: 1060.779907
	Iteration 20F: 3 clusters Score -7149375 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -7149886.000000 Penalty: 1060.779907
	Iteration 21Q: 3 clusters Score -7149886 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110101 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -7150367.000000 Penalty: 1060.779907
	Iteration 22Q: 3 clusters Score -7150367 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -7150691.000000 Penalty: 1060.779907
	Iteration 23Q: 3 clusters Score -7150691 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111713 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7151084.000000 Penalty: 1060.779907
	Iteration 24Q: 3 clusters Score -7151084 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7151314.500000 Penalty: 1060.779907
	Iteration 25Q: 3 clusters Score -7151314 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112920 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7151602.000000 Penalty: 1060.779907
	Iteration 26Q: 3 clusters Score -7151602 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113382 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -7151834.000000 Penalty: 1060.779907
	Iteration 27Q: 3 clusters Score -7151834 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113786 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7151967.500000 Penalty: 1060.779907
	Iteration 28Q: 3 clusters Score -7151968 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7152101.500000 Penalty: 1060.779907
	Iteration 29Q: 3 clusters Score -7152102 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7152307.000000 Penalty: 1060.779907
	Iteration 30Q: 3 clusters Score -7152307 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7152388.000000 Penalty: 1060.779907
	Iteration 31Q: 3 clusters Score -7152388 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7152461.000000 Penalty: 1060.779907
	Iteration 32Q: 3 clusters Score -7152461 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114826 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7152500.000000 Penalty: 1060.779907
	Iteration 33Q: 3 clusters Score -7152500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7152527.500000 Penalty: 1060.779907
	Iteration 34Q: 3 clusters Score -7152528 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7152564.500000 Penalty: 1060.779907
	Iteration 35Q: 3 clusters Score -7152564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7152582.000000 Penalty: 1060.779907
	Iteration 36Q: 3 clusters Score -7152582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7152612.000000 Penalty: 1060.779907
	Iteration 37Q: 3 clusters Score -7152612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7152619.500000 Penalty: 1060.779907
	Iteration 38Q: 3 clusters Score -7152620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7152618.500000 Penalty: 1060.779907
	Iteration 39Q: 3 clusters Score -7152618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7152630.000000 Penalty: 1060.779907
	Iteration 40F: 3 clusters Score -7152630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115104 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7152649.000000 Penalty: 1060.779907
	Iteration 41Q: 3 clusters Score -7152649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115115 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7152648.000000 Penalty: 1060.779907
	Iteration 42Q: 3 clusters Score -7152648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115127 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7152651.500000 Penalty: 1060.779907
	Iteration 43Q: 3 clusters Score -7152652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7152665.500000 Penalty: 1060.779907
	Iteration 44Q: 3 clusters Score -7152666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7152674.000000 Penalty: 1060.779907
	Iteration 45Q: 3 clusters Score -7152674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7152685.000000 Penalty: 1060.779907
	Iteration 46Q: 3 clusters Score -7152685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7152692.500000 Penalty: 1060.779907
	Iteration 47Q: 3 clusters Score -7152692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115176 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7152699.500000 Penalty: 1060.779907
	Iteration 48Q: 3 clusters Score -7152700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7152700.500000 Penalty: 1060.779907
	Iteration 49Q: 3 clusters Score -7152700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7152710.000000 Penalty: 1060.779907
	Iteration 50Q: 3 clusters Score -7152710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7152695.000000 Penalty: 1060.779907
	Iteration 51Q: 3 clusters Score -7152695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115198 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7152697.000000 Penalty: 1060.779907
	Iteration 52Q: 3 clusters Score -7152697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115199 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7152691.500000 Penalty: 1060.779907
	Iteration 53Q: 3 clusters Score -7152692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7152700.000000 Penalty: 1060.779907
	Iteration 54Q: 3 clusters Score -7152700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7152699.000000 Penalty: 1060.779907
	Iteration 55Q: 3 clusters Score -7152699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7152712.000000 Penalty: 1060.779907
	Iteration 56Q: 3 clusters Score -7152712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7152711.500000 Penalty: 1060.779907
	Iteration 57Q: 3 clusters Score -7152712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7152706.000000 Penalty: 1060.779907
	Iteration 58Q: 3 clusters Score -7152706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7152707.000000 Penalty: 1060.779907
	Iteration 59Q: 3 clusters Score -7152707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7152711.500000 Penalty: 1060.779907
	Iteration 60F: 3 clusters Score -7152712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7152713.500000 Penalty: 1060.779907
	Iteration 61Q: 3 clusters Score -7152714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7152713.500000 Penalty: 1060.779907
	Iteration 62F: 3 clusters Score -7152714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (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: -23927.160156 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -23927.16 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 184 members 
Entering Unmasked Estep 
Score: -23539.613281 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -23539.61 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23661.195312 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -23661.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23713.650391 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -23713.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23754.644531 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -23754.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23788.812500 Penalty: 534.873962
	Iteration 4F: 3 clusters Score -23788.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23812.595703 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -23812.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23837.431641 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -23837.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23857.882812 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -23857.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23868.375000 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -23868.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23870.378906 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -23870.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23872.507812 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -23872.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23873.675781 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -23873.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23875.121094 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -23875.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23877.302734 Penalty: 534.873962
	Iteration 13Q: 3 clusters Score -23877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23880.294922 Penalty: 534.873962
	Iteration 14Q: 3 clusters Score -23880.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23885.140625 Penalty: 534.873962
	Iteration 15Q: 3 clusters Score -23885.14 nChanged 3
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: -23892.271484 Penalty: 534.873962
	Iteration 16Q: 3 clusters Score -23892.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23903.736328 Penalty: 534.873962
	Iteration 17Q: 3 clusters Score -23903.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23914.556641 Penalty: 534.873962
	Iteration 18Q: 3 clusters Score -23914.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23922.207031 Penalty: 534.873962
	Iteration 19Q: 3 clusters Score -23922.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23928.476562 Penalty: 534.873962
	Iteration 20F: 3 clusters Score -23928.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23939.691406 Penalty: 534.873962
	Iteration 21Q: 3 clusters Score -23939.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23954.966797 Penalty: 534.873962
	Iteration 22Q: 3 clusters Score -23954.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23963.361328 Penalty: 534.873962
	Iteration 23Q: 3 clusters Score -23963.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23967.292969 Penalty: 534.873962
	Iteration 24Q: 3 clusters Score -23967.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23970.783203 Penalty: 534.873962
	Iteration 25Q: 3 clusters Score -23970.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23970.783203 Penalty: 534.873962
	Iteration 26F: 3 clusters Score -23970.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 157 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 440 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 200 members 
Entering Unmasked Estep 
Score: -14143492.000000 Penalty: 64663.343750
Splitting cluster 81 changes total score from -14143585.000000 to -14143492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 82 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -79573.742188 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -79573.74 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 612 members 
Entering Unmasked Estep 
Score: -78586.531250 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -78586.53 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78904.218750 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -78904.22 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78963.492188 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -78963.49 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79017.648438 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -79017.65 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79078.625000 Penalty: 651.848694
	Iteration 4F: 3 clusters Score -79078.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79130.546875 Penalty: 651.848694
	Iteration 5Q: 3 clusters Score -79130.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79168.445312 Penalty: 651.848694
	Iteration 6Q: 3 clusters Score -79168.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79195.101562 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -79195.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79221.742188 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -79221.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79240.429688 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -79240.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -79257.218750 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -79257.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -79267.382812 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -79267.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -79271.960938 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -79271.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -79274.320312 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -79274.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -79278.539062 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -79278.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -79285.515625 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -79285.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -79288.835938 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -79288.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -79290.789062 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -79290.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -79293.890625 Penalty: 651.848694
	Iteration 18Q: 3 clusters Score -79293.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -79295.960938 Penalty: 651.848694
	Iteration 19Q: 3 clusters Score -79295.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -79299.773438 Penalty: 651.848694
	Iteration 20F: 3 clusters Score -79299.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -79310.906250 Penalty: 651.848694
	Iteration 21Q: 3 clusters Score -79310.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -79311.867188 Penalty: 651.848694
	Iteration 22Q: 3 clusters Score -79311.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -79313.257812 Penalty: 651.848694
	Iteration 23Q: 3 clusters Score -79313.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -79315.109375 Penalty: 651.848694
	Iteration 24Q: 3 clusters Score -79315.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -79316.343750 Penalty: 651.848694
	Iteration 25Q: 3 clusters Score -79316.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -79316.343750 Penalty: 651.848694
	Iteration 26F: 3 clusters Score -79316.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -7378.135254 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -7378.135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7156.666992 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -7156.667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7193.731934 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -7193.732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7201.581055 Penalty: 434.900208
	Iteration 2Q: 3 clusters Score -7201.581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7208.093750 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -7208.094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7211.686523 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -7211.687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7211.948730 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -7211.949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7211.948730 Penalty: 434.900208
	Iteration 6F: 3 clusters Score -7211.949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -146584.828125 Penalty: 354.720642
	Iteration 0F: 2 clusters Score -146584.8 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 1204 members 
Entering Unmasked Estep 
Score: -144908.359375 Penalty: 709.441284
	Iteration 0F: 3 clusters Score -144908.4 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -145449.796875 Penalty: 709.441284
	Iteration 1F: 3 clusters Score -145449.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -145529.781250 Penalty: 709.441284
	Iteration 2F: 3 clusters Score -145529.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -145583.296875 Penalty: 709.441284
	Iteration 3F: 3 clusters Score -145583.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -145624.343750 Penalty: 709.441284
	Iteration 4Q: 3 clusters Score -145624.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -145667.453125 Penalty: 709.441284
	Iteration 5Q: 3 clusters Score -145667.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -145728.203125 Penalty: 709.441284
	Iteration 6Q: 3 clusters Score -145728.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -145790.140625 Penalty: 709.441284
	Iteration 7Q: 3 clusters Score -145790.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -145854.843750 Penalty: 709.441284
	Iteration 8Q: 3 clusters Score -145854.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -145933.281250 Penalty: 709.441284
	Iteration 9Q: 3 clusters Score -145933.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -146002.406250 Penalty: 709.441284
	Iteration 10Q: 3 clusters Score -146002.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -146065.171875 Penalty: 709.441284
	Iteration 11Q: 3 clusters Score -146065.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -146108.859375 Penalty: 709.441284
	Iteration 12Q: 3 clusters Score -146108.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -146138.734375 Penalty: 709.441284
	Iteration 13Q: 3 clusters Score -146138.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -146166.218750 Penalty: 709.441284
	Iteration 14Q: 3 clusters Score -146166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -146194.375000 Penalty: 709.441284
	Iteration 15Q: 3 clusters Score -146194.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -146212.140625 Penalty: 709.441284
	Iteration 16Q: 3 clusters Score -146212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -146218.765625 Penalty: 709.441284
	Iteration 17Q: 3 clusters Score -146218.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -146226.921875 Penalty: 709.441284
	Iteration 18Q: 3 clusters Score -146226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -146232.921875 Penalty: 709.441284
	Iteration 19Q: 3 clusters Score -146232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -146235.328125 Penalty: 709.441284
	Iteration 20F: 3 clusters Score -146235.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -146237.625000 Penalty: 709.441284
	Iteration 21Q: 3 clusters Score -146237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -146238.250000 Penalty: 709.441284
	Iteration 22Q: 3 clusters Score -146238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -146240.234375 Penalty: 709.441284
	Iteration 23Q: 3 clusters Score -146240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -146242.312500 Penalty: 709.441284
	Iteration 24Q: 3 clusters Score -146242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -146244.843750 Penalty: 709.441284
	Iteration 25Q: 3 clusters Score -146244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -146246.843750 Penalty: 709.441284
	Iteration 26Q: 3 clusters Score -146246.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -146248.734375 Penalty: 709.441284
	Iteration 27Q: 3 clusters Score -146248.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -146249.750000 Penalty: 709.441284
	Iteration 28Q: 3 clusters Score -146249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -146251.937500 Penalty: 709.441284
	Iteration 29Q: 3 clusters Score -146251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -146253.515625 Penalty: 709.441284
	Iteration 30Q: 3 clusters Score -146253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -146254.609375 Penalty: 709.441284
	Iteration 31Q: 3 clusters Score -146254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -146255.265625 Penalty: 709.441284
	Iteration 32Q: 3 clusters Score -146255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -146255.265625 Penalty: 709.441284
	Iteration 33F: 3 clusters Score -146255.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5652.436523 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5652.437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5434.768555 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5434.769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5490.476562 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5490.477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5505.832031 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5505.832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (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: -21737.191406 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -21737.19 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 168 members 
Entering Unmasked Estep 
Score: -21358.556641 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21358.56 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21453.833984 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -21453.83 nChanged 22
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: -21476.900391 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -21476.9 nChanged 11
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: -21487.259766 Penalty: 526.886414
	Iteration 3Q: 3 clusters Score -21487.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21496.093750 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -21496.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21502.798828 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -21502.8 nChanged 5
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: -21505.185547 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -21505.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21507.675781 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -21507.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21509.039062 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -21509.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21510.939453 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -21510.94 nChanged 4
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: -21515.767578 Penalty: 526.886414
	Iteration 10Q: 3 clusters Score -21515.77 nChanged 4
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: -21520.527344 Penalty: 526.886414
	Iteration 11Q: 3 clusters Score -21520.53 nChanged 7
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: -21525.791016 Penalty: 526.886414
	Iteration 12Q: 3 clusters Score -21525.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21527.527344 Penalty: 526.886414
	Iteration 13Q: 3 clusters Score -21527.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21529.093750 Penalty: 526.886414
	Iteration 14Q: 3 clusters Score -21529.09 nChanged 3
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: -21530.318359 Penalty: 526.886414
	Iteration 15Q: 3 clusters Score -21530.32 nChanged 1
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: -21531.357422 Penalty: 526.886414
	Iteration 16Q: 3 clusters Score -21531.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21531.927734 Penalty: 526.886414
	Iteration 17Q: 3 clusters Score -21531.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21535.009766 Penalty: 526.886414
	Iteration 18Q: 3 clusters Score -21535.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21541.650391 Penalty: 526.886414
	Iteration 19Q: 3 clusters Score -21541.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21560.371094 Penalty: 526.886414
	Iteration 20F: 3 clusters Score -21560.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21582.263672 Penalty: 526.886414
	Iteration 21Q: 3 clusters Score -21582.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21620.396484 Penalty: 526.886414
	Iteration 22Q: 3 clusters Score -21620.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21697.552734 Penalty: 526.886414
	Iteration 23Q: 3 clusters Score -21697.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21729.468750 Penalty: 526.886414
	Iteration 24Q: 3 clusters Score -21729.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21739.943359 Penalty: 526.886414
	Iteration 25Q: 3 clusters Score -21739.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21741.183594 Penalty: 526.886414
	Iteration 26Q: 3 clusters Score -21741.18 nChanged 3
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: -21744.531250 Penalty: 526.886414
	Iteration 27Q: 3 clusters Score -21744.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21749.365234 Penalty: 526.886414
	Iteration 28Q: 3 clusters Score -21749.37 nChanged 3
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: -21754.406250 Penalty: 526.886414
	Iteration 29Q: 3 clusters Score -21754.41 nChanged 2
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: -21755.574219 Penalty: 526.886414
	Iteration 30Q: 3 clusters Score -21755.57 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: -21755.574219 Penalty: 526.886414
	Iteration 31F: 3 clusters Score -21755.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 229 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 440 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 98 members 
Entering Unmasked Estep 
Score: -14143455.000000 Penalty: 64663.343750
Splitting cluster 86 changes total score from -14143585.000000 to -14143455.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 87 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -9337.908203 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -9337.908 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 84 members 
Entering Unmasked Estep 
Score: -9052.003906 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -9052.004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9107.795898 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -9107.796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9127.276367 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -9127.276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9141.774414 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -9141.774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9152.952148 Penalty: 472.052094
	Iteration 4Q: 3 clusters Score -9152.952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9163.340820 Penalty: 472.052094
	Iteration 5Q: 3 clusters Score -9163.341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9167.172852 Penalty: 472.052094
	Iteration 6Q: 3 clusters Score -9167.173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9169.495117 Penalty: 472.052094
	Iteration 7Q: 3 clusters Score -9169.495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9175.022461 Penalty: 472.052094
	Iteration 8Q: 3 clusters Score -9175.022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9176.041992 Penalty: 472.052094
	Iteration 9Q: 3 clusters Score -9176.042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9176.041992 Penalty: 472.052094
	Iteration 10F: 3 clusters Score -9176.042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -8160.817383 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -8160.817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7907.386719 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7907.387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8001.058594 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -8001.059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8018.966309 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -8018.966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8036.267090 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -8036.267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8047.322754 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -8047.323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8058.916992 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -8058.917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8071.744141 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -8071.744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8076.312500 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -8076.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8078.870117 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -8078.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8079.756348 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -8079.756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8079.756348 Penalty: 447.718262
	Iteration 10F: 3 clusters Score -8079.756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -47328.691406 Penalty: 297.616852
	Iteration 0F: 2 clusters Score -47328.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -46728.246094 Penalty: 595.233704
	Iteration 0F: 3 clusters Score -46728.25 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46920.730469 Penalty: 595.233704
	Iteration 1F: 3 clusters Score -46920.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -46971.960938 Penalty: 595.233704
	Iteration 2F: 3 clusters Score -46971.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -47013.609375 Penalty: 595.233704
	Iteration 3F: 3 clusters Score -47013.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -47079.878906 Penalty: 595.233704
	Iteration 4F: 3 clusters Score -47079.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -47130.394531 Penalty: 595.233704
	Iteration 5F: 3 clusters Score -47130.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -47214.835938 Penalty: 595.233704
	Iteration 6Q: 3 clusters Score -47214.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -47327.578125 Penalty: 595.233704
	Iteration 7Q: 3 clusters Score -47327.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -47362.695312 Penalty: 595.233704
	Iteration 8Q: 3 clusters Score -47362.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47385.183594 Penalty: 595.233704
	Iteration 9Q: 3 clusters Score -47385.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47394.542969 Penalty: 595.233704
	Iteration 10Q: 3 clusters Score -47394.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47403.437500 Penalty: 595.233704
	Iteration 11Q: 3 clusters Score -47403.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47409.242188 Penalty: 595.233704
	Iteration 12Q: 3 clusters Score -47409.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -47410.628906 Penalty: 595.233704
	Iteration 13Q: 3 clusters Score -47410.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47411.429688 Penalty: 595.233704
	Iteration 14Q: 3 clusters Score -47411.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47411.773438 Penalty: 595.233704
	Iteration 15Q: 3 clusters Score -47411.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47411.773438 Penalty: 595.233704
	Iteration 16F: 3 clusters Score -47411.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 223 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 440 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 470 members 
Entering Unmasked Estep 
Score: -14143546.000000 Penalty: 64663.343750
Splitting cluster 89 changes total score from -14143585.000000 to -14143546.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 90 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -32956.574219 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -32956.57 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 248 members 
Entering Unmasked Estep 
Score: -32445.044922 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -32445.04 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32596.607422 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -32596.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32641.248047 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -32641.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32666.875000 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -32666.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32703.677734 Penalty: 572.701172
	Iteration 4F: 3 clusters Score -32703.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32740.498047 Penalty: 572.701172
	Iteration 5F: 3 clusters Score -32740.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32761.388672 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -32761.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32790.046875 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -32790.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32815.734375 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -32815.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32843.324219 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -32843.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32857.402344 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -32857.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32865.113281 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -32865.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32868.882812 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -32868.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32872.785156 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -32872.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32875.906250 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -32875.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32883.363281 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -32883.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32890.625000 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -32890.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32895.988281 Penalty: 572.701172
	Iteration 17Q: 3 clusters Score -32895.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32897.410156 Penalty: 572.701172
	Iteration 18Q: 3 clusters Score -32897.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32897.410156 Penalty: 572.701172
	Iteration 19F: 3 clusters Score -32897.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -19914.851562 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -19914.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19466.664062 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -19466.66 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19632.976562 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -19632.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19854.513672 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -19854.51 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20028.064453 Penalty: 553.896484
	Iteration 3F: 3 clusters Score -20028.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20111.400391 Penalty: 553.896484
	Iteration 4F: 3 clusters Score -20111.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20162.232422 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -20162.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20216.875000 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -20216.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20274.720703 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -20274.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20291.601562 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -20291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20292.880859 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -20292.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20296.386719 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -20296.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20297.093750 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -20297.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20299.523438 Penalty: 553.896484
	Iteration 12Q: 3 clusters Score -20299.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20299.912109 Penalty: 553.896484
	Iteration 13Q: 3 clusters Score -20299.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20299.912109 Penalty: 553.896484
	Iteration 14F: 3 clusters Score -20299.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 286 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 154 members 
Entering Unmasked Estep 
Score: -14143834.000000 Penalty: 64663.343750
Splitting cluster 91 changes total score from -14143585.000000 to -14143834.000000
So it's getting split into cluster 115.
Entering ConstructFrom: 
Trying to split cluster 92 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -19813.964844 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -19813.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19359.732422 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -19359.73 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19492.562500 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -19492.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19520.722656 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -19520.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19533.373047 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -19533.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19539.787109 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -19539.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -19542.056641 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -19542.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19542.548828 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -19542.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19542.548828 Penalty: 553.896484
	Iteration 7F: 3 clusters Score -19542.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -9735.376953 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -9735.377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9469.989258 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -9469.989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9555.354492 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -9555.354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9579.039062 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -9579.039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9582.077148 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -9582.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9583.683594 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -9583.684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9583.683594 Penalty: 471.029633
	Iteration 5F: 3 clusters Score -9583.684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5195.669922 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5195.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4996.791504 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -4996.792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5049.288086 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5049.288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5053.984863 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5053.985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5053.984863 Penalty: 423.510376
	Iteration 3F: 3 clusters Score -5053.985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (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: -15497.794922 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -15497.79 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 154 members 
Entering Unmasked Estep 
Score: -15141.899414 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -15141.9 nChanged 87
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: -15212.100586 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -15212.1 nChanged 23
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: -15237.979492 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -15237.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15246.826172 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -15246.83 nChanged 3
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: -15250.319336 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -15250.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15251.765625 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -15251.77 nChanged 2
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: -15252.468750 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -15252.47 nChanged 0
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: -15252.468750 Penalty: 517.514771
	Iteration 7F: 3 clusters Score -15252.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -18866.562500 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -18866.56 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 137 members 
Entering Unmasked Estep 
Score: -18515.544922 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -18515.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18610.445312 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -18610.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18663.298828 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -18663.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18710.488281 Penalty: 516.895691
	Iteration 3F: 3 clusters Score -18710.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18735.957031 Penalty: 516.895691
	Iteration 4F: 3 clusters Score -18735.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18765.505859 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -18765.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18783.611328 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -18783.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18786.322266 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -18786.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18788.279297 Penalty: 516.895691
	Iteration 8Q: 3 clusters Score -18788.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18789.650391 Penalty: 516.895691
	Iteration 9Q: 3 clusters Score -18789.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18789.650391 Penalty: 516.895691
	Iteration 10F: 3 clusters Score -18789.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -27502.390625 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -27502.39 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 221 members 
Entering Unmasked Estep 
Score: -27054.003906 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -27054 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27197.380859 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -27197.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27229.091797 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -27229.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27249.345703 Penalty: 549.446228
	Iteration 3Q: 3 clusters Score -27249.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27266.019531 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -27266.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27285.195312 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -27285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27296.099609 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -27296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27303.792969 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -27303.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27313.179688 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -27313.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27319.212891 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -27319.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27325.441406 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -27325.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27328.406250 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -27328.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27330.644531 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -27330.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27333.455078 Penalty: 549.446228
	Iteration 13Q: 3 clusters Score -27333.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27334.828125 Penalty: 549.446228
	Iteration 14Q: 3 clusters Score -27334.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27335.330078 Penalty: 549.446228
	Iteration 15Q: 3 clusters Score -27335.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27336.068359 Penalty: 549.446228
	Iteration 16Q: 3 clusters Score -27336.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27337.347656 Penalty: 549.446228
	Iteration 17Q: 3 clusters Score -27337.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27340.498047 Penalty: 549.446228
	Iteration 18Q: 3 clusters Score -27340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27344.410156 Penalty: 549.446228
	Iteration 19Q: 3 clusters Score -27344.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27351.298828 Penalty: 549.446228
	Iteration 20F: 3 clusters Score -27351.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27355.359375 Penalty: 549.446228
	Iteration 21Q: 3 clusters Score -27355.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27357.281250 Penalty: 549.446228
	Iteration 22Q: 3 clusters Score -27357.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27362.158203 Penalty: 549.446228
	Iteration 23Q: 3 clusters Score -27362.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27366.679688 Penalty: 549.446228
	Iteration 24Q: 3 clusters Score -27366.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27367.966797 Penalty: 549.446228
	Iteration 25Q: 3 clusters Score -27367.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27369.197266 Penalty: 549.446228
	Iteration 26Q: 3 clusters Score -27369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27370.494141 Penalty: 549.446228
	Iteration 27Q: 3 clusters Score -27370.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27372.970703 Penalty: 549.446228
	Iteration 28Q: 3 clusters Score -27372.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27373.875000 Penalty: 549.446228
	Iteration 29Q: 3 clusters Score -27373.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27373.875000 Penalty: 549.446228
	Iteration 30F: 3 clusters Score -27373.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -2479.441895 Penalty: 201.602158
	Iteration 0F: 2 clusters Score -2479.442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2439.331543 Penalty: 403.204315
	Iteration 0F: 3 clusters Score -2439.332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2546.807129 Penalty: 403.204315
	Iteration 1F: 3 clusters Score -2546.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2596.198486 Penalty: 403.204315
	Iteration 2Q: 3 clusters Score -2596.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2596.198486 Penalty: 403.204315
	Iteration 3F: 3 clusters Score -2596.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 286 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 45 members 
Mstep: Class 99 contains 720 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 154 members 
Mstep: Class 116 contains 39 members 
Entering Unmasked Estep 
Score: -14143583.000000 Penalty: 65225.632812
Splitting cluster 98 changes total score from -14143585.000000 to -14143583.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 99 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -53095.238281 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -53095.24 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 355 members 
Entering Unmasked Estep 
Score: -52498.000000 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -52498 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52883.851562 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -52883.85 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53013.343750 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -53013.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -53104.007812 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -53104.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -53142.128906 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -53142.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -53153.488281 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -53153.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -53159.832031 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -53159.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53161.085938 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -53161.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53161.500000 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -53161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53161.824219 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -53161.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53162.703125 Penalty: 598.711853
	Iteration 10Q: 3 clusters Score -53162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -53163.890625 Penalty: 598.711853
	Iteration 11Q: 3 clusters Score -53163.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -53165.312500 Penalty: 598.711853
	Iteration 12Q: 3 clusters Score -53165.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53166.660156 Penalty: 598.711853
	Iteration 13Q: 3 clusters Score -53166.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -53172.453125 Penalty: 598.711853
	Iteration 14Q: 3 clusters Score -53172.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -53180.070312 Penalty: 598.711853
	Iteration 15Q: 3 clusters Score -53180.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -53189.167969 Penalty: 598.711853
	Iteration 16Q: 3 clusters Score -53189.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -53201.621094 Penalty: 598.711853
	Iteration 17Q: 3 clusters Score -53201.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53228.414062 Penalty: 598.711853
	Iteration 18Q: 3 clusters Score -53228.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -53297.039062 Penalty: 598.711853
	Iteration 19Q: 3 clusters Score -53297.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -53363.500000 Penalty: 598.711853
	Iteration 20F: 3 clusters Score -53363.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -53376.195312 Penalty: 598.711853
	Iteration 21Q: 3 clusters Score -53376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -53384.222656 Penalty: 598.711853
	Iteration 22Q: 3 clusters Score -53384.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -53389.578125 Penalty: 598.711853
	Iteration 23Q: 3 clusters Score -53389.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -53396.406250 Penalty: 598.711853
	Iteration 24Q: 3 clusters Score -53396.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -53422.871094 Penalty: 598.711853
	Iteration 25Q: 3 clusters Score -53422.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -53493.644531 Penalty: 598.711853
	Iteration 26Q: 3 clusters Score -53493.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53593.488281 Penalty: 598.711853
	Iteration 27Q: 3 clusters Score -53593.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -53602.582031 Penalty: 598.711853
	Iteration 28Q: 3 clusters Score -53602.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -53602.582031 Penalty: 598.711853
	Iteration 29F: 3 clusters Score -53602.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 286 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 203 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 178 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 154 members 
Mstep: Class 116 contains 517 members 
Entering Unmasked Estep 
Score: -14144075.000000 Penalty: 65225.632812
Splitting cluster 99 changes total score from -14143585.000000 to -14144075.000000
So it's getting split into cluster 116.
Entering ConstructFrom: 
Trying to split cluster 100 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -7045.700684 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -7045.701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6808.752930 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6808.753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6831.002930 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6831.003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6834.722168 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -6834.722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6836.104492 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6836.104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6836.104492 Penalty: 442.242920
	Iteration 4F: 3 clusters Score -6836.104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -6901.722168 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -6901.722 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 85 members 
Entering Unmasked Estep 
Score: -6651.159668 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -6651.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6787.340820 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -6787.341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6829.831055 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -6829.831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6875.591309 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -6875.591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6886.122559 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -6886.123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6916.033203 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -6916.033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6919.448242 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -6919.448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6919.448242 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -6919.448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 286 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 203 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 154 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 82 members 
Entering Unmasked Estep 
Score: -14143763.000000 Penalty: 65787.921875
Splitting cluster 101 changes total score from -14143585.000000 to -14143763.000000
So it's getting split into cluster 117.
Entering ConstructFrom: 
Trying to split cluster 102 (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: -91495.781250 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -91495.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -90609.929688 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -90609.93 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90849.523438 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -90849.52 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -90897.484375 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -90897.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90935.875000 Penalty: 636.113342
	Iteration 3Q: 3 clusters Score -90935.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90971.445312 Penalty: 636.113342
	Iteration 4Q: 3 clusters Score -90971.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90991.125000 Penalty: 636.113342
	Iteration 5Q: 3 clusters Score -90991.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91011.351562 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -91011.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91034.492188 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -91034.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91050.414062 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -91050.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91057.937500 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -91057.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91065.429688 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -91065.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91074.039062 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -91074.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -91081.554688 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -91081.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91088.281250 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -91088.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91095.148438 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -91095.15 nChanged 12
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: -91101.601562 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -91101.6 nChanged 12
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: -91108.320312 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -91108.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91122.507812 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -91122.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91130.648438 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -91130.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91133.492188 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -91133.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91134.468750 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -91134.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -91137.281250 Penalty: 636.113342
	Iteration 21Q: 3 clusters Score -91137.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91141.656250 Penalty: 636.113342
	Iteration 22Q: 3 clusters Score -91141.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91145.265625 Penalty: 636.113342
	Iteration 23Q: 3 clusters Score -91145.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91151.585938 Penalty: 636.113342
	Iteration 24Q: 3 clusters Score -91151.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91153.984375 Penalty: 636.113342
	Iteration 25Q: 3 clusters Score -91153.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91155.585938 Penalty: 636.113342
	Iteration 26Q: 3 clusters Score -91155.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91157.851562 Penalty: 636.113342
	Iteration 27Q: 3 clusters Score -91157.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -91158.890625 Penalty: 636.113342
	Iteration 28Q: 3 clusters Score -91158.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -91160.203125 Penalty: 636.113342
	Iteration 29Q: 3 clusters Score -91160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91160.882812 Penalty: 636.113342
	Iteration 30Q: 3 clusters Score -91160.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91160.882812 Penalty: 636.113342
	Iteration 31F: 3 clusters Score -91160.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (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: -35715.859375 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -35715.86 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 282 members 
Entering Unmasked Estep 
Score: -35201.789062 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -35201.79 nChanged 202
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: -35361.363281 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -35361.36 nChanged 72
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: -35487.382812 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -35487.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35642.738281 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -35642.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35734.023438 Penalty: 573.704834
	Iteration 4F: 3 clusters Score -35734.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35769.492188 Penalty: 573.704834
	Iteration 5F: 3 clusters Score -35769.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35784.050781 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -35784.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35786.257812 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -35786.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35789.929688 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -35789.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35793.179688 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -35793.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35799.304688 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -35799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35806.972656 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -35806.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35808.496094 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -35808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35808.496094 Penalty: 573.704834
	Iteration 13F: 3 clusters Score -35808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 286 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 203 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 358 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 154 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 82 members 
Mstep: Class 118 contains 189 members 
Entering Unmasked Estep 
Score: -14143574.000000 Penalty: 66350.210938
Splitting cluster 103 changes total score from -14143585.000000 to -14143574.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 104 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -2194.661865 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -2194.662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2187.501465 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -2187.501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -2296.155518 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -2296.156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 12 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 8817.882812 Penalty: 193.306534
	Iteration 2Q: 2 clusters Score 8817.883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -2194.661865 Penalty: 193.306534
	Iteration 3F: 2 clusters Score -2194.662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3049.705078 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3049.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2901.460449 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -2901.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2936.662109 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -2936.662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2940.871826 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -2940.872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2943.463379 Penalty: 379.869263
	Iteration 3Q: 3 clusters Score -2943.463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2948.169678 Penalty: 379.869263
	Iteration 4Q: 3 clusters Score -2948.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2948.169678 Penalty: 379.869263
	Iteration 5F: 3 clusters Score -2948.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -8050.456055 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -8050.456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7757.923828 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -7757.924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7836.396973 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -7836.397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7861.694336 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -7861.694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7867.854004 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -7867.854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7870.677246 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -7870.677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7870.677246 Penalty: 490.820129
	Iteration 5F: 3 clusters Score -7870.677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (55 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Entering Unmasked Estep 
Score: -2590.256836 Penalty: 182.333664
	Iteration 0F: 2 clusters Score -2590.257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2455.020508 Penalty: 364.667328
	Iteration 0F: 3 clusters Score -2455.021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2491.886719 Penalty: 364.667328
	Iteration 1F: 3 clusters Score -2491.887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2503.843262 Penalty: 364.667328
	Iteration 2Q: 3 clusters Score -2503.843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2503.843262 Penalty: 364.667328
	Iteration 3F: 3 clusters Score -2503.843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 108 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -5049.657715 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -5049.658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4878.963379 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4878.963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4911.318848 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4911.319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4921.211426 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4921.211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4929.093262 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4929.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4936.184082 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -4936.184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4938.545410 Penalty: 399.894867
	Iteration 5Q: 3 clusters Score -4938.545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4942.769531 Penalty: 399.894867
	Iteration 6Q: 3 clusters Score -4942.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4942.769531 Penalty: 399.894867
	Iteration 7F: 3 clusters Score -4942.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2362.177246 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2362.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2377.601807 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2377.602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -2415.769531 Penalty: 346.406281
	Iteration 1F: 3 clusters Score -2415.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -2438.307861 Penalty: 346.406281
	Iteration 2Q: 3 clusters Score -2438.308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -2438.307861 Penalty: 346.406281
	Iteration 3F: 3 clusters Score -2438.308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 286 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 203 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 31 members 
Mstep: Class 110 contains 53 members 
Mstep: Class 111 contains 256 members 
Mstep: Class 112 contains 166 members 
Mstep: Class 113 contains 95 members 
Mstep: Class 114 contains 65 members 
Mstep: Class 115 contains 154 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 82 members 
Mstep: Class 118 contains 14 members 
Entering Unmasked Estep 
Score: -14143450.000000 Penalty: 66350.210938
Splitting cluster 109 changes total score from -14143585.000000 to -14143450.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 110 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -1307.763916 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -1307.764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1217.589478 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -1217.589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1281.623047 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -1281.623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1289.855347 Penalty: 361.296570
	Iteration 2F: 3 clusters Score -1289.855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1291.251343 Penalty: 361.296570
	Iteration 3Q: 3 clusters Score -1291.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -1291.251343 Penalty: 361.296570
	Iteration 4F: 3 clusters Score -1291.251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 91 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 163 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22643 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 586 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 82 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 581 members 
Mstep: Class 39 contains 8780 members 
Mstep: Class 40 contains 100 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1690 members 
Mstep: Class 50 contains 16708 members 
Mstep: Class 51 contains 349 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 850 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 118 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 102 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 701 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1424 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 175 members 
Mstep: Class 74 contains 1883 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 942 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115488 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1291 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2431 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 179 members 
Mstep: Class 88 contains 137 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 286 members 
Mstep: Class 92 contains 440 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 84 members 
Mstep: Class 99 contains 203 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 1086 members 
Mstep: Class 103 contains 547 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 55 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 53 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14144008.000000 Penalty: 65787.921875
Iteration 159Q: 118 clusters Score -1.414401e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1004 members 
Mstep: Class 14 contains 166 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2432 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 122 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 98 members 
Mstep: Class 28 contains 3187 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22619 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 585 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 8764 members 
Mstep: Class 40 contains 103 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 118 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 601 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1701 members 
Mstep: Class 50 contains 16703 members 
Mstep: Class 51 contains 352 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 116 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 833 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 130 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 140 members 
Mstep: Class 62 contains 109 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 100 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 683 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1410 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1877 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 382 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 916 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115516 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1477 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2410 members 
Mstep: Class 85 contains 113 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 138 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 451 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 106 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 293 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 83 members 
Mstep: Class 99 contains 213 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 1110 members 
Mstep: Class 103 contains 557 members 
Mstep: Class 104 contains 70 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 224 members 
Mstep: Class 107 contains 54 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 55 members 
Mstep: Class 111 contains 255 members 
Mstep: Class 112 contains 162 members 
Mstep: Class 113 contains 91 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 153 members 
Mstep: Class 116 contains 512 members 
Mstep: Class 117 contains 81 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14144469.000000 Penalty: 65787.921875
Iteration 160F: 118 clusters Score -1.414447e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 758 members 
Mstep: Class 8 contains 19944 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1005 members 
Mstep: Class 14 contains 167 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 537 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 100 members 
Mstep: Class 28 contains 3189 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22584 members 
Mstep: Class 31 contains 282 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 818 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 973 members 
Mstep: Class 38 contains 585 members 
Mstep: Class 39 contains 8747 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 125 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 596 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1711 members 
Mstep: Class 50 contains 16697 members 
Mstep: Class 51 contains 352 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 116 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 826 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 140 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 135 members 
Mstep: Class 62 contains 101 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 673 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1402 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1868 members 
Mstep: Class 75 contains 497 members 
Mstep: Class 76 contains 384 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 899 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115515 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1650 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2387 members 
Mstep: Class 85 contains 110 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 169 members 
Mstep: Class 88 contains 139 members 
Mstep: Class 89 contains 693 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 462 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 105 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 82 members 
Mstep: Class 99 contains 221 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 97 members 
Mstep: Class 102 contains 1127 members 
Mstep: Class 103 contains 565 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 227 members 
Mstep: Class 107 contains 54 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 59 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 183 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 158 members 
Mstep: Class 116 contains 518 members 
Mstep: Class 117 contains 82 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14144856.000000 Penalty: 65787.921875
Iteration 161Q: 118 clusters Score -1.414486e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 19856 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 169 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 690 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 119 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 101 members 
Mstep: Class 28 contains 3191 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22547 members 
Mstep: Class 31 contains 279 members 
Mstep: Class 32 contains 583 members 
Mstep: Class 33 contains 817 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 973 members 
Mstep: Class 38 contains 586 members 
Mstep: Class 39 contains 8731 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 593 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1719 members 
Mstep: Class 50 contains 16691 members 
Mstep: Class 51 contains 353 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 117 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 270 members 
Mstep: Class 56 contains 823 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 148 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 134 members 
Mstep: Class 62 contains 100 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 92 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 671 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1864 members 
Mstep: Class 75 contains 494 members 
Mstep: Class 76 contains 383 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 896 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115482 members 
Mstep: Class 81 contains 357 members 
Mstep: Class 82 contains 1814 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2371 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 168 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 694 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 104 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 82 members 
Mstep: Class 99 contains 222 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 1144 members 
Mstep: Class 103 contains 564 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 226 members 
Mstep: Class 107 contains 53 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 59 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 198 members 
Mstep: Class 113 contains 87 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 159 members 
Mstep: Class 116 contains 519 members 
Mstep: Class 117 contains 83 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145095.000000 Penalty: 65787.921875
Iteration 162Q: 118 clusters Score -1.41451e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 19791 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1286 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 169 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 536 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22518 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 582 members 
Mstep: Class 33 contains 816 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8723 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 131 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 593 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1723 members 
Mstep: Class 50 contains 16680 members 
Mstep: Class 51 contains 354 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 119 members 
Mstep: Class 54 contains 115 members 
Mstep: Class 55 contains 268 members 
Mstep: Class 56 contains 829 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 154 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 132 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 91 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 669 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1389 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1863 members 
Mstep: Class 75 contains 492 members 
Mstep: Class 76 contains 384 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 890 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115443 members 
Mstep: Class 81 contains 355 members 
Mstep: Class 82 contains 1939 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2357 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 167 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 694 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 474 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 104 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 295 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 81 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 97 members 
Mstep: Class 102 contains 1161 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 224 members 
Mstep: Class 107 contains 51 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 59 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 207 members 
Mstep: Class 113 contains 87 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 518 members 
Mstep: Class 117 contains 87 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145206.000000 Penalty: 65787.921875
Iteration 163Q: 118 clusters Score -1.414521e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 19753 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1271 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 170 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 536 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 123 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3198 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22505 members 
Mstep: Class 31 contains 282 members 
Mstep: Class 32 contains 582 members 
Mstep: Class 33 contains 816 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8720 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 592 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1727 members 
Mstep: Class 50 contains 16672 members 
Mstep: Class 51 contains 355 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 120 members 
Mstep: Class 54 contains 114 members 
Mstep: Class 55 contains 266 members 
Mstep: Class 56 contains 828 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 131 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 91 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 664 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1390 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1861 members 
Mstep: Class 75 contains 491 members 
Mstep: Class 76 contains 386 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 883 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115407 members 
Mstep: Class 81 contains 353 members 
Mstep: Class 82 contains 2032 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2346 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 166 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 694 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 475 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 103 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 81 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 95 members 
Mstep: Class 102 contains 1180 members 
Mstep: Class 103 contains 562 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 223 members 
Mstep: Class 107 contains 50 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 59 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 209 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 518 members 
Mstep: Class 117 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145308.000000 Penalty: 65787.921875
Iteration 164Q: 118 clusters Score -1.414531e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 19721 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 171 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 536 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 104 members 
Mstep: Class 28 contains 3207 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22504 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 581 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 972 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8715 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1729 members 
Mstep: Class 50 contains 16667 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 121 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 827 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 131 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 92 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 661 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1388 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1857 members 
Mstep: Class 75 contains 489 members 
Mstep: Class 76 contains 387 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 881 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115356 members 
Mstep: Class 81 contains 351 members 
Mstep: Class 82 contains 2119 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2332 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 167 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 477 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 102 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 93 members 
Mstep: Class 102 contains 1191 members 
Mstep: Class 103 contains 560 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 222 members 
Mstep: Class 107 contains 49 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 59 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 213 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 518 members 
Mstep: Class 117 contains 91 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145366.000000 Penalty: 65787.921875
Iteration 165Q: 118 clusters Score -1.414537e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 819 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1257 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1007 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22502 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 580 members 
Mstep: Class 33 contains 814 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8709 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1732 members 
Mstep: Class 50 contains 16661 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 122 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 829 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 131 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 661 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1854 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 388 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 880 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115293 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2204 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2320 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 168 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 477 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 102 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 92 members 
Mstep: Class 102 contains 1201 members 
Mstep: Class 103 contains 560 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 48 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 216 members 
Mstep: Class 113 contains 87 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 93 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145487.000000 Penalty: 65787.921875
Iteration 166Q: 118 clusters Score -1.414549e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 19678 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1255 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 364 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3222 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22494 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8704 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1736 members 
Mstep: Class 50 contains 16655 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 124 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 828 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 661 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1851 members 
Mstep: Class 75 contains 491 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 878 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115250 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2280 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2310 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 170 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 477 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 100 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 95 members 
Mstep: Class 102 contains 1209 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 45 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 222 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 93 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145527.000000 Penalty: 65787.921875
Iteration 167Q: 118 clusters Score -1.414553e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 19668 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 534 members 
Mstep: Class 24 contains 365 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3230 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22486 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8698 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1736 members 
Mstep: Class 50 contains 16652 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 127 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 828 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 661 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1846 members 
Mstep: Class 75 contains 491 members 
Mstep: Class 76 contains 388 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 877 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115212 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2336 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2306 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 172 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 99 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 1217 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 42 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 228 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 93 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145595.000000 Penalty: 65787.921875
Iteration 168Q: 118 clusters Score -1.41456e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19657 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 534 members 
Mstep: Class 24 contains 364 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3239 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22482 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8694 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1734 members 
Mstep: Class 50 contains 16644 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 132 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 830 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 660 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1845 members 
Mstep: Class 75 contains 489 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115183 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2379 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2300 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 96 members 
Mstep: Class 102 contains 1231 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 232 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145640.000000 Penalty: 65787.921875
Iteration 169Q: 118 clusters Score -1.414564e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19652 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 534 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3249 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22478 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1734 members 
Mstep: Class 50 contains 16632 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 134 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 831 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 659 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1390 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1843 members 
Mstep: Class 75 contains 487 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115153 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2421 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2292 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 98 members 
Mstep: Class 102 contains 1246 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 233 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145670.000000 Penalty: 65787.921875
Iteration 170Q: 118 clusters Score -1.414567e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19647 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 361 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22478 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8688 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1733 members 
Mstep: Class 50 contains 16622 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 136 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 830 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 659 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1388 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1842 members 
Mstep: Class 75 contains 485 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115123 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2449 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2284 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1259 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 236 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145709.000000 Penalty: 65787.921875
Iteration 171Q: 118 clusters Score -1.414571e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19646 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3275 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22479 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8688 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1734 members 
Mstep: Class 50 contains 16616 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 137 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 828 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 659 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1388 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1840 members 
Mstep: Class 75 contains 484 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115100 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2470 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2279 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1266 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145737.000000 Penalty: 65787.921875
Iteration 172Q: 118 clusters Score -1.414574e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19644 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22476 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 971 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8686 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1734 members 
Mstep: Class 50 contains 16614 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 828 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 659 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1388 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1840 members 
Mstep: Class 75 contains 483 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115081 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2489 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2279 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1269 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145725.000000 Penalty: 65787.921875
Iteration 173Q: 118 clusters Score -1.414572e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19637 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3290 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22461 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 970 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8685 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1736 members 
Mstep: Class 50 contains 16613 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 826 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 658 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1389 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1840 members 
Mstep: Class 75 contains 483 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115076 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2510 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2279 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1270 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145743.000000 Penalty: 65787.921875
Iteration 174Q: 118 clusters Score -1.414574e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19632 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3297 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22451 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8682 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1739 members 
Mstep: Class 50 contains 16613 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 821 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 656 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1390 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1841 members 
Mstep: Class 75 contains 483 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115070 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2532 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2275 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1272 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145750.000000 Penalty: 65787.921875
Iteration 175Q: 118 clusters Score -1.414575e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19619 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3305 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22449 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8678 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16613 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 821 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 654 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1842 members 
Mstep: Class 75 contains 483 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115062 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2552 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2273 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1273 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145742.000000 Penalty: 65787.921875
Iteration 176Q: 118 clusters Score -1.414574e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19609 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3310 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22444 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8678 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16613 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 821 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1842 members 
Mstep: Class 75 contains 483 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115058 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2571 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2267 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1275 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145759.000000 Penalty: 65787.921875
Iteration 177Q: 118 clusters Score -1.414576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19602 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3311 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22440 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8678 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16612 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 820 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1840 members 
Mstep: Class 75 contains 483 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115058 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2586 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2266 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1277 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145780.000000 Penalty: 65787.921875
Iteration 178Q: 118 clusters Score -1.414578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19600 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3313 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22438 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8678 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16611 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 820 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1840 members 
Mstep: Class 75 contains 483 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115055 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2591 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2267 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1280 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145762.000000 Penalty: 65787.921875
Iteration 179Q: 118 clusters Score -1.414576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19598 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3316 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22437 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8678 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16608 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 820 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 95 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1838 members 
Mstep: Class 75 contains 483 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115047 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2601 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2267 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 478 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1283 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 39 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 58 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 94 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145804.000000 Penalty: 65787.921875
Iteration 180F: 118 clusters Score -1.41458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19595 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3316 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22436 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8679 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16607 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 138 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 820 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 161 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 482 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115045 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2607 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2267 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 475 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1283 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 69 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 40 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 59 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145867.000000 Penalty: 65787.921875
Iteration 181Q: 118 clusters Score -1.414587e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19595 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3316 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22436 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8677 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 356 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 139 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 820 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 164 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 479 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115042 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2613 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2266 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 471 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1286 members 
Mstep: Class 103 contains 561 members 
Mstep: Class 104 contains 68 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 222 members 
Mstep: Class 107 contains 42 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 60 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14145940.000000 Penalty: 65787.921875
Iteration 182Q: 118 clusters Score -1.414594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19593 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3316 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22435 members 
Mstep: Class 31 contains 285 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8676 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 142 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 169 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 475 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115034 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2626 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2266 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1287 members 
Mstep: Class 103 contains 559 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 223 members 
Mstep: Class 107 contains 43 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146060.000000 Penalty: 65787.921875
Iteration 183Q: 118 clusters Score -1.414606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 171 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3317 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22431 members 
Mstep: Class 31 contains 284 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8675 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 147 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 817 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 172 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1391 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 469 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 876 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115027 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2640 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 557 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 223 members 
Mstep: Class 107 contains 45 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146077.000000 Penalty: 65787.921875
Iteration 184Q: 118 clusters Score -1.414608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 171 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 103 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22426 members 
Mstep: Class 31 contains 283 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8676 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 149 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 173 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 466 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 875 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115025 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2644 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 556 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 223 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146105.000000 Penalty: 65787.921875
Iteration 185Q: 118 clusters Score -1.41461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 171 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 124 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 102 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22419 members 
Mstep: Class 31 contains 282 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8676 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 150 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 466 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 875 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115030 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2644 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 140 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 296 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 555 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 222 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146123.000000 Penalty: 65787.921875
Iteration 186Q: 118 clusters Score -1.414612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 172 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 101 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22411 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8675 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 180 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 465 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 875 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115037 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2646 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 295 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 552 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 222 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146148.000000 Penalty: 65787.921875
Iteration 187Q: 118 clusters Score -1.414615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 175 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 99 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22403 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 180 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 464 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 875 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115045 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2647 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 295 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 222 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146157.000000 Penalty: 65787.921875
Iteration 188Q: 118 clusters Score -1.414616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 127 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 97 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22387 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 180 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 463 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 874 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115063 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2645 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 552 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 222 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146162.000000 Penalty: 65787.921875
Iteration 189Q: 118 clusters Score -1.414616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19593 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 180 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22366 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 181 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 462 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 873 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115086 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2644 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 553 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 222 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146162.000000 Penalty: 65787.921875
Iteration 190Q: 118 clusters Score -1.414616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19593 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3317 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22348 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 357 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 182 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 461 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 873 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115106 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 553 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 221 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146150.000000 Penalty: 65787.921875
Iteration 191Q: 118 clusters Score -1.414615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19593 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22335 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 183 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 873 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115119 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 552 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146160.000000 Penalty: 65787.921875
Iteration 192Q: 118 clusters Score -1.414616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3319 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22323 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115129 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146165.000000 Penalty: 65787.921875
Iteration 193Q: 118 clusters Score -1.414616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3320 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22313 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115138 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146174.000000 Penalty: 65787.921875
Iteration 194Q: 118 clusters Score -1.414617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3321 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22305 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115145 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146158.000000 Penalty: 65787.921875
Iteration 195Q: 118 clusters Score -1.414616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19595 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3323 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22296 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115151 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146156.000000 Penalty: 65787.921875
Iteration 196Q: 118 clusters Score -1.414616e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19595 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3324 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22286 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115160 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146158.000000 Penalty: 65787.921875
Iteration 197Q: 118 clusters Score -1.414616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19595 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3325 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22282 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115163 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146141.000000 Penalty: 65787.921875
Iteration 198Q: 118 clusters Score -1.414614e+07 nChanged 8
Entering ConstructFrom: 
Score: -14146141.000000 Penalty: 65787.921875
Entering ConstructFrom: 
Trying to split cluster 1 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -38299.988281 Penalty: 292.625580
	Iteration 0F: 2 clusters Score -38299.99 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 322 members 
Entering Unmasked Estep 
Score: -37735.171875 Penalty: 585.251160
	Iteration 0F: 3 clusters Score -37735.17 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37920.628906 Penalty: 585.251160
	Iteration 1F: 3 clusters Score -37920.63 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37978.109375 Penalty: 585.251160
	Iteration 2F: 3 clusters Score -37978.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -38022.132812 Penalty: 585.251160
	Iteration 3F: 3 clusters Score -38022.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38070.539062 Penalty: 585.251160
	Iteration 4F: 3 clusters Score -38070.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -38099.585938 Penalty: 585.251160
	Iteration 5Q: 3 clusters Score -38099.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38122.214844 Penalty: 585.251160
	Iteration 6Q: 3 clusters Score -38122.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38151.011719 Penalty: 585.251160
	Iteration 7Q: 3 clusters Score -38151.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -38161.191406 Penalty: 585.251160
	Iteration 8Q: 3 clusters Score -38161.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -38175.234375 Penalty: 585.251160
	Iteration 9Q: 3 clusters Score -38175.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -38189.250000 Penalty: 585.251160
	Iteration 10Q: 3 clusters Score -38189.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38198.156250 Penalty: 585.251160
	Iteration 11Q: 3 clusters Score -38198.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38201.867188 Penalty: 585.251160
	Iteration 12Q: 3 clusters Score -38201.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38202.394531 Penalty: 585.251160
	Iteration 13Q: 3 clusters Score -38202.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38202.484375 Penalty: 585.251160
	Iteration 14Q: 3 clusters Score -38202.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38202.484375 Penalty: 585.251160
	Iteration 15F: 3 clusters Score -38202.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -10270.572266 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -10270.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10024.254883 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -10024.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10072.804688 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -10072.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10083.106445 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -10083.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10086.094727 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -10086.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10090.748047 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -10090.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10095.169922 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -10095.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10106.925781 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -10106.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10115.993164 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -10115.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10121.794922 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -10121.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10124.823242 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -10124.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10124.823242 Penalty: 459.536926
	Iteration 10F: 3 clusters Score -10124.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5366.028809 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5366.029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5165.854004 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5165.854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5219.308105 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5219.308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5235.703125 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5235.703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5242.035645 Penalty: 423.510376
	Iteration 3Q: 3 clusters Score -5242.036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5243.724609 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -5243.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5247.459473 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -5247.459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5247.459473 Penalty: 423.510376
	Iteration 6F: 3 clusters Score -5247.459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -56746.769531 Penalty: 316.522827
	Iteration 0F: 2 clusters Score -56746.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -55912.554688 Penalty: 633.045654
	Iteration 0F: 3 clusters Score -55912.55 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -56158.984375 Penalty: 633.045654
	Iteration 1F: 3 clusters Score -56158.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -56213.933594 Penalty: 633.045654
	Iteration 2F: 3 clusters Score -56213.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -56260.164062 Penalty: 633.045654
	Iteration 3F: 3 clusters Score -56260.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -56293.863281 Penalty: 633.045654
	Iteration 4Q: 3 clusters Score -56293.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56306.578125 Penalty: 633.045654
	Iteration 5Q: 3 clusters Score -56306.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56313.320312 Penalty: 633.045654
	Iteration 6Q: 3 clusters Score -56313.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56320.394531 Penalty: 633.045654
	Iteration 7Q: 3 clusters Score -56320.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56331.765625 Penalty: 633.045654
	Iteration 8Q: 3 clusters Score -56331.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56345.812500 Penalty: 633.045654
	Iteration 9Q: 3 clusters Score -56345.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56356.417969 Penalty: 633.045654
	Iteration 10Q: 3 clusters Score -56356.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56367.570312 Penalty: 633.045654
	Iteration 11Q: 3 clusters Score -56367.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56379.382812 Penalty: 633.045654
	Iteration 12Q: 3 clusters Score -56379.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56387.230469 Penalty: 633.045654
	Iteration 13Q: 3 clusters Score -56387.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56394.546875 Penalty: 633.045654
	Iteration 14Q: 3 clusters Score -56394.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56406.519531 Penalty: 633.045654
	Iteration 15Q: 3 clusters Score -56406.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56420.148438 Penalty: 633.045654
	Iteration 16Q: 3 clusters Score -56420.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56445.648438 Penalty: 633.045654
	Iteration 17Q: 3 clusters Score -56445.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -56474.417969 Penalty: 633.045654
	Iteration 18Q: 3 clusters Score -56474.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -56497.652344 Penalty: 633.045654
	Iteration 19Q: 3 clusters Score -56497.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -56513.746094 Penalty: 633.045654
	Iteration 20F: 3 clusters Score -56513.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -56527.265625 Penalty: 633.045654
	Iteration 21Q: 3 clusters Score -56527.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -56534.906250 Penalty: 633.045654
	Iteration 22Q: 3 clusters Score -56534.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -56540.917969 Penalty: 633.045654
	Iteration 23Q: 3 clusters Score -56540.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -56543.054688 Penalty: 633.045654
	Iteration 24Q: 3 clusters Score -56543.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -56543.199219 Penalty: 633.045654
	Iteration 25Q: 3 clusters Score -56543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -56543.199219 Penalty: 633.045654
	Iteration 26F: 3 clusters Score -56543.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -26058.378906 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -26058.38 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 167 members 
Entering Unmasked Estep 
Score: -25679.041016 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -25679.04 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -25851.232422 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -25851.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25886.087891 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -25886.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25909.630859 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -25909.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25929.611328 Penalty: 531.498352
	Iteration 4F: 3 clusters Score -25929.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25934.515625 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -25934.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25939.449219 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -25939.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25944.166016 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -25944.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25947.615234 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -25947.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25951.714844 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -25951.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25953.816406 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -25953.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25953.816406 Penalty: 531.498352
	Iteration 11F: 3 clusters Score -25953.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -2426.791016 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -2426.791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2278.257568 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -2278.258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2282.189941 Penalty: 348.406372
	Iteration 1Q: 3 clusters Score -2282.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2294.545654 Penalty: 348.406372
	Iteration 2Q: 3 clusters Score -2294.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2297.384766 Penalty: 348.406372
	Iteration 3Q: 3 clusters Score -2297.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2297.384766 Penalty: 348.406372
	Iteration 4F: 3 clusters Score -2297.385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -61897.347656 Penalty: 305.494751
	Iteration 0F: 2 clusters Score -61897.35 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 426 members 
Entering Unmasked Estep 
Score: -61211.140625 Penalty: 610.989502
	Iteration 0F: 3 clusters Score -61211.14 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -61476.484375 Penalty: 610.989502
	Iteration 1F: 3 clusters Score -61476.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61535.878906 Penalty: 610.989502
	Iteration 2F: 3 clusters Score -61535.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -61569.980469 Penalty: 610.989502
	Iteration 3F: 3 clusters Score -61569.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61598.523438 Penalty: 610.989502
	Iteration 4Q: 3 clusters Score -61598.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -61612.542969 Penalty: 610.989502
	Iteration 5Q: 3 clusters Score -61612.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -61619.191406 Penalty: 610.989502
	Iteration 6Q: 3 clusters Score -61619.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -61626.156250 Penalty: 610.989502
	Iteration 7Q: 3 clusters Score -61626.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -61628.453125 Penalty: 610.989502
	Iteration 8Q: 3 clusters Score -61628.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -61630.335938 Penalty: 610.989502
	Iteration 9Q: 3 clusters Score -61630.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61633.218750 Penalty: 610.989502
	Iteration 10Q: 3 clusters Score -61633.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -61634.398438 Penalty: 610.989502
	Iteration 11Q: 3 clusters Score -61634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -61635.605469 Penalty: 610.989502
	Iteration 12Q: 3 clusters Score -61635.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -61637.128906 Penalty: 610.989502
	Iteration 13Q: 3 clusters Score -61637.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -61637.449219 Penalty: 610.989502
	Iteration 14Q: 3 clusters Score -61637.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -61637.449219 Penalty: 610.989502
	Iteration 15F: 3 clusters Score -61637.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Entering Unmasked Estep 
Score: -1174024.375000 Penalty: 449.680176
	Iteration 0F: 2 clusters Score -1174024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1160986.250000 Penalty: 899.360352
	Iteration 0F: 3 clusters Score -1160986 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1167091.000000 Penalty: 899.360352
	Iteration 1F: 3 clusters Score -1167091 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1168059.250000 Penalty: 899.360352
	Iteration 2F: 3 clusters Score -1168059 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1169360.125000 Penalty: 899.360352
	Iteration 3F: 3 clusters Score -1169360 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1170670.750000 Penalty: 899.360352
	Iteration 4F: 3 clusters Score -1170671 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1171645.125000 Penalty: 899.360352
	Iteration 5F: 3 clusters Score -1171645 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1172228.125000 Penalty: 899.360352
	Iteration 6Q: 3 clusters Score -1172228 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1172616.250000 Penalty: 899.360352
	Iteration 7Q: 3 clusters Score -1172616 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1172855.250000 Penalty: 899.360352
	Iteration 8Q: 3 clusters Score -1172855 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1173029.125000 Penalty: 899.360352
	Iteration 9Q: 3 clusters Score -1173029 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1173183.000000 Penalty: 899.360352
	Iteration 10Q: 3 clusters Score -1173183 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1173292.500000 Penalty: 899.360352
	Iteration 11Q: 3 clusters Score -1173292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1173381.625000 Penalty: 899.360352
	Iteration 12Q: 3 clusters Score -1173382 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1173457.500000 Penalty: 899.360352
	Iteration 13Q: 3 clusters Score -1173458 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1173525.125000 Penalty: 899.360352
	Iteration 14Q: 3 clusters Score -1173525 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1173574.125000 Penalty: 899.360352
	Iteration 15Q: 3 clusters Score -1173574 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1173617.750000 Penalty: 899.360352
	Iteration 16Q: 3 clusters Score -1173618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1173647.000000 Penalty: 899.360352
	Iteration 17Q: 3 clusters Score -1173647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1173669.625000 Penalty: 899.360352
	Iteration 18Q: 3 clusters Score -1173670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1173687.750000 Penalty: 899.360352
	Iteration 19Q: 3 clusters Score -1173688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1173695.875000 Penalty: 899.360352
	Iteration 20F: 3 clusters Score -1173696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1173703.500000 Penalty: 899.360352
	Iteration 21Q: 3 clusters Score -1173704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1173710.375000 Penalty: 899.360352
	Iteration 22Q: 3 clusters Score -1173710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1173718.500000 Penalty: 899.360352
	Iteration 23Q: 3 clusters Score -1173718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1173723.250000 Penalty: 899.360352
	Iteration 24Q: 3 clusters Score -1173723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1173730.250000 Penalty: 899.360352
	Iteration 25Q: 3 clusters Score -1173730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1173739.625000 Penalty: 899.360352
	Iteration 26Q: 3 clusters Score -1173740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1173748.125000 Penalty: 899.360352
	Iteration 27Q: 3 clusters Score -1173748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1173754.125000 Penalty: 899.360352
	Iteration 28Q: 3 clusters Score -1173754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1173758.125000 Penalty: 899.360352
	Iteration 29Q: 3 clusters Score -1173758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1173760.500000 Penalty: 899.360352
	Iteration 30Q: 3 clusters Score -1173760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1173763.500000 Penalty: 899.360352
	Iteration 31Q: 3 clusters Score -1173764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1173768.500000 Penalty: 899.360352
	Iteration 32Q: 3 clusters Score -1173768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1173770.750000 Penalty: 899.360352
	Iteration 33Q: 3 clusters Score -1173771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1173772.375000 Penalty: 899.360352
	Iteration 34Q: 3 clusters Score -1173772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1173778.125000 Penalty: 899.360352
	Iteration 35Q: 3 clusters Score -1173778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1173780.875000 Penalty: 899.360352
	Iteration 36Q: 3 clusters Score -1173781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1173784.125000 Penalty: 899.360352
	Iteration 37Q: 3 clusters Score -1173784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1173787.625000 Penalty: 899.360352
	Iteration 38Q: 3 clusters Score -1173788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1173787.625000 Penalty: 899.360352
	Iteration 39Q: 3 clusters Score -1173788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1173787.750000 Penalty: 899.360352
	Iteration 40F: 3 clusters Score -1173788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1173793.000000 Penalty: 899.360352
	Iteration 41Q: 3 clusters Score -1173793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1173795.625000 Penalty: 899.360352
	Iteration 42Q: 3 clusters Score -1173796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1173796.750000 Penalty: 899.360352
	Iteration 43Q: 3 clusters Score -1173797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1173795.875000 Penalty: 899.360352
	Iteration 44Q: 3 clusters Score -1173796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1173795.875000 Penalty: 899.360352
	Iteration 45F: 3 clusters Score -1173796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -23007.431641 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -23007.43 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 198 members 
Entering Unmasked Estep 
Score: -22583.714844 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -22583.71 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22716.720703 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -22716.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22777.197266 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -22777.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22803.931641 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -22803.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22822.330078 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -22822.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22829.750000 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -22829.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22836.597656 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -22836.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22847.468750 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -22847.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22852.148438 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -22852.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22854.177734 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -22854.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22854.177734 Penalty: 550.953979
	Iteration 10F: 3 clusters Score -22854.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -100190.062500 Penalty: 323.832855
	Iteration 0F: 2 clusters Score -100190.1 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 622 members 
Entering Unmasked Estep 
Score: -99273.000000 Penalty: 647.665710
	Iteration 0F: 3 clusters Score -99273 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99592.773438 Penalty: 647.665710
	Iteration 1F: 3 clusters Score -99592.77 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -99681.578125 Penalty: 647.665710
	Iteration 2F: 3 clusters Score -99681.58 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99751.140625 Penalty: 647.665710
	Iteration 3F: 3 clusters Score -99751.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -99796.929688 Penalty: 647.665710
	Iteration 4Q: 3 clusters Score -99796.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -99834.382812 Penalty: 647.665710
	Iteration 5Q: 3 clusters Score -99834.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -99863.539062 Penalty: 647.665710
	Iteration 6Q: 3 clusters Score -99863.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -99879.890625 Penalty: 647.665710
	Iteration 7Q: 3 clusters Score -99879.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -99895.117188 Penalty: 647.665710
	Iteration 8Q: 3 clusters Score -99895.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -99907.000000 Penalty: 647.665710
	Iteration 9Q: 3 clusters Score -99907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99911.898438 Penalty: 647.665710
	Iteration 10Q: 3 clusters Score -99911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99916.546875 Penalty: 647.665710
	Iteration 11Q: 3 clusters Score -99916.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -99917.726562 Penalty: 647.665710
	Iteration 12Q: 3 clusters Score -99917.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -99918.820312 Penalty: 647.665710
	Iteration 13Q: 3 clusters Score -99918.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99919.859375 Penalty: 647.665710
	Iteration 14Q: 3 clusters Score -99919.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -99920.546875 Penalty: 647.665710
	Iteration 15Q: 3 clusters Score -99920.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99920.960938 Penalty: 647.665710
	Iteration 16Q: 3 clusters Score -99920.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99920.960938 Penalty: 647.665710
	Iteration 17F: 3 clusters Score -99920.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -3664.199463 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -3664.199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3476.312744 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -3476.313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3505.843994 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -3505.844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3517.552490 Penalty: 409.482697
	Iteration 2F: 3 clusters Score -3517.552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3517.951660 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -3517.952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3517.951660 Penalty: 409.482697
	Iteration 4F: 3 clusters Score -3517.952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -24242.722656 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -24242.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23793.550781 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -23793.55 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23888.113281 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -23888.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23938.630859 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -23938.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -23950.517578 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -23950.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23958.146484 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -23958.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23963.830078 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -23963.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23971.427734 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -23971.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23974.882812 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -23974.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23983.427734 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -23983.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23993.130859 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -23993.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24000.308594 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -24000.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24002.962891 Penalty: 551.804443
	Iteration 11Q: 3 clusters Score -24002.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24008.910156 Penalty: 551.804443
	Iteration 12Q: 3 clusters Score -24008.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24013.482422 Penalty: 551.804443
	Iteration 13Q: 3 clusters Score -24013.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24021.421875 Penalty: 551.804443
	Iteration 14Q: 3 clusters Score -24021.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24029.355469 Penalty: 551.804443
	Iteration 15Q: 3 clusters Score -24029.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24044.576172 Penalty: 551.804443
	Iteration 16Q: 3 clusters Score -24044.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24051.757812 Penalty: 551.804443
	Iteration 17Q: 3 clusters Score -24051.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24057.023438 Penalty: 551.804443
	Iteration 18Q: 3 clusters Score -24057.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24061.623047 Penalty: 551.804443
	Iteration 19Q: 3 clusters Score -24061.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24067.255859 Penalty: 551.804443
	Iteration 20F: 3 clusters Score -24067.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24068.869141 Penalty: 551.804443
	Iteration 21Q: 3 clusters Score -24068.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24070.976562 Penalty: 551.804443
	Iteration 22Q: 3 clusters Score -24070.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24072.078125 Penalty: 551.804443
	Iteration 23Q: 3 clusters Score -24072.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24072.078125 Penalty: 551.804443
	Iteration 24F: 3 clusters Score -24072.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -60364.140625 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -60364.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -59555.531250 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -59555.53 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -59788.015625 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -59788.02 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59833.097656 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -59833.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59861.804688 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -59861.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59871.617188 Penalty: 629.150085
	Iteration 4Q: 3 clusters Score -59871.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -59876.000000 Penalty: 629.150085
	Iteration 5Q: 3 clusters Score -59876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -59880.960938 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -59880.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -59887.441406 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -59887.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59901.015625 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -59901.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -59910.304688 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -59910.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -59917.617188 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -59917.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59922.925781 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -59922.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -59926.750000 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -59926.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -59930.222656 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -59930.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -59935.917969 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -59935.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -59938.644531 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -59938.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -59944.132812 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -59944.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -59948.878906 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -59948.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -59954.156250 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -59954.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -59959.800781 Penalty: 629.150085
	Iteration 19Q: 3 clusters Score -59959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -59963.968750 Penalty: 629.150085
	Iteration 20F: 3 clusters Score -59963.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59970.152344 Penalty: 629.150085
	Iteration 21Q: 3 clusters Score -59970.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -59976.234375 Penalty: 629.150085
	Iteration 22Q: 3 clusters Score -59976.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -59982.156250 Penalty: 629.150085
	Iteration 23Q: 3 clusters Score -59982.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -59986.882812 Penalty: 629.150085
	Iteration 24Q: 3 clusters Score -59986.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -59991.109375 Penalty: 629.150085
	Iteration 25Q: 3 clusters Score -59991.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -59993.390625 Penalty: 629.150085
	Iteration 26Q: 3 clusters Score -59993.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -59995.839844 Penalty: 629.150085
	Iteration 27Q: 3 clusters Score -59995.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60000.039062 Penalty: 629.150085
	Iteration 28Q: 3 clusters Score -60000.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -60004.800781 Penalty: 629.150085
	Iteration 29Q: 3 clusters Score -60004.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -60007.910156 Penalty: 629.150085
	Iteration 30Q: 3 clusters Score -60007.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -60008.714844 Penalty: 629.150085
	Iteration 31Q: 3 clusters Score -60008.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -60008.714844 Penalty: 629.150085
	Iteration 32F: 3 clusters Score -60008.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9776.348633 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9776.349 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 94 members 
Entering Unmasked Estep 
Score: -9513.313477 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9513.313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9581.148438 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9581.148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9610.338867 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9610.339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9633.417969 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9633.418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9651.943359 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9651.943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9658.804688 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9658.805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9661.775391 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9661.775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9666.563477 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9666.563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9671.480469 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9671.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9687.273438 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -9687.273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9695.238281 Penalty: 473.564606
	Iteration 10Q: 3 clusters Score -9695.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9705.494141 Penalty: 473.564606
	Iteration 11Q: 3 clusters Score -9705.494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9734.478516 Penalty: 473.564606
	Iteration 12Q: 3 clusters Score -9734.479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9740.612305 Penalty: 473.564606
	Iteration 13Q: 3 clusters Score -9740.612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9753.978516 Penalty: 473.564606
	Iteration 14Q: 3 clusters Score -9753.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9753.978516 Penalty: 473.564606
	Iteration 15F: 3 clusters Score -9753.979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2823.611816 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2823.612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2686.857666 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2686.858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2706.556396 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2706.556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -10146.671875 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -10146.67 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 83 members 
Entering Unmasked Estep 
Score: -9872.869141 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9872.869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9915.959961 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9915.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9955.103516 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -9955.104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9974.491211 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -9974.491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10018.475586 Penalty: 471.542328
	Iteration 4F: 3 clusters Score -10018.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10039.797852 Penalty: 471.542328
	Iteration 5F: 3 clusters Score -10039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10051.956055 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -10051.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10059.234375 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -10059.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10065.866211 Penalty: 471.542328
	Iteration 8Q: 3 clusters Score -10065.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10070.458008 Penalty: 471.542328
	Iteration 9Q: 3 clusters Score -10070.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10070.458008 Penalty: 471.542328
	Iteration 10F: 3 clusters Score -10070.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -42983.195312 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -42983.2 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 374 members 
Entering Unmasked Estep 
Score: -42345.644531 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -42345.64 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -42581.679688 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -42581.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42622.347656 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -42622.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42644.796875 Penalty: 606.345093
	Iteration 3Q: 3 clusters Score -42644.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42665.410156 Penalty: 606.345093
	Iteration 4Q: 3 clusters Score -42665.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42675.812500 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -42675.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42687.191406 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -42687.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42700.910156 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -42700.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42705.265625 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -42705.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42710.429688 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -42710.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42714.664062 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -42714.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42718.191406 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -42718.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42720.734375 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -42720.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42724.398438 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -42724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42727.539062 Penalty: 606.345093
	Iteration 14Q: 3 clusters Score -42727.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42731.511719 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -42731.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42735.265625 Penalty: 606.345093
	Iteration 16Q: 3 clusters Score -42735.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42737.242188 Penalty: 606.345093
	Iteration 17Q: 3 clusters Score -42737.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42740.625000 Penalty: 606.345093
	Iteration 18Q: 3 clusters Score -42740.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42743.316406 Penalty: 606.345093
	Iteration 19Q: 3 clusters Score -42743.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42747.210938 Penalty: 606.345093
	Iteration 20F: 3 clusters Score -42747.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42749.410156 Penalty: 606.345093
	Iteration 21Q: 3 clusters Score -42749.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42751.476562 Penalty: 606.345093
	Iteration 22Q: 3 clusters Score -42751.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42757.863281 Penalty: 606.345093
	Iteration 23Q: 3 clusters Score -42757.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42769.003906 Penalty: 606.345093
	Iteration 24Q: 3 clusters Score -42769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42777.136719 Penalty: 606.345093
	Iteration 25Q: 3 clusters Score -42777.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42778.945312 Penalty: 606.345093
	Iteration 26Q: 3 clusters Score -42778.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42780.289062 Penalty: 606.345093
	Iteration 27Q: 3 clusters Score -42780.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42781.253906 Penalty: 606.345093
	Iteration 28Q: 3 clusters Score -42781.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42781.601562 Penalty: 606.345093
	Iteration 29Q: 3 clusters Score -42781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42782.128906 Penalty: 606.345093
	Iteration 30Q: 3 clusters Score -42782.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42782.246094 Penalty: 606.345093
	Iteration 31Q: 3 clusters Score -42782.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42783.316406 Penalty: 606.345093
	Iteration 32Q: 3 clusters Score -42783.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42783.316406 Penalty: 606.345093
	Iteration 33F: 3 clusters Score -42783.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -38682.675781 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -38682.68 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 350 members 
Entering Unmasked Estep 
Score: -38061.710938 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -38061.71 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -38224.414062 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -38224.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -38248.890625 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -38248.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -38271.003906 Penalty: 595.495972
	Iteration 3F: 3 clusters Score -38271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38293.785156 Penalty: 595.495972
	Iteration 4Q: 3 clusters Score -38293.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -38314.152344 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -38314.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -38334.113281 Penalty: 595.495972
	Iteration 6Q: 3 clusters Score -38334.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38352.117188 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -38352.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -38364.312500 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -38364.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38368.847656 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -38368.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -38370.324219 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -38370.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38373.320312 Penalty: 595.495972
	Iteration 11Q: 3 clusters Score -38373.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38376.621094 Penalty: 595.495972
	Iteration 12Q: 3 clusters Score -38376.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -38377.976562 Penalty: 595.495972
	Iteration 13Q: 3 clusters Score -38377.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -38380.468750 Penalty: 595.495972
	Iteration 14Q: 3 clusters Score -38380.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38384.542969 Penalty: 595.495972
	Iteration 15Q: 3 clusters Score -38384.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38393.542969 Penalty: 595.495972
	Iteration 16Q: 3 clusters Score -38393.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -38405.753906 Penalty: 595.495972
	Iteration 17Q: 3 clusters Score -38405.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -38422.105469 Penalty: 595.495972
	Iteration 18Q: 3 clusters Score -38422.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38426.769531 Penalty: 595.495972
	Iteration 19Q: 3 clusters Score -38426.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -38440.875000 Penalty: 595.495972
	Iteration 20F: 3 clusters Score -38440.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38450.203125 Penalty: 595.495972
	Iteration 21Q: 3 clusters Score -38450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38457.265625 Penalty: 595.495972
	Iteration 22Q: 3 clusters Score -38457.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -38460.523438 Penalty: 595.495972
	Iteration 23Q: 3 clusters Score -38460.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38463.671875 Penalty: 595.495972
	Iteration 24Q: 3 clusters Score -38463.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -38464.519531 Penalty: 595.495972
	Iteration 25Q: 3 clusters Score -38464.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -38464.519531 Penalty: 595.495972
	Iteration 26F: 3 clusters Score -38464.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -146003.796875 Penalty: 354.683197
	Iteration 0F: 2 clusters Score -146003.8 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 1214 members 
Entering Unmasked Estep 
Score: -144285.906250 Penalty: 709.366394
	Iteration 0F: 3 clusters Score -144285.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -144835.593750 Penalty: 709.366394
	Iteration 1F: 3 clusters Score -144835.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -144940.234375 Penalty: 709.366394
	Iteration 2F: 3 clusters Score -144940.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -145051.093750 Penalty: 709.366394
	Iteration 3F: 3 clusters Score -145051.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -145148.843750 Penalty: 709.366394
	Iteration 4F: 3 clusters Score -145148.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -145253.125000 Penalty: 709.366394
	Iteration 5F: 3 clusters Score -145253.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -145364.812500 Penalty: 709.366394
	Iteration 6F: 3 clusters Score -145364.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -145485.796875 Penalty: 709.366394
	Iteration 7F: 3 clusters Score -145485.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -145603.828125 Penalty: 709.366394
	Iteration 8F: 3 clusters Score -145603.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -145696.890625 Penalty: 709.366394
	Iteration 9Q: 3 clusters Score -145696.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -145743.687500 Penalty: 709.366394
	Iteration 10Q: 3 clusters Score -145743.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -145768.531250 Penalty: 709.366394
	Iteration 11Q: 3 clusters Score -145768.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -145792.453125 Penalty: 709.366394
	Iteration 12Q: 3 clusters Score -145792.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -145811.750000 Penalty: 709.366394
	Iteration 13Q: 3 clusters Score -145811.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -145828.093750 Penalty: 709.366394
	Iteration 14Q: 3 clusters Score -145828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -145831.953125 Penalty: 709.366394
	Iteration 15Q: 3 clusters Score -145832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -145833.093750 Penalty: 709.366394
	Iteration 16Q: 3 clusters Score -145833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -145833.093750 Penalty: 709.366394
	Iteration 17F: 3 clusters Score -145833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -32714.230469 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -32714.23 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 311 members 
Entering Unmasked Estep 
Score: -32151.224609 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -32151.22 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32312.779297 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -32312.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -32374.617188 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -32374.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32443.708984 Penalty: 584.957581
	Iteration 3F: 3 clusters Score -32443.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32488.386719 Penalty: 584.957581
	Iteration 4F: 3 clusters Score -32488.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32506.410156 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -32506.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32519.318359 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -32519.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32535.603516 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -32535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32544.541016 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -32544.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32548.681641 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -32548.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32556.064453 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -32556.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32563.765625 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -32563.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32573.009766 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -32573.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32582.228516 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -32582.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32584.437500 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -32584.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32584.974609 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -32584.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32585.828125 Penalty: 584.957581
	Iteration 16Q: 3 clusters Score -32585.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32587.423828 Penalty: 584.957581
	Iteration 17Q: 3 clusters Score -32587.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32588.392578 Penalty: 584.957581
	Iteration 18Q: 3 clusters Score -32588.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32590.984375 Penalty: 584.957581
	Iteration 19Q: 3 clusters Score -32590.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32592.044922 Penalty: 584.957581
	Iteration 20F: 3 clusters Score -32592.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32592.574219 Penalty: 584.957581
	Iteration 21Q: 3 clusters Score -32592.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32592.574219 Penalty: 584.957581
	Iteration 22F: 3 clusters Score -32592.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -10833.542969 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -10833.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10534.885742 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -10534.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10633.801758 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -10633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10684.646484 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -10684.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10692.326172 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -10692.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10695.721680 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -10695.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10696.411133 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -10696.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10698.905273 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -10698.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10703.648438 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -10703.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10708.688477 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -10708.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -10710.707031 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -10710.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10711.258789 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -10711.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10711.258789 Penalty: 492.052612
	Iteration 11F: 3 clusters Score -10711.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3370.814941 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3370.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3236.054932 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3236.055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3268.983643 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3268.984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -33298.398438 Penalty: 285.587280
	Iteration 0F: 2 clusters Score -33298.4 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 246 members 
Entering Unmasked Estep 
Score: -32761.675781 Penalty: 571.174561
	Iteration 0F: 3 clusters Score -32761.68 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32893.664062 Penalty: 571.174561
	Iteration 1F: 3 clusters Score -32893.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32939.785156 Penalty: 571.174561
	Iteration 2F: 3 clusters Score -32939.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32960.222656 Penalty: 571.174561
	Iteration 3F: 3 clusters Score -32960.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32971.101562 Penalty: 571.174561
	Iteration 4Q: 3 clusters Score -32971.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32979.343750 Penalty: 571.174561
	Iteration 5Q: 3 clusters Score -32979.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32986.898438 Penalty: 571.174561
	Iteration 6Q: 3 clusters Score -32986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32992.828125 Penalty: 571.174561
	Iteration 7Q: 3 clusters Score -32992.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33001.023438 Penalty: 571.174561
	Iteration 8Q: 3 clusters Score -33001.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33011.175781 Penalty: 571.174561
	Iteration 9Q: 3 clusters Score -33011.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33015.136719 Penalty: 571.174561
	Iteration 10Q: 3 clusters Score -33015.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33021.539062 Penalty: 571.174561
	Iteration 11Q: 3 clusters Score -33021.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33023.308594 Penalty: 571.174561
	Iteration 12Q: 3 clusters Score -33023.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33026.539062 Penalty: 571.174561
	Iteration 13Q: 3 clusters Score -33026.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33029.011719 Penalty: 571.174561
	Iteration 14Q: 3 clusters Score -33029.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33029.011719 Penalty: 571.174561
	Iteration 15F: 3 clusters Score -33029.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -19487.888672 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -19487.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19105.658203 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -19105.66 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19202.103516 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -19202.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19248.869141 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -19248.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19292.875000 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -19292.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19303.785156 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -19303.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19309.236328 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -19309.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19317.062500 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -19317.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19322.417969 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -19322.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19323.267578 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -19323.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19324.541016 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -19324.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19329.117188 Penalty: 535.635498
	Iteration 10Q: 3 clusters Score -19329.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19330.230469 Penalty: 535.635498
	Iteration 11Q: 3 clusters Score -19330.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19330.230469 Penalty: 535.635498
	Iteration 12F: 3 clusters Score -19330.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7758.340332 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7758.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7540.336914 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -7540.337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7590.388672 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -7590.389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7610.583008 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -7610.583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7632.726074 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -7632.726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7638.719238 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -7638.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7641.245117 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -7641.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7643.158203 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -7643.158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7643.158203 Penalty: 440.101654
	Iteration 7F: 3 clusters Score -7643.158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -34416.367188 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -34416.37 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 289 members 
Entering Unmasked Estep 
Score: -33890.644531 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -33890.64 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -34061.015625 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -34061.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34107.718750 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -34107.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34145.035156 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -34145.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34169.648438 Penalty: 573.371521
	Iteration 4Q: 3 clusters Score -34169.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34186.261719 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -34186.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34210.050781 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -34210.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34228.085938 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -34228.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34241.531250 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -34241.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34267.800781 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -34267.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34295.664062 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -34295.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34313.292969 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -34313.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34329.000000 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -34329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34339.882812 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -34339.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34343.414062 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -34343.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34347.316406 Penalty: 573.371521
	Iteration 15Q: 3 clusters Score -34347.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34350.773438 Penalty: 573.371521
	Iteration 16Q: 3 clusters Score -34350.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34350.773438 Penalty: 573.371521
	Iteration 17F: 3 clusters Score -34350.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -4888.329102 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -4888.329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4686.862305 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -4686.862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4751.205078 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -4751.205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4760.556152 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -4760.556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4776.453125 Penalty: 415.355682
	Iteration 3Q: 3 clusters Score -4776.453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4781.848145 Penalty: 415.355682
	Iteration 4Q: 3 clusters Score -4781.848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4781.848145 Penalty: 415.355682
	Iteration 5F: 3 clusters Score -4781.848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -215569.093750 Penalty: 368.983429
	Iteration 0F: 2 clusters Score -215569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -213277.000000 Penalty: 737.966858
	Iteration 0F: 3 clusters Score -213277 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -214067.406250 Penalty: 737.966858
	Iteration 1F: 3 clusters Score -214067.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -214142.703125 Penalty: 737.966858
	Iteration 2F: 3 clusters Score -214142.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -214197.265625 Penalty: 737.966858
	Iteration 3Q: 3 clusters Score -214197.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -214237.062500 Penalty: 737.966858
	Iteration 4Q: 3 clusters Score -214237.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -214275.171875 Penalty: 737.966858
	Iteration 5Q: 3 clusters Score -214275.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -214319.906250 Penalty: 737.966858
	Iteration 6Q: 3 clusters Score -214319.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -214367.062500 Penalty: 737.966858
	Iteration 7Q: 3 clusters Score -214367.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -214440.640625 Penalty: 737.966858
	Iteration 8Q: 3 clusters Score -214440.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -214546.187500 Penalty: 737.966858
	Iteration 9Q: 3 clusters Score -214546.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -214654.390625 Penalty: 737.966858
	Iteration 10Q: 3 clusters Score -214654.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -214735.890625 Penalty: 737.966858
	Iteration 11Q: 3 clusters Score -214735.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -214799.875000 Penalty: 737.966858
	Iteration 12Q: 3 clusters Score -214799.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -214846.375000 Penalty: 737.966858
	Iteration 13Q: 3 clusters Score -214846.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -214876.671875 Penalty: 737.966858
	Iteration 14Q: 3 clusters Score -214876.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -214914.703125 Penalty: 737.966858
	Iteration 15Q: 3 clusters Score -214914.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -214957.078125 Penalty: 737.966858
	Iteration 16Q: 3 clusters Score -214957.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -214994.640625 Penalty: 737.966858
	Iteration 17Q: 3 clusters Score -214994.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -215028.687500 Penalty: 737.966858
	Iteration 18Q: 3 clusters Score -215028.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -215065.171875 Penalty: 737.966858
	Iteration 19Q: 3 clusters Score -215065.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -215094.359375 Penalty: 737.966858
	Iteration 20F: 3 clusters Score -215094.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -215112.359375 Penalty: 737.966858
	Iteration 21Q: 3 clusters Score -215112.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -215126.031250 Penalty: 737.966858
	Iteration 22Q: 3 clusters Score -215126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -215139.390625 Penalty: 737.966858
	Iteration 23Q: 3 clusters Score -215139.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -215149.250000 Penalty: 737.966858
	Iteration 24Q: 3 clusters Score -215149.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -215161.031250 Penalty: 737.966858
	Iteration 25Q: 3 clusters Score -215161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -215177.062500 Penalty: 737.966858
	Iteration 26Q: 3 clusters Score -215177.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -215182.031250 Penalty: 737.966858
	Iteration 27Q: 3 clusters Score -215182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -215190.875000 Penalty: 737.966858
	Iteration 28Q: 3 clusters Score -215190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -215199.062500 Penalty: 737.966858
	Iteration 29Q: 3 clusters Score -215199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -215204.171875 Penalty: 737.966858
	Iteration 30Q: 3 clusters Score -215204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -215208.734375 Penalty: 737.966858
	Iteration 31Q: 3 clusters Score -215208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -215211.015625 Penalty: 737.966858
	Iteration 32Q: 3 clusters Score -215211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -215212.375000 Penalty: 737.966858
	Iteration 33Q: 3 clusters Score -215212.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -215215.968750 Penalty: 737.966858
	Iteration 34Q: 3 clusters Score -215216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -215222.031250 Penalty: 737.966858
	Iteration 35Q: 3 clusters Score -215222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -215229.968750 Penalty: 737.966858
	Iteration 36Q: 3 clusters Score -215230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -215237.734375 Penalty: 737.966858
	Iteration 37Q: 3 clusters Score -215237.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -215240.703125 Penalty: 737.966858
	Iteration 38Q: 3 clusters Score -215240.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -215242.218750 Penalty: 737.966858
	Iteration 39Q: 3 clusters Score -215242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -215242.859375 Penalty: 737.966858
	Iteration 40F: 3 clusters Score -215242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -215243.812500 Penalty: 737.966858
	Iteration 41Q: 3 clusters Score -215243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -215245.890625 Penalty: 737.966858
	Iteration 42Q: 3 clusters Score -215245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -215248.218750 Penalty: 737.966858
	Iteration 43Q: 3 clusters Score -215248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -215250.109375 Penalty: 737.966858
	Iteration 44Q: 3 clusters Score -215250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -215252.437500 Penalty: 737.966858
	Iteration 45Q: 3 clusters Score -215252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -215255.562500 Penalty: 737.966858
	Iteration 46Q: 3 clusters Score -215255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -215257.625000 Penalty: 737.966858
	Iteration 47Q: 3 clusters Score -215257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -215258.125000 Penalty: 737.966858
	Iteration 48Q: 3 clusters Score -215258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -215258.125000 Penalty: 737.966858
	Iteration 49F: 3 clusters Score -215258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -10038.429688 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -10038.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9738.855469 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -9738.855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9813.210938 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -9813.211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9838.439453 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -9838.439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9843.701172 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -9843.701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9848.702148 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -9848.702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9854.281250 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -9854.281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9855.974609 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -9855.975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9857.470703 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -9857.471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9859.320312 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -9859.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9861.914062 Penalty: 479.375092
	Iteration 9Q: 3 clusters Score -9861.914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9867.191406 Penalty: 479.375092
	Iteration 10Q: 3 clusters Score -9867.191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9872.205078 Penalty: 479.375092
	Iteration 11Q: 3 clusters Score -9872.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9872.205078 Penalty: 479.375092
	Iteration 12F: 3 clusters Score -9872.205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Entering Unmasked Estep 
Score: -1432767.250000 Penalty: 455.512543
	Iteration 0F: 2 clusters Score -1432767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1417951.500000 Penalty: 911.025085
	Iteration 0F: 3 clusters Score -1417952 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1424826.750000 Penalty: 911.025085
	Iteration 1F: 3 clusters Score -1424827 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1426363.750000 Penalty: 911.025085
	Iteration 2F: 3 clusters Score -1426364 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1428547.375000 Penalty: 911.025085
	Iteration 3F: 3 clusters Score -1428547 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1430340.500000 Penalty: 911.025085
	Iteration 4F: 3 clusters Score -1430340 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1431398.875000 Penalty: 911.025085
	Iteration 5Q: 3 clusters Score -1431399 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1431970.375000 Penalty: 911.025085
	Iteration 6Q: 3 clusters Score -1431970 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1432250.375000 Penalty: 911.025085
	Iteration 7Q: 3 clusters Score -1432250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1432343.000000 Penalty: 911.025085
	Iteration 8Q: 3 clusters Score -1432343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1432378.125000 Penalty: 911.025085
	Iteration 9Q: 3 clusters Score -1432378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1432412.000000 Penalty: 911.025085
	Iteration 10Q: 3 clusters Score -1432412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1432429.250000 Penalty: 911.025085
	Iteration 11Q: 3 clusters Score -1432429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1432454.875000 Penalty: 911.025085
	Iteration 12Q: 3 clusters Score -1432455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1432479.250000 Penalty: 911.025085
	Iteration 13Q: 3 clusters Score -1432479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1432503.625000 Penalty: 911.025085
	Iteration 14Q: 3 clusters Score -1432504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1432512.875000 Penalty: 911.025085
	Iteration 15Q: 3 clusters Score -1432513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1432519.000000 Penalty: 911.025085
	Iteration 16Q: 3 clusters Score -1432519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1432527.375000 Penalty: 911.025085
	Iteration 17Q: 3 clusters Score -1432527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1432533.000000 Penalty: 911.025085
	Iteration 18Q: 3 clusters Score -1432533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1432535.625000 Penalty: 911.025085
	Iteration 19Q: 3 clusters Score -1432536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1432540.750000 Penalty: 911.025085
	Iteration 20F: 3 clusters Score -1432541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1432547.125000 Penalty: 911.025085
	Iteration 21Q: 3 clusters Score -1432547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1432550.500000 Penalty: 911.025085
	Iteration 22Q: 3 clusters Score -1432550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1432552.125000 Penalty: 911.025085
	Iteration 23Q: 3 clusters Score -1432552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1432553.250000 Penalty: 911.025085
	Iteration 24Q: 3 clusters Score -1432553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1432554.875000 Penalty: 911.025085
	Iteration 25Q: 3 clusters Score -1432555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1432555.625000 Penalty: 911.025085
	Iteration 26Q: 3 clusters Score -1432556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1432556.000000 Penalty: 911.025085
	Iteration 27Q: 3 clusters Score -1432556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1432556.000000 Penalty: 911.025085
	Iteration 28F: 3 clusters Score -1432556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -17475.841797 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -17475.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17184.220703 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -17184.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17276.164062 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -17276.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17321.466797 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -17321.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17359.447266 Penalty: 513.090271
	Iteration 3Q: 3 clusters Score -17359.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17395.785156 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -17395.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17406.794922 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -17406.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17411.810547 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -17411.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17417.210938 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -17417.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17423.546875 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -17423.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17432.294922 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -17432.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17434.503906 Penalty: 513.090271
	Iteration 10Q: 3 clusters Score -17434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17435.349609 Penalty: 513.090271
	Iteration 11Q: 3 clusters Score -17435.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17435.349609 Penalty: 513.090271
	Iteration 12F: 3 clusters Score -17435.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -33144.714844 Penalty: 289.202911
	Iteration 0F: 2 clusters Score -33144.71 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 282 members 
Entering Unmasked Estep 
Score: -32601.365234 Penalty: 578.405823
	Iteration 0F: 3 clusters Score -32601.37 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32767.775391 Penalty: 578.405823
	Iteration 1F: 3 clusters Score -32767.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32829.500000 Penalty: 578.405823
	Iteration 2F: 3 clusters Score -32829.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32866.828125 Penalty: 578.405823
	Iteration 3F: 3 clusters Score -32866.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32886.933594 Penalty: 578.405823
	Iteration 4Q: 3 clusters Score -32886.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32902.648438 Penalty: 578.405823
	Iteration 5Q: 3 clusters Score -32902.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32914.429688 Penalty: 578.405823
	Iteration 6Q: 3 clusters Score -32914.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32931.714844 Penalty: 578.405823
	Iteration 7Q: 3 clusters Score -32931.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32937.234375 Penalty: 578.405823
	Iteration 8Q: 3 clusters Score -32937.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32950.597656 Penalty: 578.405823
	Iteration 9Q: 3 clusters Score -32950.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32974.562500 Penalty: 578.405823
	Iteration 10Q: 3 clusters Score -32974.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32984.039062 Penalty: 578.405823
	Iteration 11Q: 3 clusters Score -32984.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32985.804688 Penalty: 578.405823
	Iteration 12Q: 3 clusters Score -32985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32987.242188 Penalty: 578.405823
	Iteration 13Q: 3 clusters Score -32987.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32988.542969 Penalty: 578.405823
	Iteration 14Q: 3 clusters Score -32988.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32992.898438 Penalty: 578.405823
	Iteration 15Q: 3 clusters Score -32992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32997.535156 Penalty: 578.405823
	Iteration 16Q: 3 clusters Score -32997.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33001.996094 Penalty: 578.405823
	Iteration 17Q: 3 clusters Score -33002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33003.757812 Penalty: 578.405823
	Iteration 18Q: 3 clusters Score -33003.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33005.917969 Penalty: 578.405823
	Iteration 19Q: 3 clusters Score -33005.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33007.683594 Penalty: 578.405823
	Iteration 20F: 3 clusters Score -33007.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33008.699219 Penalty: 578.405823
	Iteration 21Q: 3 clusters Score -33008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33011.640625 Penalty: 578.405823
	Iteration 22Q: 3 clusters Score -33011.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33015.820312 Penalty: 578.405823
	Iteration 23Q: 3 clusters Score -33015.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33020.789062 Penalty: 578.405823
	Iteration 24Q: 3 clusters Score -33020.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33022.964844 Penalty: 578.405823
	Iteration 25Q: 3 clusters Score -33022.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33024.457031 Penalty: 578.405823
	Iteration 26Q: 3 clusters Score -33024.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33025.363281 Penalty: 578.405823
	Iteration 27Q: 3 clusters Score -33025.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33025.738281 Penalty: 578.405823
	Iteration 28Q: 3 clusters Score -33025.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33026.109375 Penalty: 578.405823
	Iteration 29Q: 3 clusters Score -33026.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33026.660156 Penalty: 578.405823
	Iteration 30Q: 3 clusters Score -33026.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33027.132812 Penalty: 578.405823
	Iteration 31Q: 3 clusters Score -33027.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33027.132812 Penalty: 578.405823
	Iteration 32F: 3 clusters Score -33027.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -44385.570312 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -44385.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43677.710938 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -43677.71 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -43881.058594 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -43881.06 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43942.839844 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -43942.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44008.308594 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -44008.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44059.281250 Penalty: 609.990112
	Iteration 4F: 3 clusters Score -44059.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44097.199219 Penalty: 609.990112
	Iteration 5F: 3 clusters Score -44097.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44135.636719 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -44135.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44152.359375 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -44152.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44166.570312 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -44166.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44172.929688 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -44172.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44176.464844 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -44176.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44178.089844 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -44178.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44179.058594 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -44179.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44179.378906 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -44179.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44179.378906 Penalty: 609.990112
	Iteration 14F: 3 clusters Score -44179.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -4219.141602 Penalty: 201.057236
	Iteration 0F: 2 clusters Score -4219.142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4033.675781 Penalty: 402.114471
	Iteration 0F: 3 clusters Score -4033.676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4069.625977 Penalty: 402.114471
	Iteration 1F: 3 clusters Score -4069.626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4076.550049 Penalty: 402.114471
	Iteration 2Q: 3 clusters Score -4076.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4076.550049 Penalty: 402.114471
	Iteration 3F: 3 clusters Score -4076.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8132.340820 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8132.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7897.760254 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7897.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7918.753418 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -7918.753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7925.336914 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -7925.337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7934.976562 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -7934.977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7938.320801 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -7938.321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7941.999023 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -7941.999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7945.220215 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -7945.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7945.952637 Penalty: 446.380005
	Iteration 7Q: 3 clusters Score -7945.953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7945.952637 Penalty: 446.380005
	Iteration 8F: 3 clusters Score -7945.953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -17617.650391 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -17617.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17291.732422 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -17291.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17373.761719 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -17373.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17409.740234 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -17409.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17433.181641 Penalty: 508.779846
	Iteration 3F: 3 clusters Score -17433.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17449.906250 Penalty: 508.779846
	Iteration 4F: 3 clusters Score -17449.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17463.919922 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -17463.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17487.242188 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -17487.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17500.816406 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -17500.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17524.015625 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -17524.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -17538.607422 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -17538.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17545.205078 Penalty: 508.779846
	Iteration 10Q: 3 clusters Score -17545.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17555.212891 Penalty: 508.779846
	Iteration 11Q: 3 clusters Score -17555.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17570.826172 Penalty: 508.779846
	Iteration 12Q: 3 clusters Score -17570.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17575.597656 Penalty: 508.779846
	Iteration 13Q: 3 clusters Score -17575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17576.716797 Penalty: 508.779846
	Iteration 14Q: 3 clusters Score -17576.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17580.363281 Penalty: 508.779846
	Iteration 15Q: 3 clusters Score -17580.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17580.363281 Penalty: 508.779846
	Iteration 16F: 3 clusters Score -17580.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -57665.113281 Penalty: 312.870026
	Iteration 0F: 2 clusters Score -57665.11 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 457 members 
Entering Unmasked Estep 
Score: -56859.578125 Penalty: 625.740051
	Iteration 0F: 3 clusters Score -56859.58 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -57077.078125 Penalty: 625.740051
	Iteration 1F: 3 clusters Score -57077.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57108.417969 Penalty: 625.740051
	Iteration 2F: 3 clusters Score -57108.42 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57140.074219 Penalty: 625.740051
	Iteration 3Q: 3 clusters Score -57140.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57165.691406 Penalty: 625.740051
	Iteration 4Q: 3 clusters Score -57165.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57182.332031 Penalty: 625.740051
	Iteration 5Q: 3 clusters Score -57182.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57202.265625 Penalty: 625.740051
	Iteration 6Q: 3 clusters Score -57202.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57217.664062 Penalty: 625.740051
	Iteration 7Q: 3 clusters Score -57217.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57239.222656 Penalty: 625.740051
	Iteration 8Q: 3 clusters Score -57239.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57260.167969 Penalty: 625.740051
	Iteration 9Q: 3 clusters Score -57260.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57286.660156 Penalty: 625.740051
	Iteration 10Q: 3 clusters Score -57286.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57303.140625 Penalty: 625.740051
	Iteration 11Q: 3 clusters Score -57303.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -57312.628906 Penalty: 625.740051
	Iteration 12Q: 3 clusters Score -57312.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57318.949219 Penalty: 625.740051
	Iteration 13Q: 3 clusters Score -57318.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -57322.449219 Penalty: 625.740051
	Iteration 14Q: 3 clusters Score -57322.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57330.843750 Penalty: 625.740051
	Iteration 15Q: 3 clusters Score -57330.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57338.011719 Penalty: 625.740051
	Iteration 16Q: 3 clusters Score -57338.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -57340.277344 Penalty: 625.740051
	Iteration 17Q: 3 clusters Score -57340.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -57342.613281 Penalty: 625.740051
	Iteration 18Q: 3 clusters Score -57342.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -57344.925781 Penalty: 625.740051
	Iteration 19Q: 3 clusters Score -57344.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -57348.535156 Penalty: 625.740051
	Iteration 20F: 3 clusters Score -57348.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -57356.027344 Penalty: 625.740051
	Iteration 21Q: 3 clusters Score -57356.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -57360.152344 Penalty: 625.740051
	Iteration 22Q: 3 clusters Score -57360.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -57364.738281 Penalty: 625.740051
	Iteration 23Q: 3 clusters Score -57364.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -57370.121094 Penalty: 625.740051
	Iteration 24Q: 3 clusters Score -57370.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -57377.050781 Penalty: 625.740051
	Iteration 25Q: 3 clusters Score -57377.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -57381.078125 Penalty: 625.740051
	Iteration 26Q: 3 clusters Score -57381.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -57382.542969 Penalty: 625.740051
	Iteration 27Q: 3 clusters Score -57382.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -57383.820312 Penalty: 625.740051
	Iteration 28Q: 3 clusters Score -57383.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -57386.273438 Penalty: 625.740051
	Iteration 29Q: 3 clusters Score -57386.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -57387.445312 Penalty: 625.740051
	Iteration 30Q: 3 clusters Score -57387.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -57387.851562 Penalty: 625.740051
	Iteration 31Q: 3 clusters Score -57387.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -57388.082031 Penalty: 625.740051
	Iteration 32Q: 3 clusters Score -57388.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -57388.082031 Penalty: 625.740051
	Iteration 33F: 3 clusters Score -57388.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -35036.058594 Penalty: 290.141083
	Iteration 0F: 2 clusters Score -35036.06 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 281 members 
Entering Unmasked Estep 
Score: -34502.414062 Penalty: 580.282166
	Iteration 0F: 3 clusters Score -34502.41 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34652.628906 Penalty: 580.282166
	Iteration 1F: 3 clusters Score -34652.63 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34695.703125 Penalty: 580.282166
	Iteration 2F: 3 clusters Score -34695.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34707.054688 Penalty: 580.282166
	Iteration 3Q: 3 clusters Score -34707.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34717.316406 Penalty: 580.282166
	Iteration 4Q: 3 clusters Score -34717.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34723.015625 Penalty: 580.282166
	Iteration 5Q: 3 clusters Score -34723.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34730.792969 Penalty: 580.282166
	Iteration 6Q: 3 clusters Score -34730.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -34736.382812 Penalty: 580.282166
	Iteration 7Q: 3 clusters Score -34736.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34745.871094 Penalty: 580.282166
	Iteration 8Q: 3 clusters Score -34745.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34752.078125 Penalty: 580.282166
	Iteration 9Q: 3 clusters Score -34752.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -34755.031250 Penalty: 580.282166
	Iteration 10Q: 3 clusters Score -34755.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34757.386719 Penalty: 580.282166
	Iteration 11Q: 3 clusters Score -34757.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34759.367188 Penalty: 580.282166
	Iteration 12Q: 3 clusters Score -34759.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34761.332031 Penalty: 580.282166
	Iteration 13Q: 3 clusters Score -34761.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34764.679688 Penalty: 580.282166
	Iteration 14Q: 3 clusters Score -34764.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -34769.914062 Penalty: 580.282166
	Iteration 15Q: 3 clusters Score -34769.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -34779.468750 Penalty: 580.282166
	Iteration 16Q: 3 clusters Score -34779.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34785.406250 Penalty: 580.282166
	Iteration 17Q: 3 clusters Score -34785.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -34792.261719 Penalty: 580.282166
	Iteration 18Q: 3 clusters Score -34792.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -34794.519531 Penalty: 580.282166
	Iteration 19Q: 3 clusters Score -34794.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -34802.585938 Penalty: 580.282166
	Iteration 20F: 3 clusters Score -34802.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34810.812500 Penalty: 580.282166
	Iteration 21Q: 3 clusters Score -34810.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34817.710938 Penalty: 580.282166
	Iteration 22Q: 3 clusters Score -34817.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34825.875000 Penalty: 580.282166
	Iteration 23Q: 3 clusters Score -34825.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34832.183594 Penalty: 580.282166
	Iteration 24Q: 3 clusters Score -34832.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34835.757812 Penalty: 580.282166
	Iteration 25Q: 3 clusters Score -34835.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34841.093750 Penalty: 580.282166
	Iteration 26Q: 3 clusters Score -34841.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -34842.718750 Penalty: 580.282166
	Iteration 27Q: 3 clusters Score -34842.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34843.554688 Penalty: 580.282166
	Iteration 28Q: 3 clusters Score -34843.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34847.144531 Penalty: 580.282166
	Iteration 29Q: 3 clusters Score -34847.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -34849.054688 Penalty: 580.282166
	Iteration 30Q: 3 clusters Score -34849.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34850.707031 Penalty: 580.282166
	Iteration 31Q: 3 clusters Score -34850.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34854.148438 Penalty: 580.282166
	Iteration 32Q: 3 clusters Score -34854.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -34856.324219 Penalty: 580.282166
	Iteration 33Q: 3 clusters Score -34856.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -34858.972656 Penalty: 580.282166
	Iteration 34Q: 3 clusters Score -34858.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34859.984375 Penalty: 580.282166
	Iteration 35Q: 3 clusters Score -34859.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34862.113281 Penalty: 580.282166
	Iteration 36Q: 3 clusters Score -34862.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -34862.652344 Penalty: 580.282166
	Iteration 37Q: 3 clusters Score -34862.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -34862.867188 Penalty: 580.282166
	Iteration 38Q: 3 clusters Score -34862.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -34864.140625 Penalty: 580.282166
	Iteration 39Q: 3 clusters Score -34864.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -34865.429688 Penalty: 580.282166
	Iteration 40F: 3 clusters Score -34865.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34865.578125 Penalty: 580.282166
	Iteration 41Q: 3 clusters Score -34865.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -34865.578125 Penalty: 580.282166
	Iteration 42F: 3 clusters Score -34865.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Entering Unmasked Estep 
Score: -482441.968750 Penalty: 412.597900
	Iteration 0F: 2 clusters Score -482442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -476712.781250 Penalty: 825.195801
	Iteration 0F: 3 clusters Score -476712.8 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -479047.687500 Penalty: 825.195801
	Iteration 1F: 3 clusters Score -479047.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -479366.468750 Penalty: 825.195801
	Iteration 2F: 3 clusters Score -479366.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -479740.187500 Penalty: 825.195801
	Iteration 3F: 3 clusters Score -479740.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -480162.875000 Penalty: 825.195801
	Iteration 4F: 3 clusters Score -480162.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -480611.093750 Penalty: 825.195801
	Iteration 5F: 3 clusters Score -480611.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -481032.937500 Penalty: 825.195801
	Iteration 6F: 3 clusters Score -481032.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -481412.968750 Penalty: 825.195801
	Iteration 7Q: 3 clusters Score -481413 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -481700.906250 Penalty: 825.195801
	Iteration 8Q: 3 clusters Score -481700.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -481888.906250 Penalty: 825.195801
	Iteration 9Q: 3 clusters Score -481888.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -481982.718750 Penalty: 825.195801
	Iteration 10Q: 3 clusters Score -481982.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -482025.843750 Penalty: 825.195801
	Iteration 11Q: 3 clusters Score -482025.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -482044.906250 Penalty: 825.195801
	Iteration 12Q: 3 clusters Score -482044.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -482056.031250 Penalty: 825.195801
	Iteration 13Q: 3 clusters Score -482056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -482064.937500 Penalty: 825.195801
	Iteration 14Q: 3 clusters Score -482064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -482070.937500 Penalty: 825.195801
	Iteration 15Q: 3 clusters Score -482070.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -482078.031250 Penalty: 825.195801
	Iteration 16Q: 3 clusters Score -482078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -482081.437500 Penalty: 825.195801
	Iteration 17Q: 3 clusters Score -482081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -482081.437500 Penalty: 825.195801
	Iteration 18F: 3 clusters Score -482081.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -5503.801270 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -5503.801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5287.464844 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -5287.465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5314.424805 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -5314.425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5319.375977 Penalty: 425.227417
	Iteration 2Q: 3 clusters Score -5319.376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5320.883301 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -5320.883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5320.883301 Penalty: 425.227417
	Iteration 4F: 3 clusters Score -5320.883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11156.880859 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -11156.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10911.385742 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -10911.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11006.703125 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -11006.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11064.718750 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -11064.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11078.978516 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -11078.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11087.988281 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -11087.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11098.988281 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -11098.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11116.468750 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -11116.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11131.309570 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -11131.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11131.309570 Penalty: 459.536926
	Iteration 8F: 3 clusters Score -11131.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7531.868164 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7531.868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7284.215820 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7284.216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7319.724121 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7319.724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7336.447754 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -7336.448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7344.656250 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -7344.656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7355.735840 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -7355.736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7361.161133 Penalty: 444.334991
	Iteration 5Q: 3 clusters Score -7361.161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7361.589844 Penalty: 444.334991
	Iteration 6Q: 3 clusters Score -7361.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7361.589844 Penalty: 444.334991
	Iteration 7F: 3 clusters Score -7361.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15518.977539 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15518.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15208.151367 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -15208.15 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15265.708984 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15265.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15278.967773 Penalty: 497.976624
	Iteration 2Q: 3 clusters Score -15278.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15280.777344 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -15280.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15283.200195 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15283.693359 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15283.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15283.693359 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -15283.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -24362.765625 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24362.77 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 172 members 
Entering Unmasked Estep 
Score: -23971.042969 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23971.04 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24066.804688 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24066.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24097.121094 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24097.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24115.554688 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -24115.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24131.753906 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24131.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24143.681641 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24143.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24153.607422 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24153.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24160.275391 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24160.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24169.128906 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24169.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24172.333984 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24172.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24174.791016 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24174.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24177.861328 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -24177.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24188.183594 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -24188.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24197.919922 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -24197.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24200.373047 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -24200.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24204.060547 Penalty: 531.498352
	Iteration 15Q: 3 clusters Score -24204.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24206.259766 Penalty: 531.498352
	Iteration 16Q: 3 clusters Score -24206.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24211.244141 Penalty: 531.498352
	Iteration 17Q: 3 clusters Score -24211.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24223.765625 Penalty: 531.498352
	Iteration 18Q: 3 clusters Score -24223.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24234.960938 Penalty: 531.498352
	Iteration 19Q: 3 clusters Score -24234.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24242.568359 Penalty: 531.498352
	Iteration 20F: 3 clusters Score -24242.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24250.246094 Penalty: 531.498352
	Iteration 21Q: 3 clusters Score -24250.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24263.675781 Penalty: 531.498352
	Iteration 22Q: 3 clusters Score -24263.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24272.681641 Penalty: 531.498352
	Iteration 23Q: 3 clusters Score -24272.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24275.326172 Penalty: 531.498352
	Iteration 24Q: 3 clusters Score -24275.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24277.650391 Penalty: 531.498352
	Iteration 25Q: 3 clusters Score -24277.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24278.527344 Penalty: 531.498352
	Iteration 26Q: 3 clusters Score -24278.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24278.527344 Penalty: 531.498352
	Iteration 27F: 3 clusters Score -24278.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -40517.421875 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -40517.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39907.558594 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -39907.56 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40057.488281 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -40057.49 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40112.179688 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -40112.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40145.539062 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -40145.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40175.148438 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -40175.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40195.960938 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -40195.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40211.796875 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -40211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40227.375000 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -40227.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40241.449219 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -40241.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40257.937500 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -40257.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40267.839844 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -40267.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40272.992188 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -40272.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40278.144531 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -40278.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40282.406250 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -40282.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -40287.089844 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -40287.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40290.820312 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -40290.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40291.363281 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -40291.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -40291.515625 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -40291.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40292.726562 Penalty: 594.044189
	Iteration 18Q: 3 clusters Score -40292.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40293.261719 Penalty: 594.044189
	Iteration 19Q: 3 clusters Score -40293.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40293.261719 Penalty: 594.044189
	Iteration 20F: 3 clusters Score -40293.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -41416.609375 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -41416.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40888.855469 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -40888.86 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41048.609375 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -41048.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -41141.996094 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -41142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -41204.253906 Penalty: 580.745239
	Iteration 3F: 3 clusters Score -41204.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -41250.824219 Penalty: 580.745239
	Iteration 4F: 3 clusters Score -41250.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41299.578125 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -41299.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41330.324219 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -41330.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41335.964844 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -41335.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41337.050781 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -41337.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41337.167969 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -41337.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41337.167969 Penalty: 580.745239
	Iteration 10F: 3 clusters Score -41337.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -17547.501953 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -17547.5 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 121 members 
Entering Unmasked Estep 
Score: -17210.537109 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -17210.54 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17295.212891 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -17295.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17323.599609 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -17323.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17330.123047 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -17330.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17333.041016 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -17333.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17336.623047 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -17336.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17338.361328 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -17338.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17338.898438 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -17338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17341.626953 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -17341.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17344.957031 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -17344.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17347.779297 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -17347.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17347.779297 Penalty: 515.329407
	Iteration 11F: 3 clusters Score -17347.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9604.780273 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9604.78 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 97 members 
Entering Unmasked Estep 
Score: -9340.958008 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9340.958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9418.777344 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9418.777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9441.384766 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9441.385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9475.583008 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -9475.583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9498.198242 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -9498.198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9508.566406 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -9508.566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9512.374023 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -9512.374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9513.640625 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -9513.641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9514.815430 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -9514.815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9514.815430 Penalty: 476.998962
	Iteration 9F: 3 clusters Score -9514.815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -101511.593750 Penalty: 339.504639
	Iteration 0F: 2 clusters Score -101511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -100193.031250 Penalty: 679.009277
	Iteration 0F: 3 clusters Score -100193 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -100595.523438 Penalty: 679.009277
	Iteration 1F: 3 clusters Score -100595.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -100670.398438 Penalty: 679.009277
	Iteration 2F: 3 clusters Score -100670.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -100770.203125 Penalty: 679.009277
	Iteration 3F: 3 clusters Score -100770.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -100888.093750 Penalty: 679.009277
	Iteration 4F: 3 clusters Score -100888.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -100984.226562 Penalty: 679.009277
	Iteration 5F: 3 clusters Score -100984.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -101066.109375 Penalty: 679.009277
	Iteration 6F: 3 clusters Score -101066.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -101115.171875 Penalty: 679.009277
	Iteration 7Q: 3 clusters Score -101115.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -101145.898438 Penalty: 679.009277
	Iteration 8Q: 3 clusters Score -101145.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -101168.742188 Penalty: 679.009277
	Iteration 9Q: 3 clusters Score -101168.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -101180.625000 Penalty: 679.009277
	Iteration 10Q: 3 clusters Score -101180.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101188.046875 Penalty: 679.009277
	Iteration 11Q: 3 clusters Score -101188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -101195.414062 Penalty: 679.009277
	Iteration 12Q: 3 clusters Score -101195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101202.539062 Penalty: 679.009277
	Iteration 13Q: 3 clusters Score -101202.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -101207.031250 Penalty: 679.009277
	Iteration 14Q: 3 clusters Score -101207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101209.281250 Penalty: 679.009277
	Iteration 15Q: 3 clusters Score -101209.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -101211.125000 Penalty: 679.009277
	Iteration 16Q: 3 clusters Score -101211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101213.500000 Penalty: 679.009277
	Iteration 17Q: 3 clusters Score -101213.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101217.710938 Penalty: 679.009277
	Iteration 18Q: 3 clusters Score -101217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101221.656250 Penalty: 679.009277
	Iteration 19Q: 3 clusters Score -101221.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101227.898438 Penalty: 679.009277
	Iteration 20F: 3 clusters Score -101227.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101233.156250 Penalty: 679.009277
	Iteration 21Q: 3 clusters Score -101233.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101240.250000 Penalty: 679.009277
	Iteration 22Q: 3 clusters Score -101240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101245.867188 Penalty: 679.009277
	Iteration 23Q: 3 clusters Score -101245.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101257.125000 Penalty: 679.009277
	Iteration 24Q: 3 clusters Score -101257.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101266.242188 Penalty: 679.009277
	Iteration 25Q: 3 clusters Score -101266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101274.500000 Penalty: 679.009277
	Iteration 26Q: 3 clusters Score -101274.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101279.898438 Penalty: 679.009277
	Iteration 27Q: 3 clusters Score -101279.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101285.609375 Penalty: 679.009277
	Iteration 28Q: 3 clusters Score -101285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101290.882812 Penalty: 679.009277
	Iteration 29Q: 3 clusters Score -101290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101297.734375 Penalty: 679.009277
	Iteration 30Q: 3 clusters Score -101297.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -101299.796875 Penalty: 679.009277
	Iteration 31Q: 3 clusters Score -101299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101303.085938 Penalty: 679.009277
	Iteration 32Q: 3 clusters Score -101303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101307.085938 Penalty: 679.009277
	Iteration 33Q: 3 clusters Score -101307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101310.039062 Penalty: 679.009277
	Iteration 34Q: 3 clusters Score -101310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -101315.085938 Penalty: 679.009277
	Iteration 35Q: 3 clusters Score -101315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -101316.296875 Penalty: 679.009277
	Iteration 36Q: 3 clusters Score -101316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101316.773438 Penalty: 679.009277
	Iteration 37Q: 3 clusters Score -101316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101317.585938 Penalty: 679.009277
	Iteration 38Q: 3 clusters Score -101317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -101317.968750 Penalty: 679.009277
	Iteration 39Q: 3 clusters Score -101318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -101319.234375 Penalty: 679.009277
	Iteration 40F: 3 clusters Score -101319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101320.671875 Penalty: 679.009277
	Iteration 41Q: 3 clusters Score -101320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101321.210938 Penalty: 679.009277
	Iteration 42Q: 3 clusters Score -101321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101321.570312 Penalty: 679.009277
	Iteration 43Q: 3 clusters Score -101321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101321.671875 Penalty: 679.009277
	Iteration 44Q: 3 clusters Score -101321.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101321.671875 Penalty: 679.009277
	Iteration 45F: 3 clusters Score -101321.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (16605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Entering Unmasked Estep 
Score: -1405529.125000 Penalty: 442.144379
	Iteration 0F: 2 clusters Score -1405529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1396831.750000 Penalty: 884.288757
	Iteration 0F: 3 clusters Score -1396832 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1401761.250000 Penalty: 884.288757
	Iteration 1F: 3 clusters Score -1401761 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1402247.875000 Penalty: 884.288757
	Iteration 2F: 3 clusters Score -1402248 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1402821.250000 Penalty: 884.288757
	Iteration 3F: 3 clusters Score -1402821 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1403524.500000 Penalty: 884.288757
	Iteration 4F: 3 clusters Score -1403524 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1404223.250000 Penalty: 884.288757
	Iteration 5F: 3 clusters Score -1404223 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1404707.875000 Penalty: 884.288757
	Iteration 6Q: 3 clusters Score -1404708 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1404927.625000 Penalty: 884.288757
	Iteration 7Q: 3 clusters Score -1404928 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1405005.000000 Penalty: 884.288757
	Iteration 8Q: 3 clusters Score -1405005 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1404994.750000 Penalty: 884.288757
	Iteration 9Q: 3 clusters Score -1404995 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1404987.500000 Penalty: 884.288757
	Iteration 10Q: 3 clusters Score -1404988 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1404983.250000 Penalty: 884.288757
	Iteration 11Q: 3 clusters Score -1404983 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1404975.750000 Penalty: 884.288757
	Iteration 12Q: 3 clusters Score -1404976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1404969.750000 Penalty: 884.288757
	Iteration 13Q: 3 clusters Score -1404970 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1404956.250000 Penalty: 884.288757
	Iteration 14Q: 3 clusters Score -1404956 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1404930.875000 Penalty: 884.288757
	Iteration 15Q: 3 clusters Score -1404931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1404913.125000 Penalty: 884.288757
	Iteration 16Q: 3 clusters Score -1404913 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1404898.250000 Penalty: 884.288757
	Iteration 17Q: 3 clusters Score -1404898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1404871.875000 Penalty: 884.288757
	Iteration 18Q: 3 clusters Score -1404872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1404857.500000 Penalty: 884.288757
	Iteration 19Q: 3 clusters Score -1404858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1404851.875000 Penalty: 884.288757
	Iteration 20F: 3 clusters Score -1404852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1404842.625000 Penalty: 884.288757
	Iteration 21Q: 3 clusters Score -1404843 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1404842.625000 Penalty: 884.288757
	Iteration 22Q: 3 clusters Score -1404843 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1404835.875000 Penalty: 884.288757
	Iteration 23Q: 3 clusters Score -1404836 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1404841.750000 Penalty: 884.288757
	Iteration 24Q: 3 clusters Score -1404842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1404847.750000 Penalty: 884.288757
	Iteration 25Q: 3 clusters Score -1404848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1404848.375000 Penalty: 884.288757
	Iteration 26Q: 3 clusters Score -1404848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1404849.250000 Penalty: 884.288757
	Iteration 27Q: 3 clusters Score -1404849 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1404848.375000 Penalty: 884.288757
	Iteration 28Q: 3 clusters Score -1404848 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1404852.250000 Penalty: 884.288757
	Iteration 29Q: 3 clusters Score -1404852 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1404843.375000 Penalty: 884.288757
	Iteration 30Q: 3 clusters Score -1404843 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1404839.375000 Penalty: 884.288757
	Iteration 31Q: 3 clusters Score -1404839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1404846.125000 Penalty: 884.288757
	Iteration 32Q: 3 clusters Score -1404846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1404865.250000 Penalty: 884.288757
	Iteration 33Q: 3 clusters Score -1404865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1404892.125000 Penalty: 884.288757
	Iteration 34Q: 3 clusters Score -1404892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1404908.250000 Penalty: 884.288757
	Iteration 35Q: 3 clusters Score -1404908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1404911.125000 Penalty: 884.288757
	Iteration 36Q: 3 clusters Score -1404911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1404930.500000 Penalty: 884.288757
	Iteration 37Q: 3 clusters Score -1404930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1404940.500000 Penalty: 884.288757
	Iteration 38Q: 3 clusters Score -1404940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1404964.500000 Penalty: 884.288757
	Iteration 39Q: 3 clusters Score -1404964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1404981.750000 Penalty: 884.288757
	Iteration 40F: 3 clusters Score -1404982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1404975.250000 Penalty: 884.288757
	Iteration 41Q: 3 clusters Score -1404975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1404980.125000 Penalty: 884.288757
	Iteration 42Q: 3 clusters Score -1404980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1404996.375000 Penalty: 884.288757
	Iteration 43Q: 3 clusters Score -1404996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1405009.875000 Penalty: 884.288757
	Iteration 44Q: 3 clusters Score -1405010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1405015.125000 Penalty: 884.288757
	Iteration 45Q: 3 clusters Score -1405015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1405020.500000 Penalty: 884.288757
	Iteration 46Q: 3 clusters Score -1405020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1405029.250000 Penalty: 884.288757
	Iteration 47Q: 3 clusters Score -1405029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1405030.375000 Penalty: 884.288757
	Iteration 48Q: 3 clusters Score -1405030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1405037.625000 Penalty: 884.288757
	Iteration 49Q: 3 clusters Score -1405038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1405039.625000 Penalty: 884.288757
	Iteration 50Q: 3 clusters Score -1405040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1405048.125000 Penalty: 884.288757
	Iteration 51Q: 3 clusters Score -1405048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1405048.250000 Penalty: 884.288757
	Iteration 52Q: 3 clusters Score -1405048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1405059.375000 Penalty: 884.288757
	Iteration 53Q: 3 clusters Score -1405059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1405065.250000 Penalty: 884.288757
	Iteration 54Q: 3 clusters Score -1405065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1405062.625000 Penalty: 884.288757
	Iteration 55Q: 3 clusters Score -1405063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1405072.500000 Penalty: 884.288757
	Iteration 56Q: 3 clusters Score -1405072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1405077.750000 Penalty: 884.288757
	Iteration 57Q: 3 clusters Score -1405078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1405081.625000 Penalty: 884.288757
	Iteration 58Q: 3 clusters Score -1405082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1405093.000000 Penalty: 884.288757
	Iteration 59Q: 3 clusters Score -1405093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1405093.375000 Penalty: 884.288757
	Iteration 60F: 3 clusters Score -1405093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1405095.750000 Penalty: 884.288757
	Iteration 61Q: 3 clusters Score -1405096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1405100.500000 Penalty: 884.288757
	Iteration 62Q: 3 clusters Score -1405100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1405109.750000 Penalty: 884.288757
	Iteration 63Q: 3 clusters Score -1405110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1405118.625000 Penalty: 884.288757
	Iteration 64Q: 3 clusters Score -1405119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1405128.000000 Penalty: 884.288757
	Iteration 65Q: 3 clusters Score -1405128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1405128.500000 Penalty: 884.288757
	Iteration 66Q: 3 clusters Score -1405128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1405128.750000 Penalty: 884.288757
	Iteration 67Q: 3 clusters Score -1405129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1405131.750000 Penalty: 884.288757
	Iteration 68Q: 3 clusters Score -1405132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1405133.000000 Penalty: 884.288757
	Iteration 69Q: 3 clusters Score -1405133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1405133.000000 Penalty: 884.288757
	Iteration 70F: 3 clusters Score -1405133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -13342.489258 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -13342.49 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 182 members 
Entering Unmasked Estep 
Score: -12948.307617 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -12948.31 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13042.343750 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -13042.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13061.731445 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -13061.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13067.916016 Penalty: 535.128540
	Iteration 3Q: 3 clusters Score -13067.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13073.705078 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -13073.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13078.873047 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -13078.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13081.002930 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -13081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13083.111328 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -13083.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13084.092773 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -13084.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13084.092773 Penalty: 535.128540
	Iteration 9F: 3 clusters Score -13084.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6669.816406 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6669.816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6430.806641 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6430.807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6485.467285 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6485.467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6492.325684 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -6492.326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6494.405273 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6494.405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6494.405273 Penalty: 446.380005
	Iteration 4F: 3 clusters Score -6494.405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8018.377441 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8018.377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7751.215332 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7751.215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7802.649414 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7802.649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7824.791992 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7824.792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7852.327148 Penalty: 456.572449
	Iteration 3F: 3 clusters Score -7852.327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7857.380859 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7857.381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7861.766602 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7861.767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7868.911621 Penalty: 456.572449
	Iteration 6Q: 3 clusters Score -7868.912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7877.796387 Penalty: 456.572449
	Iteration 7Q: 3 clusters Score -7877.796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7884.141602 Penalty: 456.572449
	Iteration 8Q: 3 clusters Score -7884.142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7884.141602 Penalty: 456.572449
	Iteration 9F: 3 clusters Score -7884.142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5525.331055 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5525.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5328.462402 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5328.462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5368.731445 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5368.731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5376.627441 Penalty: 430.192291
	Iteration 2Q: 3 clusters Score -5376.627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5387.502930 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5387.503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5395.376953 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5395.377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5398.945312 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -5398.945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5403.599609 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -5403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5404.940430 Penalty: 430.192291
	Iteration 7Q: 3 clusters Score -5404.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5404.940430 Penalty: 430.192291
	Iteration 8F: 3 clusters Score -5404.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -14831.587891 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -14831.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14503.455078 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -14503.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14577.850586 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -14577.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14586.365234 Penalty: 507.066010
	Iteration 2Q: 3 clusters Score -14586.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14589.034180 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -14589.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14590.139648 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -14590.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14591.878906 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -14591.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14593.129883 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -14593.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14593.129883 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -14593.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -44653.863281 Penalty: 305.162231
	Iteration 0F: 2 clusters Score -44653.86 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 420 members 
Entering Unmasked Estep 
Score: -43984.746094 Penalty: 610.324463
	Iteration 0F: 3 clusters Score -43984.75 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -44249.929688 Penalty: 610.324463
	Iteration 1F: 3 clusters Score -44249.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -44343.054688 Penalty: 610.324463
	Iteration 2F: 3 clusters Score -44343.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -44410.898438 Penalty: 610.324463
	Iteration 3F: 3 clusters Score -44410.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -44442.996094 Penalty: 610.324463
	Iteration 4F: 3 clusters Score -44443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -44464.785156 Penalty: 610.324463
	Iteration 5Q: 3 clusters Score -44464.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44478.410156 Penalty: 610.324463
	Iteration 6Q: 3 clusters Score -44478.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -44486.308594 Penalty: 610.324463
	Iteration 7Q: 3 clusters Score -44486.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -44492.941406 Penalty: 610.324463
	Iteration 8Q: 3 clusters Score -44492.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -44497.546875 Penalty: 610.324463
	Iteration 9Q: 3 clusters Score -44497.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -44498.179688 Penalty: 610.324463
	Iteration 10Q: 3 clusters Score -44498.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -44498.179688 Penalty: 610.324463
	Iteration 11F: 3 clusters Score -44498.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -3142.614502 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -3142.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2974.205078 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -2974.205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2994.962646 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -2994.963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3001.973145 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -3001.973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3007.873291 Penalty: 382.627045
	Iteration 3Q: 3 clusters Score -3007.873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3007.873291 Penalty: 382.627045
	Iteration 4F: 3 clusters Score -3007.873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -21084.562500 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -21084.56 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 186 members 
Entering Unmasked Estep 
Score: -20717.179688 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20717.18 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20878.550781 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20878.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20923.037109 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20923.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20937.662109 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -20937.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20953.402344 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -20967.056641 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20967.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20979.458984 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20979.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20988.492188 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -20988.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20998.464844 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -20998.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21008.191406 Penalty: 532.550415
	Iteration 9Q: 3 clusters Score -21008.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21010.505859 Penalty: 532.550415
	Iteration 10Q: 3 clusters Score -21010.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21011.822266 Penalty: 532.550415
	Iteration 11Q: 3 clusters Score -21011.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21011.822266 Penalty: 532.550415
	Iteration 12F: 3 clusters Score -21011.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -10808.486328 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -10808.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10535.519531 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -10535.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10609.532227 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -10609.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10641.074219 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -10641.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10677.395508 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -10677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10690.255859 Penalty: 475.542938
	Iteration 4F: 3 clusters Score -10690.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10691.566406 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -10691.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10691.566406 Penalty: 475.542938
	Iteration 6F: 3 clusters Score -10691.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -6143.327637 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -6143.328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5932.460938 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -5932.461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5993.389160 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -5993.389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6006.546387 Penalty: 419.975952
	Iteration 2F: 3 clusters Score -6006.546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6011.451660 Penalty: 419.975952
	Iteration 3Q: 3 clusters Score -6011.452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -6011.451660 Penalty: 419.975952
	Iteration 4F: 3 clusters Score -6011.452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -4035.478760 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -4035.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3861.867920 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -3861.868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4039.032959 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -4039.033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4111.407227 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -4111.407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4125.701172 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -4125.701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4136.933105 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -4136.933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4143.396484 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -4143.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4163.439941 Penalty: 442.945648
	Iteration 6Q: 3 clusters Score -4163.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4163.439941 Penalty: 442.945648
	Iteration 7F: 3 clusters Score -4163.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 35 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 95 members 
Entering Unmasked Estep 
Score: -14145920.000000 Penalty: 66350.210938
Splitting cluster 61 changes total score from -14146141.000000 to -14145920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -6460.118164 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -6460.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6257.759277 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -6257.759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6318.710449 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -6318.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6336.657715 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -6336.658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6340.992676 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -6340.993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6340.992676 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -6340.993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5466.630859 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5466.631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5260.776367 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -5260.776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5298.989258 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5298.989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5313.106934 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5313.107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5313.601562 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5313.602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5313.601562 Penalty: 421.760345
	Iteration 4F: 3 clusters Score -5313.602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7150.475586 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7150.476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6956.845215 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6956.845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7014.513672 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7014.514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7022.778320 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -7022.778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7023.626465 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7023.626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7023.626465 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -7023.626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -118265.398438 Penalty: 343.888763
	Iteration 0F: 2 clusters Score -118265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -116879.328125 Penalty: 687.777527
	Iteration 0F: 3 clusters Score -116879.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -117287.570312 Penalty: 687.777527
	Iteration 1F: 3 clusters Score -117287.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -117327.226562 Penalty: 687.777527
	Iteration 2F: 3 clusters Score -117327.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -117362.882812 Penalty: 687.777527
	Iteration 3Q: 3 clusters Score -117362.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -117399.421875 Penalty: 687.777527
	Iteration 4Q: 3 clusters Score -117399.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -117441.945312 Penalty: 687.777527
	Iteration 5Q: 3 clusters Score -117441.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -117496.742188 Penalty: 687.777527
	Iteration 6Q: 3 clusters Score -117496.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -117564.687500 Penalty: 687.777527
	Iteration 7Q: 3 clusters Score -117564.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -117622.453125 Penalty: 687.777527
	Iteration 8Q: 3 clusters Score -117622.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -117675.195312 Penalty: 687.777527
	Iteration 9Q: 3 clusters Score -117675.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -117719.101562 Penalty: 687.777527
	Iteration 10Q: 3 clusters Score -117719.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -117760.257812 Penalty: 687.777527
	Iteration 11Q: 3 clusters Score -117760.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -117791.750000 Penalty: 687.777527
	Iteration 12Q: 3 clusters Score -117791.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -117824.859375 Penalty: 687.777527
	Iteration 13Q: 3 clusters Score -117824.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -117854.992188 Penalty: 687.777527
	Iteration 14Q: 3 clusters Score -117855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -117886.179688 Penalty: 687.777527
	Iteration 15Q: 3 clusters Score -117886.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -117908.593750 Penalty: 687.777527
	Iteration 16Q: 3 clusters Score -117908.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -117939.273438 Penalty: 687.777527
	Iteration 17Q: 3 clusters Score -117939.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -117965.093750 Penalty: 687.777527
	Iteration 18Q: 3 clusters Score -117965.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -117987.062500 Penalty: 687.777527
	Iteration 19Q: 3 clusters Score -117987.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -118002.289062 Penalty: 687.777527
	Iteration 20F: 3 clusters Score -118002.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -118008.671875 Penalty: 687.777527
	Iteration 21Q: 3 clusters Score -118008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -118012.664062 Penalty: 687.777527
	Iteration 22Q: 3 clusters Score -118012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -118018.078125 Penalty: 687.777527
	Iteration 23Q: 3 clusters Score -118018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -118025.039062 Penalty: 687.777527
	Iteration 24Q: 3 clusters Score -118025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -118027.093750 Penalty: 687.777527
	Iteration 25Q: 3 clusters Score -118027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -118033.226562 Penalty: 687.777527
	Iteration 26Q: 3 clusters Score -118033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -118036.882812 Penalty: 687.777527
	Iteration 27Q: 3 clusters Score -118036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -118037.750000 Penalty: 687.777527
	Iteration 28Q: 3 clusters Score -118037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -118040.531250 Penalty: 687.777527
	Iteration 29Q: 3 clusters Score -118040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -118044.625000 Penalty: 687.777527
	Iteration 30Q: 3 clusters Score -118044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -118046.054688 Penalty: 687.777527
	Iteration 31Q: 3 clusters Score -118046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -118048.179688 Penalty: 687.777527
	Iteration 32F: 3 clusters Score -118048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -118052.726562 Penalty: 687.777527
	Iteration 33Q: 3 clusters Score -118052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -118052.726562 Penalty: 687.777527
	Iteration 34F: 3 clusters Score -118052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -2989.343750 Penalty: 206.719925
	Iteration 0F: 2 clusters Score -2989.344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2819.586182 Penalty: 413.439850
	Iteration 0F: 3 clusters Score -2819.586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2904.814697 Penalty: 413.439850
	Iteration 1F: 3 clusters Score -2904.815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -6195.525879 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -6195.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5990.909180 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -5990.909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6026.995605 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -6026.996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6035.599121 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -6035.599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6037.913574 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -6037.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6040.205078 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -6040.205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6042.535156 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -6042.535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6042.535156 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -6042.535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -50003.441406 Penalty: 294.911743
	Iteration 0F: 2 clusters Score -50003.44 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 347 members 
Entering Unmasked Estep 
Score: -49413.664062 Penalty: 589.823486
	Iteration 0F: 3 clusters Score -49413.66 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49581.070312 Penalty: 589.823486
	Iteration 1F: 3 clusters Score -49581.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49624.488281 Penalty: 589.823486
	Iteration 2F: 3 clusters Score -49624.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49644.835938 Penalty: 589.823486
	Iteration 3Q: 3 clusters Score -49644.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -49653.281250 Penalty: 589.823486
	Iteration 4Q: 3 clusters Score -49653.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -49658.945312 Penalty: 589.823486
	Iteration 5Q: 3 clusters Score -49658.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49666.710938 Penalty: 589.823486
	Iteration 6Q: 3 clusters Score -49666.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -49670.976562 Penalty: 589.823486
	Iteration 7Q: 3 clusters Score -49670.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -49672.710938 Penalty: 589.823486
	Iteration 8Q: 3 clusters Score -49672.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -49674.171875 Penalty: 589.823486
	Iteration 9Q: 3 clusters Score -49674.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49675.273438 Penalty: 589.823486
	Iteration 10Q: 3 clusters Score -49675.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49676.625000 Penalty: 589.823486
	Iteration 11Q: 3 clusters Score -49676.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49677.351562 Penalty: 589.823486
	Iteration 12Q: 3 clusters Score -49677.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49677.828125 Penalty: 589.823486
	Iteration 13Q: 3 clusters Score -49677.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -49679.070312 Penalty: 589.823486
	Iteration 14Q: 3 clusters Score -49679.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49679.335938 Penalty: 589.823486
	Iteration 15Q: 3 clusters Score -49679.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -49679.335938 Penalty: 589.823486
	Iteration 16F: 3 clusters Score -49679.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -12865.047852 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -12865.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12603.426758 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -12603.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12696.707031 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -12696.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12729.796875 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -12729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -12739.013672 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -12739.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -12743.500000 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -12743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -12748.259766 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -12748.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -12749.044922 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -12749.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -12749.667969 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -12749.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -12749.667969 Penalty: 490.820129
	Iteration 8F: 3 clusters Score -12749.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -4673.685547 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -4673.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4474.760254 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -4474.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4537.885742 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -4537.886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4584.343750 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -4584.344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4622.208008 Penalty: 426.912689
	Iteration 3F: 3 clusters Score -4622.208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4639.455078 Penalty: 426.912689
	Iteration 4F: 3 clusters Score -4639.455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4645.624512 Penalty: 426.912689
	Iteration 5Q: 3 clusters Score -4645.625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4645.624512 Penalty: 426.912689
	Iteration 6F: 3 clusters Score -4645.625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -111081.351562 Penalty: 329.351593
	Iteration 0F: 2 clusters Score -111081.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -110035.945312 Penalty: 658.703186
	Iteration 0F: 3 clusters Score -110035.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110391.898438 Penalty: 658.703186
	Iteration 1F: 3 clusters Score -110391.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -110445.093750 Penalty: 658.703186
	Iteration 2F: 3 clusters Score -110445.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -110493.750000 Penalty: 658.703186
	Iteration 3Q: 3 clusters Score -110493.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -110555.882812 Penalty: 658.703186
	Iteration 4Q: 3 clusters Score -110555.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -110616.820312 Penalty: 658.703186
	Iteration 5Q: 3 clusters Score -110616.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -110686.523438 Penalty: 658.703186
	Iteration 6Q: 3 clusters Score -110686.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -110737.796875 Penalty: 658.703186
	Iteration 7Q: 3 clusters Score -110737.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -110780.945312 Penalty: 658.703186
	Iteration 8Q: 3 clusters Score -110780.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -110824.148438 Penalty: 658.703186
	Iteration 9Q: 3 clusters Score -110824.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -110851.500000 Penalty: 658.703186
	Iteration 10Q: 3 clusters Score -110851.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -110888.843750 Penalty: 658.703186
	Iteration 11Q: 3 clusters Score -110888.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -110934.687500 Penalty: 658.703186
	Iteration 12Q: 3 clusters Score -110934.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -110961.492188 Penalty: 658.703186
	Iteration 13Q: 3 clusters Score -110961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -110974.179688 Penalty: 658.703186
	Iteration 14Q: 3 clusters Score -110974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -110986.953125 Penalty: 658.703186
	Iteration 15Q: 3 clusters Score -110987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -110993.234375 Penalty: 658.703186
	Iteration 16Q: 3 clusters Score -110993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -110996.960938 Penalty: 658.703186
	Iteration 17Q: 3 clusters Score -110997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -111000.250000 Penalty: 658.703186
	Iteration 18Q: 3 clusters Score -111000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -111002.781250 Penalty: 658.703186
	Iteration 19Q: 3 clusters Score -111002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -111003.148438 Penalty: 658.703186
	Iteration 20F: 3 clusters Score -111003.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8981.619141 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8981.619 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 94 members 
Entering Unmasked Estep 
Score: -8698.953125 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8698.953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8759.003906 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8759.004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8788.132812 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -8788.133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8830.979492 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -8830.979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8854.130859 Penalty: 477.479187
	Iteration 4F: 3 clusters Score -8854.131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8868.681641 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -8868.682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8880.448242 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -8880.448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8893.304688 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -8893.305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8899.242188 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -8899.242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8902.333984 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -8902.334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8907.900391 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -8907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8912.735352 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -8912.735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8914.595703 Penalty: 477.479187
	Iteration 12Q: 3 clusters Score -8914.596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8915.873047 Penalty: 477.479187
	Iteration 13Q: 3 clusters Score -8915.873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8918.862305 Penalty: 477.479187
	Iteration 14Q: 3 clusters Score -8918.862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8923.327148 Penalty: 477.479187
	Iteration 15Q: 3 clusters Score -8923.327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8925.735352 Penalty: 477.479187
	Iteration 16Q: 3 clusters Score -8925.735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8930.155273 Penalty: 477.479187
	Iteration 17Q: 3 clusters Score -8930.155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8930.155273 Penalty: 477.479187
	Iteration 18F: 3 clusters Score -8930.155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8970.341797 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8970.342 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 81 members 
Entering Unmasked Estep 
Score: -8707.493164 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -8707.493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8768.607422 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -8768.607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8785.311523 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -8785.312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8792.621094 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -8792.621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8796.610352 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -8796.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8797.541016 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -8797.541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8797.541016 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -8797.541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -111428.171875 Penalty: 341.972961
	Iteration 0F: 2 clusters Score -111428.2 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 916 members 
Entering Unmasked Estep 
Score: -110116.156250 Penalty: 683.945923
	Iteration 0F: 3 clusters Score -110116.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -110545.281250 Penalty: 683.945923
	Iteration 1F: 3 clusters Score -110545.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -110593.843750 Penalty: 683.945923
	Iteration 2F: 3 clusters Score -110593.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -110617.921875 Penalty: 683.945923
	Iteration 3Q: 3 clusters Score -110617.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -110632.367188 Penalty: 683.945923
	Iteration 4Q: 3 clusters Score -110632.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -110646.757812 Penalty: 683.945923
	Iteration 5Q: 3 clusters Score -110646.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -110669.671875 Penalty: 683.945923
	Iteration 6Q: 3 clusters Score -110669.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -110704.921875 Penalty: 683.945923
	Iteration 7Q: 3 clusters Score -110704.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -110745.375000 Penalty: 683.945923
	Iteration 8Q: 3 clusters Score -110745.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -110784.148438 Penalty: 683.945923
	Iteration 9Q: 3 clusters Score -110784.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -110808.960938 Penalty: 683.945923
	Iteration 10Q: 3 clusters Score -110809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -110848.531250 Penalty: 683.945923
	Iteration 11Q: 3 clusters Score -110848.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -110899.695312 Penalty: 683.945923
	Iteration 12Q: 3 clusters Score -110899.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -110939.546875 Penalty: 683.945923
	Iteration 13Q: 3 clusters Score -110939.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -110971.156250 Penalty: 683.945923
	Iteration 14Q: 3 clusters Score -110971.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -110996.773438 Penalty: 683.945923
	Iteration 15Q: 3 clusters Score -110996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -111013.273438 Penalty: 683.945923
	Iteration 16Q: 3 clusters Score -111013.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -111027.179688 Penalty: 683.945923
	Iteration 17Q: 3 clusters Score -111027.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -111036.507812 Penalty: 683.945923
	Iteration 18Q: 3 clusters Score -111036.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -111044.781250 Penalty: 683.945923
	Iteration 19Q: 3 clusters Score -111044.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -111052.679688 Penalty: 683.945923
	Iteration 20F: 3 clusters Score -111052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -111054.632812 Penalty: 683.945923
	Iteration 21Q: 3 clusters Score -111054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -111057.359375 Penalty: 683.945923
	Iteration 22Q: 3 clusters Score -111057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -111061.726562 Penalty: 683.945923
	Iteration 23Q: 3 clusters Score -111061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -111066.843750 Penalty: 683.945923
	Iteration 24Q: 3 clusters Score -111066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -111071.437500 Penalty: 683.945923
	Iteration 25Q: 3 clusters Score -111071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -111078.085938 Penalty: 683.945923
	Iteration 26Q: 3 clusters Score -111078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -111082.968750 Penalty: 683.945923
	Iteration 27Q: 3 clusters Score -111083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -111087.140625 Penalty: 683.945923
	Iteration 28Q: 3 clusters Score -111087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -111090.859375 Penalty: 683.945923
	Iteration 29Q: 3 clusters Score -111090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -111094.257812 Penalty: 683.945923
	Iteration 30Q: 3 clusters Score -111094.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -111097.890625 Penalty: 683.945923
	Iteration 31Q: 3 clusters Score -111097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -111102.296875 Penalty: 683.945923
	Iteration 32Q: 3 clusters Score -111102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -111104.828125 Penalty: 683.945923
	Iteration 33Q: 3 clusters Score -111104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -111106.500000 Penalty: 683.945923
	Iteration 34Q: 3 clusters Score -111106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -111108.500000 Penalty: 683.945923
	Iteration 35Q: 3 clusters Score -111108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -111112.570312 Penalty: 683.945923
	Iteration 36Q: 3 clusters Score -111112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -111115.164062 Penalty: 683.945923
	Iteration 37Q: 3 clusters Score -111115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -111118.468750 Penalty: 683.945923
	Iteration 38Q: 3 clusters Score -111118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -111121.812500 Penalty: 683.945923
	Iteration 39Q: 3 clusters Score -111121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -111123.773438 Penalty: 683.945923
	Iteration 40F: 3 clusters Score -111123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -111124.851562 Penalty: 683.945923
	Iteration 41Q: 3 clusters Score -111124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -111126.296875 Penalty: 683.945923
	Iteration 42Q: 3 clusters Score -111126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -111126.945312 Penalty: 683.945923
	Iteration 43Q: 3 clusters Score -111126.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -111127.664062 Penalty: 683.945923
	Iteration 44Q: 3 clusters Score -111127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -111128.156250 Penalty: 683.945923
	Iteration 45Q: 3 clusters Score -111128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -111128.539062 Penalty: 683.945923
	Iteration 46Q: 3 clusters Score -111128.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -111128.539062 Penalty: 683.945923
	Iteration 47F: 3 clusters Score -111128.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -23748.115234 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -23748.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23279.992188 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -23279.99 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23426.539062 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -23426.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23549.990234 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -23549.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23629.492188 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -23629.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23680.314453 Penalty: 557.941589
	Iteration 4F: 3 clusters Score -23680.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23703.603516 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -23703.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23713.470703 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -23713.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23715.355469 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -23715.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23719.703125 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -23719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23723.173828 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -23723.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -23725.775391 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -23725.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23738.910156 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -23738.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23786.953125 Penalty: 557.941589
	Iteration 12Q: 3 clusters Score -23786.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23823.730469 Penalty: 557.941589
	Iteration 13Q: 3 clusters Score -23823.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23837.406250 Penalty: 557.941589
	Iteration 14Q: 3 clusters Score -23837.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23844.548828 Penalty: 557.941589
	Iteration 15Q: 3 clusters Score -23844.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23849.242188 Penalty: 557.941589
	Iteration 16Q: 3 clusters Score -23849.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23852.136719 Penalty: 557.941589
	Iteration 17Q: 3 clusters Score -23852.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23852.662109 Penalty: 557.941589
	Iteration 18Q: 3 clusters Score -23852.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23853.320312 Penalty: 557.941589
	Iteration 19Q: 3 clusters Score -23853.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23853.792969 Penalty: 557.941589
	Iteration 20F: 3 clusters Score -23853.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 215 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 245 members 
Entering Unmasked Estep 
Score: -14145952.000000 Penalty: 66350.210938
Splitting cluster 75 changes total score from -14146141.000000 to -14145952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21821.558594 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21821.56 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 190 members 
Entering Unmasked Estep 
Score: -21397.951172 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21397.95 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21512.060547 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21512.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21541.003906 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21551.832031 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21551.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21557.466797 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21557.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21566.783203 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21566.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21578.666016 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21578.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21586.412109 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21586.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21594.849609 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21594.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21604.033203 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21604.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21606.556641 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -21606.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21610.136719 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -21610.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21613.376953 Penalty: 542.685730
	Iteration 12Q: 3 clusters Score -21613.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21620.234375 Penalty: 542.685730
	Iteration 13Q: 3 clusters Score -21620.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21621.488281 Penalty: 542.685730
	Iteration 14Q: 3 clusters Score -21621.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21621.488281 Penalty: 542.685730
	Iteration 15F: 3 clusters Score -21621.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -13924.051758 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -13924.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13586.959961 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -13586.96 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13677.490234 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -13677.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13697.125000 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -13697.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13705.923828 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -13705.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13712.841797 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -13712.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13721.582031 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -13721.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13723.698242 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -13723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13725.476562 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -13725.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13726.835938 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -13726.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13726.835938 Penalty: 509.792816
	Iteration 9F: 3 clusters Score -13726.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -60874.000000 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -60874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60126.898438 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -60126.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60420.648438 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -60420.65 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60571.609375 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -60571.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60693.625000 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -60693.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60802.636719 Penalty: 616.037415
	Iteration 4F: 3 clusters Score -60802.64 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60885.496094 Penalty: 616.037415
	Iteration 5F: 3 clusters Score -60885.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60913.582031 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -60913.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60929.007812 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -60929.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60932.859375 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -60932.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60933.437500 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -60933.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60934.683594 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -60934.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60935.460938 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -60935.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60935.460938 Penalty: 616.037415
	Iteration 12F: 3 clusters Score -60935.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 465 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 406 members 
Entering Unmasked Estep 
Score: -14145939.000000 Penalty: 66350.210938
Splitting cluster 78 changes total score from -14146141.000000 to -14145939.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -4435.104980 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -4435.105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4266.156250 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -4266.156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4366.943359 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -4366.943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4427.638672 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -4427.639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4432.562500 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -4432.562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4432.562500 Penalty: 426.073944
	Iteration 4F: 3 clusters Score -4432.562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (115167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Entering Unmasked Estep 
Score: -7134728.500000 Penalty: 530.263306
	Iteration 0F: 2 clusters Score -7134728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7061803.500000 Penalty: 1060.526611
	Iteration 0F: 3 clusters Score -7061804 nChanged 56324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -7096532.000000 Penalty: 1060.526611
	Iteration 1F: 3 clusters Score -7096532 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -7098505.500000 Penalty: 1060.526611
	Iteration 2Q: 3 clusters Score -7098506 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -7101316.000000 Penalty: 1060.526611
	Iteration 3F: 3 clusters Score -7101316 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -7105656.500000 Penalty: 1060.526611
	Iteration 4F: 3 clusters Score -7105656 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7111933.500000 Penalty: 1060.526611
	Iteration 5F: 3 clusters Score -7111934 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -7118907.500000 Penalty: 1060.526611
	Iteration 6F: 3 clusters Score -7118908 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -7123358.000000 Penalty: 1060.526611
	Iteration 7F: 3 clusters Score -7123358 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -7125449.000000 Penalty: 1060.526611
	Iteration 8Q: 3 clusters Score -7125449 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -7126818.500000 Penalty: 1060.526611
	Iteration 9Q: 3 clusters Score -7126818 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -7128046.500000 Penalty: 1060.526611
	Iteration 10Q: 3 clusters Score -7128046 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -7129211.000000 Penalty: 1060.526611
	Iteration 11Q: 3 clusters Score -7129211 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -7130244.500000 Penalty: 1060.526611
	Iteration 12Q: 3 clusters Score -7130244 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -7131055.500000 Penalty: 1060.526611
	Iteration 13Q: 3 clusters Score -7131056 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -7131730.500000 Penalty: 1060.526611
	Iteration 14Q: 3 clusters Score -7131730 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -7132390.500000 Penalty: 1060.526611
	Iteration 15Q: 3 clusters Score -7132390 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100180 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -7132914.500000 Penalty: 1060.526611
	Iteration 16Q: 3 clusters Score -7132914 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -7133269.000000 Penalty: 1060.526611
	Iteration 17Q: 3 clusters Score -7133269 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -7133537.500000 Penalty: 1060.526611
	Iteration 18Q: 3 clusters Score -7133538 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -7133777.000000 Penalty: 1060.526611
	Iteration 19Q: 3 clusters Score -7133777 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -7133910.000000 Penalty: 1060.526611
	Iteration 20F: 3 clusters Score -7133910 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -7133962.500000 Penalty: 1060.526611
	Iteration 21Q: 3 clusters Score -7133962 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -7134001.500000 Penalty: 1060.526611
	Iteration 22Q: 3 clusters Score -7134002 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -7134115.000000 Penalty: 1060.526611
	Iteration 23Q: 3 clusters Score -7134115 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -7134227.500000 Penalty: 1060.526611
	Iteration 24Q: 3 clusters Score -7134228 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -7134251.000000 Penalty: 1060.526611
	Iteration 25Q: 3 clusters Score -7134251 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -7134262.000000 Penalty: 1060.526611
	Iteration 26Q: 3 clusters Score -7134262 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -7134346.000000 Penalty: 1060.526611
	Iteration 27Q: 3 clusters Score -7134346 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -7134396.000000 Penalty: 1060.526611
	Iteration 28Q: 3 clusters Score -7134396 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109594 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -7134481.500000 Penalty: 1060.526611
	Iteration 29Q: 3 clusters Score -7134482 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -7134531.500000 Penalty: 1060.526611
	Iteration 30Q: 3 clusters Score -7134532 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -7134560.000000 Penalty: 1060.526611
	Iteration 31Q: 3 clusters Score -7134560 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -7134577.500000 Penalty: 1060.526611
	Iteration 32Q: 3 clusters Score -7134578 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7134632.500000 Penalty: 1060.526611
	Iteration 33Q: 3 clusters Score -7134632 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111088 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7134642.500000 Penalty: 1060.526611
	Iteration 34Q: 3 clusters Score -7134642 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -7134642.000000 Penalty: 1060.526611
	Iteration 35Q: 3 clusters Score -7134642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7134679.500000 Penalty: 1060.526611
	Iteration 36Q: 3 clusters Score -7134680 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7134712.500000 Penalty: 1060.526611
	Iteration 37Q: 3 clusters Score -7134712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111867 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7134725.500000 Penalty: 1060.526611
	Iteration 38Q: 3 clusters Score -7134726 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7134749.000000 Penalty: 1060.526611
	Iteration 39Q: 3 clusters Score -7134749 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7134732.500000 Penalty: 1060.526611
	Iteration 40F: 3 clusters Score -7134732 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7134739.500000 Penalty: 1060.526611
	Iteration 41Q: 3 clusters Score -7134740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7134720.500000 Penalty: 1060.526611
	Iteration 42Q: 3 clusters Score -7134720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112556 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -7134728.500000 Penalty: 1060.526611
	Iteration 43Q: 3 clusters Score -7134728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7134723.500000 Penalty: 1060.526611
	Iteration 44Q: 3 clusters Score -7134724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112713 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7134726.000000 Penalty: 1060.526611
	Iteration 45Q: 3 clusters Score -7134726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7134711.500000 Penalty: 1060.526611
	Iteration 46Q: 3 clusters Score -7134712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112843 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7134704.500000 Penalty: 1060.526611
	Iteration 47Q: 3 clusters Score -7134704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7134704.500000 Penalty: 1060.526611
	Iteration 48Q: 3 clusters Score -7134704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7134690.000000 Penalty: 1060.526611
	Iteration 49Q: 3 clusters Score -7134690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113046 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7134690.500000 Penalty: 1060.526611
	Iteration 50Q: 3 clusters Score -7134690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113102 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7134673.000000 Penalty: 1060.526611
	Iteration 51Q: 3 clusters Score -7134673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113161 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7134695.500000 Penalty: 1060.526611
	Iteration 52Q: 3 clusters Score -7134696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7134677.000000 Penalty: 1060.526611
	Iteration 53Q: 3 clusters Score -7134677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7134670.000000 Penalty: 1060.526611
	Iteration 54Q: 3 clusters Score -7134670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7134681.000000 Penalty: 1060.526611
	Iteration 55Q: 3 clusters Score -7134681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7134671.500000 Penalty: 1060.526611
	Iteration 56Q: 3 clusters Score -7134672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113372 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7134678.000000 Penalty: 1060.526611
	Iteration 57Q: 3 clusters Score -7134678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7134670.500000 Penalty: 1060.526611
	Iteration 58Q: 3 clusters Score -7134670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113444 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7134675.000000 Penalty: 1060.526611
	Iteration 59Q: 3 clusters Score -7134675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7134674.000000 Penalty: 1060.526611
	Iteration 60F: 3 clusters Score -7134674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113489 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7134679.000000 Penalty: 1060.526611
	Iteration 61Q: 3 clusters Score -7134679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7134679.500000 Penalty: 1060.526611
	Iteration 62Q: 3 clusters Score -7134680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113544 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7134685.000000 Penalty: 1060.526611
	Iteration 63Q: 3 clusters Score -7134685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7134671.500000 Penalty: 1060.526611
	Iteration 64Q: 3 clusters Score -7134672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7134674.500000 Penalty: 1060.526611
	Iteration 65Q: 3 clusters Score -7134674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7134680.000000 Penalty: 1060.526611
	Iteration 66Q: 3 clusters Score -7134680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113607 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7134680.500000 Penalty: 1060.526611
	Iteration 67Q: 3 clusters Score -7134680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7134685.500000 Penalty: 1060.526611
	Iteration 68Q: 3 clusters Score -7134686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113623 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7134685.000000 Penalty: 1060.526611
	Iteration 69Q: 3 clusters Score -7134685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113631 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7134694.500000 Penalty: 1060.526611
	Iteration 70Q: 3 clusters Score -7134694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7134694.000000 Penalty: 1060.526611
	Iteration 71Q: 3 clusters Score -7134694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113644 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7134699.500000 Penalty: 1060.526611
	Iteration 72Q: 3 clusters Score -7134700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7134694.000000 Penalty: 1060.526611
	Iteration 73Q: 3 clusters Score -7134694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113653 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7134701.500000 Penalty: 1060.526611
	Iteration 74Q: 3 clusters Score -7134702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7134697.500000 Penalty: 1060.526611
	Iteration 75Q: 3 clusters Score -7134698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7134697.000000 Penalty: 1060.526611
	Iteration 76Q: 3 clusters Score -7134697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7134694.000000 Penalty: 1060.526611
	Iteration 77Q: 3 clusters Score -7134694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7134692.500000 Penalty: 1060.526611
	Iteration 78Q: 3 clusters Score -7134692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7134694.500000 Penalty: 1060.526611
	Iteration 79Q: 3 clusters Score -7134694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113667 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7134692.500000 Penalty: 1060.526611
	Iteration 80F: 3 clusters Score -7134692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7134690.500000 Penalty: 1060.526611
	Iteration 81Q: 3 clusters Score -7134690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7134688.500000 Penalty: 1060.526611
	Iteration 82Q: 3 clusters Score -7134688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7134691.500000 Penalty: 1060.526611
	Iteration 83Q: 3 clusters Score -7134692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7134691.500000 Penalty: 1060.526611
	Iteration 84F: 3 clusters Score -7134692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -23420.914062 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -23420.91 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 175 members 
Entering Unmasked Estep 
Score: -23044.361328 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -23044.36 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23176.306641 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -23176.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23215.619141 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -23215.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23237.583984 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -23237.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23247.912109 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -23247.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -23256.517578 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -23256.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23265.488281 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -23265.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -23279.056641 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -23279.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23285.279297 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -23285.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23290.404297 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -23290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23295.437500 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -23295.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23298.857422 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -23298.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23299.664062 Penalty: 532.811523
	Iteration 12Q: 3 clusters Score -23299.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23299.664062 Penalty: 532.811523
	Iteration 13F: 3 clusters Score -23299.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -162302.484375 Penalty: 358.507751
	Iteration 0F: 2 clusters Score -162302.5 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 1308 members 
Entering Unmasked Estep 
Score: -160474.890625 Penalty: 717.015503
	Iteration 0F: 3 clusters Score -160474.9 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -161174.640625 Penalty: 717.015503
	Iteration 1F: 3 clusters Score -161174.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -161294.171875 Penalty: 717.015503
	Iteration 2F: 3 clusters Score -161294.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161412.656250 Penalty: 717.015503
	Iteration 3F: 3 clusters Score -161412.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -161501.578125 Penalty: 717.015503
	Iteration 4F: 3 clusters Score -161501.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161579.375000 Penalty: 717.015503
	Iteration 5Q: 3 clusters Score -161579.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161665.546875 Penalty: 717.015503
	Iteration 6Q: 3 clusters Score -161665.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161740.609375 Penalty: 717.015503
	Iteration 7Q: 3 clusters Score -161740.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -161802.515625 Penalty: 717.015503
	Iteration 8Q: 3 clusters Score -161802.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -161852.140625 Penalty: 717.015503
	Iteration 9Q: 3 clusters Score -161852.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -161889.406250 Penalty: 717.015503
	Iteration 10Q: 3 clusters Score -161889.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161912.484375 Penalty: 717.015503
	Iteration 11Q: 3 clusters Score -161912.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -161930.734375 Penalty: 717.015503
	Iteration 12Q: 3 clusters Score -161930.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -161948.328125 Penalty: 717.015503
	Iteration 13Q: 3 clusters Score -161948.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -161958.812500 Penalty: 717.015503
	Iteration 14Q: 3 clusters Score -161958.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -161968.484375 Penalty: 717.015503
	Iteration 15Q: 3 clusters Score -161968.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -161978.515625 Penalty: 717.015503
	Iteration 16Q: 3 clusters Score -161978.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -161983.812500 Penalty: 717.015503
	Iteration 17Q: 3 clusters Score -161983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -161988.890625 Penalty: 717.015503
	Iteration 18Q: 3 clusters Score -161988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -161992.406250 Penalty: 717.015503
	Iteration 19Q: 3 clusters Score -161992.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -161996.671875 Penalty: 717.015503
	Iteration 20F: 3 clusters Score -161996.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -162003.078125 Penalty: 717.015503
	Iteration 21Q: 3 clusters Score -162003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -162004.031250 Penalty: 717.015503
	Iteration 22Q: 3 clusters Score -162004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -162005.015625 Penalty: 717.015503
	Iteration 23Q: 3 clusters Score -162005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -162005.015625 Penalty: 717.015503
	Iteration 24F: 3 clusters Score -162005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -7378.135254 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -7378.135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7157.999512 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -7158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7200.287109 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -7200.287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7224.188965 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -7224.189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7226.639648 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -7226.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7228.699707 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -7228.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7228.699707 Penalty: 434.900208
	Iteration 5F: 3 clusters Score -7228.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -136685.843750 Penalty: 351.502502
	Iteration 0F: 2 clusters Score -136685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -135085.562500 Penalty: 703.005005
	Iteration 0F: 3 clusters Score -135085.6 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -135706.015625 Penalty: 703.005005
	Iteration 1F: 3 clusters Score -135706 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -135835.843750 Penalty: 703.005005
	Iteration 2F: 3 clusters Score -135835.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -135913.125000 Penalty: 703.005005
	Iteration 3F: 3 clusters Score -135913.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -135957.828125 Penalty: 703.005005
	Iteration 4Q: 3 clusters Score -135957.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -135997.109375 Penalty: 703.005005
	Iteration 5Q: 3 clusters Score -135997.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -136031.703125 Penalty: 703.005005
	Iteration 6Q: 3 clusters Score -136031.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -136063.609375 Penalty: 703.005005
	Iteration 7Q: 3 clusters Score -136063.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -136095.015625 Penalty: 703.005005
	Iteration 8Q: 3 clusters Score -136095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -136117.984375 Penalty: 703.005005
	Iteration 9Q: 3 clusters Score -136118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -136137.593750 Penalty: 703.005005
	Iteration 10Q: 3 clusters Score -136137.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -136167.140625 Penalty: 703.005005
	Iteration 11Q: 3 clusters Score -136167.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -136205.187500 Penalty: 703.005005
	Iteration 12Q: 3 clusters Score -136205.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -136248.875000 Penalty: 703.005005
	Iteration 13Q: 3 clusters Score -136248.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -136291.796875 Penalty: 703.005005
	Iteration 14Q: 3 clusters Score -136291.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136320.937500 Penalty: 703.005005
	Iteration 15Q: 3 clusters Score -136320.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136345.078125 Penalty: 703.005005
	Iteration 16Q: 3 clusters Score -136345.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136364.078125 Penalty: 703.005005
	Iteration 17Q: 3 clusters Score -136364.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -136372.359375 Penalty: 703.005005
	Iteration 18Q: 3 clusters Score -136372.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136375.781250 Penalty: 703.005005
	Iteration 19Q: 3 clusters Score -136375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -136376.968750 Penalty: 703.005005
	Iteration 20F: 3 clusters Score -136377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136379.093750 Penalty: 703.005005
	Iteration 21Q: 3 clusters Score -136379.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -136383.546875 Penalty: 703.005005
	Iteration 22Q: 3 clusters Score -136383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -136386.890625 Penalty: 703.005005
	Iteration 23Q: 3 clusters Score -136386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136391.421875 Penalty: 703.005005
	Iteration 24Q: 3 clusters Score -136391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136392.109375 Penalty: 703.005005
	Iteration 25Q: 3 clusters Score -136392.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136392.750000 Penalty: 703.005005
	Iteration 26Q: 3 clusters Score -136392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -136394.312500 Penalty: 703.005005
	Iteration 27Q: 3 clusters Score -136394.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136395.484375 Penalty: 703.005005
	Iteration 28Q: 3 clusters Score -136395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136396.796875 Penalty: 703.005005
	Iteration 29Q: 3 clusters Score -136396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136397.125000 Penalty: 703.005005
	Iteration 30Q: 3 clusters Score -136397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136397.343750 Penalty: 703.005005
	Iteration 31Q: 3 clusters Score -136397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136397.671875 Penalty: 703.005005
	Iteration 32Q: 3 clusters Score -136397.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -136397.796875 Penalty: 703.005005
	Iteration 33Q: 3 clusters Score -136397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -136398.296875 Penalty: 703.005005
	Iteration 34Q: 3 clusters Score -136398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -136398.500000 Penalty: 703.005005
	Iteration 35Q: 3 clusters Score -136398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -136398.500000 Penalty: 703.005005
	Iteration 36F: 3 clusters Score -136398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5656.707031 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5656.707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5446.991699 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5446.992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5467.817383 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5467.817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5469.162109 Penalty: 429.383392
	Iteration 2Q: 3 clusters Score -5469.162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5470.512695 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5470.513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5470.512695 Penalty: 429.383392
	Iteration 4F: 3 clusters Score -5470.513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (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: -21737.191406 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -21737.19 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 155 members 
Entering Unmasked Estep 
Score: -21359.056641 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -21359.06 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21591.173828 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -21591.17 nChanged 44
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: -21699.730469 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -21699.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21739.228516 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -21739.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21747.091797 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -21747.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21749.937500 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -21749.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21749.937500 Penalty: 526.886414
	Iteration 6F: 3 clusters Score -21749.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 94 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 233 members 
Entering Unmasked Estep 
Score: -14145845.000000 Penalty: 66350.210938
Splitting cluster 86 changes total score from -14146141.000000 to -14145845.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 87 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -8961.708984 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -8961.709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8716.374023 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -8716.374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8785.621094 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -8785.621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8803.125977 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -8803.126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8813.014648 Penalty: 468.949554
	Iteration 3F: 3 clusters Score -8813.015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8821.668945 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -8821.669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8832.124023 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -8832.124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8839.583008 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -8839.583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8842.018555 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -8842.019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8851.420898 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -8851.421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8853.942383 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -8853.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8853.942383 Penalty: 468.949554
	Iteration 10F: 3 clusters Score -8853.942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8384.059570 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8384.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8148.733887 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -8148.734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8244.382812 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -8244.383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8258.984375 Penalty: 450.337158
	Iteration 2F: 3 clusters Score -8258.984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8267.161133 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -8267.161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8274.072266 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -8274.072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8282.784180 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -8282.784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8286.990234 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -8286.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8287.518555 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -8287.519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8287.518555 Penalty: 450.337158
	Iteration 8F: 3 clusters Score -8287.519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -47463.980469 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -47463.98 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 345 members 
Entering Unmasked Estep 
Score: -46838.687500 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -46838.69 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -46988.660156 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -46988.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47028.367188 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -47028.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47068.476562 Penalty: 595.495972
	Iteration 3F: 3 clusters Score -47068.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47093.996094 Penalty: 595.495972
	Iteration 4Q: 3 clusters Score -47094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47122.796875 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -47122.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47173.296875 Penalty: 595.495972
	Iteration 6F: 3 clusters Score -47173.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47227.097656 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -47227.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47315.351562 Penalty: 595.495972
	Iteration 8F: 3 clusters Score -47315.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47375.371094 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -47375.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -47437.109375 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -47437.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47477.945312 Penalty: 595.495972
	Iteration 11Q: 3 clusters Score -47477.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47512.148438 Penalty: 595.495972
	Iteration 12Q: 3 clusters Score -47512.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47528.847656 Penalty: 595.495972
	Iteration 13Q: 3 clusters Score -47528.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47538.902344 Penalty: 595.495972
	Iteration 14Q: 3 clusters Score -47538.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47544.671875 Penalty: 595.495972
	Iteration 15Q: 3 clusters Score -47544.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47545.746094 Penalty: 595.495972
	Iteration 16Q: 3 clusters Score -47545.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47546.156250 Penalty: 595.495972
	Iteration 17Q: 3 clusters Score -47546.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47547.007812 Penalty: 595.495972
	Iteration 18Q: 3 clusters Score -47547.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47550.054688 Penalty: 595.495972
	Iteration 19Q: 3 clusters Score -47550.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47550.867188 Penalty: 595.495972
	Iteration 20F: 3 clusters Score -47550.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47552.562500 Penalty: 595.495972
	Iteration 21Q: 3 clusters Score -47552.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47552.875000 Penalty: 595.495972
	Iteration 22Q: 3 clusters Score -47552.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47552.875000 Penalty: 595.495972
	Iteration 23F: 3 clusters Score -47552.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 308 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 387 members 
Entering Unmasked Estep 
Score: -14145967.000000 Penalty: 66350.210938
Splitting cluster 89 changes total score from -14146141.000000 to -14145967.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 90 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -32956.574219 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -32956.57 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 266 members 
Entering Unmasked Estep 
Score: -32455.777344 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -32455.78 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32608.810547 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -32608.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32630.958984 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -32630.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32644.652344 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -32644.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32653.064453 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -32653.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32657.519531 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -32657.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32665.099609 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -32665.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32671.146484 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -32671.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32677.773438 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -32677.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32685.042969 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -32685.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32689.123047 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -32689.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32692.828125 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -32692.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32695.958984 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -32695.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32697.871094 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -32697.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32700.679688 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -32700.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32705.091797 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -32705.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32708.296875 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -32708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32711.673828 Penalty: 572.701172
	Iteration 17Q: 3 clusters Score -32711.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32714.775391 Penalty: 572.701172
	Iteration 18Q: 3 clusters Score -32714.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32715.640625 Penalty: 572.701172
	Iteration 19Q: 3 clusters Score -32715.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32716.667969 Penalty: 572.701172
	Iteration 20F: 3 clusters Score -32716.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32717.281250 Penalty: 572.701172
	Iteration 21Q: 3 clusters Score -32717.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32717.974609 Penalty: 572.701172
	Iteration 22Q: 3 clusters Score -32717.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32718.898438 Penalty: 572.701172
	Iteration 23Q: 3 clusters Score -32718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32720.855469 Penalty: 572.701172
	Iteration 24Q: 3 clusters Score -32720.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32723.505859 Penalty: 572.701172
	Iteration 25Q: 3 clusters Score -32723.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32726.201172 Penalty: 572.701172
	Iteration 26Q: 3 clusters Score -32726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32728.679688 Penalty: 572.701172
	Iteration 27Q: 3 clusters Score -32728.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32733.205078 Penalty: 572.701172
	Iteration 28Q: 3 clusters Score -32733.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32733.205078 Penalty: 572.701172
	Iteration 29F: 3 clusters Score -32733.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -14002.487305 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -14002.49 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 156 members 
Entering Unmasked Estep 
Score: -13652.343750 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13652.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13774.472656 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13774.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13825.382812 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13825.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13843.710938 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -13843.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13857.953125 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13857.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13870.940430 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13870.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13876.125977 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13876.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13879.958008 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13879.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13882.905273 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -13882.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13884.463867 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -13884.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13885.203125 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -13885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13886.342773 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -13886.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13886.564453 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -13886.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13888.864258 Penalty: 515.012878
	Iteration 13Q: 3 clusters Score -13888.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13888.864258 Penalty: 515.012878
	Iteration 14F: 3 clusters Score -13888.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -21240.253906 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -21240.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20754.046875 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -20754.05 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20890.203125 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -20890.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20936.439453 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -20936.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20961.023438 Penalty: 559.510620
	Iteration 3Q: 3 clusters Score -20961.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20990.195312 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -20990.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21020.468750 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -21020.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21038.882812 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -21038.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21048.224609 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -21048.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21060.853516 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -21060.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21069.429688 Penalty: 559.510620
	Iteration 9Q: 3 clusters Score -21069.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21073.636719 Penalty: 559.510620
	Iteration 10Q: 3 clusters Score -21073.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -21073.636719 Penalty: 559.510620
	Iteration 11F: 3 clusters Score -21073.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -9735.376953 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -9735.377 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 92 members 
Entering Unmasked Estep 
Score: -9469.540039 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -9469.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9552.853516 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -9552.854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9592.339844 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -9592.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9606.060547 Penalty: 471.029633
	Iteration 3F: 3 clusters Score -9606.061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9612.114258 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -9612.114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9614.347656 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -9614.348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9617.399414 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -9617.399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9620.840820 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -9620.841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9623.056641 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -9623.057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9624.197266 Penalty: 471.029633
	Iteration 9Q: 3 clusters Score -9624.197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9624.197266 Penalty: 471.029633
	Iteration 10F: 3 clusters Score -9624.197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4832.832520 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4832.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4646.768555 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4646.769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4680.561035 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4680.561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4684.512695 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -4684.513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4684.512695 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -4684.513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (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: -15497.794922 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -15497.79 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 151 members 
Entering Unmasked Estep 
Score: -15143.583008 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -15143.58 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15224.624023 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -15224.62 nChanged 24
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: -15255.949219 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -15255.95 nChanged 13
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: -15276.175781 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -15276.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15291.659180 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -15291.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15303.775391 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -15303.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15319.894531 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -15319.89 nChanged 7
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: -15327.383789 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -15327.38 nChanged 8
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: -15332.723633 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -15332.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15341.041016 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -15341.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15347.500000 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -15347.5 nChanged 5
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: -15354.524414 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -15354.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15358.699219 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -15358.7 nChanged 1
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: -15359.031250 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -15359.03 nChanged 0
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: -15359.031250 Penalty: 517.514771
	Iteration 14F: 3 clusters Score -15359.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -18938.642578 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -18938.64 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 134 members 
Entering Unmasked Estep 
Score: -18586.248047 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -18586.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18676.242188 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -18676.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18693.921875 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -18693.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18708.128906 Penalty: 517.205750
	Iteration 3Q: 3 clusters Score -18708.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18716.460938 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -18716.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18726.800781 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -18726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18743.986328 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -18743.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18761.388672 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -18761.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18787.933594 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -18787.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18805.796875 Penalty: 517.205750
	Iteration 9Q: 3 clusters Score -18805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18845.546875 Penalty: 517.205750
	Iteration 10Q: 3 clusters Score -18845.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18854.375000 Penalty: 517.205750
	Iteration 11Q: 3 clusters Score -18854.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18860.779297 Penalty: 517.205750
	Iteration 12Q: 3 clusters Score -18860.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18865.912109 Penalty: 517.205750
	Iteration 13Q: 3 clusters Score -18865.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18868.082031 Penalty: 517.205750
	Iteration 14Q: 3 clusters Score -18868.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18868.800781 Penalty: 517.205750
	Iteration 15Q: 3 clusters Score -18868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18868.800781 Penalty: 517.205750
	Iteration 16F: 3 clusters Score -18868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -27502.390625 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -27502.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27055.205078 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -27055.21 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27153.035156 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -27153.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27178.974609 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -27178.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27206.814453 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -27206.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27233.576172 Penalty: 549.446228
	Iteration 4F: 3 clusters Score -27233.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27253.441406 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -27253.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27275.556641 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -27275.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27299.406250 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -27299.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27317.990234 Penalty: 549.446228
	Iteration 8Q: 3 clusters Score -27317.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27330.996094 Penalty: 549.446228
	Iteration 9Q: 3 clusters Score -27331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27341.773438 Penalty: 549.446228
	Iteration 10Q: 3 clusters Score -27341.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27344.519531 Penalty: 549.446228
	Iteration 11Q: 3 clusters Score -27344.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27345.277344 Penalty: 549.446228
	Iteration 12Q: 3 clusters Score -27345.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27345.277344 Penalty: 549.446228
	Iteration 13F: 3 clusters Score -27345.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -2412.785400 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -2412.785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2293.616455 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -2293.616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2409.258301 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -2409.258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2546.692871 Penalty: 398.764435
	Iteration 2F: 3 clusters Score -2546.693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 54 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 26 members 
Entering Unmasked Estep 
Score: -14145910.000000 Penalty: 66350.210938
Splitting cluster 98 changes total score from -14146141.000000 to -14145910.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 99 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -16637.183594 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -16637.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16325.442383 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -16325.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16378.450195 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -16378.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16394.464844 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -16394.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16402.412109 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -16402.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16413.800781 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -16413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16432.505859 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -16432.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16440.714844 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -16440.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16459.802734 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -16459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16474.958984 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -16474.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16486.351562 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -16486.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16492.337891 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -16492.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16498.708984 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -16498.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16506.878906 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -16506.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16511.726562 Penalty: 492.052612
	Iteration 13Q: 3 clusters Score -16511.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16518.078125 Penalty: 492.052612
	Iteration 14Q: 3 clusters Score -16518.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16535.402344 Penalty: 492.052612
	Iteration 15Q: 3 clusters Score -16535.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16553.365234 Penalty: 492.052612
	Iteration 16Q: 3 clusters Score -16553.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16556.957031 Penalty: 492.052612
	Iteration 17Q: 3 clusters Score -16556.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16558.066406 Penalty: 492.052612
	Iteration 18Q: 3 clusters Score -16558.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16559.912109 Penalty: 492.052612
	Iteration 19Q: 3 clusters Score -16559.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16559.912109 Penalty: 492.052612
	Iteration 20F: 3 clusters Score -16559.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -7045.700684 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -7045.701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6824.474609 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6824.475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6863.111328 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6863.111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6866.760742 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -6866.761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6868.225586 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6868.226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6869.317871 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -6869.318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6869.317871 Penalty: 442.242920
	Iteration 5F: 3 clusters Score -6869.318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -4265.837402 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -4265.837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4075.628662 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -4075.629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4175.844238 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -4175.844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4225.907715 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -4225.908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4308.679199 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -4308.679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4323.202637 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -4323.203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -4323.202637 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -4323.203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 71 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 28 members 
Entering Unmasked Estep 
Score: -14145839.000000 Penalty: 66350.210938
Splitting cluster 101 changes total score from -14146141.000000 to -14145839.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 102 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -108302.710938 Penalty: 325.818481
	Iteration 0F: 2 clusters Score -108302.7 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 612 members 
Entering Unmasked Estep 
Score: -107319.593750 Penalty: 651.636963
	Iteration 0F: 3 clusters Score -107319.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107624.609375 Penalty: 651.636963
	Iteration 1F: 3 clusters Score -107624.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107685.359375 Penalty: 651.636963
	Iteration 2F: 3 clusters Score -107685.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107720.242188 Penalty: 651.636963
	Iteration 3Q: 3 clusters Score -107720.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107746.781250 Penalty: 651.636963
	Iteration 4Q: 3 clusters Score -107746.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107771.335938 Penalty: 651.636963
	Iteration 5Q: 3 clusters Score -107771.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -107782.984375 Penalty: 651.636963
	Iteration 6Q: 3 clusters Score -107783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107791.757812 Penalty: 651.636963
	Iteration 7Q: 3 clusters Score -107791.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107800.617188 Penalty: 651.636963
	Iteration 8Q: 3 clusters Score -107800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107813.640625 Penalty: 651.636963
	Iteration 9Q: 3 clusters Score -107813.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107833.875000 Penalty: 651.636963
	Iteration 10Q: 3 clusters Score -107833.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107851.945312 Penalty: 651.636963
	Iteration 11Q: 3 clusters Score -107851.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107873.453125 Penalty: 651.636963
	Iteration 12Q: 3 clusters Score -107873.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -107890.171875 Penalty: 651.636963
	Iteration 13Q: 3 clusters Score -107890.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -107906.765625 Penalty: 651.636963
	Iteration 14Q: 3 clusters Score -107906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -107920.523438 Penalty: 651.636963
	Iteration 15Q: 3 clusters Score -107920.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -107929.304688 Penalty: 651.636963
	Iteration 16Q: 3 clusters Score -107929.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -107936.679688 Penalty: 651.636963
	Iteration 17Q: 3 clusters Score -107936.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -107941.734375 Penalty: 651.636963
	Iteration 18Q: 3 clusters Score -107941.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -107946.101562 Penalty: 651.636963
	Iteration 19Q: 3 clusters Score -107946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -107948.382812 Penalty: 651.636963
	Iteration 20F: 3 clusters Score -107948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -107950.632812 Penalty: 651.636963
	Iteration 21Q: 3 clusters Score -107950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -107954.742188 Penalty: 651.636963
	Iteration 22Q: 3 clusters Score -107954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -107958.546875 Penalty: 651.636963
	Iteration 23Q: 3 clusters Score -107958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -107965.656250 Penalty: 651.636963
	Iteration 24Q: 3 clusters Score -107965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -107967.937500 Penalty: 651.636963
	Iteration 25Q: 3 clusters Score -107967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -107970.273438 Penalty: 651.636963
	Iteration 26Q: 3 clusters Score -107970.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -107975.601562 Penalty: 651.636963
	Iteration 27Q: 3 clusters Score -107975.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -107979.804688 Penalty: 651.636963
	Iteration 28Q: 3 clusters Score -107979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -107982.750000 Penalty: 651.636963
	Iteration 29Q: 3 clusters Score -107982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -107986.117188 Penalty: 651.636963
	Iteration 30Q: 3 clusters Score -107986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -107987.507812 Penalty: 651.636963
	Iteration 31Q: 3 clusters Score -107987.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -107987.875000 Penalty: 651.636963
	Iteration 32Q: 3 clusters Score -107987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -107987.875000 Penalty: 651.636963
	Iteration 33F: 3 clusters Score -107987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -36419.910156 Penalty: 287.183929
	Iteration 0F: 2 clusters Score -36419.91 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 269 members 
Entering Unmasked Estep 
Score: -35908.445312 Penalty: 574.367859
	Iteration 0F: 3 clusters Score -35908.45 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36064.132812 Penalty: 574.367859
	Iteration 1F: 3 clusters Score -36064.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36138.285156 Penalty: 574.367859
	Iteration 2F: 3 clusters Score -36138.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36247.398438 Penalty: 574.367859
	Iteration 3F: 3 clusters Score -36247.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36335.218750 Penalty: 574.367859
	Iteration 4F: 3 clusters Score -36335.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -36388.007812 Penalty: 574.367859
	Iteration 5F: 3 clusters Score -36388.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36431.316406 Penalty: 574.367859
	Iteration 6Q: 3 clusters Score -36431.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36451.210938 Penalty: 574.367859
	Iteration 7Q: 3 clusters Score -36451.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36458.835938 Penalty: 574.367859
	Iteration 8Q: 3 clusters Score -36458.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36462.003906 Penalty: 574.367859
	Iteration 9Q: 3 clusters Score -36462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36463.375000 Penalty: 574.367859
	Iteration 10Q: 3 clusters Score -36463.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36463.613281 Penalty: 574.367859
	Iteration 11Q: 3 clusters Score -36463.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36463.988281 Penalty: 574.367859
	Iteration 12Q: 3 clusters Score -36463.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36464.375000 Penalty: 574.367859
	Iteration 13Q: 3 clusters Score -36464.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36464.375000 Penalty: 574.367859
	Iteration 14F: 3 clusters Score -36464.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 201 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 350 members 
Entering Unmasked Estep 
Score: -14145887.000000 Penalty: 66350.210938
Splitting cluster 103 changes total score from -14146141.000000 to -14145887.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 104 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -2270.889404 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -2270.889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2147.874756 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -2147.875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2188.260742 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -2188.261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2189.720459 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -2189.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2205.788086 Penalty: 382.627045
	Iteration 3Q: 3 clusters Score -2205.788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2210.107422 Penalty: 382.627045
	Iteration 4Q: 3 clusters Score -2210.107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2210.107422 Penalty: 382.627045
	Iteration 5F: 3 clusters Score -2210.107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 105 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3049.705078 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3049.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2903.205566 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -2903.206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2955.943115 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -2955.943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2957.786133 Penalty: 379.869263
	Iteration 2Q: 3 clusters Score -2957.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2957.786133 Penalty: 379.869263
	Iteration 3F: 3 clusters Score -2957.786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -8016.893555 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -8016.894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7708.233398 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -7708.233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7771.545410 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -7771.545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7802.073730 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -7802.074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7815.754883 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -7815.755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7817.629395 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -7817.629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7820.890625 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -7820.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7821.146973 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -7821.147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7821.146973 Penalty: 490.820129
	Iteration 7F: 3 clusters Score -7821.147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -2105.519775 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -2105.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1979.650146 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -1979.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2000.087280 Penalty: 348.406372
	Iteration 1F: 3 clusters Score -2000.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2005.464355 Penalty: 348.406372
	Iteration 2Q: 3 clusters Score -2005.464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2005.464355 Penalty: 348.406372
	Iteration 3F: 3 clusters Score -2005.464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 108 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -5049.657715 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -5049.658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4869.872070 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4869.872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4902.046387 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4902.046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4902.764160 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4902.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4902.764160 Penalty: 399.894867
	Iteration 3F: 3 clusters Score -4902.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2362.177246 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2362.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -2484.013428 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2484.013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 11 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 65506.527344 Penalty: 173.203140
	Iteration 1F: 2 clusters Score 65506.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2362.177246 Penalty: 173.203140
	Iteration 2F: 2 clusters Score -2362.177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -1473.336792 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -1473.337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -1363.722046 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -1363.722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1396.739258 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -1396.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1408.632568 Penalty: 374.089508
	Iteration 2Q: 3 clusters Score -1408.633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1422.315308 Penalty: 374.089508
	Iteration 3Q: 3 clusters Score -1422.315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1422.315308 Penalty: 374.089508
	Iteration 4F: 3 clusters Score -1422.315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 111 (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: -13961.291016 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -13961.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13617.622070 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -13617.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13704.913086 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -13704.91 nChanged 20
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: -13736.508789 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -13736.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13745.509766 Penalty: 505.319305
	Iteration 3Q: 3 clusters Score -13745.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13748.011719 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -13748.01 nChanged 1
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: -13748.674805 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -13748.67 nChanged 0
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: -13748.674805 Penalty: 505.319305
	Iteration 6F: 3 clusters Score -13748.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 112 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -14195.863281 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -14195.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13875.524414 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -13875.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13942.476562 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -13942.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13960.253906 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -13960.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13977.315430 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -13977.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13983.438477 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -13983.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13984.745117 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -13984.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13985.870117 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -13985.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13986.189453 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -13986.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13986.189453 Penalty: 497.976624
	Iteration 8F: 3 clusters Score -13986.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 113 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -2257.334717 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -2257.335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2116.424805 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -2116.425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2191.708252 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -2191.708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2209.370361 Penalty: 407.437653
	Iteration 2Q: 3 clusters Score -2209.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2209.370361 Penalty: 407.437653
	Iteration 3F: 3 clusters Score -2209.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 114 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2456.945068 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2456.945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2367.369873 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2367.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2410.852539 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2410.853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2439.451660 Penalty: 378.458374
	Iteration 2F: 3 clusters Score -2439.452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2444.216309 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -2444.216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2448.997070 Penalty: 378.458374
	Iteration 4Q: 3 clusters Score -2448.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2451.377197 Penalty: 378.458374
	Iteration 5Q: 3 clusters Score -2451.377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -2451.377197 Penalty: 378.458374
	Iteration 6F: 3 clusters Score -2451.377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 115 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -6932.354004 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -6932.354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6664.462891 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -6664.463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6742.104492 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -6742.104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6773.151367 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -6773.151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6788.735840 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -6788.736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6789.904785 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -6789.905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6790.244629 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -6790.245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6790.244629 Penalty: 462.407776
	Iteration 6F: 3 clusters Score -6790.245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 116 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -38959.707031 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -38959.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38464.562500 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -38464.56 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38610.898438 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -38610.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38680.578125 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -38680.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38718.152344 Penalty: 568.571899
	Iteration 3F: 3 clusters Score -38718.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -38731.835938 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -38731.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38745.824219 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -38745.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -38759.609375 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -38759.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -38775.468750 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -38775.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38784.582031 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -38784.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -38788.976562 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -38788.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38794.855469 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -38794.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -38795.574219 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -38795.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -38796.023438 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -38796.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38797.207031 Penalty: 568.571899
	Iteration 13Q: 3 clusters Score -38797.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38797.207031 Penalty: 568.571899
	Iteration 14F: 3 clusters Score -38797.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 117 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -3745.305908 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -3745.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3531.381836 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -3531.382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3579.213135 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -3579.213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3587.389160 Penalty: 414.402802
	Iteration 2Q: 3 clusters Score -3587.389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3593.370850 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -3593.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3594.590088 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -3594.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3594.590088 Penalty: 414.402802
	Iteration 5F: 3 clusters Score -3594.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115167 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146131.000000 Penalty: 65787.921875
Iteration 199Q: 118 clusters Score -1.414613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19598 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3330 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22270 members 
Mstep: Class 31 contains 281 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 186 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115166 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 327 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146138.000000 Penalty: 65787.921875
Iteration 200F: 118 clusters Score -1.414614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19598 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3332 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22257 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115178 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146116.000000 Penalty: 65787.921875
Iteration 201Q: 118 clusters Score -1.414612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19598 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3335 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22245 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115187 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146125.000000 Penalty: 65787.921875
Iteration 202Q: 118 clusters Score -1.414612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19598 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3339 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22234 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115194 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146128.000000 Penalty: 65787.921875
Iteration 203Q: 118 clusters Score -1.414613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3340 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22229 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115197 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146113.000000 Penalty: 65787.921875
Iteration 204Q: 118 clusters Score -1.414611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3342 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22225 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115199 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146117.000000 Penalty: 65787.921875
Iteration 205Q: 118 clusters Score -1.414612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3343 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22217 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115206 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146123.000000 Penalty: 65787.921875
Iteration 206Q: 118 clusters Score -1.414612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3346 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22214 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115206 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146127.000000 Penalty: 65787.921875
Iteration 207Q: 118 clusters Score -1.414613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22213 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115203 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146131.000000 Penalty: 65787.921875
Iteration 208Q: 118 clusters Score -1.414613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3352 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115203 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146120.000000 Penalty: 65787.921875
Iteration 209Q: 118 clusters Score -1.414612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3356 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22208 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115202 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146125.000000 Penalty: 65787.921875
Iteration 210Q: 118 clusters Score -1.414612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3357 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22205 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115204 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146121.000000 Penalty: 65787.921875
Iteration 211Q: 118 clusters Score -1.414612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115206 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146128.000000 Penalty: 65787.921875
Iteration 212Q: 118 clusters Score -1.414613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146127.000000 Penalty: 65787.921875
Iteration 213Q: 118 clusters Score -1.414613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14146127.000000 Penalty: 65787.921875
Iteration 214F: 118 clusters Score -1.414613e+07 nChanged 0
Entering ConstructFrom: 
Score: -14146127.000000 Penalty: 65787.921875
Entering ConstructFrom: 
Trying to split cluster 1 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -38299.988281 Penalty: 292.625580
	Iteration 0F: 2 clusters Score -38299.99 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 289 members 
Entering Unmasked Estep 
Score: -37755.332031 Penalty: 585.251160
	Iteration 0F: 3 clusters Score -37755.33 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37902.925781 Penalty: 585.251160
	Iteration 1F: 3 clusters Score -37902.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37918.648438 Penalty: 585.251160
	Iteration 2F: 3 clusters Score -37918.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37930.769531 Penalty: 585.251160
	Iteration 3Q: 3 clusters Score -37930.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37945.332031 Penalty: 585.251160
	Iteration 4Q: 3 clusters Score -37945.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37962.488281 Penalty: 585.251160
	Iteration 5Q: 3 clusters Score -37962.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37974.183594 Penalty: 585.251160
	Iteration 6Q: 3 clusters Score -37974.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37985.488281 Penalty: 585.251160
	Iteration 7Q: 3 clusters Score -37985.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38008.382812 Penalty: 585.251160
	Iteration 8Q: 3 clusters Score -38008.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38045.382812 Penalty: 585.251160
	Iteration 9Q: 3 clusters Score -38045.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38069.187500 Penalty: 585.251160
	Iteration 10Q: 3 clusters Score -38069.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38084.921875 Penalty: 585.251160
	Iteration 11Q: 3 clusters Score -38084.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38097.054688 Penalty: 585.251160
	Iteration 12Q: 3 clusters Score -38097.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38109.343750 Penalty: 585.251160
	Iteration 13Q: 3 clusters Score -38109.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38122.261719 Penalty: 585.251160
	Iteration 14Q: 3 clusters Score -38122.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38135.449219 Penalty: 585.251160
	Iteration 15Q: 3 clusters Score -38135.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38143.875000 Penalty: 585.251160
	Iteration 16Q: 3 clusters Score -38143.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38151.992188 Penalty: 585.251160
	Iteration 17Q: 3 clusters Score -38151.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38156.769531 Penalty: 585.251160
	Iteration 18Q: 3 clusters Score -38156.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38159.722656 Penalty: 585.251160
	Iteration 19Q: 3 clusters Score -38159.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38163.285156 Penalty: 585.251160
	Iteration 20F: 3 clusters Score -38163.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38165.128906 Penalty: 585.251160
	Iteration 21Q: 3 clusters Score -38165.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38167.785156 Penalty: 585.251160
	Iteration 22Q: 3 clusters Score -38167.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38172.398438 Penalty: 585.251160
	Iteration 23Q: 3 clusters Score -38172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38175.097656 Penalty: 585.251160
	Iteration 24Q: 3 clusters Score -38175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38176.003906 Penalty: 585.251160
	Iteration 25Q: 3 clusters Score -38176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38176.183594 Penalty: 585.251160
	Iteration 26Q: 3 clusters Score -38176.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38176.367188 Penalty: 585.251160
	Iteration 27Q: 3 clusters Score -38176.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38176.367188 Penalty: 585.251160
	Iteration 28F: 3 clusters Score -38176.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -10270.572266 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -10270.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10022.071289 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -10022.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10100.328125 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -10100.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10160.305664 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -10160.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10195.825195 Penalty: 459.536926
	Iteration 3F: 3 clusters Score -10195.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10226.323242 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -10226.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10265.257812 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -10265.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10306.554688 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -10306.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10332.849609 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -10332.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10349.938477 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -10349.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10369.184570 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -10369.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10371.869141 Penalty: 459.536926
	Iteration 10Q: 3 clusters Score -10371.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10371.869141 Penalty: 459.536926
	Iteration 11F: 3 clusters Score -10371.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 64 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 92 members 
Entering Unmasked Estep 
Score: -14145893.000000 Penalty: 66350.210938
Splitting cluster 2 changes total score from -14146127.000000 to -14145893.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -5366.028809 Penalty: 211.755188
	Iteration 0F: 2 clusters Score -5366.029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5153.798340 Penalty: 423.510376
	Iteration 0F: 3 clusters Score -5153.798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5210.654297 Penalty: 423.510376
	Iteration 1F: 3 clusters Score -5210.654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5234.528320 Penalty: 423.510376
	Iteration 2Q: 3 clusters Score -5234.528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5262.629883 Penalty: 423.510376
	Iteration 3F: 3 clusters Score -5262.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5266.815918 Penalty: 423.510376
	Iteration 4Q: 3 clusters Score -5266.816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5276.147461 Penalty: 423.510376
	Iteration 5Q: 3 clusters Score -5276.147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5276.147461 Penalty: 423.510376
	Iteration 6F: 3 clusters Score -5276.147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -56746.769531 Penalty: 316.522827
	Iteration 0F: 2 clusters Score -56746.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -55921.339844 Penalty: 633.045654
	Iteration 0F: 3 clusters Score -55921.34 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -56165.851562 Penalty: 633.045654
	Iteration 1F: 3 clusters Score -56165.85 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -56229.121094 Penalty: 633.045654
	Iteration 2F: 3 clusters Score -56229.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -56278.492188 Penalty: 633.045654
	Iteration 3F: 3 clusters Score -56278.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -56312.066406 Penalty: 633.045654
	Iteration 4Q: 3 clusters Score -56312.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -56339.355469 Penalty: 633.045654
	Iteration 5Q: 3 clusters Score -56339.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -56384.675781 Penalty: 633.045654
	Iteration 6Q: 3 clusters Score -56384.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -56427.242188 Penalty: 633.045654
	Iteration 7Q: 3 clusters Score -56427.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -56454.542969 Penalty: 633.045654
	Iteration 8Q: 3 clusters Score -56454.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -56480.527344 Penalty: 633.045654
	Iteration 9Q: 3 clusters Score -56480.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -56489.750000 Penalty: 633.045654
	Iteration 10Q: 3 clusters Score -56489.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -56495.589844 Penalty: 633.045654
	Iteration 11Q: 3 clusters Score -56495.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -56499.625000 Penalty: 633.045654
	Iteration 12Q: 3 clusters Score -56499.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -56502.250000 Penalty: 633.045654
	Iteration 13Q: 3 clusters Score -56502.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -56504.039062 Penalty: 633.045654
	Iteration 14Q: 3 clusters Score -56504.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -56507.203125 Penalty: 633.045654
	Iteration 15Q: 3 clusters Score -56507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -56508.753906 Penalty: 633.045654
	Iteration 16Q: 3 clusters Score -56508.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -56510.726562 Penalty: 633.045654
	Iteration 17Q: 3 clusters Score -56510.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -56512.125000 Penalty: 633.045654
	Iteration 18Q: 3 clusters Score -56512.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -56513.386719 Penalty: 633.045654
	Iteration 19Q: 3 clusters Score -56513.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -56515.789062 Penalty: 633.045654
	Iteration 20F: 3 clusters Score -56515.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -56518.980469 Penalty: 633.045654
	Iteration 21Q: 3 clusters Score -56518.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -56521.070312 Penalty: 633.045654
	Iteration 22Q: 3 clusters Score -56521.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -56522.730469 Penalty: 633.045654
	Iteration 23Q: 3 clusters Score -56522.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -56526.757812 Penalty: 633.045654
	Iteration 24Q: 3 clusters Score -56526.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -56529.457031 Penalty: 633.045654
	Iteration 25Q: 3 clusters Score -56529.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -56529.964844 Penalty: 633.045654
	Iteration 26Q: 3 clusters Score -56529.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -56530.460938 Penalty: 633.045654
	Iteration 27Q: 3 clusters Score -56530.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -56531.628906 Penalty: 633.045654
	Iteration 28Q: 3 clusters Score -56531.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -56532.851562 Penalty: 633.045654
	Iteration 29Q: 3 clusters Score -56532.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -56534.585938 Penalty: 633.045654
	Iteration 30Q: 3 clusters Score -56534.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -56535.503906 Penalty: 633.045654
	Iteration 31Q: 3 clusters Score -56535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -56535.628906 Penalty: 633.045654
	Iteration 32Q: 3 clusters Score -56535.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -56535.628906 Penalty: 633.045654
	Iteration 33F: 3 clusters Score -56535.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -26058.378906 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -26058.38 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 182 members 
Entering Unmasked Estep 
Score: -25665.267578 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -25665.27 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25806.798828 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -25806.8 nChanged 38
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: -25862.212891 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -25862.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25896.798828 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -25896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25919.408203 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -25919.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25927.726562 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -25927.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25936.496094 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -25936.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25958.031250 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -25958.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25976.837891 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -25976.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25993.041016 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -25993.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25998.576172 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -25998.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26000.818359 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -26000.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26004.367188 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -26004.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26007.029297 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -26007.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26009.220703 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -26009.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26014.087891 Penalty: 531.498352
	Iteration 15Q: 3 clusters Score -26014.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26018.546875 Penalty: 531.498352
	Iteration 16F: 3 clusters Score -26018.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26033.152344 Penalty: 531.498352
	Iteration 17Q: 3 clusters Score -26033.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26037.626953 Penalty: 531.498352
	Iteration 18Q: 3 clusters Score -26037.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26039.130859 Penalty: 531.498352
	Iteration 19Q: 3 clusters Score -26039.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26039.130859 Penalty: 531.498352
	Iteration 20F: 3 clusters Score -26039.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -2426.791016 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -2426.791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2279.977051 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -2279.977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2285.612793 Penalty: 348.406372
	Iteration 1F: 3 clusters Score -2285.613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2293.084473 Penalty: 348.406372
	Iteration 2Q: 3 clusters Score -2293.084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2307.792236 Penalty: 348.406372
	Iteration 3Q: 3 clusters Score -2307.792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -2311.763916 Penalty: 348.406372
	Iteration 4Q: 3 clusters Score -2311.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -2311.763916 Penalty: 348.406372
	Iteration 5F: 3 clusters Score -2311.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -61897.347656 Penalty: 305.494751
	Iteration 0F: 2 clusters Score -61897.35 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 419 members 
Entering Unmasked Estep 
Score: -61194.855469 Penalty: 610.989502
	Iteration 0F: 3 clusters Score -61194.86 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61391.839844 Penalty: 610.989502
	Iteration 1F: 3 clusters Score -61391.84 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61430.156250 Penalty: 610.989502
	Iteration 2F: 3 clusters Score -61430.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -61449.535156 Penalty: 610.989502
	Iteration 3Q: 3 clusters Score -61449.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -61458.734375 Penalty: 610.989502
	Iteration 4Q: 3 clusters Score -61458.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -61464.308594 Penalty: 610.989502
	Iteration 5Q: 3 clusters Score -61464.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61470.308594 Penalty: 610.989502
	Iteration 6Q: 3 clusters Score -61470.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -61477.152344 Penalty: 610.989502
	Iteration 7Q: 3 clusters Score -61477.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -61488.761719 Penalty: 610.989502
	Iteration 8Q: 3 clusters Score -61488.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61506.390625 Penalty: 610.989502
	Iteration 9Q: 3 clusters Score -61506.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -61531.304688 Penalty: 610.989502
	Iteration 10Q: 3 clusters Score -61531.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -61555.957031 Penalty: 610.989502
	Iteration 11Q: 3 clusters Score -61555.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61581.734375 Penalty: 610.989502
	Iteration 12Q: 3 clusters Score -61581.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61614.125000 Penalty: 610.989502
	Iteration 13Q: 3 clusters Score -61614.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -61652.210938 Penalty: 610.989502
	Iteration 14Q: 3 clusters Score -61652.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -61690.027344 Penalty: 610.989502
	Iteration 15Q: 3 clusters Score -61690.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -61736.839844 Penalty: 610.989502
	Iteration 16Q: 3 clusters Score -61736.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -61757.046875 Penalty: 610.989502
	Iteration 17Q: 3 clusters Score -61757.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -61777.457031 Penalty: 610.989502
	Iteration 18Q: 3 clusters Score -61777.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -61790.253906 Penalty: 610.989502
	Iteration 19Q: 3 clusters Score -61790.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -61796.730469 Penalty: 610.989502
	Iteration 20F: 3 clusters Score -61796.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -61801.847656 Penalty: 610.989502
	Iteration 21Q: 3 clusters Score -61801.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -61803.777344 Penalty: 610.989502
	Iteration 22Q: 3 clusters Score -61803.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -61805.949219 Penalty: 610.989502
	Iteration 23Q: 3 clusters Score -61805.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -61809.457031 Penalty: 610.989502
	Iteration 24Q: 3 clusters Score -61809.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -61810.175781 Penalty: 610.989502
	Iteration 25Q: 3 clusters Score -61810.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -61810.507812 Penalty: 610.989502
	Iteration 26Q: 3 clusters Score -61810.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -61810.804688 Penalty: 610.989502
	Iteration 27Q: 3 clusters Score -61810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -61811.816406 Penalty: 610.989502
	Iteration 28Q: 3 clusters Score -61811.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -61812.285156 Penalty: 610.989502
	Iteration 29Q: 3 clusters Score -61812.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -61813.414062 Penalty: 610.989502
	Iteration 30Q: 3 clusters Score -61813.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -61813.968750 Penalty: 610.989502
	Iteration 31Q: 3 clusters Score -61813.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -61813.968750 Penalty: 610.989502
	Iteration 32F: 3 clusters Score -61813.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Entering Unmasked Estep 
Score: -1174203.500000 Penalty: 449.687134
	Iteration 0F: 2 clusters Score -1174204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1161106.625000 Penalty: 899.374268
	Iteration 0F: 3 clusters Score -1161107 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1166465.250000 Penalty: 899.374268
	Iteration 1F: 3 clusters Score -1166465 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1166736.750000 Penalty: 899.374268
	Iteration 2Q: 3 clusters Score -1166737 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1167059.250000 Penalty: 899.374268
	Iteration 3Q: 3 clusters Score -1167059 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1167396.500000 Penalty: 899.374268
	Iteration 4Q: 3 clusters Score -1167396 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1167771.250000 Penalty: 899.374268
	Iteration 5Q: 3 clusters Score -1167771 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1168209.250000 Penalty: 899.374268
	Iteration 6F: 3 clusters Score -1168209 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1168715.250000 Penalty: 899.374268
	Iteration 7F: 3 clusters Score -1168715 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1169265.000000 Penalty: 899.374268
	Iteration 8F: 3 clusters Score -1169265 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1169841.750000 Penalty: 899.374268
	Iteration 9F: 3 clusters Score -1169842 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1170417.750000 Penalty: 899.374268
	Iteration 10Q: 3 clusters Score -1170418 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1170981.000000 Penalty: 899.374268
	Iteration 11Q: 3 clusters Score -1170981 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1171548.375000 Penalty: 899.374268
	Iteration 12Q: 3 clusters Score -1171548 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1172100.250000 Penalty: 899.374268
	Iteration 13Q: 3 clusters Score -1172100 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1172957.625000 Penalty: 899.374268
	Iteration 14Q: 3 clusters Score -1172958 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1173445.750000 Penalty: 899.374268
	Iteration 15Q: 3 clusters Score -1173446 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1173587.000000 Penalty: 899.374268
	Iteration 16Q: 3 clusters Score -1173587 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1173634.000000 Penalty: 899.374268
	Iteration 17Q: 3 clusters Score -1173634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1173658.750000 Penalty: 899.374268
	Iteration 18Q: 3 clusters Score -1173659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1173670.125000 Penalty: 899.374268
	Iteration 19Q: 3 clusters Score -1173670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1173681.250000 Penalty: 899.374268
	Iteration 20F: 3 clusters Score -1173681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -1173688.375000 Penalty: 899.374268
	Iteration 21Q: 3 clusters Score -1173688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1173698.750000 Penalty: 899.374268
	Iteration 22Q: 3 clusters Score -1173699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1173700.250000 Penalty: 899.374268
	Iteration 23Q: 3 clusters Score -1173700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1173700.000000 Penalty: 899.374268
	Iteration 24Q: 3 clusters Score -1173700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1173700.750000 Penalty: 899.374268
	Iteration 25Q: 3 clusters Score -1173701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1173702.000000 Penalty: 899.374268
	Iteration 26Q: 3 clusters Score -1173702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -1173705.750000 Penalty: 899.374268
	Iteration 27Q: 3 clusters Score -1173706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1173704.500000 Penalty: 899.374268
	Iteration 28Q: 3 clusters Score -1173704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1173706.000000 Penalty: 899.374268
	Iteration 29Q: 3 clusters Score -1173706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1173709.500000 Penalty: 899.374268
	Iteration 30Q: 3 clusters Score -1173710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1173707.625000 Penalty: 899.374268
	Iteration 31Q: 3 clusters Score -1173708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1173707.875000 Penalty: 899.374268
	Iteration 32Q: 3 clusters Score -1173708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1173709.625000 Penalty: 899.374268
	Iteration 33Q: 3 clusters Score -1173710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1173710.000000 Penalty: 899.374268
	Iteration 34Q: 3 clusters Score -1173710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1173711.875000 Penalty: 899.374268
	Iteration 35Q: 3 clusters Score -1173712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1173712.625000 Penalty: 899.374268
	Iteration 36Q: 3 clusters Score -1173713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1173714.625000 Penalty: 899.374268
	Iteration 37Q: 3 clusters Score -1173715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1173715.375000 Penalty: 899.374268
	Iteration 38Q: 3 clusters Score -1173715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1173715.500000 Penalty: 899.374268
	Iteration 39Q: 3 clusters Score -1173716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1173717.000000 Penalty: 899.374268
	Iteration 40F: 3 clusters Score -1173717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1173717.625000 Penalty: 899.374268
	Iteration 41Q: 3 clusters Score -1173718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1173718.375000 Penalty: 899.374268
	Iteration 42Q: 3 clusters Score -1173718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1173719.750000 Penalty: 899.374268
	Iteration 43Q: 3 clusters Score -1173720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1173718.750000 Penalty: 899.374268
	Iteration 44Q: 3 clusters Score -1173719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1173719.000000 Penalty: 899.374268
	Iteration 45Q: 3 clusters Score -1173719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1173718.375000 Penalty: 899.374268
	Iteration 46Q: 3 clusters Score -1173718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1173720.250000 Penalty: 899.374268
	Iteration 47Q: 3 clusters Score -1173720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1173718.125000 Penalty: 899.374268
	Iteration 48Q: 3 clusters Score -1173718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -1173718.625000 Penalty: 899.374268
	Iteration 49Q: 3 clusters Score -1173719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1173718.000000 Penalty: 899.374268
	Iteration 50Q: 3 clusters Score -1173718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -1173718.250000 Penalty: 899.374268
	Iteration 51Q: 3 clusters Score -1173718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1173718.625000 Penalty: 899.374268
	Iteration 52Q: 3 clusters Score -1173719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1173719.625000 Penalty: 899.374268
	Iteration 53Q: 3 clusters Score -1173720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1173721.875000 Penalty: 899.374268
	Iteration 54Q: 3 clusters Score -1173722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1173720.625000 Penalty: 899.374268
	Iteration 55Q: 3 clusters Score -1173721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1173722.500000 Penalty: 899.374268
	Iteration 56Q: 3 clusters Score -1173722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1173722.375000 Penalty: 899.374268
	Iteration 57Q: 3 clusters Score -1173722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1173720.875000 Penalty: 899.374268
	Iteration 58Q: 3 clusters Score -1173721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1173721.875000 Penalty: 899.374268
	Iteration 59Q: 3 clusters Score -1173722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1173720.250000 Penalty: 899.374268
	Iteration 60F: 3 clusters Score -1173720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1173722.000000 Penalty: 899.374268
	Iteration 61Q: 3 clusters Score -1173722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1173721.250000 Penalty: 899.374268
	Iteration 62Q: 3 clusters Score -1173721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1173722.625000 Penalty: 899.374268
	Iteration 63Q: 3 clusters Score -1173723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -1173725.250000 Penalty: 899.374268
	Iteration 64Q: 3 clusters Score -1173725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1173726.125000 Penalty: 899.374268
	Iteration 65Q: 3 clusters Score -1173726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -1173732.250000 Penalty: 899.374268
	Iteration 66Q: 3 clusters Score -1173732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1173735.375000 Penalty: 899.374268
	Iteration 67Q: 3 clusters Score -1173735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1173736.750000 Penalty: 899.374268
	Iteration 68Q: 3 clusters Score -1173737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1173740.625000 Penalty: 899.374268
	Iteration 69Q: 3 clusters Score -1173741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1173742.375000 Penalty: 899.374268
	Iteration 70Q: 3 clusters Score -1173742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1173741.750000 Penalty: 899.374268
	Iteration 71Q: 3 clusters Score -1173742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1173740.000000 Penalty: 899.374268
	Iteration 72Q: 3 clusters Score -1173740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1173741.125000 Penalty: 899.374268
	Iteration 73Q: 3 clusters Score -1173741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -1173746.000000 Penalty: 899.374268
	Iteration 74Q: 3 clusters Score -1173746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -1173748.000000 Penalty: 899.374268
	Iteration 75Q: 3 clusters Score -1173748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1173747.000000 Penalty: 899.374268
	Iteration 76Q: 3 clusters Score -1173747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1173748.500000 Penalty: 899.374268
	Iteration 77Q: 3 clusters Score -1173748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1173750.125000 Penalty: 899.374268
	Iteration 78Q: 3 clusters Score -1173750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1173750.375000 Penalty: 899.374268
	Iteration 79Q: 3 clusters Score -1173750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -1173751.000000 Penalty: 899.374268
	Iteration 80F: 3 clusters Score -1173751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1173750.375000 Penalty: 899.374268
	Iteration 81Q: 3 clusters Score -1173750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1173750.375000 Penalty: 899.374268
	Iteration 82F: 3 clusters Score -1173750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -23007.431641 Penalty: 275.476990
	Iteration 0F: 2 clusters Score -23007.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22580.558594 Penalty: 550.953979
	Iteration 0F: 3 clusters Score -22580.56 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22689.195312 Penalty: 550.953979
	Iteration 1F: 3 clusters Score -22689.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22728.511719 Penalty: 550.953979
	Iteration 2F: 3 clusters Score -22728.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22745.695312 Penalty: 550.953979
	Iteration 3F: 3 clusters Score -22745.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22757.574219 Penalty: 550.953979
	Iteration 4Q: 3 clusters Score -22757.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22763.470703 Penalty: 550.953979
	Iteration 5Q: 3 clusters Score -22763.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22769.556641 Penalty: 550.953979
	Iteration 6Q: 3 clusters Score -22769.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22775.933594 Penalty: 550.953979
	Iteration 7Q: 3 clusters Score -22775.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -22788.246094 Penalty: 550.953979
	Iteration 8Q: 3 clusters Score -22788.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22798.007812 Penalty: 550.953979
	Iteration 9Q: 3 clusters Score -22798.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22806.970703 Penalty: 550.953979
	Iteration 10Q: 3 clusters Score -22806.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22814.119141 Penalty: 550.953979
	Iteration 11Q: 3 clusters Score -22814.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22821.994141 Penalty: 550.953979
	Iteration 12Q: 3 clusters Score -22821.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22826.964844 Penalty: 550.953979
	Iteration 13Q: 3 clusters Score -22826.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22827.833984 Penalty: 550.953979
	Iteration 14Q: 3 clusters Score -22827.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22829.347656 Penalty: 550.953979
	Iteration 15Q: 3 clusters Score -22829.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22829.648438 Penalty: 550.953979
	Iteration 16Q: 3 clusters Score -22829.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22829.648438 Penalty: 550.953979
	Iteration 17F: 3 clusters Score -22829.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -100190.062500 Penalty: 323.832855
	Iteration 0F: 2 clusters Score -100190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99244.835938 Penalty: 647.665710
	Iteration 0F: 3 clusters Score -99244.84 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99508.226562 Penalty: 647.665710
	Iteration 1F: 3 clusters Score -99508.23 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99561.937500 Penalty: 647.665710
	Iteration 2F: 3 clusters Score -99561.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -99608.851562 Penalty: 647.665710
	Iteration 3Q: 3 clusters Score -99608.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99637.000000 Penalty: 647.665710
	Iteration 4F: 3 clusters Score -99637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99658.554688 Penalty: 647.665710
	Iteration 5Q: 3 clusters Score -99658.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99677.414062 Penalty: 647.665710
	Iteration 6Q: 3 clusters Score -99677.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99693.382812 Penalty: 647.665710
	Iteration 7Q: 3 clusters Score -99693.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99713.164062 Penalty: 647.665710
	Iteration 8Q: 3 clusters Score -99713.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99744.843750 Penalty: 647.665710
	Iteration 9Q: 3 clusters Score -99744.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99778.656250 Penalty: 647.665710
	Iteration 10Q: 3 clusters Score -99778.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99811.929688 Penalty: 647.665710
	Iteration 11Q: 3 clusters Score -99811.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99832.867188 Penalty: 647.665710
	Iteration 12Q: 3 clusters Score -99832.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99843.679688 Penalty: 647.665710
	Iteration 13Q: 3 clusters Score -99843.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99852.351562 Penalty: 647.665710
	Iteration 14Q: 3 clusters Score -99852.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99862.164062 Penalty: 647.665710
	Iteration 15Q: 3 clusters Score -99862.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99869.898438 Penalty: 647.665710
	Iteration 16Q: 3 clusters Score -99869.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99876.375000 Penalty: 647.665710
	Iteration 17Q: 3 clusters Score -99876.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99881.898438 Penalty: 647.665710
	Iteration 18Q: 3 clusters Score -99881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -99887.578125 Penalty: 647.665710
	Iteration 19Q: 3 clusters Score -99887.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99890.375000 Penalty: 647.665710
	Iteration 20F: 3 clusters Score -99890.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99893.929688 Penalty: 647.665710
	Iteration 21Q: 3 clusters Score -99893.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99898.843750 Penalty: 647.665710
	Iteration 22Q: 3 clusters Score -99898.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99900.671875 Penalty: 647.665710
	Iteration 23Q: 3 clusters Score -99900.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99902.109375 Penalty: 647.665710
	Iteration 24Q: 3 clusters Score -99902.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99902.953125 Penalty: 647.665710
	Iteration 25Q: 3 clusters Score -99902.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99905.460938 Penalty: 647.665710
	Iteration 26Q: 3 clusters Score -99905.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99907.179688 Penalty: 647.665710
	Iteration 27Q: 3 clusters Score -99907.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99912.992188 Penalty: 647.665710
	Iteration 28Q: 3 clusters Score -99912.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -99921.132812 Penalty: 647.665710
	Iteration 29Q: 3 clusters Score -99921.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99933.515625 Penalty: 647.665710
	Iteration 30Q: 3 clusters Score -99933.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99944.984375 Penalty: 647.665710
	Iteration 31Q: 3 clusters Score -99944.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -99955.343750 Penalty: 647.665710
	Iteration 32Q: 3 clusters Score -99955.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99964.125000 Penalty: 647.665710
	Iteration 33Q: 3 clusters Score -99964.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99971.203125 Penalty: 647.665710
	Iteration 34Q: 3 clusters Score -99971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99975.296875 Penalty: 647.665710
	Iteration 35Q: 3 clusters Score -99975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99977.437500 Penalty: 647.665710
	Iteration 36Q: 3 clusters Score -99977.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -99980.109375 Penalty: 647.665710
	Iteration 37Q: 3 clusters Score -99980.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -99983.992188 Penalty: 647.665710
	Iteration 38Q: 3 clusters Score -99983.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -99991.210938 Penalty: 647.665710
	Iteration 39Q: 3 clusters Score -99991.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -99995.593750 Penalty: 647.665710
	Iteration 40F: 3 clusters Score -99995.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -99996.687500 Penalty: 647.665710
	Iteration 41Q: 3 clusters Score -99996.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -99997.484375 Penalty: 647.665710
	Iteration 42Q: 3 clusters Score -99997.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -100000.210938 Penalty: 647.665710
	Iteration 43Q: 3 clusters Score -100000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -100002.906250 Penalty: 647.665710
	Iteration 44Q: 3 clusters Score -100002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -100004.015625 Penalty: 647.665710
	Iteration 45Q: 3 clusters Score -100004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -100004.562500 Penalty: 647.665710
	Iteration 46Q: 3 clusters Score -100004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -100004.703125 Penalty: 647.665710
	Iteration 47Q: 3 clusters Score -100004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -100004.898438 Penalty: 647.665710
	Iteration 48Q: 3 clusters Score -100004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -100004.898438 Penalty: 647.665710
	Iteration 49F: 3 clusters Score -100004.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -3664.199463 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -3664.199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3478.810303 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -3478.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3507.359863 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -3507.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3513.110840 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -3513.111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3514.935791 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -3514.936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3518.386475 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -3518.386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3521.772949 Penalty: 409.482697
	Iteration 5Q: 3 clusters Score -3521.773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3523.796143 Penalty: 409.482697
	Iteration 6Q: 3 clusters Score -3523.796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3525.586914 Penalty: 409.482697
	Iteration 7Q: 3 clusters Score -3525.587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3525.586914 Penalty: 409.482697
	Iteration 8F: 3 clusters Score -3525.587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -24242.722656 Penalty: 275.902222
	Iteration 0F: 2 clusters Score -24242.72 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 222 members 
Entering Unmasked Estep 
Score: -23793.302734 Penalty: 551.804443
	Iteration 0F: 3 clusters Score -23793.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23911.841797 Penalty: 551.804443
	Iteration 1F: 3 clusters Score -23911.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23949.578125 Penalty: 551.804443
	Iteration 2F: 3 clusters Score -23949.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23977.904297 Penalty: 551.804443
	Iteration 3F: 3 clusters Score -23977.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23993.335938 Penalty: 551.804443
	Iteration 4Q: 3 clusters Score -23993.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24006.425781 Penalty: 551.804443
	Iteration 5Q: 3 clusters Score -24006.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24020.105469 Penalty: 551.804443
	Iteration 6Q: 3 clusters Score -24020.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24038.525391 Penalty: 551.804443
	Iteration 7Q: 3 clusters Score -24038.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24048.599609 Penalty: 551.804443
	Iteration 8Q: 3 clusters Score -24048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24051.707031 Penalty: 551.804443
	Iteration 9Q: 3 clusters Score -24051.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24054.535156 Penalty: 551.804443
	Iteration 10Q: 3 clusters Score -24054.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24055.177734 Penalty: 551.804443
	Iteration 11Q: 3 clusters Score -24055.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24056.222656 Penalty: 551.804443
	Iteration 12Q: 3 clusters Score -24056.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24056.888672 Penalty: 551.804443
	Iteration 13Q: 3 clusters Score -24056.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24056.888672 Penalty: 551.804443
	Iteration 14F: 3 clusters Score -24056.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -60364.140625 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -60364.14 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 504 members 
Entering Unmasked Estep 
Score: -59523.179688 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -59523.18 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59771.093750 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -59771.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59803.035156 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -59803.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -59824.421875 Penalty: 629.150085
	Iteration 3Q: 3 clusters Score -59824.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59839.437500 Penalty: 629.150085
	Iteration 4Q: 3 clusters Score -59839.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59852.160156 Penalty: 629.150085
	Iteration 5Q: 3 clusters Score -59852.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -59862.621094 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -59862.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -59875.250000 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -59875.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59885.500000 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -59885.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -59894.152344 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -59894.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59904.824219 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -59904.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -59919.761719 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -59919.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -59932.789062 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -59932.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -59941.312500 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -59941.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -59953.019531 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -59953.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -59964.718750 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -59964.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -59977.222656 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -59977.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59985.171875 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -59985.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -59992.421875 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -59992.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -60000.828125 Penalty: 629.150085
	Iteration 19Q: 3 clusters Score -60000.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -60006.031250 Penalty: 629.150085
	Iteration 20F: 3 clusters Score -60006.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60013.570312 Penalty: 629.150085
	Iteration 21Q: 3 clusters Score -60013.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -60020.289062 Penalty: 629.150085
	Iteration 22Q: 3 clusters Score -60020.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -60029.441406 Penalty: 629.150085
	Iteration 23Q: 3 clusters Score -60029.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -60034.617188 Penalty: 629.150085
	Iteration 24Q: 3 clusters Score -60034.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -60044.390625 Penalty: 629.150085
	Iteration 25Q: 3 clusters Score -60044.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -60049.839844 Penalty: 629.150085
	Iteration 26Q: 3 clusters Score -60049.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -60052.984375 Penalty: 629.150085
	Iteration 27Q: 3 clusters Score -60052.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -60058.738281 Penalty: 629.150085
	Iteration 28Q: 3 clusters Score -60058.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -60064.828125 Penalty: 629.150085
	Iteration 29Q: 3 clusters Score -60064.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -60067.679688 Penalty: 629.150085
	Iteration 30Q: 3 clusters Score -60067.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -60068.128906 Penalty: 629.150085
	Iteration 31Q: 3 clusters Score -60068.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -60069.273438 Penalty: 629.150085
	Iteration 32Q: 3 clusters Score -60069.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -60070.230469 Penalty: 629.150085
	Iteration 33Q: 3 clusters Score -60070.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -60071.593750 Penalty: 629.150085
	Iteration 34Q: 3 clusters Score -60071.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -60072.617188 Penalty: 629.150085
	Iteration 35Q: 3 clusters Score -60072.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -60073.101562 Penalty: 629.150085
	Iteration 36Q: 3 clusters Score -60073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -60073.601562 Penalty: 629.150085
	Iteration 37Q: 3 clusters Score -60073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -60075.121094 Penalty: 629.150085
	Iteration 38Q: 3 clusters Score -60075.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -60075.921875 Penalty: 629.150085
	Iteration 39Q: 3 clusters Score -60075.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -60078.886719 Penalty: 629.150085
	Iteration 40F: 3 clusters Score -60078.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -60081.191406 Penalty: 629.150085
	Iteration 41Q: 3 clusters Score -60081.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -60082.144531 Penalty: 629.150085
	Iteration 42Q: 3 clusters Score -60082.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -60083.324219 Penalty: 629.150085
	Iteration 43Q: 3 clusters Score -60083.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -60083.804688 Penalty: 629.150085
	Iteration 44Q: 3 clusters Score -60083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60083.941406 Penalty: 629.150085
	Iteration 45Q: 3 clusters Score -60083.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60083.941406 Penalty: 629.150085
	Iteration 46F: 3 clusters Score -60083.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -9776.348633 Penalty: 236.782303
	Iteration 0F: 2 clusters Score -9776.349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9508.186523 Penalty: 473.564606
	Iteration 0F: 3 clusters Score -9508.187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9583.963867 Penalty: 473.564606
	Iteration 1F: 3 clusters Score -9583.964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9607.398438 Penalty: 473.564606
	Iteration 2F: 3 clusters Score -9607.398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9613.143555 Penalty: 473.564606
	Iteration 3Q: 3 clusters Score -9613.144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9615.960938 Penalty: 473.564606
	Iteration 4Q: 3 clusters Score -9615.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9616.885742 Penalty: 473.564606
	Iteration 5Q: 3 clusters Score -9616.886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9617.647461 Penalty: 473.564606
	Iteration 6Q: 3 clusters Score -9617.647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9620.277344 Penalty: 473.564606
	Iteration 7Q: 3 clusters Score -9620.277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9623.669922 Penalty: 473.564606
	Iteration 8Q: 3 clusters Score -9623.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9624.429688 Penalty: 473.564606
	Iteration 9Q: 3 clusters Score -9624.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9624.429688 Penalty: 473.564606
	Iteration 10F: 3 clusters Score -9624.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Entering Unmasked Estep 
Score: -2823.611816 Penalty: 180.648285
	Iteration 0F: 2 clusters Score -2823.612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2664.324707 Penalty: 361.296570
	Iteration 0F: 3 clusters Score -2664.325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -2703.168945 Penalty: 361.296570
	Iteration 1F: 3 clusters Score -2703.169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -10146.671875 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -10146.67 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 79 members 
Entering Unmasked Estep 
Score: -9913.916992 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -9913.917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9997.711914 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -9997.712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10022.569336 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -10022.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -10028.890625 Penalty: 471.542328
	Iteration 3Q: 3 clusters Score -10028.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10031.453125 Penalty: 471.542328
	Iteration 4Q: 3 clusters Score -10031.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -10036.569336 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -10036.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10039.404297 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -10039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -10039.404297 Penalty: 471.542328
	Iteration 7F: 3 clusters Score -10039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -42983.195312 Penalty: 303.172546
	Iteration 0F: 2 clusters Score -42983.2 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 381 members 
Entering Unmasked Estep 
Score: -42338.179688 Penalty: 606.345093
	Iteration 0F: 3 clusters Score -42338.18 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42571.507812 Penalty: 606.345093
	Iteration 1F: 3 clusters Score -42571.51 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -42639.789062 Penalty: 606.345093
	Iteration 2F: 3 clusters Score -42639.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42672.019531 Penalty: 606.345093
	Iteration 3F: 3 clusters Score -42672.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42695.601562 Penalty: 606.345093
	Iteration 4Q: 3 clusters Score -42695.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42714.183594 Penalty: 606.345093
	Iteration 5Q: 3 clusters Score -42714.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42728.457031 Penalty: 606.345093
	Iteration 6Q: 3 clusters Score -42728.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42740.285156 Penalty: 606.345093
	Iteration 7Q: 3 clusters Score -42740.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42747.261719 Penalty: 606.345093
	Iteration 8Q: 3 clusters Score -42747.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42748.117188 Penalty: 606.345093
	Iteration 9Q: 3 clusters Score -42748.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42748.902344 Penalty: 606.345093
	Iteration 10Q: 3 clusters Score -42748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42751.390625 Penalty: 606.345093
	Iteration 11Q: 3 clusters Score -42751.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42753.906250 Penalty: 606.345093
	Iteration 12Q: 3 clusters Score -42753.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42760.425781 Penalty: 606.345093
	Iteration 13Q: 3 clusters Score -42760.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42764.234375 Penalty: 606.345093
	Iteration 14Q: 3 clusters Score -42764.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42767.414062 Penalty: 606.345093
	Iteration 15Q: 3 clusters Score -42767.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42768.082031 Penalty: 606.345093
	Iteration 16Q: 3 clusters Score -42768.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42769.042969 Penalty: 606.345093
	Iteration 17Q: 3 clusters Score -42769.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42770.382812 Penalty: 606.345093
	Iteration 18Q: 3 clusters Score -42770.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42775.007812 Penalty: 606.345093
	Iteration 19Q: 3 clusters Score -42775.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42776.671875 Penalty: 606.345093
	Iteration 20F: 3 clusters Score -42776.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42777.425781 Penalty: 606.345093
	Iteration 21Q: 3 clusters Score -42777.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42777.792969 Penalty: 606.345093
	Iteration 22Q: 3 clusters Score -42777.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42777.792969 Penalty: 606.345093
	Iteration 23F: 3 clusters Score -42777.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -38682.675781 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -38682.68 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 379 members 
Entering Unmasked Estep 
Score: -38078.113281 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -38078.11 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38262.328125 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -38262.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -38304.062500 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -38304.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -38324.964844 Penalty: 595.495972
	Iteration 3Q: 3 clusters Score -38324.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -38333.191406 Penalty: 595.495972
	Iteration 4Q: 3 clusters Score -38333.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -38339.421875 Penalty: 595.495972
	Iteration 5Q: 3 clusters Score -38339.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -38347.031250 Penalty: 595.495972
	Iteration 6Q: 3 clusters Score -38347.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -38350.773438 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -38350.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -38357.558594 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -38357.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -38365.585938 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -38365.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38378.550781 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -38378.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38400.289062 Penalty: 595.495972
	Iteration 11Q: 3 clusters Score -38400.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -38412.265625 Penalty: 595.495972
	Iteration 12Q: 3 clusters Score -38412.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -38421.179688 Penalty: 595.495972
	Iteration 13Q: 3 clusters Score -38421.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -38425.144531 Penalty: 595.495972
	Iteration 14Q: 3 clusters Score -38425.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38429.605469 Penalty: 595.495972
	Iteration 15Q: 3 clusters Score -38429.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -38439.968750 Penalty: 595.495972
	Iteration 16Q: 3 clusters Score -38439.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -38452.867188 Penalty: 595.495972
	Iteration 17Q: 3 clusters Score -38452.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -38470.085938 Penalty: 595.495972
	Iteration 18Q: 3 clusters Score -38470.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -38475.765625 Penalty: 595.495972
	Iteration 19Q: 3 clusters Score -38475.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -38479.496094 Penalty: 595.495972
	Iteration 20F: 3 clusters Score -38479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -38487.187500 Penalty: 595.495972
	Iteration 21Q: 3 clusters Score -38487.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -38490.128906 Penalty: 595.495972
	Iteration 22Q: 3 clusters Score -38490.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -38493.136719 Penalty: 595.495972
	Iteration 23Q: 3 clusters Score -38493.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -38494.539062 Penalty: 595.495972
	Iteration 24Q: 3 clusters Score -38494.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -38494.917969 Penalty: 595.495972
	Iteration 25Q: 3 clusters Score -38494.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -38496.207031 Penalty: 595.495972
	Iteration 26Q: 3 clusters Score -38496.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -38498.886719 Penalty: 595.495972
	Iteration 27Q: 3 clusters Score -38498.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -38501.054688 Penalty: 595.495972
	Iteration 28Q: 3 clusters Score -38501.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -38501.054688 Penalty: 595.495972
	Iteration 29F: 3 clusters Score -38501.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -146003.796875 Penalty: 354.683197
	Iteration 0F: 2 clusters Score -146003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -144315.296875 Penalty: 709.366394
	Iteration 0F: 3 clusters Score -144315.3 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -144893.640625 Penalty: 709.366394
	Iteration 1F: 3 clusters Score -144893.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -144961.546875 Penalty: 709.366394
	Iteration 2F: 3 clusters Score -144961.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -145015.296875 Penalty: 709.366394
	Iteration 3Q: 3 clusters Score -145015.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -145084.500000 Penalty: 709.366394
	Iteration 4F: 3 clusters Score -145084.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -145167.125000 Penalty: 709.366394
	Iteration 5F: 3 clusters Score -145167.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -145278.000000 Penalty: 709.366394
	Iteration 6F: 3 clusters Score -145278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -145403.468750 Penalty: 709.366394
	Iteration 7F: 3 clusters Score -145403.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -145512.921875 Penalty: 709.366394
	Iteration 8F: 3 clusters Score -145512.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -145583.343750 Penalty: 709.366394
	Iteration 9Q: 3 clusters Score -145583.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -145635.171875 Penalty: 709.366394
	Iteration 10Q: 3 clusters Score -145635.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -145681.312500 Penalty: 709.366394
	Iteration 11Q: 3 clusters Score -145681.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -145711.703125 Penalty: 709.366394
	Iteration 12Q: 3 clusters Score -145711.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -145725.531250 Penalty: 709.366394
	Iteration 13Q: 3 clusters Score -145725.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -145730.781250 Penalty: 709.366394
	Iteration 14Q: 3 clusters Score -145730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -145735.375000 Penalty: 709.366394
	Iteration 15Q: 3 clusters Score -145735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -145737.328125 Penalty: 709.366394
	Iteration 16Q: 3 clusters Score -145737.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -145737.328125 Penalty: 709.366394
	Iteration 17F: 3 clusters Score -145737.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -32714.230469 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -32714.23 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 320 members 
Entering Unmasked Estep 
Score: -32137.152344 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -32137.15 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32329.705078 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -32329.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32365.423828 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -32365.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -32388.865234 Penalty: 584.957581
	Iteration 3Q: 3 clusters Score -32388.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -32413.746094 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -32413.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32444.095703 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -32444.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32470.109375 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -32470.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32492.646484 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -32492.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32515.458984 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -32515.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32534.291016 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -32534.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32548.625000 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -32548.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32560.128906 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -32560.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -32573.923828 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -32573.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -32587.970703 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -32587.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -32593.152344 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -32593.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32599.310547 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -32599.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32605.601562 Penalty: 584.957581
	Iteration 16Q: 3 clusters Score -32605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32607.453125 Penalty: 584.957581
	Iteration 17Q: 3 clusters Score -32607.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -32608.314453 Penalty: 584.957581
	Iteration 18Q: 3 clusters Score -32608.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -32608.314453 Penalty: 584.957581
	Iteration 19F: 3 clusters Score -32608.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -10833.542969 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -10833.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10553.401367 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -10553.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10658.578125 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -10658.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10674.269531 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -10674.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10687.233398 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -10687.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10697.607422 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -10697.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10707.412109 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -10707.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10715.722656 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -10715.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10721.640625 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -10721.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10730.318359 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -10730.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10732.903320 Penalty: 492.052612
	Iteration 9Q: 3 clusters Score -10732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10733.742188 Penalty: 492.052612
	Iteration 10Q: 3 clusters Score -10733.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10734.596680 Penalty: 492.052612
	Iteration 11Q: 3 clusters Score -10734.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10744.316406 Penalty: 492.052612
	Iteration 12Q: 3 clusters Score -10744.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10750.597656 Penalty: 492.052612
	Iteration 13Q: 3 clusters Score -10750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10752.834961 Penalty: 492.052612
	Iteration 14Q: 3 clusters Score -10752.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10761.329102 Penalty: 492.052612
	Iteration 15Q: 3 clusters Score -10761.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10767.992188 Penalty: 492.052612
	Iteration 16Q: 3 clusters Score -10767.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10767.992188 Penalty: 492.052612
	Iteration 17F: 3 clusters Score -10767.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Entering Unmasked Estep 
Score: -3370.814941 Penalty: 184.750153
	Iteration 0F: 2 clusters Score -3370.815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3251.323730 Penalty: 369.500305
	Iteration 0F: 3 clusters Score -3251.324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3284.016846 Penalty: 369.500305
	Iteration 1F: 3 clusters Score -3284.017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -3295.202881 Penalty: 369.500305
	Iteration 2Q: 3 clusters Score -3295.203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -3295.202881 Penalty: 369.500305
	Iteration 3F: 3 clusters Score -3295.203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -33298.398438 Penalty: 285.587280
	Iteration 0F: 2 clusters Score -33298.4 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 271 members 
Entering Unmasked Estep 
Score: -32776.484375 Penalty: 571.174561
	Iteration 0F: 3 clusters Score -32776.48 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32910.851562 Penalty: 571.174561
	Iteration 1F: 3 clusters Score -32910.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32941.808594 Penalty: 571.174561
	Iteration 2F: 3 clusters Score -32941.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32966.132812 Penalty: 571.174561
	Iteration 3Q: 3 clusters Score -32966.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32990.386719 Penalty: 571.174561
	Iteration 4Q: 3 clusters Score -32990.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33014.578125 Penalty: 571.174561
	Iteration 5Q: 3 clusters Score -33014.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33032.468750 Penalty: 571.174561
	Iteration 6Q: 3 clusters Score -33032.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33038.210938 Penalty: 571.174561
	Iteration 7Q: 3 clusters Score -33038.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33044.628906 Penalty: 571.174561
	Iteration 8Q: 3 clusters Score -33044.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33050.402344 Penalty: 571.174561
	Iteration 9Q: 3 clusters Score -33050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33052.210938 Penalty: 571.174561
	Iteration 10Q: 3 clusters Score -33052.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33054.339844 Penalty: 571.174561
	Iteration 11Q: 3 clusters Score -33054.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33055.503906 Penalty: 571.174561
	Iteration 12Q: 3 clusters Score -33055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33055.640625 Penalty: 571.174561
	Iteration 13Q: 3 clusters Score -33055.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33055.640625 Penalty: 571.174561
	Iteration 14F: 3 clusters Score -33055.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -19487.888672 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -19487.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19082.378906 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -19082.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19167.130859 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -19167.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19223.988281 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -19223.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19244.455078 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -19244.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19253.878906 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -19253.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19270.320312 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -19270.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19280.787109 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -19280.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19289.648438 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -19289.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19301.142578 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -19301.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19313.193359 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -19313.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19319.042969 Penalty: 535.635498
	Iteration 10Q: 3 clusters Score -19319.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19325.001953 Penalty: 535.635498
	Iteration 11Q: 3 clusters Score -19325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19326.341797 Penalty: 535.635498
	Iteration 12Q: 3 clusters Score -19326.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19330.498047 Penalty: 535.635498
	Iteration 13Q: 3 clusters Score -19330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19332.062500 Penalty: 535.635498
	Iteration 14Q: 3 clusters Score -19332.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19333.048828 Penalty: 535.635498
	Iteration 15Q: 3 clusters Score -19333.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -19334.652344 Penalty: 535.635498
	Iteration 16Q: 3 clusters Score -19334.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -19335.058594 Penalty: 535.635498
	Iteration 17Q: 3 clusters Score -19335.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -19335.058594 Penalty: 535.635498
	Iteration 18F: 3 clusters Score -19335.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -7758.340332 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -7758.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7538.633301 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -7538.633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7624.061035 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -7624.061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7658.435059 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -7658.435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7670.992676 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -7670.993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7673.259277 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -7673.259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7673.259277 Penalty: 440.101654
	Iteration 5F: 3 clusters Score -7673.259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -34416.367188 Penalty: 286.685760
	Iteration 0F: 2 clusters Score -34416.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33899.125000 Penalty: 573.371521
	Iteration 0F: 3 clusters Score -33899.12 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34065.921875 Penalty: 573.371521
	Iteration 1F: 3 clusters Score -34065.92 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34142.996094 Penalty: 573.371521
	Iteration 2F: 3 clusters Score -34143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -34177.359375 Penalty: 573.371521
	Iteration 3F: 3 clusters Score -34177.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -34206.007812 Penalty: 573.371521
	Iteration 4F: 3 clusters Score -34206.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34224.351562 Penalty: 573.371521
	Iteration 5Q: 3 clusters Score -34224.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -34241.480469 Penalty: 573.371521
	Iteration 6Q: 3 clusters Score -34241.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34259.742188 Penalty: 573.371521
	Iteration 7Q: 3 clusters Score -34259.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34273.546875 Penalty: 573.371521
	Iteration 8Q: 3 clusters Score -34273.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -34289.363281 Penalty: 573.371521
	Iteration 9Q: 3 clusters Score -34289.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -34301.480469 Penalty: 573.371521
	Iteration 10Q: 3 clusters Score -34301.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -34304.167969 Penalty: 573.371521
	Iteration 11Q: 3 clusters Score -34304.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34307.800781 Penalty: 573.371521
	Iteration 12Q: 3 clusters Score -34307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -34308.734375 Penalty: 573.371521
	Iteration 13Q: 3 clusters Score -34308.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34311.011719 Penalty: 573.371521
	Iteration 14Q: 3 clusters Score -34311.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -34311.011719 Penalty: 573.371521
	Iteration 15F: 3 clusters Score -34311.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -4888.329102 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -4888.329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4696.327148 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -4696.327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4726.750977 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -4726.751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4744.789062 Penalty: 415.355682
	Iteration 2Q: 3 clusters Score -4744.789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4746.570312 Penalty: 415.355682
	Iteration 3Q: 3 clusters Score -4746.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4748.055176 Penalty: 415.355682
	Iteration 4Q: 3 clusters Score -4748.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4748.644043 Penalty: 415.355682
	Iteration 5Q: 3 clusters Score -4748.644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4748.644043 Penalty: 415.355682
	Iteration 6F: 3 clusters Score -4748.644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Entering Unmasked Estep 
Score: -217655.765625 Penalty: 369.419067
	Iteration 0F: 2 clusters Score -217655.8 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 1686 members 
Entering Unmasked Estep 
Score: -215330.968750 Penalty: 738.838135
	Iteration 0F: 3 clusters Score -215331 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -216134.171875 Penalty: 738.838135
	Iteration 1F: 3 clusters Score -216134.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -216229.125000 Penalty: 738.838135
	Iteration 2F: 3 clusters Score -216229.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -216320.531250 Penalty: 738.838135
	Iteration 3F: 3 clusters Score -216320.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -216431.062500 Penalty: 738.838135
	Iteration 4F: 3 clusters Score -216431.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -216567.031250 Penalty: 738.838135
	Iteration 5F: 3 clusters Score -216567 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -216736.687500 Penalty: 738.838135
	Iteration 6F: 3 clusters Score -216736.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -216919.015625 Penalty: 738.838135
	Iteration 7F: 3 clusters Score -216919 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -217100.078125 Penalty: 738.838135
	Iteration 8F: 3 clusters Score -217100.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -217217.187500 Penalty: 738.838135
	Iteration 9Q: 3 clusters Score -217217.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -217266.843750 Penalty: 738.838135
	Iteration 10Q: 3 clusters Score -217266.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -217286.765625 Penalty: 738.838135
	Iteration 11Q: 3 clusters Score -217286.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -217293.515625 Penalty: 738.838135
	Iteration 12Q: 3 clusters Score -217293.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -217298.265625 Penalty: 738.838135
	Iteration 13Q: 3 clusters Score -217298.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -217301.500000 Penalty: 738.838135
	Iteration 14Q: 3 clusters Score -217301.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -217305.562500 Penalty: 738.838135
	Iteration 15Q: 3 clusters Score -217305.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -217309.828125 Penalty: 738.838135
	Iteration 16Q: 3 clusters Score -217309.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -217313.296875 Penalty: 738.838135
	Iteration 17Q: 3 clusters Score -217313.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -217316.921875 Penalty: 738.838135
	Iteration 18Q: 3 clusters Score -217316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -217318.718750 Penalty: 738.838135
	Iteration 19Q: 3 clusters Score -217318.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -217321.671875 Penalty: 738.838135
	Iteration 20F: 3 clusters Score -217321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -217323.281250 Penalty: 738.838135
	Iteration 21Q: 3 clusters Score -217323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -217323.375000 Penalty: 738.838135
	Iteration 22Q: 3 clusters Score -217323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -217323.437500 Penalty: 738.838135
	Iteration 23Q: 3 clusters Score -217323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -217323.437500 Penalty: 738.838135
	Iteration 24F: 3 clusters Score -217323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -10038.429688 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -10038.43 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 101 members 
Entering Unmasked Estep 
Score: -9740.189453 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -9740.189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9788.154297 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -9788.154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9813.182617 Penalty: 479.375092
	Iteration 2F: 3 clusters Score -9813.183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9839.833984 Penalty: 479.375092
	Iteration 3F: 3 clusters Score -9839.834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9851.616211 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -9851.616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9864.768555 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -9864.769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9870.690430 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -9870.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9872.245117 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -9872.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9873.159180 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -9873.159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9873.159180 Penalty: 479.375092
	Iteration 9F: 3 clusters Score -9873.159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Entering Unmasked Estep 
Score: -1428054.625000 Penalty: 455.361145
	Iteration 0F: 2 clusters Score -1428055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1413166.000000 Penalty: 910.722290
	Iteration 0F: 3 clusters Score -1413166 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1419629.125000 Penalty: 910.722290
	Iteration 1F: 3 clusters Score -1419629 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1420339.750000 Penalty: 910.722290
	Iteration 2F: 3 clusters Score -1420340 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1421463.625000 Penalty: 910.722290
	Iteration 3F: 3 clusters Score -1421464 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1422868.750000 Penalty: 910.722290
	Iteration 4F: 3 clusters Score -1422869 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1423929.875000 Penalty: 910.722290
	Iteration 5F: 3 clusters Score -1423930 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1424405.000000 Penalty: 910.722290
	Iteration 6Q: 3 clusters Score -1424405 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1424605.000000 Penalty: 910.722290
	Iteration 7Q: 3 clusters Score -1424605 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1424702.750000 Penalty: 910.722290
	Iteration 8Q: 3 clusters Score -1424703 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1424791.875000 Penalty: 910.722290
	Iteration 9Q: 3 clusters Score -1424792 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1424874.750000 Penalty: 910.722290
	Iteration 10Q: 3 clusters Score -1424875 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1424961.625000 Penalty: 910.722290
	Iteration 11Q: 3 clusters Score -1424962 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1425054.500000 Penalty: 910.722290
	Iteration 12Q: 3 clusters Score -1425054 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1425148.875000 Penalty: 910.722290
	Iteration 13Q: 3 clusters Score -1425149 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1425251.250000 Penalty: 910.722290
	Iteration 14Q: 3 clusters Score -1425251 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1425331.750000 Penalty: 910.722290
	Iteration 15Q: 3 clusters Score -1425332 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1425408.500000 Penalty: 910.722290
	Iteration 16Q: 3 clusters Score -1425408 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1425491.125000 Penalty: 910.722290
	Iteration 17Q: 3 clusters Score -1425491 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1425559.250000 Penalty: 910.722290
	Iteration 18Q: 3 clusters Score -1425559 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1425626.375000 Penalty: 910.722290
	Iteration 19Q: 3 clusters Score -1425626 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1425687.500000 Penalty: 910.722290
	Iteration 20F: 3 clusters Score -1425688 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1425735.500000 Penalty: 910.722290
	Iteration 21Q: 3 clusters Score -1425736 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1425785.500000 Penalty: 910.722290
	Iteration 22Q: 3 clusters Score -1425786 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1425827.625000 Penalty: 910.722290
	Iteration 23Q: 3 clusters Score -1425828 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1425857.500000 Penalty: 910.722290
	Iteration 24Q: 3 clusters Score -1425858 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1425911.125000 Penalty: 910.722290
	Iteration 25Q: 3 clusters Score -1425911 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1425934.375000 Penalty: 910.722290
	Iteration 26Q: 3 clusters Score -1425934 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1425975.625000 Penalty: 910.722290
	Iteration 27Q: 3 clusters Score -1425976 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1426008.250000 Penalty: 910.722290
	Iteration 28Q: 3 clusters Score -1426008 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1426054.625000 Penalty: 910.722290
	Iteration 29Q: 3 clusters Score -1426055 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1426105.875000 Penalty: 910.722290
	Iteration 30Q: 3 clusters Score -1426106 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1426143.125000 Penalty: 910.722290
	Iteration 31Q: 3 clusters Score -1426143 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1426183.625000 Penalty: 910.722290
	Iteration 32Q: 3 clusters Score -1426184 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1426217.875000 Penalty: 910.722290
	Iteration 33Q: 3 clusters Score -1426218 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1426250.875000 Penalty: 910.722290
	Iteration 34Q: 3 clusters Score -1426251 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1426287.625000 Penalty: 910.722290
	Iteration 35Q: 3 clusters Score -1426288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1426318.750000 Penalty: 910.722290
	Iteration 36Q: 3 clusters Score -1426319 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1426343.625000 Penalty: 910.722290
	Iteration 37Q: 3 clusters Score -1426344 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1426370.000000 Penalty: 910.722290
	Iteration 38Q: 3 clusters Score -1426370 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1426397.875000 Penalty: 910.722290
	Iteration 39Q: 3 clusters Score -1426398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1426433.000000 Penalty: 910.722290
	Iteration 40F: 3 clusters Score -1426433 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1426465.625000 Penalty: 910.722290
	Iteration 41Q: 3 clusters Score -1426466 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1426493.500000 Penalty: 910.722290
	Iteration 42Q: 3 clusters Score -1426494 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1426533.750000 Penalty: 910.722290
	Iteration 43Q: 3 clusters Score -1426534 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1426563.625000 Penalty: 910.722290
	Iteration 44Q: 3 clusters Score -1426564 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1426604.375000 Penalty: 910.722290
	Iteration 45Q: 3 clusters Score -1426604 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1426644.000000 Penalty: 910.722290
	Iteration 46Q: 3 clusters Score -1426644 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1426677.625000 Penalty: 910.722290
	Iteration 47Q: 3 clusters Score -1426678 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1426715.875000 Penalty: 910.722290
	Iteration 48Q: 3 clusters Score -1426716 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1426762.250000 Penalty: 910.722290
	Iteration 49Q: 3 clusters Score -1426762 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1426800.750000 Penalty: 910.722290
	Iteration 50Q: 3 clusters Score -1426801 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1426844.375000 Penalty: 910.722290
	Iteration 51Q: 3 clusters Score -1426844 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1426894.750000 Penalty: 910.722290
	Iteration 52Q: 3 clusters Score -1426895 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1426939.750000 Penalty: 910.722290
	Iteration 53Q: 3 clusters Score -1426940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1426984.500000 Penalty: 910.722290
	Iteration 54Q: 3 clusters Score -1426984 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1427039.375000 Penalty: 910.722290
	Iteration 55Q: 3 clusters Score -1427039 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1427093.000000 Penalty: 910.722290
	Iteration 56Q: 3 clusters Score -1427093 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1427140.500000 Penalty: 910.722290
	Iteration 57Q: 3 clusters Score -1427140 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1427188.500000 Penalty: 910.722290
	Iteration 58Q: 3 clusters Score -1427188 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -1427251.125000 Penalty: 910.722290
	Iteration 59Q: 3 clusters Score -1427251 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1427322.750000 Penalty: 910.722290
	Iteration 60F: 3 clusters Score -1427323 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1427387.125000 Penalty: 910.722290
	Iteration 61Q: 3 clusters Score -1427387 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -1427447.250000 Penalty: 910.722290
	Iteration 62Q: 3 clusters Score -1427447 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -1427507.000000 Penalty: 910.722290
	Iteration 63Q: 3 clusters Score -1427507 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -1427554.375000 Penalty: 910.722290
	Iteration 64Q: 3 clusters Score -1427554 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -1427601.000000 Penalty: 910.722290
	Iteration 65Q: 3 clusters Score -1427601 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1427644.250000 Penalty: 910.722290
	Iteration 66Q: 3 clusters Score -1427644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1427682.000000 Penalty: 910.722290
	Iteration 67Q: 3 clusters Score -1427682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -1427706.250000 Penalty: 910.722290
	Iteration 68Q: 3 clusters Score -1427706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -1427729.000000 Penalty: 910.722290
	Iteration 69Q: 3 clusters Score -1427729 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -1427740.625000 Penalty: 910.722290
	Iteration 70Q: 3 clusters Score -1427741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1427751.250000 Penalty: 910.722290
	Iteration 71Q: 3 clusters Score -1427751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -1427763.875000 Penalty: 910.722290
	Iteration 72Q: 3 clusters Score -1427764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -1427770.125000 Penalty: 910.722290
	Iteration 73Q: 3 clusters Score -1427770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1427780.875000 Penalty: 910.722290
	Iteration 74Q: 3 clusters Score -1427781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -1427785.625000 Penalty: 910.722290
	Iteration 75Q: 3 clusters Score -1427786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1427789.000000 Penalty: 910.722290
	Iteration 76Q: 3 clusters Score -1427789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -1427794.000000 Penalty: 910.722290
	Iteration 77Q: 3 clusters Score -1427794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1427800.625000 Penalty: 910.722290
	Iteration 78Q: 3 clusters Score -1427801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -1427804.750000 Penalty: 910.722290
	Iteration 79Q: 3 clusters Score -1427805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -1427804.375000 Penalty: 910.722290
	Iteration 80F: 3 clusters Score -1427804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1427804.500000 Penalty: 910.722290
	Iteration 81Q: 3 clusters Score -1427804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -1427806.500000 Penalty: 910.722290
	Iteration 82Q: 3 clusters Score -1427806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -1427810.500000 Penalty: 910.722290
	Iteration 83Q: 3 clusters Score -1427810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -1427810.375000 Penalty: 910.722290
	Iteration 84Q: 3 clusters Score -1427810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -1427811.625000 Penalty: 910.722290
	Iteration 85Q: 3 clusters Score -1427812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -1427813.125000 Penalty: 910.722290
	Iteration 86Q: 3 clusters Score -1427813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -1427816.125000 Penalty: 910.722290
	Iteration 87Q: 3 clusters Score -1427816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -1427813.875000 Penalty: 910.722290
	Iteration 88Q: 3 clusters Score -1427814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -1427813.750000 Penalty: 910.722290
	Iteration 89Q: 3 clusters Score -1427814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -1427816.250000 Penalty: 910.722290
	Iteration 90Q: 3 clusters Score -1427816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -1427820.125000 Penalty: 910.722290
	Iteration 91Q: 3 clusters Score -1427820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -1427820.000000 Penalty: 910.722290
	Iteration 92Q: 3 clusters Score -1427820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -1427820.250000 Penalty: 910.722290
	Iteration 93Q: 3 clusters Score -1427820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -1427822.750000 Penalty: 910.722290
	Iteration 94Q: 3 clusters Score -1427823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1427825.125000 Penalty: 910.722290
	Iteration 95Q: 3 clusters Score -1427825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -1427824.875000 Penalty: 910.722290
	Iteration 96Q: 3 clusters Score -1427825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -1427824.500000 Penalty: 910.722290
	Iteration 97Q: 3 clusters Score -1427824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -1427824.250000 Penalty: 910.722290
	Iteration 98Q: 3 clusters Score -1427824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -1427823.750000 Penalty: 910.722290
	Iteration 99Q: 3 clusters Score -1427824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -1427824.250000 Penalty: 910.722290
	Iteration 100F: 3 clusters Score -1427824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -1427823.500000 Penalty: 910.722290
	Iteration 101Q: 3 clusters Score -1427824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -1427824.125000 Penalty: 910.722290
	Iteration 102Q: 3 clusters Score -1427824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -1427823.625000 Penalty: 910.722290
	Iteration 103Q: 3 clusters Score -1427824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -1427823.625000 Penalty: 910.722290
	Iteration 104F: 3 clusters Score -1427824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -17417.785156 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -17417.79 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 127 members 
Entering Unmasked Estep 
Score: -17104.669922 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -17104.67 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17227.460938 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -17227.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17292.052734 Penalty: 512.765869
	Iteration 2F: 3 clusters Score -17292.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17300.251953 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -17300.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17304.974609 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -17304.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17308.919922 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -17308.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17319.537109 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -17319.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17327.423828 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -17327.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17335.791016 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -17335.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17344.466797 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -17344.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17357.128906 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -17357.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17359.859375 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -17359.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17359.859375 Penalty: 512.765869
	Iteration 12F: 3 clusters Score -17359.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -33144.714844 Penalty: 289.202911
	Iteration 0F: 2 clusters Score -33144.71 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 296 members 
Entering Unmasked Estep 
Score: -32635.146484 Penalty: 578.405823
	Iteration 0F: 3 clusters Score -32635.15 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32798.003906 Penalty: 578.405823
	Iteration 1F: 3 clusters Score -32798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32868.351562 Penalty: 578.405823
	Iteration 2F: 3 clusters Score -32868.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32908.339844 Penalty: 578.405823
	Iteration 3F: 3 clusters Score -32908.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32960.777344 Penalty: 578.405823
	Iteration 4F: 3 clusters Score -32960.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33032.863281 Penalty: 578.405823
	Iteration 5Q: 3 clusters Score -33032.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33114.414062 Penalty: 578.405823
	Iteration 6Q: 3 clusters Score -33114.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33157.660156 Penalty: 578.405823
	Iteration 7Q: 3 clusters Score -33157.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33170.582031 Penalty: 578.405823
	Iteration 8Q: 3 clusters Score -33170.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33175.546875 Penalty: 578.405823
	Iteration 9Q: 3 clusters Score -33175.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33177.761719 Penalty: 578.405823
	Iteration 10Q: 3 clusters Score -33177.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33177.761719 Penalty: 578.405823
	Iteration 11F: 3 clusters Score -33177.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 339 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 237 members 
Entering Unmasked Estep 
Score: -14145884.000000 Penalty: 66350.210938
Splitting cluster 32 changes total score from -14146127.000000 to -14145884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -44385.570312 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -44385.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43699.191406 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -43699.19 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43944.046875 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -43944.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44015.839844 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -44015.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44063.460938 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -44063.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44099.238281 Penalty: 609.990112
	Iteration 4F: 3 clusters Score -44099.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44125.824219 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -44125.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44152.671875 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -44152.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44166.488281 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -44166.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44173.871094 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -44173.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44177.347656 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -44177.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44177.347656 Penalty: 609.990112
	Iteration 10F: 3 clusters Score -44177.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -4219.141602 Penalty: 201.057236
	Iteration 0F: 2 clusters Score -4219.142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4032.863037 Penalty: 402.114471
	Iteration 0F: 3 clusters Score -4032.863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4061.785889 Penalty: 402.114471
	Iteration 1F: 3 clusters Score -4061.786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4064.233398 Penalty: 402.114471
	Iteration 2Q: 3 clusters Score -4064.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4064.233398 Penalty: 402.114471
	Iteration 3F: 3 clusters Score -4064.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8132.340820 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8132.341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7885.436035 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7885.436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7927.956055 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -7927.956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7939.545898 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -7939.546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7942.757324 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -7942.757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7944.572266 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -7944.572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7946.208984 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -7946.209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7947.030762 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -7947.031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7950.686523 Penalty: 446.380005
	Iteration 7Q: 3 clusters Score -7950.687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7956.336914 Penalty: 446.380005
	Iteration 8Q: 3 clusters Score -7956.337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7957.753418 Penalty: 446.380005
	Iteration 9Q: 3 clusters Score -7957.753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7959.599609 Penalty: 446.380005
	Iteration 10Q: 3 clusters Score -7959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7961.092285 Penalty: 446.380005
	Iteration 11Q: 3 clusters Score -7961.092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7962.538574 Penalty: 446.380005
	Iteration 12Q: 3 clusters Score -7962.539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7965.874023 Penalty: 446.380005
	Iteration 13Q: 3 clusters Score -7965.874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7965.874023 Penalty: 446.380005
	Iteration 14F: 3 clusters Score -7965.874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -17617.650391 Penalty: 254.389923
	Iteration 0F: 2 clusters Score -17617.65 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 141 members 
Entering Unmasked Estep 
Score: -17281.933594 Penalty: 508.779846
	Iteration 0F: 3 clusters Score -17281.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17381.333984 Penalty: 508.779846
	Iteration 1F: 3 clusters Score -17381.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17416.837891 Penalty: 508.779846
	Iteration 2F: 3 clusters Score -17416.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17428.658203 Penalty: 508.779846
	Iteration 3Q: 3 clusters Score -17428.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17435.455078 Penalty: 508.779846
	Iteration 4Q: 3 clusters Score -17435.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17442.564453 Penalty: 508.779846
	Iteration 5Q: 3 clusters Score -17442.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17450.949219 Penalty: 508.779846
	Iteration 6Q: 3 clusters Score -17450.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17456.759766 Penalty: 508.779846
	Iteration 7Q: 3 clusters Score -17456.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17458.392578 Penalty: 508.779846
	Iteration 8Q: 3 clusters Score -17458.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17458.716797 Penalty: 508.779846
	Iteration 9Q: 3 clusters Score -17458.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17458.716797 Penalty: 508.779846
	Iteration 10F: 3 clusters Score -17458.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -57665.113281 Penalty: 312.870026
	Iteration 0F: 2 clusters Score -57665.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -56865.796875 Penalty: 625.740051
	Iteration 0F: 3 clusters Score -56865.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -57130.316406 Penalty: 625.740051
	Iteration 1F: 3 clusters Score -57130.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -57173.843750 Penalty: 625.740051
	Iteration 2F: 3 clusters Score -57173.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -57204.656250 Penalty: 625.740051
	Iteration 3F: 3 clusters Score -57204.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -57226.980469 Penalty: 625.740051
	Iteration 4Q: 3 clusters Score -57226.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57242.804688 Penalty: 625.740051
	Iteration 5Q: 3 clusters Score -57242.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -57256.796875 Penalty: 625.740051
	Iteration 6Q: 3 clusters Score -57256.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -57266.703125 Penalty: 625.740051
	Iteration 7Q: 3 clusters Score -57266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -57273.570312 Penalty: 625.740051
	Iteration 8Q: 3 clusters Score -57273.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -57277.953125 Penalty: 625.740051
	Iteration 9Q: 3 clusters Score -57277.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -57280.925781 Penalty: 625.740051
	Iteration 10Q: 3 clusters Score -57280.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -57283.269531 Penalty: 625.740051
	Iteration 11Q: 3 clusters Score -57283.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57286.078125 Penalty: 625.740051
	Iteration 12Q: 3 clusters Score -57286.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57287.519531 Penalty: 625.740051
	Iteration 13Q: 3 clusters Score -57287.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57288.472656 Penalty: 625.740051
	Iteration 14Q: 3 clusters Score -57288.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57289.195312 Penalty: 625.740051
	Iteration 15Q: 3 clusters Score -57289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -57289.914062 Penalty: 625.740051
	Iteration 16Q: 3 clusters Score -57289.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -57290.621094 Penalty: 625.740051
	Iteration 17Q: 3 clusters Score -57290.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -57291.406250 Penalty: 625.740051
	Iteration 18Q: 3 clusters Score -57291.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -57291.406250 Penalty: 625.740051
	Iteration 19F: 3 clusters Score -57291.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -35036.058594 Penalty: 290.141083
	Iteration 0F: 2 clusters Score -35036.06 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 305 members 
Entering Unmasked Estep 
Score: -34511.328125 Penalty: 580.282166
	Iteration 0F: 3 clusters Score -34511.33 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34640.613281 Penalty: 580.282166
	Iteration 1F: 3 clusters Score -34640.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34667.699219 Penalty: 580.282166
	Iteration 2F: 3 clusters Score -34667.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -34692.515625 Penalty: 580.282166
	Iteration 3Q: 3 clusters Score -34692.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34705.812500 Penalty: 580.282166
	Iteration 4Q: 3 clusters Score -34705.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -34712.238281 Penalty: 580.282166
	Iteration 5Q: 3 clusters Score -34712.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -34720.265625 Penalty: 580.282166
	Iteration 6Q: 3 clusters Score -34720.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -34731.144531 Penalty: 580.282166
	Iteration 7Q: 3 clusters Score -34731.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -34735.679688 Penalty: 580.282166
	Iteration 8Q: 3 clusters Score -34735.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -34744.140625 Penalty: 580.282166
	Iteration 9Q: 3 clusters Score -34744.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -34748.636719 Penalty: 580.282166
	Iteration 10Q: 3 clusters Score -34748.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34752.753906 Penalty: 580.282166
	Iteration 11Q: 3 clusters Score -34752.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34755.445312 Penalty: 580.282166
	Iteration 12Q: 3 clusters Score -34755.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -34758.417969 Penalty: 580.282166
	Iteration 13Q: 3 clusters Score -34758.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -34762.914062 Penalty: 580.282166
	Iteration 14Q: 3 clusters Score -34762.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -34767.265625 Penalty: 580.282166
	Iteration 15Q: 3 clusters Score -34767.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -34771.468750 Penalty: 580.282166
	Iteration 16Q: 3 clusters Score -34771.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34772.855469 Penalty: 580.282166
	Iteration 17Q: 3 clusters Score -34772.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34773.839844 Penalty: 580.282166
	Iteration 18Q: 3 clusters Score -34773.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -34773.839844 Penalty: 580.282166
	Iteration 19F: 3 clusters Score -34773.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -482385.406250 Penalty: 412.592651
	Iteration 0F: 2 clusters Score -482385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -476543.000000 Penalty: 825.185303
	Iteration 0F: 3 clusters Score -476543 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -478984.968750 Penalty: 825.185303
	Iteration 1F: 3 clusters Score -478985 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -479245.968750 Penalty: 825.185303
	Iteration 2F: 3 clusters Score -479246 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -479483.187500 Penalty: 825.185303
	Iteration 3F: 3 clusters Score -479483.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -479736.968750 Penalty: 825.185303
	Iteration 4F: 3 clusters Score -479737 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -479956.406250 Penalty: 825.185303
	Iteration 5F: 3 clusters Score -479956.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -480121.062500 Penalty: 825.185303
	Iteration 6Q: 3 clusters Score -480121.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -480269.406250 Penalty: 825.185303
	Iteration 7Q: 3 clusters Score -480269.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -480405.562500 Penalty: 825.185303
	Iteration 8Q: 3 clusters Score -480405.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -480533.156250 Penalty: 825.185303
	Iteration 9Q: 3 clusters Score -480533.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -480670.750000 Penalty: 825.185303
	Iteration 10Q: 3 clusters Score -480670.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -480832.250000 Penalty: 825.185303
	Iteration 11Q: 3 clusters Score -480832.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -480992.656250 Penalty: 825.185303
	Iteration 12Q: 3 clusters Score -480992.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -481170.875000 Penalty: 825.185303
	Iteration 13Q: 3 clusters Score -481170.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -481374.093750 Penalty: 825.185303
	Iteration 14Q: 3 clusters Score -481374.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -481569.375000 Penalty: 825.185303
	Iteration 15Q: 3 clusters Score -481569.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -481732.718750 Penalty: 825.185303
	Iteration 16Q: 3 clusters Score -481732.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -481810.781250 Penalty: 825.185303
	Iteration 17Q: 3 clusters Score -481810.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -481863.468750 Penalty: 825.185303
	Iteration 18Q: 3 clusters Score -481863.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -481909.343750 Penalty: 825.185303
	Iteration 19Q: 3 clusters Score -481909.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -481932.531250 Penalty: 825.185303
	Iteration 20F: 3 clusters Score -481932.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -481945.687500 Penalty: 825.185303
	Iteration 21Q: 3 clusters Score -481945.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -481959.000000 Penalty: 825.185303
	Iteration 22Q: 3 clusters Score -481959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -481970.031250 Penalty: 825.185303
	Iteration 23Q: 3 clusters Score -481970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -481985.125000 Penalty: 825.185303
	Iteration 24Q: 3 clusters Score -481985.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -482008.218750 Penalty: 825.185303
	Iteration 25Q: 3 clusters Score -482008.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -482021.187500 Penalty: 825.185303
	Iteration 26Q: 3 clusters Score -482021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -482026.625000 Penalty: 825.185303
	Iteration 27Q: 3 clusters Score -482026.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -482030.875000 Penalty: 825.185303
	Iteration 28Q: 3 clusters Score -482030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -482033.093750 Penalty: 825.185303
	Iteration 29Q: 3 clusters Score -482033.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -482037.218750 Penalty: 825.185303
	Iteration 30Q: 3 clusters Score -482037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -482043.562500 Penalty: 825.185303
	Iteration 31Q: 3 clusters Score -482043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -482047.906250 Penalty: 825.185303
	Iteration 32Q: 3 clusters Score -482047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -482052.312500 Penalty: 825.185303
	Iteration 33Q: 3 clusters Score -482052.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -482056.437500 Penalty: 825.185303
	Iteration 34Q: 3 clusters Score -482056.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -482059.718750 Penalty: 825.185303
	Iteration 35Q: 3 clusters Score -482059.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -482063.312500 Penalty: 825.185303
	Iteration 36Q: 3 clusters Score -482063.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -482067.781250 Penalty: 825.185303
	Iteration 37Q: 3 clusters Score -482067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -482076.906250 Penalty: 825.185303
	Iteration 38Q: 3 clusters Score -482076.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -482084.187500 Penalty: 825.185303
	Iteration 39Q: 3 clusters Score -482084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -482089.093750 Penalty: 825.185303
	Iteration 40F: 3 clusters Score -482089.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -482093.281250 Penalty: 825.185303
	Iteration 41Q: 3 clusters Score -482093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -482094.593750 Penalty: 825.185303
	Iteration 42Q: 3 clusters Score -482094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -482096.187500 Penalty: 825.185303
	Iteration 43Q: 3 clusters Score -482096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -482098.468750 Penalty: 825.185303
	Iteration 44Q: 3 clusters Score -482098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -482100.781250 Penalty: 825.185303
	Iteration 45Q: 3 clusters Score -482100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -482100.968750 Penalty: 825.185303
	Iteration 46Q: 3 clusters Score -482101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -482101.375000 Penalty: 825.185303
	Iteration 47Q: 3 clusters Score -482101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -482102.093750 Penalty: 825.185303
	Iteration 48Q: 3 clusters Score -482102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -482101.468750 Penalty: 825.185303
	Iteration 49Q: 3 clusters Score -482101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -482101.468750 Penalty: 825.185303
	Iteration 50F: 3 clusters Score -482101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Entering Unmasked Estep 
Score: -5503.801270 Penalty: 212.613708
	Iteration 0F: 2 clusters Score -5503.801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5298.715332 Penalty: 425.227417
	Iteration 0F: 3 clusters Score -5298.715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5342.474121 Penalty: 425.227417
	Iteration 1F: 3 clusters Score -5342.474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5353.730469 Penalty: 425.227417
	Iteration 2Q: 3 clusters Score -5353.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5357.518555 Penalty: 425.227417
	Iteration 3Q: 3 clusters Score -5357.519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5358.798828 Penalty: 425.227417
	Iteration 4Q: 3 clusters Score -5358.799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5358.798828 Penalty: 425.227417
	Iteration 5F: 3 clusters Score -5358.799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -11156.880859 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -11156.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10885.567383 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -10885.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10922.818359 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -10922.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10937.958008 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -10937.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10953.390625 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -10953.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10987.232422 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -10987.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11017.332031 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -11017.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11057.471680 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -11057.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11087.616211 Penalty: 459.536926
	Iteration 7F: 3 clusters Score -11087.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -11110.960938 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -11110.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -11129.569336 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -11129.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -11129.569336 Penalty: 459.536926
	Iteration 10F: 3 clusters Score -11129.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -7531.868164 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -7531.868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7301.193359 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -7301.193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7338.748047 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -7338.748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7347.063477 Penalty: 444.334991
	Iteration 2Q: 3 clusters Score -7347.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7347.063477 Penalty: 444.334991
	Iteration 3F: 3 clusters Score -7347.063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15518.977539 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15518.98 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 113 members 
Entering Unmasked Estep 
Score: -15213.425781 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -15213.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15278.250977 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15278.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15295.943359 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -15295.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15300.069336 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -15300.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15303.235352 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15303.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15303.398438 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15303.398438 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -15303.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -24362.765625 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -24362.77 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 173 members 
Entering Unmasked Estep 
Score: -23954.212891 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -23954.21 nChanged 112
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: -24038.025391 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -24038.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24067.912109 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -24067.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24088.244141 Penalty: 531.498352
	Iteration 3F: 3 clusters Score -24088.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24102.345703 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -24102.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24111.531250 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -24111.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24115.857422 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -24115.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24119.443359 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -24119.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24125.193359 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -24125.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24130.939453 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -24130.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24135.255859 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -24135.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24137.316406 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -24137.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24138.751953 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -24138.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24143.148438 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -24143.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24146.291016 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -24146.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24152.398438 Penalty: 531.498352
	Iteration 15Q: 3 clusters Score -24152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24161.039062 Penalty: 531.498352
	Iteration 16Q: 3 clusters Score -24161.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24165.632812 Penalty: 531.498352
	Iteration 17Q: 3 clusters Score -24165.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24169.812500 Penalty: 531.498352
	Iteration 18Q: 3 clusters Score -24169.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24171.494141 Penalty: 531.498352
	Iteration 19Q: 3 clusters Score -24171.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24173.550781 Penalty: 531.498352
	Iteration 20F: 3 clusters Score -24173.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24176.193359 Penalty: 531.498352
	Iteration 21Q: 3 clusters Score -24176.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24177.099609 Penalty: 531.498352
	Iteration 22Q: 3 clusters Score -24177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24177.349609 Penalty: 531.498352
	Iteration 23Q: 3 clusters Score -24177.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24177.962891 Penalty: 531.498352
	Iteration 24Q: 3 clusters Score -24177.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24180.357422 Penalty: 531.498352
	Iteration 25Q: 3 clusters Score -24180.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24182.031250 Penalty: 531.498352
	Iteration 26Q: 3 clusters Score -24182.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24183.566406 Penalty: 531.498352
	Iteration 27Q: 3 clusters Score -24183.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24184.298828 Penalty: 531.498352
	Iteration 28Q: 3 clusters Score -24184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24184.425781 Penalty: 531.498352
	Iteration 29Q: 3 clusters Score -24184.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24184.425781 Penalty: 531.498352
	Iteration 30F: 3 clusters Score -24184.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -40517.421875 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -40517.42 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 324 members 
Entering Unmasked Estep 
Score: -39932.171875 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -39932.17 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40088.785156 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -40088.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40136.070312 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -40136.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40172.335938 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -40172.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40209.500000 Penalty: 594.044189
	Iteration 4Q: 3 clusters Score -40209.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40227.539062 Penalty: 594.044189
	Iteration 5Q: 3 clusters Score -40227.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40240.421875 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -40240.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40248.582031 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -40248.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40256.328125 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -40256.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40260.593750 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -40260.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40268.839844 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -40268.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40274.484375 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -40274.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40277.308594 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -40277.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40281.136719 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -40281.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40283.894531 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -40283.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40287.394531 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -40287.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40291.019531 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -40291.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40295.718750 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -40295.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40297.910156 Penalty: 594.044189
	Iteration 18Q: 3 clusters Score -40297.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40299.726562 Penalty: 594.044189
	Iteration 19Q: 3 clusters Score -40299.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40300.351562 Penalty: 594.044189
	Iteration 20F: 3 clusters Score -40300.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40300.660156 Penalty: 594.044189
	Iteration 21Q: 3 clusters Score -40300.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40304.582031 Penalty: 594.044189
	Iteration 22Q: 3 clusters Score -40304.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40309.011719 Penalty: 594.044189
	Iteration 23Q: 3 clusters Score -40309.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40312.679688 Penalty: 594.044189
	Iteration 24Q: 3 clusters Score -40312.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40315.867188 Penalty: 594.044189
	Iteration 25Q: 3 clusters Score -40315.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40319.824219 Penalty: 594.044189
	Iteration 26Q: 3 clusters Score -40319.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40324.167969 Penalty: 594.044189
	Iteration 27Q: 3 clusters Score -40324.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40325.078125 Penalty: 594.044189
	Iteration 28Q: 3 clusters Score -40325.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40325.519531 Penalty: 594.044189
	Iteration 29Q: 3 clusters Score -40325.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40325.886719 Penalty: 594.044189
	Iteration 30Q: 3 clusters Score -40325.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40327.230469 Penalty: 594.044189
	Iteration 31Q: 3 clusters Score -40327.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40327.921875 Penalty: 594.044189
	Iteration 32Q: 3 clusters Score -40327.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40327.921875 Penalty: 594.044189
	Iteration 33F: 3 clusters Score -40327.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -41416.609375 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -41416.61 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 283 members 
Entering Unmasked Estep 
Score: -40884.742188 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -40884.74 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41089.875000 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -41089.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41166.628906 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -41166.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41229.621094 Penalty: 580.745239
	Iteration 3F: 3 clusters Score -41229.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41254.546875 Penalty: 580.745239
	Iteration 4Q: 3 clusters Score -41254.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41267.558594 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -41267.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41276.656250 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -41276.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41284.152344 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -41284.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41291.789062 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -41291.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41300.804688 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -41300.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41307.570312 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -41307.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41312.765625 Penalty: 580.745239
	Iteration 11Q: 3 clusters Score -41312.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41320.007812 Penalty: 580.745239
	Iteration 12Q: 3 clusters Score -41320.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41323.019531 Penalty: 580.745239
	Iteration 13Q: 3 clusters Score -41323.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41324.535156 Penalty: 580.745239
	Iteration 14Q: 3 clusters Score -41324.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41324.535156 Penalty: 580.745239
	Iteration 15F: 3 clusters Score -41324.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -17547.501953 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -17547.5 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 140 members 
Entering Unmasked Estep 
Score: -17182.968750 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -17182.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17259.505859 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -17259.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17289.736328 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -17289.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17300.968750 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -17300.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17305.476562 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -17305.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17308.523438 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -17308.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17310.785156 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -17310.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17312.460938 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -17312.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17312.460938 Penalty: 515.329407
	Iteration 8F: 3 clusters Score -17312.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -9604.780273 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -9604.78 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 96 members 
Entering Unmasked Estep 
Score: -9351.530273 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -9351.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9438.152344 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -9438.152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9484.001953 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -9484.002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9498.399414 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -9498.399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9508.828125 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -9508.828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9513.426758 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -9513.427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9522.908203 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -9522.908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9545.775391 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -9545.775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9556.557617 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -9556.558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9557.020508 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -9557.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9558.245117 Penalty: 476.998962
	Iteration 10Q: 3 clusters Score -9558.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9560.631836 Penalty: 476.998962
	Iteration 11Q: 3 clusters Score -9560.632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9562.725586 Penalty: 476.998962
	Iteration 12Q: 3 clusters Score -9562.726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9562.725586 Penalty: 476.998962
	Iteration 13F: 3 clusters Score -9562.726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -101511.593750 Penalty: 339.504639
	Iteration 0F: 2 clusters Score -101511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -100282.507812 Penalty: 679.009277
	Iteration 0F: 3 clusters Score -100282.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -100666.898438 Penalty: 679.009277
	Iteration 1F: 3 clusters Score -100666.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -100725.421875 Penalty: 679.009277
	Iteration 2F: 3 clusters Score -100725.4 nChanged 84
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: -100765.289062 Penalty: 679.009277
	Iteration 3Q: 3 clusters Score -100765.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -100810.101562 Penalty: 679.009277
	Iteration 4Q: 3 clusters Score -100810.1 nChanged 72
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: -100844.804688 Penalty: 679.009277
	Iteration 5Q: 3 clusters Score -100844.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -100874.492188 Penalty: 679.009277
	Iteration 6Q: 3 clusters Score -100874.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -100903.789062 Penalty: 679.009277
	Iteration 7Q: 3 clusters Score -100903.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -100938.164062 Penalty: 679.009277
	Iteration 8Q: 3 clusters Score -100938.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -100988.539062 Penalty: 679.009277
	Iteration 9Q: 3 clusters Score -100988.5 nChanged 64
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: -101041.976562 Penalty: 679.009277
	Iteration 10Q: 3 clusters Score -101042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -101083.117188 Penalty: 679.009277
	Iteration 11Q: 3 clusters Score -101083.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -101117.421875 Penalty: 679.009277
	Iteration 12Q: 3 clusters Score -101117.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -101133.929688 Penalty: 679.009277
	Iteration 13Q: 3 clusters Score -101133.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -101147.031250 Penalty: 679.009277
	Iteration 14Q: 3 clusters Score -101147 nChanged 21
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: -101154.015625 Penalty: 679.009277
	Iteration 15Q: 3 clusters Score -101154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -101160.406250 Penalty: 679.009277
	Iteration 16Q: 3 clusters Score -101160.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -101168.656250 Penalty: 679.009277
	Iteration 17Q: 3 clusters Score -101168.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -101174.023438 Penalty: 679.009277
	Iteration 18Q: 3 clusters Score -101174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -101177.031250 Penalty: 679.009277
	Iteration 19Q: 3 clusters Score -101177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -101178.125000 Penalty: 679.009277
	Iteration 20F: 3 clusters Score -101178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -101178.164062 Penalty: 679.009277
	Iteration 21Q: 3 clusters Score -101178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -101178.195312 Penalty: 679.009277
	Iteration 22Q: 3 clusters Score -101178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -101178.195312 Penalty: 679.009277
	Iteration 23F: 3 clusters Score -101178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (16605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Entering Unmasked Estep 
Score: -1405529.125000 Penalty: 442.144379
	Iteration 0F: 2 clusters Score -1405529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1396974.125000 Penalty: 884.288757
	Iteration 0F: 3 clusters Score -1396974 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1401114.500000 Penalty: 884.288757
	Iteration 1F: 3 clusters Score -1401114 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1401334.125000 Penalty: 884.288757
	Iteration 2F: 3 clusters Score -1401334 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1401665.500000 Penalty: 884.288757
	Iteration 3F: 3 clusters Score -1401666 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1402078.375000 Penalty: 884.288757
	Iteration 4F: 3 clusters Score -1402078 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1402531.125000 Penalty: 884.288757
	Iteration 5F: 3 clusters Score -1402531 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1402968.500000 Penalty: 884.288757
	Iteration 6F: 3 clusters Score -1402968 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1403494.625000 Penalty: 884.288757
	Iteration 7F: 3 clusters Score -1403495 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1404025.875000 Penalty: 884.288757
	Iteration 8Q: 3 clusters Score -1404026 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1404433.625000 Penalty: 884.288757
	Iteration 9Q: 3 clusters Score -1404434 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1404606.125000 Penalty: 884.288757
	Iteration 10Q: 3 clusters Score -1404606 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1404632.125000 Penalty: 884.288757
	Iteration 11Q: 3 clusters Score -1404632 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1404627.875000 Penalty: 884.288757
	Iteration 12Q: 3 clusters Score -1404628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1404619.750000 Penalty: 884.288757
	Iteration 13Q: 3 clusters Score -1404620 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1404618.125000 Penalty: 884.288757
	Iteration 14Q: 3 clusters Score -1404618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1404613.250000 Penalty: 884.288757
	Iteration 15Q: 3 clusters Score -1404613 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1404600.625000 Penalty: 884.288757
	Iteration 16Q: 3 clusters Score -1404601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1404587.125000 Penalty: 884.288757
	Iteration 17Q: 3 clusters Score -1404587 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1404575.250000 Penalty: 884.288757
	Iteration 18Q: 3 clusters Score -1404575 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1404563.625000 Penalty: 884.288757
	Iteration 19Q: 3 clusters Score -1404564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1404555.750000 Penalty: 884.288757
	Iteration 20F: 3 clusters Score -1404556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1404547.375000 Penalty: 884.288757
	Iteration 21Q: 3 clusters Score -1404547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1404530.125000 Penalty: 884.288757
	Iteration 22Q: 3 clusters Score -1404530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1404529.500000 Penalty: 884.288757
	Iteration 23Q: 3 clusters Score -1404530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1404522.750000 Penalty: 884.288757
	Iteration 24Q: 3 clusters Score -1404523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1404517.875000 Penalty: 884.288757
	Iteration 25Q: 3 clusters Score -1404518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1404511.500000 Penalty: 884.288757
	Iteration 26Q: 3 clusters Score -1404512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1404517.750000 Penalty: 884.288757
	Iteration 27Q: 3 clusters Score -1404518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1404514.250000 Penalty: 884.288757
	Iteration 28Q: 3 clusters Score -1404514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1404511.500000 Penalty: 884.288757
	Iteration 29Q: 3 clusters Score -1404512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1404516.625000 Penalty: 884.288757
	Iteration 30Q: 3 clusters Score -1404517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1404506.625000 Penalty: 884.288757
	Iteration 31Q: 3 clusters Score -1404507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1404502.750000 Penalty: 884.288757
	Iteration 32Q: 3 clusters Score -1404503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1404496.750000 Penalty: 884.288757
	Iteration 33Q: 3 clusters Score -1404497 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1404494.500000 Penalty: 884.288757
	Iteration 34Q: 3 clusters Score -1404494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1404501.500000 Penalty: 884.288757
	Iteration 35Q: 3 clusters Score -1404502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1404517.125000 Penalty: 884.288757
	Iteration 36Q: 3 clusters Score -1404517 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1404522.125000 Penalty: 884.288757
	Iteration 37Q: 3 clusters Score -1404522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1404534.375000 Penalty: 884.288757
	Iteration 38Q: 3 clusters Score -1404534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1404537.000000 Penalty: 884.288757
	Iteration 39Q: 3 clusters Score -1404537 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1404544.500000 Penalty: 884.288757
	Iteration 40F: 3 clusters Score -1404544 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1404555.375000 Penalty: 884.288757
	Iteration 41Q: 3 clusters Score -1404555 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1404565.000000 Penalty: 884.288757
	Iteration 42Q: 3 clusters Score -1404565 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1404581.500000 Penalty: 884.288757
	Iteration 43Q: 3 clusters Score -1404582 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1404593.625000 Penalty: 884.288757
	Iteration 44Q: 3 clusters Score -1404594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1404611.875000 Penalty: 884.288757
	Iteration 45Q: 3 clusters Score -1404612 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1404638.375000 Penalty: 884.288757
	Iteration 46Q: 3 clusters Score -1404638 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1404661.750000 Penalty: 884.288757
	Iteration 47Q: 3 clusters Score -1404662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1404687.750000 Penalty: 884.288757
	Iteration 48Q: 3 clusters Score -1404688 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1404714.625000 Penalty: 884.288757
	Iteration 49Q: 3 clusters Score -1404715 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1404749.875000 Penalty: 884.288757
	Iteration 50Q: 3 clusters Score -1404750 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1404788 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1404797.500000 Penalty: 884.288757
	Iteration 52Q: 3 clusters Score -1404798 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1404801.125000 Penalty: 884.288757
	Iteration 53Q: 3 clusters Score -1404801 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1404797 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1404776 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1404739 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1404713.250000 Penalty: 884.288757
	Iteration 57Q: 3 clusters Score -1404713 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1404674 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1404624.750000 Penalty: 884.288757
	Iteration 59Q: 3 clusters Score -1404625 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1404626.500000 Penalty: 884.288757
	Iteration 60F: 3 clusters Score -1404626 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1404624.000000 Penalty: 884.288757
	Iteration 61Q: 3 clusters Score -1404624 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1404635.625000 Penalty: 884.288757
	Iteration 62Q: 3 clusters Score -1404636 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1404635.875000 Penalty: 884.288757
	Iteration 63Q: 3 clusters Score -1404636 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1404645.375000 Penalty: 884.288757
	Iteration 64Q: 3 clusters Score -1404645 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1404670.500000 Penalty: 884.288757
	Iteration 65Q: 3 clusters Score -1404670 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1404691.375000 Penalty: 884.288757
	Iteration 66Q: 3 clusters Score -1404691 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1404700.875000 Penalty: 884.288757
	Iteration 67Q: 3 clusters Score -1404701 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1404718.125000 Penalty: 884.288757
	Iteration 68Q: 3 clusters Score -1404718 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1404748.000000 Penalty: 884.288757
	Iteration 69Q: 3 clusters Score -1404748 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1404764.625000 Penalty: 884.288757
	Iteration 70Q: 3 clusters Score -1404765 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1404791.875000 Penalty: 884.288757
	Iteration 71Q: 3 clusters Score -1404792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1404803.000000 Penalty: 884.288757
	Iteration 72Q: 3 clusters Score -1404803 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1404817.750000 Penalty: 884.288757
	Iteration 73Q: 3 clusters Score -1404818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1404833.750000 Penalty: 884.288757
	Iteration 74Q: 3 clusters Score -1404834 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1404869.500000 Penalty: 884.288757
	Iteration 75Q: 3 clusters Score -1404870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1404880.375000 Penalty: 884.288757
	Iteration 76Q: 3 clusters Score -1404880 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1404876.875000 Penalty: 884.288757
	Iteration 77Q: 3 clusters Score -1404877 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1404898.625000 Penalty: 884.288757
	Iteration 78Q: 3 clusters Score -1404899 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1404903.000000 Penalty: 884.288757
	Iteration 79Q: 3 clusters Score -1404903 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1404940.375000 Penalty: 884.288757
	Iteration 80F: 3 clusters Score -1404940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1404973.000000 Penalty: 884.288757
	Iteration 81Q: 3 clusters Score -1404973 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1404995.250000 Penalty: 884.288757
	Iteration 82Q: 3 clusters Score -1404995 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1405029.125000 Penalty: 884.288757
	Iteration 83Q: 3 clusters Score -1405029 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1405038.000000 Penalty: 884.288757
	Iteration 84Q: 3 clusters Score -1405038 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1405029.000000 Penalty: 884.288757
	Iteration 85Q: 3 clusters Score -1405029 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1405033.125000 Penalty: 884.288757
	Iteration 86Q: 3 clusters Score -1405033 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1405016.125000 Penalty: 884.288757
	Iteration 87Q: 3 clusters Score -1405016 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1405003.125000 Penalty: 884.288757
	Iteration 88Q: 3 clusters Score -1405003 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1404975.000000 Penalty: 884.288757
	Iteration 89Q: 3 clusters Score -1404975 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1404943.750000 Penalty: 884.288757
	Iteration 90Q: 3 clusters Score -1404944 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1404891.875000 Penalty: 884.288757
	Iteration 91Q: 3 clusters Score -1404892 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1404849.500000 Penalty: 884.288757
	Iteration 92Q: 3 clusters Score -1404850 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1404814.000000 Penalty: 884.288757
	Iteration 93Q: 3 clusters Score -1404814 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1404793.750000 Penalty: 884.288757
	Iteration 94Q: 3 clusters Score -1404794 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1404780.750000 Penalty: 884.288757
	Iteration 95Q: 3 clusters Score -1404781 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1404775.875000 Penalty: 884.288757
	Iteration 96Q: 3 clusters Score -1404776 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1404752.375000 Penalty: 884.288757
	Iteration 97Q: 3 clusters Score -1404752 nChanged 140
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Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1404763.125000 Penalty: 884.288757
	Iteration 98Q: 3 clusters Score -1404763 nChanged 163
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Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1404777.500000 Penalty: 884.288757
	Iteration 99Q: 3 clusters Score -1404778 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1404855.125000 Penalty: 884.288757
	Iteration 100F: 3 clusters Score -1404855 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1404911.500000 Penalty: 884.288757
	Iteration 101Q: 3 clusters Score -1404912 nChanged 156
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Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1404933.250000 Penalty: 884.288757
	Iteration 102Q: 3 clusters Score -1404933 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1404956.250000 Penalty: 884.288757
	Iteration 103Q: 3 clusters Score -1404956 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1404973.375000 Penalty: 884.288757
	Iteration 104Q: 3 clusters Score -1404973 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1404996.750000 Penalty: 884.288757
	Iteration 105Q: 3 clusters Score -1404997 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1405023.375000 Penalty: 884.288757
	Iteration 106Q: 3 clusters Score -1405023 nChanged 66
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Mstep: Class 1 contains 16304 members 
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Entering Unmasked Estep 
Score: -1405057.250000 Penalty: 884.288757
	Iteration 107Q: 3 clusters Score -1405057 nChanged 51
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Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1405082.000000 Penalty: 884.288757
	Iteration 108Q: 3 clusters Score -1405082 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1405098.250000 Penalty: 884.288757
	Iteration 109Q: 3 clusters Score -1405098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1405103.625000 Penalty: 884.288757
	Iteration 110Q: 3 clusters Score -1405104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1405107.500000 Penalty: 884.288757
	Iteration 111Q: 3 clusters Score -1405108 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1405117.375000 Penalty: 884.288757
	Iteration 112Q: 3 clusters Score -1405117 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1405122.500000 Penalty: 884.288757
	Iteration 113Q: 3 clusters Score -1405122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1405120.250000 Penalty: 884.288757
	Iteration 114Q: 3 clusters Score -1405120 nChanged 5
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Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1405123.500000 Penalty: 884.288757
	Iteration 115Q: 3 clusters Score -1405124 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1405128.750000 Penalty: 884.288757
	Iteration 116Q: 3 clusters Score -1405129 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1405127.250000 Penalty: 884.288757
	Iteration 117Q: 3 clusters Score -1405127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1405127.875000 Penalty: 884.288757
	Iteration 118Q: 3 clusters Score -1405128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1405129.250000 Penalty: 884.288757
	Iteration 119Q: 3 clusters Score -1405129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1405126.500000 Penalty: 884.288757
	Iteration 120F: 3 clusters Score -1405126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1405126.125000 Penalty: 884.288757
	Iteration 121Q: 3 clusters Score -1405126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1405128.750000 Penalty: 884.288757
	Iteration 122Q: 3 clusters Score -1405129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1405128.750000 Penalty: 884.288757
	Iteration 123F: 3 clusters Score -1405129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -13342.489258 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -13342.49 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 178 members 
Entering Unmasked Estep 
Score: -12968.798828 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -12968.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13069.909180 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -13069.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13092.866211 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -13092.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13098.658203 Penalty: 535.128540
	Iteration 3Q: 3 clusters Score -13098.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13104.776367 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -13104.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13111.335938 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -13111.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13114.285156 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -13114.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13115.537109 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -13115.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13115.875000 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -13115.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13115.875000 Penalty: 535.128540
	Iteration 9F: 3 clusters Score -13115.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6669.816406 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6669.816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6417.458496 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6417.458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6471.989258 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6471.989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6488.480957 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6488.481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6497.601562 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6497.602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6502.948730 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -6502.949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6505.463379 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -6505.463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6509.400391 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -6509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6509.400391 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -6509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -8018.377441 Penalty: 228.286224
	Iteration 0F: 2 clusters Score -8018.377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7764.514648 Penalty: 456.572449
	Iteration 0F: 3 clusters Score -7764.515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7816.458008 Penalty: 456.572449
	Iteration 1F: 3 clusters Score -7816.458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7842.131348 Penalty: 456.572449
	Iteration 2F: 3 clusters Score -7842.131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7855.942871 Penalty: 456.572449
	Iteration 3Q: 3 clusters Score -7855.943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7859.557129 Penalty: 456.572449
	Iteration 4Q: 3 clusters Score -7859.557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7860.465820 Penalty: 456.572449
	Iteration 5Q: 3 clusters Score -7860.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7860.465820 Penalty: 456.572449
	Iteration 6F: 3 clusters Score -7860.466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5525.331055 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5525.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5313.431641 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5313.432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5360.609863 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5360.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5372.438477 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5372.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5373.495605 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5373.496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5373.495605 Penalty: 430.192291
	Iteration 4F: 3 clusters Score -5373.496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -14831.587891 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -14831.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14484.378906 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -14484.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14566.647461 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -14566.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14589.315430 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -14589.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14602.480469 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -14602.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14612.552734 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -14612.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14617.069336 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -14617.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14620.560547 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -14620.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14620.560547 Penalty: 507.066010
	Iteration 7F: 3 clusters Score -14620.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -44653.863281 Penalty: 305.162231
	Iteration 0F: 2 clusters Score -44653.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43960.269531 Penalty: 610.324463
	Iteration 0F: 3 clusters Score -43960.27 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -44191.312500 Penalty: 610.324463
	Iteration 1F: 3 clusters Score -44191.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -44229.429688 Penalty: 610.324463
	Iteration 2F: 3 clusters Score -44229.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -44247.058594 Penalty: 610.324463
	Iteration 3Q: 3 clusters Score -44247.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44262.457031 Penalty: 610.324463
	Iteration 4Q: 3 clusters Score -44262.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -44270.757812 Penalty: 610.324463
	Iteration 5Q: 3 clusters Score -44270.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44282.078125 Penalty: 610.324463
	Iteration 6Q: 3 clusters Score -44282.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -44298.394531 Penalty: 610.324463
	Iteration 7Q: 3 clusters Score -44298.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44309.062500 Penalty: 610.324463
	Iteration 8Q: 3 clusters Score -44309.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44318.777344 Penalty: 610.324463
	Iteration 9Q: 3 clusters Score -44318.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -44328.964844 Penalty: 610.324463
	Iteration 10Q: 3 clusters Score -44328.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44336.054688 Penalty: 610.324463
	Iteration 11Q: 3 clusters Score -44336.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -44343.730469 Penalty: 610.324463
	Iteration 12Q: 3 clusters Score -44343.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44353.281250 Penalty: 610.324463
	Iteration 13Q: 3 clusters Score -44353.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -44372.601562 Penalty: 610.324463
	Iteration 14Q: 3 clusters Score -44372.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44387.195312 Penalty: 610.324463
	Iteration 15Q: 3 clusters Score -44387.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44395.187500 Penalty: 610.324463
	Iteration 16Q: 3 clusters Score -44395.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44405.199219 Penalty: 610.324463
	Iteration 17Q: 3 clusters Score -44405.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44422.371094 Penalty: 610.324463
	Iteration 18Q: 3 clusters Score -44422.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44436.839844 Penalty: 610.324463
	Iteration 19Q: 3 clusters Score -44436.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44451.917969 Penalty: 610.324463
	Iteration 20F: 3 clusters Score -44451.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44475.644531 Penalty: 610.324463
	Iteration 21Q: 3 clusters Score -44475.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44490.703125 Penalty: 610.324463
	Iteration 22Q: 3 clusters Score -44490.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44499.546875 Penalty: 610.324463
	Iteration 23Q: 3 clusters Score -44499.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44507.355469 Penalty: 610.324463
	Iteration 24Q: 3 clusters Score -44507.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44512.238281 Penalty: 610.324463
	Iteration 25Q: 3 clusters Score -44512.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44514.980469 Penalty: 610.324463
	Iteration 26Q: 3 clusters Score -44514.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44519.257812 Penalty: 610.324463
	Iteration 27Q: 3 clusters Score -44519.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44520.222656 Penalty: 610.324463
	Iteration 28Q: 3 clusters Score -44520.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44520.464844 Penalty: 610.324463
	Iteration 29Q: 3 clusters Score -44520.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44520.464844 Penalty: 610.324463
	Iteration 30F: 3 clusters Score -44520.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -3142.614502 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -3142.615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2978.909424 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -2978.909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3015.840332 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -3015.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3021.408691 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -3021.409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3025.103027 Penalty: 382.627045
	Iteration 3Q: 3 clusters Score -3025.103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3025.103027 Penalty: 382.627045
	Iteration 4F: 3 clusters Score -3025.103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -21084.562500 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -21084.56 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 180 members 
Entering Unmasked Estep 
Score: -20706.349609 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20706.35 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20827.726562 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20827.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20851.335938 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20851.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20862.421875 Penalty: 532.550415
	Iteration 3F: 3 clusters Score -20862.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20865.720703 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20865.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20867.496094 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20869.892578 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20869.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20871.693359 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -20871.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20872.458984 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -20872.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20872.458984 Penalty: 532.550415
	Iteration 9F: 3 clusters Score -20872.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -10867.879883 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10867.88 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: -10611.787109 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10611.79 nChanged 56
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: -10722.415039 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10722.42 nChanged 10
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: -10739.685547 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10739.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10753.119141 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10753.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10768.273438 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10768.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10771.571289 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10771.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10772.249023 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10772.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10772.249023 Penalty: 476.030884
	Iteration 7F: 3 clusters Score -10772.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -6143.327637 Penalty: 209.987976
	Iteration 0F: 2 clusters Score -6143.328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5935.862305 Penalty: 419.975952
	Iteration 0F: 3 clusters Score -5935.862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5962.657715 Penalty: 419.975952
	Iteration 1F: 3 clusters Score -5962.658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5964.335938 Penalty: 419.975952
	Iteration 2Q: 3 clusters Score -5964.336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5964.335938 Penalty: 419.975952
	Iteration 3F: 3 clusters Score -5964.336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Entering Unmasked Estep 
Score: -4035.478760 Penalty: 221.472824
	Iteration 0F: 2 clusters Score -4035.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3857.212646 Penalty: 442.945648
	Iteration 0F: 3 clusters Score -3857.213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4073.843994 Penalty: 442.945648
	Iteration 1F: 3 clusters Score -4073.844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4121.123535 Penalty: 442.945648
	Iteration 2F: 3 clusters Score -4121.124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4174.812500 Penalty: 442.945648
	Iteration 3Q: 3 clusters Score -4174.812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4195.330566 Penalty: 442.945648
	Iteration 4Q: 3 clusters Score -4195.331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4195.330566 Penalty: 442.945648
	Iteration 5F: 3 clusters Score -4195.331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 98 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 32 members 
Entering Unmasked Estep 
Score: -14145947.000000 Penalty: 66350.210938
Splitting cluster 61 changes total score from -14146127.000000 to -14145947.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 62 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -6460.118164 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -6460.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6263.828125 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -6263.828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6290.551758 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -6290.552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6304.054688 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -6304.055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Entering Unmasked Estep 
Score: -5466.630859 Penalty: 210.880173
	Iteration 0F: 2 clusters Score -5466.631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5257.347168 Penalty: 421.760345
	Iteration 0F: 3 clusters Score -5257.347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5305.298828 Penalty: 421.760345
	Iteration 1F: 3 clusters Score -5305.299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5311.771484 Penalty: 421.760345
	Iteration 2Q: 3 clusters Score -5311.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5313.102539 Penalty: 421.760345
	Iteration 3Q: 3 clusters Score -5313.103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5313.102539 Penalty: 421.760345
	Iteration 4F: 3 clusters Score -5313.103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7150.475586 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7150.476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6961.468262 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -6961.468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7101.221680 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7101.222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -7133.965332 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7133.965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -7141.841797 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7141.842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -7141.841797 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -7141.842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -118265.398438 Penalty: 343.888763
	Iteration 0F: 2 clusters Score -118265.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -116856.375000 Penalty: 687.777527
	Iteration 0F: 3 clusters Score -116856.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -117293.210938 Penalty: 687.777527
	Iteration 1F: 3 clusters Score -117293.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -117388.226562 Penalty: 687.777527
	Iteration 2F: 3 clusters Score -117388.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -117484.781250 Penalty: 687.777527
	Iteration 3F: 3 clusters Score -117484.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -117583.554688 Penalty: 687.777527
	Iteration 4F: 3 clusters Score -117583.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -117657.695312 Penalty: 687.777527
	Iteration 5F: 3 clusters Score -117657.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -117724.820312 Penalty: 687.777527
	Iteration 6F: 3 clusters Score -117724.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -117788.953125 Penalty: 687.777527
	Iteration 7Q: 3 clusters Score -117789 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -117853.804688 Penalty: 687.777527
	Iteration 8Q: 3 clusters Score -117853.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -117916.664062 Penalty: 687.777527
	Iteration 9Q: 3 clusters Score -117916.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -117978.890625 Penalty: 687.777527
	Iteration 10Q: 3 clusters Score -117978.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -118014.742188 Penalty: 687.777527
	Iteration 11Q: 3 clusters Score -118014.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -118031.132812 Penalty: 687.777527
	Iteration 12Q: 3 clusters Score -118031.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -118036.218750 Penalty: 687.777527
	Iteration 13Q: 3 clusters Score -118036.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -118040.015625 Penalty: 687.777527
	Iteration 14Q: 3 clusters Score -118040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -118045.234375 Penalty: 687.777527
	Iteration 15Q: 3 clusters Score -118045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -118049.351562 Penalty: 687.777527
	Iteration 16Q: 3 clusters Score -118049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -118049.968750 Penalty: 687.777527
	Iteration 17Q: 3 clusters Score -118050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -118049.968750 Penalty: 687.777527
	Iteration 18F: 3 clusters Score -118050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -2989.343750 Penalty: 206.719925
	Iteration 0F: 2 clusters Score -2989.344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2816.034912 Penalty: 413.439850
	Iteration 0F: 3 clusters Score -2816.035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2885.675781 Penalty: 413.439850
	Iteration 1F: 3 clusters Score -2885.676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2914.510498 Penalty: 413.439850
	Iteration 2Q: 3 clusters Score -2914.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2921.291504 Penalty: 413.439850
	Iteration 3Q: 3 clusters Score -2921.292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2933.738770 Penalty: 413.439850
	Iteration 4Q: 3 clusters Score -2933.739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2933.738770 Penalty: 413.439850
	Iteration 5F: 3 clusters Score -2933.739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -6195.525879 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -6195.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6000.210449 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -6000.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6043.243164 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -6043.243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6049.750488 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -6049.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6054.532227 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -6054.532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6054.532227 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -6054.532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -50003.441406 Penalty: 294.911743
	Iteration 0F: 2 clusters Score -50003.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49423.753906 Penalty: 589.823486
	Iteration 0F: 3 clusters Score -49423.75 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49555.648438 Penalty: 589.823486
	Iteration 1F: 3 clusters Score -49555.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49583.820312 Penalty: 589.823486
	Iteration 2F: 3 clusters Score -49583.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -49596.273438 Penalty: 589.823486
	Iteration 3Q: 3 clusters Score -49596.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49606.863281 Penalty: 589.823486
	Iteration 4Q: 3 clusters Score -49606.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49616.289062 Penalty: 589.823486
	Iteration 5Q: 3 clusters Score -49616.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49623.937500 Penalty: 589.823486
	Iteration 6Q: 3 clusters Score -49623.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49629.156250 Penalty: 589.823486
	Iteration 7Q: 3 clusters Score -49629.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49632.304688 Penalty: 589.823486
	Iteration 8Q: 3 clusters Score -49632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -49634.531250 Penalty: 589.823486
	Iteration 9Q: 3 clusters Score -49634.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49637.957031 Penalty: 589.823486
	Iteration 10Q: 3 clusters Score -49637.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49639.984375 Penalty: 589.823486
	Iteration 11Q: 3 clusters Score -49639.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49642.265625 Penalty: 589.823486
	Iteration 12Q: 3 clusters Score -49642.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -49644.343750 Penalty: 589.823486
	Iteration 13Q: 3 clusters Score -49644.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49645.437500 Penalty: 589.823486
	Iteration 14Q: 3 clusters Score -49645.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49646.207031 Penalty: 589.823486
	Iteration 15Q: 3 clusters Score -49646.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49646.820312 Penalty: 589.823486
	Iteration 16Q: 3 clusters Score -49646.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49647.503906 Penalty: 589.823486
	Iteration 17Q: 3 clusters Score -49647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -49648.777344 Penalty: 589.823486
	Iteration 18Q: 3 clusters Score -49648.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -49649.585938 Penalty: 589.823486
	Iteration 19Q: 3 clusters Score -49649.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -49649.738281 Penalty: 589.823486
	Iteration 20F: 3 clusters Score -49649.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49649.851562 Penalty: 589.823486
	Iteration 21Q: 3 clusters Score -49649.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49649.851562 Penalty: 589.823486
	Iteration 22F: 3 clusters Score -49649.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -12865.047852 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -12865.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12572.120117 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -12572.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12626.864258 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -12626.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12636.106445 Penalty: 490.820129
	Iteration 2Q: 3 clusters Score -12636.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12646.519531 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -12646.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12659.681641 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -12659.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12665.483398 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -12665.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12669.202148 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -12669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12670.285156 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -12670.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12673.504883 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -12673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12675.612305 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -12675.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12676.850586 Penalty: 490.820129
	Iteration 10Q: 3 clusters Score -12676.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12676.850586 Penalty: 490.820129
	Iteration 11F: 3 clusters Score -12676.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Entering Unmasked Estep 
Score: -4673.685547 Penalty: 213.456345
	Iteration 0F: 2 clusters Score -4673.686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4486.062500 Penalty: 426.912689
	Iteration 0F: 3 clusters Score -4486.062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4521.763672 Penalty: 426.912689
	Iteration 1F: 3 clusters Score -4521.764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4532.279297 Penalty: 426.912689
	Iteration 2F: 3 clusters Score -4532.279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4534.867676 Penalty: 426.912689
	Iteration 3Q: 3 clusters Score -4534.868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4534.867676 Penalty: 426.912689
	Iteration 4F: 3 clusters Score -4534.868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -111081.351562 Penalty: 329.351593
	Iteration 0F: 2 clusters Score -111081.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -110004.296875 Penalty: 658.703186
	Iteration 0F: 3 clusters Score -110004.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -110359.921875 Penalty: 658.703186
	Iteration 1F: 3 clusters Score -110359.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -110457.632812 Penalty: 658.703186
	Iteration 2F: 3 clusters Score -110457.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -110546.312500 Penalty: 658.703186
	Iteration 3F: 3 clusters Score -110546.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -110601.351562 Penalty: 658.703186
	Iteration 4F: 3 clusters Score -110601.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -110645.601562 Penalty: 658.703186
	Iteration 5Q: 3 clusters Score -110645.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -110684.328125 Penalty: 658.703186
	Iteration 6Q: 3 clusters Score -110684.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -110716.046875 Penalty: 658.703186
	Iteration 7Q: 3 clusters Score -110716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -110731.515625 Penalty: 658.703186
	Iteration 8Q: 3 clusters Score -110731.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -110741.867188 Penalty: 658.703186
	Iteration 9Q: 3 clusters Score -110741.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -110751.882812 Penalty: 658.703186
	Iteration 10Q: 3 clusters Score -110751.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -110756.539062 Penalty: 658.703186
	Iteration 11Q: 3 clusters Score -110756.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -110765.476562 Penalty: 658.703186
	Iteration 12Q: 3 clusters Score -110765.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -110773.625000 Penalty: 658.703186
	Iteration 13Q: 3 clusters Score -110773.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -110782.273438 Penalty: 658.703186
	Iteration 14Q: 3 clusters Score -110782.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -110792.140625 Penalty: 658.703186
	Iteration 15Q: 3 clusters Score -110792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -110796.906250 Penalty: 658.703186
	Iteration 16Q: 3 clusters Score -110796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -110801.445312 Penalty: 658.703186
	Iteration 17Q: 3 clusters Score -110801.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -110806.437500 Penalty: 658.703186
	Iteration 18Q: 3 clusters Score -110806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -110809.265625 Penalty: 658.703186
	Iteration 19Q: 3 clusters Score -110809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -110811.695312 Penalty: 658.703186
	Iteration 20F: 3 clusters Score -110811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -110813.218750 Penalty: 658.703186
	Iteration 21Q: 3 clusters Score -110813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -110816.554688 Penalty: 658.703186
	Iteration 22Q: 3 clusters Score -110816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -110818.148438 Penalty: 658.703186
	Iteration 23Q: 3 clusters Score -110818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -110818.859375 Penalty: 658.703186
	Iteration 24Q: 3 clusters Score -110818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -110819.304688 Penalty: 658.703186
	Iteration 25Q: 3 clusters Score -110819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -110819.382812 Penalty: 658.703186
	Iteration 26Q: 3 clusters Score -110819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -110819.382812 Penalty: 658.703186
	Iteration 27F: 3 clusters Score -110819.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -8981.619141 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -8981.619 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 86 members 
Entering Unmasked Estep 
Score: -8725.014648 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -8725.015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8785.813477 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -8785.813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8809.719727 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -8809.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8820.300781 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -8820.301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8822.584961 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -8822.585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8822.584961 Penalty: 477.479187
	Iteration 5F: 3 clusters Score -8822.585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -8970.341797 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -8970.342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8709.557617 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -8709.558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8788.888672 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -8788.889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8798.274414 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -8798.274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8804.985352 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -8804.985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8806.873047 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -8806.873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8810.291992 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -8810.292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8813.726562 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -8813.727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8813.726562 Penalty: 470.514038
	Iteration 7F: 3 clusters Score -8813.727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -111428.171875 Penalty: 341.972961
	Iteration 0F: 2 clusters Score -111428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -110105.054688 Penalty: 683.945923
	Iteration 0F: 3 clusters Score -110105.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -110548.804688 Penalty: 683.945923
	Iteration 1F: 3 clusters Score -110548.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -110613.718750 Penalty: 683.945923
	Iteration 2F: 3 clusters Score -110613.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -110671.000000 Penalty: 683.945923
	Iteration 3F: 3 clusters Score -110671 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110714.132812 Penalty: 683.945923
	Iteration 4Q: 3 clusters Score -110714.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110744.382812 Penalty: 683.945923
	Iteration 5Q: 3 clusters Score -110744.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110779.046875 Penalty: 683.945923
	Iteration 6Q: 3 clusters Score -110779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110816.500000 Penalty: 683.945923
	Iteration 7Q: 3 clusters Score -110816.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110845.789062 Penalty: 683.945923
	Iteration 8Q: 3 clusters Score -110845.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110879.617188 Penalty: 683.945923
	Iteration 9Q: 3 clusters Score -110879.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110917.335938 Penalty: 683.945923
	Iteration 10Q: 3 clusters Score -110917.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -110962.312500 Penalty: 683.945923
	Iteration 11Q: 3 clusters Score -110962.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -111003.984375 Penalty: 683.945923
	Iteration 12Q: 3 clusters Score -111004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -111038.085938 Penalty: 683.945923
	Iteration 13Q: 3 clusters Score -111038.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -111068.757812 Penalty: 683.945923
	Iteration 14Q: 3 clusters Score -111068.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -111085.773438 Penalty: 683.945923
	Iteration 15Q: 3 clusters Score -111085.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -111091.843750 Penalty: 683.945923
	Iteration 16Q: 3 clusters Score -111091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -111104.328125 Penalty: 683.945923
	Iteration 17Q: 3 clusters Score -111104.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -111116.804688 Penalty: 683.945923
	Iteration 18Q: 3 clusters Score -111116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -111121.671875 Penalty: 683.945923
	Iteration 19Q: 3 clusters Score -111121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -111124.203125 Penalty: 683.945923
	Iteration 20F: 3 clusters Score -111124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -23748.115234 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -23748.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23286.042969 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -23286.04 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23470.964844 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -23470.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23523.193359 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -23523.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23578.828125 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -23578.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23693.531250 Penalty: 557.941589
	Iteration 4F: 3 clusters Score -23693.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23796.722656 Penalty: 557.941589
	Iteration 5F: 3 clusters Score -23796.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23809.937500 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -23809.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23816.628906 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -23816.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23821.349609 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -23821.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23825.603516 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -23825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23829.814453 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -23829.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23830.646484 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -23830.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23830.646484 Penalty: 557.941589
	Iteration 12F: 3 clusters Score -23830.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 258 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 202 members 
Entering Unmasked Estep 
Score: -14145924.000000 Penalty: 66350.210938
Splitting cluster 75 changes total score from -14146127.000000 to -14145924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -21821.558594 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -21821.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21397.882812 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -21397.88 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21474.332031 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -21474.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21493.714844 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -21493.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21515.458984 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -21515.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21528.921875 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -21528.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21537.679688 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -21537.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21546.097656 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -21546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21549.560547 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -21549.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21550.191406 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -21550.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21550.419922 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -21550.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21550.419922 Penalty: 542.685730
	Iteration 10F: 3 clusters Score -21550.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -13924.051758 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -13924.05 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 140 members 
Entering Unmasked Estep 
Score: -13572.117188 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -13572.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13677.302734 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -13677.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13705.345703 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -13705.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13731.131836 Penalty: 509.792816
	Iteration 3F: 3 clusters Score -13731.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13741.780273 Penalty: 509.792816
	Iteration 4Q: 3 clusters Score -13741.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13747.152344 Penalty: 509.792816
	Iteration 5Q: 3 clusters Score -13747.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13751.298828 Penalty: 509.792816
	Iteration 6Q: 3 clusters Score -13751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13755.778320 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -13755.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13757.520508 Penalty: 509.792816
	Iteration 8Q: 3 clusters Score -13757.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13759.456055 Penalty: 509.792816
	Iteration 9Q: 3 clusters Score -13759.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13762.691406 Penalty: 509.792816
	Iteration 10Q: 3 clusters Score -13762.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13772.703125 Penalty: 509.792816
	Iteration 11Q: 3 clusters Score -13772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13786.867188 Penalty: 509.792816
	Iteration 12Q: 3 clusters Score -13786.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13799.658203 Penalty: 509.792816
	Iteration 13Q: 3 clusters Score -13799.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13806.421875 Penalty: 509.792816
	Iteration 14Q: 3 clusters Score -13806.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13808.048828 Penalty: 509.792816
	Iteration 15Q: 3 clusters Score -13808.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13810.519531 Penalty: 509.792816
	Iteration 16Q: 3 clusters Score -13810.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13812.908203 Penalty: 509.792816
	Iteration 17Q: 3 clusters Score -13812.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13818.424805 Penalty: 509.792816
	Iteration 18Q: 3 clusters Score -13818.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13819.842773 Penalty: 509.792816
	Iteration 19Q: 3 clusters Score -13819.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13821.782227 Penalty: 509.792816
	Iteration 20F: 3 clusters Score -13821.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -60874.000000 Penalty: 308.018707
	Iteration 0F: 2 clusters Score -60874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -60172.546875 Penalty: 616.037415
	Iteration 0F: 3 clusters Score -60172.55 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60539.644531 Penalty: 616.037415
	Iteration 1F: 3 clusters Score -60539.64 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60699.636719 Penalty: 616.037415
	Iteration 2F: 3 clusters Score -60699.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60778.785156 Penalty: 616.037415
	Iteration 3F: 3 clusters Score -60778.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -60815.964844 Penalty: 616.037415
	Iteration 4Q: 3 clusters Score -60815.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -60842.964844 Penalty: 616.037415
	Iteration 5Q: 3 clusters Score -60842.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -60865.992188 Penalty: 616.037415
	Iteration 6Q: 3 clusters Score -60865.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -60880.636719 Penalty: 616.037415
	Iteration 7Q: 3 clusters Score -60880.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -60891.484375 Penalty: 616.037415
	Iteration 8Q: 3 clusters Score -60891.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60907.722656 Penalty: 616.037415
	Iteration 9Q: 3 clusters Score -60907.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -60920.273438 Penalty: 616.037415
	Iteration 10Q: 3 clusters Score -60920.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -60922.750000 Penalty: 616.037415
	Iteration 11Q: 3 clusters Score -60922.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60923.894531 Penalty: 616.037415
	Iteration 12Q: 3 clusters Score -60923.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60924.390625 Penalty: 616.037415
	Iteration 13Q: 3 clusters Score -60924.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60924.390625 Penalty: 616.037415
	Iteration 14F: 3 clusters Score -60924.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 410 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 461 members 
Entering Unmasked Estep 
Score: -14145927.000000 Penalty: 66350.210938
Splitting cluster 78 changes total score from -14146127.000000 to -14145927.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -4435.104980 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -4435.105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4252.353516 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -4252.354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4317.889160 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -4317.889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4340.007324 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -4340.007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4343.975098 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -4343.975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4347.651855 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -4347.652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4349.243652 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -4349.244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4351.504883 Penalty: 426.073944
	Iteration 6Q: 3 clusters Score -4351.505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4354.125000 Penalty: 426.073944
	Iteration 7Q: 3 clusters Score -4354.125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4356.312012 Penalty: 426.073944
	Iteration 8Q: 3 clusters Score -4356.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4360.476562 Penalty: 426.073944
	Iteration 9Q: 3 clusters Score -4360.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4366.055664 Penalty: 426.073944
	Iteration 10Q: 3 clusters Score -4366.056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4366.055664 Penalty: 426.073944
	Iteration 11F: 3 clusters Score -4366.056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (115207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115207 members 
Entering Unmasked Estep 
Score: -7137196.000000 Penalty: 530.279114
	Iteration 0F: 2 clusters Score -7137196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -7064848.000000 Penalty: 1060.558228
	Iteration 0F: 3 clusters Score -7064848 nChanged 56346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -7104492.000000 Penalty: 1060.558228
	Iteration 1F: 3 clusters Score -7104492 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -7110062.000000 Penalty: 1060.558228
	Iteration 2F: 3 clusters Score -7110062 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -7116496.000000 Penalty: 1060.558228
	Iteration 3F: 3 clusters Score -7116496 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -7122292.000000 Penalty: 1060.558228
	Iteration 4F: 3 clusters Score -7122292 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -7125991.500000 Penalty: 1060.558228
	Iteration 5Q: 3 clusters Score -7125992 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -7128120.500000 Penalty: 1060.558228
	Iteration 6Q: 3 clusters Score -7128120 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -7129747.500000 Penalty: 1060.558228
	Iteration 7Q: 3 clusters Score -7129748 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -7131019.000000 Penalty: 1060.558228
	Iteration 8Q: 3 clusters Score -7131019 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105026 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -7132129.000000 Penalty: 1060.558228
	Iteration 9Q: 3 clusters Score -7132129 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -7133201.500000 Penalty: 1060.558228
	Iteration 10Q: 3 clusters Score -7133202 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -7134354.500000 Penalty: 1060.558228
	Iteration 11Q: 3 clusters Score -7134354 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7135150.500000 Penalty: 1060.558228
	Iteration 12Q: 3 clusters Score -7135150 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7135629.000000 Penalty: 1060.558228
	Iteration 13Q: 3 clusters Score -7135629 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113774 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7136031.000000 Penalty: 1060.558228
	Iteration 14Q: 3 clusters Score -7136031 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114327 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7136373.500000 Penalty: 1060.558228
	Iteration 15Q: 3 clusters Score -7136374 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7136574.500000 Penalty: 1060.558228
	Iteration 16Q: 3 clusters Score -7136574 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114849 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7136673.000000 Penalty: 1060.558228
	Iteration 17Q: 3 clusters Score -7136673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114949 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7136743.500000 Penalty: 1060.558228
	Iteration 18Q: 3 clusters Score -7136744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114998 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7136785.000000 Penalty: 1060.558228
	Iteration 19Q: 3 clusters Score -7136785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7136806.500000 Penalty: 1060.558228
	Iteration 20F: 3 clusters Score -7136806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7136829.000000 Penalty: 1060.558228
	Iteration 21Q: 3 clusters Score -7136829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7136835.000000 Penalty: 1060.558228
	Iteration 22Q: 3 clusters Score -7136835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115050 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7136856.000000 Penalty: 1060.558228
	Iteration 23Q: 3 clusters Score -7136856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115056 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7136850.000000 Penalty: 1060.558228
	Iteration 24Q: 3 clusters Score -7136850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115063 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7136850.500000 Penalty: 1060.558228
	Iteration 25Q: 3 clusters Score -7136850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115062 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7136856.000000 Penalty: 1060.558228
	Iteration 26Q: 3 clusters Score -7136856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115063 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7136855.500000 Penalty: 1060.558228
	Iteration 27Q: 3 clusters Score -7136856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7136855.000000 Penalty: 1060.558228
	Iteration 28Q: 3 clusters Score -7136855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7136855.000000 Penalty: 1060.558228
	Iteration 29F: 3 clusters Score -7136855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -23420.914062 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -23420.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23042.552734 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -23042.55 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23145.361328 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -23145.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23184.869141 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -23184.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23236.183594 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -23236.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23263.962891 Penalty: 532.811523
	Iteration 4F: 3 clusters Score -23263.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23280.986328 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -23280.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23296.279297 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -23296.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23311.335938 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -23311.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23328.494141 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -23328.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23337.478516 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -23337.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23340.031250 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -23340.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23341.599609 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -23341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23341.599609 Penalty: 532.811523
	Iteration 12F: 3 clusters Score -23341.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -162366.593750 Penalty: 358.524994
	Iteration 0F: 2 clusters Score -162366.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -160482.359375 Penalty: 717.049988
	Iteration 0F: 3 clusters Score -160482.4 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -161193.750000 Penalty: 717.049988
	Iteration 1F: 3 clusters Score -161193.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161318.406250 Penalty: 717.049988
	Iteration 2F: 3 clusters Score -161318.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -161417.140625 Penalty: 717.049988
	Iteration 3F: 3 clusters Score -161417.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161517.015625 Penalty: 717.049988
	Iteration 4F: 3 clusters Score -161517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -161598.093750 Penalty: 717.049988
	Iteration 5Q: 3 clusters Score -161598.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -161690.968750 Penalty: 717.049988
	Iteration 6Q: 3 clusters Score -161691 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -161754.484375 Penalty: 717.049988
	Iteration 7Q: 3 clusters Score -161754.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -161806.453125 Penalty: 717.049988
	Iteration 8Q: 3 clusters Score -161806.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -161843.687500 Penalty: 717.049988
	Iteration 9Q: 3 clusters Score -161843.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -161867.484375 Penalty: 717.049988
	Iteration 10Q: 3 clusters Score -161867.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -161907.750000 Penalty: 717.049988
	Iteration 11Q: 3 clusters Score -161907.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -161944.656250 Penalty: 717.049988
	Iteration 12Q: 3 clusters Score -161944.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -161973.812500 Penalty: 717.049988
	Iteration 13Q: 3 clusters Score -161973.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -161992.765625 Penalty: 717.049988
	Iteration 14Q: 3 clusters Score -161992.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -162009.625000 Penalty: 717.049988
	Iteration 15Q: 3 clusters Score -162009.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -162024.843750 Penalty: 717.049988
	Iteration 16Q: 3 clusters Score -162024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -162041.093750 Penalty: 717.049988
	Iteration 17Q: 3 clusters Score -162041.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -162049.500000 Penalty: 717.049988
	Iteration 18Q: 3 clusters Score -162049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -162054.921875 Penalty: 717.049988
	Iteration 19Q: 3 clusters Score -162054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -162059.625000 Penalty: 717.049988
	Iteration 20F: 3 clusters Score -162059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -162061.218750 Penalty: 717.049988
	Iteration 21Q: 3 clusters Score -162061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -162062.515625 Penalty: 717.049988
	Iteration 22Q: 3 clusters Score -162062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -162062.921875 Penalty: 717.049988
	Iteration 23Q: 3 clusters Score -162062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -162063.250000 Penalty: 717.049988
	Iteration 24Q: 3 clusters Score -162063.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -162063.250000 Penalty: 717.049988
	Iteration 25F: 3 clusters Score -162063.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -7378.135254 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -7378.135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7151.024902 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -7151.025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7201.893066 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -7201.893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7239.935059 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -7239.935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7246.660156 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -7246.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7246.660156 Penalty: 434.900208
	Iteration 4F: 3 clusters Score -7246.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -136685.843750 Penalty: 351.502502
	Iteration 0F: 2 clusters Score -136685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -135063.281250 Penalty: 703.005005
	Iteration 0F: 3 clusters Score -135063.3 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -135577.781250 Penalty: 703.005005
	Iteration 1F: 3 clusters Score -135577.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -135634.125000 Penalty: 703.005005
	Iteration 2F: 3 clusters Score -135634.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -135665.171875 Penalty: 703.005005
	Iteration 3Q: 3 clusters Score -135665.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -135686.828125 Penalty: 703.005005
	Iteration 4Q: 3 clusters Score -135686.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -135707.828125 Penalty: 703.005005
	Iteration 5Q: 3 clusters Score -135707.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -135730.250000 Penalty: 703.005005
	Iteration 6Q: 3 clusters Score -135730.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -135762.953125 Penalty: 703.005005
	Iteration 7Q: 3 clusters Score -135763 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -135797.218750 Penalty: 703.005005
	Iteration 8Q: 3 clusters Score -135797.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -135833.093750 Penalty: 703.005005
	Iteration 9Q: 3 clusters Score -135833.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -135865.062500 Penalty: 703.005005
	Iteration 10Q: 3 clusters Score -135865.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -135891.125000 Penalty: 703.005005
	Iteration 11Q: 3 clusters Score -135891.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -135911.062500 Penalty: 703.005005
	Iteration 12Q: 3 clusters Score -135911.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -135930.765625 Penalty: 703.005005
	Iteration 13Q: 3 clusters Score -135930.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -135955.437500 Penalty: 703.005005
	Iteration 14Q: 3 clusters Score -135955.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -135975.156250 Penalty: 703.005005
	Iteration 15Q: 3 clusters Score -135975.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -135997.328125 Penalty: 703.005005
	Iteration 16Q: 3 clusters Score -135997.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -136023.281250 Penalty: 703.005005
	Iteration 17Q: 3 clusters Score -136023.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -136053.718750 Penalty: 703.005005
	Iteration 18Q: 3 clusters Score -136053.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -136097.984375 Penalty: 703.005005
	Iteration 19Q: 3 clusters Score -136098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -136140.781250 Penalty: 703.005005
	Iteration 20F: 3 clusters Score -136140.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -136187.343750 Penalty: 703.005005
	Iteration 21Q: 3 clusters Score -136187.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -136218.265625 Penalty: 703.005005
	Iteration 22Q: 3 clusters Score -136218.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -136244.390625 Penalty: 703.005005
	Iteration 23Q: 3 clusters Score -136244.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -136279.796875 Penalty: 703.005005
	Iteration 24Q: 3 clusters Score -136279.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -136303.921875 Penalty: 703.005005
	Iteration 25Q: 3 clusters Score -136303.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -136316.062500 Penalty: 703.005005
	Iteration 26Q: 3 clusters Score -136316.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -136324.468750 Penalty: 703.005005
	Iteration 27Q: 3 clusters Score -136324.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -136331.671875 Penalty: 703.005005
	Iteration 28Q: 3 clusters Score -136331.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -136335.828125 Penalty: 703.005005
	Iteration 29Q: 3 clusters Score -136335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -136338.375000 Penalty: 703.005005
	Iteration 30Q: 3 clusters Score -136338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -136340.890625 Penalty: 703.005005
	Iteration 31Q: 3 clusters Score -136340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -136342.687500 Penalty: 703.005005
	Iteration 32Q: 3 clusters Score -136342.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -136343.828125 Penalty: 703.005005
	Iteration 33Q: 3 clusters Score -136343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -136344.796875 Penalty: 703.005005
	Iteration 34Q: 3 clusters Score -136344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -136345.640625 Penalty: 703.005005
	Iteration 35Q: 3 clusters Score -136345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -136346.421875 Penalty: 703.005005
	Iteration 36Q: 3 clusters Score -136346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -136347.671875 Penalty: 703.005005
	Iteration 37Q: 3 clusters Score -136347.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -136347.671875 Penalty: 703.005005
	Iteration 38F: 3 clusters Score -136347.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -5656.707031 Penalty: 214.691696
	Iteration 0F: 2 clusters Score -5656.707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5435.888184 Penalty: 429.383392
	Iteration 0F: 3 clusters Score -5435.888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5479.210938 Penalty: 429.383392
	Iteration 1F: 3 clusters Score -5479.211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5489.696777 Penalty: 429.383392
	Iteration 2F: 3 clusters Score -5489.697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5495.432617 Penalty: 429.383392
	Iteration 3Q: 3 clusters Score -5495.433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5496.470215 Penalty: 429.383392
	Iteration 4Q: 3 clusters Score -5496.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5496.470215 Penalty: 429.383392
	Iteration 5F: 3 clusters Score -5496.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (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: -21671.400391 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -21671.4 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 161 members 
Entering Unmasked Estep 
Score: -21289.830078 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -21289.83 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21381.978516 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -21381.98 nChanged 23
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: -21419.185547 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -21419.19 nChanged 19
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: -21445.011719 Penalty: 526.607666
	Iteration 3F: 3 clusters Score -21445.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21478.195312 Penalty: 526.607666
	Iteration 4F: 3 clusters Score -21478.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21529.117188 Penalty: 526.607666
	Iteration 5F: 3 clusters Score -21529.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21582.894531 Penalty: 526.607666
	Iteration 6F: 3 clusters Score -21582.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21647.578125 Penalty: 526.607666
	Iteration 7F: 3 clusters Score -21647.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21672.095703 Penalty: 526.607666
	Iteration 8F: 3 clusters Score -21672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21680.599609 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -21680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21681.876953 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -21681.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21683.539062 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -21683.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21685.197266 Penalty: 526.607666
	Iteration 12Q: 3 clusters Score -21685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21685.933594 Penalty: 526.607666
	Iteration 13Q: 3 clusters Score -21685.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21685.933594 Penalty: 526.607666
	Iteration 14F: 3 clusters Score -21685.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 89 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 237 members 
Entering Unmasked Estep 
Score: -14145844.000000 Penalty: 66350.210938
Splitting cluster 86 changes total score from -14146127.000000 to -14145844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 87 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -8961.708984 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -8961.709 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 78 members 
Entering Unmasked Estep 
Score: -8710.861328 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -8710.861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8782.689453 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -8782.689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8804.041992 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -8804.042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8816.443359 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -8816.443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8820.248047 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -8820.248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8825.830078 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -8825.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8826.746094 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -8826.746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8826.746094 Penalty: 468.949554
	Iteration 7F: 3 clusters Score -8826.746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -8384.059570 Penalty: 225.168579
	Iteration 0F: 2 clusters Score -8384.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8151.331055 Penalty: 450.337158
	Iteration 0F: 3 clusters Score -8151.331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8215.416016 Penalty: 450.337158
	Iteration 1F: 3 clusters Score -8215.416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8227.838867 Penalty: 450.337158
	Iteration 2Q: 3 clusters Score -8227.839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8234.749023 Penalty: 450.337158
	Iteration 3Q: 3 clusters Score -8234.749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8242.194336 Penalty: 450.337158
	Iteration 4Q: 3 clusters Score -8242.194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8245.454102 Penalty: 450.337158
	Iteration 5Q: 3 clusters Score -8245.454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8246.755859 Penalty: 450.337158
	Iteration 6Q: 3 clusters Score -8246.756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8247.073242 Penalty: 450.337158
	Iteration 7Q: 3 clusters Score -8247.073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8247.567383 Penalty: 450.337158
	Iteration 8Q: 3 clusters Score -8247.567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8247.567383 Penalty: 450.337158
	Iteration 9F: 3 clusters Score -8247.567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 89 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -47463.980469 Penalty: 297.747986
	Iteration 0F: 2 clusters Score -47463.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -46842.031250 Penalty: 595.495972
	Iteration 0F: 3 clusters Score -46842.03 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47068.640625 Penalty: 595.495972
	Iteration 1F: 3 clusters Score -47068.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47162.785156 Penalty: 595.495972
	Iteration 2F: 3 clusters Score -47162.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47221.972656 Penalty: 595.495972
	Iteration 3F: 3 clusters Score -47221.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -47268.960938 Penalty: 595.495972
	Iteration 4F: 3 clusters Score -47268.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -47307.679688 Penalty: 595.495972
	Iteration 5F: 3 clusters Score -47307.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47354.714844 Penalty: 595.495972
	Iteration 6F: 3 clusters Score -47354.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47388.453125 Penalty: 595.495972
	Iteration 7Q: 3 clusters Score -47388.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -47405.972656 Penalty: 595.495972
	Iteration 8Q: 3 clusters Score -47405.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47418.796875 Penalty: 595.495972
	Iteration 9Q: 3 clusters Score -47418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -47421.640625 Penalty: 595.495972
	Iteration 10Q: 3 clusters Score -47421.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -47422.328125 Penalty: 595.495972
	Iteration 11Q: 3 clusters Score -47422.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -47423.121094 Penalty: 595.495972
	Iteration 12Q: 3 clusters Score -47423.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -47423.359375 Penalty: 595.495972
	Iteration 13Q: 3 clusters Score -47423.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -47423.359375 Penalty: 595.495972
	Iteration 14F: 3 clusters Score -47423.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -32956.574219 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -32956.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32437.927734 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -32437.93 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32571.783203 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -32571.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32597.593750 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -32597.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32610.835938 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -32610.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32615.025391 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -32615.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32617.015625 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -32617.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32622.873047 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -32622.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32628.804688 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -32628.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32639.271484 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -32639.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32658.689453 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -32658.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -32673.000000 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -32673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32696.203125 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -32696.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32718.160156 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -32718.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32752.882812 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -32752.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32770.406250 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -32770.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32783.949219 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -32783.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32816.218750 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -32816.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32848.996094 Penalty: 572.701172
	Iteration 17Q: 3 clusters Score -32849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32874.062500 Penalty: 572.701172
	Iteration 18Q: 3 clusters Score -32874.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32889.515625 Penalty: 572.701172
	Iteration 19Q: 3 clusters Score -32889.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32894.648438 Penalty: 572.701172
	Iteration 20F: 3 clusters Score -32894.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32895.921875 Penalty: 572.701172
	Iteration 21Q: 3 clusters Score -32895.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32895.921875 Penalty: 572.701172
	Iteration 22F: 3 clusters Score -32895.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -14002.487305 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -14002.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13680.343750 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13680.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13770.438477 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13770.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13804.143555 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13804.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13816.169922 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -13816.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13822.005859 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13822.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13828.868164 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13828.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13831.191406 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13831.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13831.191406 Penalty: 515.012878
	Iteration 7F: 3 clusters Score -13831.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -21240.253906 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -21240.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20789.437500 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -20789.44 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20940.351562 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -20940.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21003.052734 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -21003.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21024.906250 Penalty: 559.510620
	Iteration 3F: 3 clusters Score -21024.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21040.962891 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -21040.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21054.966797 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -21054.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21068.771484 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -21068.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21080.767578 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -21080.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21089.132812 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -21089.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21096.490234 Penalty: 559.510620
	Iteration 9Q: 3 clusters Score -21096.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21099.664062 Penalty: 559.510620
	Iteration 10Q: 3 clusters Score -21099.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21100.951172 Penalty: 559.510620
	Iteration 11Q: 3 clusters Score -21100.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21100.951172 Penalty: 559.510620
	Iteration 12F: 3 clusters Score -21100.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -9735.376953 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -9735.377 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 86 members 
Entering Unmasked Estep 
Score: -9478.197266 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -9478.197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9535.248047 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -9535.248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9551.725586 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -9551.726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9566.206055 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -9566.206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9593.545898 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -9593.546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9609.463867 Penalty: 471.029633
	Iteration 5Q: 3 clusters Score -9609.464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9618.280273 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -9618.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9623.346680 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -9623.347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9626.552734 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -9626.553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9626.552734 Penalty: 471.029633
	Iteration 9F: 3 clusters Score -9626.553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -4832.832520 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -4832.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4645.082031 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -4645.082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4679.880371 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -4679.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4683.585449 Penalty: 417.232056
	Iteration 2Q: 3 clusters Score -4683.585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4684.577148 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -4684.577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4684.577148 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -4684.577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (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: -15497.794922 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -15497.79 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 136 members 
Entering Unmasked Estep 
Score: -15136.483398 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -15136.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15213.962891 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -15213.96 nChanged 27
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: -15251.077148 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -15251.08 nChanged 16
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: -15273.862305 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -15273.86 nChanged 10
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: -15282.885742 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -15282.89 nChanged 6
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: -15294.791992 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -15294.79 nChanged 7
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: -15300.637695 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -15300.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15305.370117 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -15305.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15308.666016 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -15308.67 nChanged 2
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: -15311.343750 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -15311.34 nChanged 3
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: -15314.400391 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -15314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15316.375000 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -15316.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15316.375000 Penalty: 517.514771
	Iteration 12F: 3 clusters Score -15316.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 96 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -18938.642578 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -18938.64 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 152 members 
Entering Unmasked Estep 
Score: -18574.097656 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -18574.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18658.556641 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -18658.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18689.666016 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -18689.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18709.152344 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -18709.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18727.316406 Penalty: 517.205750
	Iteration 4Q: 3 clusters Score -18727.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18753.158203 Penalty: 517.205750
	Iteration 5Q: 3 clusters Score -18753.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18778.039062 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -18778.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18784.314453 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -18784.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18789.460938 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -18789.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18796.560547 Penalty: 517.205750
	Iteration 9Q: 3 clusters Score -18796.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18806.187500 Penalty: 517.205750
	Iteration 10Q: 3 clusters Score -18806.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18811.000000 Penalty: 517.205750
	Iteration 11Q: 3 clusters Score -18811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18821.019531 Penalty: 517.205750
	Iteration 12Q: 3 clusters Score -18821.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18823.347656 Penalty: 517.205750
	Iteration 13Q: 3 clusters Score -18823.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18824.517578 Penalty: 517.205750
	Iteration 14Q: 3 clusters Score -18824.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18824.517578 Penalty: 517.205750
	Iteration 15F: 3 clusters Score -18824.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -27502.390625 Penalty: 274.723114
	Iteration 0F: 2 clusters Score -27502.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27075.203125 Penalty: 549.446228
	Iteration 0F: 3 clusters Score -27075.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27227.681641 Penalty: 549.446228
	Iteration 1F: 3 clusters Score -27227.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27294.027344 Penalty: 549.446228
	Iteration 2F: 3 clusters Score -27294.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27339.097656 Penalty: 549.446228
	Iteration 3F: 3 clusters Score -27339.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27361.703125 Penalty: 549.446228
	Iteration 4Q: 3 clusters Score -27361.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27366.230469 Penalty: 549.446228
	Iteration 5Q: 3 clusters Score -27366.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27368.109375 Penalty: 549.446228
	Iteration 6Q: 3 clusters Score -27368.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27368.451172 Penalty: 549.446228
	Iteration 7Q: 3 clusters Score -27368.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27368.451172 Penalty: 549.446228
	Iteration 8F: 3 clusters Score -27368.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -2412.785400 Penalty: 199.382217
	Iteration 0F: 2 clusters Score -2412.785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2291.665527 Penalty: 398.764435
	Iteration 0F: 3 clusters Score -2291.666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2518.854004 Penalty: 398.764435
	Iteration 1F: 3 clusters Score -2518.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2552.992432 Penalty: 398.764435
	Iteration 2Q: 3 clusters Score -2552.992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2562.894531 Penalty: 398.764435
	Iteration 3Q: 3 clusters Score -2562.895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2576.642578 Penalty: 398.764435
	Iteration 4Q: 3 clusters Score -2576.643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2595.911133 Penalty: 398.764435
	Iteration 5Q: 3 clusters Score -2595.911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2656.736572 Penalty: 398.764435
	Iteration 6Q: 3 clusters Score -2656.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2656.736572 Penalty: 398.764435
	Iteration 7F: 3 clusters Score -2656.737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 44 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 36 members 
Entering Unmasked Estep 
Score: -14146010.000000 Penalty: 66350.210938
Splitting cluster 98 changes total score from -14146127.000000 to -14146010.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 99 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -16637.183594 Penalty: 246.026306
	Iteration 0F: 2 clusters Score -16637.18 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 103 members 
Entering Unmasked Estep 
Score: -16319.304688 Penalty: 492.052612
	Iteration 0F: 3 clusters Score -16319.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16379.042969 Penalty: 492.052612
	Iteration 1F: 3 clusters Score -16379.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16399.292969 Penalty: 492.052612
	Iteration 2F: 3 clusters Score -16399.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16416.646484 Penalty: 492.052612
	Iteration 3Q: 3 clusters Score -16416.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16422.001953 Penalty: 492.052612
	Iteration 4Q: 3 clusters Score -16422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16425.560547 Penalty: 492.052612
	Iteration 5Q: 3 clusters Score -16425.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16425.875000 Penalty: 492.052612
	Iteration 6Q: 3 clusters Score -16425.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16430.371094 Penalty: 492.052612
	Iteration 7Q: 3 clusters Score -16430.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16434.623047 Penalty: 492.052612
	Iteration 8Q: 3 clusters Score -16434.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16434.623047 Penalty: 492.052612
	Iteration 9F: 3 clusters Score -16434.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -7045.700684 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -7045.701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6821.888184 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -6821.888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6861.459961 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -6861.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6873.232910 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -6873.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6875.807129 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -6875.807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6877.885254 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -6877.885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6877.885254 Penalty: 442.242920
	Iteration 5F: 3 clusters Score -6877.885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -4265.837402 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -4265.837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4099.602539 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -4099.603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4166.936035 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -4166.936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4235.198730 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -4235.199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4268.703125 Penalty: 418.155914
	Iteration 3F: 3 clusters Score -4268.703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4299.033691 Penalty: 418.155914
	Iteration 4F: 3 clusters Score -4299.034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4303.335938 Penalty: 418.155914
	Iteration 5Q: 3 clusters Score -4303.336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4307.055176 Penalty: 418.155914
	Iteration 6Q: 3 clusters Score -4307.055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4308.437012 Penalty: 418.155914
	Iteration 7Q: 3 clusters Score -4308.437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4312.062500 Penalty: 418.155914
	Iteration 8Q: 3 clusters Score -4312.062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4321.325684 Penalty: 418.155914
	Iteration 9Q: 3 clusters Score -4321.326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4328.179688 Penalty: 418.155914
	Iteration 10Q: 3 clusters Score -4328.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4336.029297 Penalty: 418.155914
	Iteration 11Q: 3 clusters Score -4336.029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4348.609375 Penalty: 418.155914
	Iteration 12Q: 3 clusters Score -4348.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4348.609375 Penalty: 418.155914
	Iteration 13F: 3 clusters Score -4348.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 69 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 30 members 
Entering Unmasked Estep 
Score: -14145856.000000 Penalty: 66350.210938
Splitting cluster 101 changes total score from -14146127.000000 to -14145856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 102 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -108302.710938 Penalty: 325.818481
	Iteration 0F: 2 clusters Score -108302.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -107294.632812 Penalty: 651.636963
	Iteration 0F: 3 clusters Score -107294.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -107551.320312 Penalty: 651.636963
	Iteration 1F: 3 clusters Score -107551.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -107593.406250 Penalty: 651.636963
	Iteration 2F: 3 clusters Score -107593.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -107626.757812 Penalty: 651.636963
	Iteration 3Q: 3 clusters Score -107626.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -107652.687500 Penalty: 651.636963
	Iteration 4Q: 3 clusters Score -107652.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -107683.570312 Penalty: 651.636963
	Iteration 5Q: 3 clusters Score -107683.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -107713.046875 Penalty: 651.636963
	Iteration 6Q: 3 clusters Score -107713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -107744.140625 Penalty: 651.636963
	Iteration 7Q: 3 clusters Score -107744.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -107785.117188 Penalty: 651.636963
	Iteration 8Q: 3 clusters Score -107785.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -107829.125000 Penalty: 651.636963
	Iteration 9Q: 3 clusters Score -107829.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107862.539062 Penalty: 651.636963
	Iteration 10Q: 3 clusters Score -107862.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -107882.171875 Penalty: 651.636963
	Iteration 11Q: 3 clusters Score -107882.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -107896.054688 Penalty: 651.636963
	Iteration 12Q: 3 clusters Score -107896.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -107908.289062 Penalty: 651.636963
	Iteration 13Q: 3 clusters Score -107908.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -107915.914062 Penalty: 651.636963
	Iteration 14Q: 3 clusters Score -107915.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -107922.718750 Penalty: 651.636963
	Iteration 15Q: 3 clusters Score -107922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -107930.890625 Penalty: 651.636963
	Iteration 16Q: 3 clusters Score -107930.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -107940.468750 Penalty: 651.636963
	Iteration 17Q: 3 clusters Score -107940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -107944.921875 Penalty: 651.636963
	Iteration 18Q: 3 clusters Score -107944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -107947.960938 Penalty: 651.636963
	Iteration 19Q: 3 clusters Score -107948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -107953.187500 Penalty: 651.636963
	Iteration 20F: 3 clusters Score -107953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -107960.109375 Penalty: 651.636963
	Iteration 21Q: 3 clusters Score -107960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -107965.992188 Penalty: 651.636963
	Iteration 22Q: 3 clusters Score -107966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -107969.156250 Penalty: 651.636963
	Iteration 23Q: 3 clusters Score -107969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -107973.765625 Penalty: 651.636963
	Iteration 24Q: 3 clusters Score -107973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -107979.039062 Penalty: 651.636963
	Iteration 25Q: 3 clusters Score -107979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -107984.367188 Penalty: 651.636963
	Iteration 26Q: 3 clusters Score -107984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -107992.132812 Penalty: 651.636963
	Iteration 27Q: 3 clusters Score -107992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -107998.921875 Penalty: 651.636963
	Iteration 28Q: 3 clusters Score -107998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -108007.171875 Penalty: 651.636963
	Iteration 29Q: 3 clusters Score -108007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -108012.078125 Penalty: 651.636963
	Iteration 30Q: 3 clusters Score -108012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -108014.437500 Penalty: 651.636963
	Iteration 31Q: 3 clusters Score -108014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -108016.750000 Penalty: 651.636963
	Iteration 32Q: 3 clusters Score -108016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -108018.468750 Penalty: 651.636963
	Iteration 33Q: 3 clusters Score -108018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -108019.023438 Penalty: 651.636963
	Iteration 34Q: 3 clusters Score -108019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -108020.140625 Penalty: 651.636963
	Iteration 35Q: 3 clusters Score -108020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -108020.484375 Penalty: 651.636963
	Iteration 36Q: 3 clusters Score -108020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -108020.937500 Penalty: 651.636963
	Iteration 37Q: 3 clusters Score -108020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -108020.937500 Penalty: 651.636963
	Iteration 38F: 3 clusters Score -108020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -36419.910156 Penalty: 287.183929
	Iteration 0F: 2 clusters Score -36419.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35912.207031 Penalty: 574.367859
	Iteration 0F: 3 clusters Score -35912.21 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36088.140625 Penalty: 574.367859
	Iteration 1F: 3 clusters Score -36088.14 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36159.007812 Penalty: 574.367859
	Iteration 2F: 3 clusters Score -36159.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36200.535156 Penalty: 574.367859
	Iteration 3F: 3 clusters Score -36200.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36262.234375 Penalty: 574.367859
	Iteration 4F: 3 clusters Score -36262.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36303.746094 Penalty: 574.367859
	Iteration 5F: 3 clusters Score -36303.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36347.011719 Penalty: 574.367859
	Iteration 6Q: 3 clusters Score -36347.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36398.500000 Penalty: 574.367859
	Iteration 7F: 3 clusters Score -36398.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36438.343750 Penalty: 574.367859
	Iteration 8Q: 3 clusters Score -36438.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36451.402344 Penalty: 574.367859
	Iteration 9Q: 3 clusters Score -36451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36455.105469 Penalty: 574.367859
	Iteration 10Q: 3 clusters Score -36455.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36465.945312 Penalty: 574.367859
	Iteration 11Q: 3 clusters Score -36465.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36473.054688 Penalty: 574.367859
	Iteration 12Q: 3 clusters Score -36473.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36474.621094 Penalty: 574.367859
	Iteration 13Q: 3 clusters Score -36474.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36475.195312 Penalty: 574.367859
	Iteration 14Q: 3 clusters Score -36475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36475.195312 Penalty: 574.367859
	Iteration 15F: 3 clusters Score -36475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 364 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 187 members 
Entering Unmasked Estep 
Score: -14145893.000000 Penalty: 66350.210938
Splitting cluster 103 changes total score from -14146127.000000 to -14145893.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 104 (67 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Entering Unmasked Estep 
Score: -2270.889404 Penalty: 191.313522
	Iteration 0F: 2 clusters Score -2270.889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2203.551514 Penalty: 382.627045
	Iteration 0F: 3 clusters Score -2203.552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2277.981201 Penalty: 382.627045
	Iteration 1F: 3 clusters Score -2277.981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2280.869385 Penalty: 382.627045
	Iteration 2Q: 3 clusters Score -2280.869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2280.869385 Penalty: 382.627045
	Iteration 3F: 3 clusters Score -2280.869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 23 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 61 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 44 members 
Entering Unmasked Estep 
Score: -14145762.000000 Penalty: 66350.210938
Splitting cluster 104 changes total score from -14146127.000000 to -14145762.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 105 (65 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Entering Unmasked Estep 
Score: -3049.705078 Penalty: 189.934631
	Iteration 0F: 2 clusters Score -3049.705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2886.023682 Penalty: 379.869263
	Iteration 0F: 3 clusters Score -2886.024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2926.755859 Penalty: 379.869263
	Iteration 1F: 3 clusters Score -2926.756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -8016.893555 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -8016.894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7718.039551 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -7718.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7799.882812 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -7799.883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7818.465332 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -7818.465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7836.605469 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -7836.605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7846.849121 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -7846.849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7852.822754 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -7852.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7867.131836 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -7867.132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7867.131836 Penalty: 490.820129
	Iteration 7F: 3 clusters Score -7867.132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 107 (46 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Entering Unmasked Estep 
Score: -2105.519775 Penalty: 174.203186
	Iteration 0F: 2 clusters Score -2105.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -1958.193359 Penalty: 348.406372
	Iteration 0F: 3 clusters Score -1958.193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2000.980713 Penalty: 348.406372
	Iteration 1F: 3 clusters Score -2000.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2015.609131 Penalty: 348.406372
	Iteration 2Q: 3 clusters Score -2015.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2015.609131 Penalty: 348.406372
	Iteration 3F: 3 clusters Score -2015.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 108 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -5049.657715 Penalty: 199.947433
	Iteration 0F: 2 clusters Score -5049.658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4866.131836 Penalty: 399.894867
	Iteration 0F: 3 clusters Score -4866.132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4892.945801 Penalty: 399.894867
	Iteration 1F: 3 clusters Score -4892.946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4897.938477 Penalty: 399.894867
	Iteration 2Q: 3 clusters Score -4897.938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4903.582031 Penalty: 399.894867
	Iteration 3Q: 3 clusters Score -4903.582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4906.838379 Penalty: 399.894867
	Iteration 4Q: 3 clusters Score -4906.838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4910.216797 Penalty: 399.894867
	Iteration 5Q: 3 clusters Score -4910.217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4913.847656 Penalty: 399.894867
	Iteration 6Q: 3 clusters Score -4913.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4918.902832 Penalty: 399.894867
	Iteration 7Q: 3 clusters Score -4918.903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4926.223145 Penalty: 399.894867
	Iteration 8Q: 3 clusters Score -4926.223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4946.583984 Penalty: 399.894867
	Iteration 9Q: 3 clusters Score -4946.584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4946.583984 Penalty: 399.894867
	Iteration 10F: 3 clusters Score -4946.584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 109 (45 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2362.177246 Penalty: 173.203140
	Iteration 0F: 2 clusters Score -2362.177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2454.363037 Penalty: 346.406281
	Iteration 0F: 3 clusters Score -2454.363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 18 members 
Entering Unmasked Estep 
Score: -2528.578613 Penalty: 346.406281
	Iteration 1F: 3 clusters Score -2528.579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 13 members 
Entering Unmasked Estep 
Score: -2579.604492 Penalty: 346.406281
	Iteration 2F: 3 clusters Score -2579.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 12 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 147087.625000 Penalty: 173.203140
	Iteration 3Q: 2 clusters Score 147087.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Entering Unmasked Estep 
Score: -2362.177246 Penalty: 173.203140
	Iteration 4F: 2 clusters Score -2362.177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 110 (61 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Entering Unmasked Estep 
Score: -1473.336792 Penalty: 187.044754
	Iteration 0F: 2 clusters Score -1473.337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1367.862793 Penalty: 374.089508
	Iteration 0F: 3 clusters Score -1367.863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1449.152832 Penalty: 374.089508
	Iteration 1F: 3 clusters Score -1449.153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1494.840820 Penalty: 374.089508
	Iteration 2F: 3 clusters Score -1494.841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 156 members 
Mstep: Class 3 contains 105 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 46 members 
Mstep: Class 7 contains 824 members 
Mstep: Class 8 contains 19599 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 90 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 53 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 2429 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 223 members 
Mstep: Class 22 contains 58 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 126 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 96 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 280 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 815 members 
Mstep: Class 34 contains 83 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 268 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 588 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 107 members 
Mstep: Class 41 contains 156 members 
Mstep: Class 42 contains 132 members 
Mstep: Class 43 contains 238 members 
Mstep: Class 44 contains 344 members 
Mstep: Class 45 contains 684 members 
Mstep: Class 46 contains 591 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 189 members 
Mstep: Class 49 contains 1740 members 
Mstep: Class 50 contains 16605 members 
Mstep: Class 51 contains 358 members 
Mstep: Class 52 contains 135 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 113 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 818 members 
Mstep: Class 57 contains 67 members 
Mstep: Class 58 contains 348 members 
Mstep: Class 59 contains 187 members 
Mstep: Class 60 contains 101 members 
Mstep: Class 61 contains 130 members 
Mstep: Class 62 contains 98 members 
Mstep: Class 63 contains 103 members 
Mstep: Class 64 contains 128 members 
Mstep: Class 65 contains 1916 members 
Mstep: Class 66 contains 94 members 
Mstep: Class 67 contains 98 members 
Mstep: Class 68 contains 653 members 
Mstep: Class 69 contains 220 members 
Mstep: Class 70 contains 109 members 
Mstep: Class 71 contains 1392 members 
Mstep: Class 72 contains 190 members 
Mstep: Class 73 contains 176 members 
Mstep: Class 74 contains 1837 members 
Mstep: Class 75 contains 460 members 
Mstep: Class 76 contains 389 members 
Mstep: Class 77 contains 271 members 
Mstep: Class 78 contains 871 members 
Mstep: Class 79 contains 108 members 
Mstep: Class 80 contains 115207 members 
Mstep: Class 81 contains 349 members 
Mstep: Class 82 contains 2643 members 
Mstep: Class 83 contains 119 members 
Mstep: Class 84 contains 2265 members 
Mstep: Class 85 contains 112 members 
Mstep: Class 86 contains 326 members 
Mstep: Class 87 contains 173 members 
Mstep: Class 88 contains 141 members 
Mstep: Class 89 contains 695 members 
Mstep: Class 90 contains 541 members 
Mstep: Class 91 contains 287 members 
Mstep: Class 92 contains 468 members 
Mstep: Class 93 contains 177 members 
Mstep: Class 94 contains 98 members 
Mstep: Class 95 contains 295 members 
Mstep: Class 96 contains 294 members 
Mstep: Class 97 contains 419 members 
Mstep: Class 98 contains 80 members 
Mstep: Class 99 contains 223 members 
Mstep: Class 100 contains 129 members 
Mstep: Class 101 contains 99 members 
Mstep: Class 102 contains 1288 members 
Mstep: Class 103 contains 551 members 
Mstep: Class 104 contains 67 members 
Mstep: Class 105 contains 65 members 
Mstep: Class 106 contains 220 members 
Mstep: Class 107 contains 46 members 
Mstep: Class 108 contains 81 members 
Mstep: Class 109 contains 45 members 
Mstep: Class 110 contains 26 members 
Mstep: Class 111 contains 258 members 
Mstep: Class 112 contains 238 members 
Mstep: Class 113 contains 88 members 
Mstep: Class 114 contains 64 members 
Mstep: Class 115 contains 161 members 
Mstep: Class 116 contains 517 members 
Mstep: Class 117 contains 95 members 
Mstep: Class 118 contains 35 members 
Entering Unmasked Estep 
Score: -14145773.000000 Penalty: 66350.210938
Splitting cluster 110 changes total score from -14146127.000000 to -14145773.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 111 (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: -13961.291016 Penalty: 252.659653
	Iteration 0F: 2 clusters Score -13961.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13631.472656 Penalty: 505.319305
	Iteration 0F: 3 clusters Score -13631.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13687.514648 Penalty: 505.319305
	Iteration 1F: 3 clusters Score -13687.51 nChanged 20
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: -13707.580078 Penalty: 505.319305
	Iteration 2F: 3 clusters Score -13707.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13723.365234 Penalty: 505.319305
	Iteration 3F: 3 clusters Score -13723.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13731.493164 Penalty: 505.319305
	Iteration 4Q: 3 clusters Score -13731.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13738.344727 Penalty: 505.319305
	Iteration 5Q: 3 clusters Score -13738.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13754.538086 Penalty: 505.319305
	Iteration 6Q: 3 clusters Score -13754.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13763.280273 Penalty: 505.319305
	Iteration 7Q: 3 clusters Score -13763.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13769.127930 Penalty: 505.319305
	Iteration 8Q: 3 clusters Score -13769.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13770.920898 Penalty: 505.319305
	Iteration 9Q: 3 clusters Score -13770.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13770.920898 Penalty: 505.319305
	Iteration 10F: 3 clusters Score -13770.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 112 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -14195.863281 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -14195.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13881.672852 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -13881.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13943.699219 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -13943.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13964.657227 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -13964.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13981.596680 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -13981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13990.941406 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -13990.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13996.398438 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -13996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13997.094727 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -13997.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13997.094727 Penalty: 497.976624
	Iteration 7F: 3 clusters Score -13997.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 113 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -2257.334717 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -2257.335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2094.669922 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -2094.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2140.362793 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -2140.363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2157.963379 Penalty: 407.437653
	Iteration 2F: 3 clusters Score -2157.963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2202.282471 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -2202.282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2208.581543 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -2208.582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2211.964355 Penalty: 407.437653
	Iteration 5Q: 3 clusters Score -2211.964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2214.177002 Penalty: 407.437653
	Iteration 6F: 3 clusters Score -2214.177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2228.101318 Penalty: 407.437653
	Iteration 7Q: 3 clusters Score -2228.101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2241.204834 Penalty: 407.437653
	Iteration 8Q: 3 clusters Score -2241.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2241.204834 Penalty: 407.437653
	Iteration 9F: 3 clusters Score -2241.205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 114 (64 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Entering Unmasked Estep 
Score: -2456.945068 Penalty: 189.229187
	Iteration 0F: 2 clusters Score -2456.945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2315.943848 Penalty: 378.458374
	Iteration 0F: 3 clusters Score -2315.944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2334.337158 Penalty: 378.458374
	Iteration 1F: 3 clusters Score -2334.337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2340.480713 Penalty: 378.458374
	Iteration 2F: 3 clusters Score -2340.481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2340.903564 Penalty: 378.458374
	Iteration 3Q: 3 clusters Score -2340.904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2343.405518 Penalty: 378.458374
	Iteration 4Q: 3 clusters Score -2343.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2343.405518 Penalty: 378.458374
	Iteration 5F: 3 clusters Score -2343.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 115 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -6932.354004 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -6932.354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6657.208984 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -6657.209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6719.495117 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -6719.495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6759.267090 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -6759.267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6787.060547 Penalty: 462.407776
	Iteration 3F: 3 clusters Score -6787.061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6799.487793 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -6799.488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6805.336914 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -6805.337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6806.861816 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -6806.862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6806.861816 Penalty: 462.407776
	Iteration 7F: 3 clusters Score -6806.862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 116 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -38959.707031 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -38959.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38460.171875 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -38460.17 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38611.691406 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -38611.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38658.097656 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -38658.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38699.171875 Penalty: 568.571899
	Iteration 3F: 3 clusters Score -38699.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38735.937500 Penalty: 568.571899
	Iteration 4F: 3 clusters Score -38735.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38756.234375 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -38756.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38770.261719 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -38770.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38786.386719 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -38786.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38797.582031 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -38797.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38806.792969 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -38806.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38814.292969 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -38814.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38818.441406 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -38818.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38827.839844 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -38827.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38834.976562 Penalty: 568.571899
	Iteration 13Q: 3 clusters Score -38834.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38837.074219 Penalty: 568.571899
	Iteration 14Q: 3 clusters Score -38837.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38838.886719 Penalty: 568.571899
	Iteration 15Q: 3 clusters Score -38838.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38842.324219 Penalty: 568.571899
	Iteration 16Q: 3 clusters Score -38842.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38845.476562 Penalty: 568.571899
	Iteration 17Q: 3 clusters Score -38845.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38847.406250 Penalty: 568.571899
	Iteration 18Q: 3 clusters Score -38847.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38848.355469 Penalty: 568.571899
	Iteration 19Q: 3 clusters Score -38848.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38848.355469 Penalty: 568.571899
	Iteration 20F: 3 clusters Score -38848.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 117 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -3745.305908 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -3745.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -3568.615479 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -3568.615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3663.126465 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -3663.126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3697.877930 Penalty: 414.402802
	Iteration 2Q: 3 clusters Score -3697.878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3705.455322 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -3705.455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3710.382812 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -3710.383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3712.549805 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -3712.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3715.234375 Penalty: 414.402802
	Iteration 6Q: 3 clusters Score -3715.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3717.403076 Penalty: 414.402802
	Iteration 7Q: 3 clusters Score -3717.403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3717.403076 Penalty: 414.402802
	Iteration 8F: 3 clusters Score -3717.403 nChanged 0
--- Evaluating fit on full set of 698461 points ---
Entering Unmasked Estep 
Score: -42507508.000000 Penalty: 71636.390625
24->118 Clusters: Score -42507508.000000, best is -42508084.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 232820 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9628 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 9784 members 
Mstep: Class 6 contains 9679 members 
Mstep: Class 7 contains 9607 members 
Mstep: Class 8 contains 9701 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 9735 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 9646 members 
Mstep: Class 13 contains 9573 members 
Mstep: Class 14 contains 9746 members 
Mstep: Class 15 contains 9901 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 9578 members 
Mstep: Class 18 contains 9664 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 9657 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 9703 members 
Mstep: Class 24 contains 9687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1.743874 but Gain 562.290039
Score: -9089519.000000 Penalty: 12932.668945
Iteration 0F: 24 clusters Score -9089519 nChanged 223368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6386 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 1192 members 
Mstep: Class 4 contains 150477 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 72 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 1418 members 
Mstep: Class 9 contains 551 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 61 members 
Mstep: Class 12 contains 111 members 
Mstep: Class 13 contains 1512 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 630 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 44421 members 
Mstep: Class 21 contains 2655 members 
Mstep: Class 22 contains 568 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 182.129944 but Gain 562.290039
Score: -12837499.000000 Penalty: 12370.378906
Iteration 1F: 23 clusters Score -1.28375e+07 nChanged 49102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3968 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 909 members 
Mstep: Class 4 contains 169698 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 7 contains 2448 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 308 members 
Mstep: Class 10 contains 1697 members 
Mstep: Class 11 contains 222 members 
Mstep: Class 12 contains 174 members 
Mstep: Class 13 contains 1017 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 4633 members 
Mstep: Class 20 contains 26272 members 
Mstep: Class 21 contains 1603 members 
Mstep: Class 22 contains 864 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 515.440735 but Gain 562.290039
Score: -13298797.000000 Penalty: 11808.088867
Iteration 2F: 22 clusters Score -1.32988e+07 nChanged 33049
Entering Unmasked Mstep 
Mstep: Class 0 contains 3275 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 182253 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 7 contains 3083 members 
Mstep: Class 8 contains 1451 members 
Mstep: Class 9 contains 176 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 418 members 
Mstep: Class 13 contains 1058 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 17 contains 1755 members 
Mstep: Class 18 contains 955 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 9861 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 1022 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13441213.000000 Penalty: 11808.088867
Iteration 3F: 22 clusters Score -1.344121e+07 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 2516 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3624 members 
Mstep: Class 3 contains 4651 members 
Mstep: Class 4 contains 182520 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 7 contains 3472 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 778 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 2030 members 
Mstep: Class 15 contains 568 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 1015 members 
Mstep: Class 19 contains 1854 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13501747.000000 Penalty: 11808.088867
Iteration 4F: 22 clusters Score -1.350175e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1972 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 6675 members 
Mstep: Class 4 contains 180980 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 200 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 13 contains 1213 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 6489 members 
Mstep: Class 21 contains 893 members 
Mstep: Class 22 contains 1173 members 
Mstep: Class 23 contains 6267 members 
Mstep: Class 24 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13532712.000000 Penalty: 11808.088867
Iteration 5Q: 22 clusters Score -1.353271e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1866 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 8378 members 
Mstep: Class 4 contains 179179 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 2042 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 986 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 2161 members 
Mstep: Class 15 contains 1612 members 
Mstep: Class 17 contains 1644 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 20 contains 6473 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1302 members 
Mstep: Class 23 contains 6648 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13547070.000000 Penalty: 11808.088867
Iteration 6Q: 22 clusters Score -1.354707e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1867 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 9813 members 
Mstep: Class 4 contains 173049 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 1031 members 
Mstep: Class 13 contains 1171 members 
Mstep: Class 14 contains 2184 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 17 contains 1646 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 6377 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 1415 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13654525.000000 Penalty: 11808.088867
Iteration 7Q: 22 clusters Score -1.365452e+07 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 1873 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2793 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 158737 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 13 contains 1141 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 3378 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 1109 members 
Mstep: Class 22 contains 1563 members 
Mstep: Class 23 contains 7160 members 
Mstep: Class 24 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13813263.000000 Penalty: 11808.088867
Iteration 8F: 22 clusters Score -1.381326e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 10964 members 
Mstep: Class 4 contains 155896 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 13 contains 1108 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 4623 members 
Mstep: Class 17 contains 1644 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 6100 members 
Mstep: Class 21 contains 1993 members 
Mstep: Class 22 contains 1873 members 
Mstep: Class 23 contains 7313 members 
Mstep: Class 24 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13905749.000000 Penalty: 11808.088867
Iteration 9Q: 22 clusters Score -1.390575e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 610 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 11637 members 
Mstep: Class 4 contains 154934 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 1901 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 1055 members 
Mstep: Class 13 contains 1096 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 5318 members 
Mstep: Class 17 contains 1643 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 6026 members 
Mstep: Class 21 contains 1966 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 7461 members 
Mstep: Class 24 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13934286.000000 Penalty: 11808.088867
Iteration 10Q: 22 clusters Score -1.393429e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 610 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 152642 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 13 contains 1088 members 
Mstep: Class 14 contains 2234 members 
Mstep: Class 15 contains 5564 members 
Mstep: Class 17 contains 1643 members 
Mstep: Class 18 contains 1194 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13941766.000000 Penalty: 11808.088867
Iteration 11Q: 22 clusters Score -1.394177e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 3 contains 16450 members 
Mstep: Class 4 contains 150168 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 1603 members 
Mstep: Class 20 contains 5883 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 1943 members 
Mstep: Class 23 contains 7723 members 
Mstep: Class 24 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13944041.000000 Penalty: 11808.088867
Iteration 12Q: 22 clusters Score -1.394404e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 615 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 18581 members 
Mstep: Class 4 contains 148013 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 7 contains 1649 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2086 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 5883 members 
Mstep: Class 21 contains 2002 members 
Mstep: Class 22 contains 1812 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13945277.000000 Penalty: 11808.088867
Iteration 13Q: 22 clusters Score -1.394528e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 616 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 20328 members 
Mstep: Class 4 contains 146245 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2091 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 1729 members 
Mstep: Class 23 contains 7910 members 
Mstep: Class 24 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13945979.000000 Penalty: 11808.088867
Iteration 14Q: 22 clusters Score -1.394598e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 615 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 144799 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 5697 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 2003 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 1999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13946180.000000 Penalty: 11808.088867
Iteration 15Q: 22 clusters Score -1.394618e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 615 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 22887 members 
Mstep: Class 4 contains 143673 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 7 contains 1654 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1042 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 5455 members 
Mstep: Class 21 contains 2008 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 8068 members 
Mstep: Class 24 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13946354.000000 Penalty: 11808.088867
Iteration 16Q: 22 clusters Score -1.394635e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 616 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 23792 members 
Mstep: Class 4 contains 142766 members 
Mstep: Class 5 contains 3306 members 
Mstep: Class 7 contains 1655 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1239 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 20 contains 5265 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 8127 members 
Mstep: Class 24 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13946485.000000 Penalty: 11808.088867
Iteration 17Q: 22 clusters Score -1.394648e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 616 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 24528 members 
Mstep: Class 4 contains 142026 members 
Mstep: Class 5 contains 3306 members 
Mstep: Class 7 contains 1658 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 5062 members 
Mstep: Class 21 contains 2004 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 8180 members 
Mstep: Class 24 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13946625.000000 Penalty: 11808.088867
Iteration 18Q: 22 clusters Score -1.394662e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 25110 members 
Mstep: Class 4 contains 141433 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 7 contains 1660 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 4862 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 8234 members 
Mstep: Class 24 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13946770.000000 Penalty: 11808.088867
Iteration 19Q: 22 clusters Score -1.394677e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2719 members 
Mstep: Class 3 contains 25570 members 
Mstep: Class 4 contains 140959 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 7 contains 1661 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 20 contains 4667 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13959896.000000 Penalty: 11808.088867
Iteration 20F: 22 clusters Score -1.39599e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 25932 members 
Mstep: Class 4 contains 140573 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 1978 members 
Mstep: Class 22 contains 1371 members 
Mstep: Class 23 contains 8390 members 
Mstep: Class 24 contains 2742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13963433.000000 Penalty: 11808.088867
Iteration 21Q: 22 clusters Score -1.396343e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 26204 members 
Mstep: Class 4 contains 140335 members 
Mstep: Class 5 contains 3296 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 2264 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 1966 members 
Mstep: Class 22 contains 1171 members 
Mstep: Class 23 contains 8553 members 
Mstep: Class 24 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13964332.000000 Penalty: 11808.088867
Iteration 22Q: 22 clusters Score -1.396433e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 26432 members 
Mstep: Class 4 contains 140153 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 5872 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1830 members 
Mstep: Class 20 contains 4592 members 
Mstep: Class 21 contains 1957 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 8731 members 
Mstep: Class 24 contains 2876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13964633.000000 Penalty: 11808.088867
Iteration 23Q: 22 clusters Score -1.396463e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 26619 members 
Mstep: Class 4 contains 140011 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 4411 members 
Mstep: Class 21 contains 1949 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 8834 members 
Mstep: Class 24 contains 2926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13964777.000000 Penalty: 11808.088867
Iteration 24Q: 22 clusters Score -1.396478e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 26774 members 
Mstep: Class 4 contains 139881 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 7 contains 1707 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 5882 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 4255 members 
Mstep: Class 21 contains 1952 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 8931 members 
Mstep: Class 24 contains 2960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13964819.000000 Penalty: 11808.088867
Iteration 25Q: 22 clusters Score -1.396482e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 26885 members 
Mstep: Class 4 contains 139796 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 7 contains 1707 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2285 members 
Mstep: Class 15 contains 5888 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 4115 members 
Mstep: Class 21 contains 1960 members 
Mstep: Class 22 contains 1169 members 
Mstep: Class 23 contains 9009 members 
Mstep: Class 24 contains 2988 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 22 clusters Score -1.396491e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 26968 members 
Mstep: Class 4 contains 139734 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5895 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1729 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 1970 members 
Mstep: Class 22 contains 1187 members 
Mstep: Class 23 contains 9056 members 
Mstep: Class 24 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 27Q: 22 clusters Score -1.396502e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 139667 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5898 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 22 contains 1208 members 
Mstep: Class 23 contains 9094 members 
Mstep: Class 24 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 28Q: 22 clusters Score -1.396509e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 27113 members 
Mstep: Class 4 contains 139613 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5901 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 1994 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 9127 members 
Mstep: Class 24 contains 3035 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -1.396517e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 27159 members 
Mstep: Class 4 contains 139569 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5914 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 3822 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 9175 members 
Mstep: Class 24 contains 3042 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -1.396523e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 27200 members 
Mstep: Class 4 contains 139536 members 
Mstep: Class 5 contains 3294 members 
Mstep: Class 7 contains 1703 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5924 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 3763 members 
Mstep: Class 21 contains 2013 members 
Mstep: Class 22 contains 1238 members 
Mstep: Class 23 contains 9213 members 
Mstep: Class 24 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13965285.000000 Penalty: 11808.088867
Iteration 31Q: 22 clusters Score -1.396528e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2715 members 
Mstep: Class 3 contains 27237 members 
Mstep: Class 4 contains 139507 members 
Mstep: Class 5 contains 3297 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5934 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 3729 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 22 contains 1246 members 
Mstep: Class 23 contains 9236 members 
Mstep: Class 24 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13965340.000000 Penalty: 11808.088867
Iteration 32Q: 22 clusters Score -1.396534e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 27261 members 
Mstep: Class 4 contains 139491 members 
Mstep: Class 5 contains 3303 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 1248 members 
Mstep: Class 23 contains 9241 members 
Mstep: Class 24 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13965385.000000 Penalty: 11808.088867
Iteration 33Q: 22 clusters Score -1.396538e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 27280 members 
Mstep: Class 4 contains 139476 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 5948 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 3694 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 9250 members 
Mstep: Class 24 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13965409.000000 Penalty: 11808.088867
Iteration 34Q: 22 clusters Score -1.396541e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 27292 members 
Mstep: Class 4 contains 139469 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 5950 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 2034 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 9252 members 
Mstep: Class 24 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13965405.000000 Penalty: 11808.088867
Iteration 35Q: 22 clusters Score -1.39654e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 27303 members 
Mstep: Class 4 contains 139458 members 
Mstep: Class 5 contains 3313 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 3681 members 
Mstep: Class 21 contains 2039 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 9260 members 
Mstep: Class 24 contains 3036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13965405.000000 Penalty: 11808.088867
Iteration 36Q: 22 clusters Score -1.39654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 27308 members 
Mstep: Class 4 contains 139459 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 2049 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 9265 members 
Mstep: Class 24 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13965431.000000 Penalty: 11808.088867
Iteration 37Q: 22 clusters Score -1.396543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 27314 members 
Mstep: Class 4 contains 139454 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 3664 members 
Mstep: Class 21 contains 2064 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -13965501.000000 Penalty: 11808.088867
Iteration 38Q: 22 clusters Score -1.39655e+07 nChanged 42
Entering ConstructFrom: 
Score: -13965501.000000 Penalty: 11808.088867
Entering ConstructFrom: 
Trying to split cluster 1 (19989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Entering Unmasked Estep 
Score: -1657197.500000 Penalty: 450.583618
	Iteration 0F: 2 clusters Score -1657198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1647279.125000 Penalty: 901.167236
	Iteration 0F: 3 clusters Score -1647279 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1653191.625000 Penalty: 901.167236
	Iteration 1F: 3 clusters Score -1653192 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1654039.250000 Penalty: 901.167236
	Iteration 2F: 3 clusters Score -1654039 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1655310.125000 Penalty: 901.167236
	Iteration 3F: 3 clusters Score -1655310 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1657341.125000 Penalty: 901.167236
	Iteration 4F: 3 clusters Score -1657341 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1661089.375000 Penalty: 901.167236
	Iteration 5F: 3 clusters Score -1661089 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1665388.250000 Penalty: 901.167236
	Iteration 6F: 3 clusters Score -1665388 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1668303.250000 Penalty: 901.167236
	Iteration 7F: 3 clusters Score -1668303 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1669600.125000 Penalty: 901.167236
	Iteration 8F: 3 clusters Score -1669600 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1669954.000000 Penalty: 901.167236
	Iteration 9Q: 3 clusters Score -1669954 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1670066.625000 Penalty: 901.167236
	Iteration 10Q: 3 clusters Score -1670067 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1670082.375000 Penalty: 901.167236
	Iteration 11Q: 3 clusters Score -1670082 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -1670077.750000 Penalty: 901.167236
	Iteration 12Q: 3 clusters Score -1670078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1670054.875000 Penalty: 901.167236
	Iteration 13Q: 3 clusters Score -1670055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1670038.750000 Penalty: 901.167236
	Iteration 14Q: 3 clusters Score -1670039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1670034.875000 Penalty: 901.167236
	Iteration 15Q: 3 clusters Score -1670035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1670034.875000 Penalty: 901.167236
	Iteration 16Q: 3 clusters Score -1670035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1670034.125000 Penalty: 901.167236
	Iteration 17Q: 3 clusters Score -1670034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1670029.750000 Penalty: 901.167236
	Iteration 18Q: 3 clusters Score -1670030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1670029.125000 Penalty: 901.167236
	Iteration 19Q: 3 clusters Score -1670029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1670026.875000 Penalty: 901.167236
	Iteration 20F: 3 clusters Score -1670027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1670025.500000 Penalty: 901.167236
	Iteration 21Q: 3 clusters Score -1670026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1670026.250000 Penalty: 901.167236
	Iteration 22Q: 3 clusters Score -1670026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1670020.750000 Penalty: 901.167236
	Iteration 23Q: 3 clusters Score -1670021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1670021.625000 Penalty: 901.167236
	Iteration 24Q: 3 clusters Score -1670022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1670021.625000 Penalty: 901.167236
	Iteration 25F: 3 clusters Score -1670022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 27319 members 
Mstep: Class 4 contains 139452 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Entering Unmasked Estep 
Score: -13978258.000000 Penalty: 12370.378906
Splitting cluster 1 changes total score from -13965501.000000 to -13978258.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -155827.187500 Penalty: 359.664032
	Iteration 0F: 2 clusters Score -155827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -153967.765625 Penalty: 719.328064
	Iteration 0F: 3 clusters Score -153967.8 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -155914.093750 Penalty: 719.328064
	Iteration 1F: 3 clusters Score -155914.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -156229.359375 Penalty: 719.328064
	Iteration 2F: 3 clusters Score -156229.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -156697.453125 Penalty: 719.328064
	Iteration 3F: 3 clusters Score -156697.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -157571.828125 Penalty: 719.328064
	Iteration 4F: 3 clusters Score -157571.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -158744.328125 Penalty: 719.328064
	Iteration 5F: 3 clusters Score -158744.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -160513.921875 Penalty: 719.328064
	Iteration 6F: 3 clusters Score -160513.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -165545.671875 Penalty: 719.328064
	Iteration 7F: 3 clusters Score -165545.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -166080.062500 Penalty: 719.328064
	Iteration 8Q: 3 clusters Score -166080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -166110.890625 Penalty: 719.328064
	Iteration 9Q: 3 clusters Score -166110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -166110.890625 Penalty: 719.328064
	Iteration 10F: 3 clusters Score -166110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 27319 members 
Mstep: Class 4 contains 139452 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Entering Unmasked Estep 
Score: -13988383.000000 Penalty: 12932.668945
Splitting cluster 2 changes total score from -13965501.000000 to -13988383.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (27319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Entering Unmasked Estep 
Score: -1609991.125000 Penalty: 464.797882
	Iteration 0F: 2 clusters Score -1609991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1591867.625000 Penalty: 929.595764
	Iteration 0F: 3 clusters Score -1591868 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1601393.125000 Penalty: 929.595764
	Iteration 1F: 3 clusters Score -1601393 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1603491.125000 Penalty: 929.595764
	Iteration 2F: 3 clusters Score -1603491 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1605201.250000 Penalty: 929.595764
	Iteration 3F: 3 clusters Score -1605201 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1606730.875000 Penalty: 929.595764
	Iteration 4F: 3 clusters Score -1606731 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1608048.000000 Penalty: 929.595764
	Iteration 5F: 3 clusters Score -1608048 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1609215.125000 Penalty: 929.595764
	Iteration 6F: 3 clusters Score -1609215 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1610179.250000 Penalty: 929.595764
	Iteration 7Q: 3 clusters Score -1610179 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1610974.250000 Penalty: 929.595764
	Iteration 8Q: 3 clusters Score -1610974 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1611502.625000 Penalty: 929.595764
	Iteration 9Q: 3 clusters Score -1611503 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1611741.875000 Penalty: 929.595764
	Iteration 10Q: 3 clusters Score -1611742 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1611885.375000 Penalty: 929.595764
	Iteration 11Q: 3 clusters Score -1611885 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1611957.375000 Penalty: 929.595764
	Iteration 12Q: 3 clusters Score -1611957 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1612007.125000 Penalty: 929.595764
	Iteration 13Q: 3 clusters Score -1612007 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1612032.250000 Penalty: 929.595764
	Iteration 14Q: 3 clusters Score -1612032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1612045.125000 Penalty: 929.595764
	Iteration 15Q: 3 clusters Score -1612045 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1612057.625000 Penalty: 929.595764
	Iteration 16Q: 3 clusters Score -1612058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1612067.250000 Penalty: 929.595764
	Iteration 17Q: 3 clusters Score -1612067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1612067.875000 Penalty: 929.595764
	Iteration 18Q: 3 clusters Score -1612068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1612075.875000 Penalty: 929.595764
	Iteration 19Q: 3 clusters Score -1612076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1612072.875000 Penalty: 929.595764
	Iteration 20F: 3 clusters Score -1612073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1612078.625000 Penalty: 929.595764
	Iteration 21Q: 3 clusters Score -1612079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1612082.500000 Penalty: 929.595764
	Iteration 22Q: 3 clusters Score -1612082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1612084.125000 Penalty: 929.595764
	Iteration 23Q: 3 clusters Score -1612084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1612085.875000 Penalty: 929.595764
	Iteration 24Q: 3 clusters Score -1612086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1612084.250000 Penalty: 929.595764
	Iteration 25Q: 3 clusters Score -1612084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1612087.375000 Penalty: 929.595764
	Iteration 26Q: 3 clusters Score -1612087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1612086.125000 Penalty: 929.595764
	Iteration 27Q: 3 clusters Score -1612086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1612087.625000 Penalty: 929.595764
	Iteration 28Q: 3 clusters Score -1612088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1612087.625000 Penalty: 929.595764
	Iteration 29F: 3 clusters Score -1612088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 139452 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Entering Unmasked Estep 
Score: -13990363.000000 Penalty: 13494.958984
Splitting cluster 3 changes total score from -13965501.000000 to -13990363.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (139452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139452 members 
Entering Unmasked Estep 
Score: -8624860.000000 Penalty: 538.969177
	Iteration 0F: 2 clusters Score -8624860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -8544221.000000 Penalty: 1077.938354
	Iteration 0F: 3 clusters Score -8544221 nChanged 68500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -8589956.000000 Penalty: 1077.938354
	Iteration 1F: 3 clusters Score -8589956 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -8596390.000000 Penalty: 1077.938354
	Iteration 2F: 3 clusters Score -8596390 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -8604893.000000 Penalty: 1077.938354
	Iteration 3F: 3 clusters Score -8604893 nChanged 11052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -8613328.000000 Penalty: 1077.938354
	Iteration 4F: 3 clusters Score -8613328 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -8619302.000000 Penalty: 1077.938354
	Iteration 5F: 3 clusters Score -8619302 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -8621825.000000 Penalty: 1077.938354
	Iteration 6Q: 3 clusters Score -8621825 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115874 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8622494.000000 Penalty: 1077.938354
	Iteration 7Q: 3 clusters Score -8622494 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -8622771.000000 Penalty: 1077.938354
	Iteration 8Q: 3 clusters Score -8622771 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118684 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -8622846.000000 Penalty: 1077.938354
	Iteration 9Q: 3 clusters Score -8622846 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -8622967.000000 Penalty: 1077.938354
	Iteration 10Q: 3 clusters Score -8622967 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -8623044.000000 Penalty: 1077.938354
	Iteration 11Q: 3 clusters Score -8623044 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121470 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -8623198.000000 Penalty: 1077.938354
	Iteration 12Q: 3 clusters Score -8623198 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -8623331.000000 Penalty: 1077.938354
	Iteration 13Q: 3 clusters Score -8623331 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -8623380.000000 Penalty: 1077.938354
	Iteration 14Q: 3 clusters Score -8623380 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123718 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -8623436.000000 Penalty: 1077.938354
	Iteration 15Q: 3 clusters Score -8623436 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124424 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -8623538.000000 Penalty: 1077.938354
	Iteration 16Q: 3 clusters Score -8623538 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125186 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -8623728.000000 Penalty: 1077.938354
	Iteration 17Q: 3 clusters Score -8623728 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125926 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -8623905.000000 Penalty: 1077.938354
	Iteration 18Q: 3 clusters Score -8623905 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126624 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -8623991.000000 Penalty: 1077.938354
	Iteration 19Q: 3 clusters Score -8623991 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127263 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -8624111.000000 Penalty: 1077.938354
	Iteration 20F: 3 clusters Score -8624111 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -8624294.000000 Penalty: 1077.938354
	Iteration 21Q: 3 clusters Score -8624294 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128305 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -8624486.000000 Penalty: 1077.938354
	Iteration 22Q: 3 clusters Score -8624486 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128753 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -8624641.000000 Penalty: 1077.938354
	Iteration 23Q: 3 clusters Score -8624641 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129129 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -8624892.000000 Penalty: 1077.938354
	Iteration 24Q: 3 clusters Score -8624892 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -8625121.000000 Penalty: 1077.938354
	Iteration 25Q: 3 clusters Score -8625121 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -8625337.000000 Penalty: 1077.938354
	Iteration 26Q: 3 clusters Score -8625337 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129929 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -8625503.000000 Penalty: 1077.938354
	Iteration 27Q: 3 clusters Score -8625503 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130107 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -8625762.000000 Penalty: 1077.938354
	Iteration 28Q: 3 clusters Score -8625762 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130283 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -8625966.000000 Penalty: 1077.938354
	Iteration 29Q: 3 clusters Score -8625966 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130417 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -8626066.000000 Penalty: 1077.938354
	Iteration 30Q: 3 clusters Score -8626066 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -8626236.000000 Penalty: 1077.938354
	Iteration 31Q: 3 clusters Score -8626236 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130614 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -8626355.000000 Penalty: 1077.938354
	Iteration 32Q: 3 clusters Score -8626355 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130705 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -8626466.000000 Penalty: 1077.938354
	Iteration 33Q: 3 clusters Score -8626466 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130803 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -8626542.000000 Penalty: 1077.938354
	Iteration 34Q: 3 clusters Score -8626542 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -8626615.000000 Penalty: 1077.938354
	Iteration 35Q: 3 clusters Score -8626615 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130954 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -8626651.000000 Penalty: 1077.938354
	Iteration 36Q: 3 clusters Score -8626651 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130992 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -8626679.000000 Penalty: 1077.938354
	Iteration 37Q: 3 clusters Score -8626679 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131032 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -8626740.000000 Penalty: 1077.938354
	Iteration 38Q: 3 clusters Score -8626740 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -8626799.000000 Penalty: 1077.938354
	Iteration 39Q: 3 clusters Score -8626799 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131116 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -8626855.000000 Penalty: 1077.938354
	Iteration 40F: 3 clusters Score -8626855 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131111 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -8626994.000000 Penalty: 1077.938354
	Iteration 41Q: 3 clusters Score -8626994 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131106 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -8627069.000000 Penalty: 1077.938354
	Iteration 42Q: 3 clusters Score -8627069 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131121 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -8627224.000000 Penalty: 1077.938354
	Iteration 43Q: 3 clusters Score -8627224 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -8627424.000000 Penalty: 1077.938354
	Iteration 44Q: 3 clusters Score -8627424 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131153 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -8627620.000000 Penalty: 1077.938354
	Iteration 45Q: 3 clusters Score -8627620 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131151 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8627938.000000 Penalty: 1077.938354
	Iteration 46Q: 3 clusters Score -8627938 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131151 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8628416.000000 Penalty: 1077.938354
	Iteration 47Q: 3 clusters Score -8628416 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -8629006.000000 Penalty: 1077.938354
	Iteration 48Q: 3 clusters Score -8629006 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130830 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -8629552.000000 Penalty: 1077.938354
	Iteration 49Q: 3 clusters Score -8629552 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -8629954.000000 Penalty: 1077.938354
	Iteration 50Q: 3 clusters Score -8629954 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130313 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -8630228.000000 Penalty: 1077.938354
	Iteration 51Q: 3 clusters Score -8630228 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -8630493.000000 Penalty: 1077.938354
	Iteration 52Q: 3 clusters Score -8630493 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129698 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -8630619.000000 Penalty: 1077.938354
	Iteration 53Q: 3 clusters Score -8630619 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129457 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -8630775.000000 Penalty: 1077.938354
	Iteration 54Q: 3 clusters Score -8630775 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129239 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -8630850.000000 Penalty: 1077.938354
	Iteration 55Q: 3 clusters Score -8630850 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129015 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -8630956.000000 Penalty: 1077.938354
	Iteration 56Q: 3 clusters Score -8630956 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -8631029.000000 Penalty: 1077.938354
	Iteration 57Q: 3 clusters Score -8631029 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128622 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -8631084.000000 Penalty: 1077.938354
	Iteration 58Q: 3 clusters Score -8631084 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128446 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -8631161.000000 Penalty: 1077.938354
	Iteration 59Q: 3 clusters Score -8631161 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128278 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -8631241.000000 Penalty: 1077.938354
	Iteration 60F: 3 clusters Score -8631241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128081 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -8631307.000000 Penalty: 1077.938354
	Iteration 61Q: 3 clusters Score -8631307 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127895 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -8631398.000000 Penalty: 1077.938354
	Iteration 62Q: 3 clusters Score -8631398 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127707 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -8631490.000000 Penalty: 1077.938354
	Iteration 63Q: 3 clusters Score -8631490 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127538 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -8631531.000000 Penalty: 1077.938354
	Iteration 64Q: 3 clusters Score -8631531 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -8631563.000000 Penalty: 1077.938354
	Iteration 65Q: 3 clusters Score -8631563 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -8631633.000000 Penalty: 1077.938354
	Iteration 66Q: 3 clusters Score -8631633 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127129 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -8631632.000000 Penalty: 1077.938354
	Iteration 67Q: 3 clusters Score -8631632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126993 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -8631711.000000 Penalty: 1077.938354
	Iteration 68Q: 3 clusters Score -8631711 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126854 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -8631702.000000 Penalty: 1077.938354
	Iteration 69Q: 3 clusters Score -8631702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -8631759.000000 Penalty: 1077.938354
	Iteration 70Q: 3 clusters Score -8631759 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126611 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -8631769.000000 Penalty: 1077.938354
	Iteration 71Q: 3 clusters Score -8631769 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126480 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -8631797.000000 Penalty: 1077.938354
	Iteration 72Q: 3 clusters Score -8631797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -8631810.000000 Penalty: 1077.938354
	Iteration 73Q: 3 clusters Score -8631810 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8631847 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8631892 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126068 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8631938 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125959 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8631993 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8632036 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125773 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8632058 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125693 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8632080 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125616 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8632100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125548 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -8632123.000000 Penalty: 1077.938354
	Iteration 82Q: 3 clusters Score -8632123 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125486 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -8632172.000000 Penalty: 1077.938354
	Iteration 83Q: 3 clusters Score -8632172 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125437 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8632196 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125381 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -8632211.000000 Penalty: 1077.938354
	Iteration 85Q: 3 clusters Score -8632211 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -8632238.000000 Penalty: 1077.938354
	Iteration 86Q: 3 clusters Score -8632238 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -8632279.000000 Penalty: 1077.938354
	Iteration 87Q: 3 clusters Score -8632279 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125238 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -8632288.000000 Penalty: 1077.938354
	Iteration 88Q: 3 clusters Score -8632288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -8632300.000000 Penalty: 1077.938354
	Iteration 89Q: 3 clusters Score -8632300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125141 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -8632309.000000 Penalty: 1077.938354
	Iteration 90Q: 3 clusters Score -8632309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125102 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -8632324.000000 Penalty: 1077.938354
	Iteration 91Q: 3 clusters Score -8632324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125064 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -8632319.000000 Penalty: 1077.938354
	Iteration 92Q: 3 clusters Score -8632319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -8632329.000000 Penalty: 1077.938354
	Iteration 93Q: 3 clusters Score -8632329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -8632348.000000 Penalty: 1077.938354
	Iteration 94Q: 3 clusters Score -8632348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8632370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124930 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -8632399.000000 Penalty: 1077.938354
	Iteration 96Q: 3 clusters Score -8632399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124898 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -8632423.000000 Penalty: 1077.938354
	Iteration 97Q: 3 clusters Score -8632423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124864 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -8632418.000000 Penalty: 1077.938354
	Iteration 98Q: 3 clusters Score -8632418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -8632433.000000 Penalty: 1077.938354
	Iteration 99Q: 3 clusters Score -8632433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124795 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -8632448.000000 Penalty: 1077.938354
	Iteration 100F: 3 clusters Score -8632448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124765 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -8632455.000000 Penalty: 1077.938354
	Iteration 101Q: 3 clusters Score -8632455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -8632471.000000 Penalty: 1077.938354
	Iteration 102Q: 3 clusters Score -8632471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -8632489.000000 Penalty: 1077.938354
	Iteration 103Q: 3 clusters Score -8632489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124700 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8632501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -8632507.000000 Penalty: 1077.938354
	Iteration 105Q: 3 clusters Score -8632507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124642 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -8632504.000000 Penalty: 1077.938354
	Iteration 106Q: 3 clusters Score -8632504 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -8632514.000000 Penalty: 1077.938354
	Iteration 107Q: 3 clusters Score -8632514 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124591 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -8632509.000000 Penalty: 1077.938354
	Iteration 108Q: 3 clusters Score -8632509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124564 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -8632511.000000 Penalty: 1077.938354
	Iteration 109Q: 3 clusters Score -8632511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8632514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -8632523.000000 Penalty: 1077.938354
	Iteration 111Q: 3 clusters Score -8632523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -8632508.000000 Penalty: 1077.938354
	Iteration 112Q: 3 clusters Score -8632508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -8632532.000000 Penalty: 1077.938354
	Iteration 113Q: 3 clusters Score -8632532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124413 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -8632540.000000 Penalty: 1077.938354
	Iteration 114Q: 3 clusters Score -8632540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124391 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -8632554.000000 Penalty: 1077.938354
	Iteration 115Q: 3 clusters Score -8632554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -8632553.000000 Penalty: 1077.938354
	Iteration 116Q: 3 clusters Score -8632553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124339 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -8632563.000000 Penalty: 1077.938354
	Iteration 117Q: 3 clusters Score -8632563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124308 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -8632566.000000 Penalty: 1077.938354
	Iteration 118Q: 3 clusters Score -8632566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -8632588.000000 Penalty: 1077.938354
	Iteration 119Q: 3 clusters Score -8632588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -8632596.000000 Penalty: 1077.938354
	Iteration 120F: 3 clusters Score -8632596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124210 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -8632600.000000 Penalty: 1077.938354
	Iteration 121Q: 3 clusters Score -8632600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124181 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -8632615.000000 Penalty: 1077.938354
	Iteration 122Q: 3 clusters Score -8632615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124163 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -8632616.000000 Penalty: 1077.938354
	Iteration 123Q: 3 clusters Score -8632616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124148 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -8632629.000000 Penalty: 1077.938354
	Iteration 124Q: 3 clusters Score -8632629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124130 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -8632616.000000 Penalty: 1077.938354
	Iteration 125Q: 3 clusters Score -8632616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -8632616.000000 Penalty: 1077.938354
	Iteration 126Q: 3 clusters Score -8632616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -8632613.000000 Penalty: 1077.938354
	Iteration 127Q: 3 clusters Score -8632613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124108 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -8632617.000000 Penalty: 1077.938354
	Iteration 128Q: 3 clusters Score -8632617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124099 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -8632604.000000 Penalty: 1077.938354
	Iteration 129Q: 3 clusters Score -8632604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124089 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -8632610.000000 Penalty: 1077.938354
	Iteration 130Q: 3 clusters Score -8632610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124080 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -8632609.000000 Penalty: 1077.938354
	Iteration 131Q: 3 clusters Score -8632609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124070 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -8632603.000000 Penalty: 1077.938354
	Iteration 132Q: 3 clusters Score -8632603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124059 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -8632603.000000 Penalty: 1077.938354
	Iteration 133Q: 3 clusters Score -8632603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124045 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -8632612.000000 Penalty: 1077.938354
	Iteration 134Q: 3 clusters Score -8632612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124037 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -8632609.000000 Penalty: 1077.938354
	Iteration 135Q: 3 clusters Score -8632609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124027 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -8632604.000000 Penalty: 1077.938354
	Iteration 136Q: 3 clusters Score -8632604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -8632613.000000 Penalty: 1077.938354
	Iteration 137Q: 3 clusters Score -8632613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123991 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -8632629.000000 Penalty: 1077.938354
	Iteration 138Q: 3 clusters Score -8632629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123979 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -8632636.000000 Penalty: 1077.938354
	Iteration 139Q: 3 clusters Score -8632636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123970 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -8632627.000000 Penalty: 1077.938354
	Iteration 140F: 3 clusters Score -8632627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123964 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -8632637.000000 Penalty: 1077.938354
	Iteration 141Q: 3 clusters Score -8632637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -8632646.000000 Penalty: 1077.938354
	Iteration 142Q: 3 clusters Score -8632646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -8632636.000000 Penalty: 1077.938354
	Iteration 143Q: 3 clusters Score -8632636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123938 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -8632649.000000 Penalty: 1077.938354
	Iteration 144Q: 3 clusters Score -8632649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123930 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -8632645.000000 Penalty: 1077.938354
	Iteration 145Q: 3 clusters Score -8632645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123921 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -8632649.000000 Penalty: 1077.938354
	Iteration 146Q: 3 clusters Score -8632649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123913 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -8632648.000000 Penalty: 1077.938354
	Iteration 147Q: 3 clusters Score -8632648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -8632652.000000 Penalty: 1077.938354
	Iteration 148Q: 3 clusters Score -8632652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123896 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -8632640.000000 Penalty: 1077.938354
	Iteration 149Q: 3 clusters Score -8632640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123890 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -8632644.000000 Penalty: 1077.938354
	Iteration 150Q: 3 clusters Score -8632644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123887 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -8632640.000000 Penalty: 1077.938354
	Iteration 151Q: 3 clusters Score -8632640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123883 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -8632651.000000 Penalty: 1077.938354
	Iteration 152Q: 3 clusters Score -8632651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123881 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -8632645.000000 Penalty: 1077.938354
	Iteration 153Q: 3 clusters Score -8632645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123877 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -8632649.000000 Penalty: 1077.938354
	Iteration 154Q: 3 clusters Score -8632649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123876 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -8632651.000000 Penalty: 1077.938354
	Iteration 155Q: 3 clusters Score -8632651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123876 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -8632651.000000 Penalty: 1077.938354
	Iteration 156F: 3 clusters Score -8632651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Entering Unmasked Estep 
Score: -13998206.000000 Penalty: 14057.249023
Splitting cluster 4 changes total score from -13965501.000000 to -13998206.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -183711.218750 Penalty: 368.818970
	Iteration 0F: 2 clusters Score -183711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -181671.656250 Penalty: 737.637939
	Iteration 0F: 3 clusters Score -181671.7 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -185864.250000 Penalty: 737.637939
	Iteration 1F: 3 clusters Score -185864.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -188937.546875 Penalty: 737.637939
	Iteration 2F: 3 clusters Score -188937.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -191001.843750 Penalty: 737.637939
	Iteration 3Q: 3 clusters Score -191001.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -191787.750000 Penalty: 737.637939
	Iteration 4Q: 3 clusters Score -191787.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191824.265625 Penalty: 737.637939
	Iteration 5Q: 3 clusters Score -191824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -191825.296875 Penalty: 737.637939
	Iteration 6Q: 3 clusters Score -191825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -191825.296875 Penalty: 737.637939
	Iteration 7F: 3 clusters Score -191825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 1698 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Entering Unmasked Estep 
Score: -14006132.000000 Penalty: 14619.539062
Splitting cluster 5 changes total score from -13965501.000000 to -14006132.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -93525.281250 Penalty: 338.392883
	Iteration 0F: 2 clusters Score -93525.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92381.500000 Penalty: 676.785767
	Iteration 0F: 3 clusters Score -92381.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -94530.765625 Penalty: 676.785767
	Iteration 1F: 3 clusters Score -94530.77 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -96888.250000 Penalty: 676.785767
	Iteration 2F: 3 clusters Score -96888.25 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -97790.078125 Penalty: 676.785767
	Iteration 3F: 3 clusters Score -97790.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -98064.281250 Penalty: 676.785767
	Iteration 4Q: 3 clusters Score -98064.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -98201.398438 Penalty: 676.785767
	Iteration 5Q: 3 clusters Score -98201.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -98324.695312 Penalty: 676.785767
	Iteration 6Q: 3 clusters Score -98324.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -98391.234375 Penalty: 676.785767
	Iteration 7Q: 3 clusters Score -98391.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -98421.937500 Penalty: 676.785767
	Iteration 8Q: 3 clusters Score -98421.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -98435.015625 Penalty: 676.785767
	Iteration 9Q: 3 clusters Score -98435.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -98439.671875 Penalty: 676.785767
	Iteration 10Q: 3 clusters Score -98439.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98440.625000 Penalty: 676.785767
	Iteration 11Q: 3 clusters Score -98440.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -98440.742188 Penalty: 676.785767
	Iteration 12Q: 3 clusters Score -98440.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -98441.109375 Penalty: 676.785767
	Iteration 13Q: 3 clusters Score -98441.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -98446.445312 Penalty: 676.785767
	Iteration 14F: 3 clusters Score -98446.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98474.375000 Penalty: 676.785767
	Iteration 15Q: 3 clusters Score -98474.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -98482.085938 Penalty: 676.785767
	Iteration 16Q: 3 clusters Score -98482.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -98484.054688 Penalty: 676.785767
	Iteration 17Q: 3 clusters Score -98484.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -98484.312500 Penalty: 676.785767
	Iteration 18Q: 3 clusters Score -98484.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -98484.312500 Penalty: 676.785767
	Iteration 19F: 3 clusters Score -98484.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Entering Unmasked Estep 
Score: -14010850.000000 Penalty: 15181.828125
Splitting cluster 7 changes total score from -13965501.000000 to -14010850.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (1829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Entering Unmasked Estep 
Score: -52370.085938 Penalty: 341.774384
	Iteration 0F: 2 clusters Score -52370.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -51434.390625 Penalty: 683.548767
	Iteration 0F: 3 clusters Score -51434.39 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -56423.699219 Penalty: 683.548767
	Iteration 1F: 3 clusters Score -56423.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -57839.664062 Penalty: 683.548767
	Iteration 2F: 3 clusters Score -57839.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -58535.988281 Penalty: 683.548767
	Iteration 3Q: 3 clusters Score -58535.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -58614.894531 Penalty: 683.548767
	Iteration 4Q: 3 clusters Score -58614.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -58718.574219 Penalty: 683.548767
	Iteration 5Q: 3 clusters Score -58718.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -58749.000000 Penalty: 683.548767
	Iteration 6Q: 3 clusters Score -58749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -58770.207031 Penalty: 683.548767
	Iteration 7Q: 3 clusters Score -58770.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -58793.675781 Penalty: 683.548767
	Iteration 8Q: 3 clusters Score -58793.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -58799.707031 Penalty: 683.548767
	Iteration 9Q: 3 clusters Score -58799.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -58799.707031 Penalty: 683.548767
	Iteration 10F: 3 clusters Score -58799.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Entering Unmasked Estep 
Score: -14017066.000000 Penalty: 15744.118164
Splitting cluster 8 changes total score from -13965501.000000 to -14017066.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -10590.880859 Penalty: 237.771469
	Iteration 0F: 2 clusters Score -10590.88 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 92 members 
Entering Unmasked Estep 
Score: -10308.322266 Penalty: 475.542938
	Iteration 0F: 3 clusters Score -10308.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10366.638672 Penalty: 475.542938
	Iteration 1F: 3 clusters Score -10366.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10396.656250 Penalty: 475.542938
	Iteration 2F: 3 clusters Score -10396.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10409.856445 Penalty: 475.542938
	Iteration 3Q: 3 clusters Score -10409.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10413.538086 Penalty: 475.542938
	Iteration 4Q: 3 clusters Score -10413.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10414.614258 Penalty: 475.542938
	Iteration 5Q: 3 clusters Score -10414.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10416.321289 Penalty: 475.542938
	Iteration 6Q: 3 clusters Score -10416.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10416.751953 Penalty: 475.542938
	Iteration 7Q: 3 clusters Score -10416.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10417.188477 Penalty: 475.542938
	Iteration 8Q: 3 clusters Score -10417.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10417.188477 Penalty: 475.542938
	Iteration 9F: 3 clusters Score -10417.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -105838.679688 Penalty: 348.341827
	Iteration 0F: 2 clusters Score -105838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -104512.679688 Penalty: 696.683655
	Iteration 0F: 3 clusters Score -104512.7 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -107376.132812 Penalty: 696.683655
	Iteration 1F: 3 clusters Score -107376.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -108407.398438 Penalty: 696.683655
	Iteration 2F: 3 clusters Score -108407.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -108660.750000 Penalty: 696.683655
	Iteration 3F: 3 clusters Score -108660.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -108771.085938 Penalty: 696.683655
	Iteration 4Q: 3 clusters Score -108771.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -108799.242188 Penalty: 696.683655
	Iteration 5Q: 3 clusters Score -108799.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -108812.679688 Penalty: 696.683655
	Iteration 6Q: 3 clusters Score -108812.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -108816.921875 Penalty: 696.683655
	Iteration 7Q: 3 clusters Score -108816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -108818.539062 Penalty: 696.683655
	Iteration 8Q: 3 clusters Score -108818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -108819.085938 Penalty: 696.683655
	Iteration 9Q: 3 clusters Score -108819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -108819.351562 Penalty: 696.683655
	Iteration 10Q: 3 clusters Score -108819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -108819.351562 Penalty: 696.683655
	Iteration 11F: 3 clusters Score -108819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Entering Unmasked Estep 
Score: -14019863.000000 Penalty: 16306.408203
Splitting cluster 10 changes total score from -13965501.000000 to -14019863.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -58911.488281 Penalty: 313.244141
	Iteration 0F: 2 clusters Score -58911.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58167.449219 Penalty: 626.488281
	Iteration 0F: 3 clusters Score -58167.45 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -58665.117188 Penalty: 626.488281
	Iteration 1F: 3 clusters Score -58665.12 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59095.957031 Penalty: 626.488281
	Iteration 2F: 3 clusters Score -59095.96 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59300.046875 Penalty: 626.488281
	Iteration 3F: 3 clusters Score -59300.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59473.671875 Penalty: 626.488281
	Iteration 4F: 3 clusters Score -59473.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59643.335938 Penalty: 626.488281
	Iteration 5Q: 3 clusters Score -59643.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59683.269531 Penalty: 626.488281
	Iteration 6Q: 3 clusters Score -59683.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59698.125000 Penalty: 626.488281
	Iteration 7Q: 3 clusters Score -59698.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59701.187500 Penalty: 626.488281
	Iteration 8Q: 3 clusters Score -59701.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59703.980469 Penalty: 626.488281
	Iteration 9Q: 3 clusters Score -59703.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59709.757812 Penalty: 626.488281
	Iteration 10Q: 3 clusters Score -59709.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59712.617188 Penalty: 626.488281
	Iteration 11Q: 3 clusters Score -59712.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59712.972656 Penalty: 626.488281
	Iteration 12Q: 3 clusters Score -59712.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59712.972656 Penalty: 626.488281
	Iteration 13F: 3 clusters Score -59712.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Entering Unmasked Estep 
Score: -14020407.000000 Penalty: 16868.699219
Splitting cluster 11 changes total score from -13965501.000000 to -14020407.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (1037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Entering Unmasked Estep 
Score: -56073.148438 Penalty: 315.955963
	Iteration 0F: 2 clusters Score -56073.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -55348.113281 Penalty: 631.911926
	Iteration 0F: 3 clusters Score -55348.11 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -56173.132812 Penalty: 631.911926
	Iteration 1F: 3 clusters Score -56173.13 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -56828.082031 Penalty: 631.911926
	Iteration 2F: 3 clusters Score -56828.08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57382.410156 Penalty: 631.911926
	Iteration 3F: 3 clusters Score -57382.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57569.925781 Penalty: 631.911926
	Iteration 4Q: 3 clusters Score -57569.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -57666.035156 Penalty: 631.911926
	Iteration 5Q: 3 clusters Score -57666.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -57700.601562 Penalty: 631.911926
	Iteration 6Q: 3 clusters Score -57700.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -57722.757812 Penalty: 631.911926
	Iteration 7Q: 3 clusters Score -57722.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -57733.558594 Penalty: 631.911926
	Iteration 8Q: 3 clusters Score -57733.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57738.097656 Penalty: 631.911926
	Iteration 9Q: 3 clusters Score -57738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -57739.441406 Penalty: 631.911926
	Iteration 10Q: 3 clusters Score -57739.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -57739.730469 Penalty: 631.911926
	Iteration 11Q: 3 clusters Score -57739.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -57739.730469 Penalty: 631.911926
	Iteration 12F: 3 clusters Score -57739.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Entering Unmasked Estep 
Score: -14021814.000000 Penalty: 17430.988281
Splitting cluster 13 changes total score from -13965501.000000 to -14021814.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -129577.164062 Penalty: 351.962219
	Iteration 0F: 2 clusters Score -129577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -127992.976562 Penalty: 703.924438
	Iteration 0F: 3 clusters Score -127993 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -129036.890625 Penalty: 703.924438
	Iteration 1F: 3 clusters Score -129036.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -129890.437500 Penalty: 703.924438
	Iteration 2F: 3 clusters Score -129890.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -131036.156250 Penalty: 703.924438
	Iteration 3F: 3 clusters Score -131036.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -131446.968750 Penalty: 703.924438
	Iteration 4F: 3 clusters Score -131447 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -131543.062500 Penalty: 703.924438
	Iteration 5Q: 3 clusters Score -131543.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -131577.328125 Penalty: 703.924438
	Iteration 6Q: 3 clusters Score -131577.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -131599.171875 Penalty: 703.924438
	Iteration 7Q: 3 clusters Score -131599.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -131617.125000 Penalty: 703.924438
	Iteration 8Q: 3 clusters Score -131617.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -131632.546875 Penalty: 703.924438
	Iteration 9Q: 3 clusters Score -131632.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -131643.296875 Penalty: 703.924438
	Iteration 10Q: 3 clusters Score -131643.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -131653.125000 Penalty: 703.924438
	Iteration 11Q: 3 clusters Score -131653.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -131670.890625 Penalty: 703.924438
	Iteration 12Q: 3 clusters Score -131670.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -131688.484375 Penalty: 703.924438
	Iteration 13Q: 3 clusters Score -131688.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -131704.750000 Penalty: 703.924438
	Iteration 14Q: 3 clusters Score -131704.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -131713.109375 Penalty: 703.924438
	Iteration 15Q: 3 clusters Score -131713.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -131715.953125 Penalty: 703.924438
	Iteration 16Q: 3 clusters Score -131716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -131719.859375 Penalty: 703.924438
	Iteration 17Q: 3 clusters Score -131719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -131730.703125 Penalty: 703.924438
	Iteration 18Q: 3 clusters Score -131730.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -131738.093750 Penalty: 703.924438
	Iteration 19Q: 3 clusters Score -131738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -131755.703125 Penalty: 703.924438
	Iteration 20F: 3 clusters Score -131755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -131782.015625 Penalty: 703.924438
	Iteration 21Q: 3 clusters Score -131782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -131852.296875 Penalty: 703.924438
	Iteration 22Q: 3 clusters Score -131852.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -132091.671875 Penalty: 703.924438
	Iteration 23Q: 3 clusters Score -132091.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -132548.609375 Penalty: 703.924438
	Iteration 24Q: 3 clusters Score -132548.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -133200.750000 Penalty: 703.924438
	Iteration 25Q: 3 clusters Score -133200.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -134101.968750 Penalty: 703.924438
	Iteration 26Q: 3 clusters Score -134102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -134456.859375 Penalty: 703.924438
	Iteration 27F: 3 clusters Score -134456.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -134653.031250 Penalty: 703.924438
	Iteration 28Q: 3 clusters Score -134653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -134710.312500 Penalty: 703.924438
	Iteration 29Q: 3 clusters Score -134710.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -134731.750000 Penalty: 703.924438
	Iteration 30Q: 3 clusters Score -134731.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -134750.796875 Penalty: 703.924438
	Iteration 31Q: 3 clusters Score -134750.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -134763.812500 Penalty: 703.924438
	Iteration 32Q: 3 clusters Score -134763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -134770.343750 Penalty: 703.924438
	Iteration 33Q: 3 clusters Score -134770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -134773.093750 Penalty: 703.924438
	Iteration 34Q: 3 clusters Score -134773.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -134774.234375 Penalty: 703.924438
	Iteration 35Q: 3 clusters Score -134774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -134774.484375 Penalty: 703.924438
	Iteration 36Q: 3 clusters Score -134774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -134774.640625 Penalty: 703.924438
	Iteration 37Q: 3 clusters Score -134774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -134774.453125 Penalty: 703.924438
	Iteration 38Q: 3 clusters Score -134774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -134780.234375 Penalty: 703.924438
	Iteration 39F: 3 clusters Score -134780.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -134784.234375 Penalty: 703.924438
	Iteration 40F: 3 clusters Score -134784.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -134788.046875 Penalty: 703.924438
	Iteration 41Q: 3 clusters Score -134788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -134788.734375 Penalty: 703.924438
	Iteration 42Q: 3 clusters Score -134788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -134788.796875 Penalty: 703.924438
	Iteration 43Q: 3 clusters Score -134788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -134788.796875 Penalty: 703.924438
	Iteration 44F: 3 clusters Score -134788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Entering Unmasked Estep 
Score: -14026797.000000 Penalty: 17993.277344
Splitting cluster 14 changes total score from -13965501.000000 to -14026797.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -358360.593750 Penalty: 395.477722
	Iteration 0F: 2 clusters Score -358360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -354683.156250 Penalty: 790.955444
	Iteration 0F: 3 clusters Score -354683.2 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -364026.343750 Penalty: 790.955444
	Iteration 1F: 3 clusters Score -364026.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -369750.937500 Penalty: 790.955444
	Iteration 2F: 3 clusters Score -369750.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -371821.875000 Penalty: 790.955444
	Iteration 3F: 3 clusters Score -371821.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -373026.906250 Penalty: 790.955444
	Iteration 4Q: 3 clusters Score -373026.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -373599.156250 Penalty: 790.955444
	Iteration 5Q: 3 clusters Score -373599.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -373896.500000 Penalty: 790.955444
	Iteration 6Q: 3 clusters Score -373896.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -374057.000000 Penalty: 790.955444
	Iteration 7Q: 3 clusters Score -374057 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -374159.718750 Penalty: 790.955444
	Iteration 8Q: 3 clusters Score -374159.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -374230.718750 Penalty: 790.955444
	Iteration 9Q: 3 clusters Score -374230.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -374285.625000 Penalty: 790.955444
	Iteration 10Q: 3 clusters Score -374285.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -374312.468750 Penalty: 790.955444
	Iteration 11Q: 3 clusters Score -374312.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -374336.125000 Penalty: 790.955444
	Iteration 12Q: 3 clusters Score -374336.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -374352.906250 Penalty: 790.955444
	Iteration 13Q: 3 clusters Score -374352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -374365.906250 Penalty: 790.955444
	Iteration 14Q: 3 clusters Score -374365.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -374372.687500 Penalty: 790.955444
	Iteration 15Q: 3 clusters Score -374372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -374373.343750 Penalty: 790.955444
	Iteration 16Q: 3 clusters Score -374373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -374373.812500 Penalty: 790.955444
	Iteration 17Q: 3 clusters Score -374373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -374375.593750 Penalty: 790.955444
	Iteration 18Q: 3 clusters Score -374375.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -374376.843750 Penalty: 790.955444
	Iteration 19Q: 3 clusters Score -374376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -374376.218750 Penalty: 790.955444
	Iteration 20F: 3 clusters Score -374376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -374376.687500 Penalty: 790.955444
	Iteration 21Q: 3 clusters Score -374376.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -374376.187500 Penalty: 790.955444
	Iteration 22Q: 3 clusters Score -374376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -374376.187500 Penalty: 790.955444
	Iteration 23F: 3 clusters Score -374376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 3454 members 
Entering Unmasked Estep 
Score: -14042692.000000 Penalty: 18555.568359
Splitting cluster 15 changes total score from -13965501.000000 to -14042692.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -80249.718750 Penalty: 337.198334
	Iteration 0F: 2 clusters Score -80249.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -79072.671875 Penalty: 674.396667
	Iteration 0F: 3 clusters Score -79072.67 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -80723.898438 Penalty: 674.396667
	Iteration 1F: 3 clusters Score -80723.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -82008.929688 Penalty: 674.396667
	Iteration 2F: 3 clusters Score -82008.93 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -82518.351562 Penalty: 674.396667
	Iteration 3F: 3 clusters Score -82518.35 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -82739.718750 Penalty: 674.396667
	Iteration 4F: 3 clusters Score -82739.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -82868.265625 Penalty: 674.396667
	Iteration 5Q: 3 clusters Score -82868.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -82948.039062 Penalty: 674.396667
	Iteration 6Q: 3 clusters Score -82948.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -82991.437500 Penalty: 674.396667
	Iteration 7Q: 3 clusters Score -82991.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -83002.039062 Penalty: 674.396667
	Iteration 8Q: 3 clusters Score -83002.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -83003.375000 Penalty: 674.396667
	Iteration 9Q: 3 clusters Score -83003.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -83003.734375 Penalty: 674.396667
	Iteration 10Q: 3 clusters Score -83003.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -83003.953125 Penalty: 674.396667
	Iteration 11Q: 3 clusters Score -83003.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -83004.140625 Penalty: 674.396667
	Iteration 12Q: 3 clusters Score -83004.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -83004.781250 Penalty: 674.396667
	Iteration 13Q: 3 clusters Score -83004.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -83004.781250 Penalty: 674.396667
	Iteration 14F: 3 clusters Score -83004.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 1240 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 1058 members 
Entering Unmasked Estep 
Score: -14045212.000000 Penalty: 19117.857422
Splitting cluster 17 changes total score from -13965501.000000 to -14045212.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -65746.570312 Penalty: 324.090424
	Iteration 0F: 2 clusters Score -65746.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -64841.078125 Penalty: 648.180847
	Iteration 0F: 3 clusters Score -64841.08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65412.675781 Penalty: 648.180847
	Iteration 1F: 3 clusters Score -65412.68 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65664.265625 Penalty: 648.180847
	Iteration 2F: 3 clusters Score -65664.27 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65996.289062 Penalty: 648.180847
	Iteration 3F: 3 clusters Score -65996.29 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66184.359375 Penalty: 648.180847
	Iteration 4F: 3 clusters Score -66184.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66330.734375 Penalty: 648.180847
	Iteration 5Q: 3 clusters Score -66330.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -66417.914062 Penalty: 648.180847
	Iteration 6Q: 3 clusters Score -66417.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66447.000000 Penalty: 648.180847
	Iteration 7Q: 3 clusters Score -66447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66451.804688 Penalty: 648.180847
	Iteration 8Q: 3 clusters Score -66451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -66452.953125 Penalty: 648.180847
	Iteration 9Q: 3 clusters Score -66452.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66453.562500 Penalty: 648.180847
	Iteration 10Q: 3 clusters Score -66453.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -66454.109375 Penalty: 648.180847
	Iteration 11Q: 3 clusters Score -66454.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -66454.109375 Penalty: 648.180847
	Iteration 12F: 3 clusters Score -66454.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 1058 members 
Mstep: Class 35 contains 148 members 
Entering Unmasked Estep 
Score: -14045671.000000 Penalty: 19680.148438
Splitting cluster 18 changes total score from -13965501.000000 to -14045671.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -65114.785156 Penalty: 332.721191
	Iteration 0F: 2 clusters Score -65114.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -64026.675781 Penalty: 665.442383
	Iteration 0F: 3 clusters Score -64026.68 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -65533.058594 Penalty: 665.442383
	Iteration 1F: 3 clusters Score -65533.06 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -66324.750000 Penalty: 665.442383
	Iteration 2F: 3 clusters Score -66324.75 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66723.828125 Penalty: 665.442383
	Iteration 3F: 3 clusters Score -66723.83 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66999.093750 Penalty: 665.442383
	Iteration 4F: 3 clusters Score -66999.09 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67321.273438 Penalty: 665.442383
	Iteration 5Q: 3 clusters Score -67321.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -67411.617188 Penalty: 665.442383
	Iteration 6Q: 3 clusters Score -67411.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -67531.203125 Penalty: 665.442383
	Iteration 7Q: 3 clusters Score -67531.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -67864.140625 Penalty: 665.442383
	Iteration 8Q: 3 clusters Score -67864.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -68198.718750 Penalty: 665.442383
	Iteration 9Q: 3 clusters Score -68198.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68204.445312 Penalty: 665.442383
	Iteration 10Q: 3 clusters Score -68204.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -68208.125000 Penalty: 665.442383
	Iteration 11Q: 3 clusters Score -68208.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -68222.539062 Penalty: 665.442383
	Iteration 12Q: 3 clusters Score -68222.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -68322.593750 Penalty: 665.442383
	Iteration 13Q: 3 clusters Score -68322.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -68496.000000 Penalty: 665.442383
	Iteration 14Q: 3 clusters Score -68496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -68629.265625 Penalty: 665.442383
	Iteration 15Q: 3 clusters Score -68629.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -68710.515625 Penalty: 665.442383
	Iteration 16Q: 3 clusters Score -68710.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68764.882812 Penalty: 665.442383
	Iteration 17Q: 3 clusters Score -68764.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -68796.804688 Penalty: 665.442383
	Iteration 18Q: 3 clusters Score -68796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -68818.343750 Penalty: 665.442383
	Iteration 19Q: 3 clusters Score -68818.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68831.437500 Penalty: 665.442383
	Iteration 20F: 3 clusters Score -68831.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68833.554688 Penalty: 665.442383
	Iteration 21Q: 3 clusters Score -68833.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -68834.125000 Penalty: 665.442383
	Iteration 22Q: 3 clusters Score -68834.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68838.664062 Penalty: 665.442383
	Iteration 23Q: 3 clusters Score -68838.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68847.320312 Penalty: 665.442383
	Iteration 24Q: 3 clusters Score -68847.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68866.835938 Penalty: 665.442383
	Iteration 25Q: 3 clusters Score -68866.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -68882.148438 Penalty: 665.442383
	Iteration 26Q: 3 clusters Score -68882.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68888.070312 Penalty: 665.442383
	Iteration 27Q: 3 clusters Score -68888.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68892.984375 Penalty: 665.442383
	Iteration 28Q: 3 clusters Score -68892.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68892.984375 Penalty: 665.442383
	Iteration 29F: 3 clusters Score -68892.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 1058 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 471 members 
Entering Unmasked Estep 
Score: -14049218.000000 Penalty: 20242.437500
Splitting cluster 19 changes total score from -13965501.000000 to -14049218.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -214837.640625 Penalty: 373.262787
	Iteration 0F: 2 clusters Score -214837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -212282.468750 Penalty: 746.525574
	Iteration 0F: 3 clusters Score -212282.5 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -213217.171875 Penalty: 746.525574
	Iteration 1F: 3 clusters Score -213217.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -213374.078125 Penalty: 746.525574
	Iteration 2F: 3 clusters Score -213374.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -213539.875000 Penalty: 746.525574
	Iteration 3F: 3 clusters Score -213539.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -213690.031250 Penalty: 746.525574
	Iteration 4F: 3 clusters Score -213690 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -213853.375000 Penalty: 746.525574
	Iteration 5F: 3 clusters Score -213853.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -214038.234375 Penalty: 746.525574
	Iteration 6F: 3 clusters Score -214038.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -214242.046875 Penalty: 746.525574
	Iteration 7F: 3 clusters Score -214242 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -214409.609375 Penalty: 746.525574
	Iteration 8F: 3 clusters Score -214409.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -214530.062500 Penalty: 746.525574
	Iteration 9Q: 3 clusters Score -214530.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -214629.312500 Penalty: 746.525574
	Iteration 10Q: 3 clusters Score -214629.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -214754.515625 Penalty: 746.525574
	Iteration 11Q: 3 clusters Score -214754.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -214843.796875 Penalty: 746.525574
	Iteration 12Q: 3 clusters Score -214843.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -214911.187500 Penalty: 746.525574
	Iteration 13Q: 3 clusters Score -214911.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -214969.078125 Penalty: 746.525574
	Iteration 14Q: 3 clusters Score -214969.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -215004.531250 Penalty: 746.525574
	Iteration 15Q: 3 clusters Score -215004.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -215024.515625 Penalty: 746.525574
	Iteration 16Q: 3 clusters Score -215024.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -215044.828125 Penalty: 746.525574
	Iteration 17Q: 3 clusters Score -215044.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -215051.109375 Penalty: 746.525574
	Iteration 18Q: 3 clusters Score -215051.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -215064.375000 Penalty: 746.525574
	Iteration 19Q: 3 clusters Score -215064.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -215085.812500 Penalty: 746.525574
	Iteration 20F: 3 clusters Score -215085.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -215104.562500 Penalty: 746.525574
	Iteration 21Q: 3 clusters Score -215104.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -215131.140625 Penalty: 746.525574
	Iteration 22Q: 3 clusters Score -215131.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -215151.843750 Penalty: 746.525574
	Iteration 23Q: 3 clusters Score -215151.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -215166.406250 Penalty: 746.525574
	Iteration 24Q: 3 clusters Score -215166.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -215177.546875 Penalty: 746.525574
	Iteration 25Q: 3 clusters Score -215177.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -215194.015625 Penalty: 746.525574
	Iteration 26Q: 3 clusters Score -215194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -215209.640625 Penalty: 746.525574
	Iteration 27Q: 3 clusters Score -215209.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -215220.546875 Penalty: 746.525574
	Iteration 28Q: 3 clusters Score -215220.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -215225.968750 Penalty: 746.525574
	Iteration 29Q: 3 clusters Score -215226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -215228.046875 Penalty: 746.525574
	Iteration 30Q: 3 clusters Score -215228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -215230.328125 Penalty: 746.525574
	Iteration 31Q: 3 clusters Score -215230.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -215233.093750 Penalty: 746.525574
	Iteration 32Q: 3 clusters Score -215233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -215234.031250 Penalty: 746.525574
	Iteration 33Q: 3 clusters Score -215234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -215234.609375 Penalty: 746.525574
	Iteration 34Q: 3 clusters Score -215234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -215238.250000 Penalty: 746.525574
	Iteration 35F: 3 clusters Score -215238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -215242.437500 Penalty: 746.525574
	Iteration 36Q: 3 clusters Score -215242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -215243.453125 Penalty: 746.525574
	Iteration 37Q: 3 clusters Score -215243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -215243.453125 Penalty: 746.525574
	Iteration 38Q: 3 clusters Score -215243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -215243.343750 Penalty: 746.525574
	Iteration 39Q: 3 clusters Score -215243.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -215244.390625 Penalty: 746.525574
	Iteration 40F: 3 clusters Score -215244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -215245.000000 Penalty: 746.525574
	Iteration 41Q: 3 clusters Score -215245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -215245.015625 Penalty: 746.525574
	Iteration 42Q: 3 clusters Score -215245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -215245.296875 Penalty: 746.525574
	Iteration 43Q: 3 clusters Score -215245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -215245.296875 Penalty: 746.525574
	Iteration 44F: 3 clusters Score -215245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 2081 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 1058 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 471 members 
Mstep: Class 37 contains 2557 members 
Entering Unmasked Estep 
Score: -14049380.000000 Penalty: 20804.728516
Splitting cluster 20 changes total score from -13965501.000000 to -14049380.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -71791.789062 Penalty: 347.647491
	Iteration 0F: 2 clusters Score -71791.79 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 1038 members 
Entering Unmasked Estep 
Score: -70413.210938 Penalty: 695.294983
	Iteration 0F: 3 clusters Score -70413.21 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -72186.914062 Penalty: 695.294983
	Iteration 1F: 3 clusters Score -72186.91 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -73137.164062 Penalty: 695.294983
	Iteration 2F: 3 clusters Score -73137.16 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -73780.015625 Penalty: 695.294983
	Iteration 3F: 3 clusters Score -73780.02 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -74337.218750 Penalty: 695.294983
	Iteration 4F: 3 clusters Score -74337.22 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -75018.101562 Penalty: 695.294983
	Iteration 5F: 3 clusters Score -75018.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -75705.460938 Penalty: 695.294983
	Iteration 6F: 3 clusters Score -75705.46 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -76361.585938 Penalty: 695.294983
	Iteration 7F: 3 clusters Score -76361.59 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -77146.929688 Penalty: 695.294983
	Iteration 8F: 3 clusters Score -77146.93 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -77806.281250 Penalty: 695.294983
	Iteration 9Q: 3 clusters Score -77806.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -78077.273438 Penalty: 695.294983
	Iteration 10Q: 3 clusters Score -78077.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -78282.570312 Penalty: 695.294983
	Iteration 11Q: 3 clusters Score -78282.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -78861.531250 Penalty: 695.294983
	Iteration 12Q: 3 clusters Score -78861.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -79359.820312 Penalty: 695.294983
	Iteration 13Q: 3 clusters Score -79359.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -79677.531250 Penalty: 695.294983
	Iteration 14Q: 3 clusters Score -79677.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -79747.382812 Penalty: 695.294983
	Iteration 15Q: 3 clusters Score -79747.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -80010.882812 Penalty: 695.294983
	Iteration 16Q: 3 clusters Score -80010.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -81460.875000 Penalty: 695.294983
	Iteration 17Q: 3 clusters Score -81460.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -81460.875000 Penalty: 695.294983
	Iteration 18F: 3 clusters Score -81460.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 1058 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 471 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 920 members 
Entering Unmasked Estep 
Score: -14058845.000000 Penalty: 21367.017578
Splitting cluster 21 changes total score from -13965501.000000 to -14058845.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -60523.656250 Penalty: 324.782318
	Iteration 0F: 2 clusters Score -60523.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -59777.191406 Penalty: 649.564636
	Iteration 0F: 3 clusters Score -59777.19 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61692.035156 Penalty: 649.564636
	Iteration 1F: 3 clusters Score -61692.04 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62509.035156 Penalty: 649.564636
	Iteration 2F: 3 clusters Score -62509.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62544.996094 Penalty: 649.564636
	Iteration 3Q: 3 clusters Score -62545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62547.851562 Penalty: 649.564636
	Iteration 4Q: 3 clusters Score -62547.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62549.402344 Penalty: 649.564636
	Iteration 5Q: 3 clusters Score -62549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62549.648438 Penalty: 649.564636
	Iteration 6Q: 3 clusters Score -62549.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62549.648438 Penalty: 649.564636
	Iteration 7F: 3 clusters Score -62549.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 1058 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 471 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 920 members 
Mstep: Class 39 contains 340 members 
Entering Unmasked Estep 
Score: -14060625.000000 Penalty: 21929.308594
Splitting cluster 22 changes total score from -13965501.000000 to -14060625.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (9278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Entering Unmasked Estep 
Score: -511201.843750 Penalty: 415.660767
	Iteration 0F: 2 clusters Score -511201.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -504993.750000 Penalty: 831.321533
	Iteration 0F: 3 clusters Score -504993.8 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -507894.343750 Penalty: 831.321533
	Iteration 1F: 3 clusters Score -507894.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -508298.000000 Penalty: 831.321533
	Iteration 2F: 3 clusters Score -508298 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -508678.625000 Penalty: 831.321533
	Iteration 3F: 3 clusters Score -508678.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -509016.687500 Penalty: 831.321533
	Iteration 4F: 3 clusters Score -509016.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -509323.000000 Penalty: 831.321533
	Iteration 5F: 3 clusters Score -509323 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -509617.343750 Penalty: 831.321533
	Iteration 6Q: 3 clusters Score -509617.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -509839.031250 Penalty: 831.321533
	Iteration 7Q: 3 clusters Score -509839 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -510005.031250 Penalty: 831.321533
	Iteration 8Q: 3 clusters Score -510005 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -510150.906250 Penalty: 831.321533
	Iteration 9Q: 3 clusters Score -510150.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -510254.656250 Penalty: 831.321533
	Iteration 10Q: 3 clusters Score -510254.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -510320.156250 Penalty: 831.321533
	Iteration 11Q: 3 clusters Score -510320.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -510364.468750 Penalty: 831.321533
	Iteration 12Q: 3 clusters Score -510364.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -510389.843750 Penalty: 831.321533
	Iteration 13Q: 3 clusters Score -510389.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -510410.406250 Penalty: 831.321533
	Iteration 14Q: 3 clusters Score -510410.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -510424.625000 Penalty: 831.321533
	Iteration 15Q: 3 clusters Score -510424.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -510436.562500 Penalty: 831.321533
	Iteration 16Q: 3 clusters Score -510436.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -510448.906250 Penalty: 831.321533
	Iteration 17Q: 3 clusters Score -510448.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -510460.531250 Penalty: 831.321533
	Iteration 18Q: 3 clusters Score -510460.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -510470.906250 Penalty: 831.321533
	Iteration 19Q: 3 clusters Score -510470.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -510479.125000 Penalty: 831.321533
	Iteration 20F: 3 clusters Score -510479.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -510483.500000 Penalty: 831.321533
	Iteration 21Q: 3 clusters Score -510483.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -510487.500000 Penalty: 831.321533
	Iteration 22Q: 3 clusters Score -510487.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -510491.250000 Penalty: 831.321533
	Iteration 23Q: 3 clusters Score -510491.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -510495.718750 Penalty: 831.321533
	Iteration 24Q: 3 clusters Score -510495.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -510497.625000 Penalty: 831.321533
	Iteration 25Q: 3 clusters Score -510497.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -510499.406250 Penalty: 831.321533
	Iteration 26Q: 3 clusters Score -510499.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -510499.468750 Penalty: 831.321533
	Iteration 27Q: 3 clusters Score -510499.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -510500.000000 Penalty: 831.321533
	Iteration 28Q: 3 clusters Score -510500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -510501.468750 Penalty: 831.321533
	Iteration 29Q: 3 clusters Score -510501.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -510501.031250 Penalty: 831.321533
	Iteration 30Q: 3 clusters Score -510501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -510501.375000 Penalty: 831.321533
	Iteration 31Q: 3 clusters Score -510501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -510501.406250 Penalty: 831.321533
	Iteration 32Q: 3 clusters Score -510501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -510502.031250 Penalty: 831.321533
	Iteration 33Q: 3 clusters Score -510502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -510501.812500 Penalty: 831.321533
	Iteration 34Q: 3 clusters Score -510501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -510501.812500 Penalty: 831.321533
	Iteration 35F: 3 clusters Score -510501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -179209.937500 Penalty: 364.862427
	Iteration 0F: 2 clusters Score -179209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -177072.578125 Penalty: 729.724854
	Iteration 0F: 3 clusters Score -177072.6 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -177772.843750 Penalty: 729.724854
	Iteration 1F: 3 clusters Score -177772.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -177854.062500 Penalty: 729.724854
	Iteration 2F: 3 clusters Score -177854.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -177949.328125 Penalty: 729.724854
	Iteration 3F: 3 clusters Score -177949.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -178042.937500 Penalty: 729.724854
	Iteration 4F: 3 clusters Score -178042.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -178146.484375 Penalty: 729.724854
	Iteration 5F: 3 clusters Score -178146.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -178276.593750 Penalty: 729.724854
	Iteration 6F: 3 clusters Score -178276.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -178430.062500 Penalty: 729.724854
	Iteration 7F: 3 clusters Score -178430.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -178609.718750 Penalty: 729.724854
	Iteration 8F: 3 clusters Score -178609.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -178755.906250 Penalty: 729.724854
	Iteration 9Q: 3 clusters Score -178755.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -178844.656250 Penalty: 729.724854
	Iteration 10Q: 3 clusters Score -178844.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -178923.968750 Penalty: 729.724854
	Iteration 11Q: 3 clusters Score -178924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -178978.265625 Penalty: 729.724854
	Iteration 12Q: 3 clusters Score -178978.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -179005.828125 Penalty: 729.724854
	Iteration 13Q: 3 clusters Score -179005.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -179027.562500 Penalty: 729.724854
	Iteration 14Q: 3 clusters Score -179027.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -179067.968750 Penalty: 729.724854
	Iteration 15Q: 3 clusters Score -179068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -179107.609375 Penalty: 729.724854
	Iteration 16Q: 3 clusters Score -179107.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -179131.015625 Penalty: 729.724854
	Iteration 17Q: 3 clusters Score -179131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -179146.593750 Penalty: 729.724854
	Iteration 18Q: 3 clusters Score -179146.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -179161.515625 Penalty: 729.724854
	Iteration 19Q: 3 clusters Score -179161.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -179207.125000 Penalty: 729.724854
	Iteration 20F: 3 clusters Score -179207.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -179224.234375 Penalty: 729.724854
	Iteration 21Q: 3 clusters Score -179224.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -179239.484375 Penalty: 729.724854
	Iteration 22Q: 3 clusters Score -179239.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -179247.140625 Penalty: 729.724854
	Iteration 23Q: 3 clusters Score -179247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -179249.875000 Penalty: 729.724854
	Iteration 24Q: 3 clusters Score -179249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -179251.734375 Penalty: 729.724854
	Iteration 25Q: 3 clusters Score -179251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -179253.828125 Penalty: 729.724854
	Iteration 26Q: 3 clusters Score -179253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -179257.250000 Penalty: 729.724854
	Iteration 27Q: 3 clusters Score -179257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -179260.921875 Penalty: 729.724854
	Iteration 28Q: 3 clusters Score -179260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -179266.046875 Penalty: 729.724854
	Iteration 29Q: 3 clusters Score -179266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -179273.468750 Penalty: 729.724854
	Iteration 30Q: 3 clusters Score -179273.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -179280.859375 Penalty: 729.724854
	Iteration 31Q: 3 clusters Score -179280.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -179287.500000 Penalty: 729.724854
	Iteration 32Q: 3 clusters Score -179287.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -179296.625000 Penalty: 729.724854
	Iteration 33Q: 3 clusters Score -179296.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -179313.812500 Penalty: 729.724854
	Iteration 34Q: 3 clusters Score -179313.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179327.625000 Penalty: 729.724854
	Iteration 35Q: 3 clusters Score -179327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -179333.296875 Penalty: 729.724854
	Iteration 36Q: 3 clusters Score -179333.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -179339.062500 Penalty: 729.724854
	Iteration 37Q: 3 clusters Score -179339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -179343.671875 Penalty: 729.724854
	Iteration 38Q: 3 clusters Score -179343.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -179347.312500 Penalty: 729.724854
	Iteration 39Q: 3 clusters Score -179347.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -179352.250000 Penalty: 729.724854
	Iteration 40F: 3 clusters Score -179352.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -179356.015625 Penalty: 729.724854
	Iteration 41Q: 3 clusters Score -179356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -179357.421875 Penalty: 729.724854
	Iteration 42Q: 3 clusters Score -179357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -179358.656250 Penalty: 729.724854
	Iteration 43Q: 3 clusters Score -179358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -179360.640625 Penalty: 729.724854
	Iteration 44Q: 3 clusters Score -179360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -179363.406250 Penalty: 729.724854
	Iteration 45Q: 3 clusters Score -179363.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179365.406250 Penalty: 729.724854
	Iteration 46Q: 3 clusters Score -179365.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -179368.062500 Penalty: 729.724854
	Iteration 47Q: 3 clusters Score -179368.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179371.843750 Penalty: 729.724854
	Iteration 48Q: 3 clusters Score -179371.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179380.656250 Penalty: 729.724854
	Iteration 49Q: 3 clusters Score -179380.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -179387.593750 Penalty: 729.724854
	Iteration 50Q: 3 clusters Score -179387.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -179394.250000 Penalty: 729.724854
	Iteration 51Q: 3 clusters Score -179394.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -179403.812500 Penalty: 729.724854
	Iteration 52Q: 3 clusters Score -179403.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -179419.062500 Penalty: 729.724854
	Iteration 53Q: 3 clusters Score -179419.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -179431.281250 Penalty: 729.724854
	Iteration 54Q: 3 clusters Score -179431.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -179445.593750 Penalty: 729.724854
	Iteration 55Q: 3 clusters Score -179445.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -179473.234375 Penalty: 729.724854
	Iteration 56Q: 3 clusters Score -179473.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -179515.546875 Penalty: 729.724854
	Iteration 57Q: 3 clusters Score -179515.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -179556.750000 Penalty: 729.724854
	Iteration 58Q: 3 clusters Score -179556.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -179573.109375 Penalty: 729.724854
	Iteration 59Q: 3 clusters Score -179573.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -179581.562500 Penalty: 729.724854
	Iteration 60F: 3 clusters Score -179581.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -179584.000000 Penalty: 729.724854
	Iteration 61Q: 3 clusters Score -179584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -179585.171875 Penalty: 729.724854
	Iteration 62Q: 3 clusters Score -179585.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -179586.437500 Penalty: 729.724854
	Iteration 63Q: 3 clusters Score -179586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -179587.218750 Penalty: 729.724854
	Iteration 64Q: 3 clusters Score -179587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -179588.031250 Penalty: 729.724854
	Iteration 65Q: 3 clusters Score -179588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -179588.203125 Penalty: 729.724854
	Iteration 66Q: 3 clusters Score -179588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -179588.203125 Penalty: 729.724854
	Iteration 67F: 3 clusters Score -179588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 1905 members 
Mstep: Class 25 contains 15576 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1030 members 
Mstep: Class 29 contains 1665 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 475 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 1058 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 471 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 920 members 
Mstep: Class 39 contains 340 members 
Mstep: Class 40 contains 1133 members 
Entering Unmasked Estep 
Score: -14060797.000000 Penalty: 22491.597656
Splitting cluster 24 changes total score from -13965501.000000 to -14060797.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 25833 members 
Mstep: Class 4 contains 123876 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 13 contains 562 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 919 members 
Mstep: Class 23 contains 9278 members 
Mstep: Class 24 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14068299.000000 Penalty: 22491.597656
Iteration 39Q: 41 clusters Score -1.40683e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 25432 members 
Mstep: Class 4 contains 123893 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 16570 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 448 members 
Mstep: Class 11 contains 742 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 1150 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 18 contains 1093 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 1058 members 
Mstep: Class 23 contains 9285 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 15532 members 
Mstep: Class 26 contains 702 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1026 members 
Mstep: Class 29 contains 1662 members 
Mstep: Class 30 contains 255 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 1159 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 1044 members 
Mstep: Class 35 contains 149 members 
Mstep: Class 36 contains 466 members 
Mstep: Class 37 contains 2483 members 
Mstep: Class 38 contains 921 members 
Mstep: Class 39 contains 336 members 
Mstep: Class 40 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14076156.000000 Penalty: 22491.597656
Iteration 40F: 41 clusters Score -1.407616e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 25149 members 
Mstep: Class 4 contains 123454 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 16658 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 11 contains 745 members 
Mstep: Class 12 contains 2228 members 
Mstep: Class 13 contains 691 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 17 contains 595 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 9117 members 
Mstep: Class 24 contains 1968 members 
Mstep: Class 25 contains 15650 members 
Mstep: Class 26 contains 717 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1024 members 
Mstep: Class 29 contains 1660 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 520 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 3300 members 
Mstep: Class 34 contains 1036 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 446 members 
Mstep: Class 37 contains 2674 members 
Mstep: Class 38 contains 923 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14078559.000000 Penalty: 22491.597656
Iteration 41Q: 41 clusters Score -1.407856e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24958 members 
Mstep: Class 4 contains 123250 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 16822 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 747 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 707 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 588 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 9019 members 
Mstep: Class 24 contains 1939 members 
Mstep: Class 25 contains 15889 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1021 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 547 members 
Mstep: Class 32 contains 1169 members 
Mstep: Class 33 contains 3242 members 
Mstep: Class 34 contains 1027 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 2755 members 
Mstep: Class 38 contains 924 members 
Mstep: Class 39 contains 330 members 
Mstep: Class 40 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14079788.000000 Penalty: 22491.597656
Iteration 42Q: 41 clusters Score -1.407979e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24799 members 
Mstep: Class 4 contains 123078 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 16974 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 738 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 751 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 1191 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 586 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 8945 members 
Mstep: Class 24 contains 1917 members 
Mstep: Class 25 contains 16143 members 
Mstep: Class 26 contains 744 members 
Mstep: Class 27 contains 844 members 
Mstep: Class 28 contains 1019 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 293 members 
Mstep: Class 31 contains 568 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 3226 members 
Mstep: Class 34 contains 1023 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080402.000000 Penalty: 22491.597656
Iteration 43Q: 41 clusters Score -1.40804e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24651 members 
Mstep: Class 4 contains 122948 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17068 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 1183 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 8894 members 
Mstep: Class 24 contains 1902 members 
Mstep: Class 25 contains 16367 members 
Mstep: Class 26 contains 751 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 287 members 
Mstep: Class 31 contains 583 members 
Mstep: Class 32 contains 1190 members 
Mstep: Class 33 contains 3227 members 
Mstep: Class 34 contains 1014 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 366 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 306 members 
Mstep: Class 40 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14080770.000000 Penalty: 22491.597656
Iteration 44Q: 41 clusters Score -1.408077e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24535 members 
Mstep: Class 4 contains 122828 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17126 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 1174 members 
Mstep: Class 15 contains 2580 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 1018 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 8867 members 
Mstep: Class 24 contains 1895 members 
Mstep: Class 25 contains 16574 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1010 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 594 members 
Mstep: Class 32 contains 1201 members 
Mstep: Class 33 contains 3234 members 
Mstep: Class 34 contains 1008 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 363 members 
Mstep: Class 37 contains 2896 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081148.000000 Penalty: 22491.597656
Iteration 45Q: 41 clusters Score -1.408115e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24439 members 
Mstep: Class 4 contains 122715 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17157 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 1171 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 8835 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 16762 members 
Mstep: Class 26 contains 744 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1004 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 609 members 
Mstep: Class 32 contains 1206 members 
Mstep: Class 33 contains 3242 members 
Mstep: Class 34 contains 994 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 363 members 
Mstep: Class 37 contains 2923 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081799.000000 Penalty: 22491.597656
Iteration 46Q: 41 clusters Score -1.40818e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24352 members 
Mstep: Class 4 contains 122617 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17177 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 1168 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1129 members 
Mstep: Class 23 contains 8808 members 
Mstep: Class 24 contains 1893 members 
Mstep: Class 25 contains 16919 members 
Mstep: Class 26 contains 739 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 627 members 
Mstep: Class 32 contains 1209 members 
Mstep: Class 33 contains 3256 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 363 members 
Mstep: Class 37 contains 2954 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081873.000000 Penalty: 22491.597656
Iteration 47Q: 41 clusters Score -1.408187e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24281 members 
Mstep: Class 4 contains 122513 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17192 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 1161 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 1632 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1267 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 1894 members 
Mstep: Class 25 contains 17072 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 643 members 
Mstep: Class 32 contains 1215 members 
Mstep: Class 33 contains 3262 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 2986 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081961.000000 Penalty: 22491.597656
Iteration 48Q: 41 clusters Score -1.408196e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 122418 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 732 members 
Mstep: Class 14 contains 1153 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1275 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 8754 members 
Mstep: Class 24 contains 1892 members 
Mstep: Class 25 contains 17218 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 667 members 
Mstep: Class 32 contains 1223 members 
Mstep: Class 33 contains 3270 members 
Mstep: Class 34 contains 940 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14081982.000000 Penalty: 22491.597656
Iteration 49Q: 41 clusters Score -1.408198e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24142 members 
Mstep: Class 4 contains 122318 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17215 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1280 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 1889 members 
Mstep: Class 25 contains 17355 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 687 members 
Mstep: Class 32 contains 1230 members 
Mstep: Class 33 contains 3273 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082034.000000 Penalty: 22491.597656
Iteration 50Q: 41 clusters Score -1.408203e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24092 members 
Mstep: Class 4 contains 122208 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17221 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 1139 members 
Mstep: Class 15 contains 2542 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 571 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1282 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 8729 members 
Mstep: Class 24 contains 1884 members 
Mstep: Class 25 contains 17497 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 696 members 
Mstep: Class 32 contains 1238 members 
Mstep: Class 33 contains 3277 members 
Mstep: Class 34 contains 917 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3053 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082105.000000 Penalty: 22491.597656
Iteration 51Q: 41 clusters Score -1.40821e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24051 members 
Mstep: Class 4 contains 122108 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 1139 members 
Mstep: Class 15 contains 2539 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 571 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 8715 members 
Mstep: Class 24 contains 1883 members 
Mstep: Class 25 contains 17621 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 708 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 3277 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3076 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082087.000000 Penalty: 22491.597656
Iteration 52Q: 41 clusters Score -1.408209e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 24007 members 
Mstep: Class 4 contains 122018 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1285 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 8700 members 
Mstep: Class 24 contains 1879 members 
Mstep: Class 25 contains 17742 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 3277 members 
Mstep: Class 34 contains 897 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3096 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082160.000000 Penalty: 22491.597656
Iteration 53Q: 41 clusters Score -1.408216e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23965 members 
Mstep: Class 4 contains 121930 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 727 members 
Mstep: Class 14 contains 1147 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 569 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1285 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 1877 members 
Mstep: Class 25 contains 17862 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 729 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 887 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3116 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082184.000000 Penalty: 22491.597656
Iteration 54Q: 41 clusters Score -1.408218e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23913 members 
Mstep: Class 4 contains 121851 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 725 members 
Mstep: Class 14 contains 1144 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 8673 members 
Mstep: Class 24 contains 1875 members 
Mstep: Class 25 contains 17980 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 1256 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082257.000000 Penalty: 22491.597656
Iteration 55Q: 41 clusters Score -1.408226e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23862 members 
Mstep: Class 4 contains 121783 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 724 members 
Mstep: Class 14 contains 1137 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1287 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 8661 members 
Mstep: Class 24 contains 1873 members 
Mstep: Class 25 contains 18093 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 741 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3147 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082331.000000 Penalty: 22491.597656
Iteration 56Q: 41 clusters Score -1.408233e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23804 members 
Mstep: Class 4 contains 121739 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 1134 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1287 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 1871 members 
Mstep: Class 25 contains 18184 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 744 members 
Mstep: Class 32 contains 1267 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3164 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082419.000000 Penalty: 22491.597656
Iteration 57Q: 41 clusters Score -1.408242e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23758 members 
Mstep: Class 4 contains 121684 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 1718 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1287 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 8641 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 18277 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 744 members 
Mstep: Class 32 contains 1274 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3179 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082407.000000 Penalty: 22491.597656
Iteration 58Q: 41 clusters Score -1.408241e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23716 members 
Mstep: Class 4 contains 121631 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1288 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 8634 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 18363 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 744 members 
Mstep: Class 32 contains 1279 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3189 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14082446.000000 Penalty: 22491.597656
Iteration 59Q: 41 clusters Score -1.408245e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23683 members 
Mstep: Class 4 contains 121578 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1288 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 8624 members 
Mstep: Class 24 contains 1868 members 
Mstep: Class 25 contains 18443 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 280 members 
Mstep: Class 31 contains 744 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 3276 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 361 members 
Mstep: Class 37 contains 3206 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14083211.000000 Penalty: 22491.597656
Iteration 60F: 41 clusters Score -1.408321e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23653 members 
Mstep: Class 4 contains 121510 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 17225 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 1154 members 
Mstep: Class 15 contains 2518 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 8617 members 
Mstep: Class 24 contains 1867 members 
Mstep: Class 25 contains 18511 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 297 members 
Mstep: Class 31 contains 782 members 
Mstep: Class 32 contains 1286 members 
Mstep: Class 33 contains 3223 members 
Mstep: Class 34 contains 837 members 
Mstep: Class 35 contains 144 members 
Mstep: Class 36 contains 334 members 
Mstep: Class 37 contains 3217 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14083832.000000 Penalty: 22491.597656
Iteration 61Q: 41 clusters Score -1.408383e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23625 members 
Mstep: Class 4 contains 121468 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 17258 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 708 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 772 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 721 members 
Mstep: Class 14 contains 1161 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 572 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 1293 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 8608 members 
Mstep: Class 24 contains 1868 members 
Mstep: Class 25 contains 18576 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 839 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 3200 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 332 members 
Mstep: Class 37 contains 3225 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084070.000000 Penalty: 22491.597656
Iteration 62Q: 41 clusters Score -1.408407e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23599 members 
Mstep: Class 4 contains 121436 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 17283 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 1157 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1297 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 8602 members 
Mstep: Class 24 contains 1868 members 
Mstep: Class 25 contains 18639 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1649 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 3183 members 
Mstep: Class 34 contains 729 members 
Mstep: Class 35 contains 144 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3234 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084284.000000 Penalty: 22491.597656
Iteration 63Q: 41 clusters Score -1.408428e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23576 members 
Mstep: Class 4 contains 121399 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 17303 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 1147 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 576 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 8596 members 
Mstep: Class 24 contains 1869 members 
Mstep: Class 25 contains 18698 members 
Mstep: Class 26 contains 737 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 1334 members 
Mstep: Class 33 contains 3175 members 
Mstep: Class 34 contains 677 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 3236 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084516.000000 Penalty: 22491.597656
Iteration 64Q: 41 clusters Score -1.408452e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23553 members 
Mstep: Class 4 contains 121366 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 783 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 1064 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 1867 members 
Mstep: Class 25 contains 18754 members 
Mstep: Class 26 contains 736 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 984 members 
Mstep: Class 32 contains 1358 members 
Mstep: Class 33 contains 3163 members 
Mstep: Class 34 contains 640 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084696.000000 Penalty: 22491.597656
Iteration 65Q: 41 clusters Score -1.40847e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 484 members 
Mstep: Class 3 contains 23537 members 
Mstep: Class 4 contains 121321 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17339 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 786 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 1111 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 1068 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1098 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 1860 members 
Mstep: Class 25 contains 18812 members 
Mstep: Class 26 contains 734 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 274 members 
Mstep: Class 31 contains 991 members 
Mstep: Class 32 contains 1376 members 
Mstep: Class 33 contains 3151 members 
Mstep: Class 34 contains 627 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 330 members 
Mstep: Class 37 contains 3255 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084771.000000 Penalty: 22491.597656
Iteration 66Q: 41 clusters Score -1.408477e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23521 members 
Mstep: Class 4 contains 121273 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 2480 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 571 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1090 members 
Mstep: Class 23 contains 8572 members 
Mstep: Class 24 contains 1852 members 
Mstep: Class 25 contains 18880 members 
Mstep: Class 26 contains 734 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 993 members 
Mstep: Class 32 contains 1387 members 
Mstep: Class 33 contains 3134 members 
Mstep: Class 34 contains 618 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 330 members 
Mstep: Class 37 contains 3268 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084811.000000 Penalty: 22491.597656
Iteration 67Q: 41 clusters Score -1.408481e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23500 members 
Mstep: Class 4 contains 121251 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17373 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 789 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 2486 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 571 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1345 members 
Mstep: Class 21 contains 1006 members 
Mstep: Class 22 contains 1074 members 
Mstep: Class 23 contains 8566 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 18927 members 
Mstep: Class 26 contains 734 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 996 members 
Mstep: Class 32 contains 1392 members 
Mstep: Class 33 contains 3120 members 
Mstep: Class 34 contains 611 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084881.000000 Penalty: 22491.597656
Iteration 68Q: 41 clusters Score -1.408488e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 121214 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17383 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1355 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 1061 members 
Mstep: Class 23 contains 8558 members 
Mstep: Class 24 contains 1847 members 
Mstep: Class 25 contains 18979 members 
Mstep: Class 26 contains 734 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 269 members 
Mstep: Class 31 contains 997 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 3291 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084972.000000 Penalty: 22491.597656
Iteration 69Q: 41 clusters Score -1.408497e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23466 members 
Mstep: Class 4 contains 121169 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17397 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 718 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 569 members 
Mstep: Class 18 contains 1082 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 1052 members 
Mstep: Class 23 contains 8550 members 
Mstep: Class 24 contains 1844 members 
Mstep: Class 25 contains 19037 members 
Mstep: Class 26 contains 734 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 268 members 
Mstep: Class 31 contains 996 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 332 members 
Mstep: Class 37 contains 3309 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14084995.000000 Penalty: 22491.597656
Iteration 70Q: 41 clusters Score -1.4085e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23446 members 
Mstep: Class 4 contains 121133 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 18 contains 1085 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1374 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 1050 members 
Mstep: Class 23 contains 8537 members 
Mstep: Class 24 contains 1835 members 
Mstep: Class 25 contains 19094 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 994 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 608 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085039.000000 Penalty: 22491.597656
Iteration 71Q: 41 clusters Score -1.408504e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23423 members 
Mstep: Class 4 contains 121080 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17415 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 717 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1046 members 
Mstep: Class 23 contains 8532 members 
Mstep: Class 24 contains 1830 members 
Mstep: Class 25 contains 19164 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 994 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 608 members 
Mstep: Class 35 contains 151 members 
Mstep: Class 36 contains 331 members 
Mstep: Class 37 contains 3343 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085057.000000 Penalty: 22491.597656
Iteration 72Q: 41 clusters Score -1.408506e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23407 members 
Mstep: Class 4 contains 121010 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17418 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1383 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 19243 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 332 members 
Mstep: Class 37 contains 3356 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085141.000000 Penalty: 22491.597656
Iteration 73Q: 41 clusters Score -1.408514e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23391 members 
Mstep: Class 4 contains 120943 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17423 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1391 members 
Mstep: Class 21 contains 1011 members 
Mstep: Class 22 contains 1036 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 19320 members 
Mstep: Class 26 contains 730 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 3048 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 332 members 
Mstep: Class 37 contains 3361 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085129.000000 Penalty: 22491.597656
Iteration 74Q: 41 clusters Score -1.408513e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 485 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 120885 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17427 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 2519 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 1035 members 
Mstep: Class 23 contains 8520 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 19386 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 332 members 
Mstep: Class 37 contains 3375 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085175.000000 Penalty: 22491.597656
Iteration 75Q: 41 clusters Score -1.408518e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 23373 members 
Mstep: Class 4 contains 120822 members 
Mstep: Class 5 contains 2587 members 
Mstep: Class 6 contains 17428 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1400 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 1033 members 
Mstep: Class 23 contains 8515 members 
Mstep: Class 24 contains 1818 members 
Mstep: Class 25 contains 19456 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 3009 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 332 members 
Mstep: Class 37 contains 3391 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085238.000000 Penalty: 22491.597656
Iteration 76Q: 41 clusters Score -1.408524e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 23364 members 
Mstep: Class 4 contains 120775 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17431 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1100 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1402 members 
Mstep: Class 21 contains 1011 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 8512 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 19511 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2981 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 334 members 
Mstep: Class 37 contains 3403 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085296.000000 Penalty: 22491.597656
Iteration 77Q: 41 clusters Score -1.40853e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 120747 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17437 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 1721 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 1405 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 1028 members 
Mstep: Class 23 contains 8511 members 
Mstep: Class 24 contains 1808 members 
Mstep: Class 25 contains 19554 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2951 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 334 members 
Mstep: Class 37 contains 3416 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14085327.000000 Penalty: 22491.597656
Iteration 78Q: 41 clusters Score -1.408533e+07 nChanged 115
Entering ConstructFrom: 
Score: -14085327.000000 Penalty: 22491.597656
Entering ConstructFrom: 
Trying to split cluster 1 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -304025.375000 Penalty: 376.250610
	Iteration 0F: 2 clusters Score -304025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -301388.906250 Penalty: 752.501221
	Iteration 0F: 3 clusters Score -301388.9 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -302979.406250 Penalty: 752.501221
	Iteration 1F: 3 clusters Score -302979.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -303530.781250 Penalty: 752.501221
	Iteration 2F: 3 clusters Score -303530.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -304109.562500 Penalty: 752.501221
	Iteration 3F: 3 clusters Score -304109.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -304528.625000 Penalty: 752.501221
	Iteration 4F: 3 clusters Score -304528.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -304732.843750 Penalty: 752.501221
	Iteration 5F: 3 clusters Score -304732.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -304806.375000 Penalty: 752.501221
	Iteration 6Q: 3 clusters Score -304806.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -304846.656250 Penalty: 752.501221
	Iteration 7Q: 3 clusters Score -304846.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -304864.468750 Penalty: 752.501221
	Iteration 8Q: 3 clusters Score -304864.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -304870.906250 Penalty: 752.501221
	Iteration 9Q: 3 clusters Score -304870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -304873.312500 Penalty: 752.501221
	Iteration 10Q: 3 clusters Score -304873.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -304874.156250 Penalty: 752.501221
	Iteration 11Q: 3 clusters Score -304874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -304875.375000 Penalty: 752.501221
	Iteration 12Q: 3 clusters Score -304875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -304875.531250 Penalty: 752.501221
	Iteration 13Q: 3 clusters Score -304875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -304875.343750 Penalty: 752.501221
	Iteration 14Q: 3 clusters Score -304875.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -304875.125000 Penalty: 752.501221
	Iteration 15Q: 3 clusters Score -304875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -304875.500000 Penalty: 752.501221
	Iteration 16Q: 3 clusters Score -304875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -304876.156250 Penalty: 752.501221
	Iteration 17Q: 3 clusters Score -304876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -304876.156250 Penalty: 752.501221
	Iteration 18Q: 3 clusters Score -304876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -304876.343750 Penalty: 752.501221
	Iteration 19Q: 3 clusters Score -304876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -304876.312500 Penalty: 752.501221
	Iteration 20F: 3 clusters Score -304876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -304876.250000 Penalty: 752.501221
	Iteration 21Q: 3 clusters Score -304876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -304876.500000 Penalty: 752.501221
	Iteration 22Q: 3 clusters Score -304876.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -304876.500000 Penalty: 752.501221
	Iteration 23F: 3 clusters Score -304876.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 120726 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17440 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Entering Unmasked Estep 
Score: -14086054.000000 Penalty: 23053.888672
Splitting cluster 1 changes total score from -14085327.000000 to -14086054.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 2 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -33190.625000 Penalty: 281.472504
	Iteration 0F: 2 clusters Score -33190.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32826.375000 Penalty: 562.945007
	Iteration 0F: 3 clusters Score -32826.38 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33282.589844 Penalty: 562.945007
	Iteration 1F: 3 clusters Score -33282.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33415.535156 Penalty: 562.945007
	Iteration 2F: 3 clusters Score -33415.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33460.898438 Penalty: 562.945007
	Iteration 3Q: 3 clusters Score -33460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33470.105469 Penalty: 562.945007
	Iteration 4Q: 3 clusters Score -33470.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -33487.601562 Penalty: 562.945007
	Iteration 5Q: 3 clusters Score -33487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33501.421875 Penalty: 562.945007
	Iteration 6Q: 3 clusters Score -33501.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33515.187500 Penalty: 562.945007
	Iteration 7Q: 3 clusters Score -33515.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33523.289062 Penalty: 562.945007
	Iteration 8Q: 3 clusters Score -33523.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33524.460938 Penalty: 562.945007
	Iteration 9Q: 3 clusters Score -33524.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33524.460938 Penalty: 562.945007
	Iteration 10F: 3 clusters Score -33524.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 120726 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17440 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Entering Unmasked Estep 
Score: -14086098.000000 Penalty: 23616.177734
Splitting cluster 2 changes total score from -14085327.000000 to -14086098.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 3 (23346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Entering Unmasked Estep 
Score: -1389349.875000 Penalty: 457.647217
	Iteration 0F: 2 clusters Score -1389350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1373702.750000 Penalty: 915.294434
	Iteration 0F: 3 clusters Score -1373703 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1380456.375000 Penalty: 915.294434
	Iteration 1F: 3 clusters Score -1380456 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1381128.125000 Penalty: 915.294434
	Iteration 2F: 3 clusters Score -1381128 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1382096.250000 Penalty: 915.294434
	Iteration 3F: 3 clusters Score -1382096 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1383266.125000 Penalty: 915.294434
	Iteration 4F: 3 clusters Score -1383266 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1384397.375000 Penalty: 915.294434
	Iteration 5F: 3 clusters Score -1384397 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1385366.250000 Penalty: 915.294434
	Iteration 6F: 3 clusters Score -1385366 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1386139.000000 Penalty: 915.294434
	Iteration 7Q: 3 clusters Score -1386139 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -1386827.750000 Penalty: 915.294434
	Iteration 8Q: 3 clusters Score -1386828 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -1387480.625000 Penalty: 915.294434
	Iteration 9Q: 3 clusters Score -1387481 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -1388098.500000 Penalty: 915.294434
	Iteration 10Q: 3 clusters Score -1388098 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -1388549.250000 Penalty: 915.294434
	Iteration 11Q: 3 clusters Score -1388549 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1388795.500000 Penalty: 915.294434
	Iteration 12Q: 3 clusters Score -1388796 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -1388940.750000 Penalty: 915.294434
	Iteration 13Q: 3 clusters Score -1388941 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -1388994.625000 Penalty: 915.294434
	Iteration 14Q: 3 clusters Score -1388995 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -1389026.375000 Penalty: 915.294434
	Iteration 15Q: 3 clusters Score -1389026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -1389048.250000 Penalty: 915.294434
	Iteration 16Q: 3 clusters Score -1389048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -1389063.250000 Penalty: 915.294434
	Iteration 17Q: 3 clusters Score -1389063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -1389072.375000 Penalty: 915.294434
	Iteration 18Q: 3 clusters Score -1389072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1389075.125000 Penalty: 915.294434
	Iteration 19Q: 3 clusters Score -1389075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1389081.375000 Penalty: 915.294434
	Iteration 20F: 3 clusters Score -1389081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -1389086.250000 Penalty: 915.294434
	Iteration 21Q: 3 clusters Score -1389086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -1389092.875000 Penalty: 915.294434
	Iteration 22Q: 3 clusters Score -1389093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -1389092.125000 Penalty: 915.294434
	Iteration 23Q: 3 clusters Score -1389092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -1389098.500000 Penalty: 915.294434
	Iteration 24Q: 3 clusters Score -1389098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -1389104.375000 Penalty: 915.294434
	Iteration 25Q: 3 clusters Score -1389104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -1389108.250000 Penalty: 915.294434
	Iteration 26Q: 3 clusters Score -1389108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -1389107.625000 Penalty: 915.294434
	Iteration 27Q: 3 clusters Score -1389108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -1389109.750000 Penalty: 915.294434
	Iteration 28Q: 3 clusters Score -1389110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -1389110.375000 Penalty: 915.294434
	Iteration 29Q: 3 clusters Score -1389110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -1389110.875000 Penalty: 915.294434
	Iteration 30Q: 3 clusters Score -1389111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -1389111.375000 Penalty: 915.294434
	Iteration 31Q: 3 clusters Score -1389111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -1389111.625000 Penalty: 915.294434
	Iteration 32Q: 3 clusters Score -1389112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -1389111.375000 Penalty: 915.294434
	Iteration 33Q: 3 clusters Score -1389111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1389111.125000 Penalty: 915.294434
	Iteration 34Q: 3 clusters Score -1389111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -1389110.625000 Penalty: 915.294434
	Iteration 35Q: 3 clusters Score -1389111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -1389110.750000 Penalty: 915.294434
	Iteration 36Q: 3 clusters Score -1389111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -1389111.250000 Penalty: 915.294434
	Iteration 37Q: 3 clusters Score -1389111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -1389111.000000 Penalty: 915.294434
	Iteration 38Q: 3 clusters Score -1389111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -1389110.500000 Penalty: 915.294434
	Iteration 39Q: 3 clusters Score -1389110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -1389110.500000 Penalty: 915.294434
	Iteration 40F: 3 clusters Score -1389110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Entering Unmasked Estep 
Score: -7473093.000000 Penalty: 532.408203
	Iteration 0F: 2 clusters Score -7473093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -7397946.000000 Penalty: 1064.816406
	Iteration 0F: 3 clusters Score -7397946 nChanged 58969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -7435319.500000 Penalty: 1064.816406
	Iteration 1F: 3 clusters Score -7435320 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -7438593.500000 Penalty: 1064.816406
	Iteration 2F: 3 clusters Score -7438594 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -7443536.000000 Penalty: 1064.816406
	Iteration 3F: 3 clusters Score -7443536 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -7449853.000000 Penalty: 1064.816406
	Iteration 4F: 3 clusters Score -7449853 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -7456316.000000 Penalty: 1064.816406
	Iteration 5F: 3 clusters Score -7456316 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -7461339.500000 Penalty: 1064.816406
	Iteration 6F: 3 clusters Score -7461340 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -7464927.000000 Penalty: 1064.816406
	Iteration 7Q: 3 clusters Score -7464927 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 111556 members 
Entering Unmasked Estep 
Score: -7467270.000000 Penalty: 1064.816406
	Iteration 8Q: 3 clusters Score -7467270 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -7468824.000000 Penalty: 1064.816406
	Iteration 9Q: 3 clusters Score -7468824 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 115883 members 
Entering Unmasked Estep 
Score: -7469872.000000 Penalty: 1064.816406
	Iteration 10Q: 3 clusters Score -7469872 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -7470671.000000 Penalty: 1064.816406
	Iteration 11Q: 3 clusters Score -7470671 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 118078 members 
Entering Unmasked Estep 
Score: -7471269.500000 Penalty: 1064.816406
	Iteration 12Q: 3 clusters Score -7471270 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -7471670.500000 Penalty: 1064.816406
	Iteration 13Q: 3 clusters Score -7471670 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 119108 members 
Entering Unmasked Estep 
Score: -7472002.500000 Penalty: 1064.816406
	Iteration 14Q: 3 clusters Score -7472002 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -7472182.500000 Penalty: 1064.816406
	Iteration 15Q: 3 clusters Score -7472182 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 119583 members 
Entering Unmasked Estep 
Score: -7472331.000000 Penalty: 1064.816406
	Iteration 16Q: 3 clusters Score -7472331 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 119708 members 
Entering Unmasked Estep 
Score: -7472427.000000 Penalty: 1064.816406
	Iteration 17Q: 3 clusters Score -7472427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 119804 members 
Entering Unmasked Estep 
Score: -7472533.500000 Penalty: 1064.816406
	Iteration 18Q: 3 clusters Score -7472534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 119873 members 
Entering Unmasked Estep 
Score: -7472590.500000 Penalty: 1064.816406
	Iteration 19Q: 3 clusters Score -7472590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 119922 members 
Entering Unmasked Estep 
Score: -7472641.500000 Penalty: 1064.816406
	Iteration 20F: 3 clusters Score -7472642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 119946 members 
Entering Unmasked Estep 
Score: -7472655.500000 Penalty: 1064.816406
	Iteration 21Q: 3 clusters Score -7472656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 119961 members 
Entering Unmasked Estep 
Score: -7472704.500000 Penalty: 1064.816406
	Iteration 22Q: 3 clusters Score -7472704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -7472742.500000 Penalty: 1064.816406
	Iteration 23Q: 3 clusters Score -7472742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -7472772.000000 Penalty: 1064.816406
	Iteration 24Q: 3 clusters Score -7472772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -7472802.500000 Penalty: 1064.816406
	Iteration 25Q: 3 clusters Score -7472802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -7472834.500000 Penalty: 1064.816406
	Iteration 26Q: 3 clusters Score -7472834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -7472861.000000 Penalty: 1064.816406
	Iteration 27Q: 3 clusters Score -7472861 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 119859 members 
Entering Unmasked Estep 
Score: -7472897.000000 Penalty: 1064.816406
	Iteration 28Q: 3 clusters Score -7472897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 119808 members 
Entering Unmasked Estep 
Score: -7472934.000000 Penalty: 1064.816406
	Iteration 29Q: 3 clusters Score -7472934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -7472947.000000 Penalty: 1064.816406
	Iteration 30Q: 3 clusters Score -7472947 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -7472976.000000 Penalty: 1064.816406
	Iteration 31Q: 3 clusters Score -7472976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 119624 members 
Entering Unmasked Estep 
Score: -7472988.500000 Penalty: 1064.816406
	Iteration 32Q: 3 clusters Score -7472988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 119579 members 
Entering Unmasked Estep 
Score: -7473018.000000 Penalty: 1064.816406
	Iteration 33Q: 3 clusters Score -7473018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 119547 members 
Entering Unmasked Estep 
Score: -7473014.500000 Penalty: 1064.816406
	Iteration 34Q: 3 clusters Score -7473014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -7473018.500000 Penalty: 1064.816406
	Iteration 35Q: 3 clusters Score -7473018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 119513 members 
Entering Unmasked Estep 
Score: -7473033.500000 Penalty: 1064.816406
	Iteration 36Q: 3 clusters Score -7473034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -7473042.000000 Penalty: 1064.816406
	Iteration 37Q: 3 clusters Score -7473042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 119497 members 
Entering Unmasked Estep 
Score: -7473027.000000 Penalty: 1064.816406
	Iteration 38Q: 3 clusters Score -7473027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -7473034.500000 Penalty: 1064.816406
	Iteration 39Q: 3 clusters Score -7473034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -7473072.000000 Penalty: 1064.816406
	Iteration 40F: 3 clusters Score -7473072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 119434 members 
Entering Unmasked Estep 
Score: -7473101.000000 Penalty: 1064.816406
	Iteration 41Q: 3 clusters Score -7473101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 119376 members 
Entering Unmasked Estep 
Score: -7473136.000000 Penalty: 1064.816406
	Iteration 42Q: 3 clusters Score -7473136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 119322 members 
Entering Unmasked Estep 
Score: -7473148.000000 Penalty: 1064.816406
	Iteration 43Q: 3 clusters Score -7473148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -7473192.500000 Penalty: 1064.816406
	Iteration 44Q: 3 clusters Score -7473192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 119234 members 
Entering Unmasked Estep 
Score: -7473208.000000 Penalty: 1064.816406
	Iteration 45Q: 3 clusters Score -7473208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -7473214.000000 Penalty: 1064.816406
	Iteration 46Q: 3 clusters Score -7473214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 119152 members 
Entering Unmasked Estep 
Score: -7473213.500000 Penalty: 1064.816406
	Iteration 47Q: 3 clusters Score -7473214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 119107 members 
Entering Unmasked Estep 
Score: -7473210.000000 Penalty: 1064.816406
	Iteration 48Q: 3 clusters Score -7473210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -7473202.000000 Penalty: 1064.816406
	Iteration 49Q: 3 clusters Score -7473202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 119040 members 
Entering Unmasked Estep 
Score: -7473208.500000 Penalty: 1064.816406
	Iteration 50Q: 3 clusters Score -7473208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -7473214.000000 Penalty: 1064.816406
	Iteration 51Q: 3 clusters Score -7473214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -7473243.000000 Penalty: 1064.816406
	Iteration 52Q: 3 clusters Score -7473243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 118952 members 
Entering Unmasked Estep 
Score: -7473253.000000 Penalty: 1064.816406
	Iteration 53Q: 3 clusters Score -7473253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 118920 members 
Entering Unmasked Estep 
Score: -7473256.000000 Penalty: 1064.816406
	Iteration 54Q: 3 clusters Score -7473256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 118877 members 
Entering Unmasked Estep 
Score: -7473264.500000 Penalty: 1064.816406
	Iteration 55Q: 3 clusters Score -7473264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 118840 members 
Entering Unmasked Estep 
Score: -7473262.000000 Penalty: 1064.816406
	Iteration 56Q: 3 clusters Score -7473262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 118805 members 
Entering Unmasked Estep 
Score: -7473256.000000 Penalty: 1064.816406
	Iteration 57Q: 3 clusters Score -7473256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 118787 members 
Entering Unmasked Estep 
Score: -7473260.500000 Penalty: 1064.816406
	Iteration 58Q: 3 clusters Score -7473260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -7473266.000000 Penalty: 1064.816406
	Iteration 59Q: 3 clusters Score -7473266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 118750 members 
Entering Unmasked Estep 
Score: -7473260.500000 Penalty: 1064.816406
	Iteration 60F: 3 clusters Score -7473260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 118733 members 
Entering Unmasked Estep 
Score: -7473262.000000 Penalty: 1064.816406
	Iteration 61Q: 3 clusters Score -7473262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 118711 members 
Entering Unmasked Estep 
Score: -7473260.000000 Penalty: 1064.816406
	Iteration 62Q: 3 clusters Score -7473260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 118702 members 
Entering Unmasked Estep 
Score: -7473276.500000 Penalty: 1064.816406
	Iteration 63Q: 3 clusters Score -7473276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -7473290.000000 Penalty: 1064.816406
	Iteration 64Q: 3 clusters Score -7473290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -7473305.500000 Penalty: 1064.816406
	Iteration 65Q: 3 clusters Score -7473306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -7473294.000000 Penalty: 1064.816406
	Iteration 66Q: 3 clusters Score -7473294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 118647 members 
Entering Unmasked Estep 
Score: -7473291.000000 Penalty: 1064.816406
	Iteration 67Q: 3 clusters Score -7473291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 118634 members 
Entering Unmasked Estep 
Score: -7473290.500000 Penalty: 1064.816406
	Iteration 68Q: 3 clusters Score -7473290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 118634 members 
Entering Unmasked Estep 
Score: -7473289.000000 Penalty: 1064.816406
	Iteration 69Q: 3 clusters Score -7473289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -7473295.500000 Penalty: 1064.816406
	Iteration 70Q: 3 clusters Score -7473296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 118632 members 
Entering Unmasked Estep 
Score: -7473304.500000 Penalty: 1064.816406
	Iteration 71Q: 3 clusters Score -7473304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 118627 members 
Entering Unmasked Estep 
Score: -7473300.500000 Penalty: 1064.816406
	Iteration 72Q: 3 clusters Score -7473300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 118626 members 
Entering Unmasked Estep 
Score: -7473299.500000 Penalty: 1064.816406
	Iteration 73Q: 3 clusters Score -7473300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
Score: -7473304.500000 Penalty: 1064.816406
	Iteration 74Q: 3 clusters Score -7473304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -7473302.000000 Penalty: 1064.816406
	Iteration 75Q: 3 clusters Score -7473302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -7473304.500000 Penalty: 1064.816406
	Iteration 76Q: 3 clusters Score -7473304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
Score: -7473301.500000 Penalty: 1064.816406
	Iteration 77Q: 3 clusters Score -7473302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 118622 members 
Entering Unmasked Estep 
Score: -7473296.500000 Penalty: 1064.816406
	Iteration 78Q: 3 clusters Score -7473296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 118619 members 
Entering Unmasked Estep 
Score: -7473290.500000 Penalty: 1064.816406
	Iteration 79Q: 3 clusters Score -7473290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 118613 members 
Entering Unmasked Estep 
Score: -7473301.500000 Penalty: 1064.816406
	Iteration 80F: 3 clusters Score -7473302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -7473314.500000 Penalty: 1064.816406
	Iteration 81Q: 3 clusters Score -7473314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 118596 members 
Entering Unmasked Estep 
Score: -7473316.500000 Penalty: 1064.816406
	Iteration 82Q: 3 clusters Score -7473316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 118590 members 
Entering Unmasked Estep 
Score: -7473317.000000 Penalty: 1064.816406
	Iteration 83Q: 3 clusters Score -7473317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 118583 members 
Entering Unmasked Estep 
Score: -7473316.500000 Penalty: 1064.816406
	Iteration 84Q: 3 clusters Score -7473316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 118578 members 
Entering Unmasked Estep 
Score: -7473325.500000 Penalty: 1064.816406
	Iteration 85Q: 3 clusters Score -7473326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 118573 members 
Entering Unmasked Estep 
Score: -7473331.500000 Penalty: 1064.816406
	Iteration 86Q: 3 clusters Score -7473332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 118573 members 
Entering Unmasked Estep 
Score: -7473328.000000 Penalty: 1064.816406
	Iteration 87Q: 3 clusters Score -7473328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -7473325.000000 Penalty: 1064.816406
	Iteration 88Q: 3 clusters Score -7473325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -7473325.000000 Penalty: 1064.816406
	Iteration 89F: 3 clusters Score -7473325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 17440 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Entering Unmasked Estep 
Score: -14086210.000000 Penalty: 24178.466797
Splitting cluster 4 changes total score from -14085327.000000 to -14086210.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 5 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -154606.015625 Penalty: 357.568146
	Iteration 0F: 2 clusters Score -154606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -152742.765625 Penalty: 715.136292
	Iteration 0F: 3 clusters Score -152742.8 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -153438.578125 Penalty: 715.136292
	Iteration 1F: 3 clusters Score -153438.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -153577.703125 Penalty: 715.136292
	Iteration 2F: 3 clusters Score -153577.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -153714.578125 Penalty: 715.136292
	Iteration 3F: 3 clusters Score -153714.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -153842.484375 Penalty: 715.136292
	Iteration 4F: 3 clusters Score -153842.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -153980.796875 Penalty: 715.136292
	Iteration 5F: 3 clusters Score -153980.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -154105.250000 Penalty: 715.136292
	Iteration 6F: 3 clusters Score -154105.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -154191.531250 Penalty: 715.136292
	Iteration 7Q: 3 clusters Score -154191.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -154274.781250 Penalty: 715.136292
	Iteration 8Q: 3 clusters Score -154274.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -154359.656250 Penalty: 715.136292
	Iteration 9Q: 3 clusters Score -154359.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -154418.125000 Penalty: 715.136292
	Iteration 10Q: 3 clusters Score -154418.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -154441.953125 Penalty: 715.136292
	Iteration 11Q: 3 clusters Score -154442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -154459.078125 Penalty: 715.136292
	Iteration 12Q: 3 clusters Score -154459.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -154469.468750 Penalty: 715.136292
	Iteration 13Q: 3 clusters Score -154469.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -154479.328125 Penalty: 715.136292
	Iteration 14Q: 3 clusters Score -154479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -154484.625000 Penalty: 715.136292
	Iteration 15Q: 3 clusters Score -154484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -154487.437500 Penalty: 715.136292
	Iteration 16Q: 3 clusters Score -154487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -154488.625000 Penalty: 715.136292
	Iteration 17Q: 3 clusters Score -154488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -154489.750000 Penalty: 715.136292
	Iteration 18Q: 3 clusters Score -154489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -154490.062500 Penalty: 715.136292
	Iteration 19Q: 3 clusters Score -154490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -154490.062500 Penalty: 715.136292
	Iteration 20F: 3 clusters Score -154490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Entering Unmasked Estep 
Score: -1472027.625000 Penalty: 444.376740
	Iteration 0F: 2 clusters Score -1472028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1463304.875000 Penalty: 888.753479
	Iteration 0F: 3 clusters Score -1463305 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1468125.125000 Penalty: 888.753479
	Iteration 1F: 3 clusters Score -1468125 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1468474.875000 Penalty: 888.753479
	Iteration 2F: 3 clusters Score -1468475 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1468899.625000 Penalty: 888.753479
	Iteration 3F: 3 clusters Score -1468900 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1469484.375000 Penalty: 888.753479
	Iteration 4F: 3 clusters Score -1469484 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1470237.500000 Penalty: 888.753479
	Iteration 5F: 3 clusters Score -1470238 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1471018.750000 Penalty: 888.753479
	Iteration 6F: 3 clusters Score -1471019 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1471538.750000 Penalty: 888.753479
	Iteration 7Q: 3 clusters Score -1471539 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1471830.625000 Penalty: 888.753479
	Iteration 8Q: 3 clusters Score -1471831 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1471949.875000 Penalty: 888.753479
	Iteration 9Q: 3 clusters Score -1471950 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1471993.375000 Penalty: 888.753479
	Iteration 10Q: 3 clusters Score -1471993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1472013.750000 Penalty: 888.753479
	Iteration 11Q: 3 clusters Score -1472014 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1472018.125000 Penalty: 888.753479
	Iteration 12Q: 3 clusters Score -1472018 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1472021.000000 Penalty: 888.753479
	Iteration 13Q: 3 clusters Score -1472021 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1472027.875000 Penalty: 888.753479
	Iteration 14Q: 3 clusters Score -1472028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1472054.750000 Penalty: 888.753479
	Iteration 15Q: 3 clusters Score -1472055 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1472082.375000 Penalty: 888.753479
	Iteration 16Q: 3 clusters Score -1472082 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1472116.500000 Penalty: 888.753479
	Iteration 17Q: 3 clusters Score -1472116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1472131.500000 Penalty: 888.753479
	Iteration 18Q: 3 clusters Score -1472132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1472155.125000 Penalty: 888.753479
	Iteration 19Q: 3 clusters Score -1472155 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1472179.750000 Penalty: 888.753479
	Iteration 20F: 3 clusters Score -1472180 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1472212.125000 Penalty: 888.753479
	Iteration 21Q: 3 clusters Score -1472212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1472264.375000 Penalty: 888.753479
	Iteration 22Q: 3 clusters Score -1472264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1472303.000000 Penalty: 888.753479
	Iteration 23Q: 3 clusters Score -1472303 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1472349.000000 Penalty: 888.753479
	Iteration 24Q: 3 clusters Score -1472349 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1472392.500000 Penalty: 888.753479
	Iteration 25Q: 3 clusters Score -1472392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1472422.750000 Penalty: 888.753479
	Iteration 26Q: 3 clusters Score -1472423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1472458.250000 Penalty: 888.753479
	Iteration 27Q: 3 clusters Score -1472458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1472493.125000 Penalty: 888.753479
	Iteration 28Q: 3 clusters Score -1472493 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1472543.375000 Penalty: 888.753479
	Iteration 29Q: 3 clusters Score -1472543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1472606.625000 Penalty: 888.753479
	Iteration 30Q: 3 clusters Score -1472607 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1472656.500000 Penalty: 888.753479
	Iteration 31Q: 3 clusters Score -1472656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1472683.875000 Penalty: 888.753479
	Iteration 32Q: 3 clusters Score -1472684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1472716.250000 Penalty: 888.753479
	Iteration 33Q: 3 clusters Score -1472716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1472724.250000 Penalty: 888.753479
	Iteration 34Q: 3 clusters Score -1472724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1472736.625000 Penalty: 888.753479
	Iteration 35Q: 3 clusters Score -1472737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1472734.250000 Penalty: 888.753479
	Iteration 36Q: 3 clusters Score -1472734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1472732.250000 Penalty: 888.753479
	Iteration 37Q: 3 clusters Score -1472732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1472739.125000 Penalty: 888.753479
	Iteration 38Q: 3 clusters Score -1472739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1472738.250000 Penalty: 888.753479
	Iteration 39Q: 3 clusters Score -1472738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1472735.375000 Penalty: 888.753479
	Iteration 40F: 3 clusters Score -1472735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1472735.000000 Penalty: 888.753479
	Iteration 41Q: 3 clusters Score -1472735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1472729.125000 Penalty: 888.753479
	Iteration 42Q: 3 clusters Score -1472729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1472728.500000 Penalty: 888.753479
	Iteration 43Q: 3 clusters Score -1472728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1472728.500000 Penalty: 888.753479
	Iteration 44Q: 3 clusters Score -1472728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1472723.625000 Penalty: 888.753479
	Iteration 45Q: 3 clusters Score -1472724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1472726.125000 Penalty: 888.753479
	Iteration 46Q: 3 clusters Score -1472726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1472725.250000 Penalty: 888.753479
	Iteration 47Q: 3 clusters Score -1472725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1472726.750000 Penalty: 888.753479
	Iteration 48Q: 3 clusters Score -1472727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1472724.750000 Penalty: 888.753479
	Iteration 49Q: 3 clusters Score -1472725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1472720.375000 Penalty: 888.753479
	Iteration 50Q: 3 clusters Score -1472720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1472720.750000 Penalty: 888.753479
	Iteration 51Q: 3 clusters Score -1472721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1472724.125000 Penalty: 888.753479
	Iteration 52Q: 3 clusters Score -1472724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1472722.875000 Penalty: 888.753479
	Iteration 53Q: 3 clusters Score -1472723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1472722.875000 Penalty: 888.753479
	Iteration 54F: 3 clusters Score -1472723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 862 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Entering Unmasked Estep 
Score: -14086840.000000 Penalty: 24740.757812
Splitting cluster 6 changes total score from -14085327.000000 to -14086840.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 7 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -49513.625000 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -49513.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48860.148438 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -48860.15 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49185.968750 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -49185.97 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49295.253906 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -49295.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49386.722656 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -49386.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49458.726562 Penalty: 615.092224
	Iteration 4F: 3 clusters Score -49458.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49507.574219 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -49507.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49552.996094 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -49553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49620.304688 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -49620.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -49648.285156 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -49648.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -49663.675781 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -49663.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -49670.355469 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -49670.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -49671.972656 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -49671.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -49673.574219 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -49673.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -49674.777344 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -49674.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -49674.777344 Penalty: 615.092224
	Iteration 14F: 3 clusters Score -49674.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Entering Unmasked Estep 
Score: -14086752.000000 Penalty: 25303.046875
Splitting cluster 7 changes total score from -14085327.000000 to -14086752.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -23487.074219 Penalty: 297.813416
	Iteration 0F: 2 clusters Score -23487.07 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 363 members 
Entering Unmasked Estep 
Score: -22946.697266 Penalty: 595.626831
	Iteration 0F: 3 clusters Score -22946.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23987.603516 Penalty: 595.626831
	Iteration 1F: 3 clusters Score -23987.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25005.785156 Penalty: 595.626831
	Iteration 2F: 3 clusters Score -25005.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25513.394531 Penalty: 595.626831
	Iteration 3F: 3 clusters Score -25513.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25791.910156 Penalty: 595.626831
	Iteration 4Q: 3 clusters Score -25791.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26084.263672 Penalty: 595.626831
	Iteration 5Q: 3 clusters Score -26084.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26149.300781 Penalty: 595.626831
	Iteration 6Q: 3 clusters Score -26149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26171.291016 Penalty: 595.626831
	Iteration 7Q: 3 clusters Score -26171.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26178.064453 Penalty: 595.626831
	Iteration 8Q: 3 clusters Score -26178.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26181.468750 Penalty: 595.626831
	Iteration 9Q: 3 clusters Score -26181.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26185.884766 Penalty: 595.626831
	Iteration 10Q: 3 clusters Score -26185.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26190.101562 Penalty: 595.626831
	Iteration 11Q: 3 clusters Score -26190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26193.417969 Penalty: 595.626831
	Iteration 12Q: 3 clusters Score -26193.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26196.724609 Penalty: 595.626831
	Iteration 13Q: 3 clusters Score -26196.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26197.392578 Penalty: 595.626831
	Iteration 14Q: 3 clusters Score -26197.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26199.826172 Penalty: 595.626831
	Iteration 15F: 3 clusters Score -26199.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26207.222656 Penalty: 595.626831
	Iteration 16Q: 3 clusters Score -26207.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26215.240234 Penalty: 595.626831
	Iteration 17Q: 3 clusters Score -26215.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26216.986328 Penalty: 595.626831
	Iteration 18Q: 3 clusters Score -26216.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26217.855469 Penalty: 595.626831
	Iteration 19Q: 3 clusters Score -26217.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26222.958984 Penalty: 595.626831
	Iteration 20F: 3 clusters Score -26222.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26223.810547 Penalty: 595.626831
	Iteration 21Q: 3 clusters Score -26223.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26223.810547 Penalty: 595.626831
	Iteration 22F: 3 clusters Score -26223.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Entering Unmasked Estep 
Score: -14089218.000000 Penalty: 25865.337891
Splitting cluster 8 changes total score from -14085327.000000 to -14089218.000000
So it's getting split into cluster 46.
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: -10637.436523 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10637.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10384.206055 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10384.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10454.409180 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10454.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10482.753906 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10482.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10504.652344 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10504.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10551.673828 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10551.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10572.972656 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10572.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10575.310547 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10575.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10578.842773 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -10578.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10580.040039 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -10580.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10580.040039 Penalty: 476.030884
	Iteration 9F: 3 clusters Score -10580.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -22272.267578 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -22272.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21850.076172 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -21850.08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22071.173828 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -22071.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22150.910156 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -22150.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22220.082031 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -22220.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22256.324219 Penalty: 557.941589
	Iteration 4F: 3 clusters Score -22256.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22286.867188 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -22286.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22347.060547 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -22347.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22481.371094 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -22481.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22604.375000 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -22604.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22945.699219 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -22945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22978.310547 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -22978.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22980.439453 Penalty: 557.941589
	Iteration 11Q: 3 clusters Score -22980.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22981.195312 Penalty: 557.941589
	Iteration 12Q: 3 clusters Score -22981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22982.580078 Penalty: 557.941589
	Iteration 13Q: 3 clusters Score -22982.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22982.580078 Penalty: 557.941589
	Iteration 14F: 3 clusters Score -22982.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Entering Unmasked Estep 
Score: -14089650.000000 Penalty: 26427.626953
Splitting cluster 10 changes total score from -14085327.000000 to -14089650.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 11 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -50329.449219 Penalty: 303.749969
	Iteration 0F: 2 clusters Score -50329.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49662.238281 Penalty: 607.499939
	Iteration 0F: 3 clusters Score -49662.24 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -49970.667969 Penalty: 607.499939
	Iteration 1F: 3 clusters Score -49970.67 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -50182.906250 Penalty: 607.499939
	Iteration 2F: 3 clusters Score -50182.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -50437.820312 Penalty: 607.499939
	Iteration 3F: 3 clusters Score -50437.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50615.210938 Penalty: 607.499939
	Iteration 4F: 3 clusters Score -50615.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -50684.207031 Penalty: 607.499939
	Iteration 5Q: 3 clusters Score -50684.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -50734.941406 Penalty: 607.499939
	Iteration 6Q: 3 clusters Score -50734.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -50754.300781 Penalty: 607.499939
	Iteration 7Q: 3 clusters Score -50754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -50760.621094 Penalty: 607.499939
	Iteration 8Q: 3 clusters Score -50760.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -50763.625000 Penalty: 607.499939
	Iteration 9Q: 3 clusters Score -50763.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -50768.664062 Penalty: 607.499939
	Iteration 10Q: 3 clusters Score -50768.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -50771.664062 Penalty: 607.499939
	Iteration 11Q: 3 clusters Score -50771.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -50773.054688 Penalty: 607.499939
	Iteration 12Q: 3 clusters Score -50773.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -50775.042969 Penalty: 607.499939
	Iteration 13Q: 3 clusters Score -50775.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -50775.714844 Penalty: 607.499939
	Iteration 14Q: 3 clusters Score -50775.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -50776.605469 Penalty: 607.499939
	Iteration 15Q: 3 clusters Score -50776.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -50778.414062 Penalty: 607.499939
	Iteration 16Q: 3 clusters Score -50778.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50779.714844 Penalty: 607.499939
	Iteration 17Q: 3 clusters Score -50779.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50779.714844 Penalty: 607.499939
	Iteration 18F: 3 clusters Score -50779.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Entering Unmasked Estep 
Score: -14089840.000000 Penalty: 26989.917969
Splitting cluster 11 changes total score from -14085327.000000 to -14089840.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 12 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -137343.328125 Penalty: 351.139496
	Iteration 0F: 2 clusters Score -137343.3 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 1167 members 
Entering Unmasked Estep 
Score: -135778.906250 Penalty: 702.278992
	Iteration 0F: 3 clusters Score -135778.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -136258.250000 Penalty: 702.278992
	Iteration 1F: 3 clusters Score -136258.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -136352.265625 Penalty: 702.278992
	Iteration 2F: 3 clusters Score -136352.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -136454.078125 Penalty: 702.278992
	Iteration 3F: 3 clusters Score -136454.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -136568.984375 Penalty: 702.278992
	Iteration 4F: 3 clusters Score -136569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -136726.390625 Penalty: 702.278992
	Iteration 5F: 3 clusters Score -136726.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -136913.562500 Penalty: 702.278992
	Iteration 6F: 3 clusters Score -136913.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -137063.250000 Penalty: 702.278992
	Iteration 7F: 3 clusters Score -137063.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -137160.593750 Penalty: 702.278992
	Iteration 8Q: 3 clusters Score -137160.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -137233.609375 Penalty: 702.278992
	Iteration 9Q: 3 clusters Score -137233.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -137290.703125 Penalty: 702.278992
	Iteration 10Q: 3 clusters Score -137290.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -137326.859375 Penalty: 702.278992
	Iteration 11Q: 3 clusters Score -137326.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -137337.906250 Penalty: 702.278992
	Iteration 12Q: 3 clusters Score -137337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -137343.953125 Penalty: 702.278992
	Iteration 13Q: 3 clusters Score -137344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -137345.000000 Penalty: 702.278992
	Iteration 14Q: 3 clusters Score -137345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -137346.531250 Penalty: 702.278992
	Iteration 15Q: 3 clusters Score -137346.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -137348.156250 Penalty: 702.278992
	Iteration 16Q: 3 clusters Score -137348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -137348.531250 Penalty: 702.278992
	Iteration 17Q: 3 clusters Score -137348.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -137348.531250 Penalty: 702.278992
	Iteration 18F: 3 clusters Score -137348.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 716 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Entering Unmasked Estep 
Score: -14089642.000000 Penalty: 27552.207031
Splitting cluster 12 changes total score from -14085327.000000 to -14089642.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 13 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -42464.789062 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -42464.79 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 363 members 
Entering Unmasked Estep 
Score: -41883.281250 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -41883.28 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -42130.789062 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -42130.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -42220.394531 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -42220.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -42263.535156 Penalty: 598.204895
	Iteration 3F: 3 clusters Score -42263.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -42286.878906 Penalty: 598.204895
	Iteration 4Q: 3 clusters Score -42286.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42298.601562 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -42298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -42308.328125 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -42308.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -42313.218750 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -42313.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42314.847656 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -42314.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42320.320312 Penalty: 598.204895
	Iteration 9Q: 3 clusters Score -42320.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42348.937500 Penalty: 598.204895
	Iteration 10Q: 3 clusters Score -42348.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42376.589844 Penalty: 598.204895
	Iteration 11Q: 3 clusters Score -42376.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42400.890625 Penalty: 598.204895
	Iteration 12Q: 3 clusters Score -42400.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -42438.359375 Penalty: 598.204895
	Iteration 13Q: 3 clusters Score -42438.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42498.742188 Penalty: 598.204895
	Iteration 14F: 3 clusters Score -42498.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42549.863281 Penalty: 598.204895
	Iteration 15F: 3 clusters Score -42549.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42612.074219 Penalty: 598.204895
	Iteration 16F: 3 clusters Score -42612.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42660.656250 Penalty: 598.204895
	Iteration 17Q: 3 clusters Score -42660.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42684.902344 Penalty: 598.204895
	Iteration 18Q: 3 clusters Score -42684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42692.011719 Penalty: 598.204895
	Iteration 19Q: 3 clusters Score -42692.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42709.921875 Penalty: 598.204895
	Iteration 20F: 3 clusters Score -42709.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42722.132812 Penalty: 598.204895
	Iteration 21Q: 3 clusters Score -42722.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42730.972656 Penalty: 598.204895
	Iteration 22Q: 3 clusters Score -42730.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42734.601562 Penalty: 598.204895
	Iteration 23Q: 3 clusters Score -42734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42736.328125 Penalty: 598.204895
	Iteration 24Q: 3 clusters Score -42736.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42736.820312 Penalty: 598.204895
	Iteration 25Q: 3 clusters Score -42736.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42736.820312 Penalty: 598.204895
	Iteration 26F: 3 clusters Score -42736.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Entering Unmasked Estep 
Score: -14089641.000000 Penalty: 28114.498047
Splitting cluster 13 changes total score from -14085327.000000 to -14089641.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 14 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -66826.921875 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -66826.92 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 545 members 
Entering Unmasked Estep 
Score: -65981.453125 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -65981.45 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -66445.375000 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -66445.38 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -66676.140625 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -66676.14 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -66891.718750 Penalty: 637.361633
	Iteration 3F: 3 clusters Score -66891.72 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67157.515625 Penalty: 637.361633
	Iteration 4F: 3 clusters Score -67157.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -67325.000000 Penalty: 637.361633
	Iteration 5F: 3 clusters Score -67325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67425.242188 Penalty: 637.361633
	Iteration 6F: 3 clusters Score -67425.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -67491.007812 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -67491.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -67508.140625 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -67508.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -67519.914062 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -67519.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -67522.109375 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -67522.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -67523.054688 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -67523.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -67523.460938 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -67523.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -67524.140625 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -67524.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -67524.367188 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -67524.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -67524.507812 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -67524.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -67524.507812 Penalty: 637.361633
	Iteration 16F: 3 clusters Score -67524.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Entering Unmasked Estep 
Score: -14090095.000000 Penalty: 28676.787109
Splitting cluster 14 changes total score from -14085327.000000 to -14090095.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 15 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -154431.609375 Penalty: 357.356689
	Iteration 0F: 2 clusters Score -154431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -152674.421875 Penalty: 714.713379
	Iteration 0F: 3 clusters Score -152674.4 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -154195.343750 Penalty: 714.713379
	Iteration 1F: 3 clusters Score -154195.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -155768.000000 Penalty: 714.713379
	Iteration 2F: 3 clusters Score -155768 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -157174.000000 Penalty: 714.713379
	Iteration 3F: 3 clusters Score -157174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -157739.125000 Penalty: 714.713379
	Iteration 4F: 3 clusters Score -157739.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -158005.484375 Penalty: 714.713379
	Iteration 5Q: 3 clusters Score -158005.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -158258.468750 Penalty: 714.713379
	Iteration 6Q: 3 clusters Score -158258.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -158348.500000 Penalty: 714.713379
	Iteration 7Q: 3 clusters Score -158348.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -158386.265625 Penalty: 714.713379
	Iteration 8Q: 3 clusters Score -158386.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -158402.796875 Penalty: 714.713379
	Iteration 9Q: 3 clusters Score -158402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -158413.906250 Penalty: 714.713379
	Iteration 10Q: 3 clusters Score -158413.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -158425.906250 Penalty: 714.713379
	Iteration 11Q: 3 clusters Score -158425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -158427.078125 Penalty: 714.713379
	Iteration 12Q: 3 clusters Score -158427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -158428.750000 Penalty: 714.713379
	Iteration 13Q: 3 clusters Score -158428.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -158429.562500 Penalty: 714.713379
	Iteration 14Q: 3 clusters Score -158429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -158429.562500 Penalty: 714.713379
	Iteration 15F: 3 clusters Score -158429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Entering Unmasked Estep 
Score: -14093899.000000 Penalty: 29239.078125
Splitting cluster 15 changes total score from -14085327.000000 to -14093899.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 16 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -97566.023438 Penalty: 338.978607
	Iteration 0F: 2 clusters Score -97566.02 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 863 members 
Entering Unmasked Estep 
Score: -96375.359375 Penalty: 677.957214
	Iteration 0F: 3 clusters Score -96375.36 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -96952.968750 Penalty: 677.957214
	Iteration 1F: 3 clusters Score -96952.97 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -97196.968750 Penalty: 677.957214
	Iteration 2F: 3 clusters Score -97196.97 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -97351.437500 Penalty: 677.957214
	Iteration 3F: 3 clusters Score -97351.44 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -97426.117188 Penalty: 677.957214
	Iteration 4F: 3 clusters Score -97426.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -97468.367188 Penalty: 677.957214
	Iteration 5Q: 3 clusters Score -97468.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -97486.648438 Penalty: 677.957214
	Iteration 6Q: 3 clusters Score -97486.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -97493.984375 Penalty: 677.957214
	Iteration 7Q: 3 clusters Score -97493.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -97497.273438 Penalty: 677.957214
	Iteration 8Q: 3 clusters Score -97497.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -97498.093750 Penalty: 677.957214
	Iteration 9Q: 3 clusters Score -97498.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -97498.156250 Penalty: 677.957214
	Iteration 10Q: 3 clusters Score -97498.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -97498.195312 Penalty: 677.957214
	Iteration 11Q: 3 clusters Score -97498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -97498.375000 Penalty: 677.957214
	Iteration 12Q: 3 clusters Score -97498.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -97498.375000 Penalty: 677.957214
	Iteration 13F: 3 clusters Score -97498.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -26542.957031 Penalty: 288.486359
	Iteration 0F: 2 clusters Score -26542.96 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 273 members 
Entering Unmasked Estep 
Score: -26158.863281 Penalty: 576.972717
	Iteration 0F: 3 clusters Score -26158.86 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -26719.117188 Penalty: 576.972717
	Iteration 1F: 3 clusters Score -26719.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26955.259766 Penalty: 576.972717
	Iteration 2F: 3 clusters Score -26955.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27036.472656 Penalty: 576.972717
	Iteration 3F: 3 clusters Score -27036.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27063.332031 Penalty: 576.972717
	Iteration 4Q: 3 clusters Score -27063.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27128.707031 Penalty: 576.972717
	Iteration 5Q: 3 clusters Score -27128.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27265.322266 Penalty: 576.972717
	Iteration 6Q: 3 clusters Score -27265.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27495.177734 Penalty: 576.972717
	Iteration 7Q: 3 clusters Score -27495.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27611.150391 Penalty: 576.972717
	Iteration 8Q: 3 clusters Score -27611.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27614.646484 Penalty: 576.972717
	Iteration 9Q: 3 clusters Score -27614.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27616.203125 Penalty: 576.972717
	Iteration 10Q: 3 clusters Score -27616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27617.099609 Penalty: 576.972717
	Iteration 11Q: 3 clusters Score -27617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27618.386719 Penalty: 576.972717
	Iteration 12Q: 3 clusters Score -27618.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27618.386719 Penalty: 576.972717
	Iteration 13F: 3 clusters Score -27618.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Entering Unmasked Estep 
Score: -14094697.000000 Penalty: 29801.367188
Splitting cluster 17 changes total score from -14085327.000000 to -14094697.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 18 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -59705.722656 Penalty: 318.140381
	Iteration 0F: 2 clusters Score -59705.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -58848.230469 Penalty: 636.280762
	Iteration 0F: 3 clusters Score -58848.23 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59230.015625 Penalty: 636.280762
	Iteration 1F: 3 clusters Score -59230.02 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -59631.070312 Penalty: 636.280762
	Iteration 2F: 3 clusters Score -59631.07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59941.902344 Penalty: 636.280762
	Iteration 3F: 3 clusters Score -59941.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -60075.109375 Penalty: 636.280762
	Iteration 4F: 3 clusters Score -60075.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60144.394531 Penalty: 636.280762
	Iteration 5Q: 3 clusters Score -60144.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60159.988281 Penalty: 636.280762
	Iteration 6Q: 3 clusters Score -60159.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -60163.222656 Penalty: 636.280762
	Iteration 7Q: 3 clusters Score -60163.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60163.589844 Penalty: 636.280762
	Iteration 8Q: 3 clusters Score -60163.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60163.589844 Penalty: 636.280762
	Iteration 9F: 3 clusters Score -60163.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Entering Unmasked Estep 
Score: -14094901.000000 Penalty: 30363.656250
Splitting cluster 18 changes total score from -14085327.000000 to -14094901.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 19 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -48229.964844 Penalty: 314.845612
	Iteration 0F: 2 clusters Score -48229.96 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 520 members 
Entering Unmasked Estep 
Score: -47451.628906 Penalty: 629.691223
	Iteration 0F: 3 clusters Score -47451.63 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48150.082031 Penalty: 629.691223
	Iteration 1F: 3 clusters Score -48150.08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48666.511719 Penalty: 629.691223
	Iteration 2F: 3 clusters Score -48666.51 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -49835.867188 Penalty: 629.691223
	Iteration 3F: 3 clusters Score -49835.87 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50183.199219 Penalty: 629.691223
	Iteration 4F: 3 clusters Score -50183.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50420.890625 Penalty: 629.691223
	Iteration 5F: 3 clusters Score -50420.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50572.445312 Penalty: 629.691223
	Iteration 6Q: 3 clusters Score -50572.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50686.214844 Penalty: 629.691223
	Iteration 7Q: 3 clusters Score -50686.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50698.093750 Penalty: 629.691223
	Iteration 8Q: 3 clusters Score -50698.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50718.703125 Penalty: 629.691223
	Iteration 9Q: 3 clusters Score -50718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50718.703125 Penalty: 629.691223
	Iteration 10F: 3 clusters Score -50718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Entering Unmasked Estep 
Score: -14097145.000000 Penalty: 30925.947266
Splitting cluster 19 changes total score from -14085327.000000 to -14097145.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 20 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -82462.929688 Penalty: 329.806946
	Iteration 0F: 2 clusters Score -82462.93 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 700 members 
Entering Unmasked Estep 
Score: -81376.906250 Penalty: 659.613892
	Iteration 0F: 3 clusters Score -81376.91 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -81660.023438 Penalty: 659.613892
	Iteration 1F: 3 clusters Score -81660.02 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -81709.625000 Penalty: 659.613892
	Iteration 2F: 3 clusters Score -81709.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81749.117188 Penalty: 659.613892
	Iteration 3F: 3 clusters Score -81749.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -81782.406250 Penalty: 659.613892
	Iteration 4Q: 3 clusters Score -81782.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -81823.445312 Penalty: 659.613892
	Iteration 5Q: 3 clusters Score -81823.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -81885.593750 Penalty: 659.613892
	Iteration 6Q: 3 clusters Score -81885.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -81939.343750 Penalty: 659.613892
	Iteration 7Q: 3 clusters Score -81939.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -81994.234375 Penalty: 659.613892
	Iteration 8Q: 3 clusters Score -81994.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -82065.734375 Penalty: 659.613892
	Iteration 9F: 3 clusters Score -82065.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -82124.726562 Penalty: 659.613892
	Iteration 10Q: 3 clusters Score -82124.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -82173.578125 Penalty: 659.613892
	Iteration 11Q: 3 clusters Score -82173.58 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -82213.296875 Penalty: 659.613892
	Iteration 12Q: 3 clusters Score -82213.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -82242.187500 Penalty: 659.613892
	Iteration 13Q: 3 clusters Score -82242.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -82267.453125 Penalty: 659.613892
	Iteration 14Q: 3 clusters Score -82267.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -82282.648438 Penalty: 659.613892
	Iteration 15Q: 3 clusters Score -82282.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -82294.453125 Penalty: 659.613892
	Iteration 16Q: 3 clusters Score -82294.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -82305.265625 Penalty: 659.613892
	Iteration 17Q: 3 clusters Score -82305.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -82315.343750 Penalty: 659.613892
	Iteration 18Q: 3 clusters Score -82315.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -82326.234375 Penalty: 659.613892
	Iteration 19Q: 3 clusters Score -82326.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -82333.406250 Penalty: 659.613892
	Iteration 20F: 3 clusters Score -82333.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -82335.953125 Penalty: 659.613892
	Iteration 21Q: 3 clusters Score -82335.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -82340.875000 Penalty: 659.613892
	Iteration 22Q: 3 clusters Score -82340.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -82349.437500 Penalty: 659.613892
	Iteration 23Q: 3 clusters Score -82349.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -82352.390625 Penalty: 659.613892
	Iteration 24Q: 3 clusters Score -82352.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -82354.960938 Penalty: 659.613892
	Iteration 25Q: 3 clusters Score -82354.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82356.859375 Penalty: 659.613892
	Iteration 26Q: 3 clusters Score -82356.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -82359.343750 Penalty: 659.613892
	Iteration 27Q: 3 clusters Score -82359.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82363.257812 Penalty: 659.613892
	Iteration 28Q: 3 clusters Score -82363.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82366.328125 Penalty: 659.613892
	Iteration 29Q: 3 clusters Score -82366.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -82367.265625 Penalty: 659.613892
	Iteration 30Q: 3 clusters Score -82367.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82368.835938 Penalty: 659.613892
	Iteration 31Q: 3 clusters Score -82368.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -82370.062500 Penalty: 659.613892
	Iteration 32Q: 3 clusters Score -82370.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -82371.773438 Penalty: 659.613892
	Iteration 33Q: 3 clusters Score -82371.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -82375.085938 Penalty: 659.613892
	Iteration 34Q: 3 clusters Score -82375.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -82377.406250 Penalty: 659.613892
	Iteration 35Q: 3 clusters Score -82377.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82380.429688 Penalty: 659.613892
	Iteration 36Q: 3 clusters Score -82380.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -82382.953125 Penalty: 659.613892
	Iteration 37Q: 3 clusters Score -82382.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82383.742188 Penalty: 659.613892
	Iteration 38Q: 3 clusters Score -82383.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -82384.757812 Penalty: 659.613892
	Iteration 39Q: 3 clusters Score -82384.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -82386.265625 Penalty: 659.613892
	Iteration 40F: 3 clusters Score -82386.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82388.062500 Penalty: 659.613892
	Iteration 41Q: 3 clusters Score -82388.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -82389.671875 Penalty: 659.613892
	Iteration 42Q: 3 clusters Score -82389.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -82390.781250 Penalty: 659.613892
	Iteration 43Q: 3 clusters Score -82390.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -82390.781250 Penalty: 659.613892
	Iteration 44F: 3 clusters Score -82390.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -36881.109375 Penalty: 314.710541
	Iteration 0F: 2 clusters Score -36881.11 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 508 members 
Entering Unmasked Estep 
Score: -36119.167969 Penalty: 629.421082
	Iteration 0F: 3 clusters Score -36119.17 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -36651.945312 Penalty: 629.421082
	Iteration 1F: 3 clusters Score -36651.95 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36872.445312 Penalty: 629.421082
	Iteration 2F: 3 clusters Score -36872.45 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37034.484375 Penalty: 629.421082
	Iteration 3F: 3 clusters Score -37034.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37271.121094 Penalty: 629.421082
	Iteration 4F: 3 clusters Score -37271.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37472.484375 Penalty: 629.421082
	Iteration 5F: 3 clusters Score -37472.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37557.675781 Penalty: 629.421082
	Iteration 6Q: 3 clusters Score -37557.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37593.035156 Penalty: 629.421082
	Iteration 7Q: 3 clusters Score -37593.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37602.441406 Penalty: 629.421082
	Iteration 8Q: 3 clusters Score -37602.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37607.003906 Penalty: 629.421082
	Iteration 9Q: 3 clusters Score -37607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37610.117188 Penalty: 629.421082
	Iteration 10Q: 3 clusters Score -37610.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37611.617188 Penalty: 629.421082
	Iteration 11Q: 3 clusters Score -37611.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37611.617188 Penalty: 629.421082
	Iteration 12F: 3 clusters Score -37611.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Entering Unmasked Estep 
Score: -14097641.000000 Penalty: 31488.236328
Splitting cluster 21 changes total score from -14085327.000000 to -14097641.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 22 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -51597.042969 Penalty: 315.426392
	Iteration 0F: 2 clusters Score -51597.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -50765.695312 Penalty: 630.852783
	Iteration 0F: 3 clusters Score -50765.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -51061.375000 Penalty: 630.852783
	Iteration 1F: 3 clusters Score -51061.38 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -51259.542969 Penalty: 630.852783
	Iteration 2F: 3 clusters Score -51259.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -51465.597656 Penalty: 630.852783
	Iteration 3F: 3 clusters Score -51465.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -51636.261719 Penalty: 630.852783
	Iteration 4F: 3 clusters Score -51636.26 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -51787.062500 Penalty: 630.852783
	Iteration 5F: 3 clusters Score -51787.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -51893.468750 Penalty: 630.852783
	Iteration 6F: 3 clusters Score -51893.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -51987.078125 Penalty: 630.852783
	Iteration 7Q: 3 clusters Score -51987.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -52057.714844 Penalty: 630.852783
	Iteration 8Q: 3 clusters Score -52057.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52095.066406 Penalty: 630.852783
	Iteration 9Q: 3 clusters Score -52095.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52107.054688 Penalty: 630.852783
	Iteration 10Q: 3 clusters Score -52107.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -52115.542969 Penalty: 630.852783
	Iteration 11Q: 3 clusters Score -52115.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -52125.781250 Penalty: 630.852783
	Iteration 12Q: 3 clusters Score -52125.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52128.449219 Penalty: 630.852783
	Iteration 13Q: 3 clusters Score -52128.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -52129.226562 Penalty: 630.852783
	Iteration 14Q: 3 clusters Score -52129.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -52129.332031 Penalty: 630.852783
	Iteration 15Q: 3 clusters Score -52129.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52131.015625 Penalty: 630.852783
	Iteration 16Q: 3 clusters Score -52131.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52131.015625 Penalty: 630.852783
	Iteration 17F: 3 clusters Score -52131.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Entering Unmasked Estep 
Score: -14097931.000000 Penalty: 32050.527344
Splitting cluster 22 changes total score from -14085327.000000 to -14097931.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 23 (8508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Entering Unmasked Estep 
Score: -469515.656250 Penalty: 411.718689
	Iteration 0F: 2 clusters Score -469515.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -463810.875000 Penalty: 823.437378
	Iteration 0F: 3 clusters Score -463810.9 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -466187.875000 Penalty: 823.437378
	Iteration 1F: 3 clusters Score -466187.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -466687.656250 Penalty: 823.437378
	Iteration 2F: 3 clusters Score -466687.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -467268.656250 Penalty: 823.437378
	Iteration 3F: 3 clusters Score -467268.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -467752.781250 Penalty: 823.437378
	Iteration 4F: 3 clusters Score -467752.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -468064.062500 Penalty: 823.437378
	Iteration 5F: 3 clusters Score -468064.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -468236.625000 Penalty: 823.437378
	Iteration 6Q: 3 clusters Score -468236.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -468361.000000 Penalty: 823.437378
	Iteration 7Q: 3 clusters Score -468361 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -468460.718750 Penalty: 823.437378
	Iteration 8Q: 3 clusters Score -468460.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -468539.906250 Penalty: 823.437378
	Iteration 9Q: 3 clusters Score -468539.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -468611.562500 Penalty: 823.437378
	Iteration 10Q: 3 clusters Score -468611.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -468679.906250 Penalty: 823.437378
	Iteration 11Q: 3 clusters Score -468679.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -468760.437500 Penalty: 823.437378
	Iteration 12Q: 3 clusters Score -468760.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -468856.718750 Penalty: 823.437378
	Iteration 13Q: 3 clusters Score -468856.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -468937.593750 Penalty: 823.437378
	Iteration 14Q: 3 clusters Score -468937.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -468992.937500 Penalty: 823.437378
	Iteration 15Q: 3 clusters Score -468992.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -469048.156250 Penalty: 823.437378
	Iteration 16Q: 3 clusters Score -469048.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -469091.718750 Penalty: 823.437378
	Iteration 17Q: 3 clusters Score -469091.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -469122.062500 Penalty: 823.437378
	Iteration 18Q: 3 clusters Score -469122.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -469143.343750 Penalty: 823.437378
	Iteration 19Q: 3 clusters Score -469143.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -469160.531250 Penalty: 823.437378
	Iteration 20F: 3 clusters Score -469160.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -469178.031250 Penalty: 823.437378
	Iteration 21Q: 3 clusters Score -469178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -469190.093750 Penalty: 823.437378
	Iteration 22Q: 3 clusters Score -469190.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -469198.031250 Penalty: 823.437378
	Iteration 23Q: 3 clusters Score -469198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -469205.125000 Penalty: 823.437378
	Iteration 24Q: 3 clusters Score -469205.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -469209.875000 Penalty: 823.437378
	Iteration 25Q: 3 clusters Score -469209.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -469213.375000 Penalty: 823.437378
	Iteration 26Q: 3 clusters Score -469213.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -469214.843750 Penalty: 823.437378
	Iteration 27Q: 3 clusters Score -469214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -469215.875000 Penalty: 823.437378
	Iteration 28Q: 3 clusters Score -469215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -469216.156250 Penalty: 823.437378
	Iteration 29Q: 3 clusters Score -469216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -469216.187500 Penalty: 823.437378
	Iteration 30Q: 3 clusters Score -469216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -469217.437500 Penalty: 823.437378
	Iteration 31Q: 3 clusters Score -469217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -469218.375000 Penalty: 823.437378
	Iteration 32Q: 3 clusters Score -469218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -469218.718750 Penalty: 823.437378
	Iteration 33Q: 3 clusters Score -469218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -469221.187500 Penalty: 823.437378
	Iteration 34Q: 3 clusters Score -469221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -469223.687500 Penalty: 823.437378
	Iteration 35Q: 3 clusters Score -469223.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -469225.500000 Penalty: 823.437378
	Iteration 36Q: 3 clusters Score -469225.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -469229.500000 Penalty: 823.437378
	Iteration 37Q: 3 clusters Score -469229.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -469232.781250 Penalty: 823.437378
	Iteration 38Q: 3 clusters Score -469232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -469234.593750 Penalty: 823.437378
	Iteration 39Q: 3 clusters Score -469234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -469238.093750 Penalty: 823.437378
	Iteration 40F: 3 clusters Score -469238.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -469240.968750 Penalty: 823.437378
	Iteration 41Q: 3 clusters Score -469241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -469241.937500 Penalty: 823.437378
	Iteration 42Q: 3 clusters Score -469241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -469242.125000 Penalty: 823.437378
	Iteration 43Q: 3 clusters Score -469242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -469242.406250 Penalty: 823.437378
	Iteration 44Q: 3 clusters Score -469242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -469242.687500 Penalty: 823.437378
	Iteration 45Q: 3 clusters Score -469242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -469243.156250 Penalty: 823.437378
	Iteration 46Q: 3 clusters Score -469243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -469243.156250 Penalty: 823.437378
	Iteration 47F: 3 clusters Score -469243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -110141.007812 Penalty: 341.148163
	Iteration 0F: 2 clusters Score -110141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -108853.453125 Penalty: 682.296326
	Iteration 0F: 3 clusters Score -108853.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -109252.398438 Penalty: 682.296326
	Iteration 1F: 3 clusters Score -109252.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -109310.460938 Penalty: 682.296326
	Iteration 2F: 3 clusters Score -109310.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -109359.640625 Penalty: 682.296326
	Iteration 3Q: 3 clusters Score -109359.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109415.320312 Penalty: 682.296326
	Iteration 4F: 3 clusters Score -109415.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -109478.718750 Penalty: 682.296326
	Iteration 5F: 3 clusters Score -109478.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -109540.773438 Penalty: 682.296326
	Iteration 6Q: 3 clusters Score -109540.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109591.812500 Penalty: 682.296326
	Iteration 7Q: 3 clusters Score -109591.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109624.640625 Penalty: 682.296326
	Iteration 8Q: 3 clusters Score -109624.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109656.187500 Penalty: 682.296326
	Iteration 9Q: 3 clusters Score -109656.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109674.875000 Penalty: 682.296326
	Iteration 10Q: 3 clusters Score -109674.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -109690.156250 Penalty: 682.296326
	Iteration 11Q: 3 clusters Score -109690.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -109703.882812 Penalty: 682.296326
	Iteration 12Q: 3 clusters Score -109703.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -109716.562500 Penalty: 682.296326
	Iteration 13Q: 3 clusters Score -109716.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -109727.804688 Penalty: 682.296326
	Iteration 14Q: 3 clusters Score -109727.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109735.921875 Penalty: 682.296326
	Iteration 15Q: 3 clusters Score -109735.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -109745.296875 Penalty: 682.296326
	Iteration 16Q: 3 clusters Score -109745.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -109758.273438 Penalty: 682.296326
	Iteration 17Q: 3 clusters Score -109758.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -109770.085938 Penalty: 682.296326
	Iteration 18Q: 3 clusters Score -109770.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -109780.960938 Penalty: 682.296326
	Iteration 19Q: 3 clusters Score -109781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -109788.484375 Penalty: 682.296326
	Iteration 20F: 3 clusters Score -109788.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109799.421875 Penalty: 682.296326
	Iteration 21Q: 3 clusters Score -109799.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -109810.398438 Penalty: 682.296326
	Iteration 22Q: 3 clusters Score -109810.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -109824.007812 Penalty: 682.296326
	Iteration 23Q: 3 clusters Score -109824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -109834.296875 Penalty: 682.296326
	Iteration 24Q: 3 clusters Score -109834.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -109841.406250 Penalty: 682.296326
	Iteration 25Q: 3 clusters Score -109841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -109843.890625 Penalty: 682.296326
	Iteration 26Q: 3 clusters Score -109843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -109845.296875 Penalty: 682.296326
	Iteration 27Q: 3 clusters Score -109845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -109846.203125 Penalty: 682.296326
	Iteration 28Q: 3 clusters Score -109846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -109851.226562 Penalty: 682.296326
	Iteration 29Q: 3 clusters Score -109851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -109854.335938 Penalty: 682.296326
	Iteration 30Q: 3 clusters Score -109854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -109854.992188 Penalty: 682.296326
	Iteration 31Q: 3 clusters Score -109855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -109855.500000 Penalty: 682.296326
	Iteration 32Q: 3 clusters Score -109855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -109856.007812 Penalty: 682.296326
	Iteration 33Q: 3 clusters Score -109856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -109857.328125 Penalty: 682.296326
	Iteration 34Q: 3 clusters Score -109857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -109859.156250 Penalty: 682.296326
	Iteration 35Q: 3 clusters Score -109859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -109861.890625 Penalty: 682.296326
	Iteration 36Q: 3 clusters Score -109861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -109863.898438 Penalty: 682.296326
	Iteration 37Q: 3 clusters Score -109863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -109865.789062 Penalty: 682.296326
	Iteration 38Q: 3 clusters Score -109865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -109867.562500 Penalty: 682.296326
	Iteration 39Q: 3 clusters Score -109867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -109869.093750 Penalty: 682.296326
	Iteration 40F: 3 clusters Score -109869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -109869.687500 Penalty: 682.296326
	Iteration 41Q: 3 clusters Score -109869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -109870.093750 Penalty: 682.296326
	Iteration 42Q: 3 clusters Score -109870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -109870.093750 Penalty: 682.296326
	Iteration 43F: 3 clusters Score -109870.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Entering Unmasked Estep 
Score: -1262879.875000 Penalty: 449.675507
	Iteration 0F: 2 clusters Score -1262880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1249754.375000 Penalty: 899.351013
	Iteration 0F: 3 clusters Score -1249754 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1255397.375000 Penalty: 899.351013
	Iteration 1F: 3 clusters Score -1255397 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1255965.750000 Penalty: 899.351013
	Iteration 2F: 3 clusters Score -1255966 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1256802.375000 Penalty: 899.351013
	Iteration 3F: 3 clusters Score -1256802 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1257966.500000 Penalty: 899.351013
	Iteration 4F: 3 clusters Score -1257966 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1259337.875000 Penalty: 899.351013
	Iteration 5F: 3 clusters Score -1259338 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1260469.000000 Penalty: 899.351013
	Iteration 6F: 3 clusters Score -1260469 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1261151.250000 Penalty: 899.351013
	Iteration 7Q: 3 clusters Score -1261151 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1261461.375000 Penalty: 899.351013
	Iteration 8Q: 3 clusters Score -1261461 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1261661.625000 Penalty: 899.351013
	Iteration 9Q: 3 clusters Score -1261662 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1261829.500000 Penalty: 899.351013
	Iteration 10Q: 3 clusters Score -1261830 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1261945.625000 Penalty: 899.351013
	Iteration 11Q: 3 clusters Score -1261946 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1262043.625000 Penalty: 899.351013
	Iteration 12Q: 3 clusters Score -1262044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1262127.000000 Penalty: 899.351013
	Iteration 13Q: 3 clusters Score -1262127 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1262204.625000 Penalty: 899.351013
	Iteration 14Q: 3 clusters Score -1262205 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1262275.625000 Penalty: 899.351013
	Iteration 15Q: 3 clusters Score -1262276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1262323.625000 Penalty: 899.351013
	Iteration 16Q: 3 clusters Score -1262324 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1262366.625000 Penalty: 899.351013
	Iteration 17Q: 3 clusters Score -1262367 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1262405.500000 Penalty: 899.351013
	Iteration 18Q: 3 clusters Score -1262406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1262435.375000 Penalty: 899.351013
	Iteration 19Q: 3 clusters Score -1262435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1262466.375000 Penalty: 899.351013
	Iteration 20F: 3 clusters Score -1262466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1262495.500000 Penalty: 899.351013
	Iteration 21Q: 3 clusters Score -1262496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1262515.250000 Penalty: 899.351013
	Iteration 22Q: 3 clusters Score -1262515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1262535.875000 Penalty: 899.351013
	Iteration 23Q: 3 clusters Score -1262536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1262552.750000 Penalty: 899.351013
	Iteration 24Q: 3 clusters Score -1262553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1262567.500000 Penalty: 899.351013
	Iteration 25Q: 3 clusters Score -1262568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1262573.375000 Penalty: 899.351013
	Iteration 26Q: 3 clusters Score -1262573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1262582.000000 Penalty: 899.351013
	Iteration 27Q: 3 clusters Score -1262582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1262591.750000 Penalty: 899.351013
	Iteration 28Q: 3 clusters Score -1262592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1262600.125000 Penalty: 899.351013
	Iteration 29Q: 3 clusters Score -1262600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1262608.750000 Penalty: 899.351013
	Iteration 30Q: 3 clusters Score -1262609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1262609.875000 Penalty: 899.351013
	Iteration 31Q: 3 clusters Score -1262610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1262610.625000 Penalty: 899.351013
	Iteration 32Q: 3 clusters Score -1262611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1262613.875000 Penalty: 899.351013
	Iteration 33Q: 3 clusters Score -1262614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1262615.750000 Penalty: 899.351013
	Iteration 34Q: 3 clusters Score -1262616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1262623.375000 Penalty: 899.351013
	Iteration 35Q: 3 clusters Score -1262623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1262627.125000 Penalty: 899.351013
	Iteration 36Q: 3 clusters Score -1262627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1262628.750000 Penalty: 899.351013
	Iteration 37Q: 3 clusters Score -1262629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1262631.125000 Penalty: 899.351013
	Iteration 38Q: 3 clusters Score -1262631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1262631.750000 Penalty: 899.351013
	Iteration 39Q: 3 clusters Score -1262632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1262630.250000 Penalty: 899.351013
	Iteration 40F: 3 clusters Score -1262630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1262631.000000 Penalty: 899.351013
	Iteration 41Q: 3 clusters Score -1262631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1262632.250000 Penalty: 899.351013
	Iteration 42Q: 3 clusters Score -1262632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1262630.250000 Penalty: 899.351013
	Iteration 43Q: 3 clusters Score -1262630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1262630.375000 Penalty: 899.351013
	Iteration 44Q: 3 clusters Score -1262630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1262629.875000 Penalty: 899.351013
	Iteration 45Q: 3 clusters Score -1262630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1262631.000000 Penalty: 899.351013
	Iteration 46Q: 3 clusters Score -1262631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1262630.750000 Penalty: 899.351013
	Iteration 47Q: 3 clusters Score -1262631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1262630.750000 Penalty: 899.351013
	Iteration 48F: 3 clusters Score -1262631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -37990.171875 Penalty: 299.733521
	Iteration 0F: 2 clusters Score -37990.17 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 371 members 
Entering Unmasked Estep 
Score: -37375.996094 Penalty: 599.467041
	Iteration 0F: 3 clusters Score -37376 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37692.289062 Penalty: 599.467041
	Iteration 1F: 3 clusters Score -37692.29 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37893.824219 Penalty: 599.467041
	Iteration 2F: 3 clusters Score -37893.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38097.054688 Penalty: 599.467041
	Iteration 3F: 3 clusters Score -38097.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38192.554688 Penalty: 599.467041
	Iteration 4F: 3 clusters Score -38192.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38220.878906 Penalty: 599.467041
	Iteration 5Q: 3 clusters Score -38220.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38227.910156 Penalty: 599.467041
	Iteration 6Q: 3 clusters Score -38227.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38231.214844 Penalty: 599.467041
	Iteration 7Q: 3 clusters Score -38231.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38235.390625 Penalty: 599.467041
	Iteration 8Q: 3 clusters Score -38235.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38236.941406 Penalty: 599.467041
	Iteration 9Q: 3 clusters Score -38236.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38236.941406 Penalty: 599.467041
	Iteration 10F: 3 clusters Score -38236.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Entering Unmasked Estep 
Score: -14097909.000000 Penalty: 32612.816406
Splitting cluster 26 changes total score from -14085327.000000 to -14097909.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 27 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -50438.179688 Penalty: 306.532013
	Iteration 0F: 2 clusters Score -50438.18 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 429 members 
Entering Unmasked Estep 
Score: -49759.054688 Penalty: 613.064026
	Iteration 0F: 3 clusters Score -49759.05 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -50361.109375 Penalty: 613.064026
	Iteration 1F: 3 clusters Score -50361.11 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -50724.304688 Penalty: 613.064026
	Iteration 2F: 3 clusters Score -50724.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -50970.968750 Penalty: 613.064026
	Iteration 3F: 3 clusters Score -50970.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -51127.480469 Penalty: 613.064026
	Iteration 4F: 3 clusters Score -51127.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -51330.683594 Penalty: 613.064026
	Iteration 5F: 3 clusters Score -51330.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -51511.972656 Penalty: 613.064026
	Iteration 6Q: 3 clusters Score -51511.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -51553.441406 Penalty: 613.064026
	Iteration 7Q: 3 clusters Score -51553.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -51568.308594 Penalty: 613.064026
	Iteration 8Q: 3 clusters Score -51568.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -51575.687500 Penalty: 613.064026
	Iteration 9Q: 3 clusters Score -51575.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -51577.039062 Penalty: 613.064026
	Iteration 10Q: 3 clusters Score -51577.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -51578.769531 Penalty: 613.064026
	Iteration 11Q: 3 clusters Score -51578.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -51578.769531 Penalty: 613.064026
	Iteration 12F: 3 clusters Score -51578.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 1002 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Entering Unmasked Estep 
Score: -14098797.000000 Penalty: 33175.105469
Splitting cluster 27 changes total score from -14085327.000000 to -14098797.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 28 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -36314.312500 Penalty: 314.393768
	Iteration 0F: 2 clusters Score -36314.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35651.238281 Penalty: 628.787537
	Iteration 0F: 3 clusters Score -35651.24 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -36969.800781 Penalty: 628.787537
	Iteration 1F: 3 clusters Score -36969.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -37736.953125 Penalty: 628.787537
	Iteration 2F: 3 clusters Score -37736.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -38164.296875 Penalty: 628.787537
	Iteration 3F: 3 clusters Score -38164.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -38365.910156 Penalty: 628.787537
	Iteration 4Q: 3 clusters Score -38365.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -38415.132812 Penalty: 628.787537
	Iteration 5Q: 3 clusters Score -38415.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -38428.769531 Penalty: 628.787537
	Iteration 6Q: 3 clusters Score -38428.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -38448.253906 Penalty: 628.787537
	Iteration 7Q: 3 clusters Score -38448.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -38479.941406 Penalty: 628.787537
	Iteration 8Q: 3 clusters Score -38479.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -38498.863281 Penalty: 628.787537
	Iteration 9Q: 3 clusters Score -38498.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -38506.023438 Penalty: 628.787537
	Iteration 10Q: 3 clusters Score -38506.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -38514.410156 Penalty: 628.787537
	Iteration 11Q: 3 clusters Score -38514.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -38522.601562 Penalty: 628.787537
	Iteration 12Q: 3 clusters Score -38522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -38526.234375 Penalty: 628.787537
	Iteration 13Q: 3 clusters Score -38526.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -38528.445312 Penalty: 628.787537
	Iteration 14Q: 3 clusters Score -38528.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -38529.113281 Penalty: 628.787537
	Iteration 15Q: 3 clusters Score -38529.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -38529.113281 Penalty: 628.787537
	Iteration 16F: 3 clusters Score -38529.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Entering Unmasked Estep 
Score: -14100768.000000 Penalty: 33737.398438
Splitting cluster 28 changes total score from -14085327.000000 to -14100768.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 29 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -87660.953125 Penalty: 337.088135
	Iteration 0F: 2 clusters Score -87660.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -86469.054688 Penalty: 674.176270
	Iteration 0F: 3 clusters Score -86469.05 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -86952.210938 Penalty: 674.176270
	Iteration 1F: 3 clusters Score -86952.21 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -87082.375000 Penalty: 674.176270
	Iteration 2F: 3 clusters Score -87082.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -87200.671875 Penalty: 674.176270
	Iteration 3F: 3 clusters Score -87200.67 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -87283.195312 Penalty: 674.176270
	Iteration 4F: 3 clusters Score -87283.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -87364.460938 Penalty: 674.176270
	Iteration 5F: 3 clusters Score -87364.46 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -87444.359375 Penalty: 674.176270
	Iteration 6Q: 3 clusters Score -87444.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -87578.828125 Penalty: 674.176270
	Iteration 7Q: 3 clusters Score -87578.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -87733.093750 Penalty: 674.176270
	Iteration 8Q: 3 clusters Score -87733.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -87860.234375 Penalty: 674.176270
	Iteration 9Q: 3 clusters Score -87860.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -87907.617188 Penalty: 674.176270
	Iteration 10Q: 3 clusters Score -87907.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -87947.031250 Penalty: 674.176270
	Iteration 11Q: 3 clusters Score -87947.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -87973.843750 Penalty: 674.176270
	Iteration 12Q: 3 clusters Score -87973.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -87995.914062 Penalty: 674.176270
	Iteration 13Q: 3 clusters Score -87995.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -88016.953125 Penalty: 674.176270
	Iteration 14Q: 3 clusters Score -88016.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -88038.289062 Penalty: 674.176270
	Iteration 15Q: 3 clusters Score -88038.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -88095.789062 Penalty: 674.176270
	Iteration 16Q: 3 clusters Score -88095.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -88142.687500 Penalty: 674.176270
	Iteration 17Q: 3 clusters Score -88142.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -88184.031250 Penalty: 674.176270
	Iteration 18Q: 3 clusters Score -88184.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -88199.132812 Penalty: 674.176270
	Iteration 19Q: 3 clusters Score -88199.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -88242.460938 Penalty: 674.176270
	Iteration 20F: 3 clusters Score -88242.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -88320.453125 Penalty: 674.176270
	Iteration 21Q: 3 clusters Score -88320.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -88360.867188 Penalty: 674.176270
	Iteration 22Q: 3 clusters Score -88360.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -88389.242188 Penalty: 674.176270
	Iteration 23Q: 3 clusters Score -88389.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -88398.250000 Penalty: 674.176270
	Iteration 24Q: 3 clusters Score -88398.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -88402.195312 Penalty: 674.176270
	Iteration 25Q: 3 clusters Score -88402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -88403.953125 Penalty: 674.176270
	Iteration 26Q: 3 clusters Score -88403.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -88405.890625 Penalty: 674.176270
	Iteration 27Q: 3 clusters Score -88405.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -88407.289062 Penalty: 674.176270
	Iteration 28Q: 3 clusters Score -88407.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -88408.648438 Penalty: 674.176270
	Iteration 29Q: 3 clusters Score -88408.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -88410.867188 Penalty: 674.176270
	Iteration 30Q: 3 clusters Score -88410.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -88411.078125 Penalty: 674.176270
	Iteration 31Q: 3 clusters Score -88411.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -88411.531250 Penalty: 674.176270
	Iteration 32Q: 3 clusters Score -88411.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -88412.484375 Penalty: 674.176270
	Iteration 33Q: 3 clusters Score -88412.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -88412.726562 Penalty: 674.176270
	Iteration 34Q: 3 clusters Score -88412.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -88413.070312 Penalty: 674.176270
	Iteration 35Q: 3 clusters Score -88413.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -88414.093750 Penalty: 674.176270
	Iteration 36Q: 3 clusters Score -88414.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -88414.921875 Penalty: 674.176270
	Iteration 37Q: 3 clusters Score -88414.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -88415.484375 Penalty: 674.176270
	Iteration 38Q: 3 clusters Score -88415.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -88415.484375 Penalty: 674.176270
	Iteration 39F: 3 clusters Score -88415.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Entering Unmasked Estep 
Score: -14101288.000000 Penalty: 34299.687500
Splitting cluster 29 changes total score from -14085327.000000 to -14101288.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 30 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -14218.117188 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -14218.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13908.250977 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -13908.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14047.522461 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -14047.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14064.793945 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -14064.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14096.148438 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -14096.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14131.314453 Penalty: 508.439636
	Iteration 4F: 3 clusters Score -14131.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14158.501953 Penalty: 508.439636
	Iteration 5F: 3 clusters Score -14158.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14174.317383 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -14174.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14200.115234 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -14200.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14204.940430 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -14204.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14219.364258 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -14219.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14221.348633 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -14221.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14221.348633 Penalty: 508.439636
	Iteration 11F: 3 clusters Score -14221.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 995 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Mstep: Class 62 contains 132 members 
Entering Unmasked Estep 
Score: -14100983.000000 Penalty: 34861.976562
Splitting cluster 30 changes total score from -14085327.000000 to -14100983.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 31 (995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Entering Unmasked Estep 
Score: -53048.667969 Penalty: 314.074799
	Iteration 0F: 2 clusters Score -53048.67 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 497 members 
Entering Unmasked Estep 
Score: -52230.199219 Penalty: 628.149597
	Iteration 0F: 3 clusters Score -52230.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -52666.664062 Penalty: 628.149597
	Iteration 1F: 3 clusters Score -52666.66 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -53188.382812 Penalty: 628.149597
	Iteration 2F: 3 clusters Score -53188.38 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -53801.273438 Penalty: 628.149597
	Iteration 3F: 3 clusters Score -53801.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -54140.351562 Penalty: 628.149597
	Iteration 4Q: 3 clusters Score -54140.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54258.335938 Penalty: 628.149597
	Iteration 5Q: 3 clusters Score -54258.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -54322.847656 Penalty: 628.149597
	Iteration 6Q: 3 clusters Score -54322.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -54346.175781 Penalty: 628.149597
	Iteration 7Q: 3 clusters Score -54346.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -54350.746094 Penalty: 628.149597
	Iteration 8Q: 3 clusters Score -54350.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -54353.644531 Penalty: 628.149597
	Iteration 9Q: 3 clusters Score -54353.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -54354.125000 Penalty: 628.149597
	Iteration 10Q: 3 clusters Score -54354.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -54354.125000 Penalty: 628.149597
	Iteration 11F: 3 clusters Score -54354.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 1393 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Mstep: Class 62 contains 132 members 
Mstep: Class 63 contains 568 members 
Entering Unmasked Estep 
Score: -14102031.000000 Penalty: 35424.265625
Splitting cluster 31 changes total score from -14085327.000000 to -14102031.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 32 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -80771.546875 Penalty: 329.384277
	Iteration 0F: 2 clusters Score -80771.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -79791.234375 Penalty: 658.768555
	Iteration 0F: 3 clusters Score -79791.23 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80526.867188 Penalty: 658.768555
	Iteration 1F: 3 clusters Score -80526.87 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80981.132812 Penalty: 658.768555
	Iteration 2F: 3 clusters Score -80981.13 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81160.234375 Penalty: 658.768555
	Iteration 3F: 3 clusters Score -81160.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81227.539062 Penalty: 658.768555
	Iteration 4Q: 3 clusters Score -81227.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81262.296875 Penalty: 658.768555
	Iteration 5Q: 3 clusters Score -81262.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81272.601562 Penalty: 658.768555
	Iteration 6Q: 3 clusters Score -81272.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81278.687500 Penalty: 658.768555
	Iteration 7Q: 3 clusters Score -81278.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81288.335938 Penalty: 658.768555
	Iteration 8Q: 3 clusters Score -81288.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81295.476562 Penalty: 658.768555
	Iteration 9Q: 3 clusters Score -81295.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81301.882812 Penalty: 658.768555
	Iteration 10Q: 3 clusters Score -81301.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81306.296875 Penalty: 658.768555
	Iteration 11Q: 3 clusters Score -81306.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81313.101562 Penalty: 658.768555
	Iteration 12Q: 3 clusters Score -81313.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -81333.820312 Penalty: 658.768555
	Iteration 13Q: 3 clusters Score -81333.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81356.859375 Penalty: 658.768555
	Iteration 14Q: 3 clusters Score -81356.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81382.945312 Penalty: 658.768555
	Iteration 15Q: 3 clusters Score -81382.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -81424.585938 Penalty: 658.768555
	Iteration 16Q: 3 clusters Score -81424.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81464.960938 Penalty: 658.768555
	Iteration 17Q: 3 clusters Score -81464.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -81525.789062 Penalty: 658.768555
	Iteration 18Q: 3 clusters Score -81525.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -81576.414062 Penalty: 658.768555
	Iteration 19Q: 3 clusters Score -81576.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81609.023438 Penalty: 658.768555
	Iteration 20F: 3 clusters Score -81609.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81651.406250 Penalty: 658.768555
	Iteration 21Q: 3 clusters Score -81651.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81689.351562 Penalty: 658.768555
	Iteration 22Q: 3 clusters Score -81689.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -81712.281250 Penalty: 658.768555
	Iteration 23Q: 3 clusters Score -81712.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -81720.117188 Penalty: 658.768555
	Iteration 24Q: 3 clusters Score -81720.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81721.078125 Penalty: 658.768555
	Iteration 25Q: 3 clusters Score -81721.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -81721.523438 Penalty: 658.768555
	Iteration 26Q: 3 clusters Score -81721.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -81721.523438 Penalty: 658.768555
	Iteration 27F: 3 clusters Score -81721.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 799 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Mstep: Class 62 contains 132 members 
Mstep: Class 63 contains 568 members 
Mstep: Class 64 contains 594 members 
Entering Unmasked Estep 
Score: -14102733.000000 Penalty: 35986.554688
Splitting cluster 32 changes total score from -14085327.000000 to -14102733.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 33 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -191766.921875 Penalty: 363.013153
	Iteration 0F: 2 clusters Score -191766.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -189794.546875 Penalty: 726.026306
	Iteration 0F: 3 clusters Score -189794.5 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -192196.328125 Penalty: 726.026306
	Iteration 1F: 3 clusters Score -192196.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -193855.062500 Penalty: 726.026306
	Iteration 2F: 3 clusters Score -193855.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -194348.406250 Penalty: 726.026306
	Iteration 3F: 3 clusters Score -194348.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -194560.078125 Penalty: 726.026306
	Iteration 4Q: 3 clusters Score -194560.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -194749.562500 Penalty: 726.026306
	Iteration 5Q: 3 clusters Score -194749.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -194932.546875 Penalty: 726.026306
	Iteration 6Q: 3 clusters Score -194932.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -195086.437500 Penalty: 726.026306
	Iteration 7Q: 3 clusters Score -195086.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -195172.984375 Penalty: 726.026306
	Iteration 8Q: 3 clusters Score -195173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -195235.031250 Penalty: 726.026306
	Iteration 9Q: 3 clusters Score -195235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -195301.203125 Penalty: 726.026306
	Iteration 10Q: 3 clusters Score -195301.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -195448.406250 Penalty: 726.026306
	Iteration 11Q: 3 clusters Score -195448.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -195814.515625 Penalty: 726.026306
	Iteration 12Q: 3 clusters Score -195814.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -196409.687500 Penalty: 726.026306
	Iteration 13Q: 3 clusters Score -196409.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -196613.843750 Penalty: 726.026306
	Iteration 14Q: 3 clusters Score -196613.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -196818.843750 Penalty: 726.026306
	Iteration 15Q: 3 clusters Score -196818.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -197023.968750 Penalty: 726.026306
	Iteration 16Q: 3 clusters Score -197024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -197219.531250 Penalty: 726.026306
	Iteration 17Q: 3 clusters Score -197219.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -197373.281250 Penalty: 726.026306
	Iteration 18Q: 3 clusters Score -197373.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -197541.453125 Penalty: 726.026306
	Iteration 19Q: 3 clusters Score -197541.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -197887.843750 Penalty: 726.026306
	Iteration 20F: 3 clusters Score -197887.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -198116.140625 Penalty: 726.026306
	Iteration 21Q: 3 clusters Score -198116.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -198205.656250 Penalty: 726.026306
	Iteration 22Q: 3 clusters Score -198205.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -198221.796875 Penalty: 726.026306
	Iteration 23Q: 3 clusters Score -198221.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -198228.531250 Penalty: 726.026306
	Iteration 24Q: 3 clusters Score -198228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -198230.984375 Penalty: 726.026306
	Iteration 25Q: 3 clusters Score -198231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -198230.937500 Penalty: 726.026306
	Iteration 26Q: 3 clusters Score -198230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -198230.937500 Penalty: 726.026306
	Iteration 27F: 3 clusters Score -198230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 799 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Mstep: Class 62 contains 132 members 
Mstep: Class 63 contains 568 members 
Mstep: Class 64 contains 594 members 
Mstep: Class 65 contains 1468 members 
Entering Unmasked Estep 
Score: -14108985.000000 Penalty: 36548.847656
Splitting cluster 33 changes total score from -14085327.000000 to -14108985.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 34 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -32692.898438 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -32692.9 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 302 members 
Entering Unmasked Estep 
Score: -32202.554688 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -32202.55 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -32421.132812 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -32421.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32478.062500 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -32478.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -32519.027344 Penalty: 583.176147
	Iteration 3Q: 3 clusters Score -32519.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32581.777344 Penalty: 583.176147
	Iteration 4F: 3 clusters Score -32581.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -32623.660156 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -32623.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -32646.503906 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -32646.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -32666.384766 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -32666.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -32684.464844 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -32684.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -32696.246094 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -32696.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -32706.527344 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -32706.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -32714.423828 Penalty: 583.176147
	Iteration 11Q: 3 clusters Score -32714.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -32717.144531 Penalty: 583.176147
	Iteration 12Q: 3 clusters Score -32717.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -32720.205078 Penalty: 583.176147
	Iteration 13Q: 3 clusters Score -32720.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -32722.738281 Penalty: 583.176147
	Iteration 14Q: 3 clusters Score -32722.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -32725.310547 Penalty: 583.176147
	Iteration 15Q: 3 clusters Score -32725.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -32731.398438 Penalty: 583.176147
	Iteration 16Q: 3 clusters Score -32731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -32743.119141 Penalty: 583.176147
	Iteration 17Q: 3 clusters Score -32743.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -32757.107422 Penalty: 583.176147
	Iteration 18Q: 3 clusters Score -32757.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -32758.886719 Penalty: 583.176147
	Iteration 19Q: 3 clusters Score -32758.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -32760.992188 Penalty: 583.176147
	Iteration 20F: 3 clusters Score -32760.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -32764.912109 Penalty: 583.176147
	Iteration 21Q: 3 clusters Score -32764.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -32772.910156 Penalty: 583.176147
	Iteration 22Q: 3 clusters Score -32772.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -32775.265625 Penalty: 583.176147
	Iteration 23Q: 3 clusters Score -32775.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -32775.265625 Penalty: 583.176147
	Iteration 24F: 3 clusters Score -32775.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 799 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 104 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 333 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Mstep: Class 62 contains 132 members 
Mstep: Class 63 contains 568 members 
Mstep: Class 64 contains 594 members 
Mstep: Class 65 contains 1468 members 
Mstep: Class 66 contains 503 members 
Entering Unmasked Estep 
Score: -14108795.000000 Penalty: 37111.136719
Splitting cluster 34 changes total score from -14085327.000000 to -14108795.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 35 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6993.245605 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6993.246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6799.918457 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -6799.918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6904.124023 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -6904.124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6915.487305 Penalty: 455.967834
	Iteration 2Q: 3 clusters Score -6915.487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6919.255859 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -6919.256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6922.925781 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -6922.926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6922.925781 Penalty: 455.967834
	Iteration 5F: 3 clusters Score -6922.926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -13300.067383 Penalty: 264.270477
	Iteration 0F: 2 clusters Score -13300.07 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 159 members 
Entering Unmasked Estep 
Score: -12941.978516 Penalty: 528.540955
	Iteration 0F: 3 clusters Score -12941.98 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13276.465820 Penalty: 528.540955
	Iteration 1F: 3 clusters Score -13276.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13449.706055 Penalty: 528.540955
	Iteration 2F: 3 clusters Score -13449.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13743.783203 Penalty: 528.540955
	Iteration 3F: 3 clusters Score -13743.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13908.094727 Penalty: 528.540955
	Iteration 4F: 3 clusters Score -13908.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14135.438477 Penalty: 528.540955
	Iteration 5F: 3 clusters Score -14135.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14556.874023 Penalty: 528.540955
	Iteration 6Q: 3 clusters Score -14556.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14560.331055 Penalty: 528.540955
	Iteration 7Q: 3 clusters Score -14560.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14560.331055 Penalty: 528.540955
	Iteration 8F: 3 clusters Score -14560.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 799 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 104 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 925 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Mstep: Class 62 contains 132 members 
Mstep: Class 63 contains 568 members 
Mstep: Class 64 contains 594 members 
Mstep: Class 65 contains 1468 members 
Mstep: Class 66 contains 503 members 
Mstep: Class 67 contains 143 members 
Entering Unmasked Estep 
Score: -14109758.000000 Penalty: 37673.425781
Splitting cluster 36 changes total score from -14085327.000000 to -14109758.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 37 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -203833.625000 Penalty: 370.331268
	Iteration 0F: 2 clusters Score -203833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -201428.281250 Penalty: 740.662537
	Iteration 0F: 3 clusters Score -201428.3 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -202339.203125 Penalty: 740.662537
	Iteration 1F: 3 clusters Score -202339.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -202470.406250 Penalty: 740.662537
	Iteration 2F: 3 clusters Score -202470.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -202565.125000 Penalty: 740.662537
	Iteration 3F: 3 clusters Score -202565.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -202678.437500 Penalty: 740.662537
	Iteration 4Q: 3 clusters Score -202678.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -202835.234375 Penalty: 740.662537
	Iteration 5F: 3 clusters Score -202835.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -203048.984375 Penalty: 740.662537
	Iteration 6F: 3 clusters Score -203049 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -203244.562500 Penalty: 740.662537
	Iteration 7F: 3 clusters Score -203244.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -203357.921875 Penalty: 740.662537
	Iteration 8Q: 3 clusters Score -203357.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -203461.750000 Penalty: 740.662537
	Iteration 9Q: 3 clusters Score -203461.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -203527.640625 Penalty: 740.662537
	Iteration 10Q: 3 clusters Score -203527.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -203559.484375 Penalty: 740.662537
	Iteration 11Q: 3 clusters Score -203559.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -203583.859375 Penalty: 740.662537
	Iteration 12Q: 3 clusters Score -203583.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -203616.015625 Penalty: 740.662537
	Iteration 13Q: 3 clusters Score -203616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -203643.968750 Penalty: 740.662537
	Iteration 14Q: 3 clusters Score -203644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -203671.203125 Penalty: 740.662537
	Iteration 15Q: 3 clusters Score -203671.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -203696.515625 Penalty: 740.662537
	Iteration 16Q: 3 clusters Score -203696.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -203711.937500 Penalty: 740.662537
	Iteration 17Q: 3 clusters Score -203711.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -203728.906250 Penalty: 740.662537
	Iteration 18Q: 3 clusters Score -203728.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -203735.750000 Penalty: 740.662537
	Iteration 19Q: 3 clusters Score -203735.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -203744.187500 Penalty: 740.662537
	Iteration 20F: 3 clusters Score -203744.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -203751.875000 Penalty: 740.662537
	Iteration 21Q: 3 clusters Score -203751.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -203757.750000 Penalty: 740.662537
	Iteration 22Q: 3 clusters Score -203757.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -203763.906250 Penalty: 740.662537
	Iteration 23Q: 3 clusters Score -203763.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -203770.156250 Penalty: 740.662537
	Iteration 24Q: 3 clusters Score -203770.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -203772.937500 Penalty: 740.662537
	Iteration 25Q: 3 clusters Score -203772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -203773.343750 Penalty: 740.662537
	Iteration 26Q: 3 clusters Score -203773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -203773.796875 Penalty: 740.662537
	Iteration 27Q: 3 clusters Score -203773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -203773.781250 Penalty: 740.662537
	Iteration 28Q: 3 clusters Score -203773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -203774.046875 Penalty: 740.662537
	Iteration 29Q: 3 clusters Score -203774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -203774.062500 Penalty: 740.662537
	Iteration 30Q: 3 clusters Score -203774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -203774.062500 Penalty: 740.662537
	Iteration 31F: 3 clusters Score -203774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -42168.195312 Penalty: 310.755615
	Iteration 0F: 2 clusters Score -42168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41478.542969 Penalty: 621.511230
	Iteration 0F: 3 clusters Score -41478.54 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41849.019531 Penalty: 621.511230
	Iteration 1F: 3 clusters Score -41849.02 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -42091.867188 Penalty: 621.511230
	Iteration 2F: 3 clusters Score -42091.87 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -42567.929688 Penalty: 621.511230
	Iteration 3F: 3 clusters Score -42567.93 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -43130.972656 Penalty: 621.511230
	Iteration 4F: 3 clusters Score -43130.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -43427.804688 Penalty: 621.511230
	Iteration 5F: 3 clusters Score -43427.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -43687.492188 Penalty: 621.511230
	Iteration 6F: 3 clusters Score -43687.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -43950.371094 Penalty: 621.511230
	Iteration 7Q: 3 clusters Score -43950.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -43991.593750 Penalty: 621.511230
	Iteration 8Q: 3 clusters Score -43991.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -43995.414062 Penalty: 621.511230
	Iteration 9Q: 3 clusters Score -43995.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -43996.449219 Penalty: 621.511230
	Iteration 10Q: 3 clusters Score -43996.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -43997.316406 Penalty: 621.511230
	Iteration 11Q: 3 clusters Score -43997.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -43997.699219 Penalty: 621.511230
	Iteration 12Q: 3 clusters Score -43997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -43998.042969 Penalty: 621.511230
	Iteration 13Q: 3 clusters Score -43998.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -43999.792969 Penalty: 621.511230
	Iteration 14Q: 3 clusters Score -43999.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -43999.792969 Penalty: 621.511230
	Iteration 15F: 3 clusters Score -43999.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 799 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 104 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Mstep: Class 62 contains 132 members 
Mstep: Class 63 contains 568 members 
Mstep: Class 64 contains 594 members 
Mstep: Class 65 contains 1468 members 
Mstep: Class 66 contains 503 members 
Mstep: Class 67 contains 143 members 
Mstep: Class 68 contains 573 members 
Entering Unmasked Estep 
Score: -14111327.000000 Penalty: 38235.714844
Splitting cluster 38 changes total score from -14085327.000000 to -14111327.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 39 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -13357.182617 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -13357.18 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 134 members 
Entering Unmasked Estep 
Score: -13069.617188 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -13069.62 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13272.312500 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -13272.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13646.544922 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -13646.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14052.275391 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -14052.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14505.040039 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -14505.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14562.307617 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -14562.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14562.307617 Penalty: 514.376526
	Iteration 6F: 3 clusters Score -14562.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 799 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 104 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 1289 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 118572 members 
Mstep: Class 44 contains 1297 members 
Mstep: Class 45 contains 73 members 
Mstep: Class 46 contains 190 members 
Mstep: Class 47 contains 344 members 
Mstep: Class 48 contains 525 members 
Mstep: Class 49 contains 1878 members 
Mstep: Class 50 contains 245 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 1344 members 
Mstep: Class 53 contains 251 members 
Mstep: Class 54 contains 335 members 
Mstep: Class 55 contains 176 members 
Mstep: Class 56 contains 353 members 
Mstep: Class 57 contains 428 members 
Mstep: Class 58 contains 212 members 
Mstep: Class 59 contains 536 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1142 members 
Mstep: Class 62 contains 132 members 
Mstep: Class 63 contains 568 members 
Mstep: Class 64 contains 594 members 
Mstep: Class 65 contains 1468 members 
Mstep: Class 66 contains 503 members 
Mstep: Class 67 contains 143 members 
Mstep: Class 68 contains 573 members 
Mstep: Class 69 contains 187 members 
Entering Unmasked Estep 
Score: -14112233.000000 Penalty: 38798.007812
Splitting cluster 39 changes total score from -14085327.000000 to -14112233.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 40 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -72131.273438 Penalty: 323.795929
	Iteration 0F: 2 clusters Score -72131.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -71182.484375 Penalty: 647.591858
	Iteration 0F: 3 clusters Score -71182.48 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71538.578125 Penalty: 647.591858
	Iteration 1F: 3 clusters Score -71538.58 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71658.023438 Penalty: 647.591858
	Iteration 2F: 3 clusters Score -71658.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71744.414062 Penalty: 647.591858
	Iteration 3F: 3 clusters Score -71744.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -71821.273438 Penalty: 647.591858
	Iteration 4F: 3 clusters Score -71821.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -71867.609375 Penalty: 647.591858
	Iteration 5Q: 3 clusters Score -71867.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -71890.250000 Penalty: 647.591858
	Iteration 6Q: 3 clusters Score -71890.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -71900.835938 Penalty: 647.591858
	Iteration 7Q: 3 clusters Score -71900.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -71904.859375 Penalty: 647.591858
	Iteration 8Q: 3 clusters Score -71904.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -71906.179688 Penalty: 647.591858
	Iteration 9Q: 3 clusters Score -71906.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -71908.421875 Penalty: 647.591858
	Iteration 10Q: 3 clusters Score -71908.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -71909.570312 Penalty: 647.591858
	Iteration 11Q: 3 clusters Score -71909.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -71911.171875 Penalty: 647.591858
	Iteration 12Q: 3 clusters Score -71911.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -71913.093750 Penalty: 647.591858
	Iteration 13Q: 3 clusters Score -71913.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -71916.742188 Penalty: 647.591858
	Iteration 14Q: 3 clusters Score -71916.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -71918.273438 Penalty: 647.591858
	Iteration 15Q: 3 clusters Score -71918.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -71918.273438 Penalty: 647.591858
	Iteration 16F: 3 clusters Score -71918.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23346 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16143 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 116 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 369 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 597 members 
Mstep: Class 23 contains 8508 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 19594 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 307 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 427 members 
Mstep: Class 32 contains 799 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 104 members 
Mstep: Class 35 contains 150 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 3426 members 
Mstep: Class 38 contains 352 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14114359.000000 Penalty: 38798.007812
Iteration 79Q: 70 clusters Score -1.411436e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 23422 members 
Mstep: Class 4 contains 2198 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 505 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 129 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 836 members 
Mstep: Class 20 contains 1412 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 708 members 
Mstep: Class 23 contains 8449 members 
Mstep: Class 24 contains 1785 members 
Mstep: Class 25 contains 19680 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 332 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 517 members 
Mstep: Class 30 contains 131 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 799 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 145 members 
Mstep: Class 36 contains 198 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 350 members 
Mstep: Class 39 contains 101 members 
Mstep: Class 40 contains 1213 members 
Mstep: Class 41 contains 1291 members 
Mstep: Class 42 contains 115 members 
Mstep: Class 43 contains 118170 members 
Mstep: Class 44 contains 1344 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 189 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 526 members 
Mstep: Class 49 contains 1876 members 
Mstep: Class 50 contains 236 members 
Mstep: Class 51 contains 445 members 
Mstep: Class 52 contains 1273 members 
Mstep: Class 53 contains 253 members 
Mstep: Class 54 contains 334 members 
Mstep: Class 55 contains 174 members 
Mstep: Class 56 contains 350 members 
Mstep: Class 57 contains 421 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 535 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1128 members 
Mstep: Class 62 contains 120 members 
Mstep: Class 63 contains 577 members 
Mstep: Class 64 contains 647 members 
Mstep: Class 65 contains 1404 members 
Mstep: Class 66 contains 502 members 
Mstep: Class 67 contains 141 members 
Mstep: Class 68 contains 573 members 
Mstep: Class 69 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14116658.000000 Penalty: 38798.007812
Iteration 80F: 70 clusters Score -1.411666e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 377 members 
Mstep: Class 3 contains 23255 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 2518 members 
Mstep: Class 6 contains 16163 members 
Mstep: Class 7 contains 759 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 136 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 502 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 1442 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 303 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 833 members 
Mstep: Class 20 contains 1397 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 783 members 
Mstep: Class 23 contains 8400 members 
Mstep: Class 24 contains 1773 members 
Mstep: Class 25 contains 19746 members 
Mstep: Class 26 contains 575 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 516 members 
Mstep: Class 30 contains 126 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 806 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 138 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 348 members 
Mstep: Class 39 contains 95 members 
Mstep: Class 40 contains 1205 members 
Mstep: Class 41 contains 1262 members 
Mstep: Class 42 contains 131 members 
Mstep: Class 43 contains 118192 members 
Mstep: Class 44 contains 1508 members 
Mstep: Class 45 contains 75 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 354 members 
Mstep: Class 48 contains 531 members 
Mstep: Class 49 contains 1874 members 
Mstep: Class 50 contains 251 members 
Mstep: Class 51 contains 404 members 
Mstep: Class 52 contains 1267 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 348 members 
Mstep: Class 55 contains 171 members 
Mstep: Class 56 contains 355 members 
Mstep: Class 57 contains 448 members 
Mstep: Class 58 contains 199 members 
Mstep: Class 59 contains 565 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1123 members 
Mstep: Class 62 contains 116 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 686 members 
Mstep: Class 65 contains 1352 members 
Mstep: Class 66 contains 504 members 
Mstep: Class 67 contains 139 members 
Mstep: Class 68 contains 575 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14118344.000000 Penalty: 38798.007812
Iteration 81Q: 70 clusters Score -1.411834e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23147 members 
Mstep: Class 4 contains 2266 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 742 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 146 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 756 members 
Mstep: Class 19 contains 835 members 
Mstep: Class 20 contains 1382 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 8375 members 
Mstep: Class 24 contains 1768 members 
Mstep: Class 25 contains 19841 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 355 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 512 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 814 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 186 members 
Mstep: Class 37 contains 3344 members 
Mstep: Class 38 contains 345 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 155 members 
Mstep: Class 43 contains 118147 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 72 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 356 members 
Mstep: Class 48 contains 537 members 
Mstep: Class 49 contains 1875 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 376 members 
Mstep: Class 52 contains 1273 members 
Mstep: Class 53 contains 283 members 
Mstep: Class 54 contains 354 members 
Mstep: Class 55 contains 168 members 
Mstep: Class 56 contains 356 members 
Mstep: Class 57 contains 470 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 585 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1118 members 
Mstep: Class 62 contains 117 members 
Mstep: Class 63 contains 584 members 
Mstep: Class 64 contains 716 members 
Mstep: Class 65 contains 1323 members 
Mstep: Class 66 contains 505 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 578 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14119207.000000 Penalty: 38798.007812
Iteration 82Q: 70 clusters Score -1.411921e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 23060 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 2493 members 
Mstep: Class 6 contains 16217 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 150 members 
Mstep: Class 11 contains 306 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 839 members 
Mstep: Class 20 contains 1366 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 860 members 
Mstep: Class 23 contains 8355 members 
Mstep: Class 24 contains 1761 members 
Mstep: Class 25 contains 19918 members 
Mstep: Class 26 contains 599 members 
Mstep: Class 27 contains 363 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 512 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 822 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 113 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 181 members 
Mstep: Class 37 contains 3323 members 
Mstep: Class 38 contains 343 members 
Mstep: Class 39 contains 92 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 1263 members 
Mstep: Class 42 contains 174 members 
Mstep: Class 43 contains 118102 members 
Mstep: Class 44 contains 1698 members 
Mstep: Class 45 contains 70 members 
Mstep: Class 46 contains 199 members 
Mstep: Class 47 contains 357 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1880 members 
Mstep: Class 50 contains 252 members 
Mstep: Class 51 contains 359 members 
Mstep: Class 52 contains 1277 members 
Mstep: Class 53 contains 286 members 
Mstep: Class 54 contains 357 members 
Mstep: Class 55 contains 163 members 
Mstep: Class 56 contains 358 members 
Mstep: Class 57 contains 491 members 
Mstep: Class 58 contains 205 members 
Mstep: Class 59 contains 592 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1115 members 
Mstep: Class 62 contains 112 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 735 members 
Mstep: Class 65 contains 1309 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 580 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14119774.000000 Penalty: 38798.007812
Iteration 83Q: 70 clusters Score -1.411977e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22974 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 16246 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 1374 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 300 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 841 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 8344 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 19980 members 
Mstep: Class 26 contains 615 members 
Mstep: Class 27 contains 368 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 830 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 177 members 
Mstep: Class 37 contains 3305 members 
Mstep: Class 38 contains 342 members 
Mstep: Class 39 contains 93 members 
Mstep: Class 40 contains 1176 members 
Mstep: Class 41 contains 1265 members 
Mstep: Class 42 contains 181 members 
Mstep: Class 43 contains 118074 members 
Mstep: Class 44 contains 1770 members 
Mstep: Class 45 contains 70 members 
Mstep: Class 46 contains 204 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1887 members 
Mstep: Class 50 contains 249 members 
Mstep: Class 51 contains 335 members 
Mstep: Class 52 contains 1290 members 
Mstep: Class 53 contains 286 members 
Mstep: Class 54 contains 359 members 
Mstep: Class 55 contains 162 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 509 members 
Mstep: Class 58 contains 205 members 
Mstep: Class 59 contains 595 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 108 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 754 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 505 members 
Mstep: Class 67 contains 137 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14120151.000000 Penalty: 38798.007812
Iteration 84Q: 70 clusters Score -1.412015e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22911 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 16291 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 448 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 517 members 
Mstep: Class 14 contains 628 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 904 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 20038 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 373 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 839 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3289 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 95 members 
Mstep: Class 40 contains 1167 members 
Mstep: Class 41 contains 1264 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 118044 members 
Mstep: Class 44 contains 1806 members 
Mstep: Class 45 contains 70 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1889 members 
Mstep: Class 50 contains 248 members 
Mstep: Class 51 contains 311 members 
Mstep: Class 52 contains 1288 members 
Mstep: Class 53 contains 286 members 
Mstep: Class 54 contains 360 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 364 members 
Mstep: Class 57 contains 523 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 599 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 770 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 136 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14120409.000000 Penalty: 38798.007812
Iteration 85Q: 70 clusters Score -1.412041e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22839 members 
Mstep: Class 4 contains 2458 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 295 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1337 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 920 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 20086 members 
Mstep: Class 26 contains 630 members 
Mstep: Class 27 contains 377 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 847 members 
Mstep: Class 33 contains 1444 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 97 members 
Mstep: Class 40 contains 1160 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 118032 members 
Mstep: Class 44 contains 1836 members 
Mstep: Class 45 contains 70 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1891 members 
Mstep: Class 50 contains 253 members 
Mstep: Class 51 contains 298 members 
Mstep: Class 52 contains 1288 members 
Mstep: Class 53 contains 286 members 
Mstep: Class 54 contains 361 members 
Mstep: Class 55 contains 160 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 531 members 
Mstep: Class 58 contains 206 members 
Mstep: Class 59 contains 603 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 781 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 507 members 
Mstep: Class 67 contains 135 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14120554.000000 Penalty: 38798.007812
Iteration 86Q: 70 clusters Score -1.412055e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22779 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 22 contains 931 members 
Mstep: Class 23 contains 8312 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 20145 members 
Mstep: Class 26 contains 634 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 855 members 
Mstep: Class 33 contains 1441 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3265 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1157 members 
Mstep: Class 41 contains 1249 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 118003 members 
Mstep: Class 44 contains 1859 members 
Mstep: Class 45 contains 69 members 
Mstep: Class 46 contains 225 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1891 members 
Mstep: Class 50 contains 256 members 
Mstep: Class 51 contains 290 members 
Mstep: Class 52 contains 1290 members 
Mstep: Class 53 contains 286 members 
Mstep: Class 54 contains 362 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 537 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 608 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 786 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 509 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14120680.000000 Penalty: 38798.007812
Iteration 87Q: 70 clusters Score -1.412068e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22731 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 16382 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 616 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 8309 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 20206 members 
Mstep: Class 26 contains 635 members 
Mstep: Class 27 contains 374 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 861 members 
Mstep: Class 33 contains 1438 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3254 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1154 members 
Mstep: Class 41 contains 1244 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117960 members 
Mstep: Class 44 contains 1864 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 232 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1891 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 283 members 
Mstep: Class 52 contains 1290 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 541 members 
Mstep: Class 58 contains 205 members 
Mstep: Class 59 contains 611 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 789 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14120829.000000 Penalty: 38798.007812
Iteration 88Q: 70 clusters Score -1.412083e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22694 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 16402 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 420 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 616 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 940 members 
Mstep: Class 23 contains 8308 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 20272 members 
Mstep: Class 26 contains 643 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3232 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1148 members 
Mstep: Class 41 contains 1242 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117903 members 
Mstep: Class 44 contains 1864 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 237 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1891 members 
Mstep: Class 50 contains 272 members 
Mstep: Class 51 contains 273 members 
Mstep: Class 52 contains 1291 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 546 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 794 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121020.000000 Penalty: 38798.007812
Iteration 89Q: 70 clusters Score -1.412102e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22662 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 2459 members 
Mstep: Class 6 contains 16417 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 151 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 14 contains 619 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 944 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 20347 members 
Mstep: Class 26 contains 647 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 873 members 
Mstep: Class 33 contains 1434 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3209 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1142 members 
Mstep: Class 41 contains 1244 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117832 members 
Mstep: Class 44 contains 1857 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 241 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 265 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 364 members 
Mstep: Class 57 contains 551 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 791 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121163.000000 Penalty: 38798.007812
Iteration 90Q: 70 clusters Score -1.412116e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 2618 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 949 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 20405 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 877 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3197 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1135 members 
Mstep: Class 41 contains 1244 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117785 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 243 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1891 members 
Mstep: Class 50 contains 281 members 
Mstep: Class 51 contains 263 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 554 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 794 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121270.000000 Penalty: 38798.007812
Iteration 91Q: 70 clusters Score -1.412127e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22583 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16436 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 412 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1326 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 955 members 
Mstep: Class 23 contains 8313 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 20459 members 
Mstep: Class 26 contains 653 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 883 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3192 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 1246 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117743 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 245 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1891 members 
Mstep: Class 50 contains 285 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 558 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 792 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121365.000000 Penalty: 38798.007812
Iteration 92Q: 70 clusters Score -1.412136e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22552 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16443 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 608 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1326 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 20518 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 888 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3178 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1123 members 
Mstep: Class 41 contains 1249 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117694 members 
Mstep: Class 44 contains 1843 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 246 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1891 members 
Mstep: Class 50 contains 287 members 
Mstep: Class 51 contains 259 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 364 members 
Mstep: Class 57 contains 560 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 792 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121505.000000 Penalty: 38798.007812
Iteration 93Q: 70 clusters Score -1.41215e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22535 members 
Mstep: Class 4 contains 2712 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 16445 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 599 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 1743 members 
Mstep: Class 25 contains 20561 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 891 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3172 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 98 members 
Mstep: Class 40 contains 1115 members 
Mstep: Class 41 contains 1251 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117635 members 
Mstep: Class 44 contains 1842 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 289 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 562 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 796 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121529.000000 Penalty: 38798.007812
Iteration 94Q: 70 clusters Score -1.412153e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22518 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 16447 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1324 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8320 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 20601 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 894 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3164 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 99 members 
Mstep: Class 40 contains 1109 members 
Mstep: Class 41 contains 1253 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117584 members 
Mstep: Class 44 contains 1841 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 293 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 562 members 
Mstep: Class 58 contains 205 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 799 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121520.000000 Penalty: 38798.007812
Iteration 95Q: 70 clusters Score -1.412152e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22507 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 16448 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8321 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 20640 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 897 members 
Mstep: Class 33 contains 1432 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3157 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 101 members 
Mstep: Class 40 contains 1107 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117537 members 
Mstep: Class 44 contains 1841 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 295 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 566 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 802 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121528.000000 Penalty: 38798.007812
Iteration 96Q: 70 clusters Score -1.412153e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22498 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 16448 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1316 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1746 members 
Mstep: Class 25 contains 20674 members 
Mstep: Class 26 contains 666 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 900 members 
Mstep: Class 33 contains 1432 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3151 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 101 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117495 members 
Mstep: Class 44 contains 1842 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 296 members 
Mstep: Class 51 contains 256 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 574 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 807 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121602.000000 Penalty: 38798.007812
Iteration 97Q: 70 clusters Score -1.41216e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22493 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 16448 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 20713 members 
Mstep: Class 26 contains 665 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 900 members 
Mstep: Class 33 contains 1432 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3148 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 101 members 
Mstep: Class 40 contains 1100 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117446 members 
Mstep: Class 44 contains 1842 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 298 members 
Mstep: Class 51 contains 258 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 583 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 818 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121595.000000 Penalty: 38798.007812
Iteration 98Q: 70 clusters Score -1.41216e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22489 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 16448 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1308 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 20748 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 900 members 
Mstep: Class 33 contains 1432 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3145 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 101 members 
Mstep: Class 40 contains 1099 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117404 members 
Mstep: Class 44 contains 1842 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 299 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 592 members 
Mstep: Class 58 contains 204 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 825 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14121628.000000 Penalty: 38798.007812
Iteration 99Q: 70 clusters Score -1.412163e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22478 members 
Mstep: Class 4 contains 2823 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16448 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 152 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 558 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8320 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 20789 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 375 members 
Mstep: Class 28 contains 426 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1432 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 175 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 102 members 
Mstep: Class 40 contains 1098 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 184 members 
Mstep: Class 43 contains 117365 members 
Mstep: Class 44 contains 1842 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 248 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 257 members 
Mstep: Class 52 contains 1292 members 
Mstep: Class 53 contains 287 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 107 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 830 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14122007.000000 Penalty: 38798.007812
Iteration 100F: 70 clusters Score -1.412201e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22471 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16448 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 155 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 550 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1297 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8318 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20823 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 377 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1419 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3141 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 106 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 200 members 
Mstep: Class 43 contains 117324 members 
Mstep: Class 44 contains 1914 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1284 members 
Mstep: Class 53 contains 294 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 361 members 
Mstep: Class 57 contains 609 members 
Mstep: Class 58 contains 203 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1113 members 
Mstep: Class 62 contains 111 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 842 members 
Mstep: Class 65 contains 1308 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 582 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14123093.000000 Penalty: 38798.007812
Iteration 101Q: 70 clusters Score -1.412309e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22468 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16464 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 159 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 657 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 20842 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 513 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1399 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3139 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 109 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 1267 members 
Mstep: Class 42 contains 217 members 
Mstep: Class 43 contains 117294 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 264 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 260 members 
Mstep: Class 52 contains 1283 members 
Mstep: Class 53 contains 300 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 362 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1112 members 
Mstep: Class 62 contains 112 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 847 members 
Mstep: Class 65 contains 1309 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124122.000000 Penalty: 38798.007812
Iteration 102Q: 70 clusters Score -1.412412e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22467 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16485 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 161 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1287 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20855 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 512 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1379 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3136 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 108 members 
Mstep: Class 40 contains 1093 members 
Mstep: Class 41 contains 1269 members 
Mstep: Class 42 contains 236 members 
Mstep: Class 43 contains 117271 members 
Mstep: Class 44 contains 1985 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 263 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1283 members 
Mstep: Class 53 contains 294 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 365 members 
Mstep: Class 57 contains 625 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1112 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 853 members 
Mstep: Class 65 contains 1309 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124245.000000 Penalty: 38798.007812
Iteration 103Q: 70 clusters Score -1.412424e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 375 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16505 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1282 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8320 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 20871 members 
Mstep: Class 26 contains 659 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1356 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3135 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 108 members 
Mstep: Class 40 contains 1092 members 
Mstep: Class 41 contains 1268 members 
Mstep: Class 42 contains 255 members 
Mstep: Class 43 contains 117246 members 
Mstep: Class 44 contains 2021 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 263 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 537 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1282 members 
Mstep: Class 53 contains 291 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 631 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1111 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 854 members 
Mstep: Class 65 contains 1309 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124324.000000 Penalty: 38798.007812
Iteration 104Q: 70 clusters Score -1.412432e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 22463 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16518 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1275 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20883 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1337 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1091 members 
Mstep: Class 41 contains 1269 members 
Mstep: Class 42 contains 269 members 
Mstep: Class 43 contains 117228 members 
Mstep: Class 44 contains 2057 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 263 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 538 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1284 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 363 members 
Mstep: Class 57 contains 639 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1310 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124443.000000 Penalty: 38798.007812
Iteration 105Q: 70 clusters Score -1.412444e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 16529 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1268 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20894 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 120 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3132 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1091 members 
Mstep: Class 41 contains 1266 members 
Mstep: Class 42 contains 278 members 
Mstep: Class 43 contains 117210 members 
Mstep: Class 44 contains 2092 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 263 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1285 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 359 members 
Mstep: Class 57 contains 651 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1313 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124462.000000 Penalty: 38798.007812
Iteration 106Q: 70 clusters Score -1.412446e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20902 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 121 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3133 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1091 members 
Mstep: Class 41 contains 1258 members 
Mstep: Class 42 contains 290 members 
Mstep: Class 43 contains 117201 members 
Mstep: Class 44 contains 2125 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1284 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 356 members 
Mstep: Class 57 contains 658 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1315 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124502.000000 Penalty: 38798.007812
Iteration 107Q: 70 clusters Score -1.41245e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 22459 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16544 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1301 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20908 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 122 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3135 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1091 members 
Mstep: Class 41 contains 1260 members 
Mstep: Class 42 contains 304 members 
Mstep: Class 43 contains 117198 members 
Mstep: Class 44 contains 2160 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 540 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1283 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 351 members 
Mstep: Class 57 contains 661 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1316 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124560.000000 Penalty: 38798.007812
Iteration 108Q: 70 clusters Score -1.412456e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 22458 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16548 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1301 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20917 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 122 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1267 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3135 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1252 members 
Mstep: Class 42 contains 318 members 
Mstep: Class 43 contains 117190 members 
Mstep: Class 44 contains 2194 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 541 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1283 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 345 members 
Mstep: Class 57 contains 665 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 586 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1316 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124604.000000 Penalty: 38798.007812
Iteration 109Q: 70 clusters Score -1.41246e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 22458 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16551 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20932 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 124 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1238 members 
Mstep: Class 34 contains 114 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3137 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1249 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 117175 members 
Mstep: Class 44 contains 2234 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 540 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1283 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 344 members 
Mstep: Class 57 contains 669 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1316 members 
Mstep: Class 66 contains 508 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14124730.000000 Penalty: 38798.007812
Iteration 110Q: 70 clusters Score -1.412473e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 22458 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16553 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20946 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1202 members 
Mstep: Class 34 contains 115 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3139 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1241 members 
Mstep: Class 42 contains 356 members 
Mstep: Class 43 contains 117159 members 
Mstep: Class 44 contains 2277 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1284 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 675 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1316 members 
Mstep: Class 66 contains 507 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125111.000000 Penalty: 38798.007812
Iteration 111Q: 70 clusters Score -1.412511e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 22457 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16561 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20962 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 124 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1172 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3137 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1238 members 
Mstep: Class 42 contains 376 members 
Mstep: Class 43 contains 117144 members 
Mstep: Class 44 contains 2316 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1285 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 677 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1316 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125363.000000 Penalty: 38798.007812
Iteration 112Q: 70 clusters Score -1.412536e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 22455 members 
Mstep: Class 4 contains 2869 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16559 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20972 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1167 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3135 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1238 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 117137 members 
Mstep: Class 44 contains 2350 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1317 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125385.000000 Penalty: 38798.007812
Iteration 113Q: 70 clusters Score -1.412538e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 22452 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16562 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20985 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1162 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1236 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 117126 members 
Mstep: Class 44 contains 2377 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125396.000000 Penalty: 38798.007812
Iteration 114Q: 70 clusters Score -1.41254e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22449 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8325 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 20998 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1155 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3133 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1234 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 117117 members 
Mstep: Class 44 contains 2394 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125433.000000 Penalty: 38798.007812
Iteration 115Q: 70 clusters Score -1.412543e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22447 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16572 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21008 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1147 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1230 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 117109 members 
Mstep: Class 44 contains 2402 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125440.000000 Penalty: 38798.007812
Iteration 116Q: 70 clusters Score -1.412544e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22443 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16573 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21022 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1229 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 117099 members 
Mstep: Class 44 contains 2410 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125455.000000 Penalty: 38798.007812
Iteration 117Q: 70 clusters Score -1.412546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22442 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21042 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1137 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1227 members 
Mstep: Class 42 contains 376 members 
Mstep: Class 43 contains 117080 members 
Mstep: Class 44 contains 2417 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14125477.000000 Penalty: 38798.007812
Iteration 118Q: 70 clusters Score -1.412548e+07 nChanged 55
Entering ConstructFrom: 
Score: -14125477.000000 Penalty: 38798.007812
Entering ConstructFrom: 
Trying to split cluster 1 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -117222.656250 Penalty: 332.477692
	Iteration 0F: 2 clusters Score -117222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -116151.078125 Penalty: 664.955383
	Iteration 0F: 3 clusters Score -116151.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116661.703125 Penalty: 664.955383
	Iteration 1F: 3 clusters Score -116661.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116919.335938 Penalty: 664.955383
	Iteration 2F: 3 clusters Score -116919.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117065.828125 Penalty: 664.955383
	Iteration 3F: 3 clusters Score -117065.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117150.320312 Penalty: 664.955383
	Iteration 4F: 3 clusters Score -117150.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117206.968750 Penalty: 664.955383
	Iteration 5Q: 3 clusters Score -117207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117235.890625 Penalty: 664.955383
	Iteration 6Q: 3 clusters Score -117235.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117251.000000 Penalty: 664.955383
	Iteration 7Q: 3 clusters Score -117251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117261.140625 Penalty: 664.955383
	Iteration 8Q: 3 clusters Score -117261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117265.921875 Penalty: 664.955383
	Iteration 9Q: 3 clusters Score -117265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117267.429688 Penalty: 664.955383
	Iteration 10Q: 3 clusters Score -117267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117268.046875 Penalty: 664.955383
	Iteration 11Q: 3 clusters Score -117268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117268.250000 Penalty: 664.955383
	Iteration 12Q: 3 clusters Score -117268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117268.250000 Penalty: 664.955383
	Iteration 13F: 3 clusters Score -117268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 359 members 
Entering Unmasked Estep 
Score: -14125285.000000 Penalty: 39360.296875
Splitting cluster 1 changes total score from -14125477.000000 to -14125285.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -27320.169922 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -27320.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26884.621094 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -26884.62 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27002.826172 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -27002.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27050.363281 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -27050.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27069.394531 Penalty: 542.216614
	Iteration 3F: 3 clusters Score -27069.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27084.753906 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -27084.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27092.361328 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -27092.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27102.554688 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -27102.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27119.523438 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -27119.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27134.177734 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -27134.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27141.074219 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -27141.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27143.019531 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -27143.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27145.398438 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -27145.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27145.398438 Penalty: 542.216614
	Iteration 12F: 3 clusters Score -27145.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Entering Unmasked Estep 
Score: -1334787.250000 Penalty: 455.848358
	Iteration 0F: 2 clusters Score -1334787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1319966.250000 Penalty: 911.696716
	Iteration 0F: 3 clusters Score -1319966 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1326612.375000 Penalty: 911.696716
	Iteration 1F: 3 clusters Score -1326612 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1327129.000000 Penalty: 911.696716
	Iteration 2F: 3 clusters Score -1327129 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1327556.750000 Penalty: 911.696716
	Iteration 3Q: 3 clusters Score -1327557 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1327927.625000 Penalty: 911.696716
	Iteration 4Q: 3 clusters Score -1327928 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1328302.750000 Penalty: 911.696716
	Iteration 5Q: 3 clusters Score -1328303 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1328669.250000 Penalty: 911.696716
	Iteration 6Q: 3 clusters Score -1328669 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1329075.875000 Penalty: 911.696716
	Iteration 7Q: 3 clusters Score -1329076 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1329501.750000 Penalty: 911.696716
	Iteration 8Q: 3 clusters Score -1329502 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1329982.875000 Penalty: 911.696716
	Iteration 9Q: 3 clusters Score -1329983 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1330554.375000 Penalty: 911.696716
	Iteration 10Q: 3 clusters Score -1330554 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1331177.250000 Penalty: 911.696716
	Iteration 11Q: 3 clusters Score -1331177 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1331811.500000 Penalty: 911.696716
	Iteration 12Q: 3 clusters Score -1331812 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1332477.000000 Penalty: 911.696716
	Iteration 13Q: 3 clusters Score -1332477 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -1333082.250000 Penalty: 911.696716
	Iteration 14Q: 3 clusters Score -1333082 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -1333558.625000 Penalty: 911.696716
	Iteration 15Q: 3 clusters Score -1333559 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -1333903.000000 Penalty: 911.696716
	Iteration 16Q: 3 clusters Score -1333903 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -1334123.625000 Penalty: 911.696716
	Iteration 17Q: 3 clusters Score -1334124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -1334245.375000 Penalty: 911.696716
	Iteration 18Q: 3 clusters Score -1334245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -1334319.125000 Penalty: 911.696716
	Iteration 19Q: 3 clusters Score -1334319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -1334349.000000 Penalty: 911.696716
	Iteration 20F: 3 clusters Score -1334349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -1334366.000000 Penalty: 911.696716
	Iteration 21Q: 3 clusters Score -1334366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -1334382.750000 Penalty: 911.696716
	Iteration 22Q: 3 clusters Score -1334383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -1334395.875000 Penalty: 911.696716
	Iteration 23Q: 3 clusters Score -1334396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -1334406.625000 Penalty: 911.696716
	Iteration 24Q: 3 clusters Score -1334407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -1334415.875000 Penalty: 911.696716
	Iteration 25Q: 3 clusters Score -1334416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -1334418.500000 Penalty: 911.696716
	Iteration 26Q: 3 clusters Score -1334418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -1334418.500000 Penalty: 911.696716
	Iteration 27F: 3 clusters Score -1334418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -186346.281250 Penalty: 362.274048
	Iteration 0F: 2 clusters Score -186346.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -184384.796875 Penalty: 724.548096
	Iteration 0F: 3 clusters Score -184384.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -185046.640625 Penalty: 724.548096
	Iteration 1F: 3 clusters Score -185046.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -185148.140625 Penalty: 724.548096
	Iteration 2F: 3 clusters Score -185148.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -185268.484375 Penalty: 724.548096
	Iteration 3F: 3 clusters Score -185268.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -185419.812500 Penalty: 724.548096
	Iteration 4F: 3 clusters Score -185419.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -185537.015625 Penalty: 724.548096
	Iteration 5F: 3 clusters Score -185537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -185592.296875 Penalty: 724.548096
	Iteration 6Q: 3 clusters Score -185592.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -185640.828125 Penalty: 724.548096
	Iteration 7Q: 3 clusters Score -185640.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -185680.437500 Penalty: 724.548096
	Iteration 8Q: 3 clusters Score -185680.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -185720.875000 Penalty: 724.548096
	Iteration 9Q: 3 clusters Score -185720.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -185749.921875 Penalty: 724.548096
	Iteration 10Q: 3 clusters Score -185749.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -185781.890625 Penalty: 724.548096
	Iteration 11Q: 3 clusters Score -185781.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -185814.218750 Penalty: 724.548096
	Iteration 12Q: 3 clusters Score -185814.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -185836.234375 Penalty: 724.548096
	Iteration 13Q: 3 clusters Score -185836.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -185850.468750 Penalty: 724.548096
	Iteration 14Q: 3 clusters Score -185850.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -185870.921875 Penalty: 724.548096
	Iteration 15Q: 3 clusters Score -185870.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -185890.218750 Penalty: 724.548096
	Iteration 16Q: 3 clusters Score -185890.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -185910.234375 Penalty: 724.548096
	Iteration 17Q: 3 clusters Score -185910.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -185925.406250 Penalty: 724.548096
	Iteration 18Q: 3 clusters Score -185925.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -185936.390625 Penalty: 724.548096
	Iteration 19Q: 3 clusters Score -185936.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -185949.140625 Penalty: 724.548096
	Iteration 20F: 3 clusters Score -185949.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -185960.609375 Penalty: 724.548096
	Iteration 21Q: 3 clusters Score -185960.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -185972.156250 Penalty: 724.548096
	Iteration 22Q: 3 clusters Score -185972.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -185982.656250 Penalty: 724.548096
	Iteration 23Q: 3 clusters Score -185982.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -185991.015625 Penalty: 724.548096
	Iteration 24Q: 3 clusters Score -185991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -185996.015625 Penalty: 724.548096
	Iteration 25Q: 3 clusters Score -185996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -185998.343750 Penalty: 724.548096
	Iteration 26Q: 3 clusters Score -185998.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -186001.640625 Penalty: 724.548096
	Iteration 27Q: 3 clusters Score -186001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -186004.734375 Penalty: 724.548096
	Iteration 28Q: 3 clusters Score -186004.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -186007.359375 Penalty: 724.548096
	Iteration 29Q: 3 clusters Score -186007.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -186009.593750 Penalty: 724.548096
	Iteration 30Q: 3 clusters Score -186009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -186012.031250 Penalty: 724.548096
	Iteration 31Q: 3 clusters Score -186012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -186013.843750 Penalty: 724.548096
	Iteration 32Q: 3 clusters Score -186013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -186014.703125 Penalty: 724.548096
	Iteration 33Q: 3 clusters Score -186014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -186015.593750 Penalty: 724.548096
	Iteration 34Q: 3 clusters Score -186015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -186016.125000 Penalty: 724.548096
	Iteration 35Q: 3 clusters Score -186016.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -186016.843750 Penalty: 724.548096
	Iteration 36Q: 3 clusters Score -186016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -186016.843750 Penalty: 724.548096
	Iteration 37F: 3 clusters Score -186016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Entering Unmasked Estep 
Score: -147282.687500 Penalty: 355.167633
	Iteration 0F: 2 clusters Score -147282.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -145559.812500 Penalty: 710.335266
	Iteration 0F: 3 clusters Score -145559.8 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -146094.781250 Penalty: 710.335266
	Iteration 1F: 3 clusters Score -146094.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -146179.921875 Penalty: 710.335266
	Iteration 2F: 3 clusters Score -146179.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -146261.546875 Penalty: 710.335266
	Iteration 3F: 3 clusters Score -146261.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -146327.906250 Penalty: 710.335266
	Iteration 4Q: 3 clusters Score -146327.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -146397.140625 Penalty: 710.335266
	Iteration 5F: 3 clusters Score -146397.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -146469.640625 Penalty: 710.335266
	Iteration 6Q: 3 clusters Score -146469.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -146554.484375 Penalty: 710.335266
	Iteration 7F: 3 clusters Score -146554.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -146636.312500 Penalty: 710.335266
	Iteration 8Q: 3 clusters Score -146636.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -146711.953125 Penalty: 710.335266
	Iteration 9Q: 3 clusters Score -146712 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -146792.843750 Penalty: 710.335266
	Iteration 10Q: 3 clusters Score -146792.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -146876.468750 Penalty: 710.335266
	Iteration 11Q: 3 clusters Score -146876.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -146967.468750 Penalty: 710.335266
	Iteration 12Q: 3 clusters Score -146967.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -147031.218750 Penalty: 710.335266
	Iteration 13Q: 3 clusters Score -147031.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -147060.140625 Penalty: 710.335266
	Iteration 14Q: 3 clusters Score -147060.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -147089.500000 Penalty: 710.335266
	Iteration 15Q: 3 clusters Score -147089.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -147101.406250 Penalty: 710.335266
	Iteration 16Q: 3 clusters Score -147101.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -147108.796875 Penalty: 710.335266
	Iteration 17Q: 3 clusters Score -147108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -147112.031250 Penalty: 710.335266
	Iteration 18Q: 3 clusters Score -147112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -147117.765625 Penalty: 710.335266
	Iteration 19Q: 3 clusters Score -147117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -147122.156250 Penalty: 710.335266
	Iteration 20F: 3 clusters Score -147122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -147125.937500 Penalty: 710.335266
	Iteration 21Q: 3 clusters Score -147125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -147128.390625 Penalty: 710.335266
	Iteration 22Q: 3 clusters Score -147128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -147128.390625 Penalty: 710.335266
	Iteration 23F: 3 clusters Score -147128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Entering Unmasked Estep 
Score: -1402242.750000 Penalty: 442.040131
	Iteration 0F: 2 clusters Score -1402243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1393656.375000 Penalty: 884.080261
	Iteration 0F: 3 clusters Score -1393656 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1398543.750000 Penalty: 884.080261
	Iteration 1F: 3 clusters Score -1398544 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1399310.500000 Penalty: 884.080261
	Iteration 2F: 3 clusters Score -1399310 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1399989.500000 Penalty: 884.080261
	Iteration 3F: 3 clusters Score -1399990 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1400522.625000 Penalty: 884.080261
	Iteration 4F: 3 clusters Score -1400523 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1400981.250000 Penalty: 884.080261
	Iteration 5F: 3 clusters Score -1400981 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1401273.750000 Penalty: 884.080261
	Iteration 6Q: 3 clusters Score -1401274 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1401528.625000 Penalty: 884.080261
	Iteration 7Q: 3 clusters Score -1401529 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1401642.625000 Penalty: 884.080261
	Iteration 8Q: 3 clusters Score -1401643 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1401749.250000 Penalty: 884.080261
	Iteration 9Q: 3 clusters Score -1401749 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1401811.250000 Penalty: 884.080261
	Iteration 10Q: 3 clusters Score -1401811 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1401846.500000 Penalty: 884.080261
	Iteration 11Q: 3 clusters Score -1401846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1401879.375000 Penalty: 884.080261
	Iteration 12Q: 3 clusters Score -1401879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1401898.750000 Penalty: 884.080261
	Iteration 13Q: 3 clusters Score -1401899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1401895.625000 Penalty: 884.080261
	Iteration 14Q: 3 clusters Score -1401896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1401901.000000 Penalty: 884.080261
	Iteration 15Q: 3 clusters Score -1401901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1401904.500000 Penalty: 884.080261
	Iteration 16Q: 3 clusters Score -1401904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1401912.250000 Penalty: 884.080261
	Iteration 17Q: 3 clusters Score -1401912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1401913.375000 Penalty: 884.080261
	Iteration 18Q: 3 clusters Score -1401913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1401917.625000 Penalty: 884.080261
	Iteration 19Q: 3 clusters Score -1401918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1401918.000000 Penalty: 884.080261
	Iteration 20F: 3 clusters Score -1401918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1401915.375000 Penalty: 884.080261
	Iteration 21Q: 3 clusters Score -1401915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1401914.625000 Penalty: 884.080261
	Iteration 22Q: 3 clusters Score -1401915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1401914.625000 Penalty: 884.080261
	Iteration 23F: 3 clusters Score -1401915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -42442.878906 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -42442.88 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 339 members 
Entering Unmasked Estep 
Score: -41838.640625 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -41838.64 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42072.968750 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -42072.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42265.933594 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -42265.93 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42406.300781 Penalty: 599.341614
	Iteration 3F: 3 clusters Score -42406.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42469.164062 Penalty: 599.341614
	Iteration 4F: 3 clusters Score -42469.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42504.156250 Penalty: 599.341614
	Iteration 5Q: 3 clusters Score -42504.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42529.292969 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -42529.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42544.488281 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -42544.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -42550.207031 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -42550.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42554.156250 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -42554.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42555.304688 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -42555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42557.894531 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -42557.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42559.535156 Penalty: 599.341614
	Iteration 12Q: 3 clusters Score -42559.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42560.863281 Penalty: 599.341614
	Iteration 13Q: 3 clusters Score -42560.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42560.863281 Penalty: 599.341614
	Iteration 14F: 3 clusters Score -42560.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 590 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 135 members 
Entering Unmasked Estep 
Score: -14125337.000000 Penalty: 39360.296875
Splitting cluster 7 changes total score from -14125477.000000 to -14125337.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -19837.978516 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -19837.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19465.335938 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -19465.34 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19602.806641 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -19602.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19647.781250 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -19647.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19688.851562 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -19688.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19801.437500 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -19801.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19882.117188 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -19882.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19916.503906 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -19916.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19950.058594 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -19950.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19967.042969 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -19967.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19979.216797 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -19979.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19983.998047 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -19984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19986.517578 Penalty: 542.451477
	Iteration 11F: 3 clusters Score -19986.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19993.566406 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -19993.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20003.294922 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -20003.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20015.585938 Penalty: 542.451477
	Iteration 14Q: 3 clusters Score -20015.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20031.884766 Penalty: 542.451477
	Iteration 15Q: 3 clusters Score -20031.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20043.585938 Penalty: 542.451477
	Iteration 16Q: 3 clusters Score -20043.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20047.375000 Penalty: 542.451477
	Iteration 17Q: 3 clusters Score -20047.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20055.101562 Penalty: 542.451477
	Iteration 18Q: 3 clusters Score -20055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20055.101562 Penalty: 542.451477
	Iteration 19F: 3 clusters Score -20055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 285 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 103 members 
Entering Unmasked Estep 
Score: -14125423.000000 Penalty: 39360.296875
Splitting cluster 8 changes total score from -14125477.000000 to -14125423.000000
So it's not getting split.
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: -10637.436523 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10637.44 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: -10364.690430 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10364.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10454.942383 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10454.94 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: -10472.697266 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10501.223633 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10501.22 nChanged 9
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: -10522.823242 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10522.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10539.214844 Penalty: 476.030884
	Iteration 5F: 3 clusters Score -10539.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10554.092773 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10554.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10561.402344 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -10561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10566.935547 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -10566.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10570.188477 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -10570.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10575.171875 Penalty: 476.030884
	Iteration 10Q: 3 clusters Score -10575.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10578.215820 Penalty: 476.030884
	Iteration 11Q: 3 clusters Score -10578.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10579.943359 Penalty: 476.030884
	Iteration 12Q: 3 clusters Score -10579.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10579.943359 Penalty: 476.030884
	Iteration 13F: 3 clusters Score -10579.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -7465.593262 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -7465.593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7231.025879 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -7231.026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7319.369629 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -7319.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7365.835449 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -7365.835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7387.486816 Penalty: 463.531250
	Iteration 3F: 3 clusters Score -7387.487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7392.918457 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -7392.918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7395.718750 Penalty: 463.531250
	Iteration 5Q: 3 clusters Score -7395.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7396.343262 Penalty: 463.531250
	Iteration 6Q: 3 clusters Score -7396.343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7399.602539 Penalty: 463.531250
	Iteration 7Q: 3 clusters Score -7399.603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7400.773926 Penalty: 463.531250
	Iteration 8Q: 3 clusters Score -7400.774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7402.583984 Penalty: 463.531250
	Iteration 9Q: 3 clusters Score -7402.584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7408.372559 Penalty: 463.531250
	Iteration 10Q: 3 clusters Score -7408.373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7410.414062 Penalty: 463.531250
	Iteration 11Q: 3 clusters Score -7410.414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7410.414062 Penalty: 463.531250
	Iteration 12F: 3 clusters Score -7410.414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -18944.818359 Penalty: 260.274170
	Iteration 0F: 2 clusters Score -18944.82 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 154 members 
Entering Unmasked Estep 
Score: -18586.162109 Penalty: 520.548340
	Iteration 0F: 3 clusters Score -18586.16 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18664.333984 Penalty: 520.548340
	Iteration 1F: 3 clusters Score -18664.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18699.906250 Penalty: 520.548340
	Iteration 2F: 3 clusters Score -18699.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18719.535156 Penalty: 520.548340
	Iteration 3F: 3 clusters Score -18719.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18725.509766 Penalty: 520.548340
	Iteration 4Q: 3 clusters Score -18725.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18729.808594 Penalty: 520.548340
	Iteration 5Q: 3 clusters Score -18729.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18732.658203 Penalty: 520.548340
	Iteration 6Q: 3 clusters Score -18732.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18734.199219 Penalty: 520.548340
	Iteration 7Q: 3 clusters Score -18734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18734.734375 Penalty: 520.548340
	Iteration 8Q: 3 clusters Score -18734.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18737.685547 Penalty: 520.548340
	Iteration 9Q: 3 clusters Score -18737.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18738.945312 Penalty: 520.548340
	Iteration 10Q: 3 clusters Score -18738.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18739.892578 Penalty: 520.548340
	Iteration 11Q: 3 clusters Score -18739.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18739.892578 Penalty: 520.548340
	Iteration 12F: 3 clusters Score -18739.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -27571.992188 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -27571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27102.457031 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -27102.46 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27200.705078 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -27200.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27217.238281 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -27217.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27224.160156 Penalty: 556.345093
	Iteration 3Q: 3 clusters Score -27224.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27230.003906 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -27230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27234.660156 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -27234.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27237.595703 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -27237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27238.994141 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -27238.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27241.951172 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -27241.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27245.972656 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -27245.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27247.449219 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -27247.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27248.642578 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -27248.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27248.931641 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -27248.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27248.931641 Penalty: 556.345093
	Iteration 13F: 3 clusters Score -27248.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -32890.074219 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -32890.07 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 257 members 
Entering Unmasked Estep 
Score: -32379.142578 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -32379.14 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32510.384766 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -32510.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32558.195312 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -32558.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -32592.042969 Penalty: 571.003357
	Iteration 3F: 3 clusters Score -32592.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32618.275391 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -32618.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -32646.087891 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -32646.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32672.642578 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -32672.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -32688.320312 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -32688.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32695.621094 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -32695.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32701.759766 Penalty: 571.003357
	Iteration 9Q: 3 clusters Score -32701.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32704.814453 Penalty: 571.003357
	Iteration 10Q: 3 clusters Score -32704.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -32706.810547 Penalty: 571.003357
	Iteration 11Q: 3 clusters Score -32706.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32707.984375 Penalty: 571.003357
	Iteration 12Q: 3 clusters Score -32707.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -32708.150391 Penalty: 571.003357
	Iteration 13Q: 3 clusters Score -32708.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32709.109375 Penalty: 571.003357
	Iteration 14Q: 3 clusters Score -32709.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32709.650391 Penalty: 571.003357
	Iteration 15Q: 3 clusters Score -32709.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32710.175781 Penalty: 571.003357
	Iteration 16Q: 3 clusters Score -32710.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32710.646484 Penalty: 571.003357
	Iteration 17Q: 3 clusters Score -32710.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32710.646484 Penalty: 571.003357
	Iteration 18F: 3 clusters Score -32710.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -33440.121094 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -33440.12 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 270 members 
Entering Unmasked Estep 
Score: -32934.078125 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -32934.08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33117.476562 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -33117.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -33181.164062 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -33181.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -33276.144531 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -33276.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33344.750000 Penalty: 572.025818
	Iteration 4F: 3 clusters Score -33344.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -33404.015625 Penalty: 572.025818
	Iteration 5F: 3 clusters Score -33404.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -33431.957031 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -33431.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33441.722656 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -33441.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -33444.812500 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -33444.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33445.972656 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -33445.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33445.972656 Penalty: 572.025818
	Iteration 10F: 3 clusters Score -33445.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 109 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 428 members 
Entering Unmasked Estep 
Score: -14125222.000000 Penalty: 39360.296875
Splitting cluster 14 changes total score from -14125477.000000 to -14125222.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -87317.898438 Penalty: 326.205444
	Iteration 0F: 2 clusters Score -87317.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -86341.546875 Penalty: 652.410889
	Iteration 0F: 3 clusters Score -86341.55 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -86812.437500 Penalty: 652.410889
	Iteration 1F: 3 clusters Score -86812.44 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -87212.445312 Penalty: 652.410889
	Iteration 2F: 3 clusters Score -87212.45 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -87796.718750 Penalty: 652.410889
	Iteration 3F: 3 clusters Score -87796.72 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -88117.523438 Penalty: 652.410889
	Iteration 4F: 3 clusters Score -88117.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -88188.796875 Penalty: 652.410889
	Iteration 5Q: 3 clusters Score -88188.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88220.890625 Penalty: 652.410889
	Iteration 6Q: 3 clusters Score -88220.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -88245.148438 Penalty: 652.410889
	Iteration 7Q: 3 clusters Score -88245.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88250.468750 Penalty: 652.410889
	Iteration 8Q: 3 clusters Score -88250.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88253.867188 Penalty: 652.410889
	Iteration 9Q: 3 clusters Score -88253.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88257.804688 Penalty: 652.410889
	Iteration 10Q: 3 clusters Score -88257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88263.039062 Penalty: 652.410889
	Iteration 11Q: 3 clusters Score -88263.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88264.593750 Penalty: 652.410889
	Iteration 12Q: 3 clusters Score -88264.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88264.773438 Penalty: 652.410889
	Iteration 13Q: 3 clusters Score -88264.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88264.773438 Penalty: 652.410889
	Iteration 14F: 3 clusters Score -88264.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 294 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Entering Unmasked Estep 
Score: -14126204.000000 Penalty: 39360.296875
Splitting cluster 15 changes total score from -14125477.000000 to -14126204.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -94230.656250 Penalty: 337.253296
	Iteration 0F: 2 clusters Score -94230.66 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 760 members 
Entering Unmasked Estep 
Score: -93035.367188 Penalty: 674.506592
	Iteration 0F: 3 clusters Score -93035.37 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93498.312500 Penalty: 674.506592
	Iteration 1F: 3 clusters Score -93498.31 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93617.054688 Penalty: 674.506592
	Iteration 2F: 3 clusters Score -93617.05 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93711.203125 Penalty: 674.506592
	Iteration 3F: 3 clusters Score -93711.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93768.882812 Penalty: 674.506592
	Iteration 4Q: 3 clusters Score -93768.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93810.257812 Penalty: 674.506592
	Iteration 5Q: 3 clusters Score -93810.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -93851.000000 Penalty: 674.506592
	Iteration 6Q: 3 clusters Score -93851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93886.765625 Penalty: 674.506592
	Iteration 7Q: 3 clusters Score -93886.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -93931.835938 Penalty: 674.506592
	Iteration 8Q: 3 clusters Score -93931.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -93971.781250 Penalty: 674.506592
	Iteration 9Q: 3 clusters Score -93971.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -94010.609375 Penalty: 674.506592
	Iteration 10Q: 3 clusters Score -94010.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -94038.062500 Penalty: 674.506592
	Iteration 11Q: 3 clusters Score -94038.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -94046.453125 Penalty: 674.506592
	Iteration 12Q: 3 clusters Score -94046.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -94048.445312 Penalty: 674.506592
	Iteration 13Q: 3 clusters Score -94048.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -94048.640625 Penalty: 674.506592
	Iteration 14Q: 3 clusters Score -94048.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -94050.585938 Penalty: 674.506592
	Iteration 15Q: 3 clusters Score -94050.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -94050.648438 Penalty: 674.506592
	Iteration 16Q: 3 clusters Score -94050.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -94050.648438 Penalty: 674.506592
	Iteration 17F: 3 clusters Score -94050.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -14156.497070 Penalty: 258.602875
	Iteration 0F: 2 clusters Score -14156.5 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 142 members 
Entering Unmasked Estep 
Score: -13806.183594 Penalty: 517.205750
	Iteration 0F: 3 clusters Score -13806.18 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13947.249023 Penalty: 517.205750
	Iteration 1F: 3 clusters Score -13947.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14079.693359 Penalty: 517.205750
	Iteration 2F: 3 clusters Score -14079.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14230.581055 Penalty: 517.205750
	Iteration 3F: 3 clusters Score -14230.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14457.541992 Penalty: 517.205750
	Iteration 4F: 3 clusters Score -14457.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14724.305664 Penalty: 517.205750
	Iteration 5F: 3 clusters Score -14724.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14763.122070 Penalty: 517.205750
	Iteration 6Q: 3 clusters Score -14763.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14773.441406 Penalty: 517.205750
	Iteration 7Q: 3 clusters Score -14773.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14777.717773 Penalty: 517.205750
	Iteration 8Q: 3 clusters Score -14777.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14777.717773 Penalty: 517.205750
	Iteration 9F: 3 clusters Score -14777.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Entering Unmasked Estep 
Score: -14126505.000000 Penalty: 39922.585938
Splitting cluster 17 changes total score from -14125477.000000 to -14126505.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 18 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -41978.464844 Penalty: 301.273956
	Iteration 0F: 2 clusters Score -41978.46 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 385 members 
Entering Unmasked Estep 
Score: -41309.796875 Penalty: 602.547913
	Iteration 0F: 3 clusters Score -41309.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -41542.304688 Penalty: 602.547913
	Iteration 1F: 3 clusters Score -41542.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -41610.304688 Penalty: 602.547913
	Iteration 2F: 3 clusters Score -41610.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41643.050781 Penalty: 602.547913
	Iteration 3F: 3 clusters Score -41643.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -41662.363281 Penalty: 602.547913
	Iteration 4Q: 3 clusters Score -41662.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41676.320312 Penalty: 602.547913
	Iteration 5Q: 3 clusters Score -41676.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41687.234375 Penalty: 602.547913
	Iteration 6Q: 3 clusters Score -41687.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -41694.859375 Penalty: 602.547913
	Iteration 7Q: 3 clusters Score -41694.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -41701.949219 Penalty: 602.547913
	Iteration 8Q: 3 clusters Score -41701.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -41708.605469 Penalty: 602.547913
	Iteration 9Q: 3 clusters Score -41708.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -41714.257812 Penalty: 602.547913
	Iteration 10Q: 3 clusters Score -41714.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -41718.035156 Penalty: 602.547913
	Iteration 11Q: 3 clusters Score -41718.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -41723.652344 Penalty: 602.547913
	Iteration 12Q: 3 clusters Score -41723.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41729.300781 Penalty: 602.547913
	Iteration 13Q: 3 clusters Score -41729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -41737.406250 Penalty: 602.547913
	Iteration 14Q: 3 clusters Score -41737.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -41747.777344 Penalty: 602.547913
	Iteration 15Q: 3 clusters Score -41747.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -41756.820312 Penalty: 602.547913
	Iteration 16Q: 3 clusters Score -41756.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -41762.636719 Penalty: 602.547913
	Iteration 17Q: 3 clusters Score -41762.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -41767.093750 Penalty: 602.547913
	Iteration 18Q: 3 clusters Score -41767.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -41771.304688 Penalty: 602.547913
	Iteration 19Q: 3 clusters Score -41771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -41774.210938 Penalty: 602.547913
	Iteration 20F: 3 clusters Score -41774.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -41782.660156 Penalty: 602.547913
	Iteration 21Q: 3 clusters Score -41782.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -41791.000000 Penalty: 602.547913
	Iteration 22Q: 3 clusters Score -41791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -41801.078125 Penalty: 602.547913
	Iteration 23Q: 3 clusters Score -41801.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -41802.597656 Penalty: 602.547913
	Iteration 24Q: 3 clusters Score -41802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -41803.000000 Penalty: 602.547913
	Iteration 25Q: 3 clusters Score -41803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -41805.042969 Penalty: 602.547913
	Iteration 26Q: 3 clusters Score -41805.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -41806.457031 Penalty: 602.547913
	Iteration 27Q: 3 clusters Score -41806.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -41808.152344 Penalty: 602.547913
	Iteration 28Q: 3 clusters Score -41808.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -41808.656250 Penalty: 602.547913
	Iteration 29Q: 3 clusters Score -41808.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -41808.750000 Penalty: 602.547913
	Iteration 30Q: 3 clusters Score -41808.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -41808.750000 Penalty: 602.547913
	Iteration 31F: 3 clusters Score -41808.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -42772.042969 Penalty: 306.532013
	Iteration 0F: 2 clusters Score -42772.04 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 428 members 
Entering Unmasked Estep 
Score: -42120.738281 Penalty: 613.064026
	Iteration 0F: 3 clusters Score -42120.74 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -42609.281250 Penalty: 613.064026
	Iteration 1F: 3 clusters Score -42609.28 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42698.062500 Penalty: 613.064026
	Iteration 2F: 3 clusters Score -42698.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42740.164062 Penalty: 613.064026
	Iteration 3Q: 3 clusters Score -42740.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42767.121094 Penalty: 613.064026
	Iteration 4Q: 3 clusters Score -42767.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -42784.300781 Penalty: 613.064026
	Iteration 5Q: 3 clusters Score -42784.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -42794.816406 Penalty: 613.064026
	Iteration 6Q: 3 clusters Score -42794.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42803.195312 Penalty: 613.064026
	Iteration 7Q: 3 clusters Score -42803.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -42810.894531 Penalty: 613.064026
	Iteration 8Q: 3 clusters Score -42810.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -42814.640625 Penalty: 613.064026
	Iteration 9Q: 3 clusters Score -42814.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -42817.183594 Penalty: 613.064026
	Iteration 10Q: 3 clusters Score -42817.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42818.261719 Penalty: 613.064026
	Iteration 11Q: 3 clusters Score -42818.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42818.855469 Penalty: 613.064026
	Iteration 12Q: 3 clusters Score -42818.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42819.914062 Penalty: 613.064026
	Iteration 13Q: 3 clusters Score -42819.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42819.914062 Penalty: 613.064026
	Iteration 14F: 3 clusters Score -42819.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Entering Unmasked Estep 
Score: -14126297.000000 Penalty: 40484.875000
Splitting cluster 19 changes total score from -14125477.000000 to -14126297.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 20 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -72908.414062 Penalty: 323.832855
	Iteration 0F: 2 clusters Score -72908.41 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 622 members 
Entering Unmasked Estep 
Score: -71950.445312 Penalty: 647.665710
	Iteration 0F: 3 clusters Score -71950.45 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -72225.835938 Penalty: 647.665710
	Iteration 1F: 3 clusters Score -72225.84 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72322.695312 Penalty: 647.665710
	Iteration 2F: 3 clusters Score -72322.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -72411.007812 Penalty: 647.665710
	Iteration 3F: 3 clusters Score -72411.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -72479.117188 Penalty: 647.665710
	Iteration 4F: 3 clusters Score -72479.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -72515.085938 Penalty: 647.665710
	Iteration 5F: 3 clusters Score -72515.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -72531.414062 Penalty: 647.665710
	Iteration 6Q: 3 clusters Score -72531.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72543.085938 Penalty: 647.665710
	Iteration 7Q: 3 clusters Score -72543.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -72551.656250 Penalty: 647.665710
	Iteration 8Q: 3 clusters Score -72551.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72555.515625 Penalty: 647.665710
	Iteration 9Q: 3 clusters Score -72555.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72560.523438 Penalty: 647.665710
	Iteration 10Q: 3 clusters Score -72560.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72564.726562 Penalty: 647.665710
	Iteration 11Q: 3 clusters Score -72564.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72567.593750 Penalty: 647.665710
	Iteration 12Q: 3 clusters Score -72567.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -72570.914062 Penalty: 647.665710
	Iteration 13Q: 3 clusters Score -72570.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72573.609375 Penalty: 647.665710
	Iteration 14Q: 3 clusters Score -72573.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72576.632812 Penalty: 647.665710
	Iteration 15Q: 3 clusters Score -72576.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72580.593750 Penalty: 647.665710
	Iteration 16Q: 3 clusters Score -72580.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -72585.406250 Penalty: 647.665710
	Iteration 17Q: 3 clusters Score -72585.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72591.445312 Penalty: 647.665710
	Iteration 18Q: 3 clusters Score -72591.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72594.140625 Penalty: 647.665710
	Iteration 19Q: 3 clusters Score -72594.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -72597.507812 Penalty: 647.665710
	Iteration 20F: 3 clusters Score -72597.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -72600.437500 Penalty: 647.665710
	Iteration 21Q: 3 clusters Score -72600.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72603.718750 Penalty: 647.665710
	Iteration 22Q: 3 clusters Score -72603.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72605.609375 Penalty: 647.665710
	Iteration 23Q: 3 clusters Score -72605.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -72607.085938 Penalty: 647.665710
	Iteration 24Q: 3 clusters Score -72607.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -72608.632812 Penalty: 647.665710
	Iteration 25Q: 3 clusters Score -72608.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72610.304688 Penalty: 647.665710
	Iteration 26Q: 3 clusters Score -72610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72610.914062 Penalty: 647.665710
	Iteration 27Q: 3 clusters Score -72610.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72611.296875 Penalty: 647.665710
	Iteration 28Q: 3 clusters Score -72611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72611.929688 Penalty: 647.665710
	Iteration 29Q: 3 clusters Score -72611.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -72612.898438 Penalty: 647.665710
	Iteration 30Q: 3 clusters Score -72612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -72613.867188 Penalty: 647.665710
	Iteration 31Q: 3 clusters Score -72613.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -72614.250000 Penalty: 647.665710
	Iteration 32Q: 3 clusters Score -72614.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72614.468750 Penalty: 647.665710
	Iteration 33Q: 3 clusters Score -72614.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72614.468750 Penalty: 647.665710
	Iteration 34F: 3 clusters Score -72614.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -27647.392578 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -27647.39 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 319 members 
Entering Unmasked Estep 
Score: -27023.023438 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -27023.02 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27207.986328 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -27207.99 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27264.044922 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -27264.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27305.912109 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -27305.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27354.214844 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -27354.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27392.326172 Penalty: 594.044189
	Iteration 5F: 3 clusters Score -27392.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27421.425781 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -27421.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27440.089844 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -27440.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27452.398438 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -27452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27460.826172 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -27460.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27473.753906 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -27473.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27489.380859 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -27489.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27495.062500 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -27495.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27500.609375 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -27500.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27504.091797 Penalty: 594.044189
	Iteration 14Q: 3 clusters Score -27504.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27505.996094 Penalty: 594.044189
	Iteration 15Q: 3 clusters Score -27506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27507.810547 Penalty: 594.044189
	Iteration 16Q: 3 clusters Score -27507.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27509.216797 Penalty: 594.044189
	Iteration 17Q: 3 clusters Score -27509.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27509.386719 Penalty: 594.044189
	Iteration 18Q: 3 clusters Score -27509.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27511.583984 Penalty: 594.044189
	Iteration 19F: 3 clusters Score -27511.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27522.421875 Penalty: 594.044189
	Iteration 20F: 3 clusters Score -27522.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27541.447266 Penalty: 594.044189
	Iteration 21Q: 3 clusters Score -27541.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27558.246094 Penalty: 594.044189
	Iteration 22Q: 3 clusters Score -27558.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27571.548828 Penalty: 594.044189
	Iteration 23Q: 3 clusters Score -27571.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27581.744141 Penalty: 594.044189
	Iteration 24Q: 3 clusters Score -27581.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27587.558594 Penalty: 594.044189
	Iteration 25Q: 3 clusters Score -27587.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27591.228516 Penalty: 594.044189
	Iteration 26Q: 3 clusters Score -27591.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27592.925781 Penalty: 594.044189
	Iteration 27Q: 3 clusters Score -27592.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27598.410156 Penalty: 594.044189
	Iteration 28Q: 3 clusters Score -27598.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27604.218750 Penalty: 594.044189
	Iteration 29Q: 3 clusters Score -27604.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27607.626953 Penalty: 594.044189
	Iteration 30Q: 3 clusters Score -27607.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27610.574219 Penalty: 594.044189
	Iteration 31Q: 3 clusters Score -27610.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27615.101562 Penalty: 594.044189
	Iteration 32Q: 3 clusters Score -27615.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27620.794922 Penalty: 594.044189
	Iteration 33Q: 3 clusters Score -27620.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27624.353516 Penalty: 594.044189
	Iteration 34Q: 3 clusters Score -27624.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27625.693359 Penalty: 594.044189
	Iteration 35Q: 3 clusters Score -27625.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27629.218750 Penalty: 594.044189
	Iteration 36Q: 3 clusters Score -27629.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27631.121094 Penalty: 594.044189
	Iteration 37Q: 3 clusters Score -27631.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27634.777344 Penalty: 594.044189
	Iteration 38Q: 3 clusters Score -27634.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27638.519531 Penalty: 594.044189
	Iteration 39Q: 3 clusters Score -27638.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27639.226562 Penalty: 594.044189
	Iteration 40F: 3 clusters Score -27639.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -49393.621094 Penalty: 312.540161
	Iteration 0F: 2 clusters Score -49393.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48646.847656 Penalty: 625.080322
	Iteration 0F: 3 clusters Score -48646.85 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -48948.238281 Penalty: 625.080322
	Iteration 1F: 3 clusters Score -48948.24 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49028.375000 Penalty: 625.080322
	Iteration 2F: 3 clusters Score -49028.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49092.167969 Penalty: 625.080322
	Iteration 3F: 3 clusters Score -49092.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49169.851562 Penalty: 625.080322
	Iteration 4F: 3 clusters Score -49169.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49238.843750 Penalty: 625.080322
	Iteration 5F: 3 clusters Score -49238.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49281.929688 Penalty: 625.080322
	Iteration 6Q: 3 clusters Score -49281.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49325.871094 Penalty: 625.080322
	Iteration 7Q: 3 clusters Score -49325.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49353.320312 Penalty: 625.080322
	Iteration 8Q: 3 clusters Score -49353.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49362.769531 Penalty: 625.080322
	Iteration 9Q: 3 clusters Score -49362.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49365.164062 Penalty: 625.080322
	Iteration 10Q: 3 clusters Score -49365.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49368.742188 Penalty: 625.080322
	Iteration 11Q: 3 clusters Score -49368.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49369.585938 Penalty: 625.080322
	Iteration 12Q: 3 clusters Score -49369.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49369.585938 Penalty: 625.080322
	Iteration 13F: 3 clusters Score -49369.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Entering Unmasked Estep 
Score: -461659.593750 Penalty: 410.723877
	Iteration 0F: 2 clusters Score -461659.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -456115.062500 Penalty: 821.447754
	Iteration 0F: 3 clusters Score -456115.1 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -458238.875000 Penalty: 821.447754
	Iteration 1F: 3 clusters Score -458238.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -458512.375000 Penalty: 821.447754
	Iteration 2F: 3 clusters Score -458512.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -458869.687500 Penalty: 821.447754
	Iteration 3F: 3 clusters Score -458869.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -459322.093750 Penalty: 821.447754
	Iteration 4F: 3 clusters Score -459322.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -459767.375000 Penalty: 821.447754
	Iteration 5F: 3 clusters Score -459767.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -460194.625000 Penalty: 821.447754
	Iteration 6F: 3 clusters Score -460194.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -460574.218750 Penalty: 821.447754
	Iteration 7F: 3 clusters Score -460574.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -460903.062500 Penalty: 821.447754
	Iteration 8Q: 3 clusters Score -460903.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -461116.875000 Penalty: 821.447754
	Iteration 9Q: 3 clusters Score -461116.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -461240.937500 Penalty: 821.447754
	Iteration 10Q: 3 clusters Score -461240.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -461301.125000 Penalty: 821.447754
	Iteration 11Q: 3 clusters Score -461301.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -461342.562500 Penalty: 821.447754
	Iteration 12Q: 3 clusters Score -461342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -461366.468750 Penalty: 821.447754
	Iteration 13Q: 3 clusters Score -461366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -461372.218750 Penalty: 821.447754
	Iteration 14Q: 3 clusters Score -461372.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -461375.093750 Penalty: 821.447754
	Iteration 15Q: 3 clusters Score -461375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -461383.468750 Penalty: 821.447754
	Iteration 16Q: 3 clusters Score -461383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -461389.375000 Penalty: 821.447754
	Iteration 17Q: 3 clusters Score -461389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -461390.906250 Penalty: 821.447754
	Iteration 18Q: 3 clusters Score -461390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -461392.000000 Penalty: 821.447754
	Iteration 19Q: 3 clusters Score -461392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -461394.000000 Penalty: 821.447754
	Iteration 20F: 3 clusters Score -461394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -461395.625000 Penalty: 821.447754
	Iteration 21Q: 3 clusters Score -461395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -461400.062500 Penalty: 821.447754
	Iteration 22Q: 3 clusters Score -461400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -461402.812500 Penalty: 821.447754
	Iteration 23Q: 3 clusters Score -461402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -461404.593750 Penalty: 821.447754
	Iteration 24Q: 3 clusters Score -461404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -461406.625000 Penalty: 821.447754
	Iteration 25Q: 3 clusters Score -461406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -461408.218750 Penalty: 821.447754
	Iteration 26Q: 3 clusters Score -461408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -461410.093750 Penalty: 821.447754
	Iteration 27Q: 3 clusters Score -461410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -461410.781250 Penalty: 821.447754
	Iteration 28Q: 3 clusters Score -461410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -461411.781250 Penalty: 821.447754
	Iteration 29Q: 3 clusters Score -461411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -461411.875000 Penalty: 821.447754
	Iteration 30Q: 3 clusters Score -461411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -461411.875000 Penalty: 821.447754
	Iteration 31F: 3 clusters Score -461411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -107014.531250 Penalty: 339.817352
	Iteration 0F: 2 clusters Score -107014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -105729.539062 Penalty: 679.634705
	Iteration 0F: 3 clusters Score -105729.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -106124.710938 Penalty: 679.634705
	Iteration 1F: 3 clusters Score -106124.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -106171.882812 Penalty: 679.634705
	Iteration 2F: 3 clusters Score -106171.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -106209.687500 Penalty: 679.634705
	Iteration 3Q: 3 clusters Score -106209.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -106240.601562 Penalty: 679.634705
	Iteration 4Q: 3 clusters Score -106240.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -106263.468750 Penalty: 679.634705
	Iteration 5Q: 3 clusters Score -106263.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -106282.421875 Penalty: 679.634705
	Iteration 6Q: 3 clusters Score -106282.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -106300.664062 Penalty: 679.634705
	Iteration 7Q: 3 clusters Score -106300.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -106316.000000 Penalty: 679.634705
	Iteration 8Q: 3 clusters Score -106316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -106333.000000 Penalty: 679.634705
	Iteration 9Q: 3 clusters Score -106333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -106350.468750 Penalty: 679.634705
	Iteration 10Q: 3 clusters Score -106350.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -106364.148438 Penalty: 679.634705
	Iteration 11Q: 3 clusters Score -106364.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -106378.203125 Penalty: 679.634705
	Iteration 12Q: 3 clusters Score -106378.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -106392.890625 Penalty: 679.634705
	Iteration 13Q: 3 clusters Score -106392.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -106403.625000 Penalty: 679.634705
	Iteration 14Q: 3 clusters Score -106403.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -106415.601562 Penalty: 679.634705
	Iteration 15Q: 3 clusters Score -106415.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -106429.078125 Penalty: 679.634705
	Iteration 16Q: 3 clusters Score -106429.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -106447.835938 Penalty: 679.634705
	Iteration 17Q: 3 clusters Score -106447.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -106473.046875 Penalty: 679.634705
	Iteration 18Q: 3 clusters Score -106473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -106494.617188 Penalty: 679.634705
	Iteration 19Q: 3 clusters Score -106494.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -106518.414062 Penalty: 679.634705
	Iteration 20F: 3 clusters Score -106518.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -106539.890625 Penalty: 679.634705
	Iteration 21Q: 3 clusters Score -106539.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -106559.101562 Penalty: 679.634705
	Iteration 22Q: 3 clusters Score -106559.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -106570.609375 Penalty: 679.634705
	Iteration 23Q: 3 clusters Score -106570.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -106581.757812 Penalty: 679.634705
	Iteration 24Q: 3 clusters Score -106581.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -106589.242188 Penalty: 679.634705
	Iteration 25Q: 3 clusters Score -106589.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -106595.960938 Penalty: 679.634705
	Iteration 26Q: 3 clusters Score -106596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -106598.812500 Penalty: 679.634705
	Iteration 27Q: 3 clusters Score -106598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -106601.976562 Penalty: 679.634705
	Iteration 28Q: 3 clusters Score -106602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -106605.257812 Penalty: 679.634705
	Iteration 29Q: 3 clusters Score -106605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -106606.984375 Penalty: 679.634705
	Iteration 30Q: 3 clusters Score -106607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -106607.476562 Penalty: 679.634705
	Iteration 31Q: 3 clusters Score -106607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -106609.492188 Penalty: 679.634705
	Iteration 32Q: 3 clusters Score -106609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -106610.640625 Penalty: 679.634705
	Iteration 33Q: 3 clusters Score -106610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -106612.585938 Penalty: 679.634705
	Iteration 34Q: 3 clusters Score -106612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -106616.156250 Penalty: 679.634705
	Iteration 35Q: 3 clusters Score -106616.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -106621.445312 Penalty: 679.634705
	Iteration 36Q: 3 clusters Score -106621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -106624.164062 Penalty: 679.634705
	Iteration 37Q: 3 clusters Score -106624.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -106627.664062 Penalty: 679.634705
	Iteration 38Q: 3 clusters Score -106627.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -106632.375000 Penalty: 679.634705
	Iteration 39Q: 3 clusters Score -106632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -106634.210938 Penalty: 679.634705
	Iteration 40F: 3 clusters Score -106634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -106635.882812 Penalty: 679.634705
	Iteration 41Q: 3 clusters Score -106635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -106636.523438 Penalty: 679.634705
	Iteration 42Q: 3 clusters Score -106636.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -106636.843750 Penalty: 679.634705
	Iteration 43Q: 3 clusters Score -106636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -106637.484375 Penalty: 679.634705
	Iteration 44Q: 3 clusters Score -106637.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -106638.179688 Penalty: 679.634705
	Iteration 45Q: 3 clusters Score -106638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -106638.765625 Penalty: 679.634705
	Iteration 46Q: 3 clusters Score -106638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -106641.007812 Penalty: 679.634705
	Iteration 47Q: 3 clusters Score -106641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -106641.007812 Penalty: 679.634705
	Iteration 48F: 3 clusters Score -106641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Entering Unmasked Estep 
Score: -1355568.500000 Penalty: 452.975708
	Iteration 0F: 2 clusters Score -1355568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1341396.375000 Penalty: 905.951416
	Iteration 0F: 3 clusters Score -1341396 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1347333.125000 Penalty: 905.951416
	Iteration 1F: 3 clusters Score -1347333 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1347679.750000 Penalty: 905.951416
	Iteration 2Q: 3 clusters Score -1347680 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1348248.875000 Penalty: 905.951416
	Iteration 3Q: 3 clusters Score -1348249 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1349083.875000 Penalty: 905.951416
	Iteration 4F: 3 clusters Score -1349084 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1350049.625000 Penalty: 905.951416
	Iteration 5F: 3 clusters Score -1350050 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1351088.250000 Penalty: 905.951416
	Iteration 6F: 3 clusters Score -1351088 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1351862.750000 Penalty: 905.951416
	Iteration 7F: 3 clusters Score -1351863 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1352342.500000 Penalty: 905.951416
	Iteration 8Q: 3 clusters Score -1352342 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1352596.375000 Penalty: 905.951416
	Iteration 9Q: 3 clusters Score -1352596 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1352753.750000 Penalty: 905.951416
	Iteration 10Q: 3 clusters Score -1352754 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1352872.500000 Penalty: 905.951416
	Iteration 11Q: 3 clusters Score -1352872 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1352960.250000 Penalty: 905.951416
	Iteration 12Q: 3 clusters Score -1352960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1353055.125000 Penalty: 905.951416
	Iteration 13Q: 3 clusters Score -1353055 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1353148.375000 Penalty: 905.951416
	Iteration 14Q: 3 clusters Score -1353148 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1353235.375000 Penalty: 905.951416
	Iteration 15Q: 3 clusters Score -1353235 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1353333.500000 Penalty: 905.951416
	Iteration 16Q: 3 clusters Score -1353334 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1353416.375000 Penalty: 905.951416
	Iteration 17Q: 3 clusters Score -1353416 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1353507.875000 Penalty: 905.951416
	Iteration 18Q: 3 clusters Score -1353508 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1353597.750000 Penalty: 905.951416
	Iteration 19Q: 3 clusters Score -1353598 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1353691.250000 Penalty: 905.951416
	Iteration 20F: 3 clusters Score -1353691 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1353774.750000 Penalty: 905.951416
	Iteration 21Q: 3 clusters Score -1353775 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1353875.250000 Penalty: 905.951416
	Iteration 22Q: 3 clusters Score -1353875 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1353967.125000 Penalty: 905.951416
	Iteration 23Q: 3 clusters Score -1353967 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1354060.625000 Penalty: 905.951416
	Iteration 24Q: 3 clusters Score -1354061 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1354151.250000 Penalty: 905.951416
	Iteration 25Q: 3 clusters Score -1354151 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1354243.000000 Penalty: 905.951416
	Iteration 26Q: 3 clusters Score -1354243 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1354339.625000 Penalty: 905.951416
	Iteration 27Q: 3 clusters Score -1354340 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1354434.500000 Penalty: 905.951416
	Iteration 28Q: 3 clusters Score -1354434 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1354536.750000 Penalty: 905.951416
	Iteration 29Q: 3 clusters Score -1354537 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1354636.250000 Penalty: 905.951416
	Iteration 30Q: 3 clusters Score -1354636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1354715.000000 Penalty: 905.951416
	Iteration 31Q: 3 clusters Score -1354715 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1354799.500000 Penalty: 905.951416
	Iteration 32Q: 3 clusters Score -1354800 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1354880.750000 Penalty: 905.951416
	Iteration 33Q: 3 clusters Score -1354881 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1354943.250000 Penalty: 905.951416
	Iteration 34Q: 3 clusters Score -1354943 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1354988.125000 Penalty: 905.951416
	Iteration 35Q: 3 clusters Score -1354988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1355036.750000 Penalty: 905.951416
	Iteration 36Q: 3 clusters Score -1355037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1355074.875000 Penalty: 905.951416
	Iteration 37Q: 3 clusters Score -1355075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1355099.750000 Penalty: 905.951416
	Iteration 38Q: 3 clusters Score -1355100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1355115.750000 Penalty: 905.951416
	Iteration 39Q: 3 clusters Score -1355116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1355124.750000 Penalty: 905.951416
	Iteration 40F: 3 clusters Score -1355125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1355131.875000 Penalty: 905.951416
	Iteration 41Q: 3 clusters Score -1355132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1355140.250000 Penalty: 905.951416
	Iteration 42Q: 3 clusters Score -1355140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1355147.375000 Penalty: 905.951416
	Iteration 43Q: 3 clusters Score -1355147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1355151.125000 Penalty: 905.951416
	Iteration 44Q: 3 clusters Score -1355151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1355152.000000 Penalty: 905.951416
	Iteration 45Q: 3 clusters Score -1355152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1355154.750000 Penalty: 905.951416
	Iteration 46Q: 3 clusters Score -1355155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1355154.875000 Penalty: 905.951416
	Iteration 47Q: 3 clusters Score -1355155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1355156.875000 Penalty: 905.951416
	Iteration 48Q: 3 clusters Score -1355157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1355155.750000 Penalty: 905.951416
	Iteration 49Q: 3 clusters Score -1355156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1355157.125000 Penalty: 905.951416
	Iteration 50Q: 3 clusters Score -1355157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1355157.125000 Penalty: 905.951416
	Iteration 51F: 3 clusters Score -1355157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -36814.371094 Penalty: 295.189636
	Iteration 0F: 2 clusters Score -36814.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36212.800781 Penalty: 590.379272
	Iteration 0F: 3 clusters Score -36212.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36371.500000 Penalty: 590.379272
	Iteration 1F: 3 clusters Score -36371.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36403.097656 Penalty: 590.379272
	Iteration 2F: 3 clusters Score -36403.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36433.476562 Penalty: 590.379272
	Iteration 3F: 3 clusters Score -36433.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36454.523438 Penalty: 590.379272
	Iteration 4Q: 3 clusters Score -36454.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36471.160156 Penalty: 590.379272
	Iteration 5Q: 3 clusters Score -36471.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36486.546875 Penalty: 590.379272
	Iteration 6Q: 3 clusters Score -36486.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36509.593750 Penalty: 590.379272
	Iteration 7Q: 3 clusters Score -36509.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36527.175781 Penalty: 590.379272
	Iteration 8Q: 3 clusters Score -36527.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36542.250000 Penalty: 590.379272
	Iteration 9Q: 3 clusters Score -36542.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36550.656250 Penalty: 590.379272
	Iteration 10Q: 3 clusters Score -36550.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36564.339844 Penalty: 590.379272
	Iteration 11Q: 3 clusters Score -36564.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36581.199219 Penalty: 590.379272
	Iteration 12Q: 3 clusters Score -36581.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -36597.914062 Penalty: 590.379272
	Iteration 13Q: 3 clusters Score -36597.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36629.535156 Penalty: 590.379272
	Iteration 14Q: 3 clusters Score -36629.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36648.285156 Penalty: 590.379272
	Iteration 15Q: 3 clusters Score -36648.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36659.316406 Penalty: 590.379272
	Iteration 16Q: 3 clusters Score -36659.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36665.339844 Penalty: 590.379272
	Iteration 17Q: 3 clusters Score -36665.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36667.570312 Penalty: 590.379272
	Iteration 18Q: 3 clusters Score -36667.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36668.785156 Penalty: 590.379272
	Iteration 19Q: 3 clusters Score -36668.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36669.738281 Penalty: 590.379272
	Iteration 20F: 3 clusters Score -36669.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36670.128906 Penalty: 590.379272
	Iteration 21Q: 3 clusters Score -36670.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36671.125000 Penalty: 590.379272
	Iteration 22Q: 3 clusters Score -36671.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36671.125000 Penalty: 590.379272
	Iteration 23F: 3 clusters Score -36671.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -23438.808594 Penalty: 270.037689
	Iteration 0F: 2 clusters Score -23438.81 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 190 members 
Entering Unmasked Estep 
Score: -23063.759766 Penalty: 540.075378
	Iteration 0F: 3 clusters Score -23063.76 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -23243.656250 Penalty: 540.075378
	Iteration 1F: 3 clusters Score -23243.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23431.378906 Penalty: 540.075378
	Iteration 2F: 3 clusters Score -23431.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -23648.246094 Penalty: 540.075378
	Iteration 3F: 3 clusters Score -23648.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -23729.037109 Penalty: 540.075378
	Iteration 4Q: 3 clusters Score -23729.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23749.630859 Penalty: 540.075378
	Iteration 5Q: 3 clusters Score -23749.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23752.181641 Penalty: 540.075378
	Iteration 6Q: 3 clusters Score -23752.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23754.384766 Penalty: 540.075378
	Iteration 7Q: 3 clusters Score -23754.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23754.384766 Penalty: 540.075378
	Iteration 8F: 3 clusters Score -23754.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Entering Unmasked Estep 
Score: -14126313.000000 Penalty: 41047.167969
Splitting cluster 27 changes total score from -14125477.000000 to -14126313.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -14369.873047 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -14369.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14031.595703 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -14031.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14571.730469 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -14571.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14807.248047 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -14807.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14931.963867 Penalty: 551.167358
	Iteration 3F: 3 clusters Score -14931.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14965.585938 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -14965.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14973.400391 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -14973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14983.240234 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -14983.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14997.808594 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -14997.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15000.736328 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -15000.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15001.695312 Penalty: 551.167358
	Iteration 9F: 3 clusters Score -15001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15002.234375 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -15002.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15002.234375 Penalty: 551.167358
	Iteration 11F: 3 clusters Score -15002.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 902 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Entering Unmasked Estep 
Score: -14126652.000000 Penalty: 41609.457031
Splitting cluster 28 changes total score from -14125477.000000 to -14126652.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 29 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -27829.119141 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -27829.12 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 241 members 
Entering Unmasked Estep 
Score: -27329.105469 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -27329.11 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27454.082031 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -27454.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27491.509766 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -27491.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27511.091797 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -27511.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27523.218750 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -27523.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27528.613281 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -27528.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27531.757812 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -27531.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27536.744141 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -27536.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27543.806641 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -27543.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27553.216797 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -27553.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27565.869141 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -27565.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27574.281250 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -27574.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27578.105469 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -27578.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27580.675781 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -27580.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27581.802734 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -27581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27582.751953 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -27582.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -27585.619141 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -27585.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27586.996094 Penalty: 567.509644
	Iteration 17Q: 3 clusters Score -27587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27588.521484 Penalty: 567.509644
	Iteration 18Q: 3 clusters Score -27588.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27588.880859 Penalty: 567.509644
	Iteration 19Q: 3 clusters Score -27588.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27588.880859 Penalty: 567.509644
	Iteration 20F: 3 clusters Score -27588.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -6718.800293 Penalty: 219.688278
	Iteration 0F: 2 clusters Score -6718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6519.763672 Penalty: 439.376556
	Iteration 0F: 3 clusters Score -6519.764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6589.468750 Penalty: 439.376556
	Iteration 1F: 3 clusters Score -6589.469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6621.257812 Penalty: 439.376556
	Iteration 2F: 3 clusters Score -6621.258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6638.075195 Penalty: 439.376556
	Iteration 3Q: 3 clusters Score -6638.075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6669.920410 Penalty: 439.376556
	Iteration 4F: 3 clusters Score -6669.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6701.150879 Penalty: 439.376556
	Iteration 5Q: 3 clusters Score -6701.151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6703.884766 Penalty: 439.376556
	Iteration 6Q: 3 clusters Score -6703.885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6703.884766 Penalty: 439.376556
	Iteration 7F: 3 clusters Score -6703.885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -20600.394531 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -20600.39 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 208 members 
Entering Unmasked Estep 
Score: -20197.445312 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -20197.45 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20314.441406 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -20314.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20363.511719 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -20363.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20390.029297 Penalty: 543.616699
	Iteration 3F: 3 clusters Score -20390.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20398.734375 Penalty: 543.616699
	Iteration 4Q: 3 clusters Score -20398.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20418.126953 Penalty: 543.616699
	Iteration 5Q: 3 clusters Score -20418.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20438.392578 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -20438.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20460.207031 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -20460.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20477.095703 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -20477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20491.707031 Penalty: 543.616699
	Iteration 9Q: 3 clusters Score -20491.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20501.582031 Penalty: 543.616699
	Iteration 10Q: 3 clusters Score -20501.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20512.902344 Penalty: 543.616699
	Iteration 11Q: 3 clusters Score -20512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20514.697266 Penalty: 543.616699
	Iteration 12Q: 3 clusters Score -20514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20515.939453 Penalty: 543.616699
	Iteration 13Q: 3 clusters Score -20515.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20517.054688 Penalty: 543.616699
	Iteration 14Q: 3 clusters Score -20517.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20517.054688 Penalty: 543.616699
	Iteration 15F: 3 clusters Score -20517.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -52817.777344 Penalty: 309.609955
	Iteration 0F: 2 clusters Score -52817.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -52117.957031 Penalty: 619.219910
	Iteration 0F: 3 clusters Score -52117.96 nChanged 377
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: -52497.312500 Penalty: 619.219910
	Iteration 1F: 3 clusters Score -52497.31 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -52601.183594 Penalty: 619.219910
	Iteration 2F: 3 clusters Score -52601.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -52671.843750 Penalty: 619.219910
	Iteration 3F: 3 clusters Score -52671.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -52719.121094 Penalty: 619.219910
	Iteration 4F: 3 clusters Score -52719.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -52763.371094 Penalty: 619.219910
	Iteration 5Q: 3 clusters Score -52763.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -52792.722656 Penalty: 619.219910
	Iteration 6Q: 3 clusters Score -52792.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -52813.871094 Penalty: 619.219910
	Iteration 7Q: 3 clusters Score -52813.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -52824.328125 Penalty: 619.219910
	Iteration 8Q: 3 clusters Score -52824.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -52839.316406 Penalty: 619.219910
	Iteration 9Q: 3 clusters Score -52839.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -52847.113281 Penalty: 619.219910
	Iteration 10Q: 3 clusters Score -52847.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -52848.507812 Penalty: 619.219910
	Iteration 11Q: 3 clusters Score -52848.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -52848.664062 Penalty: 619.219910
	Iteration 12Q: 3 clusters Score -52848.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -52848.664062 Penalty: 619.219910
	Iteration 13F: 3 clusters Score -52848.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 1132 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Entering Unmasked Estep 
Score: -14126440.000000 Penalty: 42171.746094
Splitting cluster 32 changes total score from -14125477.000000 to -14126440.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 33 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -82084.250000 Penalty: 319.944214
	Iteration 0F: 2 clusters Score -82084.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81176.148438 Penalty: 639.888428
	Iteration 0F: 3 clusters Score -81176.15 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -81581.859375 Penalty: 639.888428
	Iteration 1F: 3 clusters Score -81581.86 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -81714.546875 Penalty: 639.888428
	Iteration 2F: 3 clusters Score -81714.55 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -81870.085938 Penalty: 639.888428
	Iteration 3F: 3 clusters Score -81870.09 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -82041.023438 Penalty: 639.888428
	Iteration 4F: 3 clusters Score -82041.02 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -82206.242188 Penalty: 639.888428
	Iteration 5F: 3 clusters Score -82206.24 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -82500.507812 Penalty: 639.888428
	Iteration 6F: 3 clusters Score -82500.51 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -82737.195312 Penalty: 639.888428
	Iteration 7F: 3 clusters Score -82737.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -82900.289062 Penalty: 639.888428
	Iteration 8Q: 3 clusters Score -82900.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -82970.257812 Penalty: 639.888428
	Iteration 9Q: 3 clusters Score -82970.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -82973.070312 Penalty: 639.888428
	Iteration 10Q: 3 clusters Score -82973.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -82973.070312 Penalty: 639.888428
	Iteration 11F: 3 clusters Score -82973.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 174 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Entering Unmasked Estep 
Score: -14127105.000000 Penalty: 42734.035156
Splitting cluster 33 changes total score from -14125477.000000 to -14127105.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 34 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -5883.395996 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -5883.396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5694.829590 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -5694.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5737.818848 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -5737.819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5742.385254 Penalty: 432.576691
	Iteration 2Q: 3 clusters Score -5742.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5742.385254 Penalty: 432.576691
	Iteration 3F: 3 clusters Score -5742.385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -6300.981934 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -6300.982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6122.078125 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -6122.078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6167.213867 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -6167.214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6190.996582 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -6190.997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6195.601074 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -6195.601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6195.601074 Penalty: 446.380005
	Iteration 4F: 3 clusters Score -6195.601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Entering Unmasked Estep 
Score: -8311.757812 Penalty: 234.737015
	Iteration 0F: 2 clusters Score -8311.758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8079.338867 Penalty: 469.474030
	Iteration 0F: 3 clusters Score -8079.339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8211.458984 Penalty: 469.474030
	Iteration 1F: 3 clusters Score -8211.459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8275.458984 Penalty: 469.474030
	Iteration 2F: 3 clusters Score -8275.459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8313.495117 Penalty: 469.474030
	Iteration 3F: 3 clusters Score -8313.495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8375.968750 Penalty: 469.474030
	Iteration 4F: 3 clusters Score -8375.969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8528.675781 Penalty: 469.474030
	Iteration 5F: 3 clusters Score -8528.676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8627.993164 Penalty: 469.474030
	Iteration 6Q: 3 clusters Score -8627.993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8711.377930 Penalty: 469.474030
	Iteration 7Q: 3 clusters Score -8711.378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8752.502930 Penalty: 469.474030
	Iteration 8Q: 3 clusters Score -8752.503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8814.154297 Penalty: 469.474030
	Iteration 9Q: 3 clusters Score -8814.154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8891.392578 Penalty: 469.474030
	Iteration 10Q: 3 clusters Score -8891.393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8891.392578 Penalty: 469.474030
	Iteration 11F: 3 clusters Score -8891.393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 341 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Entering Unmasked Estep 
Score: -14127357.000000 Penalty: 43296.324219
Splitting cluster 36 changes total score from -14125477.000000 to -14127357.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 37 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -186844.312500 Penalty: 366.277954
	Iteration 0F: 2 clusters Score -186844.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -184670.125000 Penalty: 732.555908
	Iteration 0F: 3 clusters Score -184670.1 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -185548.812500 Penalty: 732.555908
	Iteration 1F: 3 clusters Score -185548.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -185683.968750 Penalty: 732.555908
	Iteration 2F: 3 clusters Score -185684 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -185795.421875 Penalty: 732.555908
	Iteration 3F: 3 clusters Score -185795.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -185913.968750 Penalty: 732.555908
	Iteration 4F: 3 clusters Score -185914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -186019.484375 Penalty: 732.555908
	Iteration 5F: 3 clusters Score -186019.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -186122.890625 Penalty: 732.555908
	Iteration 6Q: 3 clusters Score -186122.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -186191.968750 Penalty: 732.555908
	Iteration 7Q: 3 clusters Score -186192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -186232.203125 Penalty: 732.555908
	Iteration 8Q: 3 clusters Score -186232.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -186261.109375 Penalty: 732.555908
	Iteration 9Q: 3 clusters Score -186261.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -186287.015625 Penalty: 732.555908
	Iteration 10Q: 3 clusters Score -186287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -186315.000000 Penalty: 732.555908
	Iteration 11Q: 3 clusters Score -186315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -186344.062500 Penalty: 732.555908
	Iteration 12Q: 3 clusters Score -186344.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -186366.187500 Penalty: 732.555908
	Iteration 13Q: 3 clusters Score -186366.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -186387.562500 Penalty: 732.555908
	Iteration 14Q: 3 clusters Score -186387.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -186407.718750 Penalty: 732.555908
	Iteration 15Q: 3 clusters Score -186407.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -186437.328125 Penalty: 732.555908
	Iteration 16Q: 3 clusters Score -186437.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -186476.609375 Penalty: 732.555908
	Iteration 17Q: 3 clusters Score -186476.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -186511.734375 Penalty: 732.555908
	Iteration 18Q: 3 clusters Score -186511.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -186537.546875 Penalty: 732.555908
	Iteration 19Q: 3 clusters Score -186537.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -186563.921875 Penalty: 732.555908
	Iteration 20F: 3 clusters Score -186563.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -186595.187500 Penalty: 732.555908
	Iteration 21Q: 3 clusters Score -186595.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -186618.546875 Penalty: 732.555908
	Iteration 22Q: 3 clusters Score -186618.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -186635.250000 Penalty: 732.555908
	Iteration 23Q: 3 clusters Score -186635.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -186645.437500 Penalty: 732.555908
	Iteration 24Q: 3 clusters Score -186645.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -186654.109375 Penalty: 732.555908
	Iteration 25Q: 3 clusters Score -186654.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -186658.796875 Penalty: 732.555908
	Iteration 26Q: 3 clusters Score -186658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -186663.171875 Penalty: 732.555908
	Iteration 27Q: 3 clusters Score -186663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -186668.125000 Penalty: 732.555908
	Iteration 28Q: 3 clusters Score -186668.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -186673.062500 Penalty: 732.555908
	Iteration 29Q: 3 clusters Score -186673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -186675.843750 Penalty: 732.555908
	Iteration 30Q: 3 clusters Score -186675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -186676.406250 Penalty: 732.555908
	Iteration 31Q: 3 clusters Score -186676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -186677.328125 Penalty: 732.555908
	Iteration 32Q: 3 clusters Score -186677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -186677.250000 Penalty: 732.555908
	Iteration 33Q: 3 clusters Score -186677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -186677.250000 Penalty: 732.555908
	Iteration 34F: 3 clusters Score -186677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -16096.996094 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -16097 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 169 members 
Entering Unmasked Estep 
Score: -15724.587891 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -15724.59 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15879.476562 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -15879.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15957.526367 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -15957.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16009.277344 Penalty: 530.701294
	Iteration 3F: 3 clusters Score -16009.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16054.827148 Penalty: 530.701294
	Iteration 4F: 3 clusters Score -16054.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16139.774414 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -16139.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16215.622070 Penalty: 530.701294
	Iteration 6Q: 3 clusters Score -16215.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16269.000977 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -16269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16311.626953 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -16311.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16358.833984 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -16358.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16373.909180 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -16373.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16373.909180 Penalty: 530.701294
	Iteration 11F: 3 clusters Score -16373.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 1225 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Entering Unmasked Estep 
Score: -14127339.000000 Penalty: 43858.617188
Splitting cluster 38 changes total score from -14125477.000000 to -14127339.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 39 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -4890.889648 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -4890.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4712.164062 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -4712.164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4751.541992 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -4751.542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4758.796875 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -4758.797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4761.263672 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -4761.264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4763.038086 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -4763.038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4764.228027 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -4764.228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4764.836426 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -4764.836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4767.478027 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -4767.478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4770.661621 Penalty: 428.567261
	Iteration 8Q: 3 clusters Score -4770.662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4772.347656 Penalty: 428.567261
	Iteration 9Q: 3 clusters Score -4772.348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4773.078613 Penalty: 428.567261
	Iteration 10Q: 3 clusters Score -4773.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4774.983398 Penalty: 428.567261
	Iteration 11Q: 3 clusters Score -4774.983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4777.385254 Penalty: 428.567261
	Iteration 12Q: 3 clusters Score -4777.385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4777.385254 Penalty: 428.567261
	Iteration 13F: 3 clusters Score -4777.385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -64132.148438 Penalty: 318.223969
	Iteration 0F: 2 clusters Score -64132.15 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 546 members 
Entering Unmasked Estep 
Score: -63278.218750 Penalty: 636.447937
	Iteration 0F: 3 clusters Score -63278.22 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -63577.601562 Penalty: 636.447937
	Iteration 1F: 3 clusters Score -63577.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -63640.425781 Penalty: 636.447937
	Iteration 2F: 3 clusters Score -63640.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -63670.406250 Penalty: 636.447937
	Iteration 3Q: 3 clusters Score -63670.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -63690.039062 Penalty: 636.447937
	Iteration 4Q: 3 clusters Score -63690.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -63706.910156 Penalty: 636.447937
	Iteration 5Q: 3 clusters Score -63706.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63719.867188 Penalty: 636.447937
	Iteration 6Q: 3 clusters Score -63719.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -63728.484375 Penalty: 636.447937
	Iteration 7Q: 3 clusters Score -63728.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -63732.812500 Penalty: 636.447937
	Iteration 8Q: 3 clusters Score -63732.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -63735.195312 Penalty: 636.447937
	Iteration 9Q: 3 clusters Score -63735.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -63737.398438 Penalty: 636.447937
	Iteration 10Q: 3 clusters Score -63737.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63739.582031 Penalty: 636.447937
	Iteration 11Q: 3 clusters Score -63739.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63743.351562 Penalty: 636.447937
	Iteration 12Q: 3 clusters Score -63743.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -63746.585938 Penalty: 636.447937
	Iteration 13Q: 3 clusters Score -63746.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63750.925781 Penalty: 636.447937
	Iteration 14Q: 3 clusters Score -63750.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63755.324219 Penalty: 636.447937
	Iteration 15Q: 3 clusters Score -63755.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63759.929688 Penalty: 636.447937
	Iteration 16Q: 3 clusters Score -63759.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -63768.058594 Penalty: 636.447937
	Iteration 17Q: 3 clusters Score -63768.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63780.449219 Penalty: 636.447937
	Iteration 18Q: 3 clusters Score -63780.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63793.457031 Penalty: 636.447937
	Iteration 19Q: 3 clusters Score -63793.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63807.230469 Penalty: 636.447937
	Iteration 20F: 3 clusters Score -63807.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63828.382812 Penalty: 636.447937
	Iteration 21Q: 3 clusters Score -63828.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63853.308594 Penalty: 636.447937
	Iteration 22Q: 3 clusters Score -63853.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63870.070312 Penalty: 636.447937
	Iteration 23Q: 3 clusters Score -63870.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63883.523438 Penalty: 636.447937
	Iteration 24Q: 3 clusters Score -63883.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -63890.617188 Penalty: 636.447937
	Iteration 25Q: 3 clusters Score -63890.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -63899.546875 Penalty: 636.447937
	Iteration 26Q: 3 clusters Score -63899.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -63908.300781 Penalty: 636.447937
	Iteration 27Q: 3 clusters Score -63908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -63913.371094 Penalty: 636.447937
	Iteration 28Q: 3 clusters Score -63913.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -63916.203125 Penalty: 636.447937
	Iteration 29Q: 3 clusters Score -63916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63918.167969 Penalty: 636.447937
	Iteration 30Q: 3 clusters Score -63918.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -63919.433594 Penalty: 636.447937
	Iteration 31Q: 3 clusters Score -63919.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -63919.433594 Penalty: 636.447937
	Iteration 32F: 3 clusters Score -63919.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -92741.187500 Penalty: 323.536682
	Iteration 0F: 2 clusters Score -92741.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -91781.835938 Penalty: 647.073364
	Iteration 0F: 3 clusters Score -91781.84 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -92259.320312 Penalty: 647.073364
	Iteration 1F: 3 clusters Score -92259.32 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92503.570312 Penalty: 647.073364
	Iteration 2F: 3 clusters Score -92503.57 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -92764.718750 Penalty: 647.073364
	Iteration 3F: 3 clusters Score -92764.72 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -92882.703125 Penalty: 647.073364
	Iteration 4F: 3 clusters Score -92882.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -92922.085938 Penalty: 647.073364
	Iteration 5Q: 3 clusters Score -92922.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -92945.593750 Penalty: 647.073364
	Iteration 6Q: 3 clusters Score -92945.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -92958.546875 Penalty: 647.073364
	Iteration 7Q: 3 clusters Score -92958.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92966.523438 Penalty: 647.073364
	Iteration 8Q: 3 clusters Score -92966.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -92967.750000 Penalty: 647.073364
	Iteration 9Q: 3 clusters Score -92967.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -92968.070312 Penalty: 647.073364
	Iteration 10Q: 3 clusters Score -92968.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -92968.070312 Penalty: 647.073364
	Iteration 11F: 3 clusters Score -92968.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 375 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Entering Unmasked Estep 
Score: -14127314.000000 Penalty: 44420.906250
Splitting cluster 41 changes total score from -14125477.000000 to -14127314.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 42 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -25452.408203 Penalty: 269.675140
	Iteration 0F: 2 clusters Score -25452.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25033.482422 Penalty: 539.350281
	Iteration 0F: 3 clusters Score -25033.48 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25212.361328 Penalty: 539.350281
	Iteration 1F: 3 clusters Score -25212.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25283.960938 Penalty: 539.350281
	Iteration 2F: 3 clusters Score -25283.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25360.152344 Penalty: 539.350281
	Iteration 3F: 3 clusters Score -25360.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25425.849609 Penalty: 539.350281
	Iteration 4F: 3 clusters Score -25425.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25480.939453 Penalty: 539.350281
	Iteration 5F: 3 clusters Score -25480.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25658.439453 Penalty: 539.350281
	Iteration 6F: 3 clusters Score -25658.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26037.033203 Penalty: 539.350281
	Iteration 7F: 3 clusters Score -26037.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26146.314453 Penalty: 539.350281
	Iteration 8F: 3 clusters Score -26146.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26195.703125 Penalty: 539.350281
	Iteration 9Q: 3 clusters Score -26195.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26285.992188 Penalty: 539.350281
	Iteration 10Q: 3 clusters Score -26285.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26497.947266 Penalty: 539.350281
	Iteration 11Q: 3 clusters Score -26497.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26675.427734 Penalty: 539.350281
	Iteration 12Q: 3 clusters Score -26675.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26789.724609 Penalty: 539.350281
	Iteration 13Q: 3 clusters Score -26789.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26789.724609 Penalty: 539.350281
	Iteration 14F: 3 clusters Score -26789.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 117055 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Entering Unmasked Estep 
Score: -14128368.000000 Penalty: 44983.195312
Splitting cluster 42 changes total score from -14125477.000000 to -14128368.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 43 (117055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117055 members 
Entering Unmasked Estep 
Score: -7249387.000000 Penalty: 531.003113
	Iteration 0F: 2 clusters Score -7249387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -7175819.500000 Penalty: 1062.006226
	Iteration 0F: 3 clusters Score -7175820 nChanged 57171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -7213967.500000 Penalty: 1062.006226
	Iteration 1F: 3 clusters Score -7213968 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -7218543.000000 Penalty: 1062.006226
	Iteration 2F: 3 clusters Score -7218543 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -7224847.000000 Penalty: 1062.006226
	Iteration 3F: 3 clusters Score -7224847 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -7230953.000000 Penalty: 1062.006226
	Iteration 4F: 3 clusters Score -7230953 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -7234807.500000 Penalty: 1062.006226
	Iteration 5F: 3 clusters Score -7234808 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -7236409.000000 Penalty: 1062.006226
	Iteration 6Q: 3 clusters Score -7236409 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -7237141.000000 Penalty: 1062.006226
	Iteration 7Q: 3 clusters Score -7237141 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -7237569.500000 Penalty: 1062.006226
	Iteration 8Q: 3 clusters Score -7237570 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -7238105.000000 Penalty: 1062.006226
	Iteration 9Q: 3 clusters Score -7238105 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -7238662.500000 Penalty: 1062.006226
	Iteration 10Q: 3 clusters Score -7238662 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -7239209.500000 Penalty: 1062.006226
	Iteration 11Q: 3 clusters Score -7239210 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -7239818.000000 Penalty: 1062.006226
	Iteration 12Q: 3 clusters Score -7239818 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -7240395.500000 Penalty: 1062.006226
	Iteration 13Q: 3 clusters Score -7240396 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -7240948.000000 Penalty: 1062.006226
	Iteration 14Q: 3 clusters Score -7240948 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -7241428.000000 Penalty: 1062.006226
	Iteration 15Q: 3 clusters Score -7241428 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -7241881.000000 Penalty: 1062.006226
	Iteration 16Q: 3 clusters Score -7241881 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -7242218.000000 Penalty: 1062.006226
	Iteration 17Q: 3 clusters Score -7242218 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -7242558.000000 Penalty: 1062.006226
	Iteration 18Q: 3 clusters Score -7242558 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -7242774.000000 Penalty: 1062.006226
	Iteration 19Q: 3 clusters Score -7242774 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -7242965.000000 Penalty: 1062.006226
	Iteration 20F: 3 clusters Score -7242965 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -7243129.500000 Penalty: 1062.006226
	Iteration 21Q: 3 clusters Score -7243130 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -7243258.500000 Penalty: 1062.006226
	Iteration 22Q: 3 clusters Score -7243258 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -7243336.500000 Penalty: 1062.006226
	Iteration 23Q: 3 clusters Score -7243336 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -7243415.500000 Penalty: 1062.006226
	Iteration 24Q: 3 clusters Score -7243416 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -7243497.500000 Penalty: 1062.006226
	Iteration 25Q: 3 clusters Score -7243498 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -7243539.000000 Penalty: 1062.006226
	Iteration 26Q: 3 clusters Score -7243539 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -7243606.500000 Penalty: 1062.006226
	Iteration 27Q: 3 clusters Score -7243606 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -7243649.000000 Penalty: 1062.006226
	Iteration 28Q: 3 clusters Score -7243649 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -7243672.000000 Penalty: 1062.006226
	Iteration 29Q: 3 clusters Score -7243672 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -7243726.500000 Penalty: 1062.006226
	Iteration 30Q: 3 clusters Score -7243726 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -7243782.500000 Penalty: 1062.006226
	Iteration 31Q: 3 clusters Score -7243782 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -7243829.000000 Penalty: 1062.006226
	Iteration 32Q: 3 clusters Score -7243829 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -7243834.500000 Penalty: 1062.006226
	Iteration 33Q: 3 clusters Score -7243834 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -7243873.000000 Penalty: 1062.006226
	Iteration 34Q: 3 clusters Score -7243873 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 67406 members 
Entering Unmasked Estep 
Score: -7243889.500000 Penalty: 1062.006226
	Iteration 35Q: 3 clusters Score -7243890 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -7243930.500000 Penalty: 1062.006226
	Iteration 36Q: 3 clusters Score -7243930 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -7243959.500000 Penalty: 1062.006226
	Iteration 37Q: 3 clusters Score -7243960 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -7244023.500000 Penalty: 1062.006226
	Iteration 38Q: 3 clusters Score -7244024 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7244032 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7244088 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -7244134.000000 Penalty: 1062.006226
	Iteration 41Q: 3 clusters Score -7244134 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -7244175.000000 Penalty: 1062.006226
	Iteration 42Q: 3 clusters Score -7244175 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -7244205.500000 Penalty: 1062.006226
	Iteration 43Q: 3 clusters Score -7244206 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 71129 members 
Entering Unmasked Estep 
Score: -7244249.500000 Penalty: 1062.006226
	Iteration 44Q: 3 clusters Score -7244250 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7244306 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7244306 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -7244359.000000 Penalty: 1062.006226
	Iteration 47Q: 3 clusters Score -7244359 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7244394 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7244396 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7244448 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7244516 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7244590 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -7244639.500000 Penalty: 1062.006226
	Iteration 53Q: 3 clusters Score -7244640 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -7244679.500000 Penalty: 1062.006226
	Iteration 54Q: 3 clusters Score -7244680 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -7244750.500000 Penalty: 1062.006226
	Iteration 55Q: 3 clusters Score -7244750 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7244786 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7244839 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7244900 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7244927 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -7245021.500000 Penalty: 1062.006226
	Iteration 60F: 3 clusters Score -7245022 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7245090 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 81118 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7245142 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7245203 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 82479 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7245338 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7245434 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7245584 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7245668 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 85566 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7245804 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7245958 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7246108 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -7246195.000000 Penalty: 1062.006226
	Iteration 71Q: 3 clusters Score -7246195 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -7246397.500000 Penalty: 1062.006226
	Iteration 72Q: 3 clusters Score -7246398 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7246584 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7246708 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 92477 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7246944 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7247163 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7247372 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7247526 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7247636 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7247846 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7248048 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7248108 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7248108 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 102145 members 
Entering Unmasked Estep 
Score: -7248163.500000 Penalty: 1062.006226
	Iteration 84Q: 3 clusters Score -7248164 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 102966 members 
Entering Unmasked Estep 
Score: -7248210.500000 Penalty: 1062.006226
	Iteration 85Q: 3 clusters Score -7248210 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -7248300.000000 Penalty: 1062.006226
	Iteration 86Q: 3 clusters Score -7248300 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -7248407.500000 Penalty: 1062.006226
	Iteration 87Q: 3 clusters Score -7248408 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7248549 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 106118 members 
Entering Unmasked Estep 
Score: -7248511.500000 Penalty: 1062.006226
	Iteration 89Q: 3 clusters Score -7248512 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7248712 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 107581 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7248817 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7248936 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 108916 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7249036 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 109484 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7249110 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7249234 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -7249309.500000 Penalty: 1062.006226
	Iteration 96Q: 3 clusters Score -7249310 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7249368 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -7249391.500000 Penalty: 1062.006226
	Iteration 98Q: 3 clusters Score -7249392 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -7249413.500000 Penalty: 1062.006226
	Iteration 99Q: 3 clusters Score -7249414 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7249478 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7249504 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7249444 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7249459 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7249478 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 113275 members 
Entering Unmasked Estep 
Score: -7249497.500000 Penalty: 1062.006226
	Iteration 105Q: 3 clusters Score -7249498 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 113460 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7249460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 113638 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7249516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 113778 members 
Entering Unmasked Estep 
Score: -7249519.500000 Penalty: 1062.006226
	Iteration 108Q: 3 clusters Score -7249520 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7249544 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -7249541.000000 Penalty: 1062.006226
	Iteration 110Q: 3 clusters Score -7249541 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 114059 members 
Entering Unmasked Estep 
Score: -7249515.500000 Penalty: 1062.006226
	Iteration 111Q: 3 clusters Score -7249516 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 114116 members 
Entering Unmasked Estep 
Score: -7249518.000000 Penalty: 1062.006226
	Iteration 112Q: 3 clusters Score -7249518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -7249528.000000 Penalty: 1062.006226
	Iteration 113Q: 3 clusters Score -7249528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7249535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 114276 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7249534 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7249538 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7249537 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 114426 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7249568 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7249574 nChanged 49
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Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 114520 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7249558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 114582 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7249524 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7249493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7249506 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 114737 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7249494 nChanged 43
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 114780 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7249471 nChanged 39
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Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7249471 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 114852 members 
Entering Unmasked Estep 
Score: -7249453.500000 Penalty: 1062.006226
	Iteration 127Q: 3 clusters Score -7249454 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -7249446.500000 Penalty: 1062.006226
	Iteration 128Q: 3 clusters Score -7249446 nChanged 33
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Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -7249450.000000 Penalty: 1062.006226
	Iteration 129Q: 3 clusters Score -7249450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -7249428.000000 Penalty: 1062.006226
	Iteration 130Q: 3 clusters Score -7249428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -7249452.500000 Penalty: 1062.006226
	Iteration 131Q: 3 clusters Score -7249452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 115030 members 
Entering Unmasked Estep 
Score: -7249432.500000 Penalty: 1062.006226
	Iteration 132Q: 3 clusters Score -7249432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -7249428.000000 Penalty: 1062.006226
	Iteration 133Q: 3 clusters Score -7249428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -7249415.500000 Penalty: 1062.006226
	Iteration 134Q: 3 clusters Score -7249416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -7249417.000000 Penalty: 1062.006226
	Iteration 135Q: 3 clusters Score -7249417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -7249401.500000 Penalty: 1062.006226
	Iteration 136Q: 3 clusters Score -7249402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -7249394.500000 Penalty: 1062.006226
	Iteration 137Q: 3 clusters Score -7249394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 115164 members 
Entering Unmasked Estep 
Score: -7249405.500000 Penalty: 1062.006226
	Iteration 138Q: 3 clusters Score -7249406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 115166 members 
Entering Unmasked Estep 
Score: -7249404.500000 Penalty: 1062.006226
	Iteration 139Q: 3 clusters Score -7249404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 115167 members 
Entering Unmasked Estep 
Score: -7249402.500000 Penalty: 1062.006226
	Iteration 140F: 3 clusters Score -7249402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -7249404.500000 Penalty: 1062.006226
	Iteration 141Q: 3 clusters Score -7249404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 115174 members 
Entering Unmasked Estep 
Score: -7249408.000000 Penalty: 1062.006226
	Iteration 142Q: 3 clusters Score -7249408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -7249406.500000 Penalty: 1062.006226
	Iteration 143Q: 3 clusters Score -7249406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -7249407.500000 Penalty: 1062.006226
	Iteration 144Q: 3 clusters Score -7249408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 115177 members 
Entering Unmasked Estep 
Score: -7249403.000000 Penalty: 1062.006226
	Iteration 145Q: 3 clusters Score -7249403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 115177 members 
Entering Unmasked Estep 
Score: -7249403.000000 Penalty: 1062.006226
	Iteration 146F: 3 clusters Score -7249403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 2427 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Entering Unmasked Estep 
Score: -14128323.000000 Penalty: 45545.484375
Splitting cluster 43 changes total score from -14125477.000000 to -14128323.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 44 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -199110.687500 Penalty: 354.645721
	Iteration 0F: 2 clusters Score -199110.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -197392.250000 Penalty: 709.291443
	Iteration 0F: 3 clusters Score -197392.2 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -197953.359375 Penalty: 709.291443
	Iteration 1F: 3 clusters Score -197953.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -198097.421875 Penalty: 709.291443
	Iteration 2F: 3 clusters Score -198097.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -198238.734375 Penalty: 709.291443
	Iteration 3F: 3 clusters Score -198238.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -198365.921875 Penalty: 709.291443
	Iteration 4F: 3 clusters Score -198365.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -198512.125000 Penalty: 709.291443
	Iteration 5F: 3 clusters Score -198512.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -198677.562500 Penalty: 709.291443
	Iteration 6F: 3 clusters Score -198677.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -198797.968750 Penalty: 709.291443
	Iteration 7F: 3 clusters Score -198798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -198896.625000 Penalty: 709.291443
	Iteration 8Q: 3 clusters Score -198896.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -198967.390625 Penalty: 709.291443
	Iteration 9Q: 3 clusters Score -198967.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -199014.093750 Penalty: 709.291443
	Iteration 10Q: 3 clusters Score -199014.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -199047.218750 Penalty: 709.291443
	Iteration 11Q: 3 clusters Score -199047.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -199073.968750 Penalty: 709.291443
	Iteration 12Q: 3 clusters Score -199074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -199090.828125 Penalty: 709.291443
	Iteration 13Q: 3 clusters Score -199090.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -199098.828125 Penalty: 709.291443
	Iteration 14Q: 3 clusters Score -199098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -199103.171875 Penalty: 709.291443
	Iteration 15Q: 3 clusters Score -199103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -199109.062500 Penalty: 709.291443
	Iteration 16Q: 3 clusters Score -199109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -199114.765625 Penalty: 709.291443
	Iteration 17Q: 3 clusters Score -199114.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -199120.625000 Penalty: 709.291443
	Iteration 18Q: 3 clusters Score -199120.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -199125.390625 Penalty: 709.291443
	Iteration 19Q: 3 clusters Score -199125.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -199129.609375 Penalty: 709.291443
	Iteration 20F: 3 clusters Score -199129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -199132.968750 Penalty: 709.291443
	Iteration 21Q: 3 clusters Score -199133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -199136.062500 Penalty: 709.291443
	Iteration 22Q: 3 clusters Score -199136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -199137.406250 Penalty: 709.291443
	Iteration 23Q: 3 clusters Score -199137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -199137.375000 Penalty: 709.291443
	Iteration 24Q: 3 clusters Score -199137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -199137.375000 Penalty: 709.291443
	Iteration 25F: 3 clusters Score -199137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 262 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Entering Unmasked Estep 
Score: -14128130.000000 Penalty: 46107.777344
Splitting cluster 44 changes total score from -14125477.000000 to -14128130.000000
So it's getting split into cluster 82.
Entering ConstructFrom: 
Trying to split cluster 45 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3553.170898 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3553.171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3373.933105 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3373.933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3405.890137 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3405.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3414.607910 Penalty: 383.975189
	Iteration 2Q: 3 clusters Score -3414.608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3421.774658 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3421.775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3423.457031 Penalty: 383.975189
	Iteration 4Q: 3 clusters Score -3423.457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3423.457031 Penalty: 383.975189
	Iteration 5F: 3 clusters Score -3423.457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -7616.210449 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -7616.21 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 135 members 
Entering Unmasked Estep 
Score: -7450.562988 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -7450.563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7968.948242 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -7968.948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8116.558594 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -8116.559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8190.467773 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -8190.468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8261.193359 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -8261.193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8268.864258 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -8268.864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8269.592773 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -8269.593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8271.740234 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -8271.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8284.686523 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -8284.687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8351.717773 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -8351.718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8356.325195 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -8356.325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8373.759766 Penalty: 506.719360
	Iteration 11Q: 3 clusters Score -8373.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8467.078125 Penalty: 506.719360
	Iteration 12Q: 3 clusters Score -8467.078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8539.644531 Penalty: 506.719360
	Iteration 13Q: 3 clusters Score -8539.645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8539.644531 Penalty: 506.719360
	Iteration 14F: 3 clusters Score -8539.645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 539 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Entering Unmasked Estep 
Score: -14128756.000000 Penalty: 46670.066406
Splitting cluster 46 changes total score from -14125477.000000 to -14128756.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 47 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -18791.904297 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -18791.9 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 191 members 
Entering Unmasked Estep 
Score: -18393.261719 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -18393.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18491.347656 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -18491.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18531.992188 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -18531.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18553.894531 Penalty: 535.382324
	Iteration 3Q: 3 clusters Score -18553.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18582.267578 Penalty: 535.382324
	Iteration 4Q: 3 clusters Score -18582.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18615.439453 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -18615.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18627.119141 Penalty: 535.382324
	Iteration 6Q: 3 clusters Score -18627.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18639.292969 Penalty: 535.382324
	Iteration 7Q: 3 clusters Score -18639.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18659.406250 Penalty: 535.382324
	Iteration 8Q: 3 clusters Score -18659.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18667.105469 Penalty: 535.382324
	Iteration 9Q: 3 clusters Score -18667.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18671.892578 Penalty: 535.382324
	Iteration 10Q: 3 clusters Score -18671.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18673.363281 Penalty: 535.382324
	Iteration 11Q: 3 clusters Score -18673.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18673.363281 Penalty: 535.382324
	Iteration 12F: 3 clusters Score -18673.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -35419.300781 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -35419.3 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 285 members 
Entering Unmasked Estep 
Score: -34900.480469 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -34900.48 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -35088.484375 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -35088.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35144.878906 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -35144.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35190.785156 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -35190.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35218.062500 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -35218.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35249.312500 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -35249.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35267.113281 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -35267.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35282.351562 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -35282.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35288.230469 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -35288.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35292.605469 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -35292.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35293.578125 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -35293.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35294.042969 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -35294.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35295.207031 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -35295.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35297.097656 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -35297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35304.230469 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -35304.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35316.144531 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -35316.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35332.656250 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -35332.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35366.046875 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -35366.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35416.183594 Penalty: 572.364136
	Iteration 18Q: 3 clusters Score -35416.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35455.304688 Penalty: 572.364136
	Iteration 19Q: 3 clusters Score -35455.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35529.746094 Penalty: 572.364136
	Iteration 20F: 3 clusters Score -35529.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35613.941406 Penalty: 572.364136
	Iteration 21Q: 3 clusters Score -35613.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35655.601562 Penalty: 572.364136
	Iteration 22Q: 3 clusters Score -35655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35664.617188 Penalty: 572.364136
	Iteration 23Q: 3 clusters Score -35664.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35667.578125 Penalty: 572.364136
	Iteration 24Q: 3 clusters Score -35667.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35667.578125 Penalty: 572.364136
	Iteration 25F: 3 clusters Score -35667.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 261 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Entering Unmasked Estep 
Score: -14128747.000000 Penalty: 47232.355469
Splitting cluster 48 changes total score from -14125477.000000 to -14128747.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 49 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -116790.109375 Penalty: 343.315216
	Iteration 0F: 2 clusters Score -116790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -115427.265625 Penalty: 686.630432
	Iteration 0F: 3 clusters Score -115427.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -115771.203125 Penalty: 686.630432
	Iteration 1F: 3 clusters Score -115771.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -115828.726562 Penalty: 686.630432
	Iteration 2F: 3 clusters Score -115828.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -115880.195312 Penalty: 686.630432
	Iteration 3F: 3 clusters Score -115880.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -115936.218750 Penalty: 686.630432
	Iteration 4F: 3 clusters Score -115936.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -116003.851562 Penalty: 686.630432
	Iteration 5F: 3 clusters Score -116003.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -116102.570312 Penalty: 686.630432
	Iteration 6F: 3 clusters Score -116102.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -116211.648438 Penalty: 686.630432
	Iteration 7F: 3 clusters Score -116211.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -116308.539062 Penalty: 686.630432
	Iteration 8F: 3 clusters Score -116308.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -116371.500000 Penalty: 686.630432
	Iteration 9Q: 3 clusters Score -116371.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -116432.664062 Penalty: 686.630432
	Iteration 10Q: 3 clusters Score -116432.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -116470.117188 Penalty: 686.630432
	Iteration 11Q: 3 clusters Score -116470.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -116505.328125 Penalty: 686.630432
	Iteration 12Q: 3 clusters Score -116505.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -116518.054688 Penalty: 686.630432
	Iteration 13Q: 3 clusters Score -116518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -116524.226562 Penalty: 686.630432
	Iteration 14Q: 3 clusters Score -116524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -116527.414062 Penalty: 686.630432
	Iteration 15Q: 3 clusters Score -116527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -116527.414062 Penalty: 686.630432
	Iteration 16F: 3 clusters Score -116527.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -17441.431641 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -17441.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17101.669922 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -17101.67 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17174.140625 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -17174.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17194.689453 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -17194.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17205.343750 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -17205.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17213.783203 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -17213.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17216.005859 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -17216.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17219.414062 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -17219.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17222.904297 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -17222.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17224.279297 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -17224.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17224.279297 Penalty: 519.949707
	Iteration 9F: 3 clusters Score -17224.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -16382.861328 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -16382.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16114.765625 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -16114.77 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16403.613281 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -16403.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16522.080078 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -16522.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -16573.255859 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -16573.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -16646.318359 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -16646.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16715.705078 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -16715.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16727.679688 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -16727.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16735.095703 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -16735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16739.046875 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -16739.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16747.226562 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -16747.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16755.128906 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -16755.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16758.113281 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -16758.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16758.113281 Penalty: 506.371338
	Iteration 12F: 3 clusters Score -16758.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 1286 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Entering Unmasked Estep 
Score: -14128799.000000 Penalty: 47794.644531
Splitting cluster 51 changes total score from -14125477.000000 to -14128799.000000
So it's getting split into cluster 85.
Entering ConstructFrom: 
Trying to split cluster 52 (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: -74414.968750 Penalty: 325.747772
	Iteration 0F: 2 clusters Score -74414.97 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 637 members 
Entering Unmasked Estep 
Score: -73563.882812 Penalty: 651.495544
	Iteration 0F: 3 clusters Score -73563.88 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -74860.601562 Penalty: 651.495544
	Iteration 1F: 3 clusters Score -74860.6 nChanged 209
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: -75933.734375 Penalty: 651.495544
	Iteration 2F: 3 clusters Score -75933.73 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -76434.226562 Penalty: 651.495544
	Iteration 3F: 3 clusters Score -76434.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -76662.226562 Penalty: 651.495544
	Iteration 4Q: 3 clusters Score -76662.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -76699.093750 Penalty: 651.495544
	Iteration 5Q: 3 clusters Score -76699.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -76708.000000 Penalty: 651.495544
	Iteration 6Q: 3 clusters Score -76708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -76709.804688 Penalty: 651.495544
	Iteration 7Q: 3 clusters Score -76709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -76710.242188 Penalty: 651.495544
	Iteration 8Q: 3 clusters Score -76710.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -76710.242188 Penalty: 651.495544
	Iteration 9F: 3 clusters Score -76710.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 289 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Mstep: Class 86 contains 729 members 
Entering Unmasked Estep 
Score: -14130861.000000 Penalty: 48356.933594
Splitting cluster 52 changes total score from -14125477.000000 to -14130861.000000
So it's getting split into cluster 86.
Entering ConstructFrom: 
Trying to split cluster 53 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -14896.963867 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -14896.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14588.090820 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -14588.09 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14738.129883 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -14738.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14791.089844 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -14791.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14862.543945 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -14862.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14898.588867 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -14898.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14933.349609 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -14933.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14955.496094 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -14955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14957.157227 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -14957.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14957.638672 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -14957.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14957.638672 Penalty: 515.644836
	Iteration 9F: 3 clusters Score -14957.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 342 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Mstep: Class 86 contains 729 members 
Mstep: Class 87 contains 138 members 
Entering Unmasked Estep 
Score: -14130611.000000 Penalty: 48919.226562
Splitting cluster 53 changes total score from -14125477.000000 to -14130611.000000
So it's getting split into cluster 87.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -20346.201172 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -20346.2 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: -19934.587891 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -19934.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20041.050781 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -20041.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20072.496094 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -20072.5 nChanged 16
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: -20099.417969 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -20099.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20118.398438 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -20118.4 nChanged 9
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: -20130.601562 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -20130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20145.099609 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -20145.1 nChanged 9
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: -20157.470703 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -20157.47 nChanged 12
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: -20184.800781 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -20184.8 nChanged 11
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: -20205.095703 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -20205.1 nChanged 7
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: -20215.513672 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -20215.51 nChanged 6
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: -20222.421875 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -20222.42 nChanged 3
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: -20225.521484 Penalty: 536.390686
	Iteration 12Q: 3 clusters Score -20225.52 nChanged 3
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: -20229.867188 Penalty: 536.390686
	Iteration 13Q: 3 clusters Score -20229.87 nChanged 4
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: -20233.708984 Penalty: 536.390686
	Iteration 14Q: 3 clusters Score -20233.71 nChanged 2
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: -20236.986328 Penalty: 536.390686
	Iteration 15Q: 3 clusters Score -20236.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20237.691406 Penalty: 536.390686
	Iteration 16Q: 3 clusters Score -20237.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20237.691406 Penalty: 536.390686
	Iteration 17F: 3 clusters Score -20237.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -8286.364258 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -8286.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8033.728027 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -8033.728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8082.563477 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -8082.563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8091.790039 Penalty: 462.407776
	Iteration 2Q: 3 clusters Score -8091.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8094.191895 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -8094.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8096.188965 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -8096.189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8101.350098 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -8101.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8114.198730 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -8114.199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8123.396484 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -8123.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8123.987305 Penalty: 462.407776
	Iteration 8Q: 3 clusters Score -8123.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8123.987305 Penalty: 462.407776
	Iteration 9F: 3 clusters Score -8123.987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -10774.666992 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -10774.67 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 181 members 
Entering Unmasked Estep 
Score: -10458.091797 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -10458.09 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10798.353516 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -10798.35 nChanged 57
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: -10965.105469 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -10965.11 nChanged 15
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: -10993.939453 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -10993.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11022.819336 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -11022.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11037.131836 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -11037.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11037.641602 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -11037.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11037.641602 Penalty: 530.967773
	Iteration 7F: 3 clusters Score -11037.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 255 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 583 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Mstep: Class 86 contains 729 members 
Mstep: Class 87 contains 138 members 
Mstep: Class 88 contains 87 members 
Entering Unmasked Estep 
Score: -14130573.000000 Penalty: 49481.515625
Splitting cluster 56 changes total score from -14125477.000000 to -14130573.000000
So it's getting split into cluster 88.
Entering ConstructFrom: 
Trying to split cluster 57 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -36721.742188 Penalty: 296.822083
	Iteration 0F: 2 clusters Score -36721.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36119.218750 Penalty: 593.644165
	Iteration 0F: 3 clusters Score -36119.22 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36310.195312 Penalty: 593.644165
	Iteration 1F: 3 clusters Score -36310.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36362.214844 Penalty: 593.644165
	Iteration 2F: 3 clusters Score -36362.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -36399.359375 Penalty: 593.644165
	Iteration 3F: 3 clusters Score -36399.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36425.222656 Penalty: 593.644165
	Iteration 4Q: 3 clusters Score -36425.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -36446.937500 Penalty: 593.644165
	Iteration 5Q: 3 clusters Score -36446.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -36457.972656 Penalty: 593.644165
	Iteration 6Q: 3 clusters Score -36457.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -36465.203125 Penalty: 593.644165
	Iteration 7Q: 3 clusters Score -36465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36473.148438 Penalty: 593.644165
	Iteration 8Q: 3 clusters Score -36473.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -36492.835938 Penalty: 593.644165
	Iteration 9Q: 3 clusters Score -36492.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36510.250000 Penalty: 593.644165
	Iteration 10Q: 3 clusters Score -36510.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -36525.222656 Penalty: 593.644165
	Iteration 11Q: 3 clusters Score -36525.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36529.820312 Penalty: 593.644165
	Iteration 12Q: 3 clusters Score -36529.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -36538.773438 Penalty: 593.644165
	Iteration 13Q: 3 clusters Score -36538.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -36555.042969 Penalty: 593.644165
	Iteration 14Q: 3 clusters Score -36555.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -36569.058594 Penalty: 593.644165
	Iteration 15Q: 3 clusters Score -36569.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36582.031250 Penalty: 593.644165
	Iteration 16Q: 3 clusters Score -36582.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36594.269531 Penalty: 593.644165
	Iteration 17Q: 3 clusters Score -36594.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36608.535156 Penalty: 593.644165
	Iteration 18Q: 3 clusters Score -36608.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36616.113281 Penalty: 593.644165
	Iteration 19Q: 3 clusters Score -36616.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36632.617188 Penalty: 593.644165
	Iteration 20F: 3 clusters Score -36632.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36650.671875 Penalty: 593.644165
	Iteration 21Q: 3 clusters Score -36650.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36665.882812 Penalty: 593.644165
	Iteration 22Q: 3 clusters Score -36665.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36673.867188 Penalty: 593.644165
	Iteration 23Q: 3 clusters Score -36673.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36679.449219 Penalty: 593.644165
	Iteration 24Q: 3 clusters Score -36679.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36683.882812 Penalty: 593.644165
	Iteration 25Q: 3 clusters Score -36683.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36684.878906 Penalty: 593.644165
	Iteration 26Q: 3 clusters Score -36684.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36685.339844 Penalty: 593.644165
	Iteration 27Q: 3 clusters Score -36685.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36685.492188 Penalty: 593.644165
	Iteration 28Q: 3 clusters Score -36685.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36685.492188 Penalty: 593.644165
	Iteration 29F: 3 clusters Score -36685.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -9544.419922 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -9544.42 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 105 members 
Entering Unmasked Estep 
Score: -9283.162109 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -9283.162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9381.511719 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -9381.512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9440.749023 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -9440.749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9448.804688 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -9448.805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9455.150391 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -9455.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9455.635742 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -9455.636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9455.635742 Penalty: 483.052338
	Iteration 6F: 3 clusters Score -9455.636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -37680.812500 Penalty: 291.961334
	Iteration 0F: 2 clusters Score -37680.81 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 316 members 
Entering Unmasked Estep 
Score: -37152.980469 Penalty: 583.922668
	Iteration 0F: 3 clusters Score -37152.98 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37304.683594 Penalty: 583.922668
	Iteration 1F: 3 clusters Score -37304.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37349.152344 Penalty: 583.922668
	Iteration 2F: 3 clusters Score -37349.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37380.316406 Penalty: 583.922668
	Iteration 3F: 3 clusters Score -37380.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37408.554688 Penalty: 583.922668
	Iteration 4Q: 3 clusters Score -37408.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37439.742188 Penalty: 583.922668
	Iteration 5Q: 3 clusters Score -37439.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37458.371094 Penalty: 583.922668
	Iteration 6Q: 3 clusters Score -37458.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37480.167969 Penalty: 583.922668
	Iteration 7Q: 3 clusters Score -37480.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -37503.449219 Penalty: 583.922668
	Iteration 8Q: 3 clusters Score -37503.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -37519.214844 Penalty: 583.922668
	Iteration 9Q: 3 clusters Score -37519.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37525.066406 Penalty: 583.922668
	Iteration 10Q: 3 clusters Score -37525.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37530.453125 Penalty: 583.922668
	Iteration 11Q: 3 clusters Score -37530.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37535.617188 Penalty: 583.922668
	Iteration 12Q: 3 clusters Score -37535.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37537.523438 Penalty: 583.922668
	Iteration 13Q: 3 clusters Score -37537.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37540.410156 Penalty: 583.922668
	Iteration 14Q: 3 clusters Score -37540.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37540.972656 Penalty: 583.922668
	Iteration 15Q: 3 clusters Score -37540.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37543.242188 Penalty: 583.922668
	Iteration 16Q: 3 clusters Score -37543.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37543.605469 Penalty: 583.922668
	Iteration 17Q: 3 clusters Score -37543.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37544.246094 Penalty: 583.922668
	Iteration 18Q: 3 clusters Score -37544.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37545.125000 Penalty: 583.922668
	Iteration 19Q: 3 clusters Score -37545.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37548.542969 Penalty: 583.922668
	Iteration 20F: 3 clusters Score -37548.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37551.214844 Penalty: 583.922668
	Iteration 21Q: 3 clusters Score -37551.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37551.695312 Penalty: 583.922668
	Iteration 22Q: 3 clusters Score -37551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37552.078125 Penalty: 583.922668
	Iteration 23Q: 3 clusters Score -37552.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -37553.019531 Penalty: 583.922668
	Iteration 24Q: 3 clusters Score -37553.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -37553.957031 Penalty: 583.922668
	Iteration 25Q: 3 clusters Score -37553.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37555.550781 Penalty: 583.922668
	Iteration 26Q: 3 clusters Score -37555.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37558.304688 Penalty: 583.922668
	Iteration 27Q: 3 clusters Score -37558.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37561.703125 Penalty: 583.922668
	Iteration 28Q: 3 clusters Score -37561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37563.152344 Penalty: 583.922668
	Iteration 29Q: 3 clusters Score -37563.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37563.765625 Penalty: 583.922668
	Iteration 30Q: 3 clusters Score -37563.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37563.921875 Penalty: 583.922668
	Iteration 31Q: 3 clusters Score -37563.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37564.171875 Penalty: 583.922668
	Iteration 32Q: 3 clusters Score -37564.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37565.660156 Penalty: 583.922668
	Iteration 33Q: 3 clusters Score -37565.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -37567.382812 Penalty: 583.922668
	Iteration 34Q: 3 clusters Score -37567.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37569.875000 Penalty: 583.922668
	Iteration 35Q: 3 clusters Score -37569.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37573.429688 Penalty: 583.922668
	Iteration 36Q: 3 clusters Score -37573.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37576.375000 Penalty: 583.922668
	Iteration 37Q: 3 clusters Score -37576.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -37580.429688 Penalty: 583.922668
	Iteration 38Q: 3 clusters Score -37580.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37583.589844 Penalty: 583.922668
	Iteration 39Q: 3 clusters Score -37583.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -37584.445312 Penalty: 583.922668
	Iteration 40F: 3 clusters Score -37584.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -24990.248047 Penalty: 289.752502
	Iteration 0F: 2 clusters Score -24990.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24517.091797 Penalty: 579.505005
	Iteration 0F: 3 clusters Score -24517.09 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25258.152344 Penalty: 579.505005
	Iteration 1F: 3 clusters Score -25258.15 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25796.582031 Penalty: 579.505005
	Iteration 2F: 3 clusters Score -25796.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25926.986328 Penalty: 579.505005
	Iteration 3F: 3 clusters Score -25926.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25960.949219 Penalty: 579.505005
	Iteration 4Q: 3 clusters Score -25960.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25967.599609 Penalty: 579.505005
	Iteration 5Q: 3 clusters Score -25967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25968.996094 Penalty: 579.505005
	Iteration 6Q: 3 clusters Score -25969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25968.996094 Penalty: 579.505005
	Iteration 7F: 3 clusters Score -25969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 255 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 326 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 856 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Mstep: Class 86 contains 729 members 
Mstep: Class 87 contains 138 members 
Mstep: Class 88 contains 87 members 
Mstep: Class 89 contains 257 members 
Entering Unmasked Estep 
Score: -14131278.000000 Penalty: 50043.804688
Splitting cluster 60 changes total score from -14125477.000000 to -14131278.000000
So it's getting split into cluster 89.
Entering ConstructFrom: 
Trying to split cluster 61 (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: -60352.585938 Penalty: 319.051270
	Iteration 0F: 2 clusters Score -60352.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -59440.460938 Penalty: 638.102539
	Iteration 0F: 3 clusters Score -59440.46 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -59757.339844 Penalty: 638.102539
	Iteration 1F: 3 clusters Score -59757.34 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -59860.070312 Penalty: 638.102539
	Iteration 2F: 3 clusters Score -59860.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -59924.242188 Penalty: 638.102539
	Iteration 3F: 3 clusters Score -59924.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -59984.460938 Penalty: 638.102539
	Iteration 4F: 3 clusters Score -59984.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -60020.152344 Penalty: 638.102539
	Iteration 5Q: 3 clusters Score -60020.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -60042.789062 Penalty: 638.102539
	Iteration 6Q: 3 clusters Score -60042.79 nChanged 22
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: -60056.761719 Penalty: 638.102539
	Iteration 7Q: 3 clusters Score -60056.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -60070.714844 Penalty: 638.102539
	Iteration 8Q: 3 clusters Score -60070.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -60086.144531 Penalty: 638.102539
	Iteration 9Q: 3 clusters Score -60086.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -60090.738281 Penalty: 638.102539
	Iteration 10Q: 3 clusters Score -60090.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -60093.312500 Penalty: 638.102539
	Iteration 11Q: 3 clusters Score -60093.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -60094.378906 Penalty: 638.102539
	Iteration 12Q: 3 clusters Score -60094.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -60095.316406 Penalty: 638.102539
	Iteration 13Q: 3 clusters Score -60095.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -60095.585938 Penalty: 638.102539
	Iteration 14Q: 3 clusters Score -60095.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -60096.406250 Penalty: 638.102539
	Iteration 15Q: 3 clusters Score -60096.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -60096.781250 Penalty: 638.102539
	Iteration 16Q: 3 clusters Score -60096.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -60096.781250 Penalty: 638.102539
	Iteration 17F: 3 clusters Score -60096.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5882.737793 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5882.738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5680.794434 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5680.794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5733.429688 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5733.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5758.493652 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5758.494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5777.334961 Penalty: 427.743713
	Iteration 3Q: 3 clusters Score -5777.335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5779.466309 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5779.466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5784.483398 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5784.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5794.295898 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -5794.296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5802.324707 Penalty: 427.743713
	Iteration 7Q: 3 clusters Score -5802.325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5806.054688 Penalty: 427.743713
	Iteration 8Q: 3 clusters Score -5806.055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5806.054688 Penalty: 427.743713
	Iteration 9F: 3 clusters Score -5806.055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -33902.425781 Penalty: 290.063629
	Iteration 0F: 2 clusters Score -33902.43 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 280 members 
Entering Unmasked Estep 
Score: -33352.304688 Penalty: 580.127258
	Iteration 0F: 3 clusters Score -33352.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33534.089844 Penalty: 580.127258
	Iteration 1F: 3 clusters Score -33534.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33579.351562 Penalty: 580.127258
	Iteration 2F: 3 clusters Score -33579.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33604.214844 Penalty: 580.127258
	Iteration 3F: 3 clusters Score -33604.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33618.039062 Penalty: 580.127258
	Iteration 4Q: 3 clusters Score -33618.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33625.968750 Penalty: 580.127258
	Iteration 5Q: 3 clusters Score -33625.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33641.054688 Penalty: 580.127258
	Iteration 6Q: 3 clusters Score -33641.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33652.343750 Penalty: 580.127258
	Iteration 7Q: 3 clusters Score -33652.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33662.535156 Penalty: 580.127258
	Iteration 8Q: 3 clusters Score -33662.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33670.257812 Penalty: 580.127258
	Iteration 9Q: 3 clusters Score -33670.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33680.035156 Penalty: 580.127258
	Iteration 10Q: 3 clusters Score -33680.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33691.316406 Penalty: 580.127258
	Iteration 11Q: 3 clusters Score -33691.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33703.046875 Penalty: 580.127258
	Iteration 12Q: 3 clusters Score -33703.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33717.898438 Penalty: 580.127258
	Iteration 13Q: 3 clusters Score -33717.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33730.851562 Penalty: 580.127258
	Iteration 14Q: 3 clusters Score -33730.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33737.390625 Penalty: 580.127258
	Iteration 15Q: 3 clusters Score -33737.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -33742.187500 Penalty: 580.127258
	Iteration 16Q: 3 clusters Score -33742.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33744.199219 Penalty: 580.127258
	Iteration 17Q: 3 clusters Score -33744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33744.589844 Penalty: 580.127258
	Iteration 18Q: 3 clusters Score -33744.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -33746.937500 Penalty: 580.127258
	Iteration 19Q: 3 clusters Score -33746.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33748.910156 Penalty: 580.127258
	Iteration 20F: 3 clusters Score -33748.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33751.070312 Penalty: 580.127258
	Iteration 21Q: 3 clusters Score -33751.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33752.015625 Penalty: 580.127258
	Iteration 22Q: 3 clusters Score -33752.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33753.199219 Penalty: 580.127258
	Iteration 23Q: 3 clusters Score -33753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33753.199219 Penalty: 580.127258
	Iteration 24F: 3 clusters Score -33753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -52969.394531 Penalty: 307.228302
	Iteration 0F: 2 clusters Score -52969.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52275.796875 Penalty: 614.456604
	Iteration 0F: 3 clusters Score -52275.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52701.878906 Penalty: 614.456604
	Iteration 1F: 3 clusters Score -52701.88 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52941.050781 Penalty: 614.456604
	Iteration 2F: 3 clusters Score -52941.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -53089.187500 Penalty: 614.456604
	Iteration 3F: 3 clusters Score -53089.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -53167.335938 Penalty: 614.456604
	Iteration 4F: 3 clusters Score -53167.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53190.812500 Penalty: 614.456604
	Iteration 5Q: 3 clusters Score -53190.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53201.886719 Penalty: 614.456604
	Iteration 6Q: 3 clusters Score -53201.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53208.863281 Penalty: 614.456604
	Iteration 7Q: 3 clusters Score -53208.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53210.878906 Penalty: 614.456604
	Iteration 8Q: 3 clusters Score -53210.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53212.992188 Penalty: 614.456604
	Iteration 9Q: 3 clusters Score -53212.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53213.261719 Penalty: 614.456604
	Iteration 10Q: 3 clusters Score -53213.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53213.261719 Penalty: 614.456604
	Iteration 11F: 3 clusters Score -53213.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 255 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 326 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 541 members 
Mstep: Class 65 contains 1318 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Mstep: Class 86 contains 729 members 
Mstep: Class 87 contains 138 members 
Mstep: Class 88 contains 87 members 
Mstep: Class 89 contains 257 members 
Mstep: Class 90 contains 315 members 
Entering Unmasked Estep 
Score: -14131263.000000 Penalty: 50606.093750
Splitting cluster 64 changes total score from -14125477.000000 to -14131263.000000
So it's getting split into cluster 90.
Entering ConstructFrom: 
Trying to split cluster 65 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -89073.218750 Penalty: 326.866119
	Iteration 0F: 2 clusters Score -89073.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -88049.859375 Penalty: 653.732239
	Iteration 0F: 3 clusters Score -88049.86 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -88629.179688 Penalty: 653.732239
	Iteration 1F: 3 clusters Score -88629.18 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89035.023438 Penalty: 653.732239
	Iteration 2F: 3 clusters Score -89035.02 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89370.234375 Penalty: 653.732239
	Iteration 3F: 3 clusters Score -89370.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89545.867188 Penalty: 653.732239
	Iteration 4F: 3 clusters Score -89545.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89601.914062 Penalty: 653.732239
	Iteration 5Q: 3 clusters Score -89601.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89615.835938 Penalty: 653.732239
	Iteration 6Q: 3 clusters Score -89615.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89627.718750 Penalty: 653.732239
	Iteration 7Q: 3 clusters Score -89627.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89644.726562 Penalty: 653.732239
	Iteration 8Q: 3 clusters Score -89644.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89665.875000 Penalty: 653.732239
	Iteration 9Q: 3 clusters Score -89665.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89688.898438 Penalty: 653.732239
	Iteration 10Q: 3 clusters Score -89688.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89724.007812 Penalty: 653.732239
	Iteration 11Q: 3 clusters Score -89724.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -89779.289062 Penalty: 653.732239
	Iteration 12Q: 3 clusters Score -89779.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89817.710938 Penalty: 653.732239
	Iteration 13Q: 3 clusters Score -89817.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89846.828125 Penalty: 653.732239
	Iteration 14Q: 3 clusters Score -89846.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89866.789062 Penalty: 653.732239
	Iteration 15Q: 3 clusters Score -89866.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89874.187500 Penalty: 653.732239
	Iteration 16Q: 3 clusters Score -89874.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -89877.085938 Penalty: 653.732239
	Iteration 17Q: 3 clusters Score -89877.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89884.781250 Penalty: 653.732239
	Iteration 18Q: 3 clusters Score -89884.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -89888.429688 Penalty: 653.732239
	Iteration 19Q: 3 clusters Score -89888.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89902.492188 Penalty: 653.732239
	Iteration 20F: 3 clusters Score -89902.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89920.851562 Penalty: 653.732239
	Iteration 21Q: 3 clusters Score -89920.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89926.234375 Penalty: 653.732239
	Iteration 22Q: 3 clusters Score -89926.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -89932.492188 Penalty: 653.732239
	Iteration 23Q: 3 clusters Score -89932.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -89942.562500 Penalty: 653.732239
	Iteration 24Q: 3 clusters Score -89942.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -89945.296875 Penalty: 653.732239
	Iteration 25Q: 3 clusters Score -89945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89947.601562 Penalty: 653.732239
	Iteration 26Q: 3 clusters Score -89947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89948.570312 Penalty: 653.732239
	Iteration 27Q: 3 clusters Score -89948.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89949.054688 Penalty: 653.732239
	Iteration 28Q: 3 clusters Score -89949.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89949.054688 Penalty: 653.732239
	Iteration 29F: 3 clusters Score -89949.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 255 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 326 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 541 members 
Mstep: Class 65 contains 780 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 581 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Mstep: Class 86 contains 729 members 
Mstep: Class 87 contains 138 members 
Mstep: Class 88 contains 87 members 
Mstep: Class 89 contains 257 members 
Mstep: Class 90 contains 315 members 
Mstep: Class 91 contains 538 members 
Entering Unmasked Estep 
Score: -14131897.000000 Penalty: 51168.386719
Splitting cluster 65 changes total score from -14125477.000000 to -14131897.000000
So it's getting split into cluster 91.
Entering ConstructFrom: 
Trying to split cluster 66 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -27952.082031 Penalty: 283.307434
	Iteration 0F: 2 clusters Score -27952.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27452.900391 Penalty: 566.614868
	Iteration 0F: 3 clusters Score -27452.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27592.388672 Penalty: 566.614868
	Iteration 1F: 3 clusters Score -27592.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27641.894531 Penalty: 566.614868
	Iteration 2F: 3 clusters Score -27641.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27664.539062 Penalty: 566.614868
	Iteration 3Q: 3 clusters Score -27664.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27682.824219 Penalty: 566.614868
	Iteration 4Q: 3 clusters Score -27682.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27696.464844 Penalty: 566.614868
	Iteration 5Q: 3 clusters Score -27696.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27711.638672 Penalty: 566.614868
	Iteration 6Q: 3 clusters Score -27711.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -27729.564453 Penalty: 566.614868
	Iteration 7Q: 3 clusters Score -27729.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27741.259766 Penalty: 566.614868
	Iteration 8Q: 3 clusters Score -27741.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27749.246094 Penalty: 566.614868
	Iteration 9Q: 3 clusters Score -27749.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27752.771484 Penalty: 566.614868
	Iteration 10Q: 3 clusters Score -27752.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27753.173828 Penalty: 566.614868
	Iteration 11Q: 3 clusters Score -27753.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27753.173828 Penalty: 566.614868
	Iteration 12F: 3 clusters Score -27753.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -5709.444824 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -5709.445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5536.074707 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -5536.075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5648.114746 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -5648.115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5663.776855 Penalty: 445.703430
	Iteration 2Q: 3 clusters Score -5663.777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5671.736328 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -5671.736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5677.827637 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -5677.828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5677.827637 Penalty: 445.703430
	Iteration 5F: 3 clusters Score -5677.828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -28662.960938 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -28662.96 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 297 members 
Entering Unmasked Estep 
Score: -28152.105469 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -28152.11 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28417.992188 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -28417.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -28486.158203 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -28486.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -28535.175781 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -28535.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -28566.472656 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -28566.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -28582.406250 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -28582.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -28609.623047 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -28609.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -28665.179688 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -28665.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -28678.751953 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -28678.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -28692.136719 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -28692.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -28698.105469 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -28698.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -28700.599609 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -28700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -28703.615234 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -28703.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -28707.228516 Penalty: 579.192322
	Iteration 13Q: 3 clusters Score -28707.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -28709.656250 Penalty: 579.192322
	Iteration 14Q: 3 clusters Score -28709.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -28713.771484 Penalty: 579.192322
	Iteration 15Q: 3 clusters Score -28713.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -28716.289062 Penalty: 579.192322
	Iteration 16Q: 3 clusters Score -28716.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -28716.289062 Penalty: 579.192322
	Iteration 17F: 3 clusters Score -28716.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 255 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 326 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 541 members 
Mstep: Class 65 contains 780 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 111 members 
Mstep: Class 69 contains 185 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Mstep: Class 86 contains 729 members 
Mstep: Class 87 contains 138 members 
Mstep: Class 88 contains 87 members 
Mstep: Class 89 contains 257 members 
Mstep: Class 90 contains 315 members 
Mstep: Class 91 contains 538 members 
Mstep: Class 92 contains 470 members 
Entering Unmasked Estep 
Score: -14131683.000000 Penalty: 51730.675781
Splitting cluster 68 changes total score from -14125477.000000 to -14131683.000000
So it's getting split into cluster 92.
Entering ConstructFrom: 
Trying to split cluster 69 (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: -10324.819336 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -10324.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10064.750977 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -10064.75 nChanged 49
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: -10105.263672 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -10105.26 nChanged 11
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: -10150.363281 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -10150.36 nChanged 8
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: -10168.304688 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -10168.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10203.708984 Penalty: 475.052399
	Iteration 4F: 3 clusters Score -10203.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10250.987305 Penalty: 475.052399
	Iteration 5F: 3 clusters Score -10250.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10273.814453 Penalty: 475.052399
	Iteration 6F: 3 clusters Score -10273.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10287.809570 Penalty: 475.052399
	Iteration 7Q: 3 clusters Score -10287.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -10326.548828 Penalty: 475.052399
	Iteration 8Q: 3 clusters Score -10326.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10354.361328 Penalty: 475.052399
	Iteration 9Q: 3 clusters Score -10354.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10366.912109 Penalty: 475.052399
	Iteration 10Q: 3 clusters Score -10366.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10392.742188 Penalty: 475.052399
	Iteration 11Q: 3 clusters Score -10392.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10427.433594 Penalty: 475.052399
	Iteration 12Q: 3 clusters Score -10427.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10566.223633 Penalty: 475.052399
	Iteration 13Q: 3 clusters Score -10566.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10566.223633 Penalty: 475.052399
	Iteration 14F: 3 clusters Score -10566.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 255 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 326 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 541 members 
Mstep: Class 65 contains 780 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 111 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 499 members 
Mstep: Class 71 contains 78 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 268 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 95 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 795 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 115177 members 
Mstep: Class 82 contains 2183 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 89 members 
Mstep: Class 86 contains 729 members 
Mstep: Class 87 contains 138 members 
Mstep: Class 88 contains 87 members 
Mstep: Class 89 contains 257 members 
Mstep: Class 90 contains 315 members 
Mstep: Class 91 contains 538 members 
Mstep: Class 92 contains 470 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
Score: -14131600.000000 Penalty: 52292.964844
Splitting cluster 69 changes total score from -14125477.000000 to -14131600.000000
So it's getting split into cluster 93.
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 22441 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 480 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1752 members 
Mstep: Class 25 contains 21068 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 303 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 116 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1090 members 
Mstep: Class 41 contains 430 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1878 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 149 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 172 members 
Mstep: Class 52 contains 557 members 
Mstep: Class 53 contains 151 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 255 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 612 members 
Mstep: Class 60 contains 326 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 110 members 
Mstep: Class 63 contains 587 members 
Mstep: Class 64 contains 541 members 
Mstep: Class 65 contains 780 members 
Mstep: Class 66 contains 506 members 
Mstep: Class 67 contains 134 members 
Mstep: Class 68 contains 111 members 
Mstep: Class 69 contains 128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14132931.000000 Penalty: 52292.964844
Iteration 119Q: 94 clusters Score -1.413293e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 22503 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 16610 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 311 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 8329 members 
Mstep: Class 24 contains 1737 members 
Mstep: Class 25 contains 21132 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 109 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 156 members 
Mstep: Class 33 contains 200 members 
Mstep: Class 34 contains 118 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3131 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 111 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 453 members 
Mstep: Class 42 contains 136 members 
Mstep: Class 43 contains 1921 members 
Mstep: Class 44 contains 255 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 301 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 192 members 
Mstep: Class 52 contains 572 members 
Mstep: Class 53 contains 153 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 271 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 202 members 
Mstep: Class 59 contains 613 members 
Mstep: Class 60 contains 326 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 105 members 
Mstep: Class 63 contains 586 members 
Mstep: Class 64 contains 570 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 502 members 
Mstep: Class 67 contains 135 members 
Mstep: Class 68 contains 105 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 529 members 
Mstep: Class 71 contains 79 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 266 members 
Mstep: Class 74 contains 124 members 
Mstep: Class 75 contains 741 members 
Mstep: Class 76 contains 931 members 
Mstep: Class 77 contains 94 members 
Mstep: Class 78 contains 171 members 
Mstep: Class 79 contains 816 members 
Mstep: Class 80 contains 239 members 
Mstep: Class 81 contains 114956 members 
Mstep: Class 82 contains 2113 members 
Mstep: Class 83 contains 113 members 
Mstep: Class 84 contains 246 members 
Mstep: Class 85 contains 87 members 
Mstep: Class 86 contains 664 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 107 members 
Mstep: Class 89 contains 253 members 
Mstep: Class 90 contains 325 members 
Mstep: Class 91 contains 545 members 
Mstep: Class 92 contains 465 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14134663.000000 Penalty: 52292.964844
Iteration 120F: 94 clusters Score -1.413466e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22385 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 16575 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 385 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 164 members 
Mstep: Class 11 contains 314 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21138 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 112 members 
Mstep: Class 28 contains 301 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 122 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 145 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 120 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3129 members 
Mstep: Class 38 contains 192 members 
Mstep: Class 39 contains 112 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 133 members 
Mstep: Class 43 contains 1924 members 
Mstep: Class 44 contains 251 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 303 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 572 members 
Mstep: Class 53 contains 150 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 288 members 
Mstep: Class 57 contains 681 members 
Mstep: Class 58 contains 201 members 
Mstep: Class 59 contains 606 members 
Mstep: Class 60 contains 323 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 101 members 
Mstep: Class 63 contains 586 members 
Mstep: Class 64 contains 575 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 499 members 
Mstep: Class 67 contains 133 members 
Mstep: Class 68 contains 101 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 540 members 
Mstep: Class 71 contains 84 members 
Mstep: Class 72 contains 365 members 
Mstep: Class 73 contains 272 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 737 members 
Mstep: Class 76 contains 939 members 
Mstep: Class 77 contains 103 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 880 members 
Mstep: Class 80 contains 276 members 
Mstep: Class 81 contains 115054 members 
Mstep: Class 82 contains 2178 members 
Mstep: Class 83 contains 116 members 
Mstep: Class 84 contains 258 members 
Mstep: Class 85 contains 101 members 
Mstep: Class 86 contains 655 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 100 members 
Mstep: Class 89 contains 261 members 
Mstep: Class 90 contains 341 members 
Mstep: Class 91 contains 550 members 
Mstep: Class 92 contains 458 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135526.000000 Penalty: 52292.964844
Iteration 121Q: 94 clusters Score -1.413553e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22308 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16566 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 165 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 797 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 222 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 658 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21155 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 115 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 122 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 136 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 123 members 
Mstep: Class 35 contains 135 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3128 members 
Mstep: Class 38 contains 204 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 130 members 
Mstep: Class 43 contains 1928 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 148 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 304 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 149 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 294 members 
Mstep: Class 57 contains 682 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 602 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 97 members 
Mstep: Class 63 contains 586 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 783 members 
Mstep: Class 66 contains 497 members 
Mstep: Class 67 contains 132 members 
Mstep: Class 68 contains 96 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 544 members 
Mstep: Class 71 contains 85 members 
Mstep: Class 72 contains 366 members 
Mstep: Class 73 contains 274 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 738 members 
Mstep: Class 76 contains 943 members 
Mstep: Class 77 contains 106 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 915 members 
Mstep: Class 80 contains 298 members 
Mstep: Class 81 contains 115100 members 
Mstep: Class 82 contains 2216 members 
Mstep: Class 83 contains 117 members 
Mstep: Class 84 contains 257 members 
Mstep: Class 85 contains 109 members 
Mstep: Class 86 contains 647 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 98 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 352 members 
Mstep: Class 91 contains 554 members 
Mstep: Class 92 contains 452 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14135900.000000 Penalty: 52292.964844
Iteration 122Q: 94 clusters Score -1.41359e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22250 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16570 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 419 members 
Mstep: Class 15 contains 796 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21171 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 125 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 130 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 127 members 
Mstep: Class 35 contains 134 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3123 members 
Mstep: Class 38 contains 209 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1088 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1931 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 219 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 304 members 
Mstep: Class 57 contains 683 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 600 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 93 members 
Mstep: Class 63 contains 586 members 
Mstep: Class 64 contains 587 members 
Mstep: Class 65 contains 782 members 
Mstep: Class 66 contains 489 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 93 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 544 members 
Mstep: Class 71 contains 87 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 275 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 944 members 
Mstep: Class 77 contains 107 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 933 members 
Mstep: Class 80 contains 316 members 
Mstep: Class 81 contains 115134 members 
Mstep: Class 82 contains 2228 members 
Mstep: Class 83 contains 116 members 
Mstep: Class 84 contains 254 members 
Mstep: Class 85 contains 115 members 
Mstep: Class 86 contains 645 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 94 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 361 members 
Mstep: Class 91 contains 559 members 
Mstep: Class 92 contains 452 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136072.000000 Penalty: 52292.964844
Iteration 123Q: 94 clusters Score -1.413607e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22219 members 
Mstep: Class 4 contains 2920 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 795 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 230 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21197 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 128 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 126 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 127 members 
Mstep: Class 35 contains 134 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3119 members 
Mstep: Class 38 contains 215 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1088 members 
Mstep: Class 41 contains 477 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1935 members 
Mstep: Class 44 contains 228 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 217 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 599 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 91 members 
Mstep: Class 63 contains 586 members 
Mstep: Class 64 contains 596 members 
Mstep: Class 65 contains 781 members 
Mstep: Class 66 contains 485 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 91 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 547 members 
Mstep: Class 71 contains 86 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 276 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 737 members 
Mstep: Class 76 contains 946 members 
Mstep: Class 77 contains 108 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 950 members 
Mstep: Class 80 contains 332 members 
Mstep: Class 81 contains 115139 members 
Mstep: Class 82 contains 2232 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 251 members 
Mstep: Class 85 contains 120 members 
Mstep: Class 86 contains 637 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 94 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 361 members 
Mstep: Class 91 contains 564 members 
Mstep: Class 92 contains 448 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136201.000000 Penalty: 52292.964844
Iteration 124Q: 94 clusters Score -1.41362e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22201 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16586 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21216 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 128 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 125 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3117 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1088 members 
Mstep: Class 41 contains 477 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1940 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 215 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 91 members 
Mstep: Class 63 contains 585 members 
Mstep: Class 64 contains 602 members 
Mstep: Class 65 contains 780 members 
Mstep: Class 66 contains 486 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 91 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 86 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 737 members 
Mstep: Class 76 contains 945 members 
Mstep: Class 77 contains 109 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 964 members 
Mstep: Class 80 contains 346 members 
Mstep: Class 81 contains 115133 members 
Mstep: Class 82 contains 2226 members 
Mstep: Class 83 contains 115 members 
Mstep: Class 84 contains 251 members 
Mstep: Class 85 contains 123 members 
Mstep: Class 86 contains 629 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 360 members 
Mstep: Class 91 contains 570 members 
Mstep: Class 92 contains 442 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136330.000000 Penalty: 52292.964844
Iteration 125Q: 94 clusters Score -1.413633e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22185 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16588 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 320 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21226 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 129 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 127 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3117 members 
Mstep: Class 38 contains 222 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1088 members 
Mstep: Class 41 contains 477 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1949 members 
Mstep: Class 44 contains 224 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 91 members 
Mstep: Class 63 contains 584 members 
Mstep: Class 64 contains 607 members 
Mstep: Class 65 contains 778 members 
Mstep: Class 66 contains 485 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 91 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 553 members 
Mstep: Class 71 contains 87 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 737 members 
Mstep: Class 76 contains 944 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 969 members 
Mstep: Class 80 contains 353 members 
Mstep: Class 81 contains 115123 members 
Mstep: Class 82 contains 2230 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 250 members 
Mstep: Class 85 contains 126 members 
Mstep: Class 86 contains 625 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 361 members 
Mstep: Class 91 contains 572 members 
Mstep: Class 92 contains 441 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136380.000000 Penalty: 52292.964844
Iteration 126Q: 94 clusters Score -1.413638e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22179 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16594 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8325 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21242 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 129 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3116 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1088 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1960 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 209 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 91 members 
Mstep: Class 63 contains 583 members 
Mstep: Class 64 contains 611 members 
Mstep: Class 65 contains 778 members 
Mstep: Class 66 contains 482 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 97 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 553 members 
Mstep: Class 71 contains 89 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 737 members 
Mstep: Class 76 contains 943 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 976 members 
Mstep: Class 80 contains 357 members 
Mstep: Class 81 contains 115100 members 
Mstep: Class 82 contains 2226 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 249 members 
Mstep: Class 85 contains 131 members 
Mstep: Class 86 contains 623 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 362 members 
Mstep: Class 91 contains 572 members 
Mstep: Class 92 contains 434 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136423.000000 Penalty: 52292.964844
Iteration 127Q: 94 clusters Score -1.413642e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22171 members 
Mstep: Class 4 contains 2935 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16596 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 233 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 21254 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 128 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3114 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1088 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1970 members 
Mstep: Class 44 contains 218 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 91 members 
Mstep: Class 63 contains 584 members 
Mstep: Class 64 contains 611 members 
Mstep: Class 65 contains 777 members 
Mstep: Class 66 contains 480 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 105 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 91 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 737 members 
Mstep: Class 76 contains 943 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 984 members 
Mstep: Class 80 contains 360 members 
Mstep: Class 81 contains 115082 members 
Mstep: Class 82 contains 2234 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 248 members 
Mstep: Class 85 contains 133 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 364 members 
Mstep: Class 91 contains 572 members 
Mstep: Class 92 contains 426 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136444.000000 Penalty: 52292.964844
Iteration 128Q: 94 clusters Score -1.413644e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22164 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16597 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 322 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8325 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 21261 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 130 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 129 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3113 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1980 members 
Mstep: Class 44 contains 216 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 91 members 
Mstep: Class 63 contains 584 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 478 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 110 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 91 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 737 members 
Mstep: Class 76 contains 943 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 992 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 115066 members 
Mstep: Class 82 contains 2235 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 247 members 
Mstep: Class 85 contains 136 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 364 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 421 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136504.000000 Penalty: 52292.964844
Iteration 129Q: 94 clusters Score -1.41365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22154 members 
Mstep: Class 4 contains 2950 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16596 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8324 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 21266 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 131 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 130 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3112 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 216 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 584 members 
Mstep: Class 64 contains 617 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 475 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 119 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 737 members 
Mstep: Class 76 contains 943 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1002 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 115055 members 
Mstep: Class 82 contains 2233 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 246 members 
Mstep: Class 85 contains 137 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 363 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 412 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136509.000000 Penalty: 52292.964844
Iteration 130Q: 94 clusters Score -1.413651e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22148 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16595 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 21272 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 132 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 134 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3110 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1998 members 
Mstep: Class 44 contains 215 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 583 members 
Mstep: Class 64 contains 617 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 470 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 130 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 943 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1009 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 115041 members 
Mstep: Class 82 contains 2233 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 244 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 366 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 401 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136550.000000 Penalty: 52292.964844
Iteration 131Q: 94 clusters Score -1.413655e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22139 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16595 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 1729 members 
Mstep: Class 25 contains 21275 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 135 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 135 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3107 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2004 members 
Mstep: Class 44 contains 217 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 582 members 
Mstep: Class 64 contains 616 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 469 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 146 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 943 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1014 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 115039 members 
Mstep: Class 82 contains 2236 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 367 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 385 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136560.000000 Penalty: 52292.964844
Iteration 132Q: 94 clusters Score -1.413656e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22133 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16593 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 1728 members 
Mstep: Class 25 contains 21279 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 135 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3104 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2009 members 
Mstep: Class 44 contains 218 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 582 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 468 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 160 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 943 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1014 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 115035 members 
Mstep: Class 82 contains 2242 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 368 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 371 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136613.000000 Penalty: 52292.964844
Iteration 133Q: 94 clusters Score -1.413661e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22133 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16594 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 21285 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 136 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 221 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2012 members 
Mstep: Class 44 contains 219 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 467 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 172 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 942 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1014 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 115018 members 
Mstep: Class 82 contains 2244 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 241 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 368 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 361 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136648.000000 Penalty: 52292.964844
Iteration 134Q: 94 clusters Score -1.413665e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22129 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16594 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 239 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8327 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 21291 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 137 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 220 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2017 members 
Mstep: Class 44 contains 220 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 466 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 182 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 942 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1015 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 115002 members 
Mstep: Class 82 contains 2248 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 242 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 368 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 352 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136687.000000 Penalty: 52292.964844
Iteration 135Q: 94 clusters Score -1.413669e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22126 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16596 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 238 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8327 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 21301 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 137 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 140 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 219 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2023 members 
Mstep: Class 44 contains 219 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 464 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 192 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 941 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1017 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 114987 members 
Mstep: Class 82 contains 2251 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 241 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 368 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 343 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136699.000000 Penalty: 52292.964844
Iteration 136Q: 94 clusters Score -1.41367e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22122 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16599 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 21314 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 143 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 219 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2023 members 
Mstep: Class 44 contains 219 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 462 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 201 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 940 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1020 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 114976 members 
Mstep: Class 82 contains 2252 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 368 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 334 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136719.000000 Penalty: 52292.964844
Iteration 137Q: 94 clusters Score -1.413672e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22119 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16602 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 21328 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 219 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2021 members 
Mstep: Class 44 contains 219 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 460 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 208 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 940 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1026 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 114968 members 
Mstep: Class 82 contains 2251 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 368 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 327 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136746.000000 Penalty: 52292.964844
Iteration 138Q: 94 clusters Score -1.413675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22117 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16603 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8329 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 21336 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 149 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2016 members 
Mstep: Class 44 contains 219 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 456 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 211 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 939 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1028 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 114967 members 
Mstep: Class 82 contains 2255 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 368 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136760.000000 Penalty: 52292.964844
Iteration 139Q: 94 clusters Score -1.413676e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22118 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16603 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21340 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 123 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 151 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 217 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2011 members 
Mstep: Class 44 contains 220 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 208 members 
Mstep: Class 52 contains 570 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 309 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 200 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 90 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 454 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 939 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1031 members 
Mstep: Class 80 contains 362 members 
Mstep: Class 81 contains 114967 members 
Mstep: Class 82 contains 2257 members 
Mstep: Class 83 contains 114 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 368 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 323 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14136882.000000 Penalty: 52292.964844
Iteration 140F: 94 clusters Score -1.413688e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22118 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16603 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21345 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 124 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 154 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3103 members 
Mstep: Class 38 contains 214 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2011 members 
Mstep: Class 44 contains 225 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 210 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 199 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 452 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 216 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 736 members 
Mstep: Class 76 contains 939 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1034 members 
Mstep: Class 80 contains 367 members 
Mstep: Class 81 contains 114960 members 
Mstep: Class 82 contains 2259 members 
Mstep: Class 83 contains 125 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 369 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 324 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137174.000000 Penalty: 52292.964844
Iteration 141Q: 94 clusters Score -1.413717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22118 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21351 members 
Mstep: Class 26 contains 657 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 120 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3102 members 
Mstep: Class 38 contains 213 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 477 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2011 members 
Mstep: Class 44 contains 229 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 198 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 451 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 739 members 
Mstep: Class 76 contains 939 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1035 members 
Mstep: Class 80 contains 369 members 
Mstep: Class 81 contains 114953 members 
Mstep: Class 82 contains 2263 members 
Mstep: Class 83 contains 127 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 370 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 324 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137173.000000 Penalty: 52292.964844
Iteration 142Q: 94 clusters Score -1.413717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22119 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16607 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 961 members 
Mstep: Class 23 contains 8331 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 21356 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 117 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 157 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3101 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1088 members 
Mstep: Class 41 contains 477 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2010 members 
Mstep: Class 44 contains 230 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 449 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 741 members 
Mstep: Class 76 contains 939 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1037 members 
Mstep: Class 80 contains 370 members 
Mstep: Class 81 contains 114948 members 
Mstep: Class 82 contains 2263 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 371 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137174.000000 Penalty: 52292.964844
Iteration 143Q: 94 clusters Score -1.413717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22118 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16608 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8332 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 21359 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 113 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 160 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1086 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2010 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 446 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 744 members 
Mstep: Class 76 contains 938 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1041 members 
Mstep: Class 80 contains 372 members 
Mstep: Class 81 contains 114946 members 
Mstep: Class 82 contains 2261 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 372 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137185.000000 Penalty: 52292.964844
Iteration 144Q: 94 clusters Score -1.413718e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22119 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16609 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8331 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21365 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 110 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 163 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3100 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2007 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 614 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 443 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 746 members 
Mstep: Class 76 contains 937 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1047 members 
Mstep: Class 80 contains 373 members 
Mstep: Class 81 contains 114943 members 
Mstep: Class 82 contains 2255 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 374 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137156.000000 Penalty: 52292.964844
Iteration 145Q: 94 clusters Score -1.413716e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22118 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16608 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8331 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21372 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 109 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 166 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3099 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2009 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 685 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 440 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 746 members 
Mstep: Class 76 contains 937 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1053 members 
Mstep: Class 80 contains 373 members 
Mstep: Class 81 contains 114936 members 
Mstep: Class 82 contains 2249 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 376 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137179.000000 Penalty: 52292.964844
Iteration 146Q: 94 clusters Score -1.413718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22117 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16612 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8331 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21379 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 106 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 171 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3097 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2009 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 435 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 748 members 
Mstep: Class 76 contains 937 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1057 members 
Mstep: Class 80 contains 373 members 
Mstep: Class 81 contains 114931 members 
Mstep: Class 82 contains 2242 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137187.000000 Penalty: 52292.964844
Iteration 147Q: 94 clusters Score -1.413719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22117 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8333 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21387 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 102 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 172 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3094 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2008 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 752 members 
Mstep: Class 76 contains 937 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1062 members 
Mstep: Class 80 contains 374 members 
Mstep: Class 81 contains 114926 members 
Mstep: Class 82 contains 2235 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137173.000000 Penalty: 52292.964844
Iteration 148Q: 94 clusters Score -1.413717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22117 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21395 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 99 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3091 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2009 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 755 members 
Mstep: Class 76 contains 937 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1064 members 
Mstep: Class 80 contains 376 members 
Mstep: Class 81 contains 114919 members 
Mstep: Class 82 contains 2231 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 96 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137187.000000 Penalty: 52292.964844
Iteration 149Q: 94 clusters Score -1.413719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22116 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16623 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8336 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21402 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 100 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3088 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2010 members 
Mstep: Class 44 contains 233 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 755 members 
Mstep: Class 76 contains 937 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1067 members 
Mstep: Class 80 contains 377 members 
Mstep: Class 81 contains 114914 members 
Mstep: Class 82 contains 2228 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137213.000000 Penalty: 52292.964844
Iteration 150Q: 94 clusters Score -1.413721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22111 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8340 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21405 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 97 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3085 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2009 members 
Mstep: Class 44 contains 233 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 758 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1068 members 
Mstep: Class 80 contains 378 members 
Mstep: Class 81 contains 114916 members 
Mstep: Class 82 contains 2228 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137207.000000 Penalty: 52292.964844
Iteration 151Q: 94 clusters Score -1.413721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22106 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8342 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21406 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 95 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3082 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2007 members 
Mstep: Class 44 contains 233 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 760 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1069 members 
Mstep: Class 80 contains 380 members 
Mstep: Class 81 contains 114922 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137206.000000 Penalty: 52292.964844
Iteration 152Q: 94 clusters Score -1.413721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22103 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 531 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8346 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21410 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 93 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3078 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2005 members 
Mstep: Class 44 contains 234 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 762 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114923 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137192.000000 Penalty: 52292.964844
Iteration 153Q: 94 clusters Score -1.413719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22100 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8348 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21413 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3073 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2004 members 
Mstep: Class 44 contains 235 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114927 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137206.000000 Penalty: 52292.964844
Iteration 154Q: 94 clusters Score -1.413721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22101 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 533 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8350 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21413 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3073 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2004 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114926 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137198.000000 Penalty: 52292.964844
Iteration 155Q: 94 clusters Score -1.41372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22102 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8351 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21415 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3071 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2004 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114925 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137205.000000 Penalty: 52292.964844
Iteration 156Q: 94 clusters Score -1.41372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21416 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2004 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114926 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137205.000000 Penalty: 52292.964844
Iteration 157Q: 94 clusters Score -1.41372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 22099 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21419 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2004 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114921 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137201.000000 Penalty: 52292.964844
Iteration 158Q: 94 clusters Score -1.41372e+07 nChanged 7
Entering ConstructFrom: 
Score: -14137201.000000 Penalty: 52292.964844
Entering ConstructFrom: 
Trying to split cluster 1 (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: -79711.164062 Penalty: 314.755615
	Iteration 0F: 2 clusters Score -79711.16 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 518 members 
Entering Unmasked Estep 
Score: -78886.828125 Penalty: 629.511230
	Iteration 0F: 3 clusters Score -78886.83 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -79157.687500 Penalty: 629.511230
	Iteration 1F: 3 clusters Score -79157.69 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79225.234375 Penalty: 629.511230
	Iteration 2F: 3 clusters Score -79225.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -79298.304688 Penalty: 629.511230
	Iteration 3F: 3 clusters Score -79298.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -79390.375000 Penalty: 629.511230
	Iteration 4F: 3 clusters Score -79390.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -79459.914062 Penalty: 629.511230
	Iteration 5F: 3 clusters Score -79459.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -79527.859375 Penalty: 629.511230
	Iteration 6F: 3 clusters Score -79527.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -79583.937500 Penalty: 629.511230
	Iteration 7Q: 3 clusters Score -79583.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -79615.585938 Penalty: 629.511230
	Iteration 8Q: 3 clusters Score -79615.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -79638.132812 Penalty: 629.511230
	Iteration 9Q: 3 clusters Score -79638.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -79653.703125 Penalty: 629.511230
	Iteration 10Q: 3 clusters Score -79653.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -79663.968750 Penalty: 629.511230
	Iteration 11Q: 3 clusters Score -79663.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -79666.695312 Penalty: 629.511230
	Iteration 12Q: 3 clusters Score -79666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -79668.867188 Penalty: 629.511230
	Iteration 13Q: 3 clusters Score -79668.87 nChanged 6
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: -79671.781250 Penalty: 629.511230
	Iteration 14Q: 3 clusters Score -79671.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -79673.953125 Penalty: 629.511230
	Iteration 15Q: 3 clusters Score -79673.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -79675.476562 Penalty: 629.511230
	Iteration 16Q: 3 clusters Score -79675.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -79676.734375 Penalty: 629.511230
	Iteration 17Q: 3 clusters Score -79676.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -79677.328125 Penalty: 629.511230
	Iteration 18Q: 3 clusters Score -79677.33 nChanged 3
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: -79678.046875 Penalty: 629.511230
	Iteration 19Q: 3 clusters Score -79678.05 nChanged 2
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: -79678.328125 Penalty: 629.511230
	Iteration 20F: 3 clusters Score -79678.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -27120.384766 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -27120.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26697.003906 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -26697 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26785.583984 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -26785.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26823.519531 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -26823.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26852.041016 Penalty: 541.508484
	Iteration 3F: 3 clusters Score -26852.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26875.115234 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -26875.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26890.138672 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -26890.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26897.484375 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -26897.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26900.355469 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -26900.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26901.308594 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -26901.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26901.380859 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -26901.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26901.380859 Penalty: 541.508484
	Iteration 10F: 3 clusters Score -26901.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Entering Unmasked Estep 
Score: -1314019.500000 Penalty: 455.147522
	Iteration 0F: 2 clusters Score -1314020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1299169.500000 Penalty: 910.295044
	Iteration 0F: 3 clusters Score -1299170 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1306287.500000 Penalty: 910.295044
	Iteration 1F: 3 clusters Score -1306288 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1307839.625000 Penalty: 910.295044
	Iteration 2F: 3 clusters Score -1307840 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1309753.750000 Penalty: 910.295044
	Iteration 3F: 3 clusters Score -1309754 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1311481.375000 Penalty: 910.295044
	Iteration 4F: 3 clusters Score -1311481 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1312649.625000 Penalty: 910.295044
	Iteration 5F: 3 clusters Score -1312650 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1313293.875000 Penalty: 910.295044
	Iteration 6Q: 3 clusters Score -1313294 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1313517.750000 Penalty: 910.295044
	Iteration 7Q: 3 clusters Score -1313518 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1313609.250000 Penalty: 910.295044
	Iteration 8Q: 3 clusters Score -1313609 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1313664.250000 Penalty: 910.295044
	Iteration 9Q: 3 clusters Score -1313664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1313701.875000 Penalty: 910.295044
	Iteration 10Q: 3 clusters Score -1313702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1313720.250000 Penalty: 910.295044
	Iteration 11Q: 3 clusters Score -1313720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1313734.375000 Penalty: 910.295044
	Iteration 12Q: 3 clusters Score -1313734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1313739.125000 Penalty: 910.295044
	Iteration 13Q: 3 clusters Score -1313739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1313749.750000 Penalty: 910.295044
	Iteration 14Q: 3 clusters Score -1313750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1313752.375000 Penalty: 910.295044
	Iteration 15Q: 3 clusters Score -1313752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1313754.000000 Penalty: 910.295044
	Iteration 16Q: 3 clusters Score -1313754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1313755.250000 Penalty: 910.295044
	Iteration 17Q: 3 clusters Score -1313755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1313757.000000 Penalty: 910.295044
	Iteration 18Q: 3 clusters Score -1313757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1313757.500000 Penalty: 910.295044
	Iteration 19Q: 3 clusters Score -1313758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1313758.250000 Penalty: 910.295044
	Iteration 20F: 3 clusters Score -1313758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1313759.625000 Penalty: 910.295044
	Iteration 21Q: 3 clusters Score -1313760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1313765.375000 Penalty: 910.295044
	Iteration 22Q: 3 clusters Score -1313765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1313768.875000 Penalty: 910.295044
	Iteration 23Q: 3 clusters Score -1313769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1313769.500000 Penalty: 910.295044
	Iteration 24Q: 3 clusters Score -1313770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1313768.625000 Penalty: 910.295044
	Iteration 25Q: 3 clusters Score -1313769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1313768.500000 Penalty: 910.295044
	Iteration 26Q: 3 clusters Score -1313768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1313771.125000 Penalty: 910.295044
	Iteration 27Q: 3 clusters Score -1313771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1313771.625000 Penalty: 910.295044
	Iteration 28Q: 3 clusters Score -1313772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1313772.125000 Penalty: 910.295044
	Iteration 29Q: 3 clusters Score -1313772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1313779.125000 Penalty: 910.295044
	Iteration 30Q: 3 clusters Score -1313779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1313781.750000 Penalty: 910.295044
	Iteration 31Q: 3 clusters Score -1313782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1313781.625000 Penalty: 910.295044
	Iteration 32Q: 3 clusters Score -1313782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1313783.750000 Penalty: 910.295044
	Iteration 33Q: 3 clusters Score -1313784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1313787.125000 Penalty: 910.295044
	Iteration 34Q: 3 clusters Score -1313787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1313787.625000 Penalty: 910.295044
	Iteration 35Q: 3 clusters Score -1313788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1313788.750000 Penalty: 910.295044
	Iteration 36Q: 3 clusters Score -1313789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1313793.000000 Penalty: 910.295044
	Iteration 37Q: 3 clusters Score -1313793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1313800.000000 Penalty: 910.295044
	Iteration 38Q: 3 clusters Score -1313800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1313807.250000 Penalty: 910.295044
	Iteration 39Q: 3 clusters Score -1313807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1313818.250000 Penalty: 910.295044
	Iteration 40F: 3 clusters Score -1313818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1313830.750000 Penalty: 910.295044
	Iteration 41Q: 3 clusters Score -1313831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1313852.875000 Penalty: 910.295044
	Iteration 42Q: 3 clusters Score -1313853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1313864.375000 Penalty: 910.295044
	Iteration 43Q: 3 clusters Score -1313864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1313877.125000 Penalty: 910.295044
	Iteration 44Q: 3 clusters Score -1313877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1313895.125000 Penalty: 910.295044
	Iteration 45Q: 3 clusters Score -1313895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1313912.250000 Penalty: 910.295044
	Iteration 46Q: 3 clusters Score -1313912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1313939.125000 Penalty: 910.295044
	Iteration 47Q: 3 clusters Score -1313939 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1313961.625000 Penalty: 910.295044
	Iteration 48Q: 3 clusters Score -1313962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1313991.500000 Penalty: 910.295044
	Iteration 49Q: 3 clusters Score -1313992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1314014.375000 Penalty: 910.295044
	Iteration 50Q: 3 clusters Score -1314014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1314038.000000 Penalty: 910.295044
	Iteration 51Q: 3 clusters Score -1314038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1314059.750000 Penalty: 910.295044
	Iteration 52Q: 3 clusters Score -1314060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1314068.000000 Penalty: 910.295044
	Iteration 53Q: 3 clusters Score -1314068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1314076.375000 Penalty: 910.295044
	Iteration 54Q: 3 clusters Score -1314076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1314081.500000 Penalty: 910.295044
	Iteration 55Q: 3 clusters Score -1314082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1314089.125000 Penalty: 910.295044
	Iteration 56Q: 3 clusters Score -1314089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1314087.375000 Penalty: 910.295044
	Iteration 57Q: 3 clusters Score -1314087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1314090.250000 Penalty: 910.295044
	Iteration 58Q: 3 clusters Score -1314090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1314087.500000 Penalty: 910.295044
	Iteration 59Q: 3 clusters Score -1314088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1314099.875000 Penalty: 910.295044
	Iteration 60F: 3 clusters Score -1314100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1314112.125000 Penalty: 910.295044
	Iteration 61Q: 3 clusters Score -1314112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1314119.875000 Penalty: 910.295044
	Iteration 62Q: 3 clusters Score -1314120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1314123.250000 Penalty: 910.295044
	Iteration 63Q: 3 clusters Score -1314123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1314131.500000 Penalty: 910.295044
	Iteration 64Q: 3 clusters Score -1314132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1314138.625000 Penalty: 910.295044
	Iteration 65Q: 3 clusters Score -1314139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1314144.625000 Penalty: 910.295044
	Iteration 66Q: 3 clusters Score -1314145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1314150.125000 Penalty: 910.295044
	Iteration 67Q: 3 clusters Score -1314150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1314152.500000 Penalty: 910.295044
	Iteration 68Q: 3 clusters Score -1314152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1314158.875000 Penalty: 910.295044
	Iteration 69Q: 3 clusters Score -1314159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1314164.625000 Penalty: 910.295044
	Iteration 70Q: 3 clusters Score -1314165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1314169.125000 Penalty: 910.295044
	Iteration 71Q: 3 clusters Score -1314169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1314168.875000 Penalty: 910.295044
	Iteration 72Q: 3 clusters Score -1314169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1314168.750000 Penalty: 910.295044
	Iteration 73Q: 3 clusters Score -1314169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1314169.875000 Penalty: 910.295044
	Iteration 74Q: 3 clusters Score -1314170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1314170.250000 Penalty: 910.295044
	Iteration 75Q: 3 clusters Score -1314170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1314169.500000 Penalty: 910.295044
	Iteration 76Q: 3 clusters Score -1314170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1314170.625000 Penalty: 910.295044
	Iteration 77Q: 3 clusters Score -1314171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1314171.750000 Penalty: 910.295044
	Iteration 78Q: 3 clusters Score -1314172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1314172.375000 Penalty: 910.295044
	Iteration 79F: 3 clusters Score -1314172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1314172.000000 Penalty: 910.295044
	Iteration 80F: 3 clusters Score -1314172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1314173.875000 Penalty: 910.295044
	Iteration 81Q: 3 clusters Score -1314174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1314174.625000 Penalty: 910.295044
	Iteration 82Q: 3 clusters Score -1314175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1314175.625000 Penalty: 910.295044
	Iteration 83Q: 3 clusters Score -1314176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1314176.375000 Penalty: 910.295044
	Iteration 84Q: 3 clusters Score -1314176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1314178.250000 Penalty: 910.295044
	Iteration 85Q: 3 clusters Score -1314178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1314181.250000 Penalty: 910.295044
	Iteration 86Q: 3 clusters Score -1314181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1314182.375000 Penalty: 910.295044
	Iteration 87Q: 3 clusters Score -1314182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1314181.125000 Penalty: 910.295044
	Iteration 88Q: 3 clusters Score -1314181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1314183.000000 Penalty: 910.295044
	Iteration 89Q: 3 clusters Score -1314183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1314181.625000 Penalty: 910.295044
	Iteration 90Q: 3 clusters Score -1314182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1314181.500000 Penalty: 910.295044
	Iteration 91Q: 3 clusters Score -1314182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1314181.375000 Penalty: 910.295044
	Iteration 92Q: 3 clusters Score -1314181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1314182.625000 Penalty: 910.295044
	Iteration 93Q: 3 clusters Score -1314183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1314180.750000 Penalty: 910.295044
	Iteration 94Q: 3 clusters Score -1314181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1314180.750000 Penalty: 910.295044
	Iteration 95F: 3 clusters Score -1314181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Entering Unmasked Estep 
Score: -14137338.000000 Penalty: 52855.253906
Splitting cluster 3 changes total score from -14137201.000000 to -14137338.000000
So it's getting split into cluster 94.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -193661.140625 Penalty: 364.061646
	Iteration 0F: 2 clusters Score -193661.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -191605.171875 Penalty: 728.123291
	Iteration 0F: 3 clusters Score -191605.2 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -192362.031250 Penalty: 728.123291
	Iteration 1F: 3 clusters Score -192362 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -192550.359375 Penalty: 728.123291
	Iteration 2F: 3 clusters Score -192550.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -192767.984375 Penalty: 728.123291
	Iteration 3F: 3 clusters Score -192768 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -192992.640625 Penalty: 728.123291
	Iteration 4F: 3 clusters Score -192992.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -193177.328125 Penalty: 728.123291
	Iteration 5F: 3 clusters Score -193177.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -193248.718750 Penalty: 728.123291
	Iteration 6Q: 3 clusters Score -193248.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -193287.312500 Penalty: 728.123291
	Iteration 7Q: 3 clusters Score -193287.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -193312.343750 Penalty: 728.123291
	Iteration 8Q: 3 clusters Score -193312.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -193325.046875 Penalty: 728.123291
	Iteration 9Q: 3 clusters Score -193325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -193335.921875 Penalty: 728.123291
	Iteration 10Q: 3 clusters Score -193335.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -193344.343750 Penalty: 728.123291
	Iteration 11Q: 3 clusters Score -193344.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -193349.125000 Penalty: 728.123291
	Iteration 12Q: 3 clusters Score -193349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -193354.671875 Penalty: 728.123291
	Iteration 13Q: 3 clusters Score -193354.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -193357.937500 Penalty: 728.123291
	Iteration 14Q: 3 clusters Score -193357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -193359.921875 Penalty: 728.123291
	Iteration 15Q: 3 clusters Score -193359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -193361.000000 Penalty: 728.123291
	Iteration 16Q: 3 clusters Score -193361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -193361.484375 Penalty: 728.123291
	Iteration 17Q: 3 clusters Score -193361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -193361.484375 Penalty: 728.123291
	Iteration 18F: 3 clusters Score -193361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -146746.656250 Penalty: 354.963287
	Iteration 0F: 2 clusters Score -146746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -145015.906250 Penalty: 709.926575
	Iteration 0F: 3 clusters Score -145015.9 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -145588.609375 Penalty: 709.926575
	Iteration 1F: 3 clusters Score -145588.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -145678.078125 Penalty: 709.926575
	Iteration 2F: 3 clusters Score -145678.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -145756.703125 Penalty: 709.926575
	Iteration 3F: 3 clusters Score -145756.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -145844.593750 Penalty: 709.926575
	Iteration 4F: 3 clusters Score -145844.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -145931.000000 Penalty: 709.926575
	Iteration 5Q: 3 clusters Score -145931 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -146014.921875 Penalty: 709.926575
	Iteration 6Q: 3 clusters Score -146014.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -146086.843750 Penalty: 709.926575
	Iteration 7Q: 3 clusters Score -146086.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -146130.578125 Penalty: 709.926575
	Iteration 8Q: 3 clusters Score -146130.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -146155.843750 Penalty: 709.926575
	Iteration 9Q: 3 clusters Score -146155.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -146181.015625 Penalty: 709.926575
	Iteration 10Q: 3 clusters Score -146181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -146203.156250 Penalty: 709.926575
	Iteration 11Q: 3 clusters Score -146203.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -146230.015625 Penalty: 709.926575
	Iteration 12Q: 3 clusters Score -146230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -146247.406250 Penalty: 709.926575
	Iteration 13Q: 3 clusters Score -146247.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146265.734375 Penalty: 709.926575
	Iteration 14Q: 3 clusters Score -146265.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -146283.953125 Penalty: 709.926575
	Iteration 15Q: 3 clusters Score -146284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -146296.390625 Penalty: 709.926575
	Iteration 16Q: 3 clusters Score -146296.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -146304.187500 Penalty: 709.926575
	Iteration 17Q: 3 clusters Score -146304.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -146312.468750 Penalty: 709.926575
	Iteration 18Q: 3 clusters Score -146312.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -146329.078125 Penalty: 709.926575
	Iteration 19Q: 3 clusters Score -146329.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -146341.968750 Penalty: 709.926575
	Iteration 20F: 3 clusters Score -146342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -146356.375000 Penalty: 709.926575
	Iteration 21Q: 3 clusters Score -146356.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -146369.203125 Penalty: 709.926575
	Iteration 22Q: 3 clusters Score -146369.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -146382.609375 Penalty: 709.926575
	Iteration 23Q: 3 clusters Score -146382.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -146392.156250 Penalty: 709.926575
	Iteration 24Q: 3 clusters Score -146392.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -146400.437500 Penalty: 709.926575
	Iteration 25Q: 3 clusters Score -146400.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -146402.859375 Penalty: 709.926575
	Iteration 26Q: 3 clusters Score -146402.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -146404.500000 Penalty: 709.926575
	Iteration 27Q: 3 clusters Score -146404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -146406.109375 Penalty: 709.926575
	Iteration 28Q: 3 clusters Score -146406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -146408.031250 Penalty: 709.926575
	Iteration 29Q: 3 clusters Score -146408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -146409.203125 Penalty: 709.926575
	Iteration 30Q: 3 clusters Score -146409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -146411.265625 Penalty: 709.926575
	Iteration 31Q: 3 clusters Score -146411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -146411.984375 Penalty: 709.926575
	Iteration 32Q: 3 clusters Score -146412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -146412.578125 Penalty: 709.926575
	Iteration 33Q: 3 clusters Score -146412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -146413.281250 Penalty: 709.926575
	Iteration 34Q: 3 clusters Score -146413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -146413.718750 Penalty: 709.926575
	Iteration 35Q: 3 clusters Score -146413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -146414.421875 Penalty: 709.926575
	Iteration 36Q: 3 clusters Score -146414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -146415.140625 Penalty: 709.926575
	Iteration 37Q: 3 clusters Score -146415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -146415.906250 Penalty: 709.926575
	Iteration 38Q: 3 clusters Score -146415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -146416.156250 Penalty: 709.926575
	Iteration 39Q: 3 clusters Score -146416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -146417.000000 Penalty: 709.926575
	Iteration 40F: 3 clusters Score -146417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -146418.593750 Penalty: 709.926575
	Iteration 41Q: 3 clusters Score -146418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -146419.046875 Penalty: 709.926575
	Iteration 42Q: 3 clusters Score -146419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -146419.390625 Penalty: 709.926575
	Iteration 43Q: 3 clusters Score -146419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -146419.687500 Penalty: 709.926575
	Iteration 44Q: 3 clusters Score -146419.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -146420.109375 Penalty: 709.926575
	Iteration 45Q: 3 clusters Score -146420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -146420.171875 Penalty: 709.926575
	Iteration 46Q: 3 clusters Score -146420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -146420.531250 Penalty: 709.926575
	Iteration 47Q: 3 clusters Score -146420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -146420.515625 Penalty: 709.926575
	Iteration 48Q: 3 clusters Score -146420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -146420.515625 Penalty: 709.926575
	Iteration 49Q: 3 clusters Score -146420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -146420.515625 Penalty: 709.926575
	Iteration 50F: 3 clusters Score -146420.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Entering Unmasked Estep 
Score: -1407023.375000 Penalty: 442.196442
	Iteration 0F: 2 clusters Score -1407023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1398366.000000 Penalty: 884.392883
	Iteration 0F: 3 clusters Score -1398366 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1402769.375000 Penalty: 884.392883
	Iteration 1F: 3 clusters Score -1402769 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1403128.875000 Penalty: 884.392883
	Iteration 2F: 3 clusters Score -1403129 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1403689.125000 Penalty: 884.392883
	Iteration 3F: 3 clusters Score -1403689 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1404464.000000 Penalty: 884.392883
	Iteration 4F: 3 clusters Score -1404464 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1405251.125000 Penalty: 884.392883
	Iteration 5F: 3 clusters Score -1405251 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1405774.375000 Penalty: 884.392883
	Iteration 6F: 3 clusters Score -1405774 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1406046.250000 Penalty: 884.392883
	Iteration 7Q: 3 clusters Score -1406046 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1406140.250000 Penalty: 884.392883
	Iteration 8Q: 3 clusters Score -1406140 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1406168.125000 Penalty: 884.392883
	Iteration 9Q: 3 clusters Score -1406168 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1406185.250000 Penalty: 884.392883
	Iteration 10Q: 3 clusters Score -1406185 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1406204.125000 Penalty: 884.392883
	Iteration 11Q: 3 clusters Score -1406204 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1406215.250000 Penalty: 884.392883
	Iteration 12Q: 3 clusters Score -1406215 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1406231.250000 Penalty: 884.392883
	Iteration 13Q: 3 clusters Score -1406231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1406234.125000 Penalty: 884.392883
	Iteration 14Q: 3 clusters Score -1406234 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1406241.500000 Penalty: 884.392883
	Iteration 15Q: 3 clusters Score -1406242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1406256.125000 Penalty: 884.392883
	Iteration 16Q: 3 clusters Score -1406256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1406265.625000 Penalty: 884.392883
	Iteration 17Q: 3 clusters Score -1406266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1406274.875000 Penalty: 884.392883
	Iteration 18Q: 3 clusters Score -1406275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1406286.750000 Penalty: 884.392883
	Iteration 19Q: 3 clusters Score -1406287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1406298.250000 Penalty: 884.392883
	Iteration 20F: 3 clusters Score -1406298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1406305.875000 Penalty: 884.392883
	Iteration 21Q: 3 clusters Score -1406306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1406306.500000 Penalty: 884.392883
	Iteration 22Q: 3 clusters Score -1406306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1406307.875000 Penalty: 884.392883
	Iteration 23Q: 3 clusters Score -1406308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1406308.500000 Penalty: 884.392883
	Iteration 24Q: 3 clusters Score -1406308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1406318.125000 Penalty: 884.392883
	Iteration 25Q: 3 clusters Score -1406318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1406318.125000 Penalty: 884.392883
	Iteration 26Q: 3 clusters Score -1406318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1406316.375000 Penalty: 884.392883
	Iteration 27Q: 3 clusters Score -1406316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1406316.875000 Penalty: 884.392883
	Iteration 28Q: 3 clusters Score -1406317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1406333.375000 Penalty: 884.392883
	Iteration 29Q: 3 clusters Score -1406333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1406336.500000 Penalty: 884.392883
	Iteration 30Q: 3 clusters Score -1406336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1406341.875000 Penalty: 884.392883
	Iteration 31Q: 3 clusters Score -1406342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1406350.250000 Penalty: 884.392883
	Iteration 32Q: 3 clusters Score -1406350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1406352.125000 Penalty: 884.392883
	Iteration 33Q: 3 clusters Score -1406352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1406365.625000 Penalty: 884.392883
	Iteration 34Q: 3 clusters Score -1406366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1406369.250000 Penalty: 884.392883
	Iteration 35Q: 3 clusters Score -1406369 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1406368.750000 Penalty: 884.392883
	Iteration 36Q: 3 clusters Score -1406369 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1406376.125000 Penalty: 884.392883
	Iteration 37Q: 3 clusters Score -1406376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1406368.250000 Penalty: 884.392883
	Iteration 38Q: 3 clusters Score -1406368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1406368.375000 Penalty: 884.392883
	Iteration 39Q: 3 clusters Score -1406368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1406366.500000 Penalty: 884.392883
	Iteration 40F: 3 clusters Score -1406366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1406354.625000 Penalty: 884.392883
	Iteration 41Q: 3 clusters Score -1406355 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1406341.375000 Penalty: 884.392883
	Iteration 42Q: 3 clusters Score -1406341 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1406345.000000 Penalty: 884.392883
	Iteration 43Q: 3 clusters Score -1406345 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1406331.875000 Penalty: 884.392883
	Iteration 44Q: 3 clusters Score -1406332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1406319.125000 Penalty: 884.392883
	Iteration 45Q: 3 clusters Score -1406319 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1406314.500000 Penalty: 884.392883
	Iteration 46Q: 3 clusters Score -1406314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1406316.250000 Penalty: 884.392883
	Iteration 47Q: 3 clusters Score -1406316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1406309.625000 Penalty: 884.392883
	Iteration 48Q: 3 clusters Score -1406310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1406305.125000 Penalty: 884.392883
	Iteration 49Q: 3 clusters Score -1406305 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1406287.125000 Penalty: 884.392883
	Iteration 50Q: 3 clusters Score -1406287 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1406278.375000 Penalty: 884.392883
	Iteration 51Q: 3 clusters Score -1406278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1406277.250000 Penalty: 884.392883
	Iteration 52Q: 3 clusters Score -1406277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1406272.250000 Penalty: 884.392883
	Iteration 53Q: 3 clusters Score -1406272 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1406272.125000 Penalty: 884.392883
	Iteration 54Q: 3 clusters Score -1406272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1406271.000000 Penalty: 884.392883
	Iteration 55Q: 3 clusters Score -1406271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1406271.625000 Penalty: 884.392883
	Iteration 56Q: 3 clusters Score -1406272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1406271.750000 Penalty: 884.392883
	Iteration 57Q: 3 clusters Score -1406272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1406265.750000 Penalty: 884.392883
	Iteration 58Q: 3 clusters Score -1406266 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1406269.250000 Penalty: 884.392883
	Iteration 59Q: 3 clusters Score -1406269 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1406268.875000 Penalty: 884.392883
	Iteration 60F: 3 clusters Score -1406269 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1406269.000000 Penalty: 884.392883
	Iteration 61Q: 3 clusters Score -1406269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1406272.250000 Penalty: 884.392883
	Iteration 62Q: 3 clusters Score -1406272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1406281.875000 Penalty: 884.392883
	Iteration 63Q: 3 clusters Score -1406282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1406282.625000 Penalty: 884.392883
	Iteration 64Q: 3 clusters Score -1406283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1406291.500000 Penalty: 884.392883
	Iteration 65Q: 3 clusters Score -1406292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1406292.125000 Penalty: 884.392883
	Iteration 66Q: 3 clusters Score -1406292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1406296.500000 Penalty: 884.392883
	Iteration 67Q: 3 clusters Score -1406296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1406299.875000 Penalty: 884.392883
	Iteration 68Q: 3 clusters Score -1406300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1406302.750000 Penalty: 884.392883
	Iteration 69Q: 3 clusters Score -1406303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1406300.500000 Penalty: 884.392883
	Iteration 70Q: 3 clusters Score -1406300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1406308.500000 Penalty: 884.392883
	Iteration 71Q: 3 clusters Score -1406308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1406314.250000 Penalty: 884.392883
	Iteration 72Q: 3 clusters Score -1406314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1406316.125000 Penalty: 884.392883
	Iteration 73Q: 3 clusters Score -1406316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1406330.875000 Penalty: 884.392883
	Iteration 74Q: 3 clusters Score -1406331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1406338.500000 Penalty: 884.392883
	Iteration 75Q: 3 clusters Score -1406338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1406347.500000 Penalty: 884.392883
	Iteration 76Q: 3 clusters Score -1406348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1406353.625000 Penalty: 884.392883
	Iteration 77Q: 3 clusters Score -1406354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1406359.625000 Penalty: 884.392883
	Iteration 78Q: 3 clusters Score -1406360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1406369.000000 Penalty: 884.392883
	Iteration 79Q: 3 clusters Score -1406369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1406373.750000 Penalty: 884.392883
	Iteration 80F: 3 clusters Score -1406374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1406375.750000 Penalty: 884.392883
	Iteration 81Q: 3 clusters Score -1406376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1406379.750000 Penalty: 884.392883
	Iteration 82Q: 3 clusters Score -1406380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1406390.125000 Penalty: 884.392883
	Iteration 83Q: 3 clusters Score -1406390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1406398.875000 Penalty: 884.392883
	Iteration 84Q: 3 clusters Score -1406399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1406411.000000 Penalty: 884.392883
	Iteration 85Q: 3 clusters Score -1406411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1406414.875000 Penalty: 884.392883
	Iteration 86Q: 3 clusters Score -1406415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1406425.000000 Penalty: 884.392883
	Iteration 87Q: 3 clusters Score -1406425 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1406433.875000 Penalty: 884.392883
	Iteration 88Q: 3 clusters Score -1406434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1406446.250000 Penalty: 884.392883
	Iteration 89Q: 3 clusters Score -1406446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1406455.875000 Penalty: 884.392883
	Iteration 90Q: 3 clusters Score -1406456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1406465.250000 Penalty: 884.392883
	Iteration 91Q: 3 clusters Score -1406465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1406471.250000 Penalty: 884.392883
	Iteration 92Q: 3 clusters Score -1406471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1406483.000000 Penalty: 884.392883
	Iteration 93Q: 3 clusters Score -1406483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1406486.250000 Penalty: 884.392883
	Iteration 94Q: 3 clusters Score -1406486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1406485.375000 Penalty: 884.392883
	Iteration 95Q: 3 clusters Score -1406485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1406484.750000 Penalty: 884.392883
	Iteration 96Q: 3 clusters Score -1406485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1406486.750000 Penalty: 884.392883
	Iteration 97Q: 3 clusters Score -1406487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1406489.875000 Penalty: 884.392883
	Iteration 98Q: 3 clusters Score -1406490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1406488.000000 Penalty: 884.392883
	Iteration 99Q: 3 clusters Score -1406488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1406488.875000 Penalty: 884.392883
	Iteration 100F: 3 clusters Score -1406489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1406489.000000 Penalty: 884.392883
	Iteration 101Q: 3 clusters Score -1406489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1406491.500000 Penalty: 884.392883
	Iteration 102Q: 3 clusters Score -1406492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1406492.625000 Penalty: 884.392883
	Iteration 103Q: 3 clusters Score -1406493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1406491.375000 Penalty: 884.392883
	Iteration 104Q: 3 clusters Score -1406491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1406491.750000 Penalty: 884.392883
	Iteration 105Q: 3 clusters Score -1406492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1406496.000000 Penalty: 884.392883
	Iteration 106Q: 3 clusters Score -1406496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1406492.000000 Penalty: 884.392883
	Iteration 107Q: 3 clusters Score -1406492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1406491.500000 Penalty: 884.392883
	Iteration 108Q: 3 clusters Score -1406492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1406495.250000 Penalty: 884.392883
	Iteration 109Q: 3 clusters Score -1406495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1406497.625000 Penalty: 884.392883
	Iteration 110Q: 3 clusters Score -1406498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1406498.500000 Penalty: 884.392883
	Iteration 111Q: 3 clusters Score -1406498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1406494.125000 Penalty: 884.392883
	Iteration 112Q: 3 clusters Score -1406494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1406494.875000 Penalty: 884.392883
	Iteration 113Q: 3 clusters Score -1406495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1406493.500000 Penalty: 884.392883
	Iteration 114Q: 3 clusters Score -1406494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1406492.250000 Penalty: 884.392883
	Iteration 115Q: 3 clusters Score -1406492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1406495.875000 Penalty: 884.392883
	Iteration 116Q: 3 clusters Score -1406496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1406491.875000 Penalty: 884.392883
	Iteration 117Q: 3 clusters Score -1406492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1406490.625000 Penalty: 884.392883
	Iteration 118Q: 3 clusters Score -1406491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1406493.250000 Penalty: 884.392883
	Iteration 119Q: 3 clusters Score -1406493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1406488.750000 Penalty: 884.392883
	Iteration 120F: 3 clusters Score -1406489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1406491.250000 Penalty: 884.392883
	Iteration 121Q: 3 clusters Score -1406491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1406492.250000 Penalty: 884.392883
	Iteration 122Q: 3 clusters Score -1406492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1406490.750000 Penalty: 884.392883
	Iteration 123Q: 3 clusters Score -1406491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1406490.375000 Penalty: 884.392883
	Iteration 124Q: 3 clusters Score -1406490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1406490.250000 Penalty: 884.392883
	Iteration 125Q: 3 clusters Score -1406490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1406489.500000 Penalty: 884.392883
	Iteration 126Q: 3 clusters Score -1406490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1406489.500000 Penalty: 884.392883
	Iteration 127F: 3 clusters Score -1406490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -42430.593750 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -42430.59 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 364 members 
Entering Unmasked Estep 
Score: -41828.960938 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -41828.96 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42075.660156 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -42075.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42220.667969 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -42220.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42291.757812 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -42291.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42331.554688 Penalty: 599.090271
	Iteration 4Q: 3 clusters Score -42331.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -42363.894531 Penalty: 599.090271
	Iteration 5Q: 3 clusters Score -42363.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42388.531250 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -42388.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42410.074219 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -42410.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -42422.195312 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -42422.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42438.476562 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -42438.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42452.800781 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -42452.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42465.214844 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -42465.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -42473.964844 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -42473.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -42481.593750 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -42481.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -42484.550781 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -42484.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -42487.464844 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -42487.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -42488.671875 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -42488.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -42489.351562 Penalty: 599.090271
	Iteration 17Q: 3 clusters Score -42489.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -42490.101562 Penalty: 599.090271
	Iteration 18Q: 3 clusters Score -42490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -42490.750000 Penalty: 599.090271
	Iteration 19Q: 3 clusters Score -42490.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -42490.750000 Penalty: 599.090271
	Iteration 20F: 3 clusters Score -42490.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 466 members 
Entering Unmasked Estep 
Score: -14137138.000000 Penalty: 53417.542969
Splitting cluster 7 changes total score from -14137201.000000 to -14137138.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -19828.246094 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -19828.25 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 211 members 
Entering Unmasked Estep 
Score: -19444.908203 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -19444.91 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19722.183594 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -19722.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19798.019531 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -19798.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19819.208984 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -19819.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19830.664062 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -19830.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19835.845703 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -19835.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19838.511719 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -19838.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19840.173828 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -19840.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19840.173828 Penalty: 542.216614
	Iteration 8F: 3 clusters Score -19840.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 144 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 243 members 
Entering Unmasked Estep 
Score: -14137054.000000 Penalty: 53417.542969
Splitting cluster 8 changes total score from -14137201.000000 to -14137054.000000
So it's not getting split.
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: -10637.436523 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10637.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -10358.401367 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10358.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10452.971680 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10452.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10485.976562 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10485.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10498.182617 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10498.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10500.694336 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10500.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10500.694336 Penalty: 476.030884
	Iteration 5F: 3 clusters Score -10500.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -7576.431152 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -7576.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7326.681641 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -7326.682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7422.108887 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -7422.109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7464.526367 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -7464.526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7493.762695 Penalty: 465.190857
	Iteration 3F: 3 clusters Score -7493.763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7499.076660 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -7499.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7500.702148 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -7500.702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7501.530762 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -7501.531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7501.530762 Penalty: 465.190857
	Iteration 7F: 3 clusters Score -7501.531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -20220.453125 Penalty: 263.303833
	Iteration 0F: 2 clusters Score -20220.45 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 152 members 
Entering Unmasked Estep 
Score: -19856.583984 Penalty: 526.607666
	Iteration 0F: 3 clusters Score -19856.58 nChanged 94
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: -19937.306641 Penalty: 526.607666
	Iteration 1F: 3 clusters Score -19937.31 nChanged 20
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: -19950.656250 Penalty: 526.607666
	Iteration 2F: 3 clusters Score -19950.66 nChanged 6
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: -19958.091797 Penalty: 526.607666
	Iteration 3Q: 3 clusters Score -19958.09 nChanged 6
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: -19977.625000 Penalty: 526.607666
	Iteration 4Q: 3 clusters Score -19977.62 nChanged 7
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: -19982.921875 Penalty: 526.607666
	Iteration 5Q: 3 clusters Score -19982.92 nChanged 5
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: -19985.312500 Penalty: 526.607666
	Iteration 6Q: 3 clusters Score -19985.31 nChanged 5
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: -19990.607422 Penalty: 526.607666
	Iteration 7Q: 3 clusters Score -19990.61 nChanged 4
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: -19994.417969 Penalty: 526.607666
	Iteration 8Q: 3 clusters Score -19994.42 nChanged 4
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: -19998.664062 Penalty: 526.607666
	Iteration 9Q: 3 clusters Score -19998.66 nChanged 4
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: -20001.310547 Penalty: 526.607666
	Iteration 10Q: 3 clusters Score -20001.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20003.294922 Penalty: 526.607666
	Iteration 11Q: 3 clusters Score -20003.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20007.099609 Penalty: 526.607666
	Iteration 12Q: 3 clusters Score -20007.1 nChanged 3
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: -20009.535156 Penalty: 526.607666
	Iteration 13Q: 3 clusters Score -20009.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20014.279297 Penalty: 526.607666
	Iteration 14Q: 3 clusters Score -20014.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20015.533203 Penalty: 526.607666
	Iteration 15Q: 3 clusters Score -20015.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20016.148438 Penalty: 526.607666
	Iteration 16Q: 3 clusters Score -20016.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20017.064453 Penalty: 526.607666
	Iteration 17Q: 3 clusters Score -20017.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20017.064453 Penalty: 526.607666
	Iteration 18F: 3 clusters Score -20017.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -27571.992188 Penalty: 278.172546
	Iteration 0F: 2 clusters Score -27571.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27116.921875 Penalty: 556.345093
	Iteration 0F: 3 clusters Score -27116.92 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27211.548828 Penalty: 556.345093
	Iteration 1F: 3 clusters Score -27211.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27235.898438 Penalty: 556.345093
	Iteration 2F: 3 clusters Score -27235.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27248.919922 Penalty: 556.345093
	Iteration 3Q: 3 clusters Score -27248.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27258.126953 Penalty: 556.345093
	Iteration 4Q: 3 clusters Score -27258.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27268.408203 Penalty: 556.345093
	Iteration 5Q: 3 clusters Score -27268.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27277.787109 Penalty: 556.345093
	Iteration 6Q: 3 clusters Score -27277.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27283.490234 Penalty: 556.345093
	Iteration 7Q: 3 clusters Score -27283.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27291.687500 Penalty: 556.345093
	Iteration 8Q: 3 clusters Score -27291.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -27301.966797 Penalty: 556.345093
	Iteration 9Q: 3 clusters Score -27301.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -27309.695312 Penalty: 556.345093
	Iteration 10Q: 3 clusters Score -27309.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27315.957031 Penalty: 556.345093
	Iteration 11Q: 3 clusters Score -27315.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27317.822266 Penalty: 556.345093
	Iteration 12Q: 3 clusters Score -27317.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27318.242188 Penalty: 556.345093
	Iteration 13Q: 3 clusters Score -27318.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27318.398438 Penalty: 556.345093
	Iteration 14Q: 3 clusters Score -27318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27318.398438 Penalty: 556.345093
	Iteration 15F: 3 clusters Score -27318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -33192.046875 Penalty: 285.928101
	Iteration 0F: 2 clusters Score -33192.05 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 253 members 
Entering Unmasked Estep 
Score: -32674.390625 Penalty: 571.856201
	Iteration 0F: 3 clusters Score -32674.39 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32826.441406 Penalty: 571.856201
	Iteration 1F: 3 clusters Score -32826.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32873.355469 Penalty: 571.856201
	Iteration 2F: 3 clusters Score -32873.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32914.429688 Penalty: 571.856201
	Iteration 3F: 3 clusters Score -32914.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32944.296875 Penalty: 571.856201
	Iteration 4F: 3 clusters Score -32944.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32966.101562 Penalty: 571.856201
	Iteration 5Q: 3 clusters Score -32966.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32980.089844 Penalty: 571.856201
	Iteration 6Q: 3 clusters Score -32980.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -32992.875000 Penalty: 571.856201
	Iteration 7Q: 3 clusters Score -32992.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -33000.761719 Penalty: 571.856201
	Iteration 8Q: 3 clusters Score -33000.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -33004.906250 Penalty: 571.856201
	Iteration 9Q: 3 clusters Score -33004.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -33005.441406 Penalty: 571.856201
	Iteration 10Q: 3 clusters Score -33005.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -33006.312500 Penalty: 571.856201
	Iteration 11Q: 3 clusters Score -33006.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -33008.187500 Penalty: 571.856201
	Iteration 12Q: 3 clusters Score -33008.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -33010.710938 Penalty: 571.856201
	Iteration 13Q: 3 clusters Score -33010.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -33011.648438 Penalty: 571.856201
	Iteration 14Q: 3 clusters Score -33011.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -33011.648438 Penalty: 571.856201
	Iteration 15F: 3 clusters Score -33011.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -23236.220703 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -23236.22 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 198 members 
Entering Unmasked Estep 
Score: -22833.996094 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -22834 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22949.408203 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -22949.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23017.437500 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -23017.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23082.103516 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -23082.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23125.164062 Penalty: 539.107300
	Iteration 4F: 3 clusters Score -23125.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23154.978516 Penalty: 539.107300
	Iteration 5F: 3 clusters Score -23154.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23186.533203 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -23186.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23220.917969 Penalty: 539.107300
	Iteration 7F: 3 clusters Score -23220.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23238.347656 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -23238.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23242.738281 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -23242.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23242.738281 Penalty: 539.107300
	Iteration 10F: 3 clusters Score -23242.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 95 members 
Entering Unmasked Estep 
Score: -14137047.000000 Penalty: 53417.542969
Splitting cluster 14 changes total score from -14137201.000000 to -14137047.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -54943.812500 Penalty: 303.749969
	Iteration 0F: 2 clusters Score -54943.81 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 403 members 
Entering Unmasked Estep 
Score: -54266.531250 Penalty: 607.499939
	Iteration 0F: 3 clusters Score -54266.53 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54561.558594 Penalty: 607.499939
	Iteration 1F: 3 clusters Score -54561.56 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -54658.968750 Penalty: 607.499939
	Iteration 2F: 3 clusters Score -54658.97 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -54754.593750 Penalty: 607.499939
	Iteration 3F: 3 clusters Score -54754.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -54834.289062 Penalty: 607.499939
	Iteration 4F: 3 clusters Score -54834.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -54881.882812 Penalty: 607.499939
	Iteration 5F: 3 clusters Score -54881.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -54898.406250 Penalty: 607.499939
	Iteration 6Q: 3 clusters Score -54898.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -54925.457031 Penalty: 607.499939
	Iteration 7Q: 3 clusters Score -54925.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -54943.828125 Penalty: 607.499939
	Iteration 8Q: 3 clusters Score -54943.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -54955.171875 Penalty: 607.499939
	Iteration 9Q: 3 clusters Score -54955.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -54962.792969 Penalty: 607.499939
	Iteration 10Q: 3 clusters Score -54962.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -54970.453125 Penalty: 607.499939
	Iteration 11Q: 3 clusters Score -54970.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54977.460938 Penalty: 607.499939
	Iteration 12Q: 3 clusters Score -54977.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -54991.347656 Penalty: 607.499939
	Iteration 13Q: 3 clusters Score -54991.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -55000.769531 Penalty: 607.499939
	Iteration 14Q: 3 clusters Score -55000.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -55004.667969 Penalty: 607.499939
	Iteration 15Q: 3 clusters Score -55004.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -55011.238281 Penalty: 607.499939
	Iteration 16Q: 3 clusters Score -55011.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -55017.046875 Penalty: 607.499939
	Iteration 17Q: 3 clusters Score -55017.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -55024.324219 Penalty: 607.499939
	Iteration 18Q: 3 clusters Score -55024.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -55027.390625 Penalty: 607.499939
	Iteration 19Q: 3 clusters Score -55027.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -55029.046875 Penalty: 607.499939
	Iteration 20F: 3 clusters Score -55029.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -55029.746094 Penalty: 607.499939
	Iteration 21Q: 3 clusters Score -55029.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -55030.507812 Penalty: 607.499939
	Iteration 22Q: 3 clusters Score -55030.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -55030.507812 Penalty: 607.499939
	Iteration 23F: 3 clusters Score -55030.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 491 members 
Entering Unmasked Estep 
Score: -14137170.000000 Penalty: 53417.542969
Splitting cluster 15 changes total score from -14137201.000000 to -14137170.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -93371.992188 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -93371.99 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 792 members 
Entering Unmasked Estep 
Score: -92191.007812 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -92191.01 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -92593.164062 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -92593.16 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -92724.906250 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -92724.91 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92846.359375 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -92846.36 nChanged 113
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: -92940.796875 Penalty: 673.623108
	Iteration 4F: 3 clusters Score -92940.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93015.875000 Penalty: 673.623108
	Iteration 5F: 3 clusters Score -93015.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93084.054688 Penalty: 673.623108
	Iteration 6Q: 3 clusters Score -93084.05 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93142.843750 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -93142.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93175.257812 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -93175.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93195.875000 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -93195.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -93207.453125 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -93207.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -93215.875000 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -93215.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -93223.890625 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -93223.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -93228.968750 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -93228.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -93234.585938 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -93234.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -93237.859375 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -93237.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -93239.023438 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -93239.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -93239.398438 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -93239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -93239.398438 Penalty: 673.623108
	Iteration 18F: 3 clusters Score -93239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -12436.503906 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -12436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12119.411133 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -12119.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12218.598633 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -12218.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12241.069336 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -12241.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12252.176758 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -12252.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12261.247070 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -12261.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12268.111328 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -12268.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12273.325195 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -12273.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12274.816406 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -12274.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12279.553711 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -12279.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12282.313477 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -12282.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12292.626953 Penalty: 497.208710
	Iteration 10Q: 3 clusters Score -12292.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12298.775391 Penalty: 497.208710
	Iteration 11Q: 3 clusters Score -12298.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12298.775391 Penalty: 497.208710
	Iteration 12F: 3 clusters Score -12298.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -42019.531250 Penalty: 301.334503
	Iteration 0F: 2 clusters Score -42019.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -41389.093750 Penalty: 602.669006
	Iteration 0F: 3 clusters Score -41389.09 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -41603.882812 Penalty: 602.669006
	Iteration 1F: 3 clusters Score -41603.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -41650.597656 Penalty: 602.669006
	Iteration 2F: 3 clusters Score -41650.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -41676.214844 Penalty: 602.669006
	Iteration 3F: 3 clusters Score -41676.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -41694.621094 Penalty: 602.669006
	Iteration 4Q: 3 clusters Score -41694.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -41710.417969 Penalty: 602.669006
	Iteration 5Q: 3 clusters Score -41710.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -41725.644531 Penalty: 602.669006
	Iteration 6Q: 3 clusters Score -41725.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -41736.933594 Penalty: 602.669006
	Iteration 7Q: 3 clusters Score -41736.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -41746.015625 Penalty: 602.669006
	Iteration 8Q: 3 clusters Score -41746.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -41751.121094 Penalty: 602.669006
	Iteration 9Q: 3 clusters Score -41751.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -41752.667969 Penalty: 602.669006
	Iteration 10Q: 3 clusters Score -41752.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -41754.621094 Penalty: 602.669006
	Iteration 11Q: 3 clusters Score -41754.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41756.312500 Penalty: 602.669006
	Iteration 12Q: 3 clusters Score -41756.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -41757.105469 Penalty: 602.669006
	Iteration 13Q: 3 clusters Score -41757.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -41758.582031 Penalty: 602.669006
	Iteration 14Q: 3 clusters Score -41758.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -41760.164062 Penalty: 602.669006
	Iteration 15Q: 3 clusters Score -41760.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -41761.550781 Penalty: 602.669006
	Iteration 16Q: 3 clusters Score -41761.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -41761.835938 Penalty: 602.669006
	Iteration 17Q: 3 clusters Score -41761.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -41761.835938 Penalty: 602.669006
	Iteration 18F: 3 clusters Score -41761.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -24811.355469 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -24811.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24382.646484 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -24382.65 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24603.785156 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -24603.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24681.263672 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -24681.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24721.632812 Penalty: 561.624756
	Iteration 3F: 3 clusters Score -24721.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24746.523438 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -24746.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24757.435547 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -24757.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24768.322266 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -24768.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -24782.542969 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -24782.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24800.230469 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -24800.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24818.818359 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -24818.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24835.740234 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -24835.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24838.802734 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -24838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24840.556641 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -24840.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24841.222656 Penalty: 561.624756
	Iteration 13Q: 3 clusters Score -24841.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24841.857422 Penalty: 561.624756
	Iteration 14Q: 3 clusters Score -24841.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24842.337891 Penalty: 561.624756
	Iteration 15Q: 3 clusters Score -24842.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24842.976562 Penalty: 561.624756
	Iteration 16Q: 3 clusters Score -24842.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24842.976562 Penalty: 561.624756
	Iteration 17F: 3 clusters Score -24842.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 154 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 325 members 
Entering Unmasked Estep 
Score: -14137084.000000 Penalty: 53417.542969
Splitting cluster 19 changes total score from -14137201.000000 to -14137084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -72794.242188 Penalty: 323.758972
	Iteration 0F: 2 clusters Score -72794.24 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 620 members 
Entering Unmasked Estep 
Score: -71815.367188 Penalty: 647.517944
	Iteration 0F: 3 clusters Score -71815.37 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -72105.375000 Penalty: 647.517944
	Iteration 1F: 3 clusters Score -72105.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -72205.898438 Penalty: 647.517944
	Iteration 2F: 3 clusters Score -72205.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -72307.703125 Penalty: 647.517944
	Iteration 3F: 3 clusters Score -72307.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -72386.710938 Penalty: 647.517944
	Iteration 4F: 3 clusters Score -72386.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -72451.164062 Penalty: 647.517944
	Iteration 5F: 3 clusters Score -72451.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -72503.554688 Penalty: 647.517944
	Iteration 6Q: 3 clusters Score -72503.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -72545.726562 Penalty: 647.517944
	Iteration 7Q: 3 clusters Score -72545.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -72570.406250 Penalty: 647.517944
	Iteration 8Q: 3 clusters Score -72570.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -72580.789062 Penalty: 647.517944
	Iteration 9Q: 3 clusters Score -72580.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -72587.765625 Penalty: 647.517944
	Iteration 10Q: 3 clusters Score -72587.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -72590.828125 Penalty: 647.517944
	Iteration 11Q: 3 clusters Score -72590.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -72593.101562 Penalty: 647.517944
	Iteration 12Q: 3 clusters Score -72593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -72594.164062 Penalty: 647.517944
	Iteration 13Q: 3 clusters Score -72594.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -72595.140625 Penalty: 647.517944
	Iteration 14Q: 3 clusters Score -72595.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -72595.664062 Penalty: 647.517944
	Iteration 15Q: 3 clusters Score -72595.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -72595.664062 Penalty: 647.517944
	Iteration 16F: 3 clusters Score -72595.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -26385.222656 Penalty: 294.702240
	Iteration 0F: 2 clusters Score -26385.22 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 333 members 
Entering Unmasked Estep 
Score: -25825.644531 Penalty: 589.404480
	Iteration 0F: 3 clusters Score -25825.64 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -26060.691406 Penalty: 589.404480
	Iteration 1F: 3 clusters Score -26060.69 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -26176.730469 Penalty: 589.404480
	Iteration 2F: 3 clusters Score -26176.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -26250.861328 Penalty: 589.404480
	Iteration 3F: 3 clusters Score -26250.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -26308.046875 Penalty: 589.404480
	Iteration 4Q: 3 clusters Score -26308.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -26358.607422 Penalty: 589.404480
	Iteration 5F: 3 clusters Score -26358.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26396.726562 Penalty: 589.404480
	Iteration 6Q: 3 clusters Score -26396.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26410.279297 Penalty: 589.404480
	Iteration 7Q: 3 clusters Score -26410.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26414.568359 Penalty: 589.404480
	Iteration 8Q: 3 clusters Score -26414.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26417.673828 Penalty: 589.404480
	Iteration 9Q: 3 clusters Score -26417.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26419.787109 Penalty: 589.404480
	Iteration 10Q: 3 clusters Score -26419.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26420.876953 Penalty: 589.404480
	Iteration 11Q: 3 clusters Score -26420.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26420.876953 Penalty: 589.404480
	Iteration 12F: 3 clusters Score -26420.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 398 members 
Entering Unmasked Estep 
Score: -14137102.000000 Penalty: 53417.542969
Splitting cluster 21 changes total score from -14137201.000000 to -14137102.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -49440.570312 Penalty: 312.587433
	Iteration 0F: 2 clusters Score -49440.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -48650.472656 Penalty: 625.174866
	Iteration 0F: 3 clusters Score -48650.47 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -49051.242188 Penalty: 625.174866
	Iteration 1F: 3 clusters Score -49051.24 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -49214.800781 Penalty: 625.174866
	Iteration 2F: 3 clusters Score -49214.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -49314.000000 Penalty: 625.174866
	Iteration 3F: 3 clusters Score -49314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -49380.738281 Penalty: 625.174866
	Iteration 4F: 3 clusters Score -49380.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -49418.437500 Penalty: 625.174866
	Iteration 5Q: 3 clusters Score -49418.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -49427.320312 Penalty: 625.174866
	Iteration 6Q: 3 clusters Score -49427.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -49432.101562 Penalty: 625.174866
	Iteration 7Q: 3 clusters Score -49432.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -49434.300781 Penalty: 625.174866
	Iteration 8Q: 3 clusters Score -49434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -49434.667969 Penalty: 625.174866
	Iteration 9Q: 3 clusters Score -49434.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -49434.667969 Penalty: 625.174866
	Iteration 10F: 3 clusters Score -49434.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Entering Unmasked Estep 
Score: -463289.000000 Penalty: 410.876648
	Iteration 0F: 2 clusters Score -463289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -457788.406250 Penalty: 821.753296
	Iteration 0F: 3 clusters Score -457788.4 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -460252.218750 Penalty: 821.753296
	Iteration 1F: 3 clusters Score -460252.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -460579.781250 Penalty: 821.753296
	Iteration 2F: 3 clusters Score -460579.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -460896.593750 Penalty: 821.753296
	Iteration 3F: 3 clusters Score -460896.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -461183.750000 Penalty: 821.753296
	Iteration 4F: 3 clusters Score -461183.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -461483.000000 Penalty: 821.753296
	Iteration 5F: 3 clusters Score -461483 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -461780.468750 Penalty: 821.753296
	Iteration 6F: 3 clusters Score -461780.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -462050.093750 Penalty: 821.753296
	Iteration 7Q: 3 clusters Score -462050.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -462302.812500 Penalty: 821.753296
	Iteration 8Q: 3 clusters Score -462302.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -462489.875000 Penalty: 821.753296
	Iteration 9Q: 3 clusters Score -462489.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -462650.187500 Penalty: 821.753296
	Iteration 10Q: 3 clusters Score -462650.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -462761.906250 Penalty: 821.753296
	Iteration 11Q: 3 clusters Score -462761.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -462841.718750 Penalty: 821.753296
	Iteration 12Q: 3 clusters Score -462841.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -462901.718750 Penalty: 821.753296
	Iteration 13Q: 3 clusters Score -462901.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -462931.906250 Penalty: 821.753296
	Iteration 14Q: 3 clusters Score -462931.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -462959.312500 Penalty: 821.753296
	Iteration 15Q: 3 clusters Score -462959.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -462972.843750 Penalty: 821.753296
	Iteration 16Q: 3 clusters Score -462972.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -462982.718750 Penalty: 821.753296
	Iteration 17Q: 3 clusters Score -462982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -462983.437500 Penalty: 821.753296
	Iteration 18Q: 3 clusters Score -462983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -462984.093750 Penalty: 821.753296
	Iteration 19Q: 3 clusters Score -462984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -462984.093750 Penalty: 821.753296
	Iteration 20F: 3 clusters Score -462984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -105282.156250 Penalty: 339.084320
	Iteration 0F: 2 clusters Score -105282.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -104021.976562 Penalty: 678.168640
	Iteration 0F: 3 clusters Score -104022 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -104394.125000 Penalty: 678.168640
	Iteration 1F: 3 clusters Score -104394.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -104484.656250 Penalty: 678.168640
	Iteration 2F: 3 clusters Score -104484.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -104567.312500 Penalty: 678.168640
	Iteration 3F: 3 clusters Score -104567.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -104650.601562 Penalty: 678.168640
	Iteration 4F: 3 clusters Score -104650.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -104736.039062 Penalty: 678.168640
	Iteration 5Q: 3 clusters Score -104736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -104806.968750 Penalty: 678.168640
	Iteration 6Q: 3 clusters Score -104807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -104838.062500 Penalty: 678.168640
	Iteration 7Q: 3 clusters Score -104838.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -104867.539062 Penalty: 678.168640
	Iteration 8Q: 3 clusters Score -104867.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -104893.531250 Penalty: 678.168640
	Iteration 9Q: 3 clusters Score -104893.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -104914.132812 Penalty: 678.168640
	Iteration 10Q: 3 clusters Score -104914.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -104928.132812 Penalty: 678.168640
	Iteration 11Q: 3 clusters Score -104928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -104939.437500 Penalty: 678.168640
	Iteration 12Q: 3 clusters Score -104939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -104947.414062 Penalty: 678.168640
	Iteration 13Q: 3 clusters Score -104947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -104950.562500 Penalty: 678.168640
	Iteration 14Q: 3 clusters Score -104950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -104953.742188 Penalty: 678.168640
	Iteration 15Q: 3 clusters Score -104953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -104958.406250 Penalty: 678.168640
	Iteration 16Q: 3 clusters Score -104958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -104960.984375 Penalty: 678.168640
	Iteration 17Q: 3 clusters Score -104961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -104962.617188 Penalty: 678.168640
	Iteration 18Q: 3 clusters Score -104962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -104964.960938 Penalty: 678.168640
	Iteration 19Q: 3 clusters Score -104965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -104966.656250 Penalty: 678.168640
	Iteration 20F: 3 clusters Score -104966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -104968.257812 Penalty: 678.168640
	Iteration 21Q: 3 clusters Score -104968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -104971.710938 Penalty: 678.168640
	Iteration 22Q: 3 clusters Score -104971.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -104974.679688 Penalty: 678.168640
	Iteration 23Q: 3 clusters Score -104974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -104978.554688 Penalty: 678.168640
	Iteration 24Q: 3 clusters Score -104978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -104983.304688 Penalty: 678.168640
	Iteration 25Q: 3 clusters Score -104983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -104986.851562 Penalty: 678.168640
	Iteration 26Q: 3 clusters Score -104986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -104990.289062 Penalty: 678.168640
	Iteration 27Q: 3 clusters Score -104990.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -104994.210938 Penalty: 678.168640
	Iteration 28Q: 3 clusters Score -104994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -104994.210938 Penalty: 678.168640
	Iteration 29F: 3 clusters Score -104994.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Entering Unmasked Estep 
Score: -1377963.375000 Penalty: 453.738159
	Iteration 0F: 2 clusters Score -1377963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1363806.375000 Penalty: 907.476318
	Iteration 0F: 3 clusters Score -1363806 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1369683.000000 Penalty: 907.476318
	Iteration 1F: 3 clusters Score -1369683 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1370107.000000 Penalty: 907.476318
	Iteration 2F: 3 clusters Score -1370107 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1370755.875000 Penalty: 907.476318
	Iteration 3F: 3 clusters Score -1370756 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1371831.375000 Penalty: 907.476318
	Iteration 4F: 3 clusters Score -1371831 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1373430.875000 Penalty: 907.476318
	Iteration 5F: 3 clusters Score -1373431 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1375125.875000 Penalty: 907.476318
	Iteration 6F: 3 clusters Score -1375126 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -1376393.625000 Penalty: 907.476318
	Iteration 7F: 3 clusters Score -1376394 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1377079.375000 Penalty: 907.476318
	Iteration 8Q: 3 clusters Score -1377079 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1377413.500000 Penalty: 907.476318
	Iteration 9Q: 3 clusters Score -1377414 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1377547.250000 Penalty: 907.476318
	Iteration 10Q: 3 clusters Score -1377547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1377613.375000 Penalty: 907.476318
	Iteration 11Q: 3 clusters Score -1377613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -1377641.750000 Penalty: 907.476318
	Iteration 12Q: 3 clusters Score -1377642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -1377653.375000 Penalty: 907.476318
	Iteration 13Q: 3 clusters Score -1377653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -1377662.625000 Penalty: 907.476318
	Iteration 14Q: 3 clusters Score -1377663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -1377670.750000 Penalty: 907.476318
	Iteration 15Q: 3 clusters Score -1377671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -1377679.375000 Penalty: 907.476318
	Iteration 16Q: 3 clusters Score -1377679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -1377686.625000 Penalty: 907.476318
	Iteration 17Q: 3 clusters Score -1377687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1377690.750000 Penalty: 907.476318
	Iteration 18Q: 3 clusters Score -1377691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1377695.625000 Penalty: 907.476318
	Iteration 19Q: 3 clusters Score -1377696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1377698.625000 Penalty: 907.476318
	Iteration 20F: 3 clusters Score -1377699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -1377698.875000 Penalty: 907.476318
	Iteration 21Q: 3 clusters Score -1377699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1377698.625000 Penalty: 907.476318
	Iteration 22Q: 3 clusters Score -1377699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1377698.250000 Penalty: 907.476318
	Iteration 23Q: 3 clusters Score -1377698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1377699.000000 Penalty: 907.476318
	Iteration 24Q: 3 clusters Score -1377699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -1377700.000000 Penalty: 907.476318
	Iteration 25Q: 3 clusters Score -1377700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1377701.250000 Penalty: 907.476318
	Iteration 26Q: 3 clusters Score -1377701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1377701.375000 Penalty: 907.476318
	Iteration 27Q: 3 clusters Score -1377701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1377701.375000 Penalty: 907.476318
	Iteration 28F: 3 clusters Score -1377701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -36976.003906 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -36976 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 318 members 
Entering Unmasked Estep 
Score: -36408.339844 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -36408.34 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36575.707031 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -36575.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36618.789062 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -36618.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36644.390625 Penalty: 590.793823
	Iteration 3F: 3 clusters Score -36644.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36657.746094 Penalty: 590.793823
	Iteration 4Q: 3 clusters Score -36657.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36671.042969 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -36671.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36678.660156 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -36678.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36683.617188 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -36683.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36690.222656 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -36690.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36703.082031 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -36703.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36708.675781 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -36708.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36713.226562 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -36713.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36716.621094 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -36716.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36722.871094 Penalty: 590.793823
	Iteration 13Q: 3 clusters Score -36722.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36726.691406 Penalty: 590.793823
	Iteration 14Q: 3 clusters Score -36726.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36733.960938 Penalty: 590.793823
	Iteration 15Q: 3 clusters Score -36733.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36739.199219 Penalty: 590.793823
	Iteration 16Q: 3 clusters Score -36739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36739.640625 Penalty: 590.793823
	Iteration 17Q: 3 clusters Score -36739.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36739.945312 Penalty: 590.793823
	Iteration 18Q: 3 clusters Score -36739.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36741.027344 Penalty: 590.793823
	Iteration 19Q: 3 clusters Score -36741.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36741.164062 Penalty: 590.793823
	Iteration 20F: 3 clusters Score -36741.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -6963.009277 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6963.009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6755.984375 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6755.984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6804.023926 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6804.024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6830.978027 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6830.978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6848.114258 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6848.114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6849.909668 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6849.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6849.909668 Penalty: 432.576691
	Iteration 5F: 3 clusters Score -6849.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -11075.675781 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -11075.68 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 132 members 
Entering Unmasked Estep 
Score: -10768.069336 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -10768.07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10971.941406 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -10971.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11138.042969 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -11138.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11260.538086 Penalty: 518.740356
	Iteration 3F: 3 clusters Score -11260.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11324.381836 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -11324.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11347.468750 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -11347.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11348.126953 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -11348.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11348.126953 Penalty: 518.740356
	Iteration 7F: 3 clusters Score -11348.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Entering Unmasked Estep 
Score: -14137304.000000 Penalty: 53417.542969
Splitting cluster 28 changes total score from -14137201.000000 to -14137304.000000
So it's getting split into cluster 95.
Entering ConstructFrom: 
Trying to split cluster 29 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -27829.119141 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -27829.12 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 240 members 
Entering Unmasked Estep 
Score: -27343.078125 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -27343.08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27474.486328 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -27474.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27504.000000 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -27504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27532.523438 Penalty: 567.509644
	Iteration 3Q: 3 clusters Score -27532.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27567.246094 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -27567.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27585.623047 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -27585.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27608.060547 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -27608.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27620.894531 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -27620.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27634.734375 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -27634.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27645.849609 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -27645.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27658.683594 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -27658.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27664.343750 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -27664.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27665.398438 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -27665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27666.808594 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -27666.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27668.033203 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -27668.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27668.755859 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -27668.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27669.351562 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -27669.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27669.351562 Penalty: 567.509644
	Iteration 17F: 3 clusters Score -27669.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -7396.833008 Penalty: 223.525803
	Iteration 0F: 2 clusters Score -7396.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7191.308105 Penalty: 447.051605
	Iteration 0F: 3 clusters Score -7191.308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7244.502930 Penalty: 447.051605
	Iteration 1F: 3 clusters Score -7244.503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7269.322754 Penalty: 447.051605
	Iteration 2F: 3 clusters Score -7269.323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7285.807129 Penalty: 447.051605
	Iteration 3Q: 3 clusters Score -7285.807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -7353.541504 Penalty: 447.051605
	Iteration 4F: 3 clusters Score -7353.542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -7396.444336 Penalty: 447.051605
	Iteration 5Q: 3 clusters Score -7396.444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7404.482910 Penalty: 447.051605
	Iteration 6Q: 3 clusters Score -7404.483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -7410.687012 Penalty: 447.051605
	Iteration 7Q: 3 clusters Score -7410.687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -7429.115723 Penalty: 447.051605
	Iteration 8Q: 3 clusters Score -7429.116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -7436.372559 Penalty: 447.051605
	Iteration 9Q: 3 clusters Score -7436.373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -7436.372559 Penalty: 447.051605
	Iteration 10F: 3 clusters Score -7436.373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 109 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 27 members 
Entering Unmasked Estep 
Score: -14137009.000000 Penalty: 53979.835938
Splitting cluster 30 changes total score from -14137201.000000 to -14137009.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -20262.207031 Penalty: 270.990601
	Iteration 0F: 2 clusters Score -20262.21 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 201 members 
Entering Unmasked Estep 
Score: -19874.394531 Penalty: 541.981201
	Iteration 0F: 3 clusters Score -19874.39 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20002.234375 Penalty: 541.981201
	Iteration 1F: 3 clusters Score -20002.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20049.416016 Penalty: 541.981201
	Iteration 2F: 3 clusters Score -20049.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20066.500000 Penalty: 541.981201
	Iteration 3Q: 3 clusters Score -20066.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20078.468750 Penalty: 541.981201
	Iteration 4Q: 3 clusters Score -20078.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20085.281250 Penalty: 541.981201
	Iteration 5Q: 3 clusters Score -20085.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20092.017578 Penalty: 541.981201
	Iteration 6Q: 3 clusters Score -20092.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20100.537109 Penalty: 541.981201
	Iteration 7Q: 3 clusters Score -20100.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20114.310547 Penalty: 541.981201
	Iteration 8Q: 3 clusters Score -20114.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20126.240234 Penalty: 541.981201
	Iteration 9Q: 3 clusters Score -20126.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20128.164062 Penalty: 541.981201
	Iteration 10Q: 3 clusters Score -20128.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20128.718750 Penalty: 541.981201
	Iteration 11Q: 3 clusters Score -20128.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20128.718750 Penalty: 541.981201
	Iteration 12F: 3 clusters Score -20128.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (92 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Entering Unmasked Estep 
Score: -4964.391602 Penalty: 205.741379
	Iteration 0F: 2 clusters Score -4964.392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4768.504883 Penalty: 411.482758
	Iteration 0F: 3 clusters Score -4768.505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4793.274414 Penalty: 411.482758
	Iteration 1F: 3 clusters Score -4793.274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4802.300781 Penalty: 411.482758
	Iteration 2Q: 3 clusters Score -4802.301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4805.046387 Penalty: 411.482758
	Iteration 3Q: 3 clusters Score -4805.046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4806.712402 Penalty: 411.482758
	Iteration 4Q: 3 clusters Score -4806.712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4809.922363 Penalty: 411.482758
	Iteration 5Q: 3 clusters Score -4809.922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4812.556641 Penalty: 411.482758
	Iteration 6Q: 3 clusters Score -4812.557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4819.510742 Penalty: 411.482758
	Iteration 7Q: 3 clusters Score -4819.511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4820.389160 Penalty: 411.482758
	Iteration 8Q: 3 clusters Score -4820.389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4820.389160 Penalty: 411.482758
	Iteration 9F: 3 clusters Score -4820.389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -14821.386719 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -14821.39 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 95 members 
Entering Unmasked Estep 
Score: -14528.947266 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -14528.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14606.511719 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -14606.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14659.841797 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -14659.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14671.476562 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -14671.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14677.600586 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -14677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14695.008789 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -14695.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14717.693359 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -14717.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14729.322266 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -14729.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14733.266602 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -14733.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14733.857422 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -14733.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14734.430664 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -14734.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14734.430664 Penalty: 482.600739
	Iteration 11F: 3 clusters Score -14734.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -8812.165039 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -8812.165 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 82 members 
Entering Unmasked Estep 
Score: -8561.867188 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -8561.867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8637.743164 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -8637.743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8653.119141 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -8653.119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8660.674805 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -8660.675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8667.110352 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -8667.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8674.735352 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -8674.735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8680.209961 Penalty: 468.949554
	Iteration 6Q: 3 clusters Score -8680.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8681.477539 Penalty: 468.949554
	Iteration 7Q: 3 clusters Score -8681.478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8681.866211 Penalty: 468.949554
	Iteration 8Q: 3 clusters Score -8681.866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8682.578125 Penalty: 468.949554
	Iteration 9Q: 3 clusters Score -8682.578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8682.578125 Penalty: 468.949554
	Iteration 10F: 3 clusters Score -8682.578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6244.090332 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6244.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6041.184082 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6041.184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6104.640625 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6104.641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6159.662598 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6159.663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6187.317871 Penalty: 445.021759
	Iteration 3F: 3 clusters Score -6187.318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6202.906250 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6202.906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6218.899414 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6218.899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6221.040527 Penalty: 445.021759
	Iteration 6Q: 3 clusters Score -6221.041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6225.078613 Penalty: 445.021759
	Iteration 7Q: 3 clusters Score -6225.079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6225.078613 Penalty: 445.021759
	Iteration 8F: 3 clusters Score -6225.079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4541.427734 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4541.428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4412.457031 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4412.457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4437.864746 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4437.865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4452.541016 Penalty: 397.619751
	Iteration 2Q: 3 clusters Score -4452.541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4455.034668 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -4455.035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4455.034668 Penalty: 397.619751
	Iteration 4F: 3 clusters Score -4455.035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Entering Unmasked Estep 
Score: -183054.796875 Penalty: 365.339203
	Iteration 0F: 2 clusters Score -183054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -180919.015625 Penalty: 730.678406
	Iteration 0F: 3 clusters Score -180919 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -181657.109375 Penalty: 730.678406
	Iteration 1F: 3 clusters Score -181657.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -181813.343750 Penalty: 730.678406
	Iteration 2F: 3 clusters Score -181813.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -181997.281250 Penalty: 730.678406
	Iteration 3F: 3 clusters Score -181997.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -182160.609375 Penalty: 730.678406
	Iteration 4F: 3 clusters Score -182160.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -182312.546875 Penalty: 730.678406
	Iteration 5F: 3 clusters Score -182312.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -182420.781250 Penalty: 730.678406
	Iteration 6Q: 3 clusters Score -182420.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -182520.031250 Penalty: 730.678406
	Iteration 7Q: 3 clusters Score -182520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -182578.484375 Penalty: 730.678406
	Iteration 8Q: 3 clusters Score -182578.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -182632.781250 Penalty: 730.678406
	Iteration 9Q: 3 clusters Score -182632.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -182661.734375 Penalty: 730.678406
	Iteration 10Q: 3 clusters Score -182661.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -182670.062500 Penalty: 730.678406
	Iteration 11Q: 3 clusters Score -182670.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -182686.562500 Penalty: 730.678406
	Iteration 12Q: 3 clusters Score -182686.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -182715.296875 Penalty: 730.678406
	Iteration 13Q: 3 clusters Score -182715.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -182736.687500 Penalty: 730.678406
	Iteration 14Q: 3 clusters Score -182736.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -182751.187500 Penalty: 730.678406
	Iteration 15Q: 3 clusters Score -182751.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -182760.078125 Penalty: 730.678406
	Iteration 16Q: 3 clusters Score -182760.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -182765.734375 Penalty: 730.678406
	Iteration 17Q: 3 clusters Score -182765.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -182766.781250 Penalty: 730.678406
	Iteration 18Q: 3 clusters Score -182766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -182767.406250 Penalty: 730.678406
	Iteration 19Q: 3 clusters Score -182767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -182768.156250 Penalty: 730.678406
	Iteration 20F: 3 clusters Score -182768.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -10452.591797 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -10452.59 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 108 members 
Entering Unmasked Estep 
Score: -10162.963867 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -10162.96 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10248.525391 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -10248.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10275.250000 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -10275.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10287.841797 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -10287.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10298.856445 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -10298.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10298.856445 Penalty: 487.449371
	Iteration 5F: 3 clusters Score -10298.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4931.455078 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4931.455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4718.207031 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4718.207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4771.333984 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4771.334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4803.295898 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -4803.296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4819.989258 Penalty: 430.192291
	Iteration 3F: 3 clusters Score -4819.989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4823.274902 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -4823.275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4826.077148 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -4826.077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4826.958008 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -4826.958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4826.958008 Penalty: 430.192291
	Iteration 7F: 3 clusters Score -4826.958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -63853.613281 Penalty: 318.014740
	Iteration 0F: 2 clusters Score -63853.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -62989.335938 Penalty: 636.029480
	Iteration 0F: 3 clusters Score -62989.34 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -63254.253906 Penalty: 636.029480
	Iteration 1F: 3 clusters Score -63254.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -63318.683594 Penalty: 636.029480
	Iteration 2F: 3 clusters Score -63318.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -63368.519531 Penalty: 636.029480
	Iteration 3F: 3 clusters Score -63368.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -63407.089844 Penalty: 636.029480
	Iteration 4F: 3 clusters Score -63407.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -63434.703125 Penalty: 636.029480
	Iteration 5Q: 3 clusters Score -63434.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -63448.933594 Penalty: 636.029480
	Iteration 6Q: 3 clusters Score -63448.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63459.777344 Penalty: 636.029480
	Iteration 7Q: 3 clusters Score -63459.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -63468.953125 Penalty: 636.029480
	Iteration 8Q: 3 clusters Score -63468.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -63476.093750 Penalty: 636.029480
	Iteration 9Q: 3 clusters Score -63476.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63484.265625 Penalty: 636.029480
	Iteration 10Q: 3 clusters Score -63484.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63488.386719 Penalty: 636.029480
	Iteration 11Q: 3 clusters Score -63488.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63490.980469 Penalty: 636.029480
	Iteration 12Q: 3 clusters Score -63490.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63493.234375 Penalty: 636.029480
	Iteration 13Q: 3 clusters Score -63493.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63496.421875 Penalty: 636.029480
	Iteration 14Q: 3 clusters Score -63496.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63501.781250 Penalty: 636.029480
	Iteration 15Q: 3 clusters Score -63501.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63505.566406 Penalty: 636.029480
	Iteration 16Q: 3 clusters Score -63505.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63507.683594 Penalty: 636.029480
	Iteration 17Q: 3 clusters Score -63507.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63508.937500 Penalty: 636.029480
	Iteration 18Q: 3 clusters Score -63508.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63510.433594 Penalty: 636.029480
	Iteration 19Q: 3 clusters Score -63510.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63513.183594 Penalty: 636.029480
	Iteration 20F: 3 clusters Score -63513.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63518.800781 Penalty: 636.029480
	Iteration 21Q: 3 clusters Score -63518.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63530.304688 Penalty: 636.029480
	Iteration 22Q: 3 clusters Score -63530.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63537.007812 Penalty: 636.029480
	Iteration 23Q: 3 clusters Score -63537.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63541.660156 Penalty: 636.029480
	Iteration 24Q: 3 clusters Score -63541.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63545.187500 Penalty: 636.029480
	Iteration 25Q: 3 clusters Score -63545.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63548.695312 Penalty: 636.029480
	Iteration 26Q: 3 clusters Score -63548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63552.644531 Penalty: 636.029480
	Iteration 27Q: 3 clusters Score -63552.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63556.085938 Penalty: 636.029480
	Iteration 28Q: 3 clusters Score -63556.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63558.687500 Penalty: 636.029480
	Iteration 29Q: 3 clusters Score -63558.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63560.375000 Penalty: 636.029480
	Iteration 30Q: 3 clusters Score -63560.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63565.132812 Penalty: 636.029480
	Iteration 31Q: 3 clusters Score -63565.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63568.484375 Penalty: 636.029480
	Iteration 32Q: 3 clusters Score -63568.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63572.210938 Penalty: 636.029480
	Iteration 33Q: 3 clusters Score -63572.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -63575.859375 Penalty: 636.029480
	Iteration 34Q: 3 clusters Score -63575.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63581.085938 Penalty: 636.029480
	Iteration 35Q: 3 clusters Score -63581.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63586.546875 Penalty: 636.029480
	Iteration 36Q: 3 clusters Score -63586.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -63593.812500 Penalty: 636.029480
	Iteration 37Q: 3 clusters Score -63593.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63601.445312 Penalty: 636.029480
	Iteration 38Q: 3 clusters Score -63601.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -63604.132812 Penalty: 636.029480
	Iteration 39Q: 3 clusters Score -63604.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -63606.765625 Penalty: 636.029480
	Iteration 40F: 3 clusters Score -63606.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -63611.062500 Penalty: 636.029480
	Iteration 41Q: 3 clusters Score -63611.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -63613.250000 Penalty: 636.029480
	Iteration 42Q: 3 clusters Score -63613.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -63614.703125 Penalty: 636.029480
	Iteration 43Q: 3 clusters Score -63614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63616.160156 Penalty: 636.029480
	Iteration 44Q: 3 clusters Score -63616.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -63617.929688 Penalty: 636.029480
	Iteration 45Q: 3 clusters Score -63617.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -63619.113281 Penalty: 636.029480
	Iteration 46Q: 3 clusters Score -63619.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -63619.457031 Penalty: 636.029480
	Iteration 47Q: 3 clusters Score -63619.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -63620.296875 Penalty: 636.029480
	Iteration 48Q: 3 clusters Score -63620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -63620.679688 Penalty: 636.029480
	Iteration 49Q: 3 clusters Score -63620.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -63620.773438 Penalty: 636.029480
	Iteration 50Q: 3 clusters Score -63620.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -63620.773438 Penalty: 636.029480
	Iteration 51F: 3 clusters Score -63620.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -35054.804688 Penalty: 280.430817
	Iteration 0F: 2 clusters Score -35054.8 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 216 members 
Entering Unmasked Estep 
Score: -34585.140625 Penalty: 560.861633
	Iteration 0F: 3 clusters Score -34585.14 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34702.179688 Penalty: 560.861633
	Iteration 1F: 3 clusters Score -34702.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34733.406250 Penalty: 560.861633
	Iteration 2F: 3 clusters Score -34733.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34781.445312 Penalty: 560.861633
	Iteration 3F: 3 clusters Score -34781.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34826.421875 Penalty: 560.861633
	Iteration 4F: 3 clusters Score -34826.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -34872.906250 Penalty: 560.861633
	Iteration 5Q: 3 clusters Score -34872.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34906.789062 Penalty: 560.861633
	Iteration 6Q: 3 clusters Score -34906.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34926.433594 Penalty: 560.861633
	Iteration 7Q: 3 clusters Score -34926.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34936.871094 Penalty: 560.861633
	Iteration 8Q: 3 clusters Score -34936.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34941.683594 Penalty: 560.861633
	Iteration 9Q: 3 clusters Score -34941.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34945.750000 Penalty: 560.861633
	Iteration 10Q: 3 clusters Score -34945.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34951.328125 Penalty: 560.861633
	Iteration 11Q: 3 clusters Score -34951.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34953.593750 Penalty: 560.861633
	Iteration 12Q: 3 clusters Score -34953.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34955.734375 Penalty: 560.861633
	Iteration 13Q: 3 clusters Score -34955.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34956.082031 Penalty: 560.861633
	Iteration 14Q: 3 clusters Score -34956.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34956.082031 Penalty: 560.861633
	Iteration 15F: 3 clusters Score -34956.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -8422.214844 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -8422.215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8187.718262 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -8187.718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8246.832031 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -8246.832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8289.601562 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -8289.602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8299.137695 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -8299.138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8304.582031 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -8304.582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8307.189453 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -8307.189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8308.734375 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -8308.734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8310.367188 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -8310.367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8310.367188 Penalty: 441.534760
	Iteration 8F: 3 clusters Score -8310.367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -130355.210938 Penalty: 345.909271
	Iteration 0F: 2 clusters Score -130355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -128905.953125 Penalty: 691.818542
	Iteration 0F: 3 clusters Score -128906 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -129396.351562 Penalty: 691.818542
	Iteration 1F: 3 clusters Score -129396.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -129507.625000 Penalty: 691.818542
	Iteration 2F: 3 clusters Score -129507.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -129616.000000 Penalty: 691.818542
	Iteration 3F: 3 clusters Score -129616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -129711.625000 Penalty: 691.818542
	Iteration 4F: 3 clusters Score -129711.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -129802.148438 Penalty: 691.818542
	Iteration 5F: 3 clusters Score -129802.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -129856.742188 Penalty: 691.818542
	Iteration 6Q: 3 clusters Score -129856.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -129912.289062 Penalty: 691.818542
	Iteration 7Q: 3 clusters Score -129912.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -129951.578125 Penalty: 691.818542
	Iteration 8Q: 3 clusters Score -129951.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -129971.187500 Penalty: 691.818542
	Iteration 9Q: 3 clusters Score -129971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -129984.390625 Penalty: 691.818542
	Iteration 10Q: 3 clusters Score -129984.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -130001.109375 Penalty: 691.818542
	Iteration 11Q: 3 clusters Score -130001.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -130007.687500 Penalty: 691.818542
	Iteration 12Q: 3 clusters Score -130007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -130010.164062 Penalty: 691.818542
	Iteration 13Q: 3 clusters Score -130010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -130015.773438 Penalty: 691.818542
	Iteration 14Q: 3 clusters Score -130015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -130019.218750 Penalty: 691.818542
	Iteration 15Q: 3 clusters Score -130019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -130019.976562 Penalty: 691.818542
	Iteration 16Q: 3 clusters Score -130020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -130021.773438 Penalty: 691.818542
	Iteration 17Q: 3 clusters Score -130021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -130023.023438 Penalty: 691.818542
	Iteration 18Q: 3 clusters Score -130023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -130027.117188 Penalty: 691.818542
	Iteration 19Q: 3 clusters Score -130027.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -130033.109375 Penalty: 691.818542
	Iteration 20F: 3 clusters Score -130033.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -130037.320312 Penalty: 691.818542
	Iteration 21Q: 3 clusters Score -130037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -130040.023438 Penalty: 691.818542
	Iteration 22Q: 3 clusters Score -130040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -130043.195312 Penalty: 691.818542
	Iteration 23Q: 3 clusters Score -130043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -130045.718750 Penalty: 691.818542
	Iteration 24Q: 3 clusters Score -130045.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -130050.664062 Penalty: 691.818542
	Iteration 25Q: 3 clusters Score -130050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -130052.625000 Penalty: 691.818542
	Iteration 26Q: 3 clusters Score -130052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -130054.718750 Penalty: 691.818542
	Iteration 27Q: 3 clusters Score -130054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -130058.875000 Penalty: 691.818542
	Iteration 28Q: 3 clusters Score -130058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -130063.851562 Penalty: 691.818542
	Iteration 29Q: 3 clusters Score -130063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -130066.976562 Penalty: 691.818542
	Iteration 30Q: 3 clusters Score -130067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -130068.695312 Penalty: 691.818542
	Iteration 31Q: 3 clusters Score -130068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -130068.945312 Penalty: 691.818542
	Iteration 32Q: 3 clusters Score -130068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -130069.226562 Penalty: 691.818542
	Iteration 33Q: 3 clusters Score -130069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -130069.226562 Penalty: 691.818542
	Iteration 34F: 3 clusters Score -130069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -19026.679688 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -19026.68 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 111 members 
Entering Unmasked Estep 
Score: -18713.703125 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -18713.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18778.212891 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -18778.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18795.134766 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -18795.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18811.189453 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -18811.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18826.912109 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -18826.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18831.060547 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -18831.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18833.142578 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -18833.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18834.986328 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -18834.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18834.986328 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -18834.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3553.170898 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3553.171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3395.579102 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3395.579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3412.486328 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3412.486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3415.325928 Penalty: 383.975189
	Iteration 2Q: 3 clusters Score -3415.326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3415.325928 Penalty: 383.975189
	Iteration 3F: 3 clusters Score -3415.326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -5344.431152 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -5344.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5170.875000 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -5170.875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5344.627930 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -5344.628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5389.866211 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -5389.866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5403.712891 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -5403.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5403.712891 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -5403.713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 96 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 571 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 51 members 
Entering Unmasked Estep 
Score: -14137033.000000 Penalty: 53979.835938
Splitting cluster 46 changes total score from -14137201.000000 to -14137033.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -18791.904297 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -18791.9 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 177 members 
Entering Unmasked Estep 
Score: -18394.814453 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -18394.81 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18478.183594 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -18478.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18492.310547 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -18492.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18502.626953 Penalty: 535.382324
	Iteration 3Q: 3 clusters Score -18502.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18513.083984 Penalty: 535.382324
	Iteration 4Q: 3 clusters Score -18513.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18521.080078 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -18521.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18529.498047 Penalty: 535.382324
	Iteration 6Q: 3 clusters Score -18529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18536.707031 Penalty: 535.382324
	Iteration 7Q: 3 clusters Score -18536.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18546.718750 Penalty: 535.382324
	Iteration 8Q: 3 clusters Score -18546.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18550.625000 Penalty: 535.382324
	Iteration 9Q: 3 clusters Score -18550.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18553.974609 Penalty: 535.382324
	Iteration 10Q: 3 clusters Score -18553.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18555.390625 Penalty: 535.382324
	Iteration 11Q: 3 clusters Score -18555.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18557.527344 Penalty: 535.382324
	Iteration 12Q: 3 clusters Score -18557.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18558.449219 Penalty: 535.382324
	Iteration 13Q: 3 clusters Score -18558.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18558.916016 Penalty: 535.382324
	Iteration 14Q: 3 clusters Score -18558.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18558.916016 Penalty: 535.382324
	Iteration 15F: 3 clusters Score -18558.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -21171.310547 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -21171.31 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: -20812.738281 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -20812.74 nChanged 108
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: -20916.492188 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -20916.49 nChanged 27
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: -20971.804688 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -20971.8 nChanged 24
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: -21000.734375 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -21000.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21007.767578 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -21007.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21011.787109 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -21011.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21012.619141 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -21012.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21012.619141 Penalty: 524.060059
	Iteration 7F: 3 clusters Score -21012.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -116790.109375 Penalty: 343.315216
	Iteration 0F: 2 clusters Score -116790.1 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 1001 members 
Entering Unmasked Estep 
Score: -115407.031250 Penalty: 686.630432
	Iteration 0F: 3 clusters Score -115407 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -115913.039062 Penalty: 686.630432
	Iteration 1F: 3 clusters Score -115913 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -116020.687500 Penalty: 686.630432
	Iteration 2F: 3 clusters Score -116020.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -116114.453125 Penalty: 686.630432
	Iteration 3F: 3 clusters Score -116114.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -116216.976562 Penalty: 686.630432
	Iteration 4F: 3 clusters Score -116217 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -116327.148438 Penalty: 686.630432
	Iteration 5F: 3 clusters Score -116327.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -116414.320312 Penalty: 686.630432
	Iteration 6Q: 3 clusters Score -116414.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -116468.070312 Penalty: 686.630432
	Iteration 7Q: 3 clusters Score -116468.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -116493.453125 Penalty: 686.630432
	Iteration 8Q: 3 clusters Score -116493.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -116504.343750 Penalty: 686.630432
	Iteration 9Q: 3 clusters Score -116504.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -116508.250000 Penalty: 686.630432
	Iteration 10Q: 3 clusters Score -116508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -116508.531250 Penalty: 686.630432
	Iteration 11Q: 3 clusters Score -116508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -116508.812500 Penalty: 686.630432
	Iteration 12Q: 3 clusters Score -116508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -116508.812500 Penalty: 686.630432
	Iteration 13F: 3 clusters Score -116508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -17358.238281 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -17358.24 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 132 members 
Entering Unmasked Estep 
Score: -17003.943359 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -17003.94 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17136.125000 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -17136.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17228.042969 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -17228.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17277.636719 Penalty: 519.347046
	Iteration 3F: 3 clusters Score -17277.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17301.658203 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -17301.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17318.126953 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -17318.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17332.931641 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -17332.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17351.074219 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -17351.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17352.107422 Penalty: 519.347046
	Iteration 8Q: 3 clusters Score -17352.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17352.107422 Penalty: 519.347046
	Iteration 9F: 3 clusters Score -17352.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13975.460938 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13975.46 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 105 members 
Entering Unmasked Estep 
Score: -13688.610352 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -13688.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13739.733398 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -13739.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13767.180664 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -13767.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13795.879883 Penalty: 487.019104
	Iteration 3F: 3 clusters Score -13795.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13813.519531 Penalty: 487.019104
	Iteration 4F: 3 clusters Score -13813.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13827.228516 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -13827.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13832.920898 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13832.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13840.106445 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -13840.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13851.256836 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -13851.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13859.914062 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -13859.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13864.803711 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -13864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13864.803711 Penalty: 487.019104
	Iteration 11F: 3 clusters Score -13864.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -35959.765625 Penalty: 288.806213
	Iteration 0F: 2 clusters Score -35959.77 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 280 members 
Entering Unmasked Estep 
Score: -35452.156250 Penalty: 577.612427
	Iteration 0F: 3 clusters Score -35452.16 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35817.808594 Penalty: 577.612427
	Iteration 1F: 3 clusters Score -35817.81 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36071.058594 Penalty: 577.612427
	Iteration 2F: 3 clusters Score -36071.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36136.417969 Penalty: 577.612427
	Iteration 3F: 3 clusters Score -36136.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36158.464844 Penalty: 577.612427
	Iteration 4Q: 3 clusters Score -36158.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36167.644531 Penalty: 577.612427
	Iteration 5Q: 3 clusters Score -36167.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36177.660156 Penalty: 577.612427
	Iteration 6Q: 3 clusters Score -36177.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36183.507812 Penalty: 577.612427
	Iteration 7Q: 3 clusters Score -36183.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36193.253906 Penalty: 577.612427
	Iteration 8Q: 3 clusters Score -36193.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36200.066406 Penalty: 577.612427
	Iteration 9Q: 3 clusters Score -36200.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36205.570312 Penalty: 577.612427
	Iteration 10Q: 3 clusters Score -36205.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36207.191406 Penalty: 577.612427
	Iteration 11Q: 3 clusters Score -36207.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36207.625000 Penalty: 577.612427
	Iteration 12Q: 3 clusters Score -36207.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36208.203125 Penalty: 577.612427
	Iteration 13Q: 3 clusters Score -36208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36208.484375 Penalty: 577.612427
	Iteration 14Q: 3 clusters Score -36208.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36208.484375 Penalty: 577.612427
	Iteration 15F: 3 clusters Score -36208.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 324 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Entering Unmasked Estep 
Score: -14137260.000000 Penalty: 53979.835938
Splitting cluster 52 changes total score from -14137201.000000 to -14137260.000000
So it's getting split into cluster 96.
Entering ConstructFrom: 
Trying to split cluster 53 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7616.842773 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7616.843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7379.406250 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7379.406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7435.672852 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7435.673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7451.152832 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -7451.153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7460.091309 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7460.091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7460.091309 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -7460.091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -20346.201172 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -20346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19939.523438 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -19939.52 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20036.312500 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -20036.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20062.232422 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -20062.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20083.154297 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -20083.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20094.501953 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -20094.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20103.505859 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -20103.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20107.656250 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -20107.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20111.427734 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -20111.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20114.091797 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -20114.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20116.064453 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -20116.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20123.867188 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -20123.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20130.750000 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -20130.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20135.871094 Penalty: 536.390686
	Iteration 12Q: 3 clusters Score -20135.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20140.125000 Penalty: 536.390686
	Iteration 13Q: 3 clusters Score -20140.12 nChanged 4
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: -20144.126953 Penalty: 536.390686
	Iteration 14Q: 3 clusters Score -20144.13 nChanged 3
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: -20146.183594 Penalty: 536.390686
	Iteration 15Q: 3 clusters Score -20146.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20147.791016 Penalty: 536.390686
	Iteration 16Q: 3 clusters Score -20147.79 nChanged 1
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: -20148.591797 Penalty: 536.390686
	Iteration 17Q: 3 clusters Score -20148.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20149.818359 Penalty: 536.390686
	Iteration 18Q: 3 clusters Score -20149.82 nChanged 1
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: -20150.107422 Penalty: 536.390686
	Iteration 19Q: 3 clusters Score -20150.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20151.531250 Penalty: 536.390686
	Iteration 20F: 3 clusters Score -20151.53 nChanged 1
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: -20153.595703 Penalty: 536.390686
	Iteration 21Q: 3 clusters Score -20153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20156.011719 Penalty: 536.390686
	Iteration 22Q: 3 clusters Score -20156.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20157.810547 Penalty: 536.390686
	Iteration 23Q: 3 clusters Score -20157.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20160.419922 Penalty: 536.390686
	Iteration 24Q: 3 clusters Score -20160.42 nChanged 5
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: -20164.238281 Penalty: 536.390686
	Iteration 25Q: 3 clusters Score -20164.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20169.132812 Penalty: 536.390686
	Iteration 26Q: 3 clusters Score -20169.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20177.500000 Penalty: 536.390686
	Iteration 27Q: 3 clusters Score -20177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20182.843750 Penalty: 536.390686
	Iteration 28Q: 3 clusters Score -20182.84 nChanged 5
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: -20188.169922 Penalty: 536.390686
	Iteration 29Q: 3 clusters Score -20188.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20201.724609 Penalty: 536.390686
	Iteration 30Q: 3 clusters Score -20201.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20211.888672 Penalty: 536.390686
	Iteration 31Q: 3 clusters Score -20211.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20222.660156 Penalty: 536.390686
	Iteration 32Q: 3 clusters Score -20222.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20231.552734 Penalty: 536.390686
	Iteration 33Q: 3 clusters Score -20231.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20234.085938 Penalty: 536.390686
	Iteration 34Q: 3 clusters Score -20234.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20234.085938 Penalty: 536.390686
	Iteration 35F: 3 clusters Score -20234.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -8286.364258 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -8286.364 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 71 members 
Entering Unmasked Estep 
Score: -8042.567871 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -8042.568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8122.546387 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -8122.546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8125.346191 Penalty: 462.407776
	Iteration 2Q: 3 clusters Score -8125.346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8126.052734 Penalty: 462.407776
	Iteration 3Q: 3 clusters Score -8126.053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8126.356934 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -8126.357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8126.356934 Penalty: 462.407776
	Iteration 5F: 3 clusters Score -8126.357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -10505.977539 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -10505.98 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 145 members 
Entering Unmasked Estep 
Score: -10177.077148 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -10177.08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10318.398438 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -10318.4 nChanged 26
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: -10355.269531 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -10355.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10365.100586 Penalty: 521.439087
	Iteration 3Q: 3 clusters Score -10365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10366.611328 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -10366.61 nChanged 1
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: -10366.819336 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -10366.82 nChanged 0
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: -10366.819336 Penalty: 521.439087
	Iteration 6F: 3 clusters Score -10366.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -36992.789062 Penalty: 297.154938
	Iteration 0F: 2 clusters Score -36992.79 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 354 members 
Entering Unmasked Estep 
Score: -36407.566406 Penalty: 594.309875
	Iteration 0F: 3 clusters Score -36407.57 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36606.898438 Penalty: 594.309875
	Iteration 1F: 3 clusters Score -36606.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -36660.925781 Penalty: 594.309875
	Iteration 2F: 3 clusters Score -36660.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36709.769531 Penalty: 594.309875
	Iteration 3F: 3 clusters Score -36709.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -36735.535156 Penalty: 594.309875
	Iteration 4Q: 3 clusters Score -36735.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -36747.343750 Penalty: 594.309875
	Iteration 5Q: 3 clusters Score -36747.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -36757.843750 Penalty: 594.309875
	Iteration 6Q: 3 clusters Score -36757.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -36765.851562 Penalty: 594.309875
	Iteration 7Q: 3 clusters Score -36765.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36769.421875 Penalty: 594.309875
	Iteration 8Q: 3 clusters Score -36769.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36770.492188 Penalty: 594.309875
	Iteration 9Q: 3 clusters Score -36770.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -36771.027344 Penalty: 594.309875
	Iteration 10Q: 3 clusters Score -36771.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -36771.683594 Penalty: 594.309875
	Iteration 11Q: 3 clusters Score -36771.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36772.339844 Penalty: 594.309875
	Iteration 12Q: 3 clusters Score -36772.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -36772.445312 Penalty: 594.309875
	Iteration 13Q: 3 clusters Score -36772.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36772.578125 Penalty: 594.309875
	Iteration 14Q: 3 clusters Score -36772.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -36772.578125 Penalty: 594.309875
	Iteration 15F: 3 clusters Score -36772.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9296.055664 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9296.056 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 100 members 
Entering Unmasked Estep 
Score: -9031.172852 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9031.173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9098.187500 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9098.188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9125.323242 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9125.323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9139.945312 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9139.945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9179.209961 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9179.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9201.618164 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9201.618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9207.793945 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9207.794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9209.324219 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -9209.324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9209.324219 Penalty: 480.771515
	Iteration 8F: 3 clusters Score -9209.324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (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: -36873.722656 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -36873.72 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 286 members 
Entering Unmasked Estep 
Score: -36336.390625 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -36336.39 nChanged 218
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: -36518.878906 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -36518.88 nChanged 56
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: -36582.195312 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -36582.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36626.125000 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -36626.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36653.882812 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -36653.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36674.210938 Penalty: 581.816772
	Iteration 5Q: 3 clusters Score -36674.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36693.214844 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -36693.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36709.710938 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -36709.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36721.511719 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -36721.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36735.300781 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -36735.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36741.960938 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -36741.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36744.152344 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -36744.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36745.003906 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -36745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36745.003906 Penalty: 581.816772
	Iteration 13F: 3 clusters Score -36745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (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: -14761.984375 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -14761.98 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 156 members 
Entering Unmasked Estep 
Score: -14426.639648 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -14426.64 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14622.931641 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -14622.93 nChanged 37
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: -14713.707031 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -14713.71 nChanged 19
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: -14804.342773 Penalty: 526.047668
	Iteration 3F: 3 clusters Score -14804.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15182.338867 Penalty: 526.047668
	Iteration 4F: 3 clusters Score -15182.34 nChanged 11
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: -15236.153320 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -15236.15 nChanged 9
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: -15283.806641 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -15283.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15293.300781 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -15293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15304.888672 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -15304.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15326.975586 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -15326.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15333.865234 Penalty: 526.047668
	Iteration 10Q: 3 clusters Score -15333.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15333.865234 Penalty: 526.047668
	Iteration 11F: 3 clusters Score -15333.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 776 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Entering Unmasked Estep 
Score: -14137534.000000 Penalty: 54542.125000
Splitting cluster 60 changes total score from -14137201.000000 to -14137534.000000
So it's getting split into cluster 97.
Entering ConstructFrom: 
Trying to split cluster 61 (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: -60352.585938 Penalty: 319.051270
	Iteration 0F: 2 clusters Score -60352.59 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 538 members 
Entering Unmasked Estep 
Score: -59459.777344 Penalty: 638.102539
	Iteration 0F: 3 clusters Score -59459.78 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -59777.148438 Penalty: 638.102539
	Iteration 1F: 3 clusters Score -59777.15 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59886.281250 Penalty: 638.102539
	Iteration 2F: 3 clusters Score -59886.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -59923.183594 Penalty: 638.102539
	Iteration 3F: 3 clusters Score -59923.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59952.304688 Penalty: 638.102539
	Iteration 4Q: 3 clusters Score -59952.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59973.425781 Penalty: 638.102539
	Iteration 5Q: 3 clusters Score -59973.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59983.613281 Penalty: 638.102539
	Iteration 6Q: 3 clusters Score -59983.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59996.214844 Penalty: 638.102539
	Iteration 7Q: 3 clusters Score -59996.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60013.457031 Penalty: 638.102539
	Iteration 8Q: 3 clusters Score -60013.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60024.769531 Penalty: 638.102539
	Iteration 9Q: 3 clusters Score -60024.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60031.859375 Penalty: 638.102539
	Iteration 10Q: 3 clusters Score -60031.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60039.535156 Penalty: 638.102539
	Iteration 11Q: 3 clusters Score -60039.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60046.761719 Penalty: 638.102539
	Iteration 12Q: 3 clusters Score -60046.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60052.398438 Penalty: 638.102539
	Iteration 13Q: 3 clusters Score -60052.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60060.722656 Penalty: 638.102539
	Iteration 14Q: 3 clusters Score -60060.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60065.964844 Penalty: 638.102539
	Iteration 15Q: 3 clusters Score -60065.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60070.230469 Penalty: 638.102539
	Iteration 16Q: 3 clusters Score -60070.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60072.464844 Penalty: 638.102539
	Iteration 17Q: 3 clusters Score -60072.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60073.761719 Penalty: 638.102539
	Iteration 18Q: 3 clusters Score -60073.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60076.265625 Penalty: 638.102539
	Iteration 19Q: 3 clusters Score -60076.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60078.023438 Penalty: 638.102539
	Iteration 20F: 3 clusters Score -60078.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60080.019531 Penalty: 638.102539
	Iteration 21Q: 3 clusters Score -60080.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60081.363281 Penalty: 638.102539
	Iteration 22Q: 3 clusters Score -60081.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60084.277344 Penalty: 638.102539
	Iteration 23Q: 3 clusters Score -60084.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60086.929688 Penalty: 638.102539
	Iteration 24Q: 3 clusters Score -60086.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60091.062500 Penalty: 638.102539
	Iteration 25Q: 3 clusters Score -60091.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -60092.058594 Penalty: 638.102539
	Iteration 26Q: 3 clusters Score -60092.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60092.769531 Penalty: 638.102539
	Iteration 27Q: 3 clusters Score -60092.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60097.015625 Penalty: 638.102539
	Iteration 28Q: 3 clusters Score -60097.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60102.085938 Penalty: 638.102539
	Iteration 29Q: 3 clusters Score -60102.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60106.269531 Penalty: 638.102539
	Iteration 30Q: 3 clusters Score -60106.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60107.484375 Penalty: 638.102539
	Iteration 31Q: 3 clusters Score -60107.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60108.500000 Penalty: 638.102539
	Iteration 32Q: 3 clusters Score -60108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60109.210938 Penalty: 638.102539
	Iteration 33Q: 3 clusters Score -60109.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60109.703125 Penalty: 638.102539
	Iteration 34Q: 3 clusters Score -60109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60109.703125 Penalty: 638.102539
	Iteration 35F: 3 clusters Score -60109.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -4663.861816 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -4663.862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4481.712891 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4481.713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4523.689941 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4523.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4548.964844 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4548.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4558.101074 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4558.101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4572.791992 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4572.792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4592.988281 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -4592.988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4594.488770 Penalty: 408.465912
	Iteration 6Q: 3 clusters Score -4594.489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4594.488770 Penalty: 408.465912
	Iteration 7F: 3 clusters Score -4594.489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -33578.054688 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -33578.05 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 298 members 
Entering Unmasked Estep 
Score: -33059.675781 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -33059.68 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33216.796875 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -33216.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33251.828125 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -33251.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33281.386719 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -33281.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -33302.148438 Penalty: 579.192322
	Iteration 4Q: 3 clusters Score -33302.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33309.472656 Penalty: 579.192322
	Iteration 5Q: 3 clusters Score -33309.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -33313.617188 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -33313.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33316.667969 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -33316.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -33323.074219 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -33323.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -33326.703125 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -33326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -33327.816406 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -33327.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -33328.191406 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -33328.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -33328.347656 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -33328.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -33328.347656 Penalty: 579.192322
	Iteration 13F: 3 clusters Score -33328.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -39272.253906 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -39272.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38707.660156 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -38707.66 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38862.390625 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -38862.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38925.039062 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -38925.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38960.402344 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -38960.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38984.250000 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -38984.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39000.175781 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -39000.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39008.257812 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -39008.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39014.148438 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -39014.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39021.761719 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -39021.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39025.113281 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -39025.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39030.554688 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -39030.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39036.683594 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -39036.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39043.273438 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -39043.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39048.796875 Penalty: 584.071228
	Iteration 13Q: 3 clusters Score -39048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39056.109375 Penalty: 584.071228
	Iteration 14Q: 3 clusters Score -39056.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39059.460938 Penalty: 584.071228
	Iteration 15Q: 3 clusters Score -39059.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39063.746094 Penalty: 584.071228
	Iteration 16Q: 3 clusters Score -39063.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39066.945312 Penalty: 584.071228
	Iteration 17Q: 3 clusters Score -39066.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39071.835938 Penalty: 584.071228
	Iteration 18Q: 3 clusters Score -39071.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39076.085938 Penalty: 584.071228
	Iteration 19Q: 3 clusters Score -39076.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39076.410156 Penalty: 584.071228
	Iteration 20F: 3 clusters Score -39076.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39077.039062 Penalty: 584.071228
	Iteration 21Q: 3 clusters Score -39077.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39077.792969 Penalty: 584.071228
	Iteration 22Q: 3 clusters Score -39077.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39077.792969 Penalty: 584.071228
	Iteration 23F: 3 clusters Score -39077.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -53782.250000 Penalty: 302.763947
	Iteration 0F: 2 clusters Score -53782.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53145.054688 Penalty: 605.527893
	Iteration 0F: 3 clusters Score -53145.05 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53437.269531 Penalty: 605.527893
	Iteration 1F: 3 clusters Score -53437.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53544.148438 Penalty: 605.527893
	Iteration 2F: 3 clusters Score -53544.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -53616.042969 Penalty: 605.527893
	Iteration 3F: 3 clusters Score -53616.04 nChanged 53
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: -53694.656250 Penalty: 605.527893
	Iteration 4F: 3 clusters Score -53694.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53753.101562 Penalty: 605.527893
	Iteration 5Q: 3 clusters Score -53753.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53808.839844 Penalty: 605.527893
	Iteration 6Q: 3 clusters Score -53808.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53869.359375 Penalty: 605.527893
	Iteration 7Q: 3 clusters Score -53869.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53910.460938 Penalty: 605.527893
	Iteration 8Q: 3 clusters Score -53910.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53940.144531 Penalty: 605.527893
	Iteration 9Q: 3 clusters Score -53940.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53958.113281 Penalty: 605.527893
	Iteration 10Q: 3 clusters Score -53958.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53967.074219 Penalty: 605.527893
	Iteration 11Q: 3 clusters Score -53967.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53971.753906 Penalty: 605.527893
	Iteration 12Q: 3 clusters Score -53971.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -53972.593750 Penalty: 605.527893
	Iteration 13Q: 3 clusters Score -53972.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53972.847656 Penalty: 605.527893
	Iteration 14Q: 3 clusters Score -53972.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -53972.847656 Penalty: 605.527893
	Iteration 15F: 3 clusters Score -53972.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Entering Unmasked Estep 
Score: -14137455.000000 Penalty: 55104.414062
Splitting cluster 65 changes total score from -14137201.000000 to -14137455.000000
So it's getting split into cluster 98.
Entering ConstructFrom: 
Trying to split cluster 66 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -24343.564453 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -24343.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -23881.560547 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -23881.56 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24006.785156 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -24006.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24049.392578 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -24049.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24087.718750 Penalty: 552.437134
	Iteration 3F: 3 clusters Score -24087.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24104.742188 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -24104.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24122.345703 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -24122.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24137.730469 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -24137.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24146.988281 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -24146.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24148.933594 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -24148.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24152.226562 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -24152.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24156.054688 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -24156.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24164.339844 Penalty: 552.437134
	Iteration 11Q: 3 clusters Score -24164.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24169.705078 Penalty: 552.437134
	Iteration 12Q: 3 clusters Score -24169.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24171.939453 Penalty: 552.437134
	Iteration 13Q: 3 clusters Score -24171.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24173.580078 Penalty: 552.437134
	Iteration 14Q: 3 clusters Score -24173.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24180.412109 Penalty: 552.437134
	Iteration 15Q: 3 clusters Score -24180.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24189.859375 Penalty: 552.437134
	Iteration 16Q: 3 clusters Score -24189.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24196.333984 Penalty: 552.437134
	Iteration 17Q: 3 clusters Score -24196.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24209.187500 Penalty: 552.437134
	Iteration 18Q: 3 clusters Score -24209.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24232.771484 Penalty: 552.437134
	Iteration 19Q: 3 clusters Score -24232.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24247.796875 Penalty: 552.437134
	Iteration 20F: 3 clusters Score -24247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24253.365234 Penalty: 552.437134
	Iteration 21Q: 3 clusters Score -24253.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24256.298828 Penalty: 552.437134
	Iteration 22Q: 3 clusters Score -24256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24262.710938 Penalty: 552.437134
	Iteration 23Q: 3 clusters Score -24262.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24275.736328 Penalty: 552.437134
	Iteration 24Q: 3 clusters Score -24275.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24292.912109 Penalty: 552.437134
	Iteration 25Q: 3 clusters Score -24292.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24295.445312 Penalty: 552.437134
	Iteration 26Q: 3 clusters Score -24295.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24295.771484 Penalty: 552.437134
	Iteration 27Q: 3 clusters Score -24295.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24295.771484 Penalty: 552.437134
	Iteration 28F: 3 clusters Score -24295.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -5576.018555 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -5576.019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5364.859375 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -5364.859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5469.099609 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -5469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5486.339355 Penalty: 443.642975
	Iteration 2F: 3 clusters Score -5486.339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5496.972656 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -5496.973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5508.343262 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -5508.343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5522.129883 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -5522.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5545.606934 Penalty: 443.642975
	Iteration 6Q: 3 clusters Score -5545.607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5553.469238 Penalty: 443.642975
	Iteration 7Q: 3 clusters Score -5553.469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5557.485840 Penalty: 443.642975
	Iteration 8Q: 3 clusters Score -5557.486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5565.687500 Penalty: 443.642975
	Iteration 9Q: 3 clusters Score -5565.688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5582.924805 Penalty: 443.642975
	Iteration 10Q: 3 clusters Score -5582.925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5584.383789 Penalty: 443.642975
	Iteration 11Q: 3 clusters Score -5584.384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5584.383789 Penalty: 443.642975
	Iteration 12F: 3 clusters Score -5584.384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 34 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 97 members 
Entering Unmasked Estep 
Score: -14137125.000000 Penalty: 55666.703125
Splitting cluster 67 changes total score from -14137201.000000 to -14137125.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -10997.139648 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -10997.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10777.857422 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -10777.86 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10882.728516 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -10882.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10893.605469 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -10893.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10898.535156 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -10898.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10899.369141 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -10899.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10899.909180 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -10899.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10900.638672 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -10900.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10900.638672 Penalty: 489.570648
	Iteration 7F: 3 clusters Score -10900.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7685.760254 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7441.017090 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7441.017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7480.317383 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7480.317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7494.876953 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7494.877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7496.082031 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7496.082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7497.121582 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7497.122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7499.361816 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -7499.362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7499.361816 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -7499.362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -37131.257812 Penalty: 287.183929
	Iteration 0F: 2 clusters Score -37131.26 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 259 members 
Entering Unmasked Estep 
Score: -36618.261719 Penalty: 574.367859
	Iteration 0F: 3 clusters Score -36618.26 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36807.652344 Penalty: 574.367859
	Iteration 1F: 3 clusters Score -36807.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36874.664062 Penalty: 574.367859
	Iteration 2F: 3 clusters Score -36874.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36932.535156 Penalty: 574.367859
	Iteration 3F: 3 clusters Score -36932.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36968.296875 Penalty: 574.367859
	Iteration 4F: 3 clusters Score -36968.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36994.378906 Penalty: 574.367859
	Iteration 5F: 3 clusters Score -36994.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37006.800781 Penalty: 574.367859
	Iteration 6Q: 3 clusters Score -37006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37010.960938 Penalty: 574.367859
	Iteration 7Q: 3 clusters Score -37010.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37013.878906 Penalty: 574.367859
	Iteration 8Q: 3 clusters Score -37013.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37016.128906 Penalty: 574.367859
	Iteration 9Q: 3 clusters Score -37016.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -37017.062500 Penalty: 574.367859
	Iteration 10Q: 3 clusters Score -37017.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37017.503906 Penalty: 574.367859
	Iteration 11Q: 3 clusters Score -37017.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37017.503906 Penalty: 574.367859
	Iteration 12F: 3 clusters Score -37017.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -4253.613770 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -4253.614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4075.332031 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -4075.332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4101.533691 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -4101.534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4107.543457 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -4107.543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4111.746582 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -4111.747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4111.746582 Penalty: 409.482697
	Iteration 4F: 3 clusters Score -4111.747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -18789.681641 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -18789.68 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 197 members 
Entering Unmasked Estep 
Score: -18428.246094 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -18428.25 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18599.644531 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -18599.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18661.845703 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -18661.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18717.253906 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -18717.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18741.896484 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -18741.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18770.328125 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -18770.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18776.404297 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -18776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18777.339844 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -18777.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18778.175781 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -18778.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18778.464844 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -18778.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18780.416016 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -18780.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18781.500000 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -18781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18782.564453 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -18782.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18786.429688 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -18786.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18790.730469 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -18790.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -18793.855469 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -18793.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18800.904297 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -18800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18807.562500 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -18807.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18815.058594 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -18815.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18817.689453 Penalty: 537.387939
	Iteration 19Q: 3 clusters Score -18817.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18818.863281 Penalty: 537.387939
	Iteration 20F: 3 clusters Score -18818.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 104 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 263 members 
Entering Unmasked Estep 
Score: -14137190.000000 Penalty: 55666.703125
Splitting cluster 72 changes total score from -14137201.000000 to -14137190.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -17994.634766 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -17994.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17663.261719 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -17663.26 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17758.613281 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -17758.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17772.808594 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -17772.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17777.648438 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -17777.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17779.003906 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -17779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17779.003906 Penalty: 511.785614
	Iteration 5F: 3 clusters Score -17779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -4155.479492 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -4155.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3965.576172 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -3965.576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4099.077637 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -4099.078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4149.171387 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -4149.171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4169.187500 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -4169.188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -4174.739258 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -4174.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4176.260254 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -4176.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4176.260254 Penalty: 440.101654
	Iteration 6F: 3 clusters Score -4176.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 52 members 
Mstep: Class 75 contains 763 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 74 members 
Entering Unmasked Estep 
Score: -14137135.000000 Penalty: 55666.703125
Splitting cluster 74 changes total score from -14137201.000000 to -14137135.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -45443.640625 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -45443.64 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 387 members 
Entering Unmasked Estep 
Score: -44810.875000 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -44810.88 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44995.925781 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -44995.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45047.394531 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -45047.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45079.132812 Penalty: 603.990479
	Iteration 3Q: 3 clusters Score -45079.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45120.925781 Penalty: 603.990479
	Iteration 4Q: 3 clusters Score -45120.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45164.890625 Penalty: 603.990479
	Iteration 5Q: 3 clusters Score -45164.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45219.226562 Penalty: 603.990479
	Iteration 6F: 3 clusters Score -45219.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45284.152344 Penalty: 603.990479
	Iteration 7F: 3 clusters Score -45284.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45350.359375 Penalty: 603.990479
	Iteration 8F: 3 clusters Score -45350.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45405.601562 Penalty: 603.990479
	Iteration 9F: 3 clusters Score -45405.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -45434.675781 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -45434.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45455.234375 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -45455.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45463.683594 Penalty: 603.990479
	Iteration 12Q: 3 clusters Score -45463.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45465.972656 Penalty: 603.990479
	Iteration 13Q: 3 clusters Score -45465.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45469.242188 Penalty: 603.990479
	Iteration 14Q: 3 clusters Score -45469.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45473.121094 Penalty: 603.990479
	Iteration 15Q: 3 clusters Score -45473.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45477.613281 Penalty: 603.990479
	Iteration 16Q: 3 clusters Score -45477.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45482.269531 Penalty: 603.990479
	Iteration 17Q: 3 clusters Score -45482.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45483.023438 Penalty: 603.990479
	Iteration 18Q: 3 clusters Score -45483.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45485.164062 Penalty: 603.990479
	Iteration 19Q: 3 clusters Score -45485.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45485.683594 Penalty: 603.990479
	Iteration 20F: 3 clusters Score -45485.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45486.156250 Penalty: 603.990479
	Iteration 21Q: 3 clusters Score -45486.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45486.417969 Penalty: 603.990479
	Iteration 22Q: 3 clusters Score -45486.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45486.417969 Penalty: 603.990479
	Iteration 23F: 3 clusters Score -45486.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 936 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 273 members 
Entering Unmasked Estep 
Score: -14137251.000000 Penalty: 55666.703125
Splitting cluster 75 changes total score from -14137201.000000 to -14137251.000000
So it's getting split into cluster 99.
Entering ConstructFrom: 
Trying to split cluster 76 (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: -69303.656250 Penalty: 311.293518
	Iteration 0F: 2 clusters Score -69303.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -68555.007812 Penalty: 622.587036
	Iteration 0F: 3 clusters Score -68555.01 nChanged 361
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: -68872.812500 Penalty: 622.587036
	Iteration 1F: 3 clusters Score -68872.81 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69060.398438 Penalty: 622.587036
	Iteration 2F: 3 clusters Score -69060.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69287.367188 Penalty: 622.587036
	Iteration 3F: 3 clusters Score -69287.37 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69454.562500 Penalty: 622.587036
	Iteration 4F: 3 clusters Score -69454.56 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69551.898438 Penalty: 622.587036
	Iteration 5F: 3 clusters Score -69551.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69624.664062 Penalty: 622.587036
	Iteration 6F: 3 clusters Score -69624.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69666.968750 Penalty: 622.587036
	Iteration 7Q: 3 clusters Score -69666.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69686.757812 Penalty: 622.587036
	Iteration 8Q: 3 clusters Score -69686.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69690.000000 Penalty: 622.587036
	Iteration 9Q: 3 clusters Score -69690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69692.453125 Penalty: 622.587036
	Iteration 10Q: 3 clusters Score -69692.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69694.671875 Penalty: 622.587036
	Iteration 11Q: 3 clusters Score -69694.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69695.023438 Penalty: 622.587036
	Iteration 12Q: 3 clusters Score -69695.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69695.078125 Penalty: 622.587036
	Iteration 13Q: 3 clusters Score -69695.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69695.078125 Penalty: 622.587036
	Iteration 14F: 3 clusters Score -69695.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 506 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 273 members 
Mstep: Class 100 contains 430 members 
Entering Unmasked Estep 
Score: -14137363.000000 Penalty: 56228.996094
Splitting cluster 76 changes total score from -14137201.000000 to -14137363.000000
So it's getting split into cluster 100.
Entering ConstructFrom: 
Trying to split cluster 77 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5334.117676 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5334.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5116.343262 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5116.343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5241.769043 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5241.769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5274.143066 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5274.143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5306.452637 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -5306.453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5323.339844 Penalty: 427.743713
	Iteration 4Q: 3 clusters Score -5323.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5330.160156 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5330.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5330.160156 Penalty: 427.743713
	Iteration 6F: 3 clusters Score -5330.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8338.094727 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8338.095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8081.006836 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8081.007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8181.278320 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8181.278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8213.219727 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -8213.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8221.159180 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -8221.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8222.579102 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -8222.579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8224.808594 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -8224.809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8232.896484 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -8232.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8232.896484 Penalty: 468.421997
	Iteration 7F: 3 clusters Score -8232.896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -83839.343750 Penalty: 317.381317
	Iteration 0F: 2 clusters Score -83839.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -82977.109375 Penalty: 634.762634
	Iteration 0F: 3 clusters Score -82977.11 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83243.578125 Penalty: 634.762634
	Iteration 1F: 3 clusters Score -83243.58 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83294.921875 Penalty: 634.762634
	Iteration 2F: 3 clusters Score -83294.92 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83342.460938 Penalty: 634.762634
	Iteration 3F: 3 clusters Score -83342.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83370.984375 Penalty: 634.762634
	Iteration 4Q: 3 clusters Score -83370.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83397.867188 Penalty: 634.762634
	Iteration 5Q: 3 clusters Score -83397.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83411.226562 Penalty: 634.762634
	Iteration 6Q: 3 clusters Score -83411.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83423.625000 Penalty: 634.762634
	Iteration 7Q: 3 clusters Score -83423.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83437.492188 Penalty: 634.762634
	Iteration 8Q: 3 clusters Score -83437.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83448.390625 Penalty: 634.762634
	Iteration 9Q: 3 clusters Score -83448.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83456.742188 Penalty: 634.762634
	Iteration 10Q: 3 clusters Score -83456.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83462.468750 Penalty: 634.762634
	Iteration 11Q: 3 clusters Score -83462.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83467.000000 Penalty: 634.762634
	Iteration 12Q: 3 clusters Score -83467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83469.070312 Penalty: 634.762634
	Iteration 13Q: 3 clusters Score -83469.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83470.695312 Penalty: 634.762634
	Iteration 14Q: 3 clusters Score -83470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83471.953125 Penalty: 634.762634
	Iteration 15Q: 3 clusters Score -83471.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83474.281250 Penalty: 634.762634
	Iteration 16Q: 3 clusters Score -83474.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83474.601562 Penalty: 634.762634
	Iteration 17Q: 3 clusters Score -83474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83475.140625 Penalty: 634.762634
	Iteration 18Q: 3 clusters Score -83475.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83475.140625 Penalty: 634.762634
	Iteration 19F: 3 clusters Score -83475.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -29006.722656 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -29006.72 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 194 members 
Entering Unmasked Estep 
Score: -28612.675781 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -28612.68 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28791.539062 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -28791.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28855.080078 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -28855.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28881.650391 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -28881.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28896.150391 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -28896.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28902.550781 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -28902.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -28909.277344 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -28909.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28914.384766 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -28914.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28923.076172 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -28923.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28924.101562 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -28924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28924.591797 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -28924.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28925.656250 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -28925.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28926.222656 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -28926.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28927.916016 Penalty: 541.033264
	Iteration 13Q: 3 clusters Score -28927.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28929.283203 Penalty: 541.033264
	Iteration 14Q: 3 clusters Score -28929.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28930.964844 Penalty: 541.033264
	Iteration 15Q: 3 clusters Score -28930.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28930.964844 Penalty: 541.033264
	Iteration 16F: 3 clusters Score -28930.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (114918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114918 members 
Entering Unmasked Estep 
Score: -7120222.500000 Penalty: 530.164795
	Iteration 0F: 2 clusters Score -7120222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -7047432.500000 Penalty: 1060.329590
	Iteration 0F: 3 clusters Score -7047432 nChanged 56279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -7083045.500000 Penalty: 1060.329590
	Iteration 1F: 3 clusters Score -7083046 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -7086567.500000 Penalty: 1060.329590
	Iteration 2Q: 3 clusters Score -7086568 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -7092248.500000 Penalty: 1060.329590
	Iteration 3F: 3 clusters Score -7092248 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -7099334.500000 Penalty: 1060.329590
	Iteration 4F: 3 clusters Score -7099334 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -7104184.000000 Penalty: 1060.329590
	Iteration 5F: 3 clusters Score -7104184 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -7105989.500000 Penalty: 1060.329590
	Iteration 6Q: 3 clusters Score -7105990 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -7106558.000000 Penalty: 1060.329590
	Iteration 7Q: 3 clusters Score -7106558 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -7106990.000000 Penalty: 1060.329590
	Iteration 8Q: 3 clusters Score -7106990 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -7107471.000000 Penalty: 1060.329590
	Iteration 9Q: 3 clusters Score -7107471 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -7107965.500000 Penalty: 1060.329590
	Iteration 10Q: 3 clusters Score -7107966 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -7108563.500000 Penalty: 1060.329590
	Iteration 11Q: 3 clusters Score -7108564 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -7109080.500000 Penalty: 1060.329590
	Iteration 12Q: 3 clusters Score -7109080 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -7109656.500000 Penalty: 1060.329590
	Iteration 13Q: 3 clusters Score -7109656 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -7110268.000000 Penalty: 1060.329590
	Iteration 14Q: 3 clusters Score -7110268 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -7110835.000000 Penalty: 1060.329590
	Iteration 15Q: 3 clusters Score -7110835 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -7111498.000000 Penalty: 1060.329590
	Iteration 16Q: 3 clusters Score -7111498 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -7112017.000000 Penalty: 1060.329590
	Iteration 17Q: 3 clusters Score -7112017 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -7112401.500000 Penalty: 1060.329590
	Iteration 18Q: 3 clusters Score -7112402 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -7112768.500000 Penalty: 1060.329590
	Iteration 19Q: 3 clusters Score -7112768 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -7113071.000000 Penalty: 1060.329590
	Iteration 20F: 3 clusters Score -7113071 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -7113250.500000 Penalty: 1060.329590
	Iteration 21Q: 3 clusters Score -7113250 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -7113424.000000 Penalty: 1060.329590
	Iteration 22Q: 3 clusters Score -7113424 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -7113569.500000 Penalty: 1060.329590
	Iteration 23Q: 3 clusters Score -7113570 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -7113672.500000 Penalty: 1060.329590
	Iteration 24Q: 3 clusters Score -7113672 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -7113739.000000 Penalty: 1060.329590
	Iteration 25Q: 3 clusters Score -7113739 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -7113813.500000 Penalty: 1060.329590
	Iteration 26Q: 3 clusters Score -7113814 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -7113833.000000 Penalty: 1060.329590
	Iteration 27Q: 3 clusters Score -7113833 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -7113885.000000 Penalty: 1060.329590
	Iteration 28Q: 3 clusters Score -7113885 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -7113922.500000 Penalty: 1060.329590
	Iteration 29Q: 3 clusters Score -7113922 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -7113991.500000 Penalty: 1060.329590
	Iteration 30Q: 3 clusters Score -7113992 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70645 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -7114036.500000 Penalty: 1060.329590
	Iteration 31Q: 3 clusters Score -7114036 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -7114099.500000 Penalty: 1060.329590
	Iteration 32Q: 3 clusters Score -7114100 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -7114121.500000 Penalty: 1060.329590
	Iteration 33Q: 3 clusters Score -7114122 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -7114181.000000 Penalty: 1060.329590
	Iteration 34Q: 3 clusters Score -7114181 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -7114200.500000 Penalty: 1060.329590
	Iteration 35Q: 3 clusters Score -7114200 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -7114267.000000 Penalty: 1060.329590
	Iteration 36Q: 3 clusters Score -7114267 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -7114326.500000 Penalty: 1060.329590
	Iteration 37Q: 3 clusters Score -7114326 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -7114377.000000 Penalty: 1060.329590
	Iteration 38Q: 3 clusters Score -7114377 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -7114403.500000 Penalty: 1060.329590
	Iteration 39Q: 3 clusters Score -7114404 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -7114459.500000 Penalty: 1060.329590
	Iteration 40F: 3 clusters Score -7114460 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -7114545.000000 Penalty: 1060.329590
	Iteration 41Q: 3 clusters Score -7114545 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7114622.000000 Penalty: 1060.329590
	Iteration 42Q: 3 clusters Score -7114622 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -7114674.000000 Penalty: 1060.329590
	Iteration 43Q: 3 clusters Score -7114674 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -7114738.000000 Penalty: 1060.329590
	Iteration 44Q: 3 clusters Score -7114738 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -7114812.500000 Penalty: 1060.329590
	Iteration 45Q: 3 clusters Score -7114812 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -7114853.500000 Penalty: 1060.329590
	Iteration 46Q: 3 clusters Score -7114854 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -7114968.000000 Penalty: 1060.329590
	Iteration 47Q: 3 clusters Score -7114968 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -7115047.000000 Penalty: 1060.329590
	Iteration 48Q: 3 clusters Score -7115047 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -7115157.500000 Penalty: 1060.329590
	Iteration 49Q: 3 clusters Score -7115158 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -7115230.500000 Penalty: 1060.329590
	Iteration 50Q: 3 clusters Score -7115230 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -7115303.000000 Penalty: 1060.329590
	Iteration 51Q: 3 clusters Score -7115303 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -7115422.500000 Penalty: 1060.329590
	Iteration 52Q: 3 clusters Score -7115422 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -7115562.000000 Penalty: 1060.329590
	Iteration 53Q: 3 clusters Score -7115562 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -7115710.500000 Penalty: 1060.329590
	Iteration 54Q: 3 clusters Score -7115710 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -7115811.500000 Penalty: 1060.329590
	Iteration 55Q: 3 clusters Score -7115812 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7115956.500000 Penalty: 1060.329590
	Iteration 56Q: 3 clusters Score -7115956 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -7116094.000000 Penalty: 1060.329590
	Iteration 57Q: 3 clusters Score -7116094 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -7116253.500000 Penalty: 1060.329590
	Iteration 58Q: 3 clusters Score -7116254 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -7116377.000000 Penalty: 1060.329590
	Iteration 59Q: 3 clusters Score -7116377 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -7116554.500000 Penalty: 1060.329590
	Iteration 60F: 3 clusters Score -7116554 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -7116767.500000 Penalty: 1060.329590
	Iteration 61Q: 3 clusters Score -7116768 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -7116916.500000 Penalty: 1060.329590
	Iteration 62Q: 3 clusters Score -7116916 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -7116953.000000 Penalty: 1060.329590
	Iteration 63Q: 3 clusters Score -7116953 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -7117115.000000 Penalty: 1060.329590
	Iteration 64Q: 3 clusters Score -7117115 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -7117247.500000 Penalty: 1060.329590
	Iteration 65Q: 3 clusters Score -7117248 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -7117322.500000 Penalty: 1060.329590
	Iteration 66Q: 3 clusters Score -7117322 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -7117374.000000 Penalty: 1060.329590
	Iteration 67Q: 3 clusters Score -7117374 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -7117372.500000 Penalty: 1060.329590
	Iteration 68Q: 3 clusters Score -7117372 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -7117427.000000 Penalty: 1060.329590
	Iteration 69Q: 3 clusters Score -7117427 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -7117431.500000 Penalty: 1060.329590
	Iteration 70Q: 3 clusters Score -7117432 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -7117490.500000 Penalty: 1060.329590
	Iteration 71Q: 3 clusters Score -7117490 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99959 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -7117510.500000 Penalty: 1060.329590
	Iteration 72Q: 3 clusters Score -7117510 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -7117457.500000 Penalty: 1060.329590
	Iteration 73Q: 3 clusters Score -7117458 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -7117445.500000 Penalty: 1060.329590
	Iteration 74Q: 3 clusters Score -7117446 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -7117453.000000 Penalty: 1060.329590
	Iteration 75Q: 3 clusters Score -7117453 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -7117470.000000 Penalty: 1060.329590
	Iteration 76Q: 3 clusters Score -7117470 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -7117468.500000 Penalty: 1060.329590
	Iteration 77Q: 3 clusters Score -7117468 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 104264 members 
Mstep: Class 2 contains 10654 members 
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	Iteration 79Q: 3 clusters Score -7117597 nChanged 555
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Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105406 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7117721 nChanged 591
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Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 8311 members 
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	Iteration 83Q: 3 clusters Score -7117896 nChanged 645
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Mstep: Class 1 contains 107252 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7118056 nChanged 672
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Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7118295 nChanged 688
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Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7118482 nChanged 679
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Mstep: Class 1 contains 109291 members 
Mstep: Class 2 contains 5627 members 
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	Iteration 87Q: 3 clusters Score -7118672 nChanged 702
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Mstep: Class 1 contains 109993 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7119230 nChanged 579
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Mstep: Class 1 contains 111230 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7119422 nChanged 521
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Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7119603 nChanged 448
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Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 112564 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7119802 nChanged 303
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Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7119845 nChanged 261
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Mstep: Class 1 contains 113122 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7119904 nChanged 212
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Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7119982 nChanged 132
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Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7120004 nChanged 120
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Mstep: Class 1 contains 113727 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7120024 nChanged 95
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Mstep: Class 1 contains 113818 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7120026 nChanged 76
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Mstep: Class 1 contains 113890 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7120038 nChanged 71
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Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7120033 nChanged 41
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Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7120021 nChanged 39
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Mstep: Class 1 contains 114035 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7120009 nChanged 41
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Mstep: Class 1 contains 114070 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7120022 nChanged 32
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Mstep: Class 1 contains 114098 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7120020 nChanged 25
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Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7120022 nChanged 17
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Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7120035 nChanged 18
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Mstep: Class 1 contains 114154 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7120040 nChanged 13
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Mstep: Class 1 contains 114165 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7120030 nChanged 13
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Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7120034 nChanged 14
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Mstep: Class 1 contains 114190 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7120016 nChanged 14
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Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7120024 nChanged 18
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Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7120025 nChanged 18
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Mstep: Class 1 contains 114236 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7120017 nChanged 16
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Mstep: Class 1 contains 114248 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7119994 nChanged 12
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Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7120006 nChanged 11
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Mstep: Class 1 contains 114267 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7119996 nChanged 10
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Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7119996 nChanged 7
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Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7119990 nChanged 8
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Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7120000 nChanged 15
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Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7120005 nChanged 13
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Mstep: Class 1 contains 114310 members 
Mstep: Class 2 contains 608 members 
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	Iteration 123Q: 3 clusters Score -7120006 nChanged 11
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Mstep: Class 1 contains 114319 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7120003 nChanged 10
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Mstep: Class 1 contains 114329 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7119992 nChanged 3
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Mstep: Class 1 contains 114332 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7119993 nChanged 8
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Mstep: Class 1 contains 114336 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7119992 nChanged 8
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Mstep: Class 1 contains 114344 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7119994 nChanged 10
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Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7120002 nChanged 11
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Mstep: Class 1 contains 114355 members 
Mstep: Class 2 contains 563 members 
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	Iteration 130Q: 3 clusters Score -7120002 nChanged 11
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Mstep: Class 1 contains 114362 members 
Mstep: Class 2 contains 556 members 
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	Iteration 131Q: 3 clusters Score -7120006 nChanged 9
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Mstep: Class 1 contains 114365 members 
Mstep: Class 2 contains 553 members 
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	Iteration 132Q: 3 clusters Score -7120018 nChanged 7
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Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 546 members 
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	Iteration 133Q: 3 clusters Score -7120010 nChanged 9
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Mstep: Class 2 contains 537 members 
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	Iteration 134Q: 3 clusters Score -7120010 nChanged 4
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Mstep: Class 1 contains 114385 members 
Mstep: Class 2 contains 533 members 
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	Iteration 135Q: 3 clusters Score -7120014 nChanged 4
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Mstep: Class 1 contains 114387 members 
Mstep: Class 2 contains 531 members 
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	Iteration 136Q: 3 clusters Score -7120012 nChanged 7
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Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 526 members 
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	Iteration 137Q: 3 clusters Score -7120008 nChanged 6
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Mstep: Class 1 contains 114398 members 
Mstep: Class 2 contains 520 members 
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	Iteration 138Q: 3 clusters Score -7120008 nChanged 6
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Mstep: Class 1 contains 114402 members 
Mstep: Class 2 contains 516 members 
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	Iteration 139Q: 3 clusters Score -7120007 nChanged 2
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Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 514 members 
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	Iteration 140F: 3 clusters Score -7120008 nChanged 2
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	Iteration 141Q: 3 clusters Score -7120014 nChanged 2
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Mstep: Class 2 contains 510 members 
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	Iteration 142Q: 3 clusters Score -7120015 nChanged 5
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Mstep: Class 2 contains 507 members 
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	Iteration 143Q: 3 clusters Score -7120020 nChanged 5
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	Iteration 144Q: 3 clusters Score -7120014 nChanged 6
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	Iteration 145Q: 3 clusters Score -7120024 nChanged 2
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	Iteration 146Q: 3 clusters Score -7120021 nChanged 3
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	Iteration 147Q: 3 clusters Score -7120014 nChanged 3
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	Iteration 148Q: 3 clusters Score -7120006 nChanged 1
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	Iteration 149Q: 3 clusters Score -7120012 nChanged 1
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	Iteration 150Q: 3 clusters Score -7120018 nChanged 3
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	Iteration 151Q: 3 clusters Score -7120008 nChanged 2
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Mstep: Class 2 contains 485 members 
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	Iteration 152Q: 3 clusters Score -7120021 nChanged 2
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	Iteration 153Q: 3 clusters Score -7120018 nChanged 2
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	Iteration 154Q: 3 clusters Score -7120019 nChanged 2
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	Iteration 155Q: 3 clusters Score -7120014 nChanged 3
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	Iteration 156Q: 3 clusters Score -7120021 nChanged 5
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	Iteration 157Q: 3 clusters Score -7120024 nChanged 6
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	Iteration 158Q: 3 clusters Score -7120027 nChanged 7
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	Iteration 159Q: 3 clusters Score -7120030 nChanged 5
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	Iteration 160F: 3 clusters Score -7120032 nChanged 5
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	Iteration 161Q: 3 clusters Score -7120031 nChanged 1
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	Iteration 162Q: 3 clusters Score -7120036 nChanged 3
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	Iteration 163Q: 3 clusters Score -7120038 nChanged 5
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	Iteration 164Q: 3 clusters Score -7120028 nChanged 7
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	Iteration 165Q: 3 clusters Score -7120034 nChanged 5
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	Iteration 166Q: 3 clusters Score -7120032 nChanged 6
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	Iteration 167Q: 3 clusters Score -7120040 nChanged 8
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	Iteration 168Q: 3 clusters Score -7120034 nChanged 6
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	Iteration 169Q: 3 clusters Score -7120037 nChanged 5
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	Iteration 170Q: 3 clusters Score -7120036 nChanged 5
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	Iteration 171Q: 3 clusters Score -7120031 nChanged 4
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	Iteration 172Q: 3 clusters Score -7120032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114494 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7120036.500000 Penalty: 1060.329590
	Iteration 173Q: 3 clusters Score -7120036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114494 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7120040.000000 Penalty: 1060.329590
	Iteration 174Q: 3 clusters Score -7120040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7120035.000000 Penalty: 1060.329590
	Iteration 175Q: 3 clusters Score -7120035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7120036.000000 Penalty: 1060.329590
	Iteration 176Q: 3 clusters Score -7120036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7120027.500000 Penalty: 1060.329590
	Iteration 177Q: 3 clusters Score -7120028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114504 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7120027.000000 Penalty: 1060.329590
	Iteration 178Q: 3 clusters Score -7120027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7120028.500000 Penalty: 1060.329590
	Iteration 179Q: 3 clusters Score -7120028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7120029.500000 Penalty: 1060.329590
	Iteration 180F: 3 clusters Score -7120030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7120031.000000 Penalty: 1060.329590
	Iteration 181Q: 3 clusters Score -7120031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114508 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7120030.000000 Penalty: 1060.329590
	Iteration 182Q: 3 clusters Score -7120030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7120026.000000 Penalty: 1060.329590
	Iteration 183Q: 3 clusters Score -7120026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114508 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7120026.500000 Penalty: 1060.329590
	Iteration 184Q: 3 clusters Score -7120026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114508 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7120026.500000 Penalty: 1060.329590
	Iteration 185F: 3 clusters Score -7120026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -183903.046875 Penalty: 350.773529
	Iteration 0F: 2 clusters Score -183903 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 1076 members 
Entering Unmasked Estep 
Score: -182313.093750 Penalty: 701.547058
	Iteration 0F: 3 clusters Score -182313.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -182840.296875 Penalty: 701.547058
	Iteration 1F: 3 clusters Score -182840.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -182947.687500 Penalty: 701.547058
	Iteration 2F: 3 clusters Score -182947.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -183048.515625 Penalty: 701.547058
	Iteration 3F: 3 clusters Score -183048.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -183152.625000 Penalty: 701.547058
	Iteration 4F: 3 clusters Score -183152.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -183257.046875 Penalty: 701.547058
	Iteration 5Q: 3 clusters Score -183257 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183337.937500 Penalty: 701.547058
	Iteration 6Q: 3 clusters Score -183337.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -183383.921875 Penalty: 701.547058
	Iteration 7Q: 3 clusters Score -183383.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -183415.921875 Penalty: 701.547058
	Iteration 8Q: 3 clusters Score -183415.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -183431.968750 Penalty: 701.547058
	Iteration 9Q: 3 clusters Score -183432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -183448.687500 Penalty: 701.547058
	Iteration 10Q: 3 clusters Score -183448.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -183462.062500 Penalty: 701.547058
	Iteration 11Q: 3 clusters Score -183462.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -183473.468750 Penalty: 701.547058
	Iteration 12Q: 3 clusters Score -183473.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -183482.281250 Penalty: 701.547058
	Iteration 13Q: 3 clusters Score -183482.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -183493.437500 Penalty: 701.547058
	Iteration 14Q: 3 clusters Score -183493.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -183509.921875 Penalty: 701.547058
	Iteration 15Q: 3 clusters Score -183509.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -183522.109375 Penalty: 701.547058
	Iteration 16Q: 3 clusters Score -183522.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -183537.578125 Penalty: 701.547058
	Iteration 17Q: 3 clusters Score -183537.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -183551.812500 Penalty: 701.547058
	Iteration 18Q: 3 clusters Score -183551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -183559.015625 Penalty: 701.547058
	Iteration 19Q: 3 clusters Score -183559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -183572.046875 Penalty: 701.547058
	Iteration 20F: 3 clusters Score -183572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -183579.531250 Penalty: 701.547058
	Iteration 21Q: 3 clusters Score -183579.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -183584.593750 Penalty: 701.547058
	Iteration 22Q: 3 clusters Score -183584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -183589.046875 Penalty: 701.547058
	Iteration 23Q: 3 clusters Score -183589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -183590.640625 Penalty: 701.547058
	Iteration 24Q: 3 clusters Score -183590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -183591.062500 Penalty: 701.547058
	Iteration 25Q: 3 clusters Score -183591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -183591.343750 Penalty: 701.547058
	Iteration 26Q: 3 clusters Score -183591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -183592.250000 Penalty: 701.547058
	Iteration 27Q: 3 clusters Score -183592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -183592.656250 Penalty: 701.547058
	Iteration 28Q: 3 clusters Score -183592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -183594.031250 Penalty: 701.547058
	Iteration 29Q: 3 clusters Score -183594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -183594.734375 Penalty: 701.547058
	Iteration 30Q: 3 clusters Score -183594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -183594.796875 Penalty: 701.547058
	Iteration 31Q: 3 clusters Score -183594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -183595.296875 Penalty: 701.547058
	Iteration 32Q: 3 clusters Score -183595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -183596.093750 Penalty: 701.547058
	Iteration 33Q: 3 clusters Score -183596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -183596.265625 Penalty: 701.547058
	Iteration 34Q: 3 clusters Score -183596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -183596.265625 Penalty: 701.547058
	Iteration 35F: 3 clusters Score -183596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -3596.594238 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -3596.594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3395.679932 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -3395.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3497.141113 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -3497.141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3545.788330 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -3545.788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3585.203369 Penalty: 440.101654
	Iteration 3F: 3 clusters Score -3585.203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3599.968018 Penalty: 440.101654
	Iteration 4Q: 3 clusters Score -3599.968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3603.458252 Penalty: 440.101654
	Iteration 5Q: 3 clusters Score -3603.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3604.606201 Penalty: 440.101654
	Iteration 6Q: 3 clusters Score -3604.606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -3604.606201 Penalty: 440.101654
	Iteration 7F: 3 clusters Score -3604.606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 506 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 65 members 
Mstep: Class 84 contains 243 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 273 members 
Mstep: Class 100 contains 430 members 
Mstep: Class 101 contains 61 members 
Entering Unmasked Estep 
Score: -14137027.000000 Penalty: 56791.285156
Splitting cluster 83 changes total score from -14137201.000000 to -14137027.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 84 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -16505.810547 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -16505.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16210.455078 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -16210.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16281.088867 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -16281.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16292.737305 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -16292.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16309.958984 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -16309.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16326.241211 Penalty: 499.868591
	Iteration 4F: 3 clusters Score -16326.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16354.418945 Penalty: 499.868591
	Iteration 5F: 3 clusters Score -16354.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16402.832031 Penalty: 499.868591
	Iteration 6F: 3 clusters Score -16402.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16440.386719 Penalty: 499.868591
	Iteration 7F: 3 clusters Score -16440.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16476.255859 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -16476.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16522.974609 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -16522.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16570.125000 Penalty: 499.868591
	Iteration 10Q: 3 clusters Score -16570.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16611.535156 Penalty: 499.868591
	Iteration 11Q: 3 clusters Score -16611.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16660.998047 Penalty: 499.868591
	Iteration 12Q: 3 clusters Score -16661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16701.738281 Penalty: 499.868591
	Iteration 13Q: 3 clusters Score -16701.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16712.248047 Penalty: 499.868591
	Iteration 14Q: 3 clusters Score -16712.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16720.187500 Penalty: 499.868591
	Iteration 15Q: 3 clusters Score -16720.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16720.187500 Penalty: 499.868591
	Iteration 16F: 3 clusters Score -16720.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 506 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 110 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 273 members 
Mstep: Class 100 contains 430 members 
Mstep: Class 101 contains 133 members 
Entering Unmasked Estep 
Score: -14137272.000000 Penalty: 56791.285156
Splitting cluster 84 changes total score from -14137201.000000 to -14137272.000000
So it's getting split into cluster 101.
Entering ConstructFrom: 
Trying to split cluster 85 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -8782.528320 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -8782.528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8556.253906 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -8556.254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8613.255859 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -8613.256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8642.593750 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -8642.594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8652.839844 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -8652.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8658.808594 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -8658.809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8664.646484 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -8664.646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8664.646484 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -8664.646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -36462.656250 Penalty: 292.844849
	Iteration 0F: 2 clusters Score -36462.66 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 300 members 
Entering Unmasked Estep 
Score: -35973.074219 Penalty: 585.689697
	Iteration 0F: 3 clusters Score -35973.07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36408.550781 Penalty: 585.689697
	Iteration 1F: 3 clusters Score -36408.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36543.972656 Penalty: 585.689697
	Iteration 2F: 3 clusters Score -36543.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36600.437500 Penalty: 585.689697
	Iteration 3F: 3 clusters Score -36600.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36631.023438 Penalty: 585.689697
	Iteration 4Q: 3 clusters Score -36631.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36638.195312 Penalty: 585.689697
	Iteration 5Q: 3 clusters Score -36638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36640.742188 Penalty: 585.689697
	Iteration 6Q: 3 clusters Score -36640.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36644.894531 Penalty: 585.689697
	Iteration 7Q: 3 clusters Score -36644.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36646.601562 Penalty: 585.689697
	Iteration 8Q: 3 clusters Score -36646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36647.246094 Penalty: 585.689697
	Iteration 9Q: 3 clusters Score -36647.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36647.246094 Penalty: 585.689697
	Iteration 10F: 3 clusters Score -36647.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 506 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 110 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 427 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 273 members 
Mstep: Class 100 contains 430 members 
Mstep: Class 101 contains 133 members 
Mstep: Class 102 contains 197 members 
Entering Unmasked Estep 
Score: -14137191.000000 Penalty: 57353.574219
Splitting cluster 86 changes total score from -14137201.000000 to -14137191.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 87 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7447.793945 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7447.794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7208.420898 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7208.421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7315.784180 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7315.784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7350.718750 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7350.719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7358.280762 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7358.281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7359.039062 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7359.039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7359.039062 Penalty: 447.718262
	Iteration 5F: 3 clusters Score -7359.039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -2803.892090 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -2803.892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2655.184570 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -2655.185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2763.169189 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -2763.169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2806.796631 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -2806.797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2812.091797 Penalty: 414.402802
	Iteration 3Q: 3 clusters Score -2812.092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2816.389648 Penalty: 414.402802
	Iteration 4Q: 3 clusters Score -2816.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2817.669189 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -2817.669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -2817.669189 Penalty: 414.402802
	Iteration 6F: 3 clusters Score -2817.669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 506 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 110 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 62 members 
Mstep: Class 89 contains 262 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 273 members 
Mstep: Class 100 contains 430 members 
Mstep: Class 101 contains 133 members 
Mstep: Class 102 contains 33 members 
Entering Unmasked Estep 
Score: -14136930.000000 Penalty: 57353.574219
Splitting cluster 88 changes total score from -14137201.000000 to -14136930.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 89 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -11848.793945 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -11848.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11532.112305 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -11532.11 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11758.945312 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -11758.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11879.582031 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11879.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11952.990234 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -11952.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11978.487305 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11978.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12025.789062 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -12025.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12120.940430 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -12120.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12444.824219 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -12444.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12444.824219 Penalty: 506.719360
	Iteration 8F: 3 clusters Score -12444.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 506 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 110 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 573 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 273 members 
Mstep: Class 100 contains 430 members 
Mstep: Class 101 contains 133 members 
Mstep: Class 102 contains 149 members 
Entering Unmasked Estep 
Score: -14137564.000000 Penalty: 57353.574219
Splitting cluster 89 changes total score from -14137201.000000 to -14137564.000000
So it's getting split into cluster 102.
Entering ConstructFrom: 
Trying to split cluster 90 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -23321.115234 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -23321.12 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 178 members 
Entering Unmasked Estep 
Score: -22905.296875 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -22905.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22992.203125 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -22992.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23012.455078 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -23012.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23027.289062 Penalty: 539.834290
	Iteration 3Q: 3 clusters Score -23027.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -23037.849609 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -23037.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23041.726562 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -23041.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23048.611328 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -23048.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23055.580078 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -23055.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23063.232422 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -23063.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23071.808594 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -23071.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23084.248047 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -23084.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23096.142578 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -23096.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23108.914062 Penalty: 539.834290
	Iteration 12Q: 3 clusters Score -23108.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23116.310547 Penalty: 539.834290
	Iteration 13Q: 3 clusters Score -23116.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23120.185547 Penalty: 539.834290
	Iteration 14Q: 3 clusters Score -23120.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23121.921875 Penalty: 539.834290
	Iteration 15Q: 3 clusters Score -23121.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23124.138672 Penalty: 539.834290
	Iteration 16Q: 3 clusters Score -23124.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23125.707031 Penalty: 539.834290
	Iteration 17Q: 3 clusters Score -23125.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23128.978516 Penalty: 539.834290
	Iteration 18Q: 3 clusters Score -23128.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23132.894531 Penalty: 539.834290
	Iteration 19Q: 3 clusters Score -23132.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23134.416016 Penalty: 539.834290
	Iteration 20F: 3 clusters Score -23134.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23135.210938 Penalty: 539.834290
	Iteration 21Q: 3 clusters Score -23135.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23135.210938 Penalty: 539.834290
	Iteration 22F: 3 clusters Score -23135.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -38991.070312 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -38991.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38443.210938 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -38443.21 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38591.605469 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -38591.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38628.644531 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -38628.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38647.566406 Penalty: 577.930603
	Iteration 3F: 3 clusters Score -38647.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38676.589844 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -38676.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -38729.687500 Penalty: 577.930603
	Iteration 5F: 3 clusters Score -38729.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -38837.042969 Penalty: 577.930603
	Iteration 6F: 3 clusters Score -38837.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38918.000000 Penalty: 577.930603
	Iteration 7F: 3 clusters Score -38918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -38955.253906 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -38955.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -38983.117188 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -38983.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -38999.855469 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -38999.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39009.105469 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -39009.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -39012.128906 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -39012.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -39014.074219 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -39014.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -39014.519531 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -39014.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -39014.519531 Penalty: 577.930603
	Iteration 15F: 3 clusters Score -39014.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 506 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 110 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 125 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1204 members 
Mstep: Class 95 contains 124 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 109 members 
Mstep: Class 98 contains 331 members 
Mstep: Class 99 contains 273 members 
Mstep: Class 100 contains 430 members 
Mstep: Class 101 contains 133 members 
Mstep: Class 102 contains 149 members 
Mstep: Class 103 contains 448 members 
Entering Unmasked Estep 
Score: -14137310.000000 Penalty: 57915.863281
Splitting cluster 91 changes total score from -14137201.000000 to -14137310.000000
So it's getting split into cluster 103.
Entering ConstructFrom: 
Trying to split cluster 92 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -16618.417969 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -16618.42 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 175 members 
Entering Unmasked Estep 
Score: -16256.499023 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -16256.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16387.703125 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -16387.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16416.611328 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -16416.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16426.837891 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -16426.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16433.316406 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -16433.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16439.507812 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -16439.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16459.501953 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -16459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16469.767578 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -16469.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16473.087891 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -16473.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16473.875000 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -16473.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16474.496094 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -16474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16478.593750 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -16478.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16484.134766 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -16484.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16487.568359 Penalty: 526.328125
	Iteration 13Q: 3 clusters Score -16487.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16489.193359 Penalty: 526.328125
	Iteration 14Q: 3 clusters Score -16489.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16489.193359 Penalty: 526.328125
	Iteration 15F: 3 clusters Score -16489.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 93 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3064.050293 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3064.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2911.188477 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2911.188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2931.139648 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2931.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2934.438477 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2934.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2934.438477 Penalty: 367.917664
	Iteration 3F: 3 clusters Score -2934.438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20894 members 
Mstep: Class 4 contains 2985 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 793 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 963 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 136 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 92 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3070 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 215 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 445 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 126 members 
Mstep: Class 75 contains 490 members 
Mstep: Class 76 contains 506 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114918 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 110 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 624 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 377 members 
Mstep: Class 91 contains 125 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14137661.000000 Penalty: 57915.863281
Iteration 159Q: 104 clusters Score -1.413766e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20582 members 
Mstep: Class 4 contains 2987 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 983 members 
Mstep: Class 23 contains 8374 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 21428 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 116 members 
Mstep: Class 28 contains 174 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 133 members 
Mstep: Class 31 contains 386 members 
Mstep: Class 32 contains 82 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3071 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1085 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1892 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 285 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 307 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 197 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 224 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 459 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 130 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 523 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115202 members 
Mstep: Class 82 contains 2229 members 
Mstep: Class 83 contains 126 members 
Mstep: Class 84 contains 117 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 616 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 95 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 378 members 
Mstep: Class 91 contains 133 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1161 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 285 members 
Mstep: Class 97 contains 117 members 
Mstep: Class 98 contains 334 members 
Mstep: Class 99 contains 271 members 
Mstep: Class 100 contains 426 members 
Mstep: Class 101 contains 131 members 
Mstep: Class 102 contains 131 members 
Mstep: Class 103 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139077.000000 Penalty: 57915.863281
Iteration 160F: 104 clusters Score -1.413908e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16623 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1231 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8362 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21419 members 
Mstep: Class 26 contains 662 members 
Mstep: Class 27 contains 113 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 129 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 83 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 3017 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1084 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1999 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 1893 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 307 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 195 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 229 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 462 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 275 members 
Mstep: Class 74 contains 128 members 
Mstep: Class 75 contains 502 members 
Mstep: Class 76 contains 534 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1070 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115279 members 
Mstep: Class 82 contains 2228 members 
Mstep: Class 83 contains 154 members 
Mstep: Class 84 contains 130 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 608 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 92 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 378 members 
Mstep: Class 91 contains 137 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1393 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 297 members 
Mstep: Class 97 contains 121 members 
Mstep: Class 98 contains 340 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 426 members 
Mstep: Class 101 contains 132 members 
Mstep: Class 102 contains 123 members 
Mstep: Class 103 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14139986.000000 Penalty: 57915.863281
Iteration 161Q: 104 clusters Score -1.413999e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20230 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1230 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8359 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21416 members 
Mstep: Class 26 contains 663 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 173 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 123 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 82 members 
Mstep: Class 33 contains 207 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2977 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1082 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1990 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 1895 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 284 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 195 members 
Mstep: Class 59 contains 598 members 
Mstep: Class 60 contains 230 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 464 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 551 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 275 members 
Mstep: Class 74 contains 129 members 
Mstep: Class 75 contains 504 members 
Mstep: Class 76 contains 539 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1071 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115312 members 
Mstep: Class 82 contains 2227 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 139 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 378 members 
Mstep: Class 91 contains 145 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1561 members 
Mstep: Class 95 contains 120 members 
Mstep: Class 96 contains 302 members 
Mstep: Class 97 contains 117 members 
Mstep: Class 98 contains 344 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 427 members 
Mstep: Class 101 contains 133 members 
Mstep: Class 102 contains 129 members 
Mstep: Class 103 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140228.000000 Penalty: 57915.863281
Iteration 162Q: 104 clusters Score -1.414023e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20107 members 
Mstep: Class 4 contains 2960 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16625 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 787 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1229 members 
Mstep: Class 21 contains 649 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 21412 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 110 members 
Mstep: Class 28 contains 173 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 119 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 80 members 
Mstep: Class 33 contains 211 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2946 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1989 members 
Mstep: Class 44 contains 236 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1896 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 194 members 
Mstep: Class 59 contains 596 members 
Mstep: Class 60 contains 230 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 465 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 550 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 276 members 
Mstep: Class 74 contains 128 members 
Mstep: Class 75 contains 505 members 
Mstep: Class 76 contains 539 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1074 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115318 members 
Mstep: Class 82 contains 2225 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 145 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 596 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 152 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1716 members 
Mstep: Class 95 contains 119 members 
Mstep: Class 96 contains 302 members 
Mstep: Class 97 contains 114 members 
Mstep: Class 98 contains 347 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 427 members 
Mstep: Class 101 contains 133 members 
Mstep: Class 102 contains 134 members 
Mstep: Class 103 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140489.000000 Penalty: 57915.863281
Iteration 163Q: 104 clusters Score -1.414049e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 20006 members 
Mstep: Class 4 contains 2952 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8369 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 21412 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 109 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 116 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 79 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2910 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1986 members 
Mstep: Class 44 contains 237 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1897 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 595 members 
Mstep: Class 60 contains 226 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 582 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 550 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 276 members 
Mstep: Class 74 contains 131 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 536 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1080 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115320 members 
Mstep: Class 82 contains 2218 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 147 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 596 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 152 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1849 members 
Mstep: Class 95 contains 119 members 
Mstep: Class 96 contains 303 members 
Mstep: Class 97 contains 111 members 
Mstep: Class 98 contains 351 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 427 members 
Mstep: Class 101 contains 133 members 
Mstep: Class 102 contains 142 members 
Mstep: Class 103 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140642.000000 Penalty: 57915.863281
Iteration 164Q: 104 clusters Score -1.414064e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19931 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16627 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 536 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 1725 members 
Mstep: Class 25 contains 21425 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 109 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 114 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 77 members 
Mstep: Class 33 contains 222 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2891 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1981 members 
Mstep: Class 44 contains 237 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1898 members 
Mstep: Class 50 contains 305 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 685 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 225 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 550 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 276 members 
Mstep: Class 74 contains 134 members 
Mstep: Class 75 contains 508 members 
Mstep: Class 76 contains 530 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1084 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115265 members 
Mstep: Class 82 contains 2215 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 151 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 598 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 151 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 1982 members 
Mstep: Class 95 contains 117 members 
Mstep: Class 96 contains 304 members 
Mstep: Class 97 contains 110 members 
Mstep: Class 98 contains 355 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 428 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 148 members 
Mstep: Class 103 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140817.000000 Penalty: 57915.863281
Iteration 165Q: 104 clusters Score -1.414082e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19887 members 
Mstep: Class 4 contains 2945 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16627 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 780 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 8380 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 21436 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 161 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 111 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 77 members 
Mstep: Class 33 contains 226 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2866 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1983 members 
Mstep: Class 44 contains 237 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1899 members 
Mstep: Class 50 contains 305 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 685 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 223 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 464 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 135 members 
Mstep: Class 75 contains 508 members 
Mstep: Class 76 contains 527 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1086 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115210 members 
Mstep: Class 82 contains 2212 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 157 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 601 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 156 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2086 members 
Mstep: Class 95 contains 117 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 107 members 
Mstep: Class 98 contains 361 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 429 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 155 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14140952.000000 Penalty: 57915.863281
Iteration 166Q: 104 clusters Score -1.414095e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19853 members 
Mstep: Class 4 contains 2940 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 8390 members 
Mstep: Class 24 contains 1722 members 
Mstep: Class 25 contains 21447 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 158 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 106 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1986 members 
Mstep: Class 44 contains 237 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 1900 members 
Mstep: Class 50 contains 305 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 685 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 219 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 464 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 548 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1088 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115153 members 
Mstep: Class 82 contains 2212 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 162 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 601 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 160 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2173 members 
Mstep: Class 95 contains 119 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 105 members 
Mstep: Class 98 contains 364 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 430 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 160 members 
Mstep: Class 103 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141016.000000 Penalty: 57915.863281
Iteration 167Q: 104 clusters Score -1.414102e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19829 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16627 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 775 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 8397 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 21458 members 
Mstep: Class 26 contains 661 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 157 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2831 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1991 members 
Mstep: Class 44 contains 237 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1903 members 
Mstep: Class 50 contains 305 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 685 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 218 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 138 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1089 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115112 members 
Mstep: Class 82 contains 2210 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 168 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 163 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2230 members 
Mstep: Class 95 contains 119 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 100 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 431 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 166 members 
Mstep: Class 103 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141072.000000 Penalty: 57915.863281
Iteration 168Q: 104 clusters Score -1.414107e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19813 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16627 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 21473 members 
Mstep: Class 26 contains 660 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1995 members 
Mstep: Class 44 contains 237 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1907 members 
Mstep: Class 50 contains 305 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 685 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 217 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 139 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1090 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115073 members 
Mstep: Class 82 contains 2209 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 171 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2277 members 
Mstep: Class 95 contains 119 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 96 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 171 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141066.000000 Penalty: 57915.863281
Iteration 169Q: 104 clusters Score -1.414107e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19798 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 2444 members 
Mstep: Class 6 contains 16627 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 1723 members 
Mstep: Class 25 contains 21485 members 
Mstep: Class 26 contains 658 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2812 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 237 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1911 members 
Mstep: Class 50 contains 306 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 685 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 217 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115048 members 
Mstep: Class 82 contains 2208 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2314 members 
Mstep: Class 95 contains 121 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 90 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 177 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141086.000000 Penalty: 57915.863281
Iteration 170Q: 104 clusters Score -1.414109e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19788 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 1724 members 
Mstep: Class 25 contains 21493 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2810 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1081 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 238 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1915 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 684 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 216 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 136 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115033 members 
Mstep: Class 82 contains 2208 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2338 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 79 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 189 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141142.000000 Penalty: 57915.863281
Iteration 171Q: 104 clusters Score -1.414114e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19779 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 1726 members 
Mstep: Class 25 contains 21509 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2807 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1080 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1917 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 685 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 136 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 115013 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2355 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 75 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 194 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141145.000000 Penalty: 57915.863281
Iteration 172Q: 104 clusters Score -1.414114e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19771 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1222 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 1727 members 
Mstep: Class 25 contains 21524 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2806 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1078 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1996 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1919 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 686 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114997 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2366 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 198 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141189.000000 Penalty: 57915.863281
Iteration 173Q: 104 clusters Score -1.414119e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19763 members 
Mstep: Class 4 contains 2917 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8397 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21533 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2806 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1996 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1920 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 687 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114982 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2373 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 198 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141220.000000 Penalty: 57915.863281
Iteration 174Q: 104 clusters Score -1.414122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19753 members 
Mstep: Class 4 contains 2924 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21540 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2805 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1922 members 
Mstep: Class 50 contains 307 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114971 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2375 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 198 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141229.000000 Penalty: 57915.863281
Iteration 175Q: 104 clusters Score -1.414123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19748 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21548 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1923 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114954 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2379 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 198 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141214.000000 Penalty: 57915.863281
Iteration 176Q: 104 clusters Score -1.414121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19745 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21551 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114946 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2381 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 198 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141211.000000 Penalty: 57915.863281
Iteration 177Q: 104 clusters Score -1.414121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19738 members 
Mstep: Class 4 contains 2939 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21553 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114948 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2383 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 198 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141211.000000 Penalty: 57915.863281
Iteration 178Q: 104 clusters Score -1.414121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19733 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21558 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114939 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2386 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 198 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141226.000000 Penalty: 57915.863281
Iteration 179Q: 104 clusters Score -1.414123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19730 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21563 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 104 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2804 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 214 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 581 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114934 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 172 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 599 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 162 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2387 members 
Mstep: Class 95 contains 123 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 198 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141262.000000 Penalty: 57915.863281
Iteration 180F: 104 clusters Score -1.414126e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19724 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21570 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 77 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 213 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114926 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 175 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 589 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 172 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2396 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 200 members 
Mstep: Class 103 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141313.000000 Penalty: 57915.863281
Iteration 181Q: 104 clusters Score -1.414131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 775 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21574 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2802 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 128 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114909 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 177 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 586 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 176 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2411 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141306.000000 Penalty: 57915.863281
Iteration 182Q: 104 clusters Score -1.414131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19714 members 
Mstep: Class 4 contains 2951 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 8398 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 21576 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2799 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114909 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 579 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 182 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2418 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141328.000000 Penalty: 57915.863281
Iteration 183Q: 104 clusters Score -1.414133e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19712 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 772 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 8400 members 
Mstep: Class 24 contains 1731 members 
Mstep: Class 25 contains 21576 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2794 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114906 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 574 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 186 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2421 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141351.000000 Penalty: 57915.863281
Iteration 184Q: 104 clusters Score -1.414135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19712 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 769 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21577 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2789 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114903 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 572 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2426 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 363 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141372.000000 Penalty: 57915.863281
Iteration 185Q: 104 clusters Score -1.414137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19709 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8403 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21580 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2783 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 689 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114898 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 570 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2431 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 364 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141375.000000 Penalty: 57915.863281
Iteration 186Q: 104 clusters Score -1.414138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19708 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 8402 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21585 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2782 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 687 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114891 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 570 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 190 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2436 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 365 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141379.000000 Penalty: 57915.863281
Iteration 187Q: 104 clusters Score -1.414138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19705 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8406 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21589 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2777 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 687 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114886 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 569 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 191 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2441 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 365 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141380.000000 Penalty: 57915.863281
Iteration 188Q: 104 clusters Score -1.414138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19703 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 8409 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21598 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2772 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 308 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 687 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114878 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 569 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 192 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2445 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 365 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141395.000000 Penalty: 57915.863281
Iteration 189Q: 104 clusters Score -1.41414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19701 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 764 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8412 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21602 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2767 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 687 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114872 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 569 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 191 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2451 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 366 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141392.000000 Penalty: 57915.863281
Iteration 190Q: 104 clusters Score -1.414139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19700 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8415 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21608 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 687 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114863 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 569 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 187 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2458 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 367 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141403.000000 Penalty: 57915.863281
Iteration 191Q: 104 clusters Score -1.41414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19697 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8416 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21609 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2758 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114863 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 569 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2461 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141404.000000 Penalty: 57915.863281
Iteration 192Q: 104 clusters Score -1.41414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19696 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8418 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21615 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2756 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114854 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2465 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141410.000000 Penalty: 57915.863281
Iteration 193Q: 104 clusters Score -1.414141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19694 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8420 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21618 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2754 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114848 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2470 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141415.000000 Penalty: 57915.863281
Iteration 194Q: 104 clusters Score -1.414142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19690 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8422 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21621 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114839 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2481 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141423.000000 Penalty: 57915.863281
Iteration 195Q: 104 clusters Score -1.414142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19687 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 969 members 
Mstep: Class 23 contains 8423 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21626 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2750 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114838 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2482 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141430.000000 Penalty: 57915.863281
Iteration 196Q: 104 clusters Score -1.414143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8424 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21633 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114836 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2479 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141429.000000 Penalty: 57915.863281
Iteration 197Q: 104 clusters Score -1.414143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21637 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114835 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14141427.000000 Penalty: 57915.863281
Iteration 198Q: 104 clusters Score -1.414143e+07 nChanged 10
Entering ConstructFrom: 
Score: -14141427.000000 Penalty: 57915.863281
Entering ConstructFrom: 
Trying to split cluster 1 (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: -74902.914062 Penalty: 311.728912
	Iteration 0F: 2 clusters Score -74902.91 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 437 members 
Entering Unmasked Estep 
Score: -74150.507812 Penalty: 623.457825
	Iteration 0F: 3 clusters Score -74150.51 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74446.750000 Penalty: 623.457825
	Iteration 1F: 3 clusters Score -74446.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74555.117188 Penalty: 623.457825
	Iteration 2F: 3 clusters Score -74555.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74630.414062 Penalty: 623.457825
	Iteration 3F: 3 clusters Score -74630.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74675.789062 Penalty: 623.457825
	Iteration 4Q: 3 clusters Score -74675.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74705.539062 Penalty: 623.457825
	Iteration 5Q: 3 clusters Score -74705.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74721.148438 Penalty: 623.457825
	Iteration 6Q: 3 clusters Score -74721.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74738.328125 Penalty: 623.457825
	Iteration 7Q: 3 clusters Score -74738.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74753.757812 Penalty: 623.457825
	Iteration 8Q: 3 clusters Score -74753.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74770.710938 Penalty: 623.457825
	Iteration 9Q: 3 clusters Score -74770.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74781.929688 Penalty: 623.457825
	Iteration 10Q: 3 clusters Score -74781.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74792.414062 Penalty: 623.457825
	Iteration 11Q: 3 clusters Score -74792.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74797.531250 Penalty: 623.457825
	Iteration 12Q: 3 clusters Score -74797.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74800.710938 Penalty: 623.457825
	Iteration 13Q: 3 clusters Score -74800.71 nChanged 2
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: -74802.171875 Penalty: 623.457825
	Iteration 14Q: 3 clusters Score -74802.17 nChanged 0
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: -74802.171875 Penalty: 623.457825
	Iteration 15F: 3 clusters Score -74802.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -27120.384766 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -27120.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26734.736328 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -26734.74 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26851.976562 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -26851.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26885.777344 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -26885.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26911.378906 Penalty: 541.508484
	Iteration 3F: 3 clusters Score -26911.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26929.812500 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -26929.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26940.044922 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -26940.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26949.564453 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -26949.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26953.775391 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -26953.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26955.150391 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -26955.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26957.117188 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -26957.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26960.392578 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -26960.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26962.470703 Penalty: 541.508484
	Iteration 11Q: 3 clusters Score -26962.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26967.861328 Penalty: 541.508484
	Iteration 12Q: 3 clusters Score -26967.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26968.802734 Penalty: 541.508484
	Iteration 13Q: 3 clusters Score -26968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26969.037109 Penalty: 541.508484
	Iteration 14Q: 3 clusters Score -26969.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26969.037109 Penalty: 541.508484
	Iteration 15F: 3 clusters Score -26969.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Entering Unmasked Estep 
Score: -1174867.375000 Penalty: 449.879425
	Iteration 0F: 2 clusters Score -1174867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1161717.250000 Penalty: 899.758850
	Iteration 0F: 3 clusters Score -1161717 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1167507.750000 Penalty: 899.758850
	Iteration 1F: 3 clusters Score -1167508 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1168052.750000 Penalty: 899.758850
	Iteration 2F: 3 clusters Score -1168053 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1168733.875000 Penalty: 899.758850
	Iteration 3F: 3 clusters Score -1168734 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1169575.000000 Penalty: 899.758850
	Iteration 4F: 3 clusters Score -1169575 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1170559.250000 Penalty: 899.758850
	Iteration 5F: 3 clusters Score -1170559 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1171410.250000 Penalty: 899.758850
	Iteration 6F: 3 clusters Score -1171410 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1171849.000000 Penalty: 899.758850
	Iteration 7Q: 3 clusters Score -1171849 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1172120.500000 Penalty: 899.758850
	Iteration 8Q: 3 clusters Score -1172120 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1172325.375000 Penalty: 899.758850
	Iteration 9Q: 3 clusters Score -1172325 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1172486.250000 Penalty: 899.758850
	Iteration 10Q: 3 clusters Score -1172486 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1172640.375000 Penalty: 899.758850
	Iteration 11Q: 3 clusters Score -1172640 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1172804.000000 Penalty: 899.758850
	Iteration 12Q: 3 clusters Score -1172804 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1172966.000000 Penalty: 899.758850
	Iteration 13Q: 3 clusters Score -1172966 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1173133.625000 Penalty: 899.758850
	Iteration 14Q: 3 clusters Score -1173134 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1173285.875000 Penalty: 899.758850
	Iteration 15Q: 3 clusters Score -1173286 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1173446.375000 Penalty: 899.758850
	Iteration 16Q: 3 clusters Score -1173446 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1173605.000000 Penalty: 899.758850
	Iteration 17Q: 3 clusters Score -1173605 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1173751.125000 Penalty: 899.758850
	Iteration 18Q: 3 clusters Score -1173751 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1173878.125000 Penalty: 899.758850
	Iteration 19Q: 3 clusters Score -1173878 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1173994.125000 Penalty: 899.758850
	Iteration 20F: 3 clusters Score -1173994 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1174096.125000 Penalty: 899.758850
	Iteration 21Q: 3 clusters Score -1174096 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1174170.750000 Penalty: 899.758850
	Iteration 22Q: 3 clusters Score -1174171 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1174246.125000 Penalty: 899.758850
	Iteration 23Q: 3 clusters Score -1174246 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1174299.750000 Penalty: 899.758850
	Iteration 24Q: 3 clusters Score -1174300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1174361.000000 Penalty: 899.758850
	Iteration 25Q: 3 clusters Score -1174361 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1174402.875000 Penalty: 899.758850
	Iteration 26Q: 3 clusters Score -1174403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1174439.500000 Penalty: 899.758850
	Iteration 27Q: 3 clusters Score -1174440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1174470.000000 Penalty: 899.758850
	Iteration 28Q: 3 clusters Score -1174470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1174488.000000 Penalty: 899.758850
	Iteration 29Q: 3 clusters Score -1174488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1174498.375000 Penalty: 899.758850
	Iteration 30Q: 3 clusters Score -1174498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1174506.750000 Penalty: 899.758850
	Iteration 31Q: 3 clusters Score -1174507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1174510.000000 Penalty: 899.758850
	Iteration 32Q: 3 clusters Score -1174510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1174519.875000 Penalty: 899.758850
	Iteration 33Q: 3 clusters Score -1174520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1174530.750000 Penalty: 899.758850
	Iteration 34Q: 3 clusters Score -1174531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1174541.875000 Penalty: 899.758850
	Iteration 35Q: 3 clusters Score -1174542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1174549.375000 Penalty: 899.758850
	Iteration 36Q: 3 clusters Score -1174549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1174556.250000 Penalty: 899.758850
	Iteration 37Q: 3 clusters Score -1174556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1174561.375000 Penalty: 899.758850
	Iteration 38Q: 3 clusters Score -1174561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1174567.375000 Penalty: 899.758850
	Iteration 39Q: 3 clusters Score -1174567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1174571.125000 Penalty: 899.758850
	Iteration 40F: 3 clusters Score -1174571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1174576.250000 Penalty: 899.758850
	Iteration 41Q: 3 clusters Score -1174576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1174575.625000 Penalty: 899.758850
	Iteration 42Q: 3 clusters Score -1174576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1174579.375000 Penalty: 899.758850
	Iteration 43Q: 3 clusters Score -1174579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1174579.375000 Penalty: 899.758850
	Iteration 44Q: 3 clusters Score -1174579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1174584.000000 Penalty: 899.758850
	Iteration 45Q: 3 clusters Score -1174584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1174587.750000 Penalty: 899.758850
	Iteration 46Q: 3 clusters Score -1174588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1174589.375000 Penalty: 899.758850
	Iteration 47Q: 3 clusters Score -1174589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1174591.750000 Penalty: 899.758850
	Iteration 48Q: 3 clusters Score -1174592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1174594.375000 Penalty: 899.758850
	Iteration 49Q: 3 clusters Score -1174594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1174594.875000 Penalty: 899.758850
	Iteration 50Q: 3 clusters Score -1174595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1174596.375000 Penalty: 899.758850
	Iteration 51Q: 3 clusters Score -1174596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1174599.625000 Penalty: 899.758850
	Iteration 52Q: 3 clusters Score -1174600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1174601.625000 Penalty: 899.758850
	Iteration 53Q: 3 clusters Score -1174602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1174601.625000 Penalty: 899.758850
	Iteration 54Q: 3 clusters Score -1174602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1174602.125000 Penalty: 899.758850
	Iteration 55Q: 3 clusters Score -1174602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1174602.000000 Penalty: 899.758850
	Iteration 56Q: 3 clusters Score -1174602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1174604.000000 Penalty: 899.758850
	Iteration 57Q: 3 clusters Score -1174604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1174606.000000 Penalty: 899.758850
	Iteration 58Q: 3 clusters Score -1174606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1174605.875000 Penalty: 899.758850
	Iteration 59Q: 3 clusters Score -1174606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1174605.500000 Penalty: 899.758850
	Iteration 60F: 3 clusters Score -1174606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1174605.375000 Penalty: 899.758850
	Iteration 61Q: 3 clusters Score -1174605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1174605.375000 Penalty: 899.758850
	Iteration 62F: 3 clusters Score -1174605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Entering Unmasked Estep 
Score: -191821.984375 Penalty: 363.571228
	Iteration 0F: 2 clusters Score -191822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -189736.703125 Penalty: 727.142456
	Iteration 0F: 3 clusters Score -189736.7 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -190475.187500 Penalty: 727.142456
	Iteration 1F: 3 clusters Score -190475.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -190650.593750 Penalty: 727.142456
	Iteration 2F: 3 clusters Score -190650.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -190836.312500 Penalty: 727.142456
	Iteration 3F: 3 clusters Score -190836.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -191007.390625 Penalty: 727.142456
	Iteration 4F: 3 clusters Score -191007.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -191163.781250 Penalty: 727.142456
	Iteration 5F: 3 clusters Score -191163.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -191264.546875 Penalty: 727.142456
	Iteration 6Q: 3 clusters Score -191264.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -191315.703125 Penalty: 727.142456
	Iteration 7Q: 3 clusters Score -191315.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -191350.234375 Penalty: 727.142456
	Iteration 8Q: 3 clusters Score -191350.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -191372.921875 Penalty: 727.142456
	Iteration 9Q: 3 clusters Score -191372.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191390.640625 Penalty: 727.142456
	Iteration 10Q: 3 clusters Score -191390.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -191401.968750 Penalty: 727.142456
	Iteration 11Q: 3 clusters Score -191402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -191408.265625 Penalty: 727.142456
	Iteration 12Q: 3 clusters Score -191408.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -191411.609375 Penalty: 727.142456
	Iteration 13Q: 3 clusters Score -191411.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191414.984375 Penalty: 727.142456
	Iteration 14Q: 3 clusters Score -191415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -191420.593750 Penalty: 727.142456
	Iteration 15Q: 3 clusters Score -191420.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -191426.640625 Penalty: 727.142456
	Iteration 16Q: 3 clusters Score -191426.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -191435.515625 Penalty: 727.142456
	Iteration 17Q: 3 clusters Score -191435.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -191441.750000 Penalty: 727.142456
	Iteration 18Q: 3 clusters Score -191441.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -191448.296875 Penalty: 727.142456
	Iteration 19Q: 3 clusters Score -191448.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -191454.234375 Penalty: 727.142456
	Iteration 20F: 3 clusters Score -191454.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -191463.828125 Penalty: 727.142456
	Iteration 21Q: 3 clusters Score -191463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -191472.906250 Penalty: 727.142456
	Iteration 22Q: 3 clusters Score -191472.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -191480.656250 Penalty: 727.142456
	Iteration 23Q: 3 clusters Score -191480.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -191483.921875 Penalty: 727.142456
	Iteration 24Q: 3 clusters Score -191483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -191485.546875 Penalty: 727.142456
	Iteration 25Q: 3 clusters Score -191485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -191487.406250 Penalty: 727.142456
	Iteration 26Q: 3 clusters Score -191487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -191488.218750 Penalty: 727.142456
	Iteration 27Q: 3 clusters Score -191488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -191488.359375 Penalty: 727.142456
	Iteration 28Q: 3 clusters Score -191488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -191489.062500 Penalty: 727.142456
	Iteration 29Q: 3 clusters Score -191489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -191488.875000 Penalty: 727.142456
	Iteration 30Q: 3 clusters Score -191488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -191488.859375 Penalty: 727.142456
	Iteration 31Q: 3 clusters Score -191488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -191488.859375 Penalty: 727.142456
	Iteration 32F: 3 clusters Score -191488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -146648.187500 Penalty: 354.926056
	Iteration 0F: 2 clusters Score -146648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -144912.000000 Penalty: 709.852112
	Iteration 0F: 3 clusters Score -144912 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -145519.062500 Penalty: 709.852112
	Iteration 1F: 3 clusters Score -145519.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -145613.265625 Penalty: 709.852112
	Iteration 2F: 3 clusters Score -145613.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -145705.687500 Penalty: 709.852112
	Iteration 3F: 3 clusters Score -145705.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -145811.562500 Penalty: 709.852112
	Iteration 4F: 3 clusters Score -145811.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -145931.750000 Penalty: 709.852112
	Iteration 5F: 3 clusters Score -145931.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -146047.734375 Penalty: 709.852112
	Iteration 6F: 3 clusters Score -146047.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -146129.546875 Penalty: 709.852112
	Iteration 7Q: 3 clusters Score -146129.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -146173.875000 Penalty: 709.852112
	Iteration 8Q: 3 clusters Score -146173.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -146207.656250 Penalty: 709.852112
	Iteration 9Q: 3 clusters Score -146207.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -146238.328125 Penalty: 709.852112
	Iteration 10Q: 3 clusters Score -146238.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -146267.046875 Penalty: 709.852112
	Iteration 11Q: 3 clusters Score -146267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146294.593750 Penalty: 709.852112
	Iteration 12Q: 3 clusters Score -146294.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -146312.109375 Penalty: 709.852112
	Iteration 13Q: 3 clusters Score -146312.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -146326.093750 Penalty: 709.852112
	Iteration 14Q: 3 clusters Score -146326.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -146337.000000 Penalty: 709.852112
	Iteration 15Q: 3 clusters Score -146337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -146345.031250 Penalty: 709.852112
	Iteration 16Q: 3 clusters Score -146345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -146350.656250 Penalty: 709.852112
	Iteration 17Q: 3 clusters Score -146350.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -146351.812500 Penalty: 709.852112
	Iteration 18Q: 3 clusters Score -146351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -146353.765625 Penalty: 709.852112
	Iteration 19Q: 3 clusters Score -146353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -146355.843750 Penalty: 709.852112
	Iteration 20F: 3 clusters Score -146355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -146356.703125 Penalty: 709.852112
	Iteration 21Q: 3 clusters Score -146356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -146357.140625 Penalty: 709.852112
	Iteration 22Q: 3 clusters Score -146357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -146357.265625 Penalty: 709.852112
	Iteration 23Q: 3 clusters Score -146357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -146357.265625 Penalty: 709.852112
	Iteration 24F: 3 clusters Score -146357.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Entering Unmasked Estep 
Score: -1407177.375000 Penalty: 442.201904
	Iteration 0F: 2 clusters Score -1407177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1398614.875000 Penalty: 884.403809
	Iteration 0F: 3 clusters Score -1398615 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1403121.125000 Penalty: 884.403809
	Iteration 1F: 3 clusters Score -1403121 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1403448.000000 Penalty: 884.403809
	Iteration 2F: 3 clusters Score -1403448 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1403856.250000 Penalty: 884.403809
	Iteration 3F: 3 clusters Score -1403856 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1404300.875000 Penalty: 884.403809
	Iteration 4F: 3 clusters Score -1404301 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1404690.125000 Penalty: 884.403809
	Iteration 5F: 3 clusters Score -1404690 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1405174.250000 Penalty: 884.403809
	Iteration 6F: 3 clusters Score -1405174 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1405672.375000 Penalty: 884.403809
	Iteration 7F: 3 clusters Score -1405672 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1406136.875000 Penalty: 884.403809
	Iteration 8Q: 3 clusters Score -1406137 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1406426.625000 Penalty: 884.403809
	Iteration 9Q: 3 clusters Score -1406427 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1406588.500000 Penalty: 884.403809
	Iteration 10Q: 3 clusters Score -1406588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1406703.125000 Penalty: 884.403809
	Iteration 11Q: 3 clusters Score -1406703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1406765.625000 Penalty: 884.403809
	Iteration 12Q: 3 clusters Score -1406766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1406803.625000 Penalty: 884.403809
	Iteration 13Q: 3 clusters Score -1406804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1406820.250000 Penalty: 884.403809
	Iteration 14Q: 3 clusters Score -1406820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1406830.625000 Penalty: 884.403809
	Iteration 15Q: 3 clusters Score -1406831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1406835.250000 Penalty: 884.403809
	Iteration 16Q: 3 clusters Score -1406835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1406831.625000 Penalty: 884.403809
	Iteration 17Q: 3 clusters Score -1406832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1406834.000000 Penalty: 884.403809
	Iteration 18Q: 3 clusters Score -1406834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1406837.375000 Penalty: 884.403809
	Iteration 19Q: 3 clusters Score -1406837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1406836.500000 Penalty: 884.403809
	Iteration 20F: 3 clusters Score -1406836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -42373.195312 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -42373.2 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 362 members 
Entering Unmasked Estep 
Score: -41747.816406 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -41747.82 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41953.550781 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -41953.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42028.453125 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -42028.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42063.496094 Penalty: 598.964294
	Iteration 3F: 3 clusters Score -42063.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42089.425781 Penalty: 598.964294
	Iteration 4Q: 3 clusters Score -42089.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42103.062500 Penalty: 598.964294
	Iteration 5Q: 3 clusters Score -42103.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42112.406250 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -42112.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42120.296875 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -42120.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42125.285156 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -42125.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42128.246094 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -42128.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42130.109375 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -42130.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42135.972656 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -42135.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42138.398438 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -42138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42139.003906 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -42139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42139.003906 Penalty: 598.964294
	Iteration 14F: 3 clusters Score -42139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -19860.818359 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -19860.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19452.171875 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -19452.17 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19649.722656 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -19649.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -19724.296875 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -19724.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19744.269531 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -19744.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19766.646484 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -19766.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19776.884766 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -19776.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19783.042969 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -19783.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19790.759766 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -19790.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19795.238281 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -19795.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19801.351562 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -19801.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19804.240234 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -19804.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19806.476562 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -19806.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19807.320312 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -19807.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19807.320312 Penalty: 542.451477
	Iteration 13F: 3 clusters Score -19807.32 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: -10637.436523 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10637.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10370.267578 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10370.27 nChanged 57
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: -10439.101562 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10439.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10465.738281 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10465.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10474.248047 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10474.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10483.267578 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10483.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10492.813477 Penalty: 476.030884
	Iteration 5Q: 3 clusters Score -10492.81 nChanged 3
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: -10495.256836 Penalty: 476.030884
	Iteration 6Q: 3 clusters Score -10495.26 nChanged 2
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: -10497.488281 Penalty: 476.030884
	Iteration 7Q: 3 clusters Score -10497.49 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: -10499.860352 Penalty: 476.030884
	Iteration 8Q: 3 clusters Score -10499.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10501.250000 Penalty: 476.030884
	Iteration 9Q: 3 clusters Score -10501.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10501.250000 Penalty: 476.030884
	Iteration 10F: 3 clusters Score -10501.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -7576.431152 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -7576.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7332.889648 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -7332.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7415.175293 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -7415.175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7466.069336 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -7466.069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7485.539062 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -7485.539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7500.608398 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -7500.608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7507.615723 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -7507.616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7512.878906 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -7512.879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7525.934570 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -7525.935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7537.849609 Penalty: 465.190857
	Iteration 8Q: 3 clusters Score -7537.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7540.892578 Penalty: 465.190857
	Iteration 9Q: 3 clusters Score -7540.893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7545.037109 Penalty: 465.190857
	Iteration 10Q: 3 clusters Score -7545.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7546.168945 Penalty: 465.190857
	Iteration 11Q: 3 clusters Score -7546.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7546.168945 Penalty: 465.190857
	Iteration 12F: 3 clusters Score -7546.169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -19367.535156 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -19367.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19005.974609 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -19005.97 nChanged 97
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: -19092.187500 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -19092.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19108.615234 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -19108.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19121.656250 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -19121.66 nChanged 8
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: -19125.228516 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -19125.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19125.587891 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -19125.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19126.375000 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -19126.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19126.375000 Penalty: 522.613281
	Iteration 7F: 3 clusters Score -19126.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -26389.640625 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -26389.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25944.181641 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -25944.18 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26029.628906 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -26029.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -26053.265625 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -26053.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26067.371094 Penalty: 552.437134
	Iteration 3Q: 3 clusters Score -26067.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26076.708984 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -26076.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26088.423828 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -26088.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26103.029297 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -26103.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26111.882812 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -26111.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26114.023438 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -26114.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26115.523438 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -26115.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26117.025391 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -26117.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26118.070312 Penalty: 552.437134
	Iteration 11Q: 3 clusters Score -26118.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26119.626953 Penalty: 552.437134
	Iteration 12Q: 3 clusters Score -26119.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26122.474609 Penalty: 552.437134
	Iteration 13Q: 3 clusters Score -26122.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26127.927734 Penalty: 552.437134
	Iteration 14Q: 3 clusters Score -26127.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -26130.464844 Penalty: 552.437134
	Iteration 15Q: 3 clusters Score -26130.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26130.740234 Penalty: 552.437134
	Iteration 16Q: 3 clusters Score -26130.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26130.884766 Penalty: 552.437134
	Iteration 17Q: 3 clusters Score -26130.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26130.884766 Penalty: 552.437134
	Iteration 18F: 3 clusters Score -26130.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -33568.625000 Penalty: 286.434601
	Iteration 0F: 2 clusters Score -33568.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33091.078125 Penalty: 572.869202
	Iteration 0F: 3 clusters Score -33091.08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -33237.703125 Penalty: 572.869202
	Iteration 1F: 3 clusters Score -33237.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -33282.136719 Penalty: 572.869202
	Iteration 2F: 3 clusters Score -33282.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33304.136719 Penalty: 572.869202
	Iteration 3Q: 3 clusters Score -33304.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -33330.660156 Penalty: 572.869202
	Iteration 4Q: 3 clusters Score -33330.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -33343.527344 Penalty: 572.869202
	Iteration 5Q: 3 clusters Score -33343.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -33354.210938 Penalty: 572.869202
	Iteration 6Q: 3 clusters Score -33354.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -33365.492188 Penalty: 572.869202
	Iteration 7Q: 3 clusters Score -33365.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -33377.371094 Penalty: 572.869202
	Iteration 8Q: 3 clusters Score -33377.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -33387.359375 Penalty: 572.869202
	Iteration 9Q: 3 clusters Score -33387.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -33390.308594 Penalty: 572.869202
	Iteration 10Q: 3 clusters Score -33390.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -33393.750000 Penalty: 572.869202
	Iteration 11Q: 3 clusters Score -33393.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -33396.093750 Penalty: 572.869202
	Iteration 12Q: 3 clusters Score -33396.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -33396.093750 Penalty: 572.869202
	Iteration 13F: 3 clusters Score -33396.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -23236.220703 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -23236.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22866.453125 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -22866.45 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23108.798828 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -23108.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23215.511719 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -23215.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23259.773438 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -23259.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23296.572266 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -23296.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23319.611328 Penalty: 539.107300
	Iteration 5Q: 3 clusters Score -23319.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23340.775391 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -23340.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23354.601562 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -23354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23367.916016 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -23367.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23379.585938 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -23379.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23383.597656 Penalty: 539.107300
	Iteration 10Q: 3 clusters Score -23383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23384.037109 Penalty: 539.107300
	Iteration 11Q: 3 clusters Score -23384.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23384.037109 Penalty: 539.107300
	Iteration 12F: 3 clusters Score -23384.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 88 members 
Entering Unmasked Estep 
Score: -14141293.000000 Penalty: 58478.156250
Splitting cluster 14 changes total score from -14141427.000000 to -14141293.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -53055.996094 Penalty: 301.995239
	Iteration 0F: 2 clusters Score -53056 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 377 members 
Entering Unmasked Estep 
Score: -52403.121094 Penalty: 603.990479
	Iteration 0F: 3 clusters Score -52403.12 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52671.894531 Penalty: 603.990479
	Iteration 1F: 3 clusters Score -52671.89 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52796.746094 Penalty: 603.990479
	Iteration 2F: 3 clusters Score -52796.75 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52890.312500 Penalty: 603.990479
	Iteration 3F: 3 clusters Score -52890.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52982.925781 Penalty: 603.990479
	Iteration 4F: 3 clusters Score -52982.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53025.816406 Penalty: 603.990479
	Iteration 5F: 3 clusters Score -53025.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -53041.515625 Penalty: 603.990479
	Iteration 6Q: 3 clusters Score -53041.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53051.441406 Penalty: 603.990479
	Iteration 7Q: 3 clusters Score -53051.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -53055.335938 Penalty: 603.990479
	Iteration 8Q: 3 clusters Score -53055.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53057.382812 Penalty: 603.990479
	Iteration 9Q: 3 clusters Score -53057.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53057.562500 Penalty: 603.990479
	Iteration 10Q: 3 clusters Score -53057.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -53057.691406 Penalty: 603.990479
	Iteration 11Q: 3 clusters Score -53057.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53057.800781 Penalty: 603.990479
	Iteration 12Q: 3 clusters Score -53057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53057.800781 Penalty: 603.990479
	Iteration 13F: 3 clusters Score -53057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 377 members 
Entering Unmasked Estep 
Score: -14141164.000000 Penalty: 58478.156250
Splitting cluster 15 changes total score from -14141427.000000 to -14141164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -96498.382812 Penalty: 338.339264
	Iteration 0F: 2 clusters Score -96498.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -95255.492188 Penalty: 676.678528
	Iteration 0F: 3 clusters Score -95255.49 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -95683.054688 Penalty: 676.678528
	Iteration 1F: 3 clusters Score -95683.05 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -95767.312500 Penalty: 676.678528
	Iteration 2F: 3 clusters Score -95767.31 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -95848.195312 Penalty: 676.678528
	Iteration 3F: 3 clusters Score -95848.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -95917.742188 Penalty: 676.678528
	Iteration 4F: 3 clusters Score -95917.74 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -95973.132812 Penalty: 676.678528
	Iteration 5F: 3 clusters Score -95973.13 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -96019.710938 Penalty: 676.678528
	Iteration 6Q: 3 clusters Score -96019.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -96052.937500 Penalty: 676.678528
	Iteration 7Q: 3 clusters Score -96052.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -96081.914062 Penalty: 676.678528
	Iteration 8Q: 3 clusters Score -96081.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -96102.773438 Penalty: 676.678528
	Iteration 9Q: 3 clusters Score -96102.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -96120.648438 Penalty: 676.678528
	Iteration 10Q: 3 clusters Score -96120.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96140.179688 Penalty: 676.678528
	Iteration 11Q: 3 clusters Score -96140.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96155.148438 Penalty: 676.678528
	Iteration 12Q: 3 clusters Score -96155.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -96167.476562 Penalty: 676.678528
	Iteration 13Q: 3 clusters Score -96167.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96175.492188 Penalty: 676.678528
	Iteration 14Q: 3 clusters Score -96175.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -96180.531250 Penalty: 676.678528
	Iteration 15Q: 3 clusters Score -96180.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96187.929688 Penalty: 676.678528
	Iteration 16Q: 3 clusters Score -96187.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -96191.312500 Penalty: 676.678528
	Iteration 17Q: 3 clusters Score -96191.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96193.554688 Penalty: 676.678528
	Iteration 18Q: 3 clusters Score -96193.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96196.101562 Penalty: 676.678528
	Iteration 19Q: 3 clusters Score -96196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96197.093750 Penalty: 676.678528
	Iteration 20F: 3 clusters Score -96197.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96198.007812 Penalty: 676.678528
	Iteration 21Q: 3 clusters Score -96198.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -96199.953125 Penalty: 676.678528
	Iteration 22Q: 3 clusters Score -96199.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96201.898438 Penalty: 676.678528
	Iteration 23Q: 3 clusters Score -96201.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96203.328125 Penalty: 676.678528
	Iteration 24Q: 3 clusters Score -96203.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96205.593750 Penalty: 676.678528
	Iteration 25Q: 3 clusters Score -96205.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96207.062500 Penalty: 676.678528
	Iteration 26Q: 3 clusters Score -96207.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96208.171875 Penalty: 676.678528
	Iteration 27Q: 3 clusters Score -96208.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96209.148438 Penalty: 676.678528
	Iteration 28Q: 3 clusters Score -96209.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -96209.281250 Penalty: 676.678528
	Iteration 29Q: 3 clusters Score -96209.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96209.468750 Penalty: 676.678528
	Iteration 30Q: 3 clusters Score -96209.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96209.468750 Penalty: 676.678528
	Iteration 31F: 3 clusters Score -96209.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -12436.503906 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -12436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12132.780273 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -12132.78 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12227.521484 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -12227.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12258.095703 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -12258.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12271.396484 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -12271.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12281.054688 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -12281.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12297.555664 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -12297.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12307.493164 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -12307.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12309.583984 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -12309.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12309.583984 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -12309.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -42019.531250 Penalty: 301.334503
	Iteration 0F: 2 clusters Score -42019.53 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 377 members 
Entering Unmasked Estep 
Score: -41369.027344 Penalty: 602.669006
	Iteration 0F: 3 clusters Score -41369.03 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -41562.238281 Penalty: 602.669006
	Iteration 1F: 3 clusters Score -41562.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41631.554688 Penalty: 602.669006
	Iteration 2F: 3 clusters Score -41631.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41671.140625 Penalty: 602.669006
	Iteration 3F: 3 clusters Score -41671.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41700.136719 Penalty: 602.669006
	Iteration 4Q: 3 clusters Score -41700.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41718.679688 Penalty: 602.669006
	Iteration 5Q: 3 clusters Score -41718.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41738.484375 Penalty: 602.669006
	Iteration 6Q: 3 clusters Score -41738.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41750.230469 Penalty: 602.669006
	Iteration 7Q: 3 clusters Score -41750.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41755.906250 Penalty: 602.669006
	Iteration 8Q: 3 clusters Score -41755.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41763.957031 Penalty: 602.669006
	Iteration 9Q: 3 clusters Score -41763.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41770.832031 Penalty: 602.669006
	Iteration 10Q: 3 clusters Score -41770.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41773.437500 Penalty: 602.669006
	Iteration 11Q: 3 clusters Score -41773.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41774.144531 Penalty: 602.669006
	Iteration 12Q: 3 clusters Score -41774.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41775.496094 Penalty: 602.669006
	Iteration 13Q: 3 clusters Score -41775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41776.820312 Penalty: 602.669006
	Iteration 14Q: 3 clusters Score -41776.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41780.539062 Penalty: 602.669006
	Iteration 15Q: 3 clusters Score -41780.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41784.335938 Penalty: 602.669006
	Iteration 16Q: 3 clusters Score -41784.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41786.375000 Penalty: 602.669006
	Iteration 17Q: 3 clusters Score -41786.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41788.085938 Penalty: 602.669006
	Iteration 18Q: 3 clusters Score -41788.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41788.515625 Penalty: 602.669006
	Iteration 19Q: 3 clusters Score -41788.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41789.304688 Penalty: 602.669006
	Iteration 20F: 3 clusters Score -41789.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -24811.355469 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -24811.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24355.740234 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -24355.74 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24518.503906 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -24518.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24626.875000 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -24626.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24679.347656 Penalty: 561.624756
	Iteration 3F: 3 clusters Score -24679.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24704.240234 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -24704.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24726.490234 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -24726.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24742.037109 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -24742.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24751.814453 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -24751.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24755.775391 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -24755.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24759.074219 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -24759.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24761.564453 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -24761.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24763.324219 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -24763.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24763.826172 Penalty: 561.624756
	Iteration 12Q: 3 clusters Score -24763.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24764.154297 Penalty: 561.624756
	Iteration 13Q: 3 clusters Score -24764.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24766.714844 Penalty: 561.624756
	Iteration 14Q: 3 clusters Score -24766.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24766.964844 Penalty: 561.624756
	Iteration 15Q: 3 clusters Score -24766.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24766.964844 Penalty: 561.624756
	Iteration 16F: 3 clusters Score -24766.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -71950.789062 Penalty: 323.238556
	Iteration 0F: 2 clusters Score -71950.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -70995.335938 Penalty: 646.477112
	Iteration 0F: 3 clusters Score -70995.34 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -71284.906250 Penalty: 646.477112
	Iteration 1F: 3 clusters Score -71284.91 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -71356.085938 Penalty: 646.477112
	Iteration 2F: 3 clusters Score -71356.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -71393.320312 Penalty: 646.477112
	Iteration 3F: 3 clusters Score -71393.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -71423.929688 Penalty: 646.477112
	Iteration 4Q: 3 clusters Score -71423.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -71456.906250 Penalty: 646.477112
	Iteration 5Q: 3 clusters Score -71456.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -71496.164062 Penalty: 646.477112
	Iteration 6F: 3 clusters Score -71496.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -71526.062500 Penalty: 646.477112
	Iteration 7Q: 3 clusters Score -71526.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -71552.562500 Penalty: 646.477112
	Iteration 8Q: 3 clusters Score -71552.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -71574.765625 Penalty: 646.477112
	Iteration 9Q: 3 clusters Score -71574.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -71595.343750 Penalty: 646.477112
	Iteration 10Q: 3 clusters Score -71595.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -71612.132812 Penalty: 646.477112
	Iteration 11Q: 3 clusters Score -71612.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -71624.000000 Penalty: 646.477112
	Iteration 12Q: 3 clusters Score -71624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -71632.164062 Penalty: 646.477112
	Iteration 13Q: 3 clusters Score -71632.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -71637.945312 Penalty: 646.477112
	Iteration 14Q: 3 clusters Score -71637.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -71647.593750 Penalty: 646.477112
	Iteration 15Q: 3 clusters Score -71647.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -71653.375000 Penalty: 646.477112
	Iteration 16Q: 3 clusters Score -71653.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -71656.804688 Penalty: 646.477112
	Iteration 17Q: 3 clusters Score -71656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -71666.632812 Penalty: 646.477112
	Iteration 18Q: 3 clusters Score -71666.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -71674.335938 Penalty: 646.477112
	Iteration 19Q: 3 clusters Score -71674.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -71676.695312 Penalty: 646.477112
	Iteration 20F: 3 clusters Score -71676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -26297.195312 Penalty: 294.562042
	Iteration 0F: 2 clusters Score -26297.2 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 324 members 
Entering Unmasked Estep 
Score: -25735.402344 Penalty: 589.124084
	Iteration 0F: 3 clusters Score -25735.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26000.337891 Penalty: 589.124084
	Iteration 1F: 3 clusters Score -26000.34 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26113.736328 Penalty: 589.124084
	Iteration 2F: 3 clusters Score -26113.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26185.279297 Penalty: 589.124084
	Iteration 3F: 3 clusters Score -26185.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26226.650391 Penalty: 589.124084
	Iteration 4Q: 3 clusters Score -26226.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26254.818359 Penalty: 589.124084
	Iteration 5Q: 3 clusters Score -26254.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26268.947266 Penalty: 589.124084
	Iteration 6Q: 3 clusters Score -26268.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26277.734375 Penalty: 589.124084
	Iteration 7Q: 3 clusters Score -26277.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26286.144531 Penalty: 589.124084
	Iteration 8Q: 3 clusters Score -26286.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26296.597656 Penalty: 589.124084
	Iteration 9Q: 3 clusters Score -26296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26309.785156 Penalty: 589.124084
	Iteration 10Q: 3 clusters Score -26309.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26315.232422 Penalty: 589.124084
	Iteration 11Q: 3 clusters Score -26315.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -26316.955078 Penalty: 589.124084
	Iteration 12Q: 3 clusters Score -26316.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -26316.955078 Penalty: 589.124084
	Iteration 13F: 3 clusters Score -26316.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 264 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 384 members 
Entering Unmasked Estep 
Score: -14141193.000000 Penalty: 58478.156250
Splitting cluster 21 changes total score from -14141427.000000 to -14141193.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -49822.500000 Penalty: 312.916962
	Iteration 0F: 2 clusters Score -49822.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49042.273438 Penalty: 625.833923
	Iteration 0F: 3 clusters Score -49042.27 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49370.878906 Penalty: 625.833923
	Iteration 1F: 3 clusters Score -49370.88 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49504.457031 Penalty: 625.833923
	Iteration 2F: 3 clusters Score -49504.46 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49624.667969 Penalty: 625.833923
	Iteration 3F: 3 clusters Score -49624.67 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49691.031250 Penalty: 625.833923
	Iteration 4F: 3 clusters Score -49691.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49735.648438 Penalty: 625.833923
	Iteration 5Q: 3 clusters Score -49735.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49764.929688 Penalty: 625.833923
	Iteration 6Q: 3 clusters Score -49764.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49786.457031 Penalty: 625.833923
	Iteration 7Q: 3 clusters Score -49786.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49793.750000 Penalty: 625.833923
	Iteration 8Q: 3 clusters Score -49793.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49799.058594 Penalty: 625.833923
	Iteration 9Q: 3 clusters Score -49799.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49802.648438 Penalty: 625.833923
	Iteration 10Q: 3 clusters Score -49802.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49807.277344 Penalty: 625.833923
	Iteration 11Q: 3 clusters Score -49807.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49810.824219 Penalty: 625.833923
	Iteration 12Q: 3 clusters Score -49810.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49813.386719 Penalty: 625.833923
	Iteration 13Q: 3 clusters Score -49813.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49819.828125 Penalty: 625.833923
	Iteration 14Q: 3 clusters Score -49819.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49822.613281 Penalty: 625.833923
	Iteration 15Q: 3 clusters Score -49822.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49823.335938 Penalty: 625.833923
	Iteration 16Q: 3 clusters Score -49823.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49823.976562 Penalty: 625.833923
	Iteration 17Q: 3 clusters Score -49823.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49824.503906 Penalty: 625.833923
	Iteration 18Q: 3 clusters Score -49824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49824.628906 Penalty: 625.833923
	Iteration 19Q: 3 clusters Score -49824.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49824.628906 Penalty: 625.833923
	Iteration 20F: 3 clusters Score -49824.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 737 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 233 members 
Entering Unmasked Estep 
Score: -14141193.000000 Penalty: 58478.156250
Splitting cluster 22 changes total score from -14141427.000000 to -14141193.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (8428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Entering Unmasked Estep 
Score: -467472.000000 Penalty: 411.288849
	Iteration 0F: 2 clusters Score -467472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -461836.625000 Penalty: 822.577698
	Iteration 0F: 3 clusters Score -461836.6 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -464243.000000 Penalty: 822.577698
	Iteration 1F: 3 clusters Score -464243 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -464833.625000 Penalty: 822.577698
	Iteration 2F: 3 clusters Score -464833.6 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -465592.906250 Penalty: 822.577698
	Iteration 3F: 3 clusters Score -465592.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -466293.156250 Penalty: 822.577698
	Iteration 4F: 3 clusters Score -466293.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -466709.812500 Penalty: 822.577698
	Iteration 5F: 3 clusters Score -466709.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -466931.937500 Penalty: 822.577698
	Iteration 6Q: 3 clusters Score -466931.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -467054.312500 Penalty: 822.577698
	Iteration 7Q: 3 clusters Score -467054.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -467111.562500 Penalty: 822.577698
	Iteration 8Q: 3 clusters Score -467111.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -467136.406250 Penalty: 822.577698
	Iteration 9Q: 3 clusters Score -467136.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -467159.250000 Penalty: 822.577698
	Iteration 10Q: 3 clusters Score -467159.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -467174.593750 Penalty: 822.577698
	Iteration 11Q: 3 clusters Score -467174.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -467181.906250 Penalty: 822.577698
	Iteration 12Q: 3 clusters Score -467181.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -467185.718750 Penalty: 822.577698
	Iteration 13Q: 3 clusters Score -467185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -467186.281250 Penalty: 822.577698
	Iteration 14Q: 3 clusters Score -467186.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -467187.406250 Penalty: 822.577698
	Iteration 15Q: 3 clusters Score -467187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -467188.843750 Penalty: 822.577698
	Iteration 16Q: 3 clusters Score -467188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -467189.500000 Penalty: 822.577698
	Iteration 17Q: 3 clusters Score -467189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -467191.750000 Penalty: 822.577698
	Iteration 18Q: 3 clusters Score -467191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -467191.750000 Penalty: 822.577698
	Iteration 19F: 3 clusters Score -467191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Entering Unmasked Estep 
Score: -105864.859375 Penalty: 339.347473
	Iteration 0F: 2 clusters Score -105864.9 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 859 members 
Entering Unmasked Estep 
Score: -104554.328125 Penalty: 678.694946
	Iteration 0F: 3 clusters Score -104554.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -104931.859375 Penalty: 678.694946
	Iteration 1F: 3 clusters Score -104931.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -104999.406250 Penalty: 678.694946
	Iteration 2F: 3 clusters Score -104999.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -105050.500000 Penalty: 678.694946
	Iteration 3F: 3 clusters Score -105050.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105079.554688 Penalty: 678.694946
	Iteration 4Q: 3 clusters Score -105079.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -105103.335938 Penalty: 678.694946
	Iteration 5Q: 3 clusters Score -105103.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -105118.468750 Penalty: 678.694946
	Iteration 6Q: 3 clusters Score -105118.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -105129.125000 Penalty: 678.694946
	Iteration 7Q: 3 clusters Score -105129.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -105137.046875 Penalty: 678.694946
	Iteration 8Q: 3 clusters Score -105137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -105145.078125 Penalty: 678.694946
	Iteration 9Q: 3 clusters Score -105145.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -105152.328125 Penalty: 678.694946
	Iteration 10Q: 3 clusters Score -105152.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -105162.179688 Penalty: 678.694946
	Iteration 11Q: 3 clusters Score -105162.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -105170.109375 Penalty: 678.694946
	Iteration 12Q: 3 clusters Score -105170.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -105176.312500 Penalty: 678.694946
	Iteration 13Q: 3 clusters Score -105176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -105182.148438 Penalty: 678.694946
	Iteration 14Q: 3 clusters Score -105182.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -105189.093750 Penalty: 678.694946
	Iteration 15Q: 3 clusters Score -105189.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -105197.000000 Penalty: 678.694946
	Iteration 16Q: 3 clusters Score -105197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -105203.671875 Penalty: 678.694946
	Iteration 17Q: 3 clusters Score -105203.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -105210.781250 Penalty: 678.694946
	Iteration 18Q: 3 clusters Score -105210.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -105218.695312 Penalty: 678.694946
	Iteration 19Q: 3 clusters Score -105218.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -105224.500000 Penalty: 678.694946
	Iteration 20F: 3 clusters Score -105224.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -105234.507812 Penalty: 678.694946
	Iteration 21Q: 3 clusters Score -105234.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -105250.179688 Penalty: 678.694946
	Iteration 22Q: 3 clusters Score -105250.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -105267.960938 Penalty: 678.694946
	Iteration 23Q: 3 clusters Score -105268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -105298.695312 Penalty: 678.694946
	Iteration 24Q: 3 clusters Score -105298.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -105328.640625 Penalty: 678.694946
	Iteration 25Q: 3 clusters Score -105328.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -105359.007812 Penalty: 678.694946
	Iteration 26Q: 3 clusters Score -105359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -105389.296875 Penalty: 678.694946
	Iteration 27Q: 3 clusters Score -105389.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -105421.289062 Penalty: 678.694946
	Iteration 28Q: 3 clusters Score -105421.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -105453.453125 Penalty: 678.694946
	Iteration 29Q: 3 clusters Score -105453.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -105486.257812 Penalty: 678.694946
	Iteration 30Q: 3 clusters Score -105486.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -105506.812500 Penalty: 678.694946
	Iteration 31Q: 3 clusters Score -105506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -105519.906250 Penalty: 678.694946
	Iteration 32Q: 3 clusters Score -105519.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -105525.242188 Penalty: 678.694946
	Iteration 33Q: 3 clusters Score -105525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -105538.367188 Penalty: 678.694946
	Iteration 34Q: 3 clusters Score -105538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -105545.000000 Penalty: 678.694946
	Iteration 35Q: 3 clusters Score -105545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -105553.882812 Penalty: 678.694946
	Iteration 36Q: 3 clusters Score -105553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -105564.015625 Penalty: 678.694946
	Iteration 37Q: 3 clusters Score -105564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -105566.000000 Penalty: 678.694946
	Iteration 38Q: 3 clusters Score -105566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -105568.750000 Penalty: 678.694946
	Iteration 39Q: 3 clusters Score -105568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -105577.492188 Penalty: 678.694946
	Iteration 40F: 3 clusters Score -105577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -105578.203125 Penalty: 678.694946
	Iteration 41Q: 3 clusters Score -105578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -105578.203125 Penalty: 678.694946
	Iteration 42F: 3 clusters Score -105578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Entering Unmasked Estep 
Score: -1392014.750000 Penalty: 454.196686
	Iteration 0F: 2 clusters Score -1392015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1377497.375000 Penalty: 908.393372
	Iteration 0F: 3 clusters Score -1377497 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1384151.000000 Penalty: 908.393372
	Iteration 1F: 3 clusters Score -1384151 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1385037.625000 Penalty: 908.393372
	Iteration 2F: 3 clusters Score -1385038 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1386163.250000 Penalty: 908.393372
	Iteration 3F: 3 clusters Score -1386163 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1387428.250000 Penalty: 908.393372
	Iteration 4F: 3 clusters Score -1387428 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1388481.250000 Penalty: 908.393372
	Iteration 5F: 3 clusters Score -1388481 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1389137.500000 Penalty: 908.393372
	Iteration 6Q: 3 clusters Score -1389138 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1389546.125000 Penalty: 908.393372
	Iteration 7Q: 3 clusters Score -1389546 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1389854.250000 Penalty: 908.393372
	Iteration 8Q: 3 clusters Score -1389854 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1390076.375000 Penalty: 908.393372
	Iteration 9Q: 3 clusters Score -1390076 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1390294.750000 Penalty: 908.393372
	Iteration 10Q: 3 clusters Score -1390295 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1390503.500000 Penalty: 908.393372
	Iteration 11Q: 3 clusters Score -1390504 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1390686.625000 Penalty: 908.393372
	Iteration 12Q: 3 clusters Score -1390687 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1390849.125000 Penalty: 908.393372
	Iteration 13Q: 3 clusters Score -1390849 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1390996.000000 Penalty: 908.393372
	Iteration 14Q: 3 clusters Score -1390996 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1391123.250000 Penalty: 908.393372
	Iteration 15Q: 3 clusters Score -1391123 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1391217.250000 Penalty: 908.393372
	Iteration 16Q: 3 clusters Score -1391217 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1391301.750000 Penalty: 908.393372
	Iteration 17Q: 3 clusters Score -1391302 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1391366.375000 Penalty: 908.393372
	Iteration 18Q: 3 clusters Score -1391366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1391423.250000 Penalty: 908.393372
	Iteration 19Q: 3 clusters Score -1391423 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1391467.000000 Penalty: 908.393372
	Iteration 20F: 3 clusters Score -1391467 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1391512.750000 Penalty: 908.393372
	Iteration 21Q: 3 clusters Score -1391513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1391545.750000 Penalty: 908.393372
	Iteration 22Q: 3 clusters Score -1391546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1391568.250000 Penalty: 908.393372
	Iteration 23Q: 3 clusters Score -1391568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1391586.750000 Penalty: 908.393372
	Iteration 24Q: 3 clusters Score -1391587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1391596.875000 Penalty: 908.393372
	Iteration 25Q: 3 clusters Score -1391597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1391614.125000 Penalty: 908.393372
	Iteration 26Q: 3 clusters Score -1391614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1391623.750000 Penalty: 908.393372
	Iteration 27Q: 3 clusters Score -1391624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1391630.750000 Penalty: 908.393372
	Iteration 28Q: 3 clusters Score -1391631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1391640.750000 Penalty: 908.393372
	Iteration 29Q: 3 clusters Score -1391641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1391645.500000 Penalty: 908.393372
	Iteration 30Q: 3 clusters Score -1391646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1391650.000000 Penalty: 908.393372
	Iteration 31Q: 3 clusters Score -1391650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1391653.375000 Penalty: 908.393372
	Iteration 32Q: 3 clusters Score -1391653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1391658.125000 Penalty: 908.393372
	Iteration 33Q: 3 clusters Score -1391658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1391663.500000 Penalty: 908.393372
	Iteration 34Q: 3 clusters Score -1391664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1391668.875000 Penalty: 908.393372
	Iteration 35Q: 3 clusters Score -1391669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1391677.125000 Penalty: 908.393372
	Iteration 36Q: 3 clusters Score -1391677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1391678.625000 Penalty: 908.393372
	Iteration 37Q: 3 clusters Score -1391679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1391689.375000 Penalty: 908.393372
	Iteration 38Q: 3 clusters Score -1391689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1391696.500000 Penalty: 908.393372
	Iteration 39Q: 3 clusters Score -1391696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1391699.500000 Penalty: 908.393372
	Iteration 40F: 3 clusters Score -1391700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1391702.250000 Penalty: 908.393372
	Iteration 41Q: 3 clusters Score -1391702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1391704.625000 Penalty: 908.393372
	Iteration 42Q: 3 clusters Score -1391705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1391704.875000 Penalty: 908.393372
	Iteration 43Q: 3 clusters Score -1391705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1391705.500000 Penalty: 908.393372
	Iteration 44Q: 3 clusters Score -1391706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1391707.125000 Penalty: 908.393372
	Iteration 45Q: 3 clusters Score -1391707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1391707.500000 Penalty: 908.393372
	Iteration 46Q: 3 clusters Score -1391708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1391707.500000 Penalty: 908.393372
	Iteration 47F: 3 clusters Score -1391708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -36692.621094 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -36692.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36112.636719 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -36112.64 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -36312.285156 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -36312.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36359.003906 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -36359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36371.914062 Penalty: 590.101807
	Iteration 3Q: 3 clusters Score -36371.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36387.800781 Penalty: 590.101807
	Iteration 4Q: 3 clusters Score -36387.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36398.308594 Penalty: 590.101807
	Iteration 5Q: 3 clusters Score -36398.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36411.035156 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -36411.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36421.285156 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -36421.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36425.699219 Penalty: 590.101807
	Iteration 8Q: 3 clusters Score -36425.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36428.003906 Penalty: 590.101807
	Iteration 9Q: 3 clusters Score -36428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36433.515625 Penalty: 590.101807
	Iteration 10Q: 3 clusters Score -36433.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36441.417969 Penalty: 590.101807
	Iteration 11Q: 3 clusters Score -36441.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36449.121094 Penalty: 590.101807
	Iteration 12Q: 3 clusters Score -36449.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36451.750000 Penalty: 590.101807
	Iteration 13Q: 3 clusters Score -36451.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36456.652344 Penalty: 590.101807
	Iteration 14Q: 3 clusters Score -36456.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36461.812500 Penalty: 590.101807
	Iteration 15Q: 3 clusters Score -36461.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36463.996094 Penalty: 590.101807
	Iteration 16Q: 3 clusters Score -36464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36465.734375 Penalty: 590.101807
	Iteration 17Q: 3 clusters Score -36465.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36471.507812 Penalty: 590.101807
	Iteration 18Q: 3 clusters Score -36471.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36473.718750 Penalty: 590.101807
	Iteration 19Q: 3 clusters Score -36473.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36474.289062 Penalty: 590.101807
	Iteration 20F: 3 clusters Score -36474.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -6479.127441 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -6479.127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6284.008301 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -6284.008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6344.194824 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -6344.195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6356.233398 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -6356.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6359.460449 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -6359.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6359.460449 Penalty: 426.073944
	Iteration 4F: 3 clusters Score -6359.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -6355.160645 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -6355.161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6131.356445 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -6131.356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6244.625977 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -6244.626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6316.886230 Penalty: 459.536926
	Iteration 2F: 3 clusters Score -6316.886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6408.519043 Penalty: 459.536926
	Iteration 3F: 3 clusters Score -6408.519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6492.037598 Penalty: 459.536926
	Iteration 4F: 3 clusters Score -6492.038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -6544.735352 Penalty: 459.536926
	Iteration 5F: 3 clusters Score -6544.735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6603.146484 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -6603.146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -6627.357910 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -6627.358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6648.549805 Penalty: 459.536926
	Iteration 8Q: 3 clusters Score -6648.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -6648.549805 Penalty: 459.536926
	Iteration 9F: 3 clusters Score -6648.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 120 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 36 members 
Entering Unmasked Estep 
Score: -14141402.000000 Penalty: 58478.156250
Splitting cluster 28 changes total score from -14141427.000000 to -14141402.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -27829.119141 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -27829.12 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 257 members 
Entering Unmasked Estep 
Score: -27338.181641 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -27338.18 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27474.148438 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -27474.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27510.189453 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -27510.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27530.615234 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -27530.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27537.154297 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -27537.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27539.226562 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -27539.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27540.958984 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -27540.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27541.550781 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -27541.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27542.537109 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -27542.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27545.451172 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -27545.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27546.128906 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -27546.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27546.208984 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -27546.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27546.208984 Penalty: 567.509644
	Iteration 12F: 3 clusters Score -27546.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5430.248047 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -5430.248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5264.356934 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -5264.357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5363.863770 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -5363.864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5400.374023 Penalty: 420.872528
	Iteration 2F: 3 clusters Score -5400.374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5418.739258 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -5418.739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5422.079590 Penalty: 420.872528
	Iteration 4Q: 3 clusters Score -5422.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5423.696289 Penalty: 420.872528
	Iteration 5Q: 3 clusters Score -5423.696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5423.696289 Penalty: 420.872528
	Iteration 6F: 3 clusters Score -5423.696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -20208.568359 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -20208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19811.691406 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -19811.69 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20002.830078 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -20002.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20079.142578 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -20079.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20122.185547 Penalty: 541.745117
	Iteration 3F: 3 clusters Score -20122.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20131.259766 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -20131.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20136.164062 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -20136.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20144.392578 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -20144.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20147.048828 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -20147.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20151.302734 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -20151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20153.611328 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -20153.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20156.251953 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -20156.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20161.439453 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -20161.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20168.789062 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -20168.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20172.486328 Penalty: 541.745117
	Iteration 13Q: 3 clusters Score -20172.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20174.460938 Penalty: 541.745117
	Iteration 14Q: 3 clusters Score -20174.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20176.533203 Penalty: 541.745117
	Iteration 15Q: 3 clusters Score -20176.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20176.533203 Penalty: 541.745117
	Iteration 16F: 3 clusters Score -20176.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -4025.364014 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -4025.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3862.063477 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -3862.063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3875.192627 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -3875.193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3900.649414 Penalty: 394.096741
	Iteration 2F: 3 clusters Score -3900.649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3905.104980 Penalty: 394.096741
	Iteration 3Q: 3 clusters Score -3905.105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3905.104980 Penalty: 394.096741
	Iteration 4F: 3 clusters Score -3905.105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -16795.515625 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -16795.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16498.050781 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -16498.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16581.154297 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -16581.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16604.904297 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -16604.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16629.431641 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -16629.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16655.097656 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -16655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16677.005859 Penalty: 494.070465
	Iteration 5F: 3 clusters Score -16677.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16686.988281 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -16686.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16696.943359 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -16696.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16703.167969 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -16703.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16705.669922 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -16705.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16706.572266 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -16706.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16708.962891 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -16708.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16713.107422 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -16713.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16713.742188 Penalty: 494.070465
	Iteration 13Q: 3 clusters Score -16713.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16713.742188 Penalty: 494.070465
	Iteration 14F: 3 clusters Score -16713.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -8812.165039 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -8812.165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8575.551758 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -8575.552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8648.824219 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -8648.824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8657.838867 Penalty: 468.949554
	Iteration 2Q: 3 clusters Score -8657.839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8658.924805 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -8658.925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8658.924805 Penalty: 468.949554
	Iteration 4F: 3 clusters Score -8658.925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6244.090332 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6244.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6043.051758 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6043.052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6148.335938 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6148.336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6167.741211 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -6167.741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6178.705566 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6178.706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6184.259766 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -6184.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6184.652344 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -6184.652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6184.652344 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -6184.652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (79 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Entering Unmasked Estep 
Score: -4541.427734 Penalty: 198.809875
	Iteration 0F: 2 clusters Score -4541.428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4390.834961 Penalty: 397.619751
	Iteration 0F: 3 clusters Score -4390.835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4441.688965 Penalty: 397.619751
	Iteration 1F: 3 clusters Score -4441.689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4505.270020 Penalty: 397.619751
	Iteration 2F: 3 clusters Score -4505.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4524.376953 Penalty: 397.619751
	Iteration 3Q: 3 clusters Score -4524.377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4524.376953 Penalty: 397.619751
	Iteration 4F: 3 clusters Score -4524.377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -164497.359375 Penalty: 360.314148
	Iteration 0F: 2 clusters Score -164497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -162613.250000 Penalty: 720.628296
	Iteration 0F: 3 clusters Score -162613.2 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -163257.203125 Penalty: 720.628296
	Iteration 1F: 3 clusters Score -163257.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -163367.468750 Penalty: 720.628296
	Iteration 2F: 3 clusters Score -163367.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -163469.796875 Penalty: 720.628296
	Iteration 3F: 3 clusters Score -163469.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -163597.656250 Penalty: 720.628296
	Iteration 4F: 3 clusters Score -163597.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -163729.890625 Penalty: 720.628296
	Iteration 5F: 3 clusters Score -163729.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -163865.140625 Penalty: 720.628296
	Iteration 6F: 3 clusters Score -163865.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -163978.328125 Penalty: 720.628296
	Iteration 7F: 3 clusters Score -163978.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -164055.234375 Penalty: 720.628296
	Iteration 8Q: 3 clusters Score -164055.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -164107.843750 Penalty: 720.628296
	Iteration 9Q: 3 clusters Score -164107.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -164162.953125 Penalty: 720.628296
	Iteration 10Q: 3 clusters Score -164163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -164191.062500 Penalty: 720.628296
	Iteration 11Q: 3 clusters Score -164191.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -164218.343750 Penalty: 720.628296
	Iteration 12Q: 3 clusters Score -164218.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -164247.890625 Penalty: 720.628296
	Iteration 13Q: 3 clusters Score -164247.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -164271.640625 Penalty: 720.628296
	Iteration 14Q: 3 clusters Score -164271.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -164292.500000 Penalty: 720.628296
	Iteration 15Q: 3 clusters Score -164292.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -164297.515625 Penalty: 720.628296
	Iteration 16Q: 3 clusters Score -164297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -164303.421875 Penalty: 720.628296
	Iteration 17Q: 3 clusters Score -164303.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -164309.000000 Penalty: 720.628296
	Iteration 18Q: 3 clusters Score -164309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -164315.515625 Penalty: 720.628296
	Iteration 19Q: 3 clusters Score -164315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -164319.031250 Penalty: 720.628296
	Iteration 20F: 3 clusters Score -164319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -164320.656250 Penalty: 720.628296
	Iteration 21Q: 3 clusters Score -164320.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -164322.140625 Penalty: 720.628296
	Iteration 22Q: 3 clusters Score -164322.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -164322.140625 Penalty: 720.628296
	Iteration 23F: 3 clusters Score -164322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -10452.591797 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -10452.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10172.053711 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -10172.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10255.023438 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -10255.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10273.034180 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -10273.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10283.557617 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -10283.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10301.646484 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -10301.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10304.263672 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -10304.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10305.235352 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -10305.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10306.958984 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -10306.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10306.958984 Penalty: 487.449371
	Iteration 8F: 3 clusters Score -10306.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4931.455078 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4931.455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4747.069336 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4747.069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4824.723145 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4824.723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4838.733887 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -4838.734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4852.139160 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -4852.139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4860.299316 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -4860.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4862.980957 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -4862.981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -4865.917480 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -4865.917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4873.585449 Penalty: 430.192291
	Iteration 7Q: 3 clusters Score -4873.585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4886.038574 Penalty: 430.192291
	Iteration 8Q: 3 clusters Score -4886.039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4888.801270 Penalty: 430.192291
	Iteration 9Q: 3 clusters Score -4888.801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4888.801270 Penalty: 430.192291
	Iteration 10F: 3 clusters Score -4888.801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -63281.183594 Penalty: 317.593445
	Iteration 0F: 2 clusters Score -63281.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -62417.273438 Penalty: 635.186890
	Iteration 0F: 3 clusters Score -62417.27 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62693.246094 Penalty: 635.186890
	Iteration 1F: 3 clusters Score -62693.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -62722.015625 Penalty: 635.186890
	Iteration 2F: 3 clusters Score -62722.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -62749.417969 Penalty: 635.186890
	Iteration 3Q: 3 clusters Score -62749.42 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -62781.789062 Penalty: 635.186890
	Iteration 4Q: 3 clusters Score -62781.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -62825.308594 Penalty: 635.186890
	Iteration 5F: 3 clusters Score -62825.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -62854.726562 Penalty: 635.186890
	Iteration 6Q: 3 clusters Score -62854.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -62878.968750 Penalty: 635.186890
	Iteration 7Q: 3 clusters Score -62878.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -62910.242188 Penalty: 635.186890
	Iteration 8Q: 3 clusters Score -62910.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -62944.230469 Penalty: 635.186890
	Iteration 9Q: 3 clusters Score -62944.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -62978.257812 Penalty: 635.186890
	Iteration 10Q: 3 clusters Score -62978.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -62999.402344 Penalty: 635.186890
	Iteration 11Q: 3 clusters Score -62999.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -63008.242188 Penalty: 635.186890
	Iteration 12Q: 3 clusters Score -63008.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -63011.917969 Penalty: 635.186890
	Iteration 13Q: 3 clusters Score -63011.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -63017.351562 Penalty: 635.186890
	Iteration 14Q: 3 clusters Score -63017.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -63022.753906 Penalty: 635.186890
	Iteration 15Q: 3 clusters Score -63022.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -63023.976562 Penalty: 635.186890
	Iteration 16Q: 3 clusters Score -63023.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -63024.914062 Penalty: 635.186890
	Iteration 17Q: 3 clusters Score -63024.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -63026.832031 Penalty: 635.186890
	Iteration 18Q: 3 clusters Score -63026.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -63027.289062 Penalty: 635.186890
	Iteration 19Q: 3 clusters Score -63027.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -63027.289062 Penalty: 635.186890
	Iteration 20F: 3 clusters Score -63027.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34264.289062 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -34264.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33812.085938 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -33812.09 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33955.261719 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -33955.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33973.375000 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -33973.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33978.742188 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -33978.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33980.527344 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -33980.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33982.675781 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -33982.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33985.273438 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -33985.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33989.468750 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -33989.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33996.703125 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -33996.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34002.066406 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -34002.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34005.660156 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -34005.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34008.843750 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -34008.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34011.601562 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -34011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34013.089844 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -34013.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34014.882812 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -34014.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34015.726562 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -34015.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34015.726562 Penalty: 558.729492
	Iteration 16F: 3 clusters Score -34015.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8477.164062 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8477.164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8239.601562 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -8239.602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8284.256836 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -8284.257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8299.374023 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -8299.374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8309.360352 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -8309.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8317.299805 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -8317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8328.948242 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -8328.948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8330.092773 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -8330.093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8333.914062 Penalty: 442.242920
	Iteration 7Q: 3 clusters Score -8333.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8335.634766 Penalty: 442.242920
	Iteration 8Q: 3 clusters Score -8335.635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8340.585938 Penalty: 442.242920
	Iteration 9Q: 3 clusters Score -8340.586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8347.290039 Penalty: 442.242920
	Iteration 10Q: 3 clusters Score -8347.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8358.003906 Penalty: 442.242920
	Iteration 11Q: 3 clusters Score -8358.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8358.003906 Penalty: 442.242920
	Iteration 12F: 3 clusters Score -8358.004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -130080.484375 Penalty: 345.772766
	Iteration 0F: 2 clusters Score -130080.5 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 998 members 
Entering Unmasked Estep 
Score: -128671.328125 Penalty: 691.545532
	Iteration 0F: 3 clusters Score -128671.3 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -129152.000000 Penalty: 691.545532
	Iteration 1F: 3 clusters Score -129152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -129195.976562 Penalty: 691.545532
	Iteration 2F: 3 clusters Score -129196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -129226.156250 Penalty: 691.545532
	Iteration 3Q: 3 clusters Score -129226.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -129259.484375 Penalty: 691.545532
	Iteration 4Q: 3 clusters Score -129259.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -129298.234375 Penalty: 691.545532
	Iteration 5Q: 3 clusters Score -129298.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -129355.523438 Penalty: 691.545532
	Iteration 6Q: 3 clusters Score -129355.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -129411.125000 Penalty: 691.545532
	Iteration 7Q: 3 clusters Score -129411.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -129473.585938 Penalty: 691.545532
	Iteration 8Q: 3 clusters Score -129473.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -129548.585938 Penalty: 691.545532
	Iteration 9Q: 3 clusters Score -129548.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -129612.359375 Penalty: 691.545532
	Iteration 10Q: 3 clusters Score -129612.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -129664.265625 Penalty: 691.545532
	Iteration 11Q: 3 clusters Score -129664.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -129699.062500 Penalty: 691.545532
	Iteration 12Q: 3 clusters Score -129699.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -129717.171875 Penalty: 691.545532
	Iteration 13Q: 3 clusters Score -129717.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -129726.781250 Penalty: 691.545532
	Iteration 14Q: 3 clusters Score -129726.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -129735.843750 Penalty: 691.545532
	Iteration 15Q: 3 clusters Score -129735.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -129742.140625 Penalty: 691.545532
	Iteration 16Q: 3 clusters Score -129742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -129746.531250 Penalty: 691.545532
	Iteration 17Q: 3 clusters Score -129746.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -129749.781250 Penalty: 691.545532
	Iteration 18Q: 3 clusters Score -129749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -129755.289062 Penalty: 691.545532
	Iteration 19Q: 3 clusters Score -129755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -129761.171875 Penalty: 691.545532
	Iteration 20F: 3 clusters Score -129761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -129765.406250 Penalty: 691.545532
	Iteration 21Q: 3 clusters Score -129765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -129770.492188 Penalty: 691.545532
	Iteration 22Q: 3 clusters Score -129770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -129773.539062 Penalty: 691.545532
	Iteration 23Q: 3 clusters Score -129773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -129775.265625 Penalty: 691.545532
	Iteration 24Q: 3 clusters Score -129775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -129776.546875 Penalty: 691.545532
	Iteration 25Q: 3 clusters Score -129776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -129776.898438 Penalty: 691.545532
	Iteration 26Q: 3 clusters Score -129776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -129777.296875 Penalty: 691.545532
	Iteration 27Q: 3 clusters Score -129777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -129777.656250 Penalty: 691.545532
	Iteration 28Q: 3 clusters Score -129777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -129777.656250 Penalty: 691.545532
	Iteration 29F: 3 clusters Score -129777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -19275.912109 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -19275.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18967.546875 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -18967.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19029.718750 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -19029.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19049.240234 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -19049.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19054.121094 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -19054.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19056.416016 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -19056.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19057.652344 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -19057.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19057.652344 Penalty: 498.358154
	Iteration 6F: 3 clusters Score -19057.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3553.170898 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3553.171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3390.557373 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3390.557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3405.109131 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3405.109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3410.077148 Penalty: 383.975189
	Iteration 2Q: 3 clusters Score -3410.077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3410.077148 Penalty: 383.975189
	Iteration 3F: 3 clusters Score -3410.077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -5344.431152 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -5344.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5144.207520 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -5144.208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5253.880371 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -5253.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5432.720215 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -5432.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5480.581055 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -5480.581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5509.614746 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -5509.615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5578.002930 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -5578.003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5613.937988 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -5613.938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5615.844727 Penalty: 454.129395
	Iteration 7Q: 3 clusters Score -5615.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5615.844727 Penalty: 454.129395
	Iteration 8F: 3 clusters Score -5615.845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 90 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 57 members 
Entering Unmasked Estep 
Score: -14141380.000000 Penalty: 58478.156250
Splitting cluster 46 changes total score from -14141427.000000 to -14141380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -18791.904297 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -18791.9 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 187 members 
Entering Unmasked Estep 
Score: -18404.769531 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -18404.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18520.289062 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -18520.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18554.714844 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -18554.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18568.718750 Penalty: 535.382324
	Iteration 3Q: 3 clusters Score -18568.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18582.177734 Penalty: 535.382324
	Iteration 4Q: 3 clusters Score -18582.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18586.136719 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -18586.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18589.728516 Penalty: 535.382324
	Iteration 6Q: 3 clusters Score -18589.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18592.968750 Penalty: 535.382324
	Iteration 7Q: 3 clusters Score -18592.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18592.968750 Penalty: 535.382324
	Iteration 8F: 3 clusters Score -18592.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -20986.238281 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -20986.24 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 173 members 
Entering Unmasked Estep 
Score: -20617.216797 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -20617.22 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20693.292969 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -20693.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20729.765625 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -20729.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20753.957031 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -20753.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20776.746094 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -20776.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20790.359375 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -20790.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20815.802734 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -20815.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20844.367188 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -20844.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20851.076172 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -20851.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20851.154297 Penalty: 523.194763
	Iteration 9F: 3 clusters Score -20851.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20855.304688 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -20855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20855.304688 Penalty: 523.194763
	Iteration 11F: 3 clusters Score -20855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -118670.726562 Penalty: 344.078339
	Iteration 0F: 2 clusters Score -118670.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -117258.828125 Penalty: 688.156677
	Iteration 0F: 3 clusters Score -117258.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -117679.773438 Penalty: 688.156677
	Iteration 1F: 3 clusters Score -117679.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -117788.234375 Penalty: 688.156677
	Iteration 2F: 3 clusters Score -117788.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -117862.273438 Penalty: 688.156677
	Iteration 3F: 3 clusters Score -117862.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -117943.929688 Penalty: 688.156677
	Iteration 4F: 3 clusters Score -117943.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -118046.023438 Penalty: 688.156677
	Iteration 5F: 3 clusters Score -118046 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -118153.382812 Penalty: 688.156677
	Iteration 6F: 3 clusters Score -118153.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -118240.335938 Penalty: 688.156677
	Iteration 7Q: 3 clusters Score -118240.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -118291.437500 Penalty: 688.156677
	Iteration 8Q: 3 clusters Score -118291.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -118328.679688 Penalty: 688.156677
	Iteration 9Q: 3 clusters Score -118328.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -118358.437500 Penalty: 688.156677
	Iteration 10Q: 3 clusters Score -118358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -118371.960938 Penalty: 688.156677
	Iteration 11Q: 3 clusters Score -118372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -118385.140625 Penalty: 688.156677
	Iteration 12Q: 3 clusters Score -118385.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -118389.203125 Penalty: 688.156677
	Iteration 13Q: 3 clusters Score -118389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -118392.812500 Penalty: 688.156677
	Iteration 14Q: 3 clusters Score -118392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -118393.687500 Penalty: 688.156677
	Iteration 15Q: 3 clusters Score -118393.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -118394.492188 Penalty: 688.156677
	Iteration 16Q: 3 clusters Score -118394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -118394.492188 Penalty: 688.156677
	Iteration 17F: 3 clusters Score -118394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -17839.585938 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -17839.59 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 153 members 
Entering Unmasked Estep 
Score: -17486.916016 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -17486.92 nChanged 87
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: -17611.433594 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -17611.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17674.460938 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -17674.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17706.621094 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -17706.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17721.355469 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -17721.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17739.023438 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -17739.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17759.226562 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -17759.23 nChanged 9
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: -17777.677734 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -17777.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17791.880859 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -17791.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17797.103516 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -17797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17800.769531 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -17800.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17803.337891 Penalty: 521.734070
	Iteration 11Q: 3 clusters Score -17803.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17822.941406 Penalty: 521.734070
	Iteration 12Q: 3 clusters Score -17822.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17831.017578 Penalty: 521.734070
	Iteration 13Q: 3 clusters Score -17831.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17837.164062 Penalty: 521.734070
	Iteration 14Q: 3 clusters Score -17837.16 nChanged 4
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: -17841.880859 Penalty: 521.734070
	Iteration 15Q: 3 clusters Score -17841.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17843.009766 Penalty: 521.734070
	Iteration 16Q: 3 clusters Score -17843.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17845.394531 Penalty: 521.734070
	Iteration 17Q: 3 clusters Score -17845.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17845.394531 Penalty: 521.734070
	Iteration 18F: 3 clusters Score -17845.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 204 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 105 members 
Entering Unmasked Estep 
Score: -14141145.000000 Penalty: 58478.156250
Splitting cluster 50 changes total score from -14141427.000000 to -14141145.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13975.460938 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13975.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13676.306641 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -13676.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13724.116211 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -13724.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13741.948242 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -13741.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13753.724609 Penalty: 487.019104
	Iteration 3Q: 3 clusters Score -13753.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13767.237305 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -13767.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13775.957031 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -13775.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13787.805664 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13787.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13789.843750 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -13789.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13792.345703 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -13792.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13798.331055 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -13798.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13806.466797 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -13806.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13813.186523 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -13813.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13817.692383 Penalty: 487.019104
	Iteration 12Q: 3 clusters Score -13817.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13821.826172 Penalty: 487.019104
	Iteration 13Q: 3 clusters Score -13821.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13823.381836 Penalty: 487.019104
	Iteration 14Q: 3 clusters Score -13823.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13823.734375 Penalty: 487.019104
	Iteration 15Q: 3 clusters Score -13823.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13823.734375 Penalty: 487.019104
	Iteration 16F: 3 clusters Score -13823.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -18689.177734 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -18689.18 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 140 members 
Entering Unmasked Estep 
Score: -18335.146484 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -18335.15 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18492.013672 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -18492.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18560.212891 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -18560.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18634.578125 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -18634.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18710.316406 Penalty: 515.012878
	Iteration 4F: 3 clusters Score -18710.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18846.353516 Penalty: 515.012878
	Iteration 5F: 3 clusters Score -18846.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19030.416016 Penalty: 515.012878
	Iteration 6F: 3 clusters Score -19030.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19090.320312 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -19090.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19098.576172 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -19098.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19109.087891 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -19109.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19109.087891 Penalty: 515.012878
	Iteration 10F: 3 clusters Score -19109.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 161 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Entering Unmasked Estep 
Score: -14141568.000000 Penalty: 58478.156250
Splitting cluster 52 changes total score from -14141427.000000 to -14141568.000000
So it's getting split into cluster 104.
Entering ConstructFrom: 
Trying to split cluster 53 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7616.842773 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7616.843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7367.104004 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7367.104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7416.900879 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7416.901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7441.115234 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -7441.115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7447.505371 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7447.505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7450.355469 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7450.355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7461.680664 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7461.681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7468.528320 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7468.528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7472.375000 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7472.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7472.961914 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -7472.962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7472.961914 Penalty: 454.746338
	Iteration 9F: 3 clusters Score -7472.962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -20346.201172 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -20346.2 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: -19939.507812 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -19939.51 nChanged 119
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: -20029.416016 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -20029.42 nChanged 28
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: -20064.119141 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -20064.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20079.232422 Penalty: 536.390686
	Iteration 3F: 3 clusters Score -20079.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20085.917969 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -20085.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20091.929688 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -20091.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20094.103516 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -20094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20094.697266 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -20094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20094.697266 Penalty: 536.390686
	Iteration 8F: 3 clusters Score -20094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -8286.364258 Penalty: 231.203888
	Iteration 0F: 2 clusters Score -8286.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8034.743164 Penalty: 462.407776
	Iteration 0F: 3 clusters Score -8034.743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8155.087402 Penalty: 462.407776
	Iteration 1F: 3 clusters Score -8155.087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8222.124023 Penalty: 462.407776
	Iteration 2F: 3 clusters Score -8222.124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8295.171875 Penalty: 462.407776
	Iteration 3F: 3 clusters Score -8295.172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8646.176758 Penalty: 462.407776
	Iteration 4Q: 3 clusters Score -8646.177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8659.493164 Penalty: 462.407776
	Iteration 5Q: 3 clusters Score -8659.493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8669.737305 Penalty: 462.407776
	Iteration 6Q: 3 clusters Score -8669.737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8673.039062 Penalty: 462.407776
	Iteration 7Q: 3 clusters Score -8673.039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8676.088867 Penalty: 462.407776
	Iteration 8F: 3 clusters Score -8676.089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8686.875977 Penalty: 462.407776
	Iteration 9Q: 3 clusters Score -8686.876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8689.363281 Penalty: 462.407776
	Iteration 10Q: 3 clusters Score -8689.363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8689.363281 Penalty: 462.407776
	Iteration 11F: 3 clusters Score -8689.363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Entering Unmasked Estep 
Score: -14141639.000000 Penalty: 59040.445312
Splitting cluster 55 changes total score from -14141427.000000 to -14141639.000000
So it's getting split into cluster 105.
Entering ConstructFrom: 
Trying to split cluster 56 (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: -10500.855469 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -10500.86 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 149 members 
Entering Unmasked Estep 
Score: -10163.337891 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -10163.34 nChanged 97
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: -10314.209961 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -10314.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10354.896484 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -10354.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10393.555664 Penalty: 521.439087
	Iteration 3F: 3 clusters Score -10393.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -10440.587891 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -10440.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -10459.287109 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -10459.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10482.590820 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -10482.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10503.801758 Penalty: 521.439087
	Iteration 7Q: 3 clusters Score -10503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10514.857422 Penalty: 521.439087
	Iteration 8Q: 3 clusters Score -10514.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10519.142578 Penalty: 521.439087
	Iteration 9Q: 3 clusters Score -10519.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10519.630859 Penalty: 521.439087
	Iteration 10Q: 3 clusters Score -10519.63 nChanged 1
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: -10520.923828 Penalty: 521.439087
	Iteration 11Q: 3 clusters Score -10520.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10521.333984 Penalty: 521.439087
	Iteration 12Q: 3 clusters Score -10521.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10521.333984 Penalty: 521.439087
	Iteration 13F: 3 clusters Score -10521.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 161 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 147 members 
Entering Unmasked Estep 
Score: -14141355.000000 Penalty: 59602.734375
Splitting cluster 56 changes total score from -14141427.000000 to -14141355.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -37102.875000 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -37102.88 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 343 members 
Entering Unmasked Estep 
Score: -36508.578125 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -36508.58 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36694.566406 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -36694.57 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36758.621094 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -36758.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36785.835938 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -36785.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36815.316406 Penalty: 594.574768
	Iteration 4Q: 3 clusters Score -36815.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36850.437500 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -36850.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36869.550781 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -36869.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36887.089844 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -36887.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36903.808594 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -36903.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36921.460938 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -36921.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36939.851562 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -36939.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36954.894531 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -36954.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36959.214844 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -36959.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36961.824219 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -36961.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36965.898438 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -36965.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36970.437500 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -36970.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36972.203125 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -36972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36972.710938 Penalty: 594.574768
	Iteration 17Q: 3 clusters Score -36972.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36972.710938 Penalty: 594.574768
	Iteration 18F: 3 clusters Score -36972.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -9094.506836 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9094.507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8830.253906 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -8830.254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8896.174805 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -8896.175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8912.662109 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -8912.662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8932.042969 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -8932.043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8940.701172 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -8940.701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8950.247070 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -8950.247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8959.707031 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -8959.707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8963.400391 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -8963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8966.154297 Penalty: 478.904785
	Iteration 8Q: 3 clusters Score -8966.154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8966.154297 Penalty: 478.904785
	Iteration 9F: 3 clusters Score -8966.154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -36639.832031 Penalty: 290.603027
	Iteration 0F: 2 clusters Score -36639.83 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 308 members 
Entering Unmasked Estep 
Score: -36090.460938 Penalty: 581.206055
	Iteration 0F: 3 clusters Score -36090.46 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36304.269531 Penalty: 581.206055
	Iteration 1F: 3 clusters Score -36304.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -36385.015625 Penalty: 581.206055
	Iteration 2F: 3 clusters Score -36385.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36436.785156 Penalty: 581.206055
	Iteration 3F: 3 clusters Score -36436.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36467.949219 Penalty: 581.206055
	Iteration 4Q: 3 clusters Score -36467.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36489.281250 Penalty: 581.206055
	Iteration 5Q: 3 clusters Score -36489.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36509.207031 Penalty: 581.206055
	Iteration 6Q: 3 clusters Score -36509.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36527.414062 Penalty: 581.206055
	Iteration 7Q: 3 clusters Score -36527.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36543.726562 Penalty: 581.206055
	Iteration 8Q: 3 clusters Score -36543.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36561.601562 Penalty: 581.206055
	Iteration 9Q: 3 clusters Score -36561.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36563.839844 Penalty: 581.206055
	Iteration 10Q: 3 clusters Score -36563.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36568.058594 Penalty: 581.206055
	Iteration 11Q: 3 clusters Score -36568.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36570.101562 Penalty: 581.206055
	Iteration 12Q: 3 clusters Score -36570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36571.566406 Penalty: 581.206055
	Iteration 13Q: 3 clusters Score -36571.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36572.007812 Penalty: 581.206055
	Iteration 14Q: 3 clusters Score -36572.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36572.007812 Penalty: 581.206055
	Iteration 15F: 3 clusters Score -36572.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -10303.694336 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -10303.69 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 113 members 
Entering Unmasked Estep 
Score: -10006.887695 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -10006.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10074.050781 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -10074.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10107.323242 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -10107.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10130.272461 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -10130.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10144.237305 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -10144.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10161.979492 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -10161.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10206.834961 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -10206.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10241.174805 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -10241.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10252.359375 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -10252.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10252.359375 Penalty: 487.449371
	Iteration 9F: 3 clusters Score -10252.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (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: -60352.585938 Penalty: 319.051270
	Iteration 0F: 2 clusters Score -60352.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59464.179688 Penalty: 638.102539
	Iteration 0F: 3 clusters Score -59464.18 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -59737.902344 Penalty: 638.102539
	Iteration 1F: 3 clusters Score -59737.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -59789.117188 Penalty: 638.102539
	Iteration 2F: 3 clusters Score -59789.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -59818.671875 Penalty: 638.102539
	Iteration 3F: 3 clusters Score -59818.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -59840.218750 Penalty: 638.102539
	Iteration 4Q: 3 clusters Score -59840.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -59861.250000 Penalty: 638.102539
	Iteration 5Q: 3 clusters Score -59861.25 nChanged 25
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: -59876.644531 Penalty: 638.102539
	Iteration 6Q: 3 clusters Score -59876.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59900.714844 Penalty: 638.102539
	Iteration 7Q: 3 clusters Score -59900.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -59924.277344 Penalty: 638.102539
	Iteration 8Q: 3 clusters Score -59924.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -59961.218750 Penalty: 638.102539
	Iteration 9Q: 3 clusters Score -59961.22 nChanged 40
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: -59995.402344 Penalty: 638.102539
	Iteration 10Q: 3 clusters Score -59995.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60029.093750 Penalty: 638.102539
	Iteration 11Q: 3 clusters Score -60029.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -60055.878906 Penalty: 638.102539
	Iteration 12Q: 3 clusters Score -60055.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -60080.101562 Penalty: 638.102539
	Iteration 13Q: 3 clusters Score -60080.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -60091.296875 Penalty: 638.102539
	Iteration 14Q: 3 clusters Score -60091.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -60099.722656 Penalty: 638.102539
	Iteration 15Q: 3 clusters Score -60099.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -60108.128906 Penalty: 638.102539
	Iteration 16Q: 3 clusters Score -60108.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -60118.992188 Penalty: 638.102539
	Iteration 17Q: 3 clusters Score -60118.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -60139.808594 Penalty: 638.102539
	Iteration 18Q: 3 clusters Score -60139.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -60154.253906 Penalty: 638.102539
	Iteration 19Q: 3 clusters Score -60154.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -60158.859375 Penalty: 638.102539
	Iteration 20F: 3 clusters Score -60158.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -60160.835938 Penalty: 638.102539
	Iteration 21Q: 3 clusters Score -60160.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -60162.765625 Penalty: 638.102539
	Iteration 22Q: 3 clusters Score -60162.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -60163.781250 Penalty: 638.102539
	Iteration 23Q: 3 clusters Score -60163.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -60163.781250 Penalty: 638.102539
	Iteration 24F: 3 clusters Score -60163.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -4663.861816 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -4663.862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4455.428711 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4455.429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4505.028809 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4505.029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4522.158691 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4522.159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4531.236816 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4531.237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4531.236816 Penalty: 408.465912
	Iteration 4F: 3 clusters Score -4531.237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -33520.519531 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -33520.52 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 266 members 
Entering Unmasked Estep 
Score: -32997.441406 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -32997.44 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33192.070312 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -33192.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33249.929688 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -33249.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33286.730469 Penalty: 579.035522
	Iteration 3F: 3 clusters Score -33286.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33302.886719 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -33302.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33321.597656 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -33321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33342.539062 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -33342.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33356.464844 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -33356.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33361.292969 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -33361.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33363.890625 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -33363.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33367.414062 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -33367.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33376.777344 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -33376.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33383.691406 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -33383.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33387.730469 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -33387.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33388.199219 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -33388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33388.199219 Penalty: 579.035522
	Iteration 15F: 3 clusters Score -33388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -39272.253906 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -39272.25 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 315 members 
Entering Unmasked Estep 
Score: -38715.238281 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -38715.24 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38886.375000 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -38886.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38953.617188 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -38953.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38987.792969 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -38987.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39000.273438 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -39000.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39008.621094 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -39008.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -39018.777344 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -39018.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -39028.359375 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -39028.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -39030.289062 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -39030.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -39032.738281 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -39032.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -39036.523438 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -39036.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -39038.312500 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -39038.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -39040.167969 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -39040.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -39042.640625 Penalty: 584.071228
	Iteration 13Q: 3 clusters Score -39042.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39043.054688 Penalty: 584.071228
	Iteration 14Q: 3 clusters Score -39043.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39043.332031 Penalty: 584.071228
	Iteration 15Q: 3 clusters Score -39043.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39046.210938 Penalty: 584.071228
	Iteration 16Q: 3 clusters Score -39046.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39049.925781 Penalty: 584.071228
	Iteration 17Q: 3 clusters Score -39049.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39053.273438 Penalty: 584.071228
	Iteration 18Q: 3 clusters Score -39053.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39054.230469 Penalty: 584.071228
	Iteration 19Q: 3 clusters Score -39054.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -39054.988281 Penalty: 584.071228
	Iteration 20F: 3 clusters Score -39054.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39056.457031 Penalty: 584.071228
	Iteration 21Q: 3 clusters Score -39056.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -39057.113281 Penalty: 584.071228
	Iteration 22Q: 3 clusters Score -39057.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -39057.195312 Penalty: 584.071228
	Iteration 23Q: 3 clusters Score -39057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -39057.195312 Penalty: 584.071228
	Iteration 24F: 3 clusters Score -39057.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Entering Unmasked Estep 
Score: -32809.835938 Penalty: 279.560455
	Iteration 0F: 2 clusters Score -32809.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -32366.552734 Penalty: 559.120911
	Iteration 0F: 3 clusters Score -32366.55 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32510.738281 Penalty: 559.120911
	Iteration 1F: 3 clusters Score -32510.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32546.625000 Penalty: 559.120911
	Iteration 2F: 3 clusters Score -32546.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32577.095703 Penalty: 559.120911
	Iteration 3F: 3 clusters Score -32577.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32604.917969 Penalty: 559.120911
	Iteration 4Q: 3 clusters Score -32604.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32639.945312 Penalty: 559.120911
	Iteration 5Q: 3 clusters Score -32639.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32664.052734 Penalty: 559.120911
	Iteration 6Q: 3 clusters Score -32664.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32674.875000 Penalty: 559.120911
	Iteration 7Q: 3 clusters Score -32674.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32683.654297 Penalty: 559.120911
	Iteration 8Q: 3 clusters Score -32683.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32687.183594 Penalty: 559.120911
	Iteration 9Q: 3 clusters Score -32687.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32689.888672 Penalty: 559.120911
	Iteration 10Q: 3 clusters Score -32689.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32694.562500 Penalty: 559.120911
	Iteration 11Q: 3 clusters Score -32694.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32697.761719 Penalty: 559.120911
	Iteration 12Q: 3 clusters Score -32697.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32701.138672 Penalty: 559.120911
	Iteration 13Q: 3 clusters Score -32701.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32702.230469 Penalty: 559.120911
	Iteration 14Q: 3 clusters Score -32702.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32702.230469 Penalty: 559.120911
	Iteration 15F: 3 clusters Score -32702.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -24343.564453 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -24343.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23913.070312 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -23913.07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24055.695312 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -24055.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24082.859375 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -24082.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24103.736328 Penalty: 552.437134
	Iteration 3Q: 3 clusters Score -24103.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24115.074219 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -24115.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24120.814453 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -24120.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24126.863281 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -24126.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24128.044922 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -24128.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24129.839844 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -24129.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24129.839844 Penalty: 552.437134
	Iteration 9F: 3 clusters Score -24129.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -5576.018555 Penalty: 221.821487
	Iteration 0F: 2 clusters Score -5576.019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5372.180664 Penalty: 443.642975
	Iteration 0F: 3 clusters Score -5372.181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5483.247070 Penalty: 443.642975
	Iteration 1F: 3 clusters Score -5483.247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5504.563477 Penalty: 443.642975
	Iteration 2Q: 3 clusters Score -5504.563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5511.016113 Penalty: 443.642975
	Iteration 3Q: 3 clusters Score -5511.016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5518.463867 Penalty: 443.642975
	Iteration 4Q: 3 clusters Score -5518.464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5519.812500 Penalty: 443.642975
	Iteration 5Q: 3 clusters Score -5519.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5519.812500 Penalty: 443.642975
	Iteration 6F: 3 clusters Score -5519.812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -10997.139648 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -10997.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10703.521484 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -10703.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10795.720703 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -10795.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10855.535156 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -10855.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10862.501953 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -10862.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10869.769531 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -10869.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10875.000000 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -10875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10884.690430 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -10884.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10903.324219 Penalty: 489.570648
	Iteration 7F: 3 clusters Score -10903.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10949.033203 Penalty: 489.570648
	Iteration 8F: 3 clusters Score -10949.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -10966.734375 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -10966.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -10974.206055 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -10974.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -10978.023438 Penalty: 489.570648
	Iteration 11Q: 3 clusters Score -10978.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -10978.023438 Penalty: 489.570648
	Iteration 12F: 3 clusters Score -10978.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7685.760254 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7440.496094 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7440.496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7479.915039 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7479.915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7502.819336 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -7502.819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7511.647461 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7511.647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7513.321777 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -7513.322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7513.321777 Penalty: 441.534760
	Iteration 5F: 3 clusters Score -7513.322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -37002.156250 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -37002.16 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 260 members 
Entering Unmasked Estep 
Score: -36476.718750 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -36476.72 nChanged 202
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: -36660.066406 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -36660.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36731.652344 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -36731.65 nChanged 48
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: -36798.496094 Penalty: 574.036926
	Iteration 3F: 3 clusters Score -36798.5 nChanged 28
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: -36834.148438 Penalty: 574.036926
	Iteration 4F: 3 clusters Score -36834.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36859.457031 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -36859.46 nChanged 9
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: -36867.347656 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -36867.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36871.925781 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -36871.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36872.375000 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -36872.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36872.375000 Penalty: 574.036926
	Iteration 9F: 3 clusters Score -36872.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -4253.613770 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -4253.614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4075.753662 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -4075.754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4161.838867 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -4161.839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4170.492676 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -4170.493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4170.492676 Penalty: 409.482697
	Iteration 3F: 3 clusters Score -4170.493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -18789.681641 Penalty: 268.693970
	Iteration 0F: 2 clusters Score -18789.68 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 194 members 
Entering Unmasked Estep 
Score: -18399.457031 Penalty: 537.387939
	Iteration 0F: 3 clusters Score -18399.46 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18533.474609 Penalty: 537.387939
	Iteration 1F: 3 clusters Score -18533.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18579.835938 Penalty: 537.387939
	Iteration 2F: 3 clusters Score -18579.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18605.662109 Penalty: 537.387939
	Iteration 3F: 3 clusters Score -18605.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18615.003906 Penalty: 537.387939
	Iteration 4Q: 3 clusters Score -18615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18628.419922 Penalty: 537.387939
	Iteration 5Q: 3 clusters Score -18628.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18640.751953 Penalty: 537.387939
	Iteration 6Q: 3 clusters Score -18640.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18661.324219 Penalty: 537.387939
	Iteration 7Q: 3 clusters Score -18661.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18686.675781 Penalty: 537.387939
	Iteration 8Q: 3 clusters Score -18686.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18708.470703 Penalty: 537.387939
	Iteration 9Q: 3 clusters Score -18708.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18751.160156 Penalty: 537.387939
	Iteration 10Q: 3 clusters Score -18751.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18797.201172 Penalty: 537.387939
	Iteration 11Q: 3 clusters Score -18797.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18829.125000 Penalty: 537.387939
	Iteration 12Q: 3 clusters Score -18829.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18839.097656 Penalty: 537.387939
	Iteration 13Q: 3 clusters Score -18839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18839.890625 Penalty: 537.387939
	Iteration 14Q: 3 clusters Score -18839.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18842.371094 Penalty: 537.387939
	Iteration 15Q: 3 clusters Score -18842.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18849.058594 Penalty: 537.387939
	Iteration 16Q: 3 clusters Score -18849.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18851.839844 Penalty: 537.387939
	Iteration 17Q: 3 clusters Score -18851.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18852.746094 Penalty: 537.387939
	Iteration 18Q: 3 clusters Score -18852.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18852.746094 Penalty: 537.387939
	Iteration 19F: 3 clusters Score -18852.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 197 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 170 members 
Entering Unmasked Estep 
Score: -14141405.000000 Penalty: 59602.734375
Splitting cluster 72 changes total score from -14141427.000000 to -14141405.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -17998.527344 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -17998.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17662.406250 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -17662.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17793.429688 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -17793.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17857.187500 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -17857.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17904.367188 Penalty: 511.785614
	Iteration 3F: 3 clusters Score -17904.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17933.720703 Penalty: 511.785614
	Iteration 4F: 3 clusters Score -17933.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17955.072266 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -17955.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17983.892578 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -17983.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18000.347656 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -18000.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18005.699219 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -18005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18007.652344 Penalty: 511.785614
	Iteration 9Q: 3 clusters Score -18007.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18007.652344 Penalty: 511.785614
	Iteration 10F: 3 clusters Score -18007.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 154 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 123 members 
Entering Unmasked Estep 
Score: -14141350.000000 Penalty: 59602.734375
Splitting cluster 73 changes total score from -14141427.000000 to -14141350.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -4514.669922 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -4514.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4357.352539 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -4357.353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4463.590332 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -4463.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4491.873535 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -4491.874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4510.691406 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -4510.691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4520.588379 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -4520.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4520.588379 Penalty: 447.718262
	Iteration 5F: 3 clusters Score -4520.588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 81 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 56 members 
Entering Unmasked Estep 
Score: -14141305.000000 Penalty: 59602.734375
Splitting cluster 74 changes total score from -14141427.000000 to -14141305.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -30909.250000 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -30909.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30420.224609 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -30420.22 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30562.763672 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -30562.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30593.494141 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -30593.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30603.085938 Penalty: 567.331360
	Iteration 3Q: 3 clusters Score -30603.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30611.183594 Penalty: 567.331360
	Iteration 4Q: 3 clusters Score -30611.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30621.289062 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -30621.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30644.673828 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -30644.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30674.208984 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -30674.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30690.287109 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -30690.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30698.257812 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -30698.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30707.878906 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -30707.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30715.455078 Penalty: 567.331360
	Iteration 11Q: 3 clusters Score -30715.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30718.802734 Penalty: 567.331360
	Iteration 12Q: 3 clusters Score -30718.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30719.777344 Penalty: 567.331360
	Iteration 13Q: 3 clusters Score -30719.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30722.210938 Penalty: 567.331360
	Iteration 14Q: 3 clusters Score -30722.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30725.478516 Penalty: 567.331360
	Iteration 15Q: 3 clusters Score -30725.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30728.396484 Penalty: 567.331360
	Iteration 16Q: 3 clusters Score -30728.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30729.453125 Penalty: 567.331360
	Iteration 17Q: 3 clusters Score -30729.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30731.257812 Penalty: 567.331360
	Iteration 18Q: 3 clusters Score -30731.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30733.087891 Penalty: 567.331360
	Iteration 19Q: 3 clusters Score -30733.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30739.681641 Penalty: 567.331360
	Iteration 20F: 3 clusters Score -30739.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30743.259766 Penalty: 567.331360
	Iteration 21Q: 3 clusters Score -30743.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30744.539062 Penalty: 567.331360
	Iteration 22Q: 3 clusters Score -30744.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30749.542969 Penalty: 567.331360
	Iteration 23Q: 3 clusters Score -30749.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30755.457031 Penalty: 567.331360
	Iteration 24Q: 3 clusters Score -30755.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30758.437500 Penalty: 567.331360
	Iteration 25Q: 3 clusters Score -30758.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30761.115234 Penalty: 567.331360
	Iteration 26Q: 3 clusters Score -30761.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30761.630859 Penalty: 567.331360
	Iteration 27Q: 3 clusters Score -30761.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30761.630859 Penalty: 567.331360
	Iteration 28F: 3 clusters Score -30761.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -39757.320312 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -39757.32 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 242 members 
Entering Unmasked Estep 
Score: -39269.566406 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -39269.57 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39374.324219 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -39374.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39397.035156 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -39397.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39409.785156 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -39409.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39424.187500 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -39424.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39431.347656 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -39431.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39436.039062 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -39436.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39441.355469 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -39441.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39445.597656 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -39445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39447.859375 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -39447.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39450.097656 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -39450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39453.472656 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -39453.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39455.289062 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -39455.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39457.519531 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -39457.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39458.292969 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -39458.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39459.507812 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -39459.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39463.835938 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -39463.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39470.976562 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -39470.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39475.121094 Penalty: 569.795776
	Iteration 18Q: 3 clusters Score -39475.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39478.070312 Penalty: 569.795776
	Iteration 19Q: 3 clusters Score -39478.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39482.367188 Penalty: 569.795776
	Iteration 20F: 3 clusters Score -39482.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39484.429688 Penalty: 569.795776
	Iteration 21Q: 3 clusters Score -39484.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39485.855469 Penalty: 569.795776
	Iteration 22Q: 3 clusters Score -39485.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39486.546875 Penalty: 569.795776
	Iteration 23Q: 3 clusters Score -39486.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39486.546875 Penalty: 569.795776
	Iteration 24F: 3 clusters Score -39486.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Entering Unmasked Estep 
Score: -5334.117676 Penalty: 213.871857
	Iteration 0F: 2 clusters Score -5334.118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5131.457520 Penalty: 427.743713
	Iteration 0F: 3 clusters Score -5131.458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5186.126953 Penalty: 427.743713
	Iteration 1F: 3 clusters Score -5186.127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5204.557617 Penalty: 427.743713
	Iteration 2F: 3 clusters Score -5204.558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5224.382324 Penalty: 427.743713
	Iteration 3F: 3 clusters Score -5224.382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5244.789062 Penalty: 427.743713
	Iteration 4F: 3 clusters Score -5244.789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5251.554199 Penalty: 427.743713
	Iteration 5Q: 3 clusters Score -5251.554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5257.409668 Penalty: 427.743713
	Iteration 6Q: 3 clusters Score -5257.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5261.442871 Penalty: 427.743713
	Iteration 7Q: 3 clusters Score -5261.443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5261.442871 Penalty: 427.743713
	Iteration 8F: 3 clusters Score -5261.443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8338.094727 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8338.095 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 81 members 
Entering Unmasked Estep 
Score: -8083.655273 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8083.655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8209.718750 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8209.719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8227.652344 Penalty: 468.421997
	Iteration 2Q: 3 clusters Score -8227.652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8232.863281 Penalty: 468.421997
	Iteration 3Q: 3 clusters Score -8232.863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8234.250977 Penalty: 468.421997
	Iteration 4Q: 3 clusters Score -8234.251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8234.874023 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -8234.874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8235.459961 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -8235.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8237.582031 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -8237.582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8238.320312 Penalty: 468.421997
	Iteration 8Q: 3 clusters Score -8238.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8238.320312 Penalty: 468.421997
	Iteration 9F: 3 clusters Score -8238.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -85560.914062 Penalty: 318.307373
	Iteration 0F: 2 clusters Score -85560.91 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 551 members 
Entering Unmasked Estep 
Score: -84679.945312 Penalty: 636.614746
	Iteration 0F: 3 clusters Score -84679.95 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84959.828125 Penalty: 636.614746
	Iteration 1F: 3 clusters Score -84959.83 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -85008.679688 Penalty: 636.614746
	Iteration 2F: 3 clusters Score -85008.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85037.992188 Penalty: 636.614746
	Iteration 3Q: 3 clusters Score -85037.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -85055.914062 Penalty: 636.614746
	Iteration 4Q: 3 clusters Score -85055.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -85070.585938 Penalty: 636.614746
	Iteration 5Q: 3 clusters Score -85070.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -85098.445312 Penalty: 636.614746
	Iteration 6Q: 3 clusters Score -85098.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -85116.164062 Penalty: 636.614746
	Iteration 7Q: 3 clusters Score -85116.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -85124.710938 Penalty: 636.614746
	Iteration 8Q: 3 clusters Score -85124.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -85132.781250 Penalty: 636.614746
	Iteration 9Q: 3 clusters Score -85132.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -85143.171875 Penalty: 636.614746
	Iteration 10Q: 3 clusters Score -85143.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -85152.781250 Penalty: 636.614746
	Iteration 11Q: 3 clusters Score -85152.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -85165.062500 Penalty: 636.614746
	Iteration 12Q: 3 clusters Score -85165.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -85174.507812 Penalty: 636.614746
	Iteration 13Q: 3 clusters Score -85174.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -85182.390625 Penalty: 636.614746
	Iteration 14Q: 3 clusters Score -85182.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -85197.312500 Penalty: 636.614746
	Iteration 15Q: 3 clusters Score -85197.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -85217.195312 Penalty: 636.614746
	Iteration 16Q: 3 clusters Score -85217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -85235.539062 Penalty: 636.614746
	Iteration 17Q: 3 clusters Score -85235.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -85250.898438 Penalty: 636.614746
	Iteration 18Q: 3 clusters Score -85250.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -85259.695312 Penalty: 636.614746
	Iteration 19Q: 3 clusters Score -85259.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -85264.742188 Penalty: 636.614746
	Iteration 20F: 3 clusters Score -85264.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -85271.914062 Penalty: 636.614746
	Iteration 21Q: 3 clusters Score -85271.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -85278.796875 Penalty: 636.614746
	Iteration 22Q: 3 clusters Score -85278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -85283.968750 Penalty: 636.614746
	Iteration 23Q: 3 clusters Score -85283.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -85285.640625 Penalty: 636.614746
	Iteration 24Q: 3 clusters Score -85285.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -85286.421875 Penalty: 636.614746
	Iteration 25Q: 3 clusters Score -85286.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -85287.945312 Penalty: 636.614746
	Iteration 26Q: 3 clusters Score -85287.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -85289.101562 Penalty: 636.614746
	Iteration 27Q: 3 clusters Score -85289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -85289.335938 Penalty: 636.614746
	Iteration 28Q: 3 clusters Score -85289.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -85289.335938 Penalty: 636.614746
	Iteration 29F: 3 clusters Score -85289.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -29006.722656 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -29006.72 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 209 members 
Entering Unmasked Estep 
Score: -28601.208984 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -28601.21 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28763.582031 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -28763.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28808.542969 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -28808.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28842.818359 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -28842.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28860.154297 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -28860.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28866.000000 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -28866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28870.740234 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -28870.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28871.765625 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -28871.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28873.294922 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -28873.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28878.417969 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -28878.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28878.972656 Penalty: 541.033264
	Iteration 10Q: 3 clusters Score -28878.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28879.671875 Penalty: 541.033264
	Iteration 11Q: 3 clusters Score -28879.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28880.718750 Penalty: 541.033264
	Iteration 12Q: 3 clusters Score -28880.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28880.718750 Penalty: 541.033264
	Iteration 13F: 3 clusters Score -28880.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (114832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114832 members 
Entering Unmasked Estep 
Score: -7114457.000000 Penalty: 530.130737
	Iteration 0F: 2 clusters Score -7114457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -7041603.000000 Penalty: 1060.261475
	Iteration 0F: 3 clusters Score -7041603 nChanged 56277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -7076013.000000 Penalty: 1060.261475
	Iteration 1F: 3 clusters Score -7076013 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -7078636.000000 Penalty: 1060.261475
	Iteration 2Q: 3 clusters Score -7078636 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -7083051.500000 Penalty: 1060.261475
	Iteration 3F: 3 clusters Score -7083052 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -7089289.500000 Penalty: 1060.261475
	Iteration 4F: 3 clusters Score -7089290 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -7095564.500000 Penalty: 1060.261475
	Iteration 5F: 3 clusters Score -7095564 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -7099975.000000 Penalty: 1060.261475
	Iteration 6F: 3 clusters Score -7099975 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -7102107.000000 Penalty: 1060.261475
	Iteration 7Q: 3 clusters Score -7102107 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -7103146.000000 Penalty: 1060.261475
	Iteration 8Q: 3 clusters Score -7103146 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -7103803.000000 Penalty: 1060.261475
	Iteration 9Q: 3 clusters Score -7103803 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -7104540.000000 Penalty: 1060.261475
	Iteration 10Q: 3 clusters Score -7104540 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -7105272.000000 Penalty: 1060.261475
	Iteration 11Q: 3 clusters Score -7105272 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -7105943.500000 Penalty: 1060.261475
	Iteration 12Q: 3 clusters Score -7105944 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -7106701.500000 Penalty: 1060.261475
	Iteration 13Q: 3 clusters Score -7106702 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -7107447.000000 Penalty: 1060.261475
	Iteration 14Q: 3 clusters Score -7107447 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103971 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -7108299.000000 Penalty: 1060.261475
	Iteration 15Q: 3 clusters Score -7108299 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -7109142.000000 Penalty: 1060.261475
	Iteration 16Q: 3 clusters Score -7109142 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -7110009.000000 Penalty: 1060.261475
	Iteration 17Q: 3 clusters Score -7110009 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7110901.500000 Penalty: 1060.261475
	Iteration 18Q: 3 clusters Score -7110902 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7111740.000000 Penalty: 1060.261475
	Iteration 19Q: 3 clusters Score -7111740 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7112362.500000 Penalty: 1060.261475
	Iteration 20F: 3 clusters Score -7112362 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113074 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7112872.500000 Penalty: 1060.261475
	Iteration 21Q: 3 clusters Score -7112872 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7113322.500000 Penalty: 1060.261475
	Iteration 22Q: 3 clusters Score -7113322 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7113610.500000 Penalty: 1060.261475
	Iteration 23Q: 3 clusters Score -7113610 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7113753.000000 Penalty: 1060.261475
	Iteration 24Q: 3 clusters Score -7113753 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114529 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7113848.000000 Penalty: 1060.261475
	Iteration 25Q: 3 clusters Score -7113848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114591 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7113889.500000 Penalty: 1060.261475
	Iteration 26Q: 3 clusters Score -7113890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114631 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7113906.500000 Penalty: 1060.261475
	Iteration 27Q: 3 clusters Score -7113906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7113919.500000 Penalty: 1060.261475
	Iteration 28Q: 3 clusters Score -7113920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -7113925.500000 Penalty: 1060.261475
	Iteration 29Q: 3 clusters Score -7113926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114689 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -7113924.500000 Penalty: 1060.261475
	Iteration 30Q: 3 clusters Score -7113924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7113935.000000 Penalty: 1060.261475
	Iteration 31Q: 3 clusters Score -7113935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7113942.000000 Penalty: 1060.261475
	Iteration 32Q: 3 clusters Score -7113942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7113948.500000 Penalty: 1060.261475
	Iteration 33Q: 3 clusters Score -7113948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7113948.000000 Penalty: 1060.261475
	Iteration 34Q: 3 clusters Score -7113948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7113949.500000 Penalty: 1060.261475
	Iteration 35Q: 3 clusters Score -7113950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7113958.000000 Penalty: 1060.261475
	Iteration 36Q: 3 clusters Score -7113958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7113956.000000 Penalty: 1060.261475
	Iteration 37Q: 3 clusters Score -7113956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7113956.000000 Penalty: 1060.261475
	Iteration 38Q: 3 clusters Score -7113956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7113964.000000 Penalty: 1060.261475
	Iteration 39Q: 3 clusters Score -7113964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -7113961.000000 Penalty: 1060.261475
	Iteration 40F: 3 clusters Score -7113961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7113966.000000 Penalty: 1060.261475
	Iteration 41Q: 3 clusters Score -7113966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114718 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7113972.500000 Penalty: 1060.261475
	Iteration 42Q: 3 clusters Score -7113972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114720 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7113970.500000 Penalty: 1060.261475
	Iteration 43Q: 3 clusters Score -7113970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7113972.500000 Penalty: 1060.261475
	Iteration 44Q: 3 clusters Score -7113972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7113972.500000 Penalty: 1060.261475
	Iteration 45F: 3 clusters Score -7113972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -182166.109375 Penalty: 350.322235
	Iteration 0F: 2 clusters Score -182166.1 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 1081 members 
Entering Unmasked Estep 
Score: -180567.171875 Penalty: 700.644470
	Iteration 0F: 3 clusters Score -180567.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -181076.203125 Penalty: 700.644470
	Iteration 1F: 3 clusters Score -181076.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -181126.593750 Penalty: 700.644470
	Iteration 2F: 3 clusters Score -181126.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -181175.984375 Penalty: 700.644470
	Iteration 3Q: 3 clusters Score -181176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -181215.640625 Penalty: 700.644470
	Iteration 4Q: 3 clusters Score -181215.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -181252.031250 Penalty: 700.644470
	Iteration 5Q: 3 clusters Score -181252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -181297.968750 Penalty: 700.644470
	Iteration 6Q: 3 clusters Score -181298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -181348.546875 Penalty: 700.644470
	Iteration 7Q: 3 clusters Score -181348.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -181408.484375 Penalty: 700.644470
	Iteration 8Q: 3 clusters Score -181408.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -181464.328125 Penalty: 700.644470
	Iteration 9Q: 3 clusters Score -181464.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -181520.453125 Penalty: 700.644470
	Iteration 10Q: 3 clusters Score -181520.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -181571.890625 Penalty: 700.644470
	Iteration 11Q: 3 clusters Score -181571.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -181599.531250 Penalty: 700.644470
	Iteration 12Q: 3 clusters Score -181599.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -181616.234375 Penalty: 700.644470
	Iteration 13Q: 3 clusters Score -181616.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -181628.828125 Penalty: 700.644470
	Iteration 14Q: 3 clusters Score -181628.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -181634.468750 Penalty: 700.644470
	Iteration 15Q: 3 clusters Score -181634.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -181635.328125 Penalty: 700.644470
	Iteration 16Q: 3 clusters Score -181635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -181635.828125 Penalty: 700.644470
	Iteration 17Q: 3 clusters Score -181635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -181637.343750 Penalty: 700.644470
	Iteration 18Q: 3 clusters Score -181637.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -181639.312500 Penalty: 700.644470
	Iteration 19Q: 3 clusters Score -181639.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -181642.578125 Penalty: 700.644470
	Iteration 20F: 3 clusters Score -181642.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -181648.734375 Penalty: 700.644470
	Iteration 21Q: 3 clusters Score -181648.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -181657.468750 Penalty: 700.644470
	Iteration 22Q: 3 clusters Score -181657.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -181663.937500 Penalty: 700.644470
	Iteration 23Q: 3 clusters Score -181663.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -181670.750000 Penalty: 700.644470
	Iteration 24Q: 3 clusters Score -181670.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -181678.468750 Penalty: 700.644470
	Iteration 25Q: 3 clusters Score -181678.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -181684.140625 Penalty: 700.644470
	Iteration 26Q: 3 clusters Score -181684.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -181694.078125 Penalty: 700.644470
	Iteration 27Q: 3 clusters Score -181694.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -181706.703125 Penalty: 700.644470
	Iteration 28Q: 3 clusters Score -181706.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -181716.859375 Penalty: 700.644470
	Iteration 29Q: 3 clusters Score -181716.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -181723.984375 Penalty: 700.644470
	Iteration 30Q: 3 clusters Score -181724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -181730.250000 Penalty: 700.644470
	Iteration 31Q: 3 clusters Score -181730.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -181733.859375 Penalty: 700.644470
	Iteration 32Q: 3 clusters Score -181733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -181736.484375 Penalty: 700.644470
	Iteration 33Q: 3 clusters Score -181736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -181738.093750 Penalty: 700.644470
	Iteration 34Q: 3 clusters Score -181738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -181739.156250 Penalty: 700.644470
	Iteration 35Q: 3 clusters Score -181739.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -181740.531250 Penalty: 700.644470
	Iteration 36Q: 3 clusters Score -181740.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -181743.781250 Penalty: 700.644470
	Iteration 37Q: 3 clusters Score -181743.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -181747.250000 Penalty: 700.644470
	Iteration 38Q: 3 clusters Score -181747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -181750.000000 Penalty: 700.644470
	Iteration 39Q: 3 clusters Score -181750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -181753.515625 Penalty: 700.644470
	Iteration 40F: 3 clusters Score -181753.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -181759.656250 Penalty: 700.644470
	Iteration 41Q: 3 clusters Score -181759.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -181766.296875 Penalty: 700.644470
	Iteration 42Q: 3 clusters Score -181766.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -181772.156250 Penalty: 700.644470
	Iteration 43Q: 3 clusters Score -181772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -181778.343750 Penalty: 700.644470
	Iteration 44Q: 3 clusters Score -181778.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -181781.718750 Penalty: 700.644470
	Iteration 45Q: 3 clusters Score -181781.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -181784.046875 Penalty: 700.644470
	Iteration 46Q: 3 clusters Score -181784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -181786.765625 Penalty: 700.644470
	Iteration 47Q: 3 clusters Score -181786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -181787.843750 Penalty: 700.644470
	Iteration 48Q: 3 clusters Score -181787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -181791.343750 Penalty: 700.644470
	Iteration 49Q: 3 clusters Score -181791.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -181793.625000 Penalty: 700.644470
	Iteration 50Q: 3 clusters Score -181793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -181796.609375 Penalty: 700.644470
	Iteration 51Q: 3 clusters Score -181796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -181800.781250 Penalty: 700.644470
	Iteration 52Q: 3 clusters Score -181800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -181803.937500 Penalty: 700.644470
	Iteration 53Q: 3 clusters Score -181803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -181805.468750 Penalty: 700.644470
	Iteration 54Q: 3 clusters Score -181805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -181805.984375 Penalty: 700.644470
	Iteration 55Q: 3 clusters Score -181806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -181806.140625 Penalty: 700.644470
	Iteration 56Q: 3 clusters Score -181806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -181806.250000 Penalty: 700.644470
	Iteration 57Q: 3 clusters Score -181806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -181807.078125 Penalty: 700.644470
	Iteration 58Q: 3 clusters Score -181807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -181807.062500 Penalty: 700.644470
	Iteration 59Q: 3 clusters Score -181807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -181807.062500 Penalty: 700.644470
	Iteration 60F: 3 clusters Score -181807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -4355.266113 Penalty: 228.884933
	Iteration 0F: 2 clusters Score -4355.266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4168.604004 Penalty: 457.769867
	Iteration 0F: 3 clusters Score -4168.604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4363.747070 Penalty: 457.769867
	Iteration 1F: 3 clusters Score -4363.747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4426.753906 Penalty: 457.769867
	Iteration 2F: 3 clusters Score -4426.754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4454.259277 Penalty: 457.769867
	Iteration 3Q: 3 clusters Score -4454.259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4460.466309 Penalty: 457.769867
	Iteration 4Q: 3 clusters Score -4460.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4460.466309 Penalty: 457.769867
	Iteration 5F: 3 clusters Score -4460.466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 568 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 64 members 
Entering Unmasked Estep 
Score: -14141409.000000 Penalty: 59602.734375
Splitting cluster 83 changes total score from -14141427.000000 to -14141409.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 84 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -11252.851562 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -11252.85 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 77 members 
Entering Unmasked Estep 
Score: -10976.821289 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10976.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11023.875977 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -11023.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11043.114258 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -11043.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11048.638672 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -11048.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11049.311523 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -11049.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11049.728516 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -11049.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11049.728516 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -11049.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -8782.528320 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -8782.528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8556.316406 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -8556.316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8589.380859 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -8589.381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8592.740234 Penalty: 449.037140
	Iteration 2Q: 3 clusters Score -8592.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8593.228516 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -8593.229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8594.044922 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -8594.045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8594.044922 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -8594.045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -33249.484375 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -33249.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32762.001953 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -32762 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32993.730469 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -32993.73 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33077.656250 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -33077.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33138.433594 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -33138.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33166.191406 Penalty: 577.133057
	Iteration 4F: 3 clusters Score -33166.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33183.140625 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -33183.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33202.738281 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -33202.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33229.582031 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -33229.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33242.800781 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -33242.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33250.082031 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -33250.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33256.863281 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -33256.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33265.531250 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -33265.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33278.785156 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -33278.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33287.589844 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -33287.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33291.949219 Penalty: 577.133057
	Iteration 14Q: 3 clusters Score -33291.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33298.007812 Penalty: 577.133057
	Iteration 15Q: 3 clusters Score -33298.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33309.527344 Penalty: 577.133057
	Iteration 16Q: 3 clusters Score -33309.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33319.109375 Penalty: 577.133057
	Iteration 17Q: 3 clusters Score -33319.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33335.156250 Penalty: 577.133057
	Iteration 18Q: 3 clusters Score -33335.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33362.496094 Penalty: 577.133057
	Iteration 19Q: 3 clusters Score -33362.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33381.437500 Penalty: 577.133057
	Iteration 20F: 3 clusters Score -33381.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33394.656250 Penalty: 577.133057
	Iteration 21Q: 3 clusters Score -33394.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -33410.128906 Penalty: 577.133057
	Iteration 22Q: 3 clusters Score -33410.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -33418.859375 Penalty: 577.133057
	Iteration 23Q: 3 clusters Score -33418.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33432.242188 Penalty: 577.133057
	Iteration 24Q: 3 clusters Score -33432.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33448.773438 Penalty: 577.133057
	Iteration 25Q: 3 clusters Score -33448.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33454.429688 Penalty: 577.133057
	Iteration 26Q: 3 clusters Score -33454.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33465.917969 Penalty: 577.133057
	Iteration 27Q: 3 clusters Score -33465.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33468.687500 Penalty: 577.133057
	Iteration 28Q: 3 clusters Score -33468.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33478.953125 Penalty: 577.133057
	Iteration 29Q: 3 clusters Score -33478.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33482.992188 Penalty: 577.133057
	Iteration 30Q: 3 clusters Score -33482.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33483.277344 Penalty: 577.133057
	Iteration 31Q: 3 clusters Score -33483.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -33483.277344 Penalty: 577.133057
	Iteration 32F: 3 clusters Score -33483.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 277 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 291 members 
Entering Unmasked Estep 
Score: -14141584.000000 Penalty: 59602.734375
Splitting cluster 86 changes total score from -14141427.000000 to -14141584.000000
So it's getting split into cluster 106.
Entering ConstructFrom: 
Trying to split cluster 87 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7447.793945 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7447.794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7215.214355 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7215.214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7265.488281 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7265.488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -7278.168457 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -7278.168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7291.906250 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -7291.906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7301.069824 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7301.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7311.930664 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7311.931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7317.653809 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7317.654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7317.653809 Penalty: 447.718262
	Iteration 7F: 3 clusters Score -7317.654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -2616.305908 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -2616.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2458.794434 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -2458.794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2623.197754 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -2623.198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2639.438477 Penalty: 408.465912
	Iteration 2Q: 3 clusters Score -2639.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2641.194092 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -2641.194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2641.194092 Penalty: 408.465912
	Iteration 4F: 3 clusters Score -2641.194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 277 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 35 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 291 members 
Mstep: Class 107 contains 54 members 
Entering Unmasked Estep 
Score: -14141249.000000 Penalty: 60165.023438
Splitting cluster 88 changes total score from -14141427.000000 to -14141249.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 89 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5978.057617 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5978.058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5755.525879 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5755.526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5825.880371 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5825.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5853.605957 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5853.606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5859.995605 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5859.996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5861.438965 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5861.439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5861.438965 Penalty: 430.192291
	Iteration 5F: 3 clusters Score -5861.439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -23426.615234 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -23426.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23013.015625 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -23013.02 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23135.501953 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -23135.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23169.460938 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -23169.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23183.296875 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -23183.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23202.091797 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -23202.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23218.246094 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -23218.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23228.890625 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -23228.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23235.212891 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -23235.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23237.564453 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -23237.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23237.796875 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -23237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23237.857422 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -23237.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23237.857422 Penalty: 540.315796
	Iteration 11F: 3 clusters Score -23237.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (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: -12102.208984 Penalty: 237.526199
	Iteration 0F: 2 clusters Score -12102.21 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: -11819.310547 Penalty: 475.052399
	Iteration 0F: 3 clusters Score -11819.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11879.942383 Penalty: 475.052399
	Iteration 1F: 3 clusters Score -11879.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11894.826172 Penalty: 475.052399
	Iteration 2F: 3 clusters Score -11894.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11901.286133 Penalty: 475.052399
	Iteration 3Q: 3 clusters Score -11901.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11907.062500 Penalty: 475.052399
	Iteration 4Q: 3 clusters Score -11907.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11911.099609 Penalty: 475.052399
	Iteration 5Q: 3 clusters Score -11911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11911.099609 Penalty: 475.052399
	Iteration 6F: 3 clusters Score -11911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -16618.417969 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -16618.42 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 159 members 
Entering Unmasked Estep 
Score: -16242.509766 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -16242.51 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16344.745117 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -16344.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16395.722656 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -16395.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16413.119141 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -16413.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16420.923828 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -16420.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16437.457031 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -16437.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16454.125000 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -16454.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16464.255859 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -16464.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16471.140625 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -16471.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16488.003906 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -16488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16498.896484 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -16498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16505.275391 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -16505.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -16514.970703 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -16514.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16539.195312 Penalty: 526.328125
	Iteration 13Q: 3 clusters Score -16539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16562.687500 Penalty: 526.328125
	Iteration 14Q: 3 clusters Score -16562.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16571.876953 Penalty: 526.328125
	Iteration 15Q: 3 clusters Score -16571.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16582.708984 Penalty: 526.328125
	Iteration 16Q: 3 clusters Score -16582.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16596.798828 Penalty: 526.328125
	Iteration 17Q: 3 clusters Score -16596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16612.935547 Penalty: 526.328125
	Iteration 18Q: 3 clusters Score -16612.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16627.771484 Penalty: 526.328125
	Iteration 19Q: 3 clusters Score -16627.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16646.353516 Penalty: 526.328125
	Iteration 20F: 3 clusters Score -16646.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16660.925781 Penalty: 526.328125
	Iteration 21Q: 3 clusters Score -16660.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16681.037109 Penalty: 526.328125
	Iteration 22Q: 3 clusters Score -16681.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16691.285156 Penalty: 526.328125
	Iteration 23Q: 3 clusters Score -16691.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16709.214844 Penalty: 526.328125
	Iteration 24Q: 3 clusters Score -16709.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16709.916016 Penalty: 526.328125
	Iteration 25Q: 3 clusters Score -16709.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16712.562500 Penalty: 526.328125
	Iteration 26F: 3 clusters Score -16712.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16716.992188 Penalty: 526.328125
	Iteration 27Q: 3 clusters Score -16716.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16716.992188 Penalty: 526.328125
	Iteration 28F: 3 clusters Score -16716.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 277 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 153 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 291 members 
Mstep: Class 107 contains 172 members 
Entering Unmasked Estep 
Score: -14141378.000000 Penalty: 60165.023438
Splitting cluster 92 changes total score from -14141427.000000 to -14141378.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 93 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3064.050293 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3064.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2905.710205 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2905.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2919.227051 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2919.227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -151254.718750 Penalty: 355.555176
	Iteration 0F: 2 clusters Score -151254.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -149532.531250 Penalty: 711.110352
	Iteration 0F: 3 clusters Score -149532.5 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -150200.828125 Penalty: 711.110352
	Iteration 1F: 3 clusters Score -150200.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -150321.765625 Penalty: 711.110352
	Iteration 2F: 3 clusters Score -150321.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150422.921875 Penalty: 711.110352
	Iteration 3F: 3 clusters Score -150422.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -150499.859375 Penalty: 711.110352
	Iteration 4F: 3 clusters Score -150499.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -150569.515625 Penalty: 711.110352
	Iteration 5Q: 3 clusters Score -150569.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -150623.531250 Penalty: 711.110352
	Iteration 6Q: 3 clusters Score -150623.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -150678.015625 Penalty: 711.110352
	Iteration 7Q: 3 clusters Score -150678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -150743.734375 Penalty: 711.110352
	Iteration 8Q: 3 clusters Score -150743.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -150813.609375 Penalty: 711.110352
	Iteration 9Q: 3 clusters Score -150813.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -150854.546875 Penalty: 711.110352
	Iteration 10Q: 3 clusters Score -150854.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -150880.968750 Penalty: 711.110352
	Iteration 11Q: 3 clusters Score -150881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -150903.875000 Penalty: 711.110352
	Iteration 12Q: 3 clusters Score -150903.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -150924.640625 Penalty: 711.110352
	Iteration 13Q: 3 clusters Score -150924.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -150937.234375 Penalty: 711.110352
	Iteration 14Q: 3 clusters Score -150937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -150950.984375 Penalty: 711.110352
	Iteration 15Q: 3 clusters Score -150951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -150959.812500 Penalty: 711.110352
	Iteration 16Q: 3 clusters Score -150959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -150961.625000 Penalty: 711.110352
	Iteration 17Q: 3 clusters Score -150961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -150961.875000 Penalty: 711.110352
	Iteration 18Q: 3 clusters Score -150961.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -150961.875000 Penalty: 711.110352
	Iteration 19F: 3 clusters Score -150961.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4757.396973 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4757.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4608.668945 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4608.669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4692.020996 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4692.021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4735.492676 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4735.493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4781.170410 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4781.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4791.235352 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4791.235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4819.521973 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4819.522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4872.703125 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4872.703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4888.926270 Penalty: 437.165894
	Iteration 7Q: 3 clusters Score -4888.926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4893.886719 Penalty: 437.165894
	Iteration 8Q: 3 clusters Score -4893.887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4893.886719 Penalty: 437.165894
	Iteration 9F: 3 clusters Score -4893.887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 277 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 84 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 245 members 
Mstep: Class 105 contains 51 members 
Mstep: Class 106 contains 291 members 
Mstep: Class 107 contains 38 members 
Entering Unmasked Estep 
Score: -14141375.000000 Penalty: 60165.023438
Splitting cluster 95 changes total score from -14141427.000000 to -14141375.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -19199.279297 Penalty: 260.274170
	Iteration 0F: 2 clusters Score -19199.28 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 161 members 
Entering Unmasked Estep 
Score: -18836.328125 Penalty: 520.548340
	Iteration 0F: 3 clusters Score -18836.33 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18924.121094 Penalty: 520.548340
	Iteration 1F: 3 clusters Score -18924.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18972.394531 Penalty: 520.548340
	Iteration 2F: 3 clusters Score -18972.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19011.880859 Penalty: 520.548340
	Iteration 3F: 3 clusters Score -19011.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19030.441406 Penalty: 520.548340
	Iteration 4Q: 3 clusters Score -19030.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19045.117188 Penalty: 520.548340
	Iteration 5Q: 3 clusters Score -19045.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19059.693359 Penalty: 520.548340
	Iteration 6Q: 3 clusters Score -19059.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19070.017578 Penalty: 520.548340
	Iteration 7Q: 3 clusters Score -19070.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19082.441406 Penalty: 520.548340
	Iteration 8Q: 3 clusters Score -19082.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19092.906250 Penalty: 520.548340
	Iteration 9Q: 3 clusters Score -19092.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19102.470703 Penalty: 520.548340
	Iteration 10Q: 3 clusters Score -19102.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19108.613281 Penalty: 520.548340
	Iteration 11Q: 3 clusters Score -19108.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19109.126953 Penalty: 520.548340
	Iteration 12Q: 3 clusters Score -19109.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19109.126953 Penalty: 520.548340
	Iteration 13F: 3 clusters Score -19109.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -3217.003906 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -3217.004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3050.802246 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -3050.802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -3071.571533 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -3071.572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3077.491455 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -3077.491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3078.560791 Penalty: 386.613068
	Iteration 3Q: 3 clusters Score -3078.561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3078.560791 Penalty: 386.613068
	Iteration 4F: 3 clusters Score -3078.561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -25824.710938 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -25824.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25415.330078 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -25415.33 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25486.867188 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -25486.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25512.792969 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -25512.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25536.185547 Penalty: 537.635559
	Iteration 3F: 3 clusters Score -25536.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25549.638672 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -25549.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25564.107422 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -25564.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25576.011719 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -25576.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25586.228516 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -25586.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25590.738281 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -25590.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25594.130859 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -25594.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25599.376953 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -25599.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25601.591797 Penalty: 537.635559
	Iteration 11Q: 3 clusters Score -25601.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25603.755859 Penalty: 537.635559
	Iteration 12Q: 3 clusters Score -25603.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25604.490234 Penalty: 537.635559
	Iteration 13Q: 3 clusters Score -25604.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25604.490234 Penalty: 537.635559
	Iteration 14F: 3 clusters Score -25604.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16214.780273 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16214.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15872.742188 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -15872.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15927.359375 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -15927.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15946.031250 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -15946.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15957.685547 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -15957.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15972.163086 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -15972.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15976.349609 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -15976.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15977.886719 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -15977.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15979.050781 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -15979.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15979.050781 Penalty: 510.127991
	Iteration 8F: 3 clusters Score -15979.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -32471.515625 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -32471.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32013.855469 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -32013.86 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32108.541016 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -32108.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32140.279297 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -32140.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32149.072266 Penalty: 552.226746
	Iteration 3Q: 3 clusters Score -32149.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32158.048828 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -32158.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32161.916016 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -32161.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32167.195312 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -32167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32170.943359 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -32170.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32178.652344 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -32178.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32184.916016 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -32184.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32187.802734 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -32187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32188.716797 Penalty: 552.226746
	Iteration 11Q: 3 clusters Score -32188.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32188.716797 Penalty: 552.226746
	Iteration 12F: 3 clusters Score -32188.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -9881.386719 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -9881.387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9648.833008 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -9648.833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9701.628906 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -9701.629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9715.358398 Penalty: 445.703430
	Iteration 2Q: 3 clusters Score -9715.358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9726.815430 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -9726.815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9731.052734 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -9731.053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9732.218750 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -9732.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9732.543945 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -9732.544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9732.732422 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -9732.732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9732.732422 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -9732.732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9643.925781 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9643.926 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 105 members 
Entering Unmasked Estep 
Score: -9373.188477 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9373.188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9464.906250 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9464.906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9510.335938 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9510.336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9548.470703 Penalty: 482.600739
	Iteration 3F: 3 clusters Score -9548.471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9573.712891 Penalty: 482.600739
	Iteration 4F: 3 clusters Score -9573.713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9586.755859 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9586.756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9593.671875 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9593.672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9605.326172 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -9605.326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9620.687500 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -9620.688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9624.475586 Penalty: 482.600739
	Iteration 9Q: 3 clusters Score -9624.476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9625.758789 Penalty: 482.600739
	Iteration 10Q: 3 clusters Score -9625.759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9626.234375 Penalty: 482.600739
	Iteration 11Q: 3 clusters Score -9626.234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9626.901367 Penalty: 482.600739
	Iteration 12Q: 3 clusters Score -9626.901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9626.901367 Penalty: 482.600739
	Iteration 13F: 3 clusters Score -9626.901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -31025.390625 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -31025.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30565.750000 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -30565.75 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30675.871094 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -30675.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30712.095703 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -30712.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30735.025391 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -30735.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30752.443359 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -30752.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30757.177734 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -30757.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30759.835938 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -30759.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30760.591797 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -30760.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30761.589844 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -30761.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30761.910156 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -30761.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30761.910156 Penalty: 555.332825
	Iteration 10F: 3 clusters Score -30761.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21641 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 79 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 110 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 466 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 131 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 549 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 367 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114832 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 277 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 89 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 185 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 305 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 105. Lose 512.302063 but Gain 562.289062
Score: -14141690.000000 Penalty: 59040.445312
Iteration 199Q: 106 clusters Score -1.414169e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 761 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 486 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 648 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8427 members 
Mstep: Class 24 contains 1734 members 
Mstep: Class 25 contains 21644 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 113 members 
Mstep: Class 56 contains 307 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 467 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 169 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 544 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 370 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 524 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114828 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 153 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 284 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 90 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 186 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 317 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 447 members 
Mstep: Class 104 contains 235 members 
Mstep: Class 106 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142053.000000 Penalty: 59040.445312
Iteration 200F: 106 clusters Score -1.414205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 757 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8426 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21643 members 
Mstep: Class 26 contains 654 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2750 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 40 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 115 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 468 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 168 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 538 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 366 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 523 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114828 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 284 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 190 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 301 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 448 members 
Mstep: Class 104 contains 255 members 
Mstep: Class 106 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142216.000000 Penalty: 59040.445312
Iteration 201Q: 106 clusters Score -1.414222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 654 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 41 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 168 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 536 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 522 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1092 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114829 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 285 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 295 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 450 members 
Mstep: Class 104 contains 263 members 
Mstep: Class 106 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142240.000000 Penalty: 59040.445312
Iteration 202Q: 106 clusters Score -1.414224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 654 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 226 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 168 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 531 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 364 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 522 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1093 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 287 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 292 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 451 members 
Mstep: Class 104 contains 270 members 
Mstep: Class 106 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142257.000000 Penalty: 59040.445312
Iteration 203Q: 106 clusters Score -1.414226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8427 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 655 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 526 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 363 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1093 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 290 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 452 members 
Mstep: Class 104 contains 274 members 
Mstep: Class 106 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142265.000000 Penalty: 59040.445312
Iteration 204Q: 106 clusters Score -1.414226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8428 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 518 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 360 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1093 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 293 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 188 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 274 members 
Mstep: Class 106 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142266.000000 Penalty: 59040.445312
Iteration 205Q: 106 clusters Score -1.414227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 513 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 358 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1093 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 296 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 274 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142283.000000 Penalty: 59040.445312
Iteration 206Q: 106 clusters Score -1.414228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 509 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1093 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 298 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 274 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142277.000000 Penalty: 59040.445312
Iteration 207Q: 106 clusters Score -1.414228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 507 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 274 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142283.000000 Penalty: 59040.445312
Iteration 208Q: 106 clusters Score -1.414228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 274 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142283.000000 Penalty: 59040.445312
Iteration 209Q: 106 clusters Score -1.414228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 287 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 274 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142285.000000 Penalty: 59040.445312
Iteration 210F: 106 clusters Score -1.414228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 212 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 285 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 276 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142297.000000 Penalty: 59040.445312
Iteration 211Q: 106 clusters Score -1.41423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 284 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 278 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142294.000000 Penalty: 59040.445312
Iteration 212Q: 106 clusters Score -1.414229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142302.000000 Penalty: 59040.445312
Iteration 213Q: 106 clusters Score -1.41423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14142302.000000 Penalty: 59040.445312
Iteration 214F: 106 clusters Score -1.41423e+07 nChanged 0
Entering ConstructFrom: 
Score: -14142302.000000 Penalty: 59040.445312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -74902.914062 Penalty: 311.728912
	Iteration 0F: 2 clusters Score -74902.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74142.671875 Penalty: 623.457825
	Iteration 0F: 3 clusters Score -74142.67 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -74384.992188 Penalty: 623.457825
	Iteration 1F: 3 clusters Score -74384.99 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74468.609375 Penalty: 623.457825
	Iteration 2F: 3 clusters Score -74468.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74519.234375 Penalty: 623.457825
	Iteration 3F: 3 clusters Score -74519.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74552.546875 Penalty: 623.457825
	Iteration 4Q: 3 clusters Score -74552.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74578.132812 Penalty: 623.457825
	Iteration 5Q: 3 clusters Score -74578.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74593.953125 Penalty: 623.457825
	Iteration 6Q: 3 clusters Score -74593.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -74606.632812 Penalty: 623.457825
	Iteration 7Q: 3 clusters Score -74606.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -74623.703125 Penalty: 623.457825
	Iteration 8Q: 3 clusters Score -74623.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74634.679688 Penalty: 623.457825
	Iteration 9Q: 3 clusters Score -74634.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74638.742188 Penalty: 623.457825
	Iteration 10Q: 3 clusters Score -74638.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -74643.523438 Penalty: 623.457825
	Iteration 11Q: 3 clusters Score -74643.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -74645.601562 Penalty: 623.457825
	Iteration 12Q: 3 clusters Score -74645.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -74649.960938 Penalty: 623.457825
	Iteration 13Q: 3 clusters Score -74649.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -74652.007812 Penalty: 623.457825
	Iteration 14Q: 3 clusters Score -74652.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -74654.601562 Penalty: 623.457825
	Iteration 15Q: 3 clusters Score -74654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -74656.640625 Penalty: 623.457825
	Iteration 16Q: 3 clusters Score -74656.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -74658.015625 Penalty: 623.457825
	Iteration 17Q: 3 clusters Score -74658.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -74658.757812 Penalty: 623.457825
	Iteration 18Q: 3 clusters Score -74658.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -74658.757812 Penalty: 623.457825
	Iteration 19F: 3 clusters Score -74658.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -27120.384766 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -27120.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26696.328125 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -26696.33 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26803.742188 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -26803.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26855.132812 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -26855.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26892.976562 Penalty: 541.508484
	Iteration 3F: 3 clusters Score -26892.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26932.623047 Penalty: 541.508484
	Iteration 4F: 3 clusters Score -26932.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26962.638672 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -26962.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26972.601562 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -26972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26979.894531 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -26979.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26987.548828 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -26987.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26991.572266 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -26991.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27005.634766 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -27005.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27012.400391 Penalty: 541.508484
	Iteration 11Q: 3 clusters Score -27012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27015.296875 Penalty: 541.508484
	Iteration 12Q: 3 clusters Score -27015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27018.828125 Penalty: 541.508484
	Iteration 13Q: 3 clusters Score -27018.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27019.847656 Penalty: 541.508484
	Iteration 14Q: 3 clusters Score -27019.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27020.023438 Penalty: 541.508484
	Iteration 15Q: 3 clusters Score -27020.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27020.023438 Penalty: 541.508484
	Iteration 16F: 3 clusters Score -27020.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Entering Unmasked Estep 
Score: -1174928.000000 Penalty: 449.881714
	Iteration 0F: 2 clusters Score -1174928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1161662.250000 Penalty: 899.763428
	Iteration 0F: 3 clusters Score -1161662 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1167191.000000 Penalty: 899.763428
	Iteration 1F: 3 clusters Score -1167191 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1167705.250000 Penalty: 899.763428
	Iteration 2F: 3 clusters Score -1167705 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1168611.000000 Penalty: 899.763428
	Iteration 3F: 3 clusters Score -1168611 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1170012.000000 Penalty: 899.763428
	Iteration 4F: 3 clusters Score -1170012 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1171694.250000 Penalty: 899.763428
	Iteration 5F: 3 clusters Score -1171694 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1173076.375000 Penalty: 899.763428
	Iteration 6F: 3 clusters Score -1173076 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1173918.125000 Penalty: 899.763428
	Iteration 7Q: 3 clusters Score -1173918 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1174337.750000 Penalty: 899.763428
	Iteration 8Q: 3 clusters Score -1174338 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1174496.875000 Penalty: 899.763428
	Iteration 9Q: 3 clusters Score -1174497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1174569.250000 Penalty: 899.763428
	Iteration 10Q: 3 clusters Score -1174569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1174594.625000 Penalty: 899.763428
	Iteration 11Q: 3 clusters Score -1174595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1174604.375000 Penalty: 899.763428
	Iteration 12Q: 3 clusters Score -1174604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1174606.000000 Penalty: 899.763428
	Iteration 13Q: 3 clusters Score -1174606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1174609.000000 Penalty: 899.763428
	Iteration 14Q: 3 clusters Score -1174609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1174613.750000 Penalty: 899.763428
	Iteration 15Q: 3 clusters Score -1174614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1174615.375000 Penalty: 899.763428
	Iteration 16Q: 3 clusters Score -1174615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1174616.375000 Penalty: 899.763428
	Iteration 17Q: 3 clusters Score -1174616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1174616.250000 Penalty: 899.763428
	Iteration 18Q: 3 clusters Score -1174616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1174616.250000 Penalty: 899.763428
	Iteration 19F: 3 clusters Score -1174616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Entering Unmasked Estep 
Score: -191821.984375 Penalty: 363.571228
	Iteration 0F: 2 clusters Score -191822 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 1457 members 
Entering Unmasked Estep 
Score: -189775.156250 Penalty: 727.142456
	Iteration 0F: 3 clusters Score -189775.2 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -190514.765625 Penalty: 727.142456
	Iteration 1F: 3 clusters Score -190514.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190661.734375 Penalty: 727.142456
	Iteration 2F: 3 clusters Score -190661.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -190797.312500 Penalty: 727.142456
	Iteration 3F: 3 clusters Score -190797.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -190927.015625 Penalty: 727.142456
	Iteration 4F: 3 clusters Score -190927 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -191058.687500 Penalty: 727.142456
	Iteration 5F: 3 clusters Score -191058.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -191222.546875 Penalty: 727.142456
	Iteration 6F: 3 clusters Score -191222.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -191351.125000 Penalty: 727.142456
	Iteration 7Q: 3 clusters Score -191351.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -191399.593750 Penalty: 727.142456
	Iteration 8Q: 3 clusters Score -191399.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -191414.828125 Penalty: 727.142456
	Iteration 9Q: 3 clusters Score -191414.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -191422.546875 Penalty: 727.142456
	Iteration 10Q: 3 clusters Score -191422.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -191428.578125 Penalty: 727.142456
	Iteration 11Q: 3 clusters Score -191428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -191432.750000 Penalty: 727.142456
	Iteration 12Q: 3 clusters Score -191432.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -191437.828125 Penalty: 727.142456
	Iteration 13Q: 3 clusters Score -191437.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -191443.093750 Penalty: 727.142456
	Iteration 14Q: 3 clusters Score -191443.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -191447.296875 Penalty: 727.142456
	Iteration 15Q: 3 clusters Score -191447.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -191452.125000 Penalty: 727.142456
	Iteration 16Q: 3 clusters Score -191452.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -191455.406250 Penalty: 727.142456
	Iteration 17Q: 3 clusters Score -191455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -191458.750000 Penalty: 727.142456
	Iteration 18Q: 3 clusters Score -191458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -191460.093750 Penalty: 727.142456
	Iteration 19Q: 3 clusters Score -191460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -191462.734375 Penalty: 727.142456
	Iteration 20F: 3 clusters Score -191462.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -191466.421875 Penalty: 727.142456
	Iteration 21Q: 3 clusters Score -191466.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -191469.515625 Penalty: 727.142456
	Iteration 22Q: 3 clusters Score -191469.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -191471.812500 Penalty: 727.142456
	Iteration 23Q: 3 clusters Score -191471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -191473.343750 Penalty: 727.142456
	Iteration 24Q: 3 clusters Score -191473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -191475.250000 Penalty: 727.142456
	Iteration 25Q: 3 clusters Score -191475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -191478.968750 Penalty: 727.142456
	Iteration 26Q: 3 clusters Score -191479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -191482.687500 Penalty: 727.142456
	Iteration 27Q: 3 clusters Score -191482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -191483.562500 Penalty: 727.142456
	Iteration 28Q: 3 clusters Score -191483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -191483.562500 Penalty: 727.142456
	Iteration 29F: 3 clusters Score -191483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -146648.187500 Penalty: 354.926056
	Iteration 0F: 2 clusters Score -146648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -144943.125000 Penalty: 709.852112
	Iteration 0F: 3 clusters Score -144943.1 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -145522.500000 Penalty: 709.852112
	Iteration 1F: 3 clusters Score -145522.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -145569.859375 Penalty: 709.852112
	Iteration 2F: 3 clusters Score -145569.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -145595.500000 Penalty: 709.852112
	Iteration 3Q: 3 clusters Score -145595.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -145613.640625 Penalty: 709.852112
	Iteration 4Q: 3 clusters Score -145613.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -145630.578125 Penalty: 709.852112
	Iteration 5Q: 3 clusters Score -145630.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -145650.000000 Penalty: 709.852112
	Iteration 6Q: 3 clusters Score -145650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -145670.203125 Penalty: 709.852112
	Iteration 7Q: 3 clusters Score -145670.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -145694.921875 Penalty: 709.852112
	Iteration 8Q: 3 clusters Score -145694.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -145726.140625 Penalty: 709.852112
	Iteration 9Q: 3 clusters Score -145726.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -145761.796875 Penalty: 709.852112
	Iteration 10Q: 3 clusters Score -145761.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -145800.671875 Penalty: 709.852112
	Iteration 11Q: 3 clusters Score -145800.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -145836.203125 Penalty: 709.852112
	Iteration 12Q: 3 clusters Score -145836.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -145876.671875 Penalty: 709.852112
	Iteration 13Q: 3 clusters Score -145876.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -145919.984375 Penalty: 709.852112
	Iteration 14Q: 3 clusters Score -145920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145963.656250 Penalty: 709.852112
	Iteration 15Q: 3 clusters Score -145963.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145995.359375 Penalty: 709.852112
	Iteration 16Q: 3 clusters Score -145995.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -146017.328125 Penalty: 709.852112
	Iteration 17Q: 3 clusters Score -146017.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -146037.140625 Penalty: 709.852112
	Iteration 18Q: 3 clusters Score -146037.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -146062.812500 Penalty: 709.852112
	Iteration 19Q: 3 clusters Score -146062.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -146096.421875 Penalty: 709.852112
	Iteration 20F: 3 clusters Score -146096.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -146135.218750 Penalty: 709.852112
	Iteration 21Q: 3 clusters Score -146135.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -146182.921875 Penalty: 709.852112
	Iteration 22Q: 3 clusters Score -146182.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -146224.140625 Penalty: 709.852112
	Iteration 23Q: 3 clusters Score -146224.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -146275.343750 Penalty: 709.852112
	Iteration 24Q: 3 clusters Score -146275.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -146331.609375 Penalty: 709.852112
	Iteration 25Q: 3 clusters Score -146331.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -146360.859375 Penalty: 709.852112
	Iteration 26Q: 3 clusters Score -146360.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -146387.609375 Penalty: 709.852112
	Iteration 27Q: 3 clusters Score -146387.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -146405.531250 Penalty: 709.852112
	Iteration 28Q: 3 clusters Score -146405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -146419.953125 Penalty: 709.852112
	Iteration 29Q: 3 clusters Score -146420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -146427.812500 Penalty: 709.852112
	Iteration 30Q: 3 clusters Score -146427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -146429.484375 Penalty: 709.852112
	Iteration 31Q: 3 clusters Score -146429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -146431.031250 Penalty: 709.852112
	Iteration 32Q: 3 clusters Score -146431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -146431.031250 Penalty: 709.852112
	Iteration 33F: 3 clusters Score -146431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Entering Unmasked Estep 
Score: -1407177.375000 Penalty: 442.201904
	Iteration 0F: 2 clusters Score -1407177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1398515.500000 Penalty: 884.403809
	Iteration 0F: 3 clusters Score -1398516 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1403136.500000 Penalty: 884.403809
	Iteration 1F: 3 clusters Score -1403136 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1403423.750000 Penalty: 884.403809
	Iteration 2F: 3 clusters Score -1403424 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1403803.875000 Penalty: 884.403809
	Iteration 3F: 3 clusters Score -1403804 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1404303.750000 Penalty: 884.403809
	Iteration 4F: 3 clusters Score -1404304 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1404800.250000 Penalty: 884.403809
	Iteration 5F: 3 clusters Score -1404800 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1405327.500000 Penalty: 884.403809
	Iteration 6F: 3 clusters Score -1405328 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1405689.500000 Penalty: 884.403809
	Iteration 7Q: 3 clusters Score -1405690 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1405959.250000 Penalty: 884.403809
	Iteration 8Q: 3 clusters Score -1405959 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1406121.750000 Penalty: 884.403809
	Iteration 9Q: 3 clusters Score -1406122 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1406209.375000 Penalty: 884.403809
	Iteration 10Q: 3 clusters Score -1406209 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1406254.750000 Penalty: 884.403809
	Iteration 11Q: 3 clusters Score -1406255 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1406280.875000 Penalty: 884.403809
	Iteration 12Q: 3 clusters Score -1406281 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1406299.500000 Penalty: 884.403809
	Iteration 13Q: 3 clusters Score -1406300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1406323.250000 Penalty: 884.403809
	Iteration 14Q: 3 clusters Score -1406323 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1406343.000000 Penalty: 884.403809
	Iteration 15Q: 3 clusters Score -1406343 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1406351.250000 Penalty: 884.403809
	Iteration 16Q: 3 clusters Score -1406351 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1406360.000000 Penalty: 884.403809
	Iteration 17Q: 3 clusters Score -1406360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1406360.625000 Penalty: 884.403809
	Iteration 18Q: 3 clusters Score -1406361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1406369.500000 Penalty: 884.403809
	Iteration 19Q: 3 clusters Score -1406370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1406382.250000 Penalty: 884.403809
	Iteration 20F: 3 clusters Score -1406382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1406384.000000 Penalty: 884.403809
	Iteration 21Q: 3 clusters Score -1406384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1406392.500000 Penalty: 884.403809
	Iteration 22Q: 3 clusters Score -1406392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1406389.625000 Penalty: 884.403809
	Iteration 23Q: 3 clusters Score -1406390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1406382.750000 Penalty: 884.403809
	Iteration 24Q: 3 clusters Score -1406383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1406390.000000 Penalty: 884.403809
	Iteration 25Q: 3 clusters Score -1406390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1406391.125000 Penalty: 884.403809
	Iteration 26Q: 3 clusters Score -1406391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1406395.000000 Penalty: 884.403809
	Iteration 27Q: 3 clusters Score -1406395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1406397.375000 Penalty: 884.403809
	Iteration 28Q: 3 clusters Score -1406397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1406402.250000 Penalty: 884.403809
	Iteration 29Q: 3 clusters Score -1406402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1406409.375000 Penalty: 884.403809
	Iteration 30Q: 3 clusters Score -1406409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1406412.875000 Penalty: 884.403809
	Iteration 31Q: 3 clusters Score -1406413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1406420.750000 Penalty: 884.403809
	Iteration 32Q: 3 clusters Score -1406421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1406435.500000 Penalty: 884.403809
	Iteration 33Q: 3 clusters Score -1406436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1406458.625000 Penalty: 884.403809
	Iteration 34Q: 3 clusters Score -1406459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1406476.125000 Penalty: 884.403809
	Iteration 35Q: 3 clusters Score -1406476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1406488.750000 Penalty: 884.403809
	Iteration 36Q: 3 clusters Score -1406489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1406492.750000 Penalty: 884.403809
	Iteration 37Q: 3 clusters Score -1406493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1406517.250000 Penalty: 884.403809
	Iteration 38Q: 3 clusters Score -1406517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1406523.750000 Penalty: 884.403809
	Iteration 39Q: 3 clusters Score -1406524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1406526.500000 Penalty: 884.403809
	Iteration 40F: 3 clusters Score -1406526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1406531.625000 Penalty: 884.403809
	Iteration 41Q: 3 clusters Score -1406532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1406560.875000 Penalty: 884.403809
	Iteration 42Q: 3 clusters Score -1406561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1406592.875000 Penalty: 884.403809
	Iteration 43Q: 3 clusters Score -1406593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1406595.875000 Penalty: 884.403809
	Iteration 44Q: 3 clusters Score -1406596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1406613.375000 Penalty: 884.403809
	Iteration 45Q: 3 clusters Score -1406613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1406617.000000 Penalty: 884.403809
	Iteration 46Q: 3 clusters Score -1406617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1406621.375000 Penalty: 884.403809
	Iteration 47Q: 3 clusters Score -1406621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1406629.250000 Penalty: 884.403809
	Iteration 48Q: 3 clusters Score -1406629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1406644.250000 Penalty: 884.403809
	Iteration 49Q: 3 clusters Score -1406644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1406654.875000 Penalty: 884.403809
	Iteration 50Q: 3 clusters Score -1406655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1406661.875000 Penalty: 884.403809
	Iteration 51Q: 3 clusters Score -1406662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1406671.125000 Penalty: 884.403809
	Iteration 52Q: 3 clusters Score -1406671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1406680.875000 Penalty: 884.403809
	Iteration 53Q: 3 clusters Score -1406681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1406688.625000 Penalty: 884.403809
	Iteration 54Q: 3 clusters Score -1406689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1406685.625000 Penalty: 884.403809
	Iteration 55Q: 3 clusters Score -1406686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1406692.625000 Penalty: 884.403809
	Iteration 56Q: 3 clusters Score -1406693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1406699.750000 Penalty: 884.403809
	Iteration 57Q: 3 clusters Score -1406700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1406702.750000 Penalty: 884.403809
	Iteration 58Q: 3 clusters Score -1406703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1406705.000000 Penalty: 884.403809
	Iteration 59Q: 3 clusters Score -1406705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1406704.625000 Penalty: 884.403809
	Iteration 60F: 3 clusters Score -1406705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1406713.875000 Penalty: 884.403809
	Iteration 61Q: 3 clusters Score -1406714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1406719.375000 Penalty: 884.403809
	Iteration 62Q: 3 clusters Score -1406719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1406719.500000 Penalty: 884.403809
	Iteration 63Q: 3 clusters Score -1406720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1406724.000000 Penalty: 884.403809
	Iteration 64Q: 3 clusters Score -1406724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1406733.250000 Penalty: 884.403809
	Iteration 65Q: 3 clusters Score -1406733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1406738.250000 Penalty: 884.403809
	Iteration 66Q: 3 clusters Score -1406738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1406747.625000 Penalty: 884.403809
	Iteration 67Q: 3 clusters Score -1406748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1406756.750000 Penalty: 884.403809
	Iteration 68Q: 3 clusters Score -1406757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1406761.500000 Penalty: 884.403809
	Iteration 69Q: 3 clusters Score -1406762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1406763.875000 Penalty: 884.403809
	Iteration 70Q: 3 clusters Score -1406764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1406770.750000 Penalty: 884.403809
	Iteration 71Q: 3 clusters Score -1406771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1406779.875000 Penalty: 884.403809
	Iteration 72Q: 3 clusters Score -1406780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1406783.125000 Penalty: 884.403809
	Iteration 73Q: 3 clusters Score -1406783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1406786.125000 Penalty: 884.403809
	Iteration 74Q: 3 clusters Score -1406786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1406787.375000 Penalty: 884.403809
	Iteration 75Q: 3 clusters Score -1406787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1406796.875000 Penalty: 884.403809
	Iteration 76Q: 3 clusters Score -1406797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1406798.250000 Penalty: 884.403809
	Iteration 77Q: 3 clusters Score -1406798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1406793.125000 Penalty: 884.403809
	Iteration 78Q: 3 clusters Score -1406793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1406795.000000 Penalty: 884.403809
	Iteration 79Q: 3 clusters Score -1406795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1406795.000000 Penalty: 884.403809
	Iteration 80F: 3 clusters Score -1406795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -42373.195312 Penalty: 299.482147
	Iteration 0F: 2 clusters Score -42373.2 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 371 members 
Entering Unmasked Estep 
Score: -41775.371094 Penalty: 598.964294
	Iteration 0F: 3 clusters Score -41775.37 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -42034.105469 Penalty: 598.964294
	Iteration 1F: 3 clusters Score -42034.11 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42142.804688 Penalty: 598.964294
	Iteration 2F: 3 clusters Score -42142.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42195.625000 Penalty: 598.964294
	Iteration 3F: 3 clusters Score -42195.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42232.121094 Penalty: 598.964294
	Iteration 4F: 3 clusters Score -42232.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42251.644531 Penalty: 598.964294
	Iteration 5Q: 3 clusters Score -42251.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42258.234375 Penalty: 598.964294
	Iteration 6Q: 3 clusters Score -42258.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42260.660156 Penalty: 598.964294
	Iteration 7Q: 3 clusters Score -42260.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42261.734375 Penalty: 598.964294
	Iteration 8Q: 3 clusters Score -42261.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42267.566406 Penalty: 598.964294
	Iteration 9Q: 3 clusters Score -42267.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42271.871094 Penalty: 598.964294
	Iteration 10Q: 3 clusters Score -42271.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42275.535156 Penalty: 598.964294
	Iteration 11Q: 3 clusters Score -42275.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42280.269531 Penalty: 598.964294
	Iteration 12Q: 3 clusters Score -42280.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42287.375000 Penalty: 598.964294
	Iteration 13Q: 3 clusters Score -42287.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42288.515625 Penalty: 598.964294
	Iteration 14Q: 3 clusters Score -42288.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42288.753906 Penalty: 598.964294
	Iteration 15Q: 3 clusters Score -42288.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42288.753906 Penalty: 598.964294
	Iteration 16F: 3 clusters Score -42288.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -19860.818359 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -19860.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19529.376953 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -19529.38 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19791.677734 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -19791.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19891.375000 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -19891.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19949.257812 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -19949.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20002.564453 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -20002.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20022.523438 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -20022.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20033.568359 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -20033.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20046.917969 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -20046.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20062.513672 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -20062.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20070.927734 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -20070.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20074.455078 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -20074.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20076.812500 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -20076.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20078.500000 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -20078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20078.500000 Penalty: 542.451477
	Iteration 13F: 3 clusters Score -20078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 287 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 101 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142235.000000 Penalty: 59602.734375
Splitting cluster 8 changes total score from -14142302.000000 to -14142235.000000
So it's not getting split.
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: -10637.436523 Penalty: 238.015442
	Iteration 0F: 2 clusters Score -10637.44 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: -10371.550781 Penalty: 476.030884
	Iteration 0F: 3 clusters Score -10371.55 nChanged 50
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: -10438.281250 Penalty: 476.030884
	Iteration 1F: 3 clusters Score -10438.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10452.233398 Penalty: 476.030884
	Iteration 2F: 3 clusters Score -10452.23 nChanged 5
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: -10457.519531 Penalty: 476.030884
	Iteration 3Q: 3 clusters Score -10457.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10462.653320 Penalty: 476.030884
	Iteration 4Q: 3 clusters Score -10462.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10462.653320 Penalty: 476.030884
	Iteration 5F: 3 clusters Score -10462.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -7576.431152 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -7576.431 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 81 members 
Entering Unmasked Estep 
Score: -7313.307129 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -7313.307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7405.749023 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -7405.749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7430.363281 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -7430.363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7437.783203 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -7437.783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7452.838867 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -7452.839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7459.848633 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -7459.849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7470.954590 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -7470.955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7474.006348 Penalty: 465.190857
	Iteration 7Q: 3 clusters Score -7474.006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7474.006348 Penalty: 465.190857
	Iteration 8F: 3 clusters Score -7474.006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -19367.535156 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -19367.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19025.013672 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -19025.01 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19122.960938 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -19122.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19138.728516 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -19138.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19147.423828 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -19147.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19165.318359 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -19165.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19174.968750 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -19174.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19180.361328 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -19180.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -19181.988281 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -19181.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19182.990234 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -19182.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19184.201172 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -19184.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19184.201172 Penalty: 522.613281
	Iteration 10F: 3 clusters Score -19184.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -26389.640625 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -26389.64 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 228 members 
Entering Unmasked Estep 
Score: -25949.593750 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -25949.59 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26051.189453 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -26051.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -26079.990234 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -26079.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26099.966797 Penalty: 552.437134
	Iteration 3Q: 3 clusters Score -26099.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26107.156250 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -26107.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26116.238281 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -26116.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26120.679688 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -26120.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26125.148438 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -26125.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26127.082031 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -26127.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -26128.283203 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -26128.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26130.636719 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -26130.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26132.378906 Penalty: 552.437134
	Iteration 11Q: 3 clusters Score -26132.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26133.972656 Penalty: 552.437134
	Iteration 12Q: 3 clusters Score -26133.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26135.574219 Penalty: 552.437134
	Iteration 13Q: 3 clusters Score -26135.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26137.017578 Penalty: 552.437134
	Iteration 14Q: 3 clusters Score -26137.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26137.115234 Penalty: 552.437134
	Iteration 15Q: 3 clusters Score -26137.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26137.246094 Penalty: 552.437134
	Iteration 16Q: 3 clusters Score -26137.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26137.246094 Penalty: 552.437134
	Iteration 17F: 3 clusters Score -26137.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -33568.625000 Penalty: 286.434601
	Iteration 0F: 2 clusters Score -33568.62 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 273 members 
Entering Unmasked Estep 
Score: -33053.921875 Penalty: 572.869202
	Iteration 0F: 3 clusters Score -33053.92 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33203.230469 Penalty: 572.869202
	Iteration 1F: 3 clusters Score -33203.23 nChanged 53
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: -33247.136719 Penalty: 572.869202
	Iteration 2F: 3 clusters Score -33247.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33266.019531 Penalty: 572.869202
	Iteration 3F: 3 clusters Score -33266.02 nChanged 18
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: -33278.238281 Penalty: 572.869202
	Iteration 4Q: 3 clusters Score -33278.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33283.773438 Penalty: 572.869202
	Iteration 5Q: 3 clusters Score -33283.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33288.113281 Penalty: 572.869202
	Iteration 6Q: 3 clusters Score -33288.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33292.957031 Penalty: 572.869202
	Iteration 7Q: 3 clusters Score -33292.96 nChanged 7
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: -33296.671875 Penalty: 572.869202
	Iteration 8Q: 3 clusters Score -33296.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33300.128906 Penalty: 572.869202
	Iteration 9Q: 3 clusters Score -33300.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33303.171875 Penalty: 572.869202
	Iteration 10Q: 3 clusters Score -33303.17 nChanged 7
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: -33306.750000 Penalty: 572.869202
	Iteration 11Q: 3 clusters Score -33306.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33313.128906 Penalty: 572.869202
	Iteration 12Q: 3 clusters Score -33313.13 nChanged 6
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: -33316.921875 Penalty: 572.869202
	Iteration 13Q: 3 clusters Score -33316.92 nChanged 4
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: -33319.285156 Penalty: 572.869202
	Iteration 14Q: 3 clusters Score -33319.29 nChanged 6
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: -33324.433594 Penalty: 572.869202
	Iteration 15Q: 3 clusters Score -33324.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33328.445312 Penalty: 572.869202
	Iteration 16Q: 3 clusters Score -33328.45 nChanged 3
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: -33330.703125 Penalty: 572.869202
	Iteration 17Q: 3 clusters Score -33330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33332.984375 Penalty: 572.869202
	Iteration 18Q: 3 clusters Score -33332.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33333.656250 Penalty: 572.869202
	Iteration 19Q: 3 clusters Score -33333.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33335.289062 Penalty: 572.869202
	Iteration 20F: 3 clusters Score -33335.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -23236.220703 Penalty: 269.553650
	Iteration 0F: 2 clusters Score -23236.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22843.941406 Penalty: 539.107300
	Iteration 0F: 3 clusters Score -22843.94 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23050.425781 Penalty: 539.107300
	Iteration 1F: 3 clusters Score -23050.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23125.503906 Penalty: 539.107300
	Iteration 2F: 3 clusters Score -23125.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23150.755859 Penalty: 539.107300
	Iteration 3F: 3 clusters Score -23150.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23186.585938 Penalty: 539.107300
	Iteration 4Q: 3 clusters Score -23186.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23206.714844 Penalty: 539.107300
	Iteration 5F: 3 clusters Score -23206.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23219.601562 Penalty: 539.107300
	Iteration 6Q: 3 clusters Score -23219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23224.738281 Penalty: 539.107300
	Iteration 7Q: 3 clusters Score -23224.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23228.353516 Penalty: 539.107300
	Iteration 8Q: 3 clusters Score -23228.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23242.714844 Penalty: 539.107300
	Iteration 9Q: 3 clusters Score -23242.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23255.183594 Penalty: 539.107300
	Iteration 10Q: 3 clusters Score -23255.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23274.953125 Penalty: 539.107300
	Iteration 11Q: 3 clusters Score -23274.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23291.673828 Penalty: 539.107300
	Iteration 12Q: 3 clusters Score -23291.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -23311.376953 Penalty: 539.107300
	Iteration 13Q: 3 clusters Score -23311.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23328.207031 Penalty: 539.107300
	Iteration 14Q: 3 clusters Score -23328.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23340.732422 Penalty: 539.107300
	Iteration 15Q: 3 clusters Score -23340.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23352.880859 Penalty: 539.107300
	Iteration 16Q: 3 clusters Score -23352.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23357.238281 Penalty: 539.107300
	Iteration 17Q: 3 clusters Score -23357.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23358.701172 Penalty: 539.107300
	Iteration 18Q: 3 clusters Score -23358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -23360.738281 Penalty: 539.107300
	Iteration 19Q: 3 clusters Score -23360.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23362.318359 Penalty: 539.107300
	Iteration 20F: 3 clusters Score -23362.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 116 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 258 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142126.000000 Penalty: 59602.734375
Splitting cluster 14 changes total score from -14142302.000000 to -14142126.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -52504.328125 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -52504.33 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 387 members 
Entering Unmasked Estep 
Score: -51841.480469 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -51841.48 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52030.882812 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -52030.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -52087.648438 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -52087.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52132.710938 Penalty: 602.910706
	Iteration 3F: 3 clusters Score -52132.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52157.464844 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -52157.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52187.015625 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -52187.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -52212.203125 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -52212.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -52237.457031 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -52237.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -52268.546875 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -52268.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52331.136719 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -52331.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52378.054688 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -52378.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52408.593750 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -52408.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52429.335938 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -52429.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52441.875000 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -52441.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52449.718750 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -52449.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52454.691406 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -52454.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52458.734375 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -52458.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52463.074219 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -52463.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52477.222656 Penalty: 602.910706
	Iteration 18Q: 3 clusters Score -52477.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52495.500000 Penalty: 602.910706
	Iteration 19Q: 3 clusters Score -52495.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52507.742188 Penalty: 602.910706
	Iteration 20F: 3 clusters Score -52507.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52520.964844 Penalty: 602.910706
	Iteration 21Q: 3 clusters Score -52520.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52529.785156 Penalty: 602.910706
	Iteration 22Q: 3 clusters Score -52529.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52542.945312 Penalty: 602.910706
	Iteration 23Q: 3 clusters Score -52542.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52552.359375 Penalty: 602.910706
	Iteration 24Q: 3 clusters Score -52552.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52559.511719 Penalty: 602.910706
	Iteration 25Q: 3 clusters Score -52559.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52562.714844 Penalty: 602.910706
	Iteration 26Q: 3 clusters Score -52562.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52563.453125 Penalty: 602.910706
	Iteration 27Q: 3 clusters Score -52563.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52563.636719 Penalty: 602.910706
	Iteration 28Q: 3 clusters Score -52563.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52563.636719 Penalty: 602.910706
	Iteration 29F: 3 clusters Score -52563.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 336 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142106.000000 Penalty: 59602.734375
Splitting cluster 15 changes total score from -14142302.000000 to -14142106.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -96498.382812 Penalty: 338.339264
	Iteration 0F: 2 clusters Score -96498.38 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 844 members 
Entering Unmasked Estep 
Score: -95272.351562 Penalty: 676.678528
	Iteration 0F: 3 clusters Score -95272.35 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -95708.140625 Penalty: 676.678528
	Iteration 1F: 3 clusters Score -95708.14 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -95880.460938 Penalty: 676.678528
	Iteration 2F: 3 clusters Score -95880.46 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96027.968750 Penalty: 676.678528
	Iteration 3F: 3 clusters Score -96027.97 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96136.929688 Penalty: 676.678528
	Iteration 4F: 3 clusters Score -96136.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96213.921875 Penalty: 676.678528
	Iteration 5F: 3 clusters Score -96213.92 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96253.007812 Penalty: 676.678528
	Iteration 6Q: 3 clusters Score -96253.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96270.351562 Penalty: 676.678528
	Iteration 7Q: 3 clusters Score -96270.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96277.179688 Penalty: 676.678528
	Iteration 8Q: 3 clusters Score -96277.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -96280.500000 Penalty: 676.678528
	Iteration 9Q: 3 clusters Score -96280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -96282.679688 Penalty: 676.678528
	Iteration 10Q: 3 clusters Score -96282.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -96285.945312 Penalty: 676.678528
	Iteration 11Q: 3 clusters Score -96285.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96286.750000 Penalty: 676.678528
	Iteration 12Q: 3 clusters Score -96286.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96287.312500 Penalty: 676.678528
	Iteration 13Q: 3 clusters Score -96287.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96287.312500 Penalty: 676.678528
	Iteration 14F: 3 clusters Score -96287.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -12436.503906 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -12436.5 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 99 members 
Entering Unmasked Estep 
Score: -12127.060547 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -12127.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12206.690430 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -12206.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12232.342773 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -12232.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12239.401367 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -12239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12242.643555 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -12242.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12243.361328 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -12243.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12245.569336 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -12245.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12245.954102 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -12245.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12245.954102 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -12245.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -42019.531250 Penalty: 301.334503
	Iteration 0F: 2 clusters Score -42019.53 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 399 members 
Entering Unmasked Estep 
Score: -41365.394531 Penalty: 602.669006
	Iteration 0F: 3 clusters Score -41365.39 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -41544.964844 Penalty: 602.669006
	Iteration 1F: 3 clusters Score -41544.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -41593.386719 Penalty: 602.669006
	Iteration 2F: 3 clusters Score -41593.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -41623.652344 Penalty: 602.669006
	Iteration 3Q: 3 clusters Score -41623.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41651.144531 Penalty: 602.669006
	Iteration 4Q: 3 clusters Score -41651.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -41671.726562 Penalty: 602.669006
	Iteration 5Q: 3 clusters Score -41671.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41684.699219 Penalty: 602.669006
	Iteration 6Q: 3 clusters Score -41684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -41694.925781 Penalty: 602.669006
	Iteration 7Q: 3 clusters Score -41694.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41705.246094 Penalty: 602.669006
	Iteration 8Q: 3 clusters Score -41705.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -41712.269531 Penalty: 602.669006
	Iteration 9Q: 3 clusters Score -41712.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -41718.390625 Penalty: 602.669006
	Iteration 10Q: 3 clusters Score -41718.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -41723.394531 Penalty: 602.669006
	Iteration 11Q: 3 clusters Score -41723.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -41728.062500 Penalty: 602.669006
	Iteration 12Q: 3 clusters Score -41728.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -41732.800781 Penalty: 602.669006
	Iteration 13Q: 3 clusters Score -41732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -41736.230469 Penalty: 602.669006
	Iteration 14Q: 3 clusters Score -41736.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -41738.843750 Penalty: 602.669006
	Iteration 15Q: 3 clusters Score -41738.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -41739.578125 Penalty: 602.669006
	Iteration 16Q: 3 clusters Score -41739.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -41740.203125 Penalty: 602.669006
	Iteration 17Q: 3 clusters Score -41740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -41740.203125 Penalty: 602.669006
	Iteration 18F: 3 clusters Score -41740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -25708.707031 Penalty: 282.582306
	Iteration 0F: 2 clusters Score -25708.71 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 244 members 
Entering Unmasked Estep 
Score: -25221.843750 Penalty: 565.164612
	Iteration 0F: 3 clusters Score -25221.84 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25395.000000 Penalty: 565.164612
	Iteration 1F: 3 clusters Score -25395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25451.835938 Penalty: 565.164612
	Iteration 2F: 3 clusters Score -25451.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25492.578125 Penalty: 565.164612
	Iteration 3F: 3 clusters Score -25492.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25539.505859 Penalty: 565.164612
	Iteration 4F: 3 clusters Score -25539.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25559.111328 Penalty: 565.164612
	Iteration 5Q: 3 clusters Score -25559.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25590.208984 Penalty: 565.164612
	Iteration 6Q: 3 clusters Score -25590.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25608.343750 Penalty: 565.164612
	Iteration 7Q: 3 clusters Score -25608.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25631.806641 Penalty: 565.164612
	Iteration 8Q: 3 clusters Score -25631.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25641.851562 Penalty: 565.164612
	Iteration 9Q: 3 clusters Score -25641.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25642.123047 Penalty: 565.164612
	Iteration 10Q: 3 clusters Score -25642.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25642.500000 Penalty: 565.164612
	Iteration 11Q: 3 clusters Score -25642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25642.500000 Penalty: 565.164612
	Iteration 12F: 3 clusters Score -25642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -71950.789062 Penalty: 323.238556
	Iteration 0F: 2 clusters Score -71950.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70996.945312 Penalty: 646.477112
	Iteration 0F: 3 clusters Score -70996.95 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -71270.554688 Penalty: 646.477112
	Iteration 1F: 3 clusters Score -71270.55 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -71319.789062 Penalty: 646.477112
	Iteration 2F: 3 clusters Score -71319.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -71347.460938 Penalty: 646.477112
	Iteration 3Q: 3 clusters Score -71347.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -71367.468750 Penalty: 646.477112
	Iteration 4Q: 3 clusters Score -71367.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71381.828125 Penalty: 646.477112
	Iteration 5Q: 3 clusters Score -71381.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -71399.257812 Penalty: 646.477112
	Iteration 6Q: 3 clusters Score -71399.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -71423.453125 Penalty: 646.477112
	Iteration 7Q: 3 clusters Score -71423.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -71439.304688 Penalty: 646.477112
	Iteration 8Q: 3 clusters Score -71439.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -71457.039062 Penalty: 646.477112
	Iteration 9Q: 3 clusters Score -71457.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71472.289062 Penalty: 646.477112
	Iteration 10Q: 3 clusters Score -71472.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71481.328125 Penalty: 646.477112
	Iteration 11Q: 3 clusters Score -71481.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -71492.789062 Penalty: 646.477112
	Iteration 12Q: 3 clusters Score -71492.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -71500.984375 Penalty: 646.477112
	Iteration 13Q: 3 clusters Score -71500.98 nChanged 15
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: -71508.968750 Penalty: 646.477112
	Iteration 14Q: 3 clusters Score -71508.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -71514.890625 Penalty: 646.477112
	Iteration 15Q: 3 clusters Score -71514.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -71520.835938 Penalty: 646.477112
	Iteration 16Q: 3 clusters Score -71520.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -71524.921875 Penalty: 646.477112
	Iteration 17Q: 3 clusters Score -71524.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -71527.773438 Penalty: 646.477112
	Iteration 18Q: 3 clusters Score -71527.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -71532.250000 Penalty: 646.477112
	Iteration 19Q: 3 clusters Score -71532.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71536.046875 Penalty: 646.477112
	Iteration 20F: 3 clusters Score -71536.05 nChanged 10
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: -71540.148438 Penalty: 646.477112
	Iteration 21Q: 3 clusters Score -71540.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71543.250000 Penalty: 646.477112
	Iteration 22Q: 3 clusters Score -71543.25 nChanged 7
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: -71547.765625 Penalty: 646.477112
	Iteration 23Q: 3 clusters Score -71547.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -71551.289062 Penalty: 646.477112
	Iteration 24Q: 3 clusters Score -71551.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -71554.390625 Penalty: 646.477112
	Iteration 25Q: 3 clusters Score -71554.39 nChanged 9
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: -71557.429688 Penalty: 646.477112
	Iteration 26Q: 3 clusters Score -71557.43 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: -71558.046875 Penalty: 646.477112
	Iteration 27Q: 3 clusters Score -71558.05 nChanged 2
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: -71558.609375 Penalty: 646.477112
	Iteration 28Q: 3 clusters Score -71558.61 nChanged 2
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: -71558.671875 Penalty: 646.477112
	Iteration 29Q: 3 clusters Score -71558.67 nChanged 0
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: -71558.671875 Penalty: 646.477112
	Iteration 30F: 3 clusters Score -71558.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -26252.207031 Penalty: 294.491760
	Iteration 0F: 2 clusters Score -26252.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -25692.994141 Penalty: 588.983521
	Iteration 0F: 3 clusters Score -25692.99 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -25858.804688 Penalty: 588.983521
	Iteration 1F: 3 clusters Score -25858.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -25917.294922 Penalty: 588.983521
	Iteration 2F: 3 clusters Score -25917.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -25965.529297 Penalty: 588.983521
	Iteration 3F: 3 clusters Score -25965.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25985.562500 Penalty: 588.983521
	Iteration 4Q: 3 clusters Score -25985.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26014.816406 Penalty: 588.983521
	Iteration 5Q: 3 clusters Score -26014.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26030.148438 Penalty: 588.983521
	Iteration 6Q: 3 clusters Score -26030.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26051.714844 Penalty: 588.983521
	Iteration 7Q: 3 clusters Score -26051.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26089.675781 Penalty: 588.983521
	Iteration 8Q: 3 clusters Score -26089.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26126.675781 Penalty: 588.983521
	Iteration 9Q: 3 clusters Score -26126.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26170.007812 Penalty: 588.983521
	Iteration 10Q: 3 clusters Score -26170.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -26207.384766 Penalty: 588.983521
	Iteration 11Q: 3 clusters Score -26207.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -26238.423828 Penalty: 588.983521
	Iteration 12Q: 3 clusters Score -26238.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -26262.666016 Penalty: 588.983521
	Iteration 13Q: 3 clusters Score -26262.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26268.099609 Penalty: 588.983521
	Iteration 14Q: 3 clusters Score -26268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26268.785156 Penalty: 588.983521
	Iteration 15Q: 3 clusters Score -26268.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26269.783203 Penalty: 588.983521
	Iteration 16Q: 3 clusters Score -26269.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26271.089844 Penalty: 588.983521
	Iteration 17Q: 3 clusters Score -26271.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26271.515625 Penalty: 588.983521
	Iteration 18Q: 3 clusters Score -26271.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -26271.794922 Penalty: 588.983521
	Iteration 19Q: 3 clusters Score -26271.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26272.345703 Penalty: 588.983521
	Iteration 20F: 3 clusters Score -26272.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -26273.257812 Penalty: 588.983521
	Iteration 21Q: 3 clusters Score -26273.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -26274.013672 Penalty: 588.983521
	Iteration 22Q: 3 clusters Score -26274.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -26275.132812 Penalty: 588.983521
	Iteration 23Q: 3 clusters Score -26275.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -26275.132812 Penalty: 588.983521
	Iteration 24F: 3 clusters Score -26275.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 349 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142053.000000 Penalty: 59602.734375
Splitting cluster 21 changes total score from -14142302.000000 to -14142053.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -49822.500000 Penalty: 312.916962
	Iteration 0F: 2 clusters Score -49822.5 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 472 members 
Entering Unmasked Estep 
Score: -49031.972656 Penalty: 625.833923
	Iteration 0F: 3 clusters Score -49031.97 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -49399.343750 Penalty: 625.833923
	Iteration 1F: 3 clusters Score -49399.34 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49599.773438 Penalty: 625.833923
	Iteration 2F: 3 clusters Score -49599.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -49704.804688 Penalty: 625.833923
	Iteration 3F: 3 clusters Score -49704.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -49751.621094 Penalty: 625.833923
	Iteration 4F: 3 clusters Score -49751.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -49778.917969 Penalty: 625.833923
	Iteration 5Q: 3 clusters Score -49778.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -49800.710938 Penalty: 625.833923
	Iteration 6Q: 3 clusters Score -49800.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -49812.921875 Penalty: 625.833923
	Iteration 7Q: 3 clusters Score -49812.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -49814.468750 Penalty: 625.833923
	Iteration 8Q: 3 clusters Score -49814.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -49814.765625 Penalty: 625.833923
	Iteration 9Q: 3 clusters Score -49814.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -49815.078125 Penalty: 625.833923
	Iteration 10Q: 3 clusters Score -49815.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -49815.078125 Penalty: 625.833923
	Iteration 11F: 3 clusters Score -49815.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Entering Unmasked Estep 
Score: -467530.593750 Penalty: 411.294220
	Iteration 0F: 2 clusters Score -467530.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -461914.875000 Penalty: 822.588440
	Iteration 0F: 3 clusters Score -461914.9 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -464242.718750 Penalty: 822.588440
	Iteration 1F: 3 clusters Score -464242.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -464542.593750 Penalty: 822.588440
	Iteration 2F: 3 clusters Score -464542.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -464802.000000 Penalty: 822.588440
	Iteration 3F: 3 clusters Score -464802 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -465068.125000 Penalty: 822.588440
	Iteration 4F: 3 clusters Score -465068.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -465348.750000 Penalty: 822.588440
	Iteration 5F: 3 clusters Score -465348.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -465643.312500 Penalty: 822.588440
	Iteration 6F: 3 clusters Score -465643.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -465925.093750 Penalty: 822.588440
	Iteration 7Q: 3 clusters Score -465925.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -466121.593750 Penalty: 822.588440
	Iteration 8Q: 3 clusters Score -466121.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -466233.218750 Penalty: 822.588440
	Iteration 9Q: 3 clusters Score -466233.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -466311.406250 Penalty: 822.588440
	Iteration 10Q: 3 clusters Score -466311.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -466381.375000 Penalty: 822.588440
	Iteration 11Q: 3 clusters Score -466381.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -466444.468750 Penalty: 822.588440
	Iteration 12Q: 3 clusters Score -466444.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -466497.281250 Penalty: 822.588440
	Iteration 13Q: 3 clusters Score -466497.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -466545.187500 Penalty: 822.588440
	Iteration 14Q: 3 clusters Score -466545.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -466591.125000 Penalty: 822.588440
	Iteration 15Q: 3 clusters Score -466591.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -466635.656250 Penalty: 822.588440
	Iteration 16Q: 3 clusters Score -466635.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -466677.531250 Penalty: 822.588440
	Iteration 17Q: 3 clusters Score -466677.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -466713.312500 Penalty: 822.588440
	Iteration 18Q: 3 clusters Score -466713.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -466746.343750 Penalty: 822.588440
	Iteration 19Q: 3 clusters Score -466746.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -466778.437500 Penalty: 822.588440
	Iteration 20F: 3 clusters Score -466778.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -466804.031250 Penalty: 822.588440
	Iteration 21Q: 3 clusters Score -466804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -466825.125000 Penalty: 822.588440
	Iteration 22Q: 3 clusters Score -466825.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -466846.250000 Penalty: 822.588440
	Iteration 23Q: 3 clusters Score -466846.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -466863.875000 Penalty: 822.588440
	Iteration 24Q: 3 clusters Score -466863.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -466882.531250 Penalty: 822.588440
	Iteration 25Q: 3 clusters Score -466882.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -466904.875000 Penalty: 822.588440
	Iteration 26Q: 3 clusters Score -466904.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -466929.437500 Penalty: 822.588440
	Iteration 27Q: 3 clusters Score -466929.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -466945.406250 Penalty: 822.588440
	Iteration 28Q: 3 clusters Score -466945.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -466957.875000 Penalty: 822.588440
	Iteration 29Q: 3 clusters Score -466957.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -466976.406250 Penalty: 822.588440
	Iteration 30Q: 3 clusters Score -466976.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -466989.687500 Penalty: 822.588440
	Iteration 31Q: 3 clusters Score -466989.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -467002.437500 Penalty: 822.588440
	Iteration 32Q: 3 clusters Score -467002.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -467019.406250 Penalty: 822.588440
	Iteration 33Q: 3 clusters Score -467019.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -467042.125000 Penalty: 822.588440
	Iteration 34Q: 3 clusters Score -467042.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -467075.062500 Penalty: 822.588440
	Iteration 35Q: 3 clusters Score -467075.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -467120.656250 Penalty: 822.588440
	Iteration 36Q: 3 clusters Score -467120.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -467171.281250 Penalty: 822.588440
	Iteration 37Q: 3 clusters Score -467171.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -467208.656250 Penalty: 822.588440
	Iteration 38Q: 3 clusters Score -467208.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -467226.312500 Penalty: 822.588440
	Iteration 39Q: 3 clusters Score -467226.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -467241.437500 Penalty: 822.588440
	Iteration 40F: 3 clusters Score -467241.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -467254.406250 Penalty: 822.588440
	Iteration 41Q: 3 clusters Score -467254.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -467271.656250 Penalty: 822.588440
	Iteration 42Q: 3 clusters Score -467271.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -467284.375000 Penalty: 822.588440
	Iteration 43Q: 3 clusters Score -467284.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -467290.500000 Penalty: 822.588440
	Iteration 44Q: 3 clusters Score -467290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -467294.250000 Penalty: 822.588440
	Iteration 45Q: 3 clusters Score -467294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -467299.312500 Penalty: 822.588440
	Iteration 46Q: 3 clusters Score -467299.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -467301.437500 Penalty: 822.588440
	Iteration 47Q: 3 clusters Score -467301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -467303.750000 Penalty: 822.588440
	Iteration 48Q: 3 clusters Score -467303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -467306.250000 Penalty: 822.588440
	Iteration 49Q: 3 clusters Score -467306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -467306.906250 Penalty: 822.588440
	Iteration 50Q: 3 clusters Score -467306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -467309.156250 Penalty: 822.588440
	Iteration 51Q: 3 clusters Score -467309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -467308.375000 Penalty: 822.588440
	Iteration 52Q: 3 clusters Score -467308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -467309.281250 Penalty: 822.588440
	Iteration 53Q: 3 clusters Score -467309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -467309.875000 Penalty: 822.588440
	Iteration 54Q: 3 clusters Score -467309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -467310.343750 Penalty: 822.588440
	Iteration 55Q: 3 clusters Score -467310.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -467310.343750 Penalty: 822.588440
	Iteration 56Q: 3 clusters Score -467310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -467310.343750 Penalty: 822.588440
	Iteration 57F: 3 clusters Score -467310.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -105803.765625 Penalty: 339.321228
	Iteration 0F: 2 clusters Score -105803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -104517.328125 Penalty: 678.642456
	Iteration 0F: 3 clusters Score -104517.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -104906.523438 Penalty: 678.642456
	Iteration 1F: 3 clusters Score -104906.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -104963.882812 Penalty: 678.642456
	Iteration 2F: 3 clusters Score -104963.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104999.945312 Penalty: 678.642456
	Iteration 3Q: 3 clusters Score -104999.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -105033.148438 Penalty: 678.642456
	Iteration 4Q: 3 clusters Score -105033.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105063.468750 Penalty: 678.642456
	Iteration 5Q: 3 clusters Score -105063.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105098.625000 Penalty: 678.642456
	Iteration 6Q: 3 clusters Score -105098.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105142.593750 Penalty: 678.642456
	Iteration 7Q: 3 clusters Score -105142.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105193.460938 Penalty: 678.642456
	Iteration 8Q: 3 clusters Score -105193.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105252.234375 Penalty: 678.642456
	Iteration 9Q: 3 clusters Score -105252.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -105312.906250 Penalty: 678.642456
	Iteration 10Q: 3 clusters Score -105312.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -105369.695312 Penalty: 678.642456
	Iteration 11Q: 3 clusters Score -105369.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -105415.664062 Penalty: 678.642456
	Iteration 12Q: 3 clusters Score -105415.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -105445.968750 Penalty: 678.642456
	Iteration 13Q: 3 clusters Score -105446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -105457.570312 Penalty: 678.642456
	Iteration 14Q: 3 clusters Score -105457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -105464.617188 Penalty: 678.642456
	Iteration 15Q: 3 clusters Score -105464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -105472.195312 Penalty: 678.642456
	Iteration 16Q: 3 clusters Score -105472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -105479.882812 Penalty: 678.642456
	Iteration 17Q: 3 clusters Score -105479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -105483.820312 Penalty: 678.642456
	Iteration 18Q: 3 clusters Score -105483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -105487.921875 Penalty: 678.642456
	Iteration 19Q: 3 clusters Score -105487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -105487.921875 Penalty: 678.642456
	Iteration 20F: 3 clusters Score -105487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Entering Unmasked Estep 
Score: -1392078.500000 Penalty: 454.198792
	Iteration 0F: 2 clusters Score -1392078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1377524.500000 Penalty: 908.397583
	Iteration 0F: 3 clusters Score -1377524 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1383468.625000 Penalty: 908.397583
	Iteration 1F: 3 clusters Score -1383469 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1383769.000000 Penalty: 908.397583
	Iteration 2Q: 3 clusters Score -1383769 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1384154.125000 Penalty: 908.397583
	Iteration 3Q: 3 clusters Score -1384154 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1384621.250000 Penalty: 908.397583
	Iteration 4Q: 3 clusters Score -1384621 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1385235.500000 Penalty: 908.397583
	Iteration 5F: 3 clusters Score -1385236 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1385984.750000 Penalty: 908.397583
	Iteration 6F: 3 clusters Score -1385985 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1386950.125000 Penalty: 908.397583
	Iteration 7F: 3 clusters Score -1386950 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1387937.750000 Penalty: 908.397583
	Iteration 8F: 3 clusters Score -1387938 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1388644.125000 Penalty: 908.397583
	Iteration 9F: 3 clusters Score -1388644 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1388968.125000 Penalty: 908.397583
	Iteration 10Q: 3 clusters Score -1388968 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1389141.375000 Penalty: 908.397583
	Iteration 11Q: 3 clusters Score -1389141 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1389273.375000 Penalty: 908.397583
	Iteration 12Q: 3 clusters Score -1389273 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1389385.500000 Penalty: 908.397583
	Iteration 13Q: 3 clusters Score -1389386 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1389511.625000 Penalty: 908.397583
	Iteration 14Q: 3 clusters Score -1389512 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1389650.500000 Penalty: 908.397583
	Iteration 15Q: 3 clusters Score -1389650 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1389784.375000 Penalty: 908.397583
	Iteration 16Q: 3 clusters Score -1389784 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1389961.000000 Penalty: 908.397583
	Iteration 17Q: 3 clusters Score -1389961 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1390136.500000 Penalty: 908.397583
	Iteration 18Q: 3 clusters Score -1390136 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1390319.125000 Penalty: 908.397583
	Iteration 19Q: 3 clusters Score -1390319 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1390483.875000 Penalty: 908.397583
	Iteration 20F: 3 clusters Score -1390484 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1390643.500000 Penalty: 908.397583
	Iteration 21Q: 3 clusters Score -1390644 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1390766.000000 Penalty: 908.397583
	Iteration 22Q: 3 clusters Score -1390766 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1390872.875000 Penalty: 908.397583
	Iteration 23Q: 3 clusters Score -1390873 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1390974.625000 Penalty: 908.397583
	Iteration 24Q: 3 clusters Score -1390975 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1391069.500000 Penalty: 908.397583
	Iteration 25Q: 3 clusters Score -1391070 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1391147.750000 Penalty: 908.397583
	Iteration 26Q: 3 clusters Score -1391148 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1391214.875000 Penalty: 908.397583
	Iteration 27Q: 3 clusters Score -1391215 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1391274.000000 Penalty: 908.397583
	Iteration 28Q: 3 clusters Score -1391274 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1391314.750000 Penalty: 908.397583
	Iteration 29Q: 3 clusters Score -1391315 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1391365.125000 Penalty: 908.397583
	Iteration 30Q: 3 clusters Score -1391365 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1391429.250000 Penalty: 908.397583
	Iteration 31Q: 3 clusters Score -1391429 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -1391478.125000 Penalty: 908.397583
	Iteration 32Q: 3 clusters Score -1391478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1391524.875000 Penalty: 908.397583
	Iteration 33Q: 3 clusters Score -1391525 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -1391562.125000 Penalty: 908.397583
	Iteration 34Q: 3 clusters Score -1391562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1391598.500000 Penalty: 908.397583
	Iteration 35Q: 3 clusters Score -1391598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -1391636.875000 Penalty: 908.397583
	Iteration 36Q: 3 clusters Score -1391637 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -1391670.125000 Penalty: 908.397583
	Iteration 37Q: 3 clusters Score -1391670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -1391692.125000 Penalty: 908.397583
	Iteration 38Q: 3 clusters Score -1391692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1391723.625000 Penalty: 908.397583
	Iteration 39Q: 3 clusters Score -1391724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -1391741.875000 Penalty: 908.397583
	Iteration 40F: 3 clusters Score -1391742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1391761.125000 Penalty: 908.397583
	Iteration 41Q: 3 clusters Score -1391761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1391777.500000 Penalty: 908.397583
	Iteration 42Q: 3 clusters Score -1391778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -1391783.125000 Penalty: 908.397583
	Iteration 43Q: 3 clusters Score -1391783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1391791.375000 Penalty: 908.397583
	Iteration 44Q: 3 clusters Score -1391791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1391799.375000 Penalty: 908.397583
	Iteration 45Q: 3 clusters Score -1391799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -1391802.875000 Penalty: 908.397583
	Iteration 46Q: 3 clusters Score -1391803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -1391801.875000 Penalty: 908.397583
	Iteration 47Q: 3 clusters Score -1391802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1391805.375000 Penalty: 908.397583
	Iteration 48Q: 3 clusters Score -1391805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1391810.625000 Penalty: 908.397583
	Iteration 49Q: 3 clusters Score -1391811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -1391810.625000 Penalty: 908.397583
	Iteration 50Q: 3 clusters Score -1391811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1391812.750000 Penalty: 908.397583
	Iteration 51Q: 3 clusters Score -1391813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1391815.125000 Penalty: 908.397583
	Iteration 52Q: 3 clusters Score -1391815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1391816.125000 Penalty: 908.397583
	Iteration 53Q: 3 clusters Score -1391816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1391818.125000 Penalty: 908.397583
	Iteration 54Q: 3 clusters Score -1391818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -1391817.625000 Penalty: 908.397583
	Iteration 55Q: 3 clusters Score -1391818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -1391817.750000 Penalty: 908.397583
	Iteration 56Q: 3 clusters Score -1391818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -1391819.750000 Penalty: 908.397583
	Iteration 57Q: 3 clusters Score -1391820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1391819.250000 Penalty: 908.397583
	Iteration 58Q: 3 clusters Score -1391819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1391819.250000 Penalty: 908.397583
	Iteration 59Q: 3 clusters Score -1391819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1391820.750000 Penalty: 908.397583
	Iteration 60F: 3 clusters Score -1391821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1391822.250000 Penalty: 908.397583
	Iteration 61Q: 3 clusters Score -1391822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1391823.375000 Penalty: 908.397583
	Iteration 62Q: 3 clusters Score -1391823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -1391826.000000 Penalty: 908.397583
	Iteration 63Q: 3 clusters Score -1391826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -1391831.000000 Penalty: 908.397583
	Iteration 64Q: 3 clusters Score -1391831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -1391831.750000 Penalty: 908.397583
	Iteration 65Q: 3 clusters Score -1391832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -1391831.375000 Penalty: 908.397583
	Iteration 66Q: 3 clusters Score -1391831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1391831.625000 Penalty: 908.397583
	Iteration 67Q: 3 clusters Score -1391832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -1391832.750000 Penalty: 908.397583
	Iteration 68Q: 3 clusters Score -1391833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -1391832.750000 Penalty: 908.397583
	Iteration 69F: 3 clusters Score -1391833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -36751.839844 Penalty: 295.120300
	Iteration 0F: 2 clusters Score -36751.84 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 320 members 
Entering Unmasked Estep 
Score: -36147.980469 Penalty: 590.240601
	Iteration 0F: 3 clusters Score -36147.98 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36342.339844 Penalty: 590.240601
	Iteration 1F: 3 clusters Score -36342.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36387.097656 Penalty: 590.240601
	Iteration 2F: 3 clusters Score -36387.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36408.109375 Penalty: 590.240601
	Iteration 3Q: 3 clusters Score -36408.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36422.738281 Penalty: 590.240601
	Iteration 4Q: 3 clusters Score -36422.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36437.984375 Penalty: 590.240601
	Iteration 5Q: 3 clusters Score -36437.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36450.652344 Penalty: 590.240601
	Iteration 6Q: 3 clusters Score -36450.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36457.683594 Penalty: 590.240601
	Iteration 7Q: 3 clusters Score -36457.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -36462.699219 Penalty: 590.240601
	Iteration 8Q: 3 clusters Score -36462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36467.437500 Penalty: 590.240601
	Iteration 9Q: 3 clusters Score -36467.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36469.570312 Penalty: 590.240601
	Iteration 10Q: 3 clusters Score -36469.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36471.011719 Penalty: 590.240601
	Iteration 11Q: 3 clusters Score -36471.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36472.511719 Penalty: 590.240601
	Iteration 12Q: 3 clusters Score -36472.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36474.355469 Penalty: 590.240601
	Iteration 13Q: 3 clusters Score -36474.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36475.332031 Penalty: 590.240601
	Iteration 14Q: 3 clusters Score -36475.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36476.117188 Penalty: 590.240601
	Iteration 15Q: 3 clusters Score -36476.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36477.789062 Penalty: 590.240601
	Iteration 16Q: 3 clusters Score -36477.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36479.578125 Penalty: 590.240601
	Iteration 17Q: 3 clusters Score -36479.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36481.402344 Penalty: 590.240601
	Iteration 18Q: 3 clusters Score -36481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36481.402344 Penalty: 590.240601
	Iteration 19F: 3 clusters Score -36481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -6479.127441 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -6479.127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6265.254395 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -6265.254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6310.766113 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -6310.766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6318.398926 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -6318.399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6322.170410 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -6322.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6329.192871 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -6329.193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6336.272949 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -6336.273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6356.458008 Penalty: 426.073944
	Iteration 6Q: 3 clusters Score -6356.458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6364.087402 Penalty: 426.073944
	Iteration 7Q: 3 clusters Score -6364.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6367.905762 Penalty: 426.073944
	Iteration 8Q: 3 clusters Score -6367.906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6369.200195 Penalty: 426.073944
	Iteration 9Q: 3 clusters Score -6369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6371.180176 Penalty: 426.073944
	Iteration 10Q: 3 clusters Score -6371.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6371.180176 Penalty: 426.073944
	Iteration 11F: 3 clusters Score -6371.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -6355.160645 Penalty: 229.768463
	Iteration 0F: 2 clusters Score -6355.161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6154.736328 Penalty: 459.536926
	Iteration 0F: 3 clusters Score -6154.736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6231.579102 Penalty: 459.536926
	Iteration 1F: 3 clusters Score -6231.579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6256.890137 Penalty: 459.536926
	Iteration 2Q: 3 clusters Score -6256.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6268.013672 Penalty: 459.536926
	Iteration 3Q: 3 clusters Score -6268.014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6283.585449 Penalty: 459.536926
	Iteration 4Q: 3 clusters Score -6283.585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6295.824219 Penalty: 459.536926
	Iteration 5Q: 3 clusters Score -6295.824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6300.922363 Penalty: 459.536926
	Iteration 6Q: 3 clusters Score -6300.922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6304.185059 Penalty: 459.536926
	Iteration 7Q: 3 clusters Score -6304.185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6304.450195 Penalty: 459.536926
	Iteration 8F: 3 clusters Score -6304.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6314.968262 Penalty: 459.536926
	Iteration 9Q: 3 clusters Score -6314.968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6393.750977 Penalty: 459.536926
	Iteration 10Q: 3 clusters Score -6393.751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6489.082031 Penalty: 459.536926
	Iteration 11F: 3 clusters Score -6489.082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6511.192871 Penalty: 459.536926
	Iteration 12Q: 3 clusters Score -6511.193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6523.890625 Penalty: 459.536926
	Iteration 13Q: 3 clusters Score -6523.891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6530.915039 Penalty: 459.536926
	Iteration 14Q: 3 clusters Score -6530.915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6533.612793 Penalty: 459.536926
	Iteration 15Q: 3 clusters Score -6533.613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6541.866699 Penalty: 459.536926
	Iteration 16F: 3 clusters Score -6541.867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6574.706543 Penalty: 459.536926
	Iteration 17Q: 3 clusters Score -6574.707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6582.474121 Penalty: 459.536926
	Iteration 18Q: 3 clusters Score -6582.474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6601.677734 Penalty: 459.536926
	Iteration 19Q: 3 clusters Score -6601.678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6606.624023 Penalty: 459.536926
	Iteration 20F: 3 clusters Score -6606.624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6620.724609 Penalty: 459.536926
	Iteration 21Q: 3 clusters Score -6620.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6620.724609 Penalty: 459.536926
	Iteration 22F: 3 clusters Score -6620.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 34 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 122 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142233.000000 Penalty: 59602.734375
Splitting cluster 28 changes total score from -14142302.000000 to -14142233.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -27829.119141 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -27829.12 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 243 members 
Entering Unmasked Estep 
Score: -27326.376953 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -27326.38 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27486.712891 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -27486.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27533.474609 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -27533.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27577.220703 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -27577.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -27598.093750 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -27598.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27612.271484 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -27612.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27621.011719 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -27621.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -27634.988281 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -27634.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27648.744141 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -27648.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27658.134766 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -27658.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27667.019531 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -27667.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27673.345703 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -27673.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27677.144531 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -27677.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27679.599609 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -27679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27681.306641 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -27681.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27684.906250 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -27684.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27688.503906 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -27688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27689.904297 Penalty: 567.509644
	Iteration 17Q: 3 clusters Score -27689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27690.765625 Penalty: 567.509644
	Iteration 18Q: 3 clusters Score -27690.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27691.527344 Penalty: 567.509644
	Iteration 19Q: 3 clusters Score -27691.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27691.527344 Penalty: 567.509644
	Iteration 20F: 3 clusters Score -27691.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -5430.248047 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -5430.248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5226.962891 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -5226.963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5292.551270 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -5292.551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5304.743164 Penalty: 420.872528
	Iteration 2F: 3 clusters Score -5304.743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5316.303223 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -5316.303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5353.865234 Penalty: 420.872528
	Iteration 4Q: 3 clusters Score -5353.865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5359.482422 Penalty: 420.872528
	Iteration 5Q: 3 clusters Score -5359.482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -5367.631348 Penalty: 420.872528
	Iteration 6Q: 3 clusters Score -5367.631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5374.132812 Penalty: 420.872528
	Iteration 7Q: 3 clusters Score -5374.133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5389.801270 Penalty: 420.872528
	Iteration 8Q: 3 clusters Score -5389.801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5389.801270 Penalty: 420.872528
	Iteration 9F: 3 clusters Score -5389.801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -20208.568359 Penalty: 270.872559
	Iteration 0F: 2 clusters Score -20208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19827.064453 Penalty: 541.745117
	Iteration 0F: 3 clusters Score -19827.06 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19975.291016 Penalty: 541.745117
	Iteration 1F: 3 clusters Score -19975.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20037.232422 Penalty: 541.745117
	Iteration 2F: 3 clusters Score -20037.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20076.373047 Penalty: 541.745117
	Iteration 3Q: 3 clusters Score -20076.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -20111.306641 Penalty: 541.745117
	Iteration 4Q: 3 clusters Score -20111.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20143.384766 Penalty: 541.745117
	Iteration 5Q: 3 clusters Score -20143.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20173.136719 Penalty: 541.745117
	Iteration 6Q: 3 clusters Score -20173.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20187.476562 Penalty: 541.745117
	Iteration 7Q: 3 clusters Score -20187.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20197.306641 Penalty: 541.745117
	Iteration 8Q: 3 clusters Score -20197.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20217.763672 Penalty: 541.745117
	Iteration 9Q: 3 clusters Score -20217.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20258.207031 Penalty: 541.745117
	Iteration 10Q: 3 clusters Score -20258.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20284.207031 Penalty: 541.745117
	Iteration 11Q: 3 clusters Score -20284.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20305.386719 Penalty: 541.745117
	Iteration 12Q: 3 clusters Score -20305.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20316.339844 Penalty: 541.745117
	Iteration 13Q: 3 clusters Score -20316.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20318.734375 Penalty: 541.745117
	Iteration 14Q: 3 clusters Score -20318.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20322.341797 Penalty: 541.745117
	Iteration 15Q: 3 clusters Score -20322.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20323.603516 Penalty: 541.745117
	Iteration 16Q: 3 clusters Score -20323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20335.318359 Penalty: 541.745117
	Iteration 17Q: 3 clusters Score -20335.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20341.980469 Penalty: 541.745117
	Iteration 18Q: 3 clusters Score -20341.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20345.953125 Penalty: 541.745117
	Iteration 19Q: 3 clusters Score -20345.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20358.367188 Penalty: 541.745117
	Iteration 20F: 3 clusters Score -20358.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20362.984375 Penalty: 541.745117
	Iteration 21Q: 3 clusters Score -20362.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20362.984375 Penalty: 541.745117
	Iteration 22F: 3 clusters Score -20362.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 191 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142164.000000 Penalty: 59602.734375
Splitting cluster 31 changes total score from -14142302.000000 to -14142164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (76 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Entering Unmasked Estep 
Score: -4025.364014 Penalty: 197.048370
	Iteration 0F: 2 clusters Score -4025.364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3840.929932 Penalty: 394.096741
	Iteration 0F: 3 clusters Score -3840.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3866.167480 Penalty: 394.096741
	Iteration 1F: 3 clusters Score -3866.167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3871.537354 Penalty: 394.096741
	Iteration 2Q: 3 clusters Score -3871.537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3871.537354 Penalty: 394.096741
	Iteration 3F: 3 clusters Score -3871.537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -16731.998047 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -16732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16444.533203 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -16444.53 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16582.162109 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -16582.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16630.937500 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -16630.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16666.855469 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -16666.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16677.289062 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -16677.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16681.781250 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -16681.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16685.117188 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -16685.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16686.541016 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -16686.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16688.320312 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -16688.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16690.611328 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -16690.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16692.902344 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -16692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16696.208984 Penalty: 493.670471
	Iteration 11Q: 3 clusters Score -16696.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16696.765625 Penalty: 493.670471
	Iteration 12Q: 3 clusters Score -16696.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16696.765625 Penalty: 493.670471
	Iteration 13F: 3 clusters Score -16696.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -8812.165039 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -8812.165 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 77 members 
Entering Unmasked Estep 
Score: -8537.717773 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -8537.718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8596.595703 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -8596.596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8618.199219 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -8618.199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8632.533203 Penalty: 468.949554
	Iteration 3F: 3 clusters Score -8632.533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8642.573242 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -8642.573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8646.271484 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -8646.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8646.271484 Penalty: 468.949554
	Iteration 6F: 3 clusters Score -8646.271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -6244.090332 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -6244.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6060.545410 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -6060.545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6137.301270 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -6137.301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6144.582520 Penalty: 445.021759
	Iteration 2Q: 3 clusters Score -6144.583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6145.420898 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -6145.421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6145.420898 Penalty: 445.021759
	Iteration 4F: 3 clusters Score -6145.421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (78 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Entering Unmasked Estep 
Score: -4489.691406 Penalty: 198.230255
	Iteration 0F: 2 clusters Score -4489.691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4352.289062 Penalty: 396.460510
	Iteration 0F: 3 clusters Score -4352.289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4407.453613 Penalty: 396.460510
	Iteration 1F: 3 clusters Score -4407.454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4419.069824 Penalty: 396.460510
	Iteration 2Q: 3 clusters Score -4419.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4423.958984 Penalty: 396.460510
	Iteration 3Q: 3 clusters Score -4423.959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4428.982910 Penalty: 396.460510
	Iteration 4Q: 3 clusters Score -4428.983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4428.982910 Penalty: 396.460510
	Iteration 5F: 3 clusters Score -4428.983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -164377.390625 Penalty: 360.281036
	Iteration 0F: 2 clusters Score -164377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -162451.921875 Penalty: 720.562073
	Iteration 0F: 3 clusters Score -162451.9 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -163137.984375 Penalty: 720.562073
	Iteration 1F: 3 clusters Score -163138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -163292.015625 Penalty: 720.562073
	Iteration 2F: 3 clusters Score -163292 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -163400.734375 Penalty: 720.562073
	Iteration 3F: 3 clusters Score -163400.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -163497.875000 Penalty: 720.562073
	Iteration 4F: 3 clusters Score -163497.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -163564.406250 Penalty: 720.562073
	Iteration 5F: 3 clusters Score -163564.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -163615.984375 Penalty: 720.562073
	Iteration 6Q: 3 clusters Score -163616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -163651.921875 Penalty: 720.562073
	Iteration 7Q: 3 clusters Score -163651.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -163681.625000 Penalty: 720.562073
	Iteration 8Q: 3 clusters Score -163681.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -163723.828125 Penalty: 720.562073
	Iteration 9Q: 3 clusters Score -163723.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -163764.390625 Penalty: 720.562073
	Iteration 10Q: 3 clusters Score -163764.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -163792.828125 Penalty: 720.562073
	Iteration 11Q: 3 clusters Score -163792.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -163807.703125 Penalty: 720.562073
	Iteration 12Q: 3 clusters Score -163807.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -163816.312500 Penalty: 720.562073
	Iteration 13Q: 3 clusters Score -163816.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163822.515625 Penalty: 720.562073
	Iteration 14Q: 3 clusters Score -163822.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -163828.359375 Penalty: 720.562073
	Iteration 15Q: 3 clusters Score -163828.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -163833.531250 Penalty: 720.562073
	Iteration 16Q: 3 clusters Score -163833.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -163837.812500 Penalty: 720.562073
	Iteration 17Q: 3 clusters Score -163837.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -163841.953125 Penalty: 720.562073
	Iteration 18Q: 3 clusters Score -163842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -163846.718750 Penalty: 720.562073
	Iteration 19Q: 3 clusters Score -163846.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -163850.000000 Penalty: 720.562073
	Iteration 20F: 3 clusters Score -163850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163851.812500 Penalty: 720.562073
	Iteration 21Q: 3 clusters Score -163851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -163853.921875 Penalty: 720.562073
	Iteration 22Q: 3 clusters Score -163853.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163856.843750 Penalty: 720.562073
	Iteration 23Q: 3 clusters Score -163856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -163860.312500 Penalty: 720.562073
	Iteration 24Q: 3 clusters Score -163860.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163863.046875 Penalty: 720.562073
	Iteration 25Q: 3 clusters Score -163863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163867.625000 Penalty: 720.562073
	Iteration 26Q: 3 clusters Score -163867.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -163873.359375 Penalty: 720.562073
	Iteration 27Q: 3 clusters Score -163873.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -163876.015625 Penalty: 720.562073
	Iteration 28Q: 3 clusters Score -163876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -163878.671875 Penalty: 720.562073
	Iteration 29Q: 3 clusters Score -163878.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -163880.796875 Penalty: 720.562073
	Iteration 30Q: 3 clusters Score -163880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163884.359375 Penalty: 720.562073
	Iteration 31Q: 3 clusters Score -163884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163889.671875 Penalty: 720.562073
	Iteration 32Q: 3 clusters Score -163889.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -163897.281250 Penalty: 720.562073
	Iteration 33Q: 3 clusters Score -163897.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -163902.750000 Penalty: 720.562073
	Iteration 34Q: 3 clusters Score -163902.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -163906.500000 Penalty: 720.562073
	Iteration 35Q: 3 clusters Score -163906.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -163912.125000 Penalty: 720.562073
	Iteration 36Q: 3 clusters Score -163912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -163916.734375 Penalty: 720.562073
	Iteration 37Q: 3 clusters Score -163916.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -163923.515625 Penalty: 720.562073
	Iteration 38Q: 3 clusters Score -163923.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163928.265625 Penalty: 720.562073
	Iteration 39Q: 3 clusters Score -163928.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -163936.687500 Penalty: 720.562073
	Iteration 40F: 3 clusters Score -163936.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -163948.218750 Penalty: 720.562073
	Iteration 41Q: 3 clusters Score -163948.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163959.703125 Penalty: 720.562073
	Iteration 42Q: 3 clusters Score -163959.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -163974.843750 Penalty: 720.562073
	Iteration 43Q: 3 clusters Score -163974.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -163984.843750 Penalty: 720.562073
	Iteration 44Q: 3 clusters Score -163984.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -163995.359375 Penalty: 720.562073
	Iteration 45Q: 3 clusters Score -163995.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -164009.171875 Penalty: 720.562073
	Iteration 46Q: 3 clusters Score -164009.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -164033.265625 Penalty: 720.562073
	Iteration 47Q: 3 clusters Score -164033.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -164061.265625 Penalty: 720.562073
	Iteration 48Q: 3 clusters Score -164061.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -164083.671875 Penalty: 720.562073
	Iteration 49Q: 3 clusters Score -164083.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -164095.125000 Penalty: 720.562073
	Iteration 50Q: 3 clusters Score -164095.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -164103.421875 Penalty: 720.562073
	Iteration 51Q: 3 clusters Score -164103.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -164112.078125 Penalty: 720.562073
	Iteration 52Q: 3 clusters Score -164112.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -164116.656250 Penalty: 720.562073
	Iteration 53Q: 3 clusters Score -164116.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -164122.203125 Penalty: 720.562073
	Iteration 54Q: 3 clusters Score -164122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -164129.234375 Penalty: 720.562073
	Iteration 55Q: 3 clusters Score -164129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -164134.281250 Penalty: 720.562073
	Iteration 56Q: 3 clusters Score -164134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -164138.953125 Penalty: 720.562073
	Iteration 57Q: 3 clusters Score -164139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -164147.031250 Penalty: 720.562073
	Iteration 58Q: 3 clusters Score -164147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -164154.984375 Penalty: 720.562073
	Iteration 59Q: 3 clusters Score -164155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -164172.171875 Penalty: 720.562073
	Iteration 60F: 3 clusters Score -164172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -164183.718750 Penalty: 720.562073
	Iteration 61Q: 3 clusters Score -164183.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -164196.078125 Penalty: 720.562073
	Iteration 62Q: 3 clusters Score -164196.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -164202.031250 Penalty: 720.562073
	Iteration 63Q: 3 clusters Score -164202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -164213.265625 Penalty: 720.562073
	Iteration 64Q: 3 clusters Score -164213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -164220.859375 Penalty: 720.562073
	Iteration 65Q: 3 clusters Score -164220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -164232.125000 Penalty: 720.562073
	Iteration 66Q: 3 clusters Score -164232.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -164246.593750 Penalty: 720.562073
	Iteration 67Q: 3 clusters Score -164246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -164252.593750 Penalty: 720.562073
	Iteration 68Q: 3 clusters Score -164252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -164260.406250 Penalty: 720.562073
	Iteration 69Q: 3 clusters Score -164260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -164266.000000 Penalty: 720.562073
	Iteration 70Q: 3 clusters Score -164266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -164273.171875 Penalty: 720.562073
	Iteration 71Q: 3 clusters Score -164273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -164276.046875 Penalty: 720.562073
	Iteration 72Q: 3 clusters Score -164276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -164280.343750 Penalty: 720.562073
	Iteration 73Q: 3 clusters Score -164280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -164281.218750 Penalty: 720.562073
	Iteration 74Q: 3 clusters Score -164281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -164281.218750 Penalty: 720.562073
	Iteration 75F: 3 clusters Score -164281.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -10452.591797 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -10452.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10152.102539 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -10152.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10245.442383 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -10245.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10268.276367 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -10268.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10284.282227 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -10284.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10295.374023 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -10295.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10302.837891 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -10302.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10314.643555 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -10314.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10326.152344 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -10326.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10330.015625 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -10330.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10332.118164 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -10332.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10333.083008 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -10333.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10338.523438 Penalty: 487.449371
	Iteration 11Q: 3 clusters Score -10338.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -10338.523438 Penalty: 487.449371
	Iteration 12F: 3 clusters Score -10338.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -4931.455078 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -4931.455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4758.919434 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -4758.919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4787.150879 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -4787.151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4798.288574 Penalty: 430.192291
	Iteration 2Q: 3 clusters Score -4798.289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4804.441895 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -4804.442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4805.890137 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -4805.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4808.274902 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -4808.275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4808.760254 Penalty: 430.192291
	Iteration 6Q: 3 clusters Score -4808.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4808.760254 Penalty: 430.192291
	Iteration 7F: 3 clusters Score -4808.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -63281.183594 Penalty: 317.593445
	Iteration 0F: 2 clusters Score -63281.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -62414.386719 Penalty: 635.186890
	Iteration 0F: 3 clusters Score -62414.39 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62625.199219 Penalty: 635.186890
	Iteration 1F: 3 clusters Score -62625.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -62689.132812 Penalty: 635.186890
	Iteration 2F: 3 clusters Score -62689.13 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -62741.964844 Penalty: 635.186890
	Iteration 3F: 3 clusters Score -62741.96 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -62803.679688 Penalty: 635.186890
	Iteration 4F: 3 clusters Score -62803.68 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -62845.597656 Penalty: 635.186890
	Iteration 5F: 3 clusters Score -62845.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -62891.863281 Penalty: 635.186890
	Iteration 6F: 3 clusters Score -62891.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -62921.164062 Penalty: 635.186890
	Iteration 7Q: 3 clusters Score -62921.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -62953.472656 Penalty: 635.186890
	Iteration 8Q: 3 clusters Score -62953.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -62978.183594 Penalty: 635.186890
	Iteration 9Q: 3 clusters Score -62978.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -63004.375000 Penalty: 635.186890
	Iteration 10Q: 3 clusters Score -63004.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -63026.964844 Penalty: 635.186890
	Iteration 11Q: 3 clusters Score -63026.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -63036.730469 Penalty: 635.186890
	Iteration 12Q: 3 clusters Score -63036.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -63050.746094 Penalty: 635.186890
	Iteration 13Q: 3 clusters Score -63050.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -63055.386719 Penalty: 635.186890
	Iteration 14Q: 3 clusters Score -63055.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -63055.804688 Penalty: 635.186890
	Iteration 15Q: 3 clusters Score -63055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -63056.597656 Penalty: 635.186890
	Iteration 16Q: 3 clusters Score -63056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -63058.277344 Penalty: 635.186890
	Iteration 17Q: 3 clusters Score -63058.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -63061.582031 Penalty: 635.186890
	Iteration 18Q: 3 clusters Score -63061.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -63063.300781 Penalty: 635.186890
	Iteration 19Q: 3 clusters Score -63063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -63064.152344 Penalty: 635.186890
	Iteration 20F: 3 clusters Score -63064.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34243.535156 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -34243.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33765.257812 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -33765.26 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33874.843750 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -33874.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33908.476562 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -33908.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33928.273438 Penalty: 558.729492
	Iteration 3F: 3 clusters Score -33928.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33943.152344 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -33943.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33949.230469 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -33949.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33954.187500 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -33954.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33958.703125 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -33958.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33963.710938 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -33963.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33967.351562 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -33967.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33969.691406 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -33969.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33972.218750 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -33972.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33974.351562 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -33974.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33976.539062 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -33976.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33977.453125 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -33977.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33980.582031 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -33980.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33981.535156 Penalty: 558.729492
	Iteration 16Q: 3 clusters Score -33981.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33981.535156 Penalty: 558.729492
	Iteration 17F: 3 clusters Score -33981.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8477.164062 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8477.164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8250.785156 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -8250.785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8289.287109 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -8289.287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8301.949219 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -8301.949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8321.680664 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -8321.681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8330.387695 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -8330.388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8334.559570 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -8334.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8342.812500 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -8342.812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8346.390625 Penalty: 442.242920
	Iteration 7Q: 3 clusters Score -8346.391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8346.390625 Penalty: 442.242920
	Iteration 8F: 3 clusters Score -8346.391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -130080.484375 Penalty: 345.772766
	Iteration 0F: 2 clusters Score -130080.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -128605.078125 Penalty: 691.545532
	Iteration 0F: 3 clusters Score -128605.1 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129099.796875 Penalty: 691.545532
	Iteration 1F: 3 clusters Score -129099.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -129173.187500 Penalty: 691.545532
	Iteration 2F: 3 clusters Score -129173.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -129244.242188 Penalty: 691.545532
	Iteration 3F: 3 clusters Score -129244.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -129324.945312 Penalty: 691.545532
	Iteration 4Q: 3 clusters Score -129324.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -129396.945312 Penalty: 691.545532
	Iteration 5Q: 3 clusters Score -129396.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -129446.804688 Penalty: 691.545532
	Iteration 6Q: 3 clusters Score -129446.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -129487.375000 Penalty: 691.545532
	Iteration 7Q: 3 clusters Score -129487.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -129528.890625 Penalty: 691.545532
	Iteration 8Q: 3 clusters Score -129528.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -129569.125000 Penalty: 691.545532
	Iteration 9Q: 3 clusters Score -129569.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -129601.187500 Penalty: 691.545532
	Iteration 10Q: 3 clusters Score -129601.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -129619.304688 Penalty: 691.545532
	Iteration 11Q: 3 clusters Score -129619.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -129625.765625 Penalty: 691.545532
	Iteration 12Q: 3 clusters Score -129625.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -129631.679688 Penalty: 691.545532
	Iteration 13Q: 3 clusters Score -129631.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -129635.125000 Penalty: 691.545532
	Iteration 14Q: 3 clusters Score -129635.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -129639.960938 Penalty: 691.545532
	Iteration 15Q: 3 clusters Score -129640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -129644.609375 Penalty: 691.545532
	Iteration 16Q: 3 clusters Score -129644.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -129651.679688 Penalty: 691.545532
	Iteration 17Q: 3 clusters Score -129651.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -129660.250000 Penalty: 691.545532
	Iteration 18Q: 3 clusters Score -129660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -129668.070312 Penalty: 691.545532
	Iteration 19Q: 3 clusters Score -129668.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -129671.523438 Penalty: 691.545532
	Iteration 20F: 3 clusters Score -129671.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -129676.710938 Penalty: 691.545532
	Iteration 21Q: 3 clusters Score -129676.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -129680.812500 Penalty: 691.545532
	Iteration 22Q: 3 clusters Score -129680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -129682.226562 Penalty: 691.545532
	Iteration 23Q: 3 clusters Score -129682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -129684.726562 Penalty: 691.545532
	Iteration 24Q: 3 clusters Score -129684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -129687.015625 Penalty: 691.545532
	Iteration 25Q: 3 clusters Score -129687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -129689.726562 Penalty: 691.545532
	Iteration 26Q: 3 clusters Score -129689.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -129692.421875 Penalty: 691.545532
	Iteration 27Q: 3 clusters Score -129692.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -129695.195312 Penalty: 691.545532
	Iteration 28Q: 3 clusters Score -129695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -129697.390625 Penalty: 691.545532
	Iteration 29Q: 3 clusters Score -129697.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -129701.101562 Penalty: 691.545532
	Iteration 30Q: 3 clusters Score -129701.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -129704.921875 Penalty: 691.545532
	Iteration 31Q: 3 clusters Score -129704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -129708.867188 Penalty: 691.545532
	Iteration 32Q: 3 clusters Score -129708.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -129710.554688 Penalty: 691.545532
	Iteration 33Q: 3 clusters Score -129710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -129712.015625 Penalty: 691.545532
	Iteration 34Q: 3 clusters Score -129712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -129714.296875 Penalty: 691.545532
	Iteration 35Q: 3 clusters Score -129714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -129718.070312 Penalty: 691.545532
	Iteration 36Q: 3 clusters Score -129718.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -129729.367188 Penalty: 691.545532
	Iteration 37Q: 3 clusters Score -129729.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -129738.265625 Penalty: 691.545532
	Iteration 38Q: 3 clusters Score -129738.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -129744.828125 Penalty: 691.545532
	Iteration 39Q: 3 clusters Score -129744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -129748.789062 Penalty: 691.545532
	Iteration 40F: 3 clusters Score -129748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -129752.031250 Penalty: 691.545532
	Iteration 41Q: 3 clusters Score -129752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -129754.109375 Penalty: 691.545532
	Iteration 42Q: 3 clusters Score -129754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -129756.171875 Penalty: 691.545532
	Iteration 43Q: 3 clusters Score -129756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -129757.914062 Penalty: 691.545532
	Iteration 44Q: 3 clusters Score -129757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -129759.554688 Penalty: 691.545532
	Iteration 45Q: 3 clusters Score -129759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -129760.203125 Penalty: 691.545532
	Iteration 46Q: 3 clusters Score -129760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -129760.656250 Penalty: 691.545532
	Iteration 47Q: 3 clusters Score -129760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -129760.656250 Penalty: 691.545532
	Iteration 48F: 3 clusters Score -129760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -19275.912109 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -19275.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18952.988281 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -18952.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19018.777344 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -19018.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19040.369141 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -19040.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19045.333984 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -19045.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19047.214844 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -19047.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19047.214844 Penalty: 498.358154
	Iteration 5F: 3 clusters Score -19047.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (68 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Entering Unmasked Estep 
Score: -3553.170898 Penalty: 191.987595
	Iteration 0F: 2 clusters Score -3553.171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3371.126953 Penalty: 383.975189
	Iteration 0F: 3 clusters Score -3371.127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3397.061523 Penalty: 383.975189
	Iteration 1F: 3 clusters Score -3397.062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3405.579346 Penalty: 383.975189
	Iteration 2Q: 3 clusters Score -3405.579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3409.160156 Penalty: 383.975189
	Iteration 3Q: 3 clusters Score -3409.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3409.160156 Penalty: 383.975189
	Iteration 4F: 3 clusters Score -3409.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -5344.431152 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -5344.431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5150.712402 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -5150.712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5444.485840 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -5444.486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5506.429199 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -5506.429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5552.465332 Penalty: 454.129395
	Iteration 3F: 3 clusters Score -5552.465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5599.905273 Penalty: 454.129395
	Iteration 4Q: 3 clusters Score -5599.905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5645.546387 Penalty: 454.129395
	Iteration 5Q: 3 clusters Score -5645.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5649.811035 Penalty: 454.129395
	Iteration 6Q: 3 clusters Score -5649.811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5649.811035 Penalty: 454.129395
	Iteration 7F: 3 clusters Score -5649.811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 89 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 58 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142271.000000 Penalty: 59602.734375
Splitting cluster 46 changes total score from -14142302.000000 to -14142271.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -18791.904297 Penalty: 267.691162
	Iteration 0F: 2 clusters Score -18791.9 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 191 members 
Entering Unmasked Estep 
Score: -18404.951172 Penalty: 535.382324
	Iteration 0F: 3 clusters Score -18404.95 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18525.486328 Penalty: 535.382324
	Iteration 1F: 3 clusters Score -18525.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18569.125000 Penalty: 535.382324
	Iteration 2F: 3 clusters Score -18569.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18593.849609 Penalty: 535.382324
	Iteration 3F: 3 clusters Score -18593.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18610.216797 Penalty: 535.382324
	Iteration 4Q: 3 clusters Score -18610.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18623.794922 Penalty: 535.382324
	Iteration 5Q: 3 clusters Score -18623.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18631.689453 Penalty: 535.382324
	Iteration 6Q: 3 clusters Score -18631.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18639.041016 Penalty: 535.382324
	Iteration 7Q: 3 clusters Score -18639.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18650.865234 Penalty: 535.382324
	Iteration 8Q: 3 clusters Score -18650.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18663.582031 Penalty: 535.382324
	Iteration 9Q: 3 clusters Score -18663.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18669.013672 Penalty: 535.382324
	Iteration 10Q: 3 clusters Score -18669.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18671.205078 Penalty: 535.382324
	Iteration 11Q: 3 clusters Score -18671.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18672.421875 Penalty: 535.382324
	Iteration 12Q: 3 clusters Score -18672.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18672.806641 Penalty: 535.382324
	Iteration 13Q: 3 clusters Score -18672.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18672.806641 Penalty: 535.382324
	Iteration 14F: 3 clusters Score -18672.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -20986.238281 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -20986.24 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 179 members 
Entering Unmasked Estep 
Score: -20623.130859 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -20623.13 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20726.363281 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -20726.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20763.660156 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -20763.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20800.861328 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -20800.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20833.990234 Penalty: 523.194763
	Iteration 4F: 3 clusters Score -20833.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20860.152344 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -20860.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -20876.095703 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -20876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20884.853516 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -20884.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20892.039062 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -20892.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20892.039062 Penalty: 523.194763
	Iteration 9F: 3 clusters Score -20892.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -118670.726562 Penalty: 344.078339
	Iteration 0F: 2 clusters Score -118670.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -117277.523438 Penalty: 688.156677
	Iteration 0F: 3 clusters Score -117277.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -117680.804688 Penalty: 688.156677
	Iteration 1F: 3 clusters Score -117680.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -117750.656250 Penalty: 688.156677
	Iteration 2F: 3 clusters Score -117750.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -117792.375000 Penalty: 688.156677
	Iteration 3F: 3 clusters Score -117792.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -117832.726562 Penalty: 688.156677
	Iteration 4Q: 3 clusters Score -117832.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -117883.062500 Penalty: 688.156677
	Iteration 5Q: 3 clusters Score -117883.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -117944.398438 Penalty: 688.156677
	Iteration 6Q: 3 clusters Score -117944.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -118022.828125 Penalty: 688.156677
	Iteration 7F: 3 clusters Score -118022.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -118109.296875 Penalty: 688.156677
	Iteration 8F: 3 clusters Score -118109.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -118163.546875 Penalty: 688.156677
	Iteration 9Q: 3 clusters Score -118163.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -118215.906250 Penalty: 688.156677
	Iteration 10Q: 3 clusters Score -118215.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -118268.843750 Penalty: 688.156677
	Iteration 11Q: 3 clusters Score -118268.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -118305.179688 Penalty: 688.156677
	Iteration 12Q: 3 clusters Score -118305.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -118342.492188 Penalty: 688.156677
	Iteration 13Q: 3 clusters Score -118342.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -118362.312500 Penalty: 688.156677
	Iteration 14Q: 3 clusters Score -118362.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -118379.921875 Penalty: 688.156677
	Iteration 15Q: 3 clusters Score -118379.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -118394.062500 Penalty: 688.156677
	Iteration 16Q: 3 clusters Score -118394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -118401.382812 Penalty: 688.156677
	Iteration 17Q: 3 clusters Score -118401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -118403.992188 Penalty: 688.156677
	Iteration 18Q: 3 clusters Score -118404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -118405.750000 Penalty: 688.156677
	Iteration 19Q: 3 clusters Score -118405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -118406.335938 Penalty: 688.156677
	Iteration 20F: 3 clusters Score -118406.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -118406.937500 Penalty: 688.156677
	Iteration 21Q: 3 clusters Score -118406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -118408.476562 Penalty: 688.156677
	Iteration 22Q: 3 clusters Score -118408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -118411.000000 Penalty: 688.156677
	Iteration 23Q: 3 clusters Score -118411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -118411.578125 Penalty: 688.156677
	Iteration 24Q: 3 clusters Score -118411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -118412.710938 Penalty: 688.156677
	Iteration 25Q: 3 clusters Score -118412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -118415.226562 Penalty: 688.156677
	Iteration 26Q: 3 clusters Score -118415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -118417.492188 Penalty: 688.156677
	Iteration 27Q: 3 clusters Score -118417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -118418.601562 Penalty: 688.156677
	Iteration 28Q: 3 clusters Score -118418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -118420.484375 Penalty: 688.156677
	Iteration 29Q: 3 clusters Score -118420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -118421.195312 Penalty: 688.156677
	Iteration 30Q: 3 clusters Score -118421.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -118421.195312 Penalty: 688.156677
	Iteration 31F: 3 clusters Score -118421.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -17839.585938 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -17839.59 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 167 members 
Entering Unmasked Estep 
Score: -17483.574219 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -17483.57 nChanged 112
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: -17589.470703 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -17589.47 nChanged 30
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: -17625.851562 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -17625.85 nChanged 17
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: -17644.488281 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -17644.49 nChanged 12
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: -17657.744141 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -17657.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17680.091797 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -17680.09 nChanged 7
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: -17694.535156 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -17694.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17719.966797 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -17719.97 nChanged 12
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: -17752.660156 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -17752.66 nChanged 8
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: -17766.382812 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -17766.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17777.554688 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -17777.55 nChanged 4
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: -17783.285156 Penalty: 521.734070
	Iteration 11Q: 3 clusters Score -17783.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17788.884766 Penalty: 521.734070
	Iteration 12Q: 3 clusters Score -17788.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17795.916016 Penalty: 521.734070
	Iteration 13Q: 3 clusters Score -17795.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17804.808594 Penalty: 521.734070
	Iteration 14Q: 3 clusters Score -17804.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17807.244141 Penalty: 521.734070
	Iteration 15Q: 3 clusters Score -17807.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17807.585938 Penalty: 521.734070
	Iteration 16F: 3 clusters Score -17807.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17810.851562 Penalty: 521.734070
	Iteration 17Q: 3 clusters Score -17810.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17812.601562 Penalty: 521.734070
	Iteration 18Q: 3 clusters Score -17812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17818.244141 Penalty: 521.734070
	Iteration 19Q: 3 clusters Score -17818.24 nChanged 5
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: -17823.523438 Penalty: 521.734070
	Iteration 20F: 3 clusters Score -17823.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17828.941406 Penalty: 521.734070
	Iteration 21Q: 3 clusters Score -17828.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17829.798828 Penalty: 521.734070
	Iteration 22Q: 3 clusters Score -17829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17832.148438 Penalty: 521.734070
	Iteration 23Q: 3 clusters Score -17832.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17832.771484 Penalty: 521.734070
	Iteration 24Q: 3 clusters Score -17832.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17832.771484 Penalty: 521.734070
	Iteration 25F: 3 clusters Score -17832.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Entering Unmasked Estep 
Score: -13975.460938 Penalty: 243.509552
	Iteration 0F: 2 clusters Score -13975.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13661.718750 Penalty: 487.019104
	Iteration 0F: 3 clusters Score -13661.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13725.470703 Penalty: 487.019104
	Iteration 1F: 3 clusters Score -13725.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13753.314453 Penalty: 487.019104
	Iteration 2F: 3 clusters Score -13753.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13766.203125 Penalty: 487.019104
	Iteration 3F: 3 clusters Score -13766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13778.756836 Penalty: 487.019104
	Iteration 4Q: 3 clusters Score -13778.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13798.208008 Penalty: 487.019104
	Iteration 5Q: 3 clusters Score -13798.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13810.663086 Penalty: 487.019104
	Iteration 6Q: 3 clusters Score -13810.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13817.712891 Penalty: 487.019104
	Iteration 7Q: 3 clusters Score -13817.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13819.137695 Penalty: 487.019104
	Iteration 8Q: 3 clusters Score -13819.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13819.643555 Penalty: 487.019104
	Iteration 9Q: 3 clusters Score -13819.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13820.377930 Penalty: 487.019104
	Iteration 10Q: 3 clusters Score -13820.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13821.725586 Penalty: 487.019104
	Iteration 11Q: 3 clusters Score -13821.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13822.461914 Penalty: 487.019104
	Iteration 12Q: 3 clusters Score -13822.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13822.461914 Penalty: 487.019104
	Iteration 13F: 3 clusters Score -13822.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (42 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Entering Unmasked Estep 
Score: -2775.323486 Penalty: 170.063965
	Iteration 0F: 2 clusters Score -2775.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 19 members 
Entering Unmasked Estep 
Score: -2668.719971 Penalty: 340.127930
	Iteration 0F: 3 clusters Score -2668.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 17 members 
Entering Unmasked Estep 
Score: -2698.780029 Penalty: 340.127930
	Iteration 1F: 3 clusters Score -2698.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -7616.842773 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -7616.843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7363.633789 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -7363.634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7417.202148 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -7417.202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7428.148438 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -7428.148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7433.346191 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -7433.346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7434.946289 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -7434.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7436.389160 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -7436.389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7440.978027 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -7440.978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7446.515625 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -7446.516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7464.989258 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -7464.989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7488.525391 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -7488.525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7494.040039 Penalty: 454.746338
	Iteration 10Q: 3 clusters Score -7494.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7498.091797 Penalty: 454.746338
	Iteration 11Q: 3 clusters Score -7498.092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7509.979492 Penalty: 454.746338
	Iteration 12Q: 3 clusters Score -7509.979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7541.445801 Penalty: 454.746338
	Iteration 13Q: 3 clusters Score -7541.446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7563.968750 Penalty: 454.746338
	Iteration 14Q: 3 clusters Score -7563.969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7572.047852 Penalty: 454.746338
	Iteration 15Q: 3 clusters Score -7572.048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7585.566895 Penalty: 454.746338
	Iteration 16Q: 3 clusters Score -7585.567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7588.634766 Penalty: 454.746338
	Iteration 17Q: 3 clusters Score -7588.635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7588.634766 Penalty: 454.746338
	Iteration 18F: 3 clusters Score -7588.635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -20346.201172 Penalty: 268.195343
	Iteration 0F: 2 clusters Score -20346.2 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 196 members 
Entering Unmasked Estep 
Score: -19933.970703 Penalty: 536.390686
	Iteration 0F: 3 clusters Score -19933.97 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20017.291016 Penalty: 536.390686
	Iteration 1F: 3 clusters Score -20017.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20051.248047 Penalty: 536.390686
	Iteration 2F: 3 clusters Score -20051.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20073.548828 Penalty: 536.390686
	Iteration 3Q: 3 clusters Score -20073.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20093.671875 Penalty: 536.390686
	Iteration 4Q: 3 clusters Score -20093.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20099.486328 Penalty: 536.390686
	Iteration 5Q: 3 clusters Score -20099.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20103.740234 Penalty: 536.390686
	Iteration 6Q: 3 clusters Score -20103.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20104.449219 Penalty: 536.390686
	Iteration 7Q: 3 clusters Score -20104.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20105.203125 Penalty: 536.390686
	Iteration 8Q: 3 clusters Score -20105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20108.378906 Penalty: 536.390686
	Iteration 9Q: 3 clusters Score -20108.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20109.916016 Penalty: 536.390686
	Iteration 10Q: 3 clusters Score -20109.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20113.216797 Penalty: 536.390686
	Iteration 11Q: 3 clusters Score -20113.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20113.806641 Penalty: 536.390686
	Iteration 12Q: 3 clusters Score -20113.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20115.917969 Penalty: 536.390686
	Iteration 13Q: 3 clusters Score -20115.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20117.447266 Penalty: 536.390686
	Iteration 14Q: 3 clusters Score -20117.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20118.119141 Penalty: 536.390686
	Iteration 15Q: 3 clusters Score -20118.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20119.541016 Penalty: 536.390686
	Iteration 16Q: 3 clusters Score -20119.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20124.281250 Penalty: 536.390686
	Iteration 17Q: 3 clusters Score -20124.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20126.427734 Penalty: 536.390686
	Iteration 18Q: 3 clusters Score -20126.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20126.427734 Penalty: 536.390686
	Iteration 19F: 3 clusters Score -20126.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Entering Unmasked Estep 
Score: -6702.318359 Penalty: 216.288345
	Iteration 0F: 2 clusters Score -6702.318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -6456.276367 Penalty: 432.576691
	Iteration 0F: 3 clusters Score -6456.276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6504.899902 Penalty: 432.576691
	Iteration 1F: 3 clusters Score -6504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6528.227051 Penalty: 432.576691
	Iteration 2F: 3 clusters Score -6528.227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6530.984863 Penalty: 432.576691
	Iteration 3Q: 3 clusters Score -6530.985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -6536.722168 Penalty: 432.576691
	Iteration 4Q: 3 clusters Score -6536.722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -6538.047363 Penalty: 432.576691
	Iteration 5Q: 3 clusters Score -6538.047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6538.575684 Penalty: 432.576691
	Iteration 6Q: 3 clusters Score -6538.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6539.108887 Penalty: 432.576691
	Iteration 7Q: 3 clusters Score -6539.109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6539.108887 Penalty: 432.576691
	Iteration 8F: 3 clusters Score -6539.109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -10498.159180 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -10498.16 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 145 members 
Entering Unmasked Estep 
Score: -10170.498047 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -10170.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10346.747070 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -10346.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10382.194336 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -10382.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10397.083984 Penalty: 521.439087
	Iteration 3Q: 3 clusters Score -10397.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10407.460938 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -10407.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10419.964844 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -10419.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10435.076172 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -10435.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10449.286133 Penalty: 521.439087
	Iteration 7Q: 3 clusters Score -10449.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10462.424805 Penalty: 521.439087
	Iteration 8Q: 3 clusters Score -10462.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10465.617188 Penalty: 521.439087
	Iteration 9Q: 3 clusters Score -10465.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10478.506836 Penalty: 521.439087
	Iteration 10Q: 3 clusters Score -10478.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10489.457031 Penalty: 521.439087
	Iteration 11Q: 3 clusters Score -10489.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10500.124023 Penalty: 521.439087
	Iteration 12Q: 3 clusters Score -10500.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10507.531250 Penalty: 521.439087
	Iteration 13Q: 3 clusters Score -10507.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10515.272461 Penalty: 521.439087
	Iteration 14Q: 3 clusters Score -10515.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10517.658203 Penalty: 521.439087
	Iteration 15Q: 3 clusters Score -10517.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10520.200195 Penalty: 521.439087
	Iteration 16Q: 3 clusters Score -10520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10523.926758 Penalty: 521.439087
	Iteration 17Q: 3 clusters Score -10523.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10525.673828 Penalty: 521.439087
	Iteration 18Q: 3 clusters Score -10525.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10526.802734 Penalty: 521.439087
	Iteration 19Q: 3 clusters Score -10526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10526.802734 Penalty: 521.439087
	Iteration 20F: 3 clusters Score -10526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 229 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 79 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142031.000000 Penalty: 59602.734375
Splitting cluster 56 changes total score from -14142302.000000 to -14142031.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -37102.875000 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -37102.88 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 338 members 
Entering Unmasked Estep 
Score: -36478.449219 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -36478.45 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36707.218750 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -36707.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36780.402344 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -36780.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -36830.093750 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -36830.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -36879.503906 Penalty: 594.574768
	Iteration 4F: 3 clusters Score -36879.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -36906.171875 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -36906.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -36919.523438 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -36919.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -36926.773438 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -36926.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -36930.949219 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -36930.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -36933.808594 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -36933.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36938.777344 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -36938.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36941.546875 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -36941.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36945.433594 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -36945.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -36945.742188 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -36945.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -36945.742188 Penalty: 594.574768
	Iteration 14F: 3 clusters Score -36945.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -9094.506836 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -9094.507 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 93 members 
Entering Unmasked Estep 
Score: -8820.200195 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -8820.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8882.194336 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -8882.194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8907.667969 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -8907.668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8932.991211 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -8932.991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8951.166992 Penalty: 478.904785
	Iteration 4F: 3 clusters Score -8951.167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8984.905273 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -8984.905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -8990.950195 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -8990.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -8993.244141 Penalty: 478.904785
	Iteration 7Q: 3 clusters Score -8993.244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -8993.244141 Penalty: 478.904785
	Iteration 8F: 3 clusters Score -8993.244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -36639.832031 Penalty: 290.603027
	Iteration 0F: 2 clusters Score -36639.83 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 291 members 
Entering Unmasked Estep 
Score: -36081.953125 Penalty: 581.206055
	Iteration 0F: 3 clusters Score -36081.95 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36277.167969 Penalty: 581.206055
	Iteration 1F: 3 clusters Score -36277.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36354.355469 Penalty: 581.206055
	Iteration 2F: 3 clusters Score -36354.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36412.003906 Penalty: 581.206055
	Iteration 3F: 3 clusters Score -36412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36445.222656 Penalty: 581.206055
	Iteration 4F: 3 clusters Score -36445.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36473.300781 Penalty: 581.206055
	Iteration 5Q: 3 clusters Score -36473.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36485.992188 Penalty: 581.206055
	Iteration 6Q: 3 clusters Score -36485.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36493.031250 Penalty: 581.206055
	Iteration 7Q: 3 clusters Score -36493.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36497.863281 Penalty: 581.206055
	Iteration 8Q: 3 clusters Score -36497.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36502.609375 Penalty: 581.206055
	Iteration 9Q: 3 clusters Score -36502.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36508.031250 Penalty: 581.206055
	Iteration 10Q: 3 clusters Score -36508.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36511.761719 Penalty: 581.206055
	Iteration 11Q: 3 clusters Score -36511.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36518.503906 Penalty: 581.206055
	Iteration 12Q: 3 clusters Score -36518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36519.691406 Penalty: 581.206055
	Iteration 13Q: 3 clusters Score -36519.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36520.937500 Penalty: 581.206055
	Iteration 14Q: 3 clusters Score -36520.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36526.210938 Penalty: 581.206055
	Iteration 15Q: 3 clusters Score -36526.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36529.304688 Penalty: 581.206055
	Iteration 16Q: 3 clusters Score -36529.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36541.105469 Penalty: 581.206055
	Iteration 17Q: 3 clusters Score -36541.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36546.007812 Penalty: 581.206055
	Iteration 18Q: 3 clusters Score -36546.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36551.535156 Penalty: 581.206055
	Iteration 19Q: 3 clusters Score -36551.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36567.457031 Penalty: 581.206055
	Iteration 20F: 3 clusters Score -36567.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36578.464844 Penalty: 581.206055
	Iteration 21Q: 3 clusters Score -36578.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36586.390625 Penalty: 581.206055
	Iteration 22Q: 3 clusters Score -36586.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36590.042969 Penalty: 581.206055
	Iteration 23Q: 3 clusters Score -36590.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36592.691406 Penalty: 581.206055
	Iteration 24Q: 3 clusters Score -36592.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36594.804688 Penalty: 581.206055
	Iteration 25Q: 3 clusters Score -36594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36594.804688 Penalty: 581.206055
	Iteration 26F: 3 clusters Score -36594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -10303.694336 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -10303.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10017.508789 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -10017.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10068.208984 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -10068.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10096.146484 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -10096.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10131.267578 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -10131.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10163.563477 Penalty: 487.449371
	Iteration 4F: 3 clusters Score -10163.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10176.961914 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -10176.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10190.838867 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -10190.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10206.268555 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -10206.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10212.729492 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -10212.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10214.867188 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -10214.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10217.982422 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -10217.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10219.096680 Penalty: 487.449371
	Iteration 11Q: 3 clusters Score -10219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10221.681641 Penalty: 487.449371
	Iteration 12Q: 3 clusters Score -10221.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10223.482422 Penalty: 487.449371
	Iteration 13Q: 3 clusters Score -10223.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10229.128906 Penalty: 487.449371
	Iteration 14Q: 3 clusters Score -10229.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10236.818359 Penalty: 487.449371
	Iteration 15Q: 3 clusters Score -10236.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10246.748047 Penalty: 487.449371
	Iteration 16Q: 3 clusters Score -10246.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10252.346680 Penalty: 487.449371
	Iteration 17Q: 3 clusters Score -10252.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10264.249023 Penalty: 487.449371
	Iteration 18Q: 3 clusters Score -10264.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10267.677734 Penalty: 487.449371
	Iteration 19Q: 3 clusters Score -10267.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10271.788086 Penalty: 487.449371
	Iteration 20F: 3 clusters Score -10271.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10283.823242 Penalty: 487.449371
	Iteration 21Q: 3 clusters Score -10283.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10286.586914 Penalty: 487.449371
	Iteration 22Q: 3 clusters Score -10286.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10286.586914 Penalty: 487.449371
	Iteration 23F: 3 clusters Score -10286.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (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: -60352.585938 Penalty: 319.051270
	Iteration 0F: 2 clusters Score -60352.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59461.855469 Penalty: 638.102539
	Iteration 0F: 3 clusters Score -59461.86 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59776.335938 Penalty: 638.102539
	Iteration 1F: 3 clusters Score -59776.34 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59867.796875 Penalty: 638.102539
	Iteration 2F: 3 clusters Score -59867.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59932.535156 Penalty: 638.102539
	Iteration 3F: 3 clusters Score -59932.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59984.488281 Penalty: 638.102539
	Iteration 4F: 3 clusters Score -59984.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -60008.429688 Penalty: 638.102539
	Iteration 5Q: 3 clusters Score -60008.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60023.859375 Penalty: 638.102539
	Iteration 6Q: 3 clusters Score -60023.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -60035.511719 Penalty: 638.102539
	Iteration 7Q: 3 clusters Score -60035.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60052.476562 Penalty: 638.102539
	Iteration 8Q: 3 clusters Score -60052.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -60064.457031 Penalty: 638.102539
	Iteration 9Q: 3 clusters Score -60064.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -60081.726562 Penalty: 638.102539
	Iteration 10Q: 3 clusters Score -60081.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60093.167969 Penalty: 638.102539
	Iteration 11Q: 3 clusters Score -60093.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60102.871094 Penalty: 638.102539
	Iteration 12Q: 3 clusters Score -60102.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60112.742188 Penalty: 638.102539
	Iteration 13Q: 3 clusters Score -60112.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -60121.175781 Penalty: 638.102539
	Iteration 14Q: 3 clusters Score -60121.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -60124.914062 Penalty: 638.102539
	Iteration 15Q: 3 clusters Score -60124.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -60126.093750 Penalty: 638.102539
	Iteration 16Q: 3 clusters Score -60126.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -60127.898438 Penalty: 638.102539
	Iteration 17Q: 3 clusters Score -60127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60128.898438 Penalty: 638.102539
	Iteration 18Q: 3 clusters Score -60128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60129.484375 Penalty: 638.102539
	Iteration 19Q: 3 clusters Score -60129.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -60129.546875 Penalty: 638.102539
	Iteration 20F: 3 clusters Score -60129.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60129.726562 Penalty: 638.102539
	Iteration 21Q: 3 clusters Score -60129.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60129.726562 Penalty: 638.102539
	Iteration 22F: 3 clusters Score -60129.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (89 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Entering Unmasked Estep 
Score: -4663.861816 Penalty: 204.232956
	Iteration 0F: 2 clusters Score -4663.862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4474.323242 Penalty: 408.465912
	Iteration 0F: 3 clusters Score -4474.323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4519.630371 Penalty: 408.465912
	Iteration 1F: 3 clusters Score -4519.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4542.790039 Penalty: 408.465912
	Iteration 2F: 3 clusters Score -4542.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4554.625488 Penalty: 408.465912
	Iteration 3Q: 3 clusters Score -4554.625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4572.931641 Penalty: 408.465912
	Iteration 4Q: 3 clusters Score -4572.932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4582.046387 Penalty: 408.465912
	Iteration 5Q: 3 clusters Score -4582.046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4627.086914 Penalty: 408.465912
	Iteration 6Q: 3 clusters Score -4627.087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4657.335449 Penalty: 408.465912
	Iteration 7F: 3 clusters Score -4657.335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4669.895020 Penalty: 408.465912
	Iteration 8Q: 3 clusters Score -4669.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4669.895020 Penalty: 408.465912
	Iteration 9F: 3 clusters Score -4669.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 52 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 37 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14141950.000000 Penalty: 59602.734375
Splitting cluster 62 changes total score from -14142302.000000 to -14141950.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -33520.519531 Penalty: 289.517761
	Iteration 0F: 2 clusters Score -33520.52 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 284 members 
Entering Unmasked Estep 
Score: -32996.347656 Penalty: 579.035522
	Iteration 0F: 3 clusters Score -32996.35 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33116.171875 Penalty: 579.035522
	Iteration 1F: 3 clusters Score -33116.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33146.777344 Penalty: 579.035522
	Iteration 2F: 3 clusters Score -33146.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33162.437500 Penalty: 579.035522
	Iteration 3Q: 3 clusters Score -33162.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33174.781250 Penalty: 579.035522
	Iteration 4Q: 3 clusters Score -33174.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -33184.160156 Penalty: 579.035522
	Iteration 5Q: 3 clusters Score -33184.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33190.777344 Penalty: 579.035522
	Iteration 6Q: 3 clusters Score -33190.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -33199.718750 Penalty: 579.035522
	Iteration 7Q: 3 clusters Score -33199.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -33212.531250 Penalty: 579.035522
	Iteration 8Q: 3 clusters Score -33212.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -33226.980469 Penalty: 579.035522
	Iteration 9Q: 3 clusters Score -33226.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33240.570312 Penalty: 579.035522
	Iteration 10Q: 3 clusters Score -33240.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -33253.207031 Penalty: 579.035522
	Iteration 11Q: 3 clusters Score -33253.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -33262.589844 Penalty: 579.035522
	Iteration 12Q: 3 clusters Score -33262.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -33268.968750 Penalty: 579.035522
	Iteration 13Q: 3 clusters Score -33268.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -33271.722656 Penalty: 579.035522
	Iteration 14Q: 3 clusters Score -33271.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -33272.406250 Penalty: 579.035522
	Iteration 15Q: 3 clusters Score -33272.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -33272.406250 Penalty: 579.035522
	Iteration 16F: 3 clusters Score -33272.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -39272.253906 Penalty: 292.035614
	Iteration 0F: 2 clusters Score -39272.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38708.273438 Penalty: 584.071228
	Iteration 0F: 3 clusters Score -38708.27 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38852.671875 Penalty: 584.071228
	Iteration 1F: 3 clusters Score -38852.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -38907.027344 Penalty: 584.071228
	Iteration 2F: 3 clusters Score -38907.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -38940.636719 Penalty: 584.071228
	Iteration 3F: 3 clusters Score -38940.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -38974.027344 Penalty: 584.071228
	Iteration 4Q: 3 clusters Score -38974.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39004.535156 Penalty: 584.071228
	Iteration 5Q: 3 clusters Score -39004.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -39021.281250 Penalty: 584.071228
	Iteration 6Q: 3 clusters Score -39021.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39044.808594 Penalty: 584.071228
	Iteration 7Q: 3 clusters Score -39044.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -39055.417969 Penalty: 584.071228
	Iteration 8Q: 3 clusters Score -39055.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -39061.453125 Penalty: 584.071228
	Iteration 9Q: 3 clusters Score -39061.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -39064.054688 Penalty: 584.071228
	Iteration 10Q: 3 clusters Score -39064.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -39065.218750 Penalty: 584.071228
	Iteration 11Q: 3 clusters Score -39065.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39066.539062 Penalty: 584.071228
	Iteration 12Q: 3 clusters Score -39066.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -39069.765625 Penalty: 584.071228
	Iteration 13Q: 3 clusters Score -39069.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39072.558594 Penalty: 584.071228
	Iteration 14Q: 3 clusters Score -39072.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -39072.558594 Penalty: 584.071228
	Iteration 15F: 3 clusters Score -39072.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -33013.203125 Penalty: 279.852417
	Iteration 0F: 2 clusters Score -33013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32555.566406 Penalty: 559.704834
	Iteration 0F: 3 clusters Score -32555.57 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32692.486328 Penalty: 559.704834
	Iteration 1F: 3 clusters Score -32692.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32717.080078 Penalty: 559.704834
	Iteration 2F: 3 clusters Score -32717.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32731.511719 Penalty: 559.704834
	Iteration 3Q: 3 clusters Score -32731.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32746.957031 Penalty: 559.704834
	Iteration 4Q: 3 clusters Score -32746.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32762.054688 Penalty: 559.704834
	Iteration 5Q: 3 clusters Score -32762.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32781.554688 Penalty: 559.704834
	Iteration 6Q: 3 clusters Score -32781.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32794.167969 Penalty: 559.704834
	Iteration 7Q: 3 clusters Score -32794.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32814.628906 Penalty: 559.704834
	Iteration 8Q: 3 clusters Score -32814.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32837.437500 Penalty: 559.704834
	Iteration 9Q: 3 clusters Score -32837.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32876.257812 Penalty: 559.704834
	Iteration 10Q: 3 clusters Score -32876.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32904.167969 Penalty: 559.704834
	Iteration 11Q: 3 clusters Score -32904.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32918.308594 Penalty: 559.704834
	Iteration 12Q: 3 clusters Score -32918.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -32924.792969 Penalty: 559.704834
	Iteration 13Q: 3 clusters Score -32924.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32925.097656 Penalty: 559.704834
	Iteration 14Q: 3 clusters Score -32925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32925.097656 Penalty: 559.704834
	Iteration 15F: 3 clusters Score -32925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -24343.564453 Penalty: 276.218567
	Iteration 0F: 2 clusters Score -24343.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23899.474609 Penalty: 552.437134
	Iteration 0F: 3 clusters Score -23899.47 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24041.837891 Penalty: 552.437134
	Iteration 1F: 3 clusters Score -24041.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24075.029297 Penalty: 552.437134
	Iteration 2F: 3 clusters Score -24075.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24096.921875 Penalty: 552.437134
	Iteration 3F: 3 clusters Score -24096.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24110.722656 Penalty: 552.437134
	Iteration 4Q: 3 clusters Score -24110.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24122.222656 Penalty: 552.437134
	Iteration 5Q: 3 clusters Score -24122.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24128.201172 Penalty: 552.437134
	Iteration 6Q: 3 clusters Score -24128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24131.044922 Penalty: 552.437134
	Iteration 7Q: 3 clusters Score -24131.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24134.759766 Penalty: 552.437134
	Iteration 8Q: 3 clusters Score -24134.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24138.095703 Penalty: 552.437134
	Iteration 9Q: 3 clusters Score -24138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24142.468750 Penalty: 552.437134
	Iteration 10Q: 3 clusters Score -24142.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24146.257812 Penalty: 552.437134
	Iteration 11Q: 3 clusters Score -24146.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24147.183594 Penalty: 552.437134
	Iteration 12Q: 3 clusters Score -24147.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24150.943359 Penalty: 552.437134
	Iteration 13Q: 3 clusters Score -24150.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24156.109375 Penalty: 552.437134
	Iteration 14Q: 3 clusters Score -24156.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24160.298828 Penalty: 552.437134
	Iteration 15Q: 3 clusters Score -24160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24161.853516 Penalty: 552.437134
	Iteration 16Q: 3 clusters Score -24161.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24164.689453 Penalty: 552.437134
	Iteration 17Q: 3 clusters Score -24164.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24168.812500 Penalty: 552.437134
	Iteration 18Q: 3 clusters Score -24168.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24172.156250 Penalty: 552.437134
	Iteration 19Q: 3 clusters Score -24172.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24178.546875 Penalty: 552.437134
	Iteration 20F: 3 clusters Score -24178.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24185.195312 Penalty: 552.437134
	Iteration 21Q: 3 clusters Score -24185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24193.095703 Penalty: 552.437134
	Iteration 22Q: 3 clusters Score -24193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24201.007812 Penalty: 552.437134
	Iteration 23Q: 3 clusters Score -24201.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24211.359375 Penalty: 552.437134
	Iteration 24Q: 3 clusters Score -24211.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24242.845703 Penalty: 552.437134
	Iteration 25Q: 3 clusters Score -24242.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24260.609375 Penalty: 552.437134
	Iteration 26Q: 3 clusters Score -24260.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24265.351562 Penalty: 552.437134
	Iteration 27Q: 3 clusters Score -24265.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24270.000000 Penalty: 552.437134
	Iteration 28Q: 3 clusters Score -24270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24279.046875 Penalty: 552.437134
	Iteration 29Q: 3 clusters Score -24279.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24283.083984 Penalty: 552.437134
	Iteration 30Q: 3 clusters Score -24283.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24284.328125 Penalty: 552.437134
	Iteration 31Q: 3 clusters Score -24284.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24284.328125 Penalty: 552.437134
	Iteration 32F: 3 clusters Score -24284.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -7127.537598 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -7127.538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6883.606445 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6883.606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7011.725098 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7011.725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7178.287598 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -7178.288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7201.574707 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -7201.575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7227.641113 Penalty: 465.737427
	Iteration 4F: 3 clusters Score -7227.641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7264.754395 Penalty: 465.737427
	Iteration 5F: 3 clusters Score -7264.754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7289.381348 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -7289.381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7295.035156 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -7295.035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7296.852051 Penalty: 465.737427
	Iteration 8Q: 3 clusters Score -7296.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7296.852051 Penalty: 465.737427
	Iteration 9F: 3 clusters Score -7296.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 57 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 110 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142146.000000 Penalty: 59602.734375
Splitting cluster 67 changes total score from -14142302.000000 to -14142146.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -10997.139648 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -10997.14 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 113 members 
Entering Unmasked Estep 
Score: -10705.380859 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -10705.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10820.751953 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -10820.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10871.452148 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -10871.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10899.876953 Penalty: 489.570648
	Iteration 3F: 3 clusters Score -10899.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10903.933594 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -10903.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10910.124023 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -10910.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10913.212891 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -10913.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10916.458984 Penalty: 489.570648
	Iteration 7Q: 3 clusters Score -10916.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10920.280273 Penalty: 489.570648
	Iteration 8Q: 3 clusters Score -10920.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10925.397461 Penalty: 489.570648
	Iteration 9Q: 3 clusters Score -10925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10928.569336 Penalty: 489.570648
	Iteration 10Q: 3 clusters Score -10928.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10931.619141 Penalty: 489.570648
	Iteration 11Q: 3 clusters Score -10931.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -10939.265625 Penalty: 489.570648
	Iteration 12Q: 3 clusters Score -10939.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10944.738281 Penalty: 489.570648
	Iteration 13Q: 3 clusters Score -10944.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10948.919922 Penalty: 489.570648
	Iteration 14Q: 3 clusters Score -10948.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -10952.697266 Penalty: 489.570648
	Iteration 15Q: 3 clusters Score -10952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -10957.506836 Penalty: 489.570648
	Iteration 16Q: 3 clusters Score -10957.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10961.462891 Penalty: 489.570648
	Iteration 17Q: 3 clusters Score -10961.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10962.912109 Penalty: 489.570648
	Iteration 18Q: 3 clusters Score -10962.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10968.331055 Penalty: 489.570648
	Iteration 19Q: 3 clusters Score -10968.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10974.807617 Penalty: 489.570648
	Iteration 20F: 3 clusters Score -10974.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -10980.973633 Penalty: 489.570648
	Iteration 21Q: 3 clusters Score -10980.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10985.393555 Penalty: 489.570648
	Iteration 22Q: 3 clusters Score -10985.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10986.141602 Penalty: 489.570648
	Iteration 23Q: 3 clusters Score -10986.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10986.141602 Penalty: 489.570648
	Iteration 24F: 3 clusters Score -10986.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -7685.760254 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -7685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7442.980469 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -7442.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7486.143066 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -7486.143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7493.367676 Penalty: 441.534760
	Iteration 2Q: 3 clusters Score -7493.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7494.336914 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -7494.337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7494.336914 Penalty: 441.534760
	Iteration 4F: 3 clusters Score -7494.337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -34426.425781 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -34426.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33952.378906 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -33952.38 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34080.796875 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -34080.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34124.593750 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -34124.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34171.910156 Penalty: 566.973816
	Iteration 3F: 3 clusters Score -34171.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34199.066406 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -34199.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34223.625000 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -34223.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34237.777344 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -34237.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34253.105469 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -34253.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34261.621094 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -34261.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34265.968750 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -34265.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34269.941406 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -34269.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34271.757812 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -34271.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34273.472656 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -34273.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34274.023438 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -34274.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34275.179688 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -34275.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34275.906250 Penalty: 566.973816
	Iteration 15Q: 3 clusters Score -34275.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34275.906250 Penalty: 566.973816
	Iteration 16F: 3 clusters Score -34275.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -4253.613770 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -4253.614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4087.199707 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -4087.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4126.597656 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -4126.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4128.703613 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -4128.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -4129.960938 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -4129.961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4130.877930 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -4130.878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4135.126953 Penalty: 409.482697
	Iteration 5Q: 3 clusters Score -4135.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4145.347656 Penalty: 409.482697
	Iteration 6Q: 3 clusters Score -4145.348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4145.347656 Penalty: 409.482697
	Iteration 7F: 3 clusters Score -4145.348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -18303.421875 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -18303.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17903.820312 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -17903.82 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18042.685547 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -18042.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18102.240234 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -18102.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18168.275391 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -18168.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18214.810547 Penalty: 534.873962
	Iteration 4F: 3 clusters Score -18214.81 nChanged 12
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: -18240.029297 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -18240.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18259.029297 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -18259.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18289.031250 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -18289.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18320.472656 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -18320.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18324.978516 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -18324.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18325.841797 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -18325.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18325.841797 Penalty: 534.873962
	Iteration 11F: 3 clusters Score -18325.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 234 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142029.000000 Penalty: 59602.734375
Splitting cluster 72 changes total score from -14142302.000000 to -14142029.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -17998.527344 Penalty: 255.892807
	Iteration 0F: 2 clusters Score -17998.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17655.851562 Penalty: 511.785614
	Iteration 0F: 3 clusters Score -17655.85 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17726.541016 Penalty: 511.785614
	Iteration 1F: 3 clusters Score -17726.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17746.380859 Penalty: 511.785614
	Iteration 2F: 3 clusters Score -17746.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17759.046875 Penalty: 511.785614
	Iteration 3Q: 3 clusters Score -17759.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17766.572266 Penalty: 511.785614
	Iteration 4Q: 3 clusters Score -17766.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17773.087891 Penalty: 511.785614
	Iteration 5Q: 3 clusters Score -17773.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17780.660156 Penalty: 511.785614
	Iteration 6Q: 3 clusters Score -17780.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17784.669922 Penalty: 511.785614
	Iteration 7Q: 3 clusters Score -17784.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17785.425781 Penalty: 511.785614
	Iteration 8Q: 3 clusters Score -17785.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17785.425781 Penalty: 511.785614
	Iteration 9F: 3 clusters Score -17785.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -4514.669922 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -4514.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4386.458984 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -4386.459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4574.629395 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -4574.629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4586.522949 Penalty: 447.718262
	Iteration 2Q: 3 clusters Score -4586.523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4597.198242 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -4597.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -4597.198242 Penalty: 447.718262
	Iteration 4F: 3 clusters Score -4597.198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 92 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 45 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142046.000000 Penalty: 59602.734375
Splitting cluster 74 changes total score from -14142302.000000 to -14142046.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -30909.250000 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -30909.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30407.613281 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -30407.61 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30552.271484 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -30552.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30613.216797 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -30613.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30639.541016 Penalty: 567.331360
	Iteration 3F: 3 clusters Score -30639.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30652.117188 Penalty: 567.331360
	Iteration 4Q: 3 clusters Score -30652.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30659.941406 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -30659.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30670.955078 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -30670.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30679.707031 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -30679.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30685.306641 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -30685.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30686.572266 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -30686.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30688.755859 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -30688.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30689.650391 Penalty: 567.331360
	Iteration 11Q: 3 clusters Score -30689.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30691.867188 Penalty: 567.331360
	Iteration 12Q: 3 clusters Score -30691.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30694.728516 Penalty: 567.331360
	Iteration 13Q: 3 clusters Score -30694.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30696.849609 Penalty: 567.331360
	Iteration 14Q: 3 clusters Score -30696.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30700.332031 Penalty: 567.331360
	Iteration 15Q: 3 clusters Score -30700.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30703.140625 Penalty: 567.331360
	Iteration 16Q: 3 clusters Score -30703.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30704.679688 Penalty: 567.331360
	Iteration 17Q: 3 clusters Score -30704.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30705.544922 Penalty: 567.331360
	Iteration 18Q: 3 clusters Score -30705.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30706.037109 Penalty: 567.331360
	Iteration 19Q: 3 clusters Score -30706.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30707.646484 Penalty: 567.331360
	Iteration 20F: 3 clusters Score -30707.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30710.914062 Penalty: 567.331360
	Iteration 21Q: 3 clusters Score -30710.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30717.285156 Penalty: 567.331360
	Iteration 22Q: 3 clusters Score -30717.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30722.312500 Penalty: 567.331360
	Iteration 23Q: 3 clusters Score -30722.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30725.900391 Penalty: 567.331360
	Iteration 24Q: 3 clusters Score -30725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30728.574219 Penalty: 567.331360
	Iteration 25Q: 3 clusters Score -30728.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30733.548828 Penalty: 567.331360
	Iteration 26Q: 3 clusters Score -30733.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30739.951172 Penalty: 567.331360
	Iteration 27Q: 3 clusters Score -30739.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30744.000000 Penalty: 567.331360
	Iteration 28Q: 3 clusters Score -30744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30746.533203 Penalty: 567.331360
	Iteration 29Q: 3 clusters Score -30746.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30750.769531 Penalty: 567.331360
	Iteration 30Q: 3 clusters Score -30750.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30755.921875 Penalty: 567.331360
	Iteration 31Q: 3 clusters Score -30755.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30759.873047 Penalty: 567.331360
	Iteration 32Q: 3 clusters Score -30759.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30761.105469 Penalty: 567.331360
	Iteration 33Q: 3 clusters Score -30761.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30761.105469 Penalty: 567.331360
	Iteration 34F: 3 clusters Score -30761.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -39542.199219 Penalty: 284.636627
	Iteration 0F: 2 clusters Score -39542.2 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 267 members 
Entering Unmasked Estep 
Score: -39033.425781 Penalty: 569.273254
	Iteration 0F: 3 clusters Score -39033.43 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39145.109375 Penalty: 569.273254
	Iteration 1F: 3 clusters Score -39145.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39178.347656 Penalty: 569.273254
	Iteration 2F: 3 clusters Score -39178.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39203.773438 Penalty: 569.273254
	Iteration 3F: 3 clusters Score -39203.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39232.058594 Penalty: 569.273254
	Iteration 4Q: 3 clusters Score -39232.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39266.921875 Penalty: 569.273254
	Iteration 5Q: 3 clusters Score -39266.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39295.960938 Penalty: 569.273254
	Iteration 6Q: 3 clusters Score -39295.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39313.292969 Penalty: 569.273254
	Iteration 7Q: 3 clusters Score -39313.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39329.957031 Penalty: 569.273254
	Iteration 8Q: 3 clusters Score -39329.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39341.835938 Penalty: 569.273254
	Iteration 9Q: 3 clusters Score -39341.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39349.417969 Penalty: 569.273254
	Iteration 10Q: 3 clusters Score -39349.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39356.859375 Penalty: 569.273254
	Iteration 11Q: 3 clusters Score -39356.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39365.050781 Penalty: 569.273254
	Iteration 12Q: 3 clusters Score -39365.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39371.679688 Penalty: 569.273254
	Iteration 13Q: 3 clusters Score -39371.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39374.726562 Penalty: 569.273254
	Iteration 14Q: 3 clusters Score -39374.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39378.683594 Penalty: 569.273254
	Iteration 15Q: 3 clusters Score -39378.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39385.242188 Penalty: 569.273254
	Iteration 16Q: 3 clusters Score -39385.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39406.628906 Penalty: 569.273254
	Iteration 17Q: 3 clusters Score -39406.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39422.554688 Penalty: 569.273254
	Iteration 18Q: 3 clusters Score -39422.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39444.351562 Penalty: 569.273254
	Iteration 19Q: 3 clusters Score -39444.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39463.218750 Penalty: 569.273254
	Iteration 20F: 3 clusters Score -39463.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39481.179688 Penalty: 569.273254
	Iteration 21Q: 3 clusters Score -39481.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39488.566406 Penalty: 569.273254
	Iteration 22Q: 3 clusters Score -39488.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39490.207031 Penalty: 569.273254
	Iteration 23Q: 3 clusters Score -39490.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39491.988281 Penalty: 569.273254
	Iteration 24Q: 3 clusters Score -39491.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39504.207031 Penalty: 569.273254
	Iteration 25Q: 3 clusters Score -39504.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39506.078125 Penalty: 569.273254
	Iteration 26Q: 3 clusters Score -39506.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39511.679688 Penalty: 569.273254
	Iteration 27Q: 3 clusters Score -39511.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39526.835938 Penalty: 569.273254
	Iteration 28Q: 3 clusters Score -39526.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39527.945312 Penalty: 569.273254
	Iteration 29Q: 3 clusters Score -39527.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39527.945312 Penalty: 569.273254
	Iteration 30F: 3 clusters Score -39527.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Entering Unmasked Estep 
Score: -5385.975098 Penalty: 214.283630
	Iteration 0F: 2 clusters Score -5385.975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -5181.836914 Penalty: 428.567261
	Iteration 0F: 3 clusters Score -5181.837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5257.631836 Penalty: 428.567261
	Iteration 1F: 3 clusters Score -5257.632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5277.221191 Penalty: 428.567261
	Iteration 2F: 3 clusters Score -5277.221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5288.664062 Penalty: 428.567261
	Iteration 3Q: 3 clusters Score -5288.664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5291.482910 Penalty: 428.567261
	Iteration 4Q: 3 clusters Score -5291.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5296.325684 Penalty: 428.567261
	Iteration 5Q: 3 clusters Score -5296.326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5307.325195 Penalty: 428.567261
	Iteration 6Q: 3 clusters Score -5307.325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5335.035645 Penalty: 428.567261
	Iteration 7Q: 3 clusters Score -5335.036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5409.798828 Penalty: 428.567261
	Iteration 8F: 3 clusters Score -5409.799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5458.831055 Penalty: 428.567261
	Iteration 9F: 3 clusters Score -5458.831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5485.671875 Penalty: 428.567261
	Iteration 10Q: 3 clusters Score -5485.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5485.671875 Penalty: 428.567261
	Iteration 11F: 3 clusters Score -5485.672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 78 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 33 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142057.000000 Penalty: 59602.734375
Splitting cluster 77 changes total score from -14142302.000000 to -14142057.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -8338.094727 Penalty: 234.210999
	Iteration 0F: 2 clusters Score -8338.095 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 80 members 
Entering Unmasked Estep 
Score: -8078.218750 Penalty: 468.421997
	Iteration 0F: 3 clusters Score -8078.219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8146.828125 Penalty: 468.421997
	Iteration 1F: 3 clusters Score -8146.828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8188.784668 Penalty: 468.421997
	Iteration 2F: 3 clusters Score -8188.785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8231.723633 Penalty: 468.421997
	Iteration 3F: 3 clusters Score -8231.724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8257.505859 Penalty: 468.421997
	Iteration 4F: 3 clusters Score -8257.506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8289.027344 Penalty: 468.421997
	Iteration 5Q: 3 clusters Score -8289.027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8307.734375 Penalty: 468.421997
	Iteration 6Q: 3 clusters Score -8307.734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8309.602539 Penalty: 468.421997
	Iteration 7Q: 3 clusters Score -8309.603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8309.602539 Penalty: 468.421997
	Iteration 8F: 3 clusters Score -8309.603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -85711.789062 Penalty: 318.390594
	Iteration 0F: 2 clusters Score -85711.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -84853.226562 Penalty: 636.781189
	Iteration 0F: 3 clusters Score -84853.23 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -85106.203125 Penalty: 636.781189
	Iteration 1F: 3 clusters Score -85106.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -85146.093750 Penalty: 636.781189
	Iteration 2F: 3 clusters Score -85146.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -85166.828125 Penalty: 636.781189
	Iteration 3Q: 3 clusters Score -85166.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -85182.531250 Penalty: 636.781189
	Iteration 4Q: 3 clusters Score -85182.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -85202.539062 Penalty: 636.781189
	Iteration 5Q: 3 clusters Score -85202.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -85218.234375 Penalty: 636.781189
	Iteration 6Q: 3 clusters Score -85218.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85232.601562 Penalty: 636.781189
	Iteration 7Q: 3 clusters Score -85232.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -85247.937500 Penalty: 636.781189
	Iteration 8Q: 3 clusters Score -85247.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -85258.460938 Penalty: 636.781189
	Iteration 9Q: 3 clusters Score -85258.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85274.156250 Penalty: 636.781189
	Iteration 10Q: 3 clusters Score -85274.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -85281.046875 Penalty: 636.781189
	Iteration 11Q: 3 clusters Score -85281.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -85288.015625 Penalty: 636.781189
	Iteration 12Q: 3 clusters Score -85288.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85291.625000 Penalty: 636.781189
	Iteration 13Q: 3 clusters Score -85291.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85292.828125 Penalty: 636.781189
	Iteration 14Q: 3 clusters Score -85292.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -85294.750000 Penalty: 636.781189
	Iteration 15Q: 3 clusters Score -85294.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85297.085938 Penalty: 636.781189
	Iteration 16Q: 3 clusters Score -85297.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -85298.664062 Penalty: 636.781189
	Iteration 17Q: 3 clusters Score -85298.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -85302.125000 Penalty: 636.781189
	Iteration 18Q: 3 clusters Score -85302.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85308.000000 Penalty: 636.781189
	Iteration 19Q: 3 clusters Score -85308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -85316.796875 Penalty: 636.781189
	Iteration 20F: 3 clusters Score -85316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -85327.984375 Penalty: 636.781189
	Iteration 21Q: 3 clusters Score -85327.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -85335.726562 Penalty: 636.781189
	Iteration 22Q: 3 clusters Score -85335.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -85343.984375 Penalty: 636.781189
	Iteration 23Q: 3 clusters Score -85343.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -85348.796875 Penalty: 636.781189
	Iteration 24Q: 3 clusters Score -85348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -85350.257812 Penalty: 636.781189
	Iteration 25Q: 3 clusters Score -85350.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -85351.398438 Penalty: 636.781189
	Iteration 26Q: 3 clusters Score -85351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -85352.976562 Penalty: 636.781189
	Iteration 27Q: 3 clusters Score -85352.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -85353.937500 Penalty: 636.781189
	Iteration 28Q: 3 clusters Score -85353.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -85357.039062 Penalty: 636.781189
	Iteration 29Q: 3 clusters Score -85357.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -85360.625000 Penalty: 636.781189
	Iteration 30Q: 3 clusters Score -85360.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -85363.507812 Penalty: 636.781189
	Iteration 31Q: 3 clusters Score -85363.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -85365.234375 Penalty: 636.781189
	Iteration 32Q: 3 clusters Score -85365.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85366.843750 Penalty: 636.781189
	Iteration 33Q: 3 clusters Score -85366.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -85369.960938 Penalty: 636.781189
	Iteration 34Q: 3 clusters Score -85369.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -85372.390625 Penalty: 636.781189
	Iteration 35Q: 3 clusters Score -85372.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -85373.640625 Penalty: 636.781189
	Iteration 36Q: 3 clusters Score -85373.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -85374.320312 Penalty: 636.781189
	Iteration 37Q: 3 clusters Score -85374.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -85374.320312 Penalty: 636.781189
	Iteration 38F: 3 clusters Score -85374.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -29006.722656 Penalty: 270.516632
	Iteration 0F: 2 clusters Score -29006.72 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 189 members 
Entering Unmasked Estep 
Score: -28608.359375 Penalty: 541.033264
	Iteration 0F: 3 clusters Score -28608.36 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28751.382812 Penalty: 541.033264
	Iteration 1F: 3 clusters Score -28751.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28823.492188 Penalty: 541.033264
	Iteration 2F: 3 clusters Score -28823.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28862.992188 Penalty: 541.033264
	Iteration 3F: 3 clusters Score -28862.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28884.224609 Penalty: 541.033264
	Iteration 4Q: 3 clusters Score -28884.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28893.117188 Penalty: 541.033264
	Iteration 5Q: 3 clusters Score -28893.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28894.216797 Penalty: 541.033264
	Iteration 6Q: 3 clusters Score -28894.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28894.744141 Penalty: 541.033264
	Iteration 7Q: 3 clusters Score -28894.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28896.250000 Penalty: 541.033264
	Iteration 8Q: 3 clusters Score -28896.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28896.591797 Penalty: 541.033264
	Iteration 9Q: 3 clusters Score -28896.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28896.591797 Penalty: 541.033264
	Iteration 10F: 3 clusters Score -28896.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (114830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114830 members 
Entering Unmasked Estep 
Score: -7114339.000000 Penalty: 530.129944
	Iteration 0F: 2 clusters Score -7114339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -7041235.000000 Penalty: 1060.259888
	Iteration 0F: 3 clusters Score -7041235 nChanged 56261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -7075605.500000 Penalty: 1060.259888
	Iteration 1F: 3 clusters Score -7075606 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -7076800.000000 Penalty: 1060.259888
	Iteration 2Q: 3 clusters Score -7076800 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -7078648.000000 Penalty: 1060.259888
	Iteration 3Q: 3 clusters Score -7078648 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -7081377.000000 Penalty: 1060.259888
	Iteration 4Q: 3 clusters Score -7081377 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -7085835.500000 Penalty: 1060.259888
	Iteration 5F: 3 clusters Score -7085836 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -7092259.000000 Penalty: 1060.259888
	Iteration 6F: 3 clusters Score -7092259 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -7099297.500000 Penalty: 1060.259888
	Iteration 7F: 3 clusters Score -7099298 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -7105095.000000 Penalty: 1060.259888
	Iteration 8F: 3 clusters Score -7105095 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -7109293.500000 Penalty: 1060.259888
	Iteration 9F: 3 clusters Score -7109294 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112032 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7111858.500000 Penalty: 1060.259888
	Iteration 10Q: 3 clusters Score -7111858 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7112990.000000 Penalty: 1060.259888
	Iteration 11Q: 3 clusters Score -7112990 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7113475.000000 Penalty: 1060.259888
	Iteration 12Q: 3 clusters Score -7113475 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7113701.500000 Penalty: 1060.259888
	Iteration 13Q: 3 clusters Score -7113702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114676 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7113758.000000 Penalty: 1060.259888
	Iteration 14Q: 3 clusters Score -7113758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7113775.000000 Penalty: 1060.259888
	Iteration 15Q: 3 clusters Score -7113775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7113806.000000 Penalty: 1060.259888
	Iteration 16Q: 3 clusters Score -7113806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114730 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7113814.500000 Penalty: 1060.259888
	Iteration 17Q: 3 clusters Score -7113814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7113827.500000 Penalty: 1060.259888
	Iteration 18Q: 3 clusters Score -7113828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114737 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7113833.500000 Penalty: 1060.259888
	Iteration 19Q: 3 clusters Score -7113834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7113833.500000 Penalty: 1060.259888
	Iteration 20F: 3 clusters Score -7113834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7113835.500000 Penalty: 1060.259888
	Iteration 21Q: 3 clusters Score -7113836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7113841.000000 Penalty: 1060.259888
	Iteration 22Q: 3 clusters Score -7113841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7113841.000000 Penalty: 1060.259888
	Iteration 23F: 3 clusters Score -7113841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -182166.109375 Penalty: 350.322235
	Iteration 0F: 2 clusters Score -182166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -180584.593750 Penalty: 700.644470
	Iteration 0F: 3 clusters Score -180584.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -181113.281250 Penalty: 700.644470
	Iteration 1F: 3 clusters Score -181113.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -181177.125000 Penalty: 700.644470
	Iteration 2F: 3 clusters Score -181177.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181223.015625 Penalty: 700.644470
	Iteration 3Q: 3 clusters Score -181223 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -181262.078125 Penalty: 700.644470
	Iteration 4Q: 3 clusters Score -181262.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -181303.125000 Penalty: 700.644470
	Iteration 5Q: 3 clusters Score -181303.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181372.093750 Penalty: 700.644470
	Iteration 6Q: 3 clusters Score -181372.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -181444.390625 Penalty: 700.644470
	Iteration 7Q: 3 clusters Score -181444.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -181523.015625 Penalty: 700.644470
	Iteration 8Q: 3 clusters Score -181523 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -181586.859375 Penalty: 700.644470
	Iteration 9Q: 3 clusters Score -181586.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -181650.140625 Penalty: 700.644470
	Iteration 10Q: 3 clusters Score -181650.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -181737.171875 Penalty: 700.644470
	Iteration 11Q: 3 clusters Score -181737.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -181788.328125 Penalty: 700.644470
	Iteration 12Q: 3 clusters Score -181788.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -181815.640625 Penalty: 700.644470
	Iteration 13Q: 3 clusters Score -181815.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -181831.156250 Penalty: 700.644470
	Iteration 14Q: 3 clusters Score -181831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -181845.328125 Penalty: 700.644470
	Iteration 15Q: 3 clusters Score -181845.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -181857.828125 Penalty: 700.644470
	Iteration 16Q: 3 clusters Score -181857.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -181864.890625 Penalty: 700.644470
	Iteration 17Q: 3 clusters Score -181864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -181867.390625 Penalty: 700.644470
	Iteration 18Q: 3 clusters Score -181867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -181870.515625 Penalty: 700.644470
	Iteration 19Q: 3 clusters Score -181870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -181874.218750 Penalty: 700.644470
	Iteration 20F: 3 clusters Score -181874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -181879.468750 Penalty: 700.644470
	Iteration 21Q: 3 clusters Score -181879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -181882.453125 Penalty: 700.644470
	Iteration 22Q: 3 clusters Score -181882.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -181886.796875 Penalty: 700.644470
	Iteration 23Q: 3 clusters Score -181886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -181889.109375 Penalty: 700.644470
	Iteration 24Q: 3 clusters Score -181889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -181890.859375 Penalty: 700.644470
	Iteration 25Q: 3 clusters Score -181890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -181892.234375 Penalty: 700.644470
	Iteration 26Q: 3 clusters Score -181892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -181892.234375 Penalty: 700.644470
	Iteration 27F: 3 clusters Score -181892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -4321.869629 Penalty: 228.586563
	Iteration 0F: 2 clusters Score -4321.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4110.689453 Penalty: 457.173126
	Iteration 0F: 3 clusters Score -4110.689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4293.420898 Penalty: 457.173126
	Iteration 1F: 3 clusters Score -4293.421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4386.846680 Penalty: 457.173126
	Iteration 2F: 3 clusters Score -4386.847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4407.784180 Penalty: 457.173126
	Iteration 3Q: 3 clusters Score -4407.784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4419.071289 Penalty: 457.173126
	Iteration 4Q: 3 clusters Score -4419.071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4426.547363 Penalty: 457.173126
	Iteration 5Q: 3 clusters Score -4426.547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4428.701172 Penalty: 457.173126
	Iteration 6Q: 3 clusters Score -4428.701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4428.701172 Penalty: 457.173126
	Iteration 7F: 3 clusters Score -4428.701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 89 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 63 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142075.000000 Penalty: 59602.734375
Splitting cluster 83 changes total score from -14142302.000000 to -14142075.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 84 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -11252.851562 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -11252.85 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 81 members 
Entering Unmasked Estep 
Score: -10988.913086 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10988.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11036.647461 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -11036.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11050.469727 Penalty: 470.514038
	Iteration 2Q: 3 clusters Score -11050.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11053.542969 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -11053.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11054.112305 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -11054.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11054.112305 Penalty: 470.514038
	Iteration 5F: 3 clusters Score -11054.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 85 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -8782.528320 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -8782.528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8530.958008 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -8530.958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8587.252930 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -8587.253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8613.531250 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -8613.531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8615.698242 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -8615.698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8616.837891 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -8616.838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8616.837891 Penalty: 449.037140
	Iteration 5F: 3 clusters Score -8616.838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 86 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -18399.537109 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -18399.54 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 146 members 
Entering Unmasked Estep 
Score: -18052.242188 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -18052.24 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18152.666016 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -18152.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18236.503906 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -18236.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18283.261719 Penalty: 518.740356
	Iteration 3F: 3 clusters Score -18283.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18325.076172 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -18325.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18369.960938 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -18369.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18391.769531 Penalty: 518.740356
	Iteration 6Q: 3 clusters Score -18391.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18401.212891 Penalty: 518.740356
	Iteration 7Q: 3 clusters Score -18401.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18403.132812 Penalty: 518.740356
	Iteration 8Q: 3 clusters Score -18403.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18404.162109 Penalty: 518.740356
	Iteration 9Q: 3 clusters Score -18404.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18408.328125 Penalty: 518.740356
	Iteration 10Q: 3 clusters Score -18408.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18409.083984 Penalty: 518.740356
	Iteration 11Q: 3 clusters Score -18409.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18410.054688 Penalty: 518.740356
	Iteration 12Q: 3 clusters Score -18410.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18410.054688 Penalty: 518.740356
	Iteration 13F: 3 clusters Score -18410.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 213 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 86 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142012.000000 Penalty: 59602.734375
Splitting cluster 86 changes total score from -14142302.000000 to -14142012.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 87 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7447.793945 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7447.794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7209.112305 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7209.112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7292.675781 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7292.676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7308.705078 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7308.705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7323.980469 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7323.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -7340.166016 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7340.166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -7354.399902 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7354.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7364.049316 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7364.049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7372.567383 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7372.567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7377.008789 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -7377.009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7380.990723 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -7380.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7386.320312 Penalty: 447.718262
	Iteration 10Q: 3 clusters Score -7386.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7386.320312 Penalty: 447.718262
	Iteration 11F: 3 clusters Score -7386.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 88 (91 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Entering Unmasked Estep 
Score: -2681.224854 Penalty: 205.244110
	Iteration 0F: 2 clusters Score -2681.225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -2574.606689 Penalty: 410.488220
	Iteration 0F: 3 clusters Score -2574.607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 15 members 
Entering Unmasked Estep 
Score: -2694.855469 Penalty: 410.488220
	Iteration 1F: 3 clusters Score -2694.855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -2710.525146 Penalty: 410.488220
	Iteration 2Q: 3 clusters Score -2710.525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 14 members 
Entering Unmasked Estep 
Score: -2710.525146 Penalty: 410.488220
	Iteration 3F: 3 clusters Score -2710.525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 77 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 14 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14141973.000000 Penalty: 59602.734375
Splitting cluster 88 changes total score from -14142302.000000 to -14141973.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 89 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5978.057617 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5978.058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5748.396484 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5748.396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5797.448242 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5797.448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5817.073242 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5817.073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5820.513672 Penalty: 430.192291
	Iteration 3Q: 3 clusters Score -5820.514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5820.513672 Penalty: 430.192291
	Iteration 4F: 3 clusters Score -5820.514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 90 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -23426.615234 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -23426.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23012.740234 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -23012.74 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23113.154297 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -23113.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23143.091797 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -23143.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23164.009766 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -23164.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23172.785156 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -23172.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23175.859375 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -23175.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23185.726562 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -23185.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23196.566406 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -23196.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23205.951172 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -23205.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23208.662109 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -23208.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23210.263672 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -23210.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23214.148438 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -23214.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23216.724609 Penalty: 540.315796
	Iteration 12Q: 3 clusters Score -23216.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23218.498047 Penalty: 540.315796
	Iteration 13Q: 3 clusters Score -23218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23219.593750 Penalty: 540.315796
	Iteration 14Q: 3 clusters Score -23219.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23219.937500 Penalty: 540.315796
	Iteration 15Q: 3 clusters Score -23219.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -23219.937500 Penalty: 540.315796
	Iteration 16F: 3 clusters Score -23219.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 91 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -12354.784180 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -12354.78 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 99 members 
Entering Unmasked Estep 
Score: -12090.948242 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -12090.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12159.759766 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -12159.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12193.198242 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -12193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12204.146484 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -12204.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12209.215820 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -12209.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12213.703125 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -12213.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12213.703125 Penalty: 476.998962
	Iteration 6F: 3 clusters Score -12213.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 92 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -16618.417969 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -16618.42 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 145 members 
Entering Unmasked Estep 
Score: -16270.708984 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -16270.71 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16365.912109 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -16365.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16384.875000 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -16384.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16411.568359 Penalty: 526.328125
	Iteration 3Q: 3 clusters Score -16411.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16452.085938 Penalty: 526.328125
	Iteration 4F: 3 clusters Score -16452.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16494.470703 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -16494.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16524.089844 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -16524.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16544.720703 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -16544.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16559.298828 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -16559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16576.494141 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -16576.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16599.871094 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -16599.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16625.250000 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -16625.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16640.154297 Penalty: 526.328125
	Iteration 12Q: 3 clusters Score -16640.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16640.855469 Penalty: 526.328125
	Iteration 13Q: 3 clusters Score -16640.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16641.562500 Penalty: 526.328125
	Iteration 14Q: 3 clusters Score -16641.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16644.068359 Penalty: 526.328125
	Iteration 15Q: 3 clusters Score -16644.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16646.847656 Penalty: 526.328125
	Iteration 16Q: 3 clusters Score -16646.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16651.230469 Penalty: 526.328125
	Iteration 17Q: 3 clusters Score -16651.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16657.208984 Penalty: 526.328125
	Iteration 18Q: 3 clusters Score -16657.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16658.042969 Penalty: 526.328125
	Iteration 19Q: 3 clusters Score -16658.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16662.820312 Penalty: 526.328125
	Iteration 20F: 3 clusters Score -16662.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16674.150391 Penalty: 526.328125
	Iteration 21Q: 3 clusters Score -16674.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16686.126953 Penalty: 526.328125
	Iteration 22Q: 3 clusters Score -16686.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16700.779297 Penalty: 526.328125
	Iteration 23Q: 3 clusters Score -16700.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16712.564453 Penalty: 526.328125
	Iteration 24Q: 3 clusters Score -16712.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16714.769531 Penalty: 526.328125
	Iteration 25Q: 3 clusters Score -16714.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16715.308594 Penalty: 526.328125
	Iteration 26Q: 3 clusters Score -16715.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16715.308594 Penalty: 526.328125
	Iteration 27F: 3 clusters Score -16715.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 144 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 181 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142098.000000 Penalty: 59602.734375
Splitting cluster 92 changes total score from -14142302.000000 to -14142098.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 93 (57 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Entering Unmasked Estep 
Score: -3064.050293 Penalty: 183.958832
	Iteration 0F: 2 clusters Score -3064.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2905.569824 Penalty: 367.917664
	Iteration 0F: 3 clusters Score -2905.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2926.849365 Penalty: 367.917664
	Iteration 1F: 3 clusters Score -2926.849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -2929.070068 Penalty: 367.917664
	Iteration 2Q: 3 clusters Score -2929.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2933.505859 Penalty: 367.917664
	Iteration 3Q: 3 clusters Score -2933.506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2933.505859 Penalty: 367.917664
	Iteration 4F: 3 clusters Score -2933.506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 94 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -151254.718750 Penalty: 355.555176
	Iteration 0F: 2 clusters Score -151254.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -149538.484375 Penalty: 711.110352
	Iteration 0F: 3 clusters Score -149538.5 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -150167.671875 Penalty: 711.110352
	Iteration 1F: 3 clusters Score -150167.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -150332.218750 Penalty: 711.110352
	Iteration 2F: 3 clusters Score -150332.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -150437.796875 Penalty: 711.110352
	Iteration 3F: 3 clusters Score -150437.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -150541.312500 Penalty: 711.110352
	Iteration 4F: 3 clusters Score -150541.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -150619.140625 Penalty: 711.110352
	Iteration 5Q: 3 clusters Score -150619.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150664.734375 Penalty: 711.110352
	Iteration 6Q: 3 clusters Score -150664.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -150716.546875 Penalty: 711.110352
	Iteration 7Q: 3 clusters Score -150716.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -150766.453125 Penalty: 711.110352
	Iteration 8Q: 3 clusters Score -150766.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -150797.484375 Penalty: 711.110352
	Iteration 9Q: 3 clusters Score -150797.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -150819.734375 Penalty: 711.110352
	Iteration 10Q: 3 clusters Score -150819.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -150831.046875 Penalty: 711.110352
	Iteration 11Q: 3 clusters Score -150831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -150837.562500 Penalty: 711.110352
	Iteration 12Q: 3 clusters Score -150837.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150845.921875 Penalty: 711.110352
	Iteration 13Q: 3 clusters Score -150845.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -150852.953125 Penalty: 711.110352
	Iteration 14Q: 3 clusters Score -150853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -150857.078125 Penalty: 711.110352
	Iteration 15Q: 3 clusters Score -150857.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -150860.453125 Penalty: 711.110352
	Iteration 16Q: 3 clusters Score -150860.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -150863.500000 Penalty: 711.110352
	Iteration 17Q: 3 clusters Score -150863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -150866.937500 Penalty: 711.110352
	Iteration 18Q: 3 clusters Score -150866.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -150871.343750 Penalty: 711.110352
	Iteration 19Q: 3 clusters Score -150871.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -150879.562500 Penalty: 711.110352
	Iteration 20F: 3 clusters Score -150879.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -150885.765625 Penalty: 711.110352
	Iteration 21Q: 3 clusters Score -150885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -150889.656250 Penalty: 711.110352
	Iteration 22Q: 3 clusters Score -150889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -150891.171875 Penalty: 711.110352
	Iteration 23Q: 3 clusters Score -150891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -150893.250000 Penalty: 711.110352
	Iteration 24Q: 3 clusters Score -150893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -150895.046875 Penalty: 711.110352
	Iteration 25Q: 3 clusters Score -150895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -150896.500000 Penalty: 711.110352
	Iteration 26Q: 3 clusters Score -150896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -150897.250000 Penalty: 711.110352
	Iteration 27Q: 3 clusters Score -150897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -150899.281250 Penalty: 711.110352
	Iteration 28Q: 3 clusters Score -150899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -150902.375000 Penalty: 711.110352
	Iteration 29Q: 3 clusters Score -150902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -150904.156250 Penalty: 711.110352
	Iteration 30Q: 3 clusters Score -150904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -150904.828125 Penalty: 711.110352
	Iteration 31Q: 3 clusters Score -150904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -150904.843750 Penalty: 711.110352
	Iteration 32Q: 3 clusters Score -150904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -150905.062500 Penalty: 711.110352
	Iteration 33Q: 3 clusters Score -150905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -150905.062500 Penalty: 711.110352
	Iteration 34F: 3 clusters Score -150905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 95 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -4757.396973 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -4757.397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4597.459473 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -4597.459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4735.294434 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -4735.294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4793.184082 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -4793.184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4808.336426 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -4808.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -4813.470215 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -4813.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4817.764160 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -4817.764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4830.495117 Penalty: 437.165894
	Iteration 6Q: 3 clusters Score -4830.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4830.495117 Penalty: 437.165894
	Iteration 7F: 3 clusters Score -4830.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 95 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 27 members 
Mstep: Class 106 contains 297 members 
Entering Unmasked Estep 
Score: -14142032.000000 Penalty: 59602.734375
Splitting cluster 95 changes total score from -14142302.000000 to -14142032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 96 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -17699.037109 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -17699.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17362.917969 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -17362.92 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17460.080078 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -17460.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17498.062500 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -17498.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17524.527344 Penalty: 513.413574
	Iteration 3F: 3 clusters Score -17524.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17555.302734 Penalty: 513.413574
	Iteration 4F: 3 clusters Score -17555.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17582.267578 Penalty: 513.413574
	Iteration 5F: 3 clusters Score -17582.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17600.671875 Penalty: 513.413574
	Iteration 6Q: 3 clusters Score -17600.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17607.058594 Penalty: 513.413574
	Iteration 7Q: 3 clusters Score -17607.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17614.107422 Penalty: 513.413574
	Iteration 8Q: 3 clusters Score -17614.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17617.500000 Penalty: 513.413574
	Iteration 9Q: 3 clusters Score -17617.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17618.003906 Penalty: 513.413574
	Iteration 10Q: 3 clusters Score -17618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17618.320312 Penalty: 513.413574
	Iteration 11Q: 3 clusters Score -17618.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17618.712891 Penalty: 513.413574
	Iteration 12Q: 3 clusters Score -17618.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17618.712891 Penalty: 513.413574
	Iteration 13F: 3 clusters Score -17618.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 97 (70 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Entering Unmasked Estep 
Score: -3217.003906 Penalty: 193.306534
	Iteration 0F: 2 clusters Score -3217.004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3044.000244 Penalty: 386.613068
	Iteration 0F: 3 clusters Score -3044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3074.532227 Penalty: 386.613068
	Iteration 1F: 3 clusters Score -3074.532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3087.869629 Penalty: 386.613068
	Iteration 2Q: 3 clusters Score -3087.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3089.907959 Penalty: 386.613068
	Iteration 3Q: 3 clusters Score -3089.908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3089.907959 Penalty: 386.613068
	Iteration 4F: 3 clusters Score -3089.908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 98 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -25824.710938 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -25824.71 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 175 members 
Entering Unmasked Estep 
Score: -25425.320312 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -25425.32 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25523.195312 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -25523.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25546.742188 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -25546.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25564.859375 Penalty: 537.635559
	Iteration 3F: 3 clusters Score -25564.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25578.232422 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -25578.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25581.052734 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -25581.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25583.355469 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -25583.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25586.486328 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -25586.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25591.062500 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -25591.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25593.095703 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -25593.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25593.669922 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -25593.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25593.669922 Penalty: 537.635559
	Iteration 11F: 3 clusters Score -25593.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 99 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -16214.780273 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -16214.78 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 147 members 
Entering Unmasked Estep 
Score: -15895.659180 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -15895.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15962.356445 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -15962.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15981.834961 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -15981.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15990.644531 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -15990.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15995.556641 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -15995.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15999.126953 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -15999.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16000.089844 Penalty: 510.127991
	Iteration 6Q: 3 clusters Score -16000.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16000.701172 Penalty: 510.127991
	Iteration 7Q: 3 clusters Score -16000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16001.089844 Penalty: 510.127991
	Iteration 8Q: 3 clusters Score -16001.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16001.089844 Penalty: 510.127991
	Iteration 9F: 3 clusters Score -16001.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 100 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -32471.515625 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -32471.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32026.681641 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -32026.68 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32147.835938 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -32147.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32171.162109 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -32171.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32191.453125 Penalty: 552.226746
	Iteration 3F: 3 clusters Score -32191.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32201.015625 Penalty: 552.226746
	Iteration 4Q: 3 clusters Score -32201.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32209.427734 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -32209.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32211.718750 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -32211.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32212.517578 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -32212.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32213.228516 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -32213.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32214.843750 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -32214.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32217.744141 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -32217.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32221.285156 Penalty: 552.226746
	Iteration 11Q: 3 clusters Score -32221.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32226.044922 Penalty: 552.226746
	Iteration 12Q: 3 clusters Score -32226.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32231.292969 Penalty: 552.226746
	Iteration 13Q: 3 clusters Score -32231.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32234.621094 Penalty: 552.226746
	Iteration 14Q: 3 clusters Score -32234.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32235.789062 Penalty: 552.226746
	Iteration 15Q: 3 clusters Score -32235.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32242.246094 Penalty: 552.226746
	Iteration 16Q: 3 clusters Score -32242.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32243.771484 Penalty: 552.226746
	Iteration 17Q: 3 clusters Score -32243.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32244.494141 Penalty: 552.226746
	Iteration 18Q: 3 clusters Score -32244.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32244.835938 Penalty: 552.226746
	Iteration 19Q: 3 clusters Score -32244.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32245.208984 Penalty: 552.226746
	Iteration 20F: 3 clusters Score -32245.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32247.021484 Penalty: 552.226746
	Iteration 21Q: 3 clusters Score -32247.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32248.421875 Penalty: 552.226746
	Iteration 22Q: 3 clusters Score -32248.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32248.814453 Penalty: 552.226746
	Iteration 23Q: 3 clusters Score -32248.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32248.814453 Penalty: 552.226746
	Iteration 24F: 3 clusters Score -32248.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 101 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -9881.386719 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -9881.387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9664.187500 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -9664.188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9715.923828 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -9715.924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9725.323242 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -9725.323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9730.341797 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -9730.342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9735.184570 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -9735.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9739.634766 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -9739.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9740.754883 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -9740.755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9751.720703 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -9751.721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9751.720703 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -9751.721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 102 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -9643.925781 Penalty: 241.300369
	Iteration 0F: 2 clusters Score -9643.926 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 109 members 
Entering Unmasked Estep 
Score: -9373.077148 Penalty: 482.600739
	Iteration 0F: 3 clusters Score -9373.077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9475.686523 Penalty: 482.600739
	Iteration 1F: 3 clusters Score -9475.687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9521.336914 Penalty: 482.600739
	Iteration 2F: 3 clusters Score -9521.337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9543.831055 Penalty: 482.600739
	Iteration 3Q: 3 clusters Score -9543.831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9575.278320 Penalty: 482.600739
	Iteration 4Q: 3 clusters Score -9575.278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9582.054688 Penalty: 482.600739
	Iteration 5Q: 3 clusters Score -9582.055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9593.228516 Penalty: 482.600739
	Iteration 6Q: 3 clusters Score -9593.229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9605.099609 Penalty: 482.600739
	Iteration 7Q: 3 clusters Score -9605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9607.742188 Penalty: 482.600739
	Iteration 8Q: 3 clusters Score -9607.742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9607.742188 Penalty: 482.600739
	Iteration 9F: 3 clusters Score -9607.742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 103 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -31408.902344 Penalty: 278.273071
	Iteration 0F: 2 clusters Score -31408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30951.306641 Penalty: 556.546143
	Iteration 0F: 3 clusters Score -30951.31 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31072.966797 Penalty: 556.546143
	Iteration 1F: 3 clusters Score -31072.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31093.427734 Penalty: 556.546143
	Iteration 2F: 3 clusters Score -31093.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31106.345703 Penalty: 556.546143
	Iteration 3Q: 3 clusters Score -31106.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31116.212891 Penalty: 556.546143
	Iteration 4Q: 3 clusters Score -31116.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31120.931641 Penalty: 556.546143
	Iteration 5Q: 3 clusters Score -31120.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31127.365234 Penalty: 556.546143
	Iteration 6Q: 3 clusters Score -31127.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31129.437500 Penalty: 556.546143
	Iteration 7Q: 3 clusters Score -31129.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31134.513672 Penalty: 556.546143
	Iteration 8Q: 3 clusters Score -31134.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31138.771484 Penalty: 556.546143
	Iteration 9Q: 3 clusters Score -31138.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31142.705078 Penalty: 556.546143
	Iteration 10Q: 3 clusters Score -31142.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31143.253906 Penalty: 556.546143
	Iteration 11Q: 3 clusters Score -31143.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31143.253906 Penalty: 556.546143
	Iteration 12F: 3 clusters Score -31143.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 104 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -19080.121094 Penalty: 256.382935
	Iteration 0F: 2 clusters Score -19080.12 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 132 members 
Entering Unmasked Estep 
Score: -18732.410156 Penalty: 512.765869
	Iteration 0F: 3 clusters Score -18732.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18805.117188 Penalty: 512.765869
	Iteration 1F: 3 clusters Score -18805.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18817.773438 Penalty: 512.765869
	Iteration 2Q: 3 clusters Score -18817.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18844.226562 Penalty: 512.765869
	Iteration 3Q: 3 clusters Score -18844.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18866.332031 Penalty: 512.765869
	Iteration 4Q: 3 clusters Score -18866.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18884.591797 Penalty: 512.765869
	Iteration 5Q: 3 clusters Score -18884.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18915.718750 Penalty: 512.765869
	Iteration 6Q: 3 clusters Score -18915.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18939.603516 Penalty: 512.765869
	Iteration 7Q: 3 clusters Score -18939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18950.876953 Penalty: 512.765869
	Iteration 8Q: 3 clusters Score -18950.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18953.683594 Penalty: 512.765869
	Iteration 9Q: 3 clusters Score -18953.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18955.414062 Penalty: 512.765869
	Iteration 10Q: 3 clusters Score -18955.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18957.935547 Penalty: 512.765869
	Iteration 11Q: 3 clusters Score -18957.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18960.619141 Penalty: 512.765869
	Iteration 12Q: 3 clusters Score -18960.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18960.792969 Penalty: 512.765869
	Iteration 13Q: 3 clusters Score -18960.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18960.792969 Penalty: 512.765869
	Iteration 14F: 3 clusters Score -18960.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 106 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -17474.746094 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -17474.75 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 144 members 
Entering Unmasked Estep 
Score: -17152.546875 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -17152.55 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17306.957031 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -17306.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17359.201172 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -17359.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17442.093750 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -17442.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17521.277344 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -17521.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17549.414062 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -17549.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17551.679688 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -17551.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17551.679688 Penalty: 518.129639
	Iteration 7F: 3 clusters Score -17551.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 187 members 
Mstep: Class 10 contains 166 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 542 members 
Mstep: Class 14 contains 374 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 970 members 
Mstep: Class 23 contains 8429 members 
Mstep: Class 24 contains 1733 members 
Mstep: Class 25 contains 21642 members 
Mstep: Class 26 contains 656 members 
Mstep: Class 27 contains 108 members 
Mstep: Class 28 contains 156 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 102 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 76 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 173 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 78 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 212 members 
Mstep: Class 39 contains 113 members 
Mstep: Class 40 contains 1075 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 129 members 
Mstep: Class 43 contains 1997 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 68 members 
Mstep: Class 46 contains 147 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 1924 members 
Mstep: Class 50 contains 309 members 
Mstep: Class 51 contains 211 members 
Mstep: Class 52 contains 42 members 
Mstep: Class 53 contains 148 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 116 members 
Mstep: Class 56 contains 308 members 
Mstep: Class 57 contains 688 members 
Mstep: Class 58 contains 193 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 212 members 
Mstep: Class 61 contains 1110 members 
Mstep: Class 62 contains 89 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 613 members 
Mstep: Class 65 contains 469 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 167 members 
Mstep: Class 68 contains 217 members 
Mstep: Class 69 contains 128 members 
Mstep: Class 70 contains 508 members 
Mstep: Class 71 contains 90 members 
Mstep: Class 72 contains 357 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 137 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 521 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 172 members 
Mstep: Class 79 contains 1094 members 
Mstep: Class 80 contains 382 members 
Mstep: Class 81 contains 114830 members 
Mstep: Class 82 contains 2207 members 
Mstep: Class 83 contains 152 members 
Mstep: Class 84 contains 176 members 
Mstep: Class 85 contains 139 members 
Mstep: Class 86 contains 299 members 
Mstep: Class 87 contains 137 members 
Mstep: Class 88 contains 91 members 
Mstep: Class 89 contains 113 members 
Mstep: Class 90 contains 379 members 
Mstep: Class 91 contains 189 members 
Mstep: Class 92 contains 325 members 
Mstep: Class 93 contains 57 members 
Mstep: Class 94 contains 2476 members 
Mstep: Class 95 contains 122 members 
Mstep: Class 96 contains 282 members 
Mstep: Class 97 contains 70 members 
Mstep: Class 98 contains 368 members 
Mstep: Class 99 contains 272 members 
Mstep: Class 100 contains 432 members 
Mstep: Class 101 contains 134 members 
Mstep: Class 102 contains 201 members 
Mstep: Class 103 contains 453 members 
Mstep: Class 104 contains 280 members 
Mstep: Class 105 contains 105 members 
Mstep: Class 106 contains 192 members 
Entering Unmasked Estep 
Score: -14142083.000000 Penalty: 59602.734375
Splitting cluster 106 changes total score from -14142302.000000 to -14142083.000000
So it's not getting split.
--- Evaluating fit on full set of 698461 points ---
Entering Unmasked Estep 
Score: -42493452.000000 Penalty: 64289.070312
25->106 Clusters: Score -42493452.000000, best is -42508084.000000

Main iterations: 0 (time per=infms)
Total iterations: 77789 (time per=98.075560ms)
Iterations metric 2: 157291577344.000000 (time per=48.503549ns)
Iterations metric 3: 1887504695296.000000 (time per=4041.950055ps)

That took 7629.199707 seconds.
